WO2022261138A1 - Disrupted ikaros signaling as biomarker for btk inhibition - Google Patents
Disrupted ikaros signaling as biomarker for btk inhibition Download PDFInfo
- Publication number
- WO2022261138A1 WO2022261138A1 PCT/US2022/032563 US2022032563W WO2022261138A1 WO 2022261138 A1 WO2022261138 A1 WO 2022261138A1 US 2022032563 W US2022032563 W US 2022032563W WO 2022261138 A1 WO2022261138 A1 WO 2022261138A1
- Authority
- WO
- WIPO (PCT)
- Prior art keywords
- aspects
- ikaros
- btk
- responder
- subject
- Prior art date
Links
- 108010013958 Ikaros Transcription Factor Proteins 0.000 title claims abstract description 83
- 102000017182 Ikaros Transcription Factor Human genes 0.000 title claims abstract description 83
- 230000005764 inhibitory process Effects 0.000 title description 13
- 239000000090 biomarker Substances 0.000 title description 10
- 230000011664 signaling Effects 0.000 title description 9
- DNPOFZXZJJDQLB-MRXNPFEDSA-N 4-amino-1-[(3R)-1-but-2-ynoylpyrrolidin-3-yl]-3-[4-(2,6-difluorophenoxy)phenyl]-6H-pyrrolo[2,3-d]pyridazin-7-one Chemical compound NC=1C2=C(C(NN=1)=O)N(C=C2C1=CC=C(C=C1)OC1=C(C=CC=C1F)F)[C@H]1CN(CC1)C(C#CC)=O DNPOFZXZJJDQLB-MRXNPFEDSA-N 0.000 claims abstract description 289
- 238000000034 method Methods 0.000 claims abstract description 155
- 208000028564 B-cell non-Hodgkin lymphoma Diseases 0.000 claims abstract description 114
- 229940124291 BTK inhibitor Drugs 0.000 claims abstract description 104
- 108010001441 Phosphopeptides Proteins 0.000 claims abstract description 77
- 230000004547 gene signature Effects 0.000 claims abstract description 47
- 239000003112 inhibitor Substances 0.000 claims abstract description 19
- 230000009977 dual effect Effects 0.000 claims abstract description 16
- 102100037398 Casein kinase I isoform epsilon Human genes 0.000 claims abstract description 14
- 101001026376 Homo sapiens Casein kinase I isoform epsilon Proteins 0.000 claims abstract description 14
- 210000004027 cell Anatomy 0.000 claims description 155
- 230000003321 amplification Effects 0.000 claims description 47
- 238000003199 nucleic acid amplification method Methods 0.000 claims description 47
- 238000003753 real-time PCR Methods 0.000 claims description 46
- 238000004458 analytical method Methods 0.000 claims description 41
- 208000010839 B-cell chronic lymphocytic leukemia Diseases 0.000 claims description 36
- 208000031422 Lymphocytic Chronic B-Cell Leukemia Diseases 0.000 claims description 34
- 208000032852 chronic lymphocytic leukemia Diseases 0.000 claims description 33
- 208000025205 Mantle-Cell Lymphoma Diseases 0.000 claims description 28
- 238000001262 western blot Methods 0.000 claims description 25
- 238000003752 polymerase chain reaction Methods 0.000 claims description 23
- 238000007481 next generation sequencing Methods 0.000 claims description 22
- 108020004414 DNA Proteins 0.000 claims description 18
- 239000003153 chemical reaction reagent Substances 0.000 claims description 15
- 238000012163 sequencing technique Methods 0.000 claims description 15
- 101000820294 Homo sapiens Tyrosine-protein kinase Yes Proteins 0.000 claims description 14
- 102100021788 Tyrosine-protein kinase Yes Human genes 0.000 claims description 14
- 206010012818 diffuse large B-cell lymphoma Diseases 0.000 claims description 13
- 208000031671 Large B-Cell Diffuse Lymphoma Diseases 0.000 claims description 12
- 238000009396 hybridization Methods 0.000 claims description 12
- 241000282414 Homo sapiens Species 0.000 claims description 11
- 238000011495 NanoString analysis Methods 0.000 claims description 10
- 238000005206 flow analysis Methods 0.000 claims description 10
- 238000005096 rolling process Methods 0.000 claims description 10
- 238000000636 Northern blotting Methods 0.000 claims description 9
- 201000003444 follicular lymphoma Diseases 0.000 claims description 9
- 238000007901 in situ hybridization Methods 0.000 claims description 9
- 238000002493 microarray Methods 0.000 claims description 9
- 201000007924 marginal zone B-cell lymphoma Diseases 0.000 claims description 8
- 208000021937 marginal zone lymphoma Diseases 0.000 claims description 8
- 102000049320 CD36 Human genes 0.000 claims description 6
- 108010045374 CD36 Antigens Proteins 0.000 claims description 6
- 102100025334 Guanine nucleotide-binding protein G(q) subunit alpha Human genes 0.000 claims description 6
- 101000857888 Homo sapiens Guanine nucleotide-binding protein G(q) subunit alpha Proteins 0.000 claims description 6
- 101000587820 Homo sapiens Selenide, water dikinase 1 Proteins 0.000 claims description 6
- 208000015914 Non-Hodgkin lymphomas Diseases 0.000 claims description 6
- 102100031163 Selenide, water dikinase 1 Human genes 0.000 claims description 6
- 102100022464 5'-nucleotidase Human genes 0.000 claims description 5
- 108010004483 APOBEC-3G Deaminase Proteins 0.000 claims description 5
- 102100026423 Adhesion G protein-coupled receptor E5 Human genes 0.000 claims description 5
- 102100021569 Apoptosis regulator Bcl-2 Human genes 0.000 claims description 5
- 108091012583 BCL2 Proteins 0.000 claims description 5
- 102100031109 Beta-catenin-like protein 1 Human genes 0.000 claims description 5
- 208000011691 Burkitt lymphomas Diseases 0.000 claims description 5
- 102100025228 Calcium/calmodulin-dependent protein kinase type II subunit delta Human genes 0.000 claims description 5
- 102100032918 Chromobox protein homolog 5 Human genes 0.000 claims description 5
- 102100030418 DENN domain-containing protein 3 Human genes 0.000 claims description 5
- 102100038076 DNA dC->dU-editing enzyme APOBEC-3G Human genes 0.000 claims description 5
- 102100028555 Disheveled-associated activator of morphogenesis 1 Human genes 0.000 claims description 5
- 102100040565 Dynein light chain 1, cytoplasmic Human genes 0.000 claims description 5
- 102100031862 Endoplasmic reticulum-Golgi intermediate compartment protein 1 Human genes 0.000 claims description 5
- 102100025637 FACT complex subunit SPT16 Human genes 0.000 claims description 5
- 102100023849 Glycophorin-C Human genes 0.000 claims description 5
- 102100023434 Heterogeneous nuclear ribonucleoprotein A0 Human genes 0.000 claims description 5
- 101000678236 Homo sapiens 5'-nucleotidase Proteins 0.000 claims description 5
- 101000718243 Homo sapiens Adhesion G protein-coupled receptor E5 Proteins 0.000 claims description 5
- 101000922061 Homo sapiens Beta-catenin-like protein 1 Proteins 0.000 claims description 5
- 101001077338 Homo sapiens Calcium/calmodulin-dependent protein kinase type II subunit delta Proteins 0.000 claims description 5
- 101000797581 Homo sapiens Chromobox protein homolog 5 Proteins 0.000 claims description 5
- 101000842747 Homo sapiens DENN domain-containing protein 3 Proteins 0.000 claims description 5
- 101000915413 Homo sapiens Disheveled-associated activator of morphogenesis 1 Proteins 0.000 claims description 5
- 101000966403 Homo sapiens Dynein light chain 1, cytoplasmic Proteins 0.000 claims description 5
- 101000920804 Homo sapiens Endoplasmic reticulum-Golgi intermediate compartment protein 1 Proteins 0.000 claims description 5
- 101000836111 Homo sapiens FACT complex subunit SPT16 Proteins 0.000 claims description 5
- 101000905336 Homo sapiens Glycophorin-C Proteins 0.000 claims description 5
- 101000685879 Homo sapiens Heterogeneous nuclear ribonucleoprotein A0 Proteins 0.000 claims description 5
- 101001054848 Homo sapiens Leucine zipper protein 1 Proteins 0.000 claims description 5
- 101001018100 Homo sapiens Lysozyme C Proteins 0.000 claims description 5
- 101001013097 Homo sapiens Methylmalonate-semialdehyde dehydrogenase [acylating], mitochondrial Proteins 0.000 claims description 5
- 101000896484 Homo sapiens Mitotic checkpoint protein BUB3 Proteins 0.000 claims description 5
- 101000962052 Homo sapiens Neurobeachin-like protein 2 Proteins 0.000 claims description 5
- 101001123262 Homo sapiens Proline-serine-threonine phosphatase-interacting protein 2 Proteins 0.000 claims description 5
- 101000741544 Homo sapiens Properdin Proteins 0.000 claims description 5
- 101000979460 Homo sapiens Protein Niban 1 Proteins 0.000 claims description 5
- 101000716310 Homo sapiens Protein sidekick-2 Proteins 0.000 claims description 5
- 101001137451 Homo sapiens Pyruvate dehydrogenase E1 component subunit beta, mitochondrial Proteins 0.000 claims description 5
- 101000783373 Homo sapiens Serine/threonine-protein phosphatase 2A 56 kDa regulatory subunit gamma isoform Proteins 0.000 claims description 5
- 101000837401 Homo sapiens T-cell leukemia/lymphoma protein 1A Proteins 0.000 claims description 5
- 101000653663 Homo sapiens T-complex protein 1 subunit epsilon Proteins 0.000 claims description 5
- 101000640735 Homo sapiens TSC22 domain family protein 4 Proteins 0.000 claims description 5
- 101000796022 Homo sapiens Thioredoxin-interacting protein Proteins 0.000 claims description 5
- 101000851515 Homo sapiens Transmembrane channel-like protein 8 Proteins 0.000 claims description 5
- 101000850794 Homo sapiens Tropomyosin alpha-3 chain Proteins 0.000 claims description 5
- 101001121442 Homo sapiens Ubiquitin thioesterase OTU1 Proteins 0.000 claims description 5
- 102100026915 Leucine zipper protein 1 Human genes 0.000 claims description 5
- 102100033468 Lysozyme C Human genes 0.000 claims description 5
- 241000124008 Mammalia Species 0.000 claims description 5
- 102100029676 Methylmalonate-semialdehyde dehydrogenase [acylating], mitochondrial Human genes 0.000 claims description 5
- 102100021718 Mitotic checkpoint protein BUB3 Human genes 0.000 claims description 5
- 102100039235 Neurobeachin-like protein 2 Human genes 0.000 claims description 5
- 102100029027 Proline-serine-threonine phosphatase-interacting protein 2 Human genes 0.000 claims description 5
- 102100038567 Properdin Human genes 0.000 claims description 5
- 102100023076 Protein Niban 1 Human genes 0.000 claims description 5
- 102100021005 Protein sidekick-2 Human genes 0.000 claims description 5
- 102100035711 Pyruvate dehydrogenase E1 component subunit beta, mitochondrial Human genes 0.000 claims description 5
- 102100036140 Serine/threonine-protein phosphatase 2A 56 kDa regulatory subunit gamma isoform Human genes 0.000 claims description 5
- 102100026974 Sorbitol dehydrogenase Human genes 0.000 claims description 5
- 101710184713 Sorbitol dehydrogenase Proteins 0.000 claims description 5
- 102100028676 T-cell leukemia/lymphoma protein 1A Human genes 0.000 claims description 5
- 102100029886 T-complex protein 1 subunit epsilon Human genes 0.000 claims description 5
- 102100033848 TSC22 domain family protein 4 Human genes 0.000 claims description 5
- 102100031344 Thioredoxin-interacting protein Human genes 0.000 claims description 5
- 102100036770 Transmembrane channel-like protein 8 Human genes 0.000 claims description 5
- 102100033080 Tropomyosin alpha-3 chain Human genes 0.000 claims description 5
- 102100026369 Ubiquitin thioesterase OTU1 Human genes 0.000 claims description 5
- 230000003247 decreasing effect Effects 0.000 claims description 4
- 208000036170 B-Cell Marginal Zone Lymphoma Diseases 0.000 claims description 3
- 201000007919 lymphoplasmacytic lymphoma Diseases 0.000 claims description 3
- 108090000623 proteins and genes Proteins 0.000 abstract description 97
- 238000011282 treatment Methods 0.000 abstract description 77
- IUVCFHHAEHNCFT-INIZCTEOSA-N 2-[(1s)-1-[4-amino-3-(3-fluoro-4-propan-2-yloxyphenyl)pyrazolo[3,4-d]pyrimidin-1-yl]ethyl]-6-fluoro-3-(3-fluorophenyl)chromen-4-one Chemical compound C1=C(F)C(OC(C)C)=CC=C1C(C1=C(N)N=CN=C11)=NN1[C@@H](C)C1=C(C=2C=C(F)C=CC=2)C(=O)C2=CC(F)=CC=C2O1 IUVCFHHAEHNCFT-INIZCTEOSA-N 0.000 abstract description 53
- 229940121344 umbralisib Drugs 0.000 abstract description 53
- 229950004593 ublituximab Drugs 0.000 abstract description 14
- 102100029823 Tyrosine-protein kinase BTK Human genes 0.000 description 80
- 101000864342 Homo sapiens Tyrosine-protein kinase BTK Proteins 0.000 description 74
- 206010028980 Neoplasm Diseases 0.000 description 70
- 239000002177 L01XE27 - Ibrutinib Substances 0.000 description 66
- 229960001507 ibrutinib Drugs 0.000 description 66
- XYFPWWZEPKGCCK-GOSISDBHSA-N ibrutinib Chemical compound C1=2C(N)=NC=NC=2N([C@H]2CN(CCC2)C(=O)C=C)N=C1C(C=C1)=CC=C1OC1=CC=CC=C1 XYFPWWZEPKGCCK-GOSISDBHSA-N 0.000 description 65
- 230000000694 effects Effects 0.000 description 34
- 108090000765 processed proteins & peptides Proteins 0.000 description 33
- 102000004169 proteins and genes Human genes 0.000 description 33
- 201000011510 cancer Diseases 0.000 description 32
- 235000018102 proteins Nutrition 0.000 description 32
- 210000003719 b-lymphocyte Anatomy 0.000 description 27
- 239000000523 sample Substances 0.000 description 27
- 102000004196 processed proteins & peptides Human genes 0.000 description 25
- 230000004044 response Effects 0.000 description 24
- 150000002500 ions Chemical class 0.000 description 23
- 230000026731 phosphorylation Effects 0.000 description 21
- 238000006366 phosphorylation reaction Methods 0.000 description 21
- 230000000977 initiatory effect Effects 0.000 description 19
- 230000036210 malignancy Effects 0.000 description 19
- 102100022005 B-lymphocyte antigen CD20 Human genes 0.000 description 18
- 101000897405 Homo sapiens B-lymphocyte antigen CD20 Proteins 0.000 description 18
- 208000037265 diseases, disorders, signs and symptoms Diseases 0.000 description 18
- 239000003814 drug Substances 0.000 description 16
- 229920001184 polypeptide Polymers 0.000 description 15
- 238000003556 assay Methods 0.000 description 14
- -1 PLCy2 Proteins 0.000 description 13
- 230000027455 binding Effects 0.000 description 13
- 229940079593 drug Drugs 0.000 description 13
- 238000000338 in vitro Methods 0.000 description 13
- 210000003819 peripheral blood mononuclear cell Anatomy 0.000 description 13
- 108091000080 Phosphotransferase Proteins 0.000 description 12
- 238000004949 mass spectrometry Methods 0.000 description 12
- 102000020233 phosphotransferase Human genes 0.000 description 12
- 229960004641 rituximab Drugs 0.000 description 12
- 101001030211 Homo sapiens Myc proto-oncogene protein Proteins 0.000 description 11
- 238000001042 affinity chromatography Methods 0.000 description 11
- 210000004369 blood Anatomy 0.000 description 11
- 239000008280 blood Substances 0.000 description 11
- 239000003795 chemical substances by application Substances 0.000 description 11
- 230000014509 gene expression Effects 0.000 description 11
- 238000001727 in vivo Methods 0.000 description 11
- 108020004999 messenger RNA Proteins 0.000 description 11
- 230000035772 mutation Effects 0.000 description 11
- 230000009467 reduction Effects 0.000 description 11
- AOJJSUZBOXZQNB-TZSSRYMLSA-N Doxorubicin Chemical compound O([C@H]1C[C@@](O)(CC=2C(O)=C3C(=O)C=4C=CC=C(C=4C(=O)C3=C(O)C=21)OC)C(=O)CO)[C@H]1C[C@H](N)[C@H](O)[C@H](C)O1 AOJJSUZBOXZQNB-TZSSRYMLSA-N 0.000 description 10
- 102100038895 Myc proto-oncogene protein Human genes 0.000 description 10
- GWEVSGVZZGPLCZ-UHFFFAOYSA-N Titan oxide Chemical compound O=[Ti]=O GWEVSGVZZGPLCZ-UHFFFAOYSA-N 0.000 description 10
- 230000001419 dependent effect Effects 0.000 description 10
- 230000003203 everyday effect Effects 0.000 description 10
- 108091032973 (ribonucleotides)n+m Proteins 0.000 description 9
- 108091008875 B cell receptors Proteins 0.000 description 9
- 101001011441 Homo sapiens Interferon regulatory factor 4 Proteins 0.000 description 9
- 102100030126 Interferon regulatory factor 4 Human genes 0.000 description 9
- 238000003559 RNA-seq method Methods 0.000 description 9
- WDENQIQQYWYTPO-IBGZPJMESA-N acalabrutinib Chemical compound CC#CC(=O)N1CCC[C@H]1C1=NC(C=2C=CC(=CC=2)C(=O)NC=2N=CC=CC=2)=C2N1C=CN=C2N WDENQIQQYWYTPO-IBGZPJMESA-N 0.000 description 9
- 230000002354 daily effect Effects 0.000 description 9
- 201000010099 disease Diseases 0.000 description 9
- 208000035475 disorder Diseases 0.000 description 9
- 230000002427 irreversible effect Effects 0.000 description 9
- 150000003839 salts Chemical class 0.000 description 9
- 229950009821 acalabrutinib Drugs 0.000 description 8
- 238000004587 chromatography analysis Methods 0.000 description 8
- 230000037361 pathway Effects 0.000 description 8
- BZQFBWGGLXLEPQ-REOHCLBHSA-N phosphoserine Chemical compound OC(=O)[C@@H](N)COP(O)(O)=O BZQFBWGGLXLEPQ-REOHCLBHSA-N 0.000 description 8
- 101100278318 Dictyostelium discoideum dohh-2 gene Proteins 0.000 description 7
- 108010026552 Proteome Proteins 0.000 description 7
- 102100027508 RANBP2-like and GRIP domain-containing protein 5/6 Human genes 0.000 description 7
- 208000033559 Waldenström macroglobulinemia Diseases 0.000 description 7
- 230000010056 antibody-dependent cellular cytotoxicity Effects 0.000 description 7
- 230000007423 decrease Effects 0.000 description 7
- 238000005516 engineering process Methods 0.000 description 7
- 238000000684 flow cytometry Methods 0.000 description 7
- BDAGIHXWWSANSR-UHFFFAOYSA-N methanoic acid Natural products OC=O BDAGIHXWWSANSR-UHFFFAOYSA-N 0.000 description 7
- USRGIUJOYOXOQJ-GBXIJSLDSA-N phosphothreonine Chemical compound OP(=O)(O)O[C@H](C)[C@H](N)C(O)=O USRGIUJOYOXOQJ-GBXIJSLDSA-N 0.000 description 7
- DCWXELXMIBXGTH-UHFFFAOYSA-N phosphotyrosine Chemical compound OC(=O)C(N)CC1=CC=C(OP(O)(O)=O)C=C1 DCWXELXMIBXGTH-UHFFFAOYSA-N 0.000 description 7
- 238000000746 purification Methods 0.000 description 7
- 230000001105 regulatory effect Effects 0.000 description 7
- 238000013518 transcription Methods 0.000 description 7
- 230000035897 transcription Effects 0.000 description 7
- 238000010356 CRISPR-Cas9 genome editing Methods 0.000 description 6
- CMSMOCZEIVJLDB-UHFFFAOYSA-N Cyclophosphamide Chemical compound ClCCN(CCCl)P1(=O)NCCCO1 CMSMOCZEIVJLDB-UHFFFAOYSA-N 0.000 description 6
- 102000004190 Enzymes Human genes 0.000 description 6
- 108090000790 Enzymes Proteins 0.000 description 6
- 101000579956 Homo sapiens RANBP2-like and GRIP domain-containing protein 5/6 Proteins 0.000 description 6
- 230000004913 activation Effects 0.000 description 6
- 230000033228 biological regulation Effects 0.000 description 6
- 230000005754 cellular signaling Effects 0.000 description 6
- 150000001875 compounds Chemical class 0.000 description 6
- 229960004397 cyclophosphamide Drugs 0.000 description 6
- 238000001514 detection method Methods 0.000 description 6
- 229940088598 enzyme Drugs 0.000 description 6
- 239000000284 extract Substances 0.000 description 6
- 210000002540 macrophage Anatomy 0.000 description 6
- 230000007246 mechanism Effects 0.000 description 6
- 239000000047 product Substances 0.000 description 6
- 230000004083 survival effect Effects 0.000 description 6
- 102000003855 L-lactate dehydrogenase Human genes 0.000 description 5
- 108700023483 L-lactate dehydrogenases Proteins 0.000 description 5
- 206010025323 Lymphomas Diseases 0.000 description 5
- 150000001413 amino acids Chemical class 0.000 description 5
- 230000004663 cell proliferation Effects 0.000 description 5
- 238000012054 celltiter-glo Methods 0.000 description 5
- 230000030609 dephosphorylation Effects 0.000 description 5
- 238000006209 dephosphorylation reaction Methods 0.000 description 5
- 238000011161 development Methods 0.000 description 5
- 230000018109 developmental process Effects 0.000 description 5
- 229960004679 doxorubicin Drugs 0.000 description 5
- 238000003119 immunoblot Methods 0.000 description 5
- 230000002401 inhibitory effect Effects 0.000 description 5
- 239000000203 mixture Substances 0.000 description 5
- 230000004048 modification Effects 0.000 description 5
- 238000012986 modification Methods 0.000 description 5
- 102000039446 nucleic acids Human genes 0.000 description 5
- 108020004707 nucleic acids Proteins 0.000 description 5
- 150000007523 nucleic acids Chemical class 0.000 description 5
- 238000011002 quantification Methods 0.000 description 5
- 238000009097 single-agent therapy Methods 0.000 description 5
- 208000024891 symptom Diseases 0.000 description 5
- 238000004885 tandem mass spectrometry Methods 0.000 description 5
- 210000004881 tumor cell Anatomy 0.000 description 5
- 229960004528 vincristine Drugs 0.000 description 5
- OGWKCGZFUXNPDA-XQKSVPLYSA-N vincristine Chemical compound C([N@]1C[C@@H](C[C@]2(C(=O)OC)C=3C(=CC4=C([C@]56[C@H]([C@@]([C@H](OC(C)=O)[C@]7(CC)C=CCN([C@H]67)CC5)(O)C(=O)OC)N4C=O)C=3)OC)C[C@@](C1)(O)CC)CC1=C2NC2=CC=CC=C12 OGWKCGZFUXNPDA-XQKSVPLYSA-N 0.000 description 5
- OGWKCGZFUXNPDA-UHFFFAOYSA-N vincristine Natural products C1C(CC)(O)CC(CC2(C(=O)OC)C=3C(=CC4=C(C56C(C(C(OC(C)=O)C7(CC)C=CCN(C67)CC5)(O)C(=O)OC)N4C=O)C=3)OC)CN1CCC1=C2NC2=CC=CC=C12 OGWKCGZFUXNPDA-UHFFFAOYSA-N 0.000 description 5
- RNOAOAWBMHREKO-QFIPXVFZSA-N (7S)-2-(4-phenoxyphenyl)-7-(1-prop-2-enoylpiperidin-4-yl)-4,5,6,7-tetrahydropyrazolo[1,5-a]pyrimidine-3-carboxamide Chemical compound C(C=C)(=O)N1CCC(CC1)[C@@H]1CCNC=2N1N=C(C=2C(=O)N)C1=CC=C(C=C1)OC1=CC=CC=C1 RNOAOAWBMHREKO-QFIPXVFZSA-N 0.000 description 4
- SEJLPXCPMNSRAM-GOSISDBHSA-N 6-amino-9-[(3r)-1-but-2-ynoylpyrrolidin-3-yl]-7-(4-phenoxyphenyl)purin-8-one Chemical compound C1N(C(=O)C#CC)CC[C@H]1N1C(=O)N(C=2C=CC(OC=3C=CC=CC=3)=CC=2)C2=C(N)N=CN=C21 SEJLPXCPMNSRAM-GOSISDBHSA-N 0.000 description 4
- 102100026401 Actin-related protein 2/3 complex subunit 5-like protein Human genes 0.000 description 4
- 108010029445 Agammaglobulinaemia Tyrosine Kinase Proteins 0.000 description 4
- 102100037799 DNA-binding protein Ikaros Human genes 0.000 description 4
- 101000785745 Homo sapiens Actin-related protein 2/3 complex subunit 5-like protein Proteins 0.000 description 4
- 101001017828 Homo sapiens Leucine-rich repeat flightless-interacting protein 1 Proteins 0.000 description 4
- 101001091990 Homo sapiens Rho GTPase-activating protein 24 Proteins 0.000 description 4
- 102100033303 Leucine-rich repeat flightless-interacting protein 1 Human genes 0.000 description 4
- 108010063737 Myristoylated Alanine-Rich C Kinase Substrate Proteins 0.000 description 4
- 102000015695 Myristoylated Alanine-Rich C Kinase Substrate Human genes 0.000 description 4
- BZQFBWGGLXLEPQ-UHFFFAOYSA-N O-phosphoryl-L-serine Natural products OC(=O)C(N)COP(O)(O)=O BZQFBWGGLXLEPQ-UHFFFAOYSA-N 0.000 description 4
- 102100035741 Rho GTPase-activating protein 24 Human genes 0.000 description 4
- 108091023040 Transcription factor Proteins 0.000 description 4
- 230000008859 change Effects 0.000 description 4
- 238000001360 collision-induced dissociation Methods 0.000 description 4
- 230000009089 cytolysis Effects 0.000 description 4
- 229950006137 dexfosfoserine Drugs 0.000 description 4
- 230000012010 growth Effects 0.000 description 4
- 238000011534 incubation Methods 0.000 description 4
- FXDLIMJMHVKXAR-UHFFFAOYSA-K iron(III) nitrilotriacetate Chemical compound [Fe+3].[O-]C(=O)CN(CC([O-])=O)CC([O-])=O FXDLIMJMHVKXAR-UHFFFAOYSA-K 0.000 description 4
- 239000006166 lysate Substances 0.000 description 4
- 230000003211 malignant effect Effects 0.000 description 4
- 230000001404 mediated effect Effects 0.000 description 4
- 239000002609 medium Substances 0.000 description 4
- 229960003347 obinutuzumab Drugs 0.000 description 4
- XOFYZVNMUHMLCC-ZPOLXVRWSA-N prednisone Chemical compound O=C1C=C[C@]2(C)[C@H]3C(=O)C[C@](C)([C@@](CC4)(O)C(=O)CO)[C@@H]4[C@@H]3CCC2=C1 XOFYZVNMUHMLCC-ZPOLXVRWSA-N 0.000 description 4
- 229960004618 prednisone Drugs 0.000 description 4
- 230000008569 process Effects 0.000 description 4
- 238000007619 statistical method Methods 0.000 description 4
- 210000000130 stem cell Anatomy 0.000 description 4
- 230000001225 therapeutic effect Effects 0.000 description 4
- 239000010936 titanium Substances 0.000 description 4
- 230000004614 tumor growth Effects 0.000 description 4
- 229950007153 zanubrutinib Drugs 0.000 description 4
- OSWFIVFLDKOXQC-UHFFFAOYSA-N 4-(3-methoxyphenyl)aniline Chemical compound COC1=CC=CC(C=2C=CC(N)=CC=2)=C1 OSWFIVFLDKOXQC-UHFFFAOYSA-N 0.000 description 3
- 102000052052 Casein Kinase II Human genes 0.000 description 3
- 108010010919 Casein Kinase II Proteins 0.000 description 3
- 102100039315 Cytoplasmic polyadenylation element-binding protein 4 Human genes 0.000 description 3
- IAZDPXIOMUYVGZ-UHFFFAOYSA-N Dimethylsulphoxide Chemical compound CS(C)=O IAZDPXIOMUYVGZ-UHFFFAOYSA-N 0.000 description 3
- 102100038912 E3 SUMO-protein ligase RanBP2 Human genes 0.000 description 3
- 239000004606 Fillers/Extenders Substances 0.000 description 3
- 101000745636 Homo sapiens Cytoplasmic polyadenylation element-binding protein 4 Proteins 0.000 description 3
- 101000599038 Homo sapiens DNA-binding protein Ikaros Proteins 0.000 description 3
- 101000579957 Homo sapiens RANBP2-like and GRIP domain-containing protein 8 Proteins 0.000 description 3
- 101001060862 Homo sapiens Ras-related protein Rab-31 Proteins 0.000 description 3
- 101000988424 Homo sapiens cAMP-specific 3',5'-cyclic phosphodiesterase 4B Proteins 0.000 description 3
- 101150016712 IKZF1 gene Proteins 0.000 description 3
- 102000007999 Nuclear Proteins Human genes 0.000 description 3
- 108010089610 Nuclear Proteins Proteins 0.000 description 3
- 108700020796 Oncogene Proteins 0.000 description 3
- 206010035226 Plasma cell myeloma Diseases 0.000 description 3
- 102000001253 Protein Kinase Human genes 0.000 description 3
- 102100027504 RANBP2-like and GRIP domain-containing protein 8 Human genes 0.000 description 3
- 102100027838 Ras-related protein Rab-31 Human genes 0.000 description 3
- 102000040945 Transcription factor Human genes 0.000 description 3
- XSQUKJJJFZCRTK-UHFFFAOYSA-N Urea Chemical compound NC(N)=O XSQUKJJJFZCRTK-UHFFFAOYSA-N 0.000 description 3
- 238000003491 array Methods 0.000 description 3
- ABSXPNGWJFAPRT-UHFFFAOYSA-N benzenesulfonic acid;n-[3-[[5-fluoro-2-[4-(2-methoxyethoxy)anilino]pyrimidin-4-yl]amino]phenyl]prop-2-enamide Chemical compound OS(=O)(=O)C1=CC=CC=C1.C1=CC(OCCOC)=CC=C1NC1=NC=C(F)C(NC=2C=C(NC(=O)C=C)C=CC=2)=N1 ABSXPNGWJFAPRT-UHFFFAOYSA-N 0.000 description 3
- 210000001185 bone marrow Anatomy 0.000 description 3
- 102100029168 cAMP-specific 3',5'-cyclic phosphodiesterase 4B Human genes 0.000 description 3
- 239000004202 carbamide Substances 0.000 description 3
- 238000005119 centrifugation Methods 0.000 description 3
- 230000000052 comparative effect Effects 0.000 description 3
- SLPJGDQJLTYWCI-UHFFFAOYSA-N dimethyl-(4,5,6,7-tetrabromo-1h-benzoimidazol-2-yl)-amine Chemical compound BrC1=C(Br)C(Br)=C2NC(N(C)C)=NC2=C1Br SLPJGDQJLTYWCI-UHFFFAOYSA-N 0.000 description 3
- 230000003828 downregulation Effects 0.000 description 3
- 239000012636 effector Substances 0.000 description 3
- 238000001976 enzyme digestion Methods 0.000 description 3
- 102000052116 epidermal growth factor receptor activity proteins Human genes 0.000 description 3
- 108700015053 epidermal growth factor receptor activity proteins Proteins 0.000 description 3
- 229960005420 etoposide Drugs 0.000 description 3
- VJJPUSNTGOMMGY-MRVIYFEKSA-N etoposide Chemical compound COC1=C(O)C(OC)=CC([C@@H]2C3=CC=4OCOC=4C=C3[C@@H](O[C@H]3[C@@H]([C@@H](O)[C@@H]4O[C@H](C)OC[C@H]4O3)O)[C@@H]3[C@@H]2C(OC3)=O)=C1 VJJPUSNTGOMMGY-MRVIYFEKSA-N 0.000 description 3
- 238000002474 experimental method Methods 0.000 description 3
- 238000001914 filtration Methods 0.000 description 3
- 235000019253 formic acid Nutrition 0.000 description 3
- 238000005194 fractionation Methods 0.000 description 3
- 239000012634 fragment Substances 0.000 description 3
- 210000003958 hematopoietic stem cell Anatomy 0.000 description 3
- 230000001771 impaired effect Effects 0.000 description 3
- 230000003993 interaction Effects 0.000 description 3
- 208000032839 leukemia Diseases 0.000 description 3
- 210000004698 lymphocyte Anatomy 0.000 description 3
- YOHYSYJDKVYCJI-UHFFFAOYSA-N n-[3-[[6-[3-(trifluoromethyl)anilino]pyrimidin-4-yl]amino]phenyl]cyclopropanecarboxamide Chemical compound FC(F)(F)C1=CC=CC(NC=2N=CN=C(NC=3C=C(NC(=O)C4CC4)C=CC=3)C=2)=C1 YOHYSYJDKVYCJI-UHFFFAOYSA-N 0.000 description 3
- 239000013610 patient sample Substances 0.000 description 3
- 239000008188 pellet Substances 0.000 description 3
- 230000003389 potentiating effect Effects 0.000 description 3
- 239000002243 precursor Substances 0.000 description 3
- 238000002203 pretreatment Methods 0.000 description 3
- 238000000513 principal component analysis Methods 0.000 description 3
- 238000000159 protein binding assay Methods 0.000 description 3
- 108060006633 protein kinase Proteins 0.000 description 3
- 108010062219 ran-binding protein 2 Proteins 0.000 description 3
- 230000002829 reductive effect Effects 0.000 description 3
- 238000010839 reverse transcription Methods 0.000 description 3
- 230000019491 signal transduction Effects 0.000 description 3
- 239000000126 substance Substances 0.000 description 3
- 229940124597 therapeutic agent Drugs 0.000 description 3
- 238000002560 therapeutic procedure Methods 0.000 description 3
- 210000001519 tissue Anatomy 0.000 description 3
- 230000002103 transcriptional effect Effects 0.000 description 3
- QLRRJMOBVVGXEJ-XHSDSOJGSA-N (3r,4s)-1-(6-amino-5-fluoropyrimidin-4-yl)-3-[(3r)-3-[3-chloro-5-(trifluoromethyl)anilino]-2-oxopiperidin-1-yl]piperidine-4-carboxamide Chemical compound N([C@@H]1CCCN(C1=O)[C@H]1CN(CC[C@@H]1C(=O)N)C=1C(=C(N)N=CN=1)F)C1=CC(Cl)=CC(C(F)(F)F)=C1 QLRRJMOBVVGXEJ-XHSDSOJGSA-N 0.000 description 2
- GMJUPMONHWAZCP-UHFFFAOYSA-N 1-Cyclopentyl-3-(4-phenoxyphenyl)-1H-pyrazolo[3,4-d]pyrimidin-4-amine Chemical compound C1=2C(N)=NC=NC=2N(C2CCCC2)N=C1C(C=C1)=CC=C1OC1=CC=CC=C1 GMJUPMONHWAZCP-UHFFFAOYSA-N 0.000 description 2
- QKNYBSVHEMOAJP-UHFFFAOYSA-N 2-amino-2-(hydroxymethyl)propane-1,3-diol;hydron;chloride Chemical compound Cl.OCC(N)(CO)CO QKNYBSVHEMOAJP-UHFFFAOYSA-N 0.000 description 2
- WNEODWDFDXWOLU-QHCPKHFHSA-N 3-[3-(hydroxymethyl)-4-[1-methyl-5-[[5-[(2s)-2-methyl-4-(oxetan-3-yl)piperazin-1-yl]pyridin-2-yl]amino]-6-oxopyridin-3-yl]pyridin-2-yl]-7,7-dimethyl-1,2,6,8-tetrahydrocyclopenta[3,4]pyrrolo[3,5-b]pyrazin-4-one Chemical compound C([C@@H](N(CC1)C=2C=NC(NC=3C(N(C)C=C(C=3)C=3C(=C(N4C(C5=CC=6CC(C)(C)CC=6N5CC4)=O)N=CC=3)CO)=O)=CC=2)C)N1C1COC1 WNEODWDFDXWOLU-QHCPKHFHSA-N 0.000 description 2
- CGJVMKJGKFEHTL-HSZRJFAPSA-N 3-[4-amino-1-[(3r)-1-prop-2-enoylpiperidin-3-yl]pyrazolo[3,4-d]pyrimidin-3-yl]-n-(3-methyl-4-propan-2-ylphenyl)benzamide Chemical compound C1=C(C)C(C(C)C)=CC=C1NC(=O)C1=CC=CC(C=2C3=C(N)N=CN=C3N([C@H]3CN(CCC3)C(=O)C=C)N=2)=C1 CGJVMKJGKFEHTL-HSZRJFAPSA-N 0.000 description 2
- UZLCQAXOQKFVGP-UHFFFAOYSA-N 4-[(6-ethyl-7H-purin-2-yl)amino]benzenesulfonamide Chemical compound C(C)C1=C2N=CNC2=NC(=N1)NC1=CC=C(C=C1)S(=O)(=O)N UZLCQAXOQKFVGP-UHFFFAOYSA-N 0.000 description 2
- FWZAWAUZXYCBKZ-NSHDSACASA-N 5-amino-3-[4-[[(5-fluoro-2-methoxybenzoyl)amino]methyl]phenyl]-1-[(2S)-1,1,1-trifluoropropan-2-yl]pyrazole-4-carboxamide Chemical compound COc1ccc(F)cc1C(=O)NCc1ccc(cc1)-c1nn([C@@H](C)C(F)(F)F)c(N)c1C(N)=O FWZAWAUZXYCBKZ-NSHDSACASA-N 0.000 description 2
- SJVQHLPISAIATJ-ZDUSSCGKSA-N 8-chloro-2-phenyl-3-[(1S)-1-(7H-purin-6-ylamino)ethyl]-1-isoquinolinone Chemical compound C1([C@@H](NC=2C=3N=CNC=3N=CN=2)C)=CC2=CC=CC(Cl)=C2C(=O)N1C1=CC=CC=C1 SJVQHLPISAIATJ-ZDUSSCGKSA-N 0.000 description 2
- 108010016281 ADP-Ribosylation Factor 1 Proteins 0.000 description 2
- 102100034341 ADP-ribosylation factor 1 Human genes 0.000 description 2
- 102100036610 AN1-type zinc finger protein 5 Human genes 0.000 description 2
- CSCPPACGZOOCGX-UHFFFAOYSA-N Acetone Chemical compound CC(C)=O CSCPPACGZOOCGX-UHFFFAOYSA-N 0.000 description 2
- 208000024893 Acute lymphoblastic leukemia Diseases 0.000 description 2
- 208000014697 Acute lymphocytic leukaemia Diseases 0.000 description 2
- 102100034112 Alkyldihydroxyacetonephosphate synthase, peroxisomal Human genes 0.000 description 2
- 102100035021 Ataxin-1-like Human genes 0.000 description 2
- 241000972773 Aulopiformes Species 0.000 description 2
- 102100027052 Bone morphogenetic protein receptor type-1B Human genes 0.000 description 2
- 102100027951 Brain and acute leukemia cytoplasmic protein Human genes 0.000 description 2
- 102100026194 C-type lectin domain family 2 member B Human genes 0.000 description 2
- 108091033409 CRISPR Proteins 0.000 description 2
- 241000283707 Capra Species 0.000 description 2
- 102100025064 Cellular tumor antigen p53 Human genes 0.000 description 2
- 108010077544 Chromatin Proteins 0.000 description 2
- 102100034528 Core histone macro-H2A.1 Human genes 0.000 description 2
- UHDGCWIWMRVCDJ-CCXZUQQUSA-N Cytarabine Chemical compound O=C1N=C(N)C=CN1[C@H]1[C@@H](O)[C@H](O)[C@@H](CO)O1 UHDGCWIWMRVCDJ-CCXZUQQUSA-N 0.000 description 2
- 102100031565 Cytidine and dCMP deaminase domain-containing protein 1 Human genes 0.000 description 2
- 102100032218 Cytokine-inducible SH2-containing protein Human genes 0.000 description 2
- 102100021147 DNA mismatch repair protein Msh6 Human genes 0.000 description 2
- 102100036740 DNA replication complex GINS protein PSF3 Human genes 0.000 description 2
- 102100030960 DNA replication licensing factor MCM2 Human genes 0.000 description 2
- 102100036039 Diphosphoinositol polyphosphate phosphohydrolase 2 Human genes 0.000 description 2
- 206010061818 Disease progression Diseases 0.000 description 2
- 102100035425 DnaJ homolog subfamily B member 6 Human genes 0.000 description 2
- 102100027274 Dual specificity protein phosphatase 6 Human genes 0.000 description 2
- 102100029106 Ethylmalonyl-CoA decarboxylase Human genes 0.000 description 2
- 102100035549 Eukaryotic translation initiation factor 2 subunit 1 Human genes 0.000 description 2
- 102100040135 FGFR1 oncogene partner 2 Human genes 0.000 description 2
- VTLYFUHAOXGGBS-UHFFFAOYSA-N Fe3+ Chemical compound [Fe+3] VTLYFUHAOXGGBS-UHFFFAOYSA-N 0.000 description 2
- 102100028931 Formin-like protein 2 Human genes 0.000 description 2
- 108700039691 Genetic Promoter Regions Proteins 0.000 description 2
- 102100038367 Gremlin-1 Human genes 0.000 description 2
- 102100031153 Growth arrest and DNA damage-inducible protein GADD45 beta Human genes 0.000 description 2
- 102100028539 Guanylate-binding protein 5 Human genes 0.000 description 2
- 102100027377 HBS1-like protein Human genes 0.000 description 2
- 208000002250 Hematologic Neoplasms Diseases 0.000 description 2
- 102100022191 Hemogen Human genes 0.000 description 2
- 102100039381 Heparan-sulfate 6-O-sulfotransferase 2 Human genes 0.000 description 2
- 102100022103 Histone-lysine N-methyltransferase 2A Human genes 0.000 description 2
- 101000691589 Homo sapiens 1-phosphatidylinositol 4,5-bisphosphate phosphodiesterase gamma-2 Proteins 0.000 description 2
- 101000782077 Homo sapiens AN1-type zinc finger protein 5 Proteins 0.000 description 2
- 101000799143 Homo sapiens Alkyldihydroxyacetonephosphate synthase, peroxisomal Proteins 0.000 description 2
- 101000873101 Homo sapiens Ataxin-1-like Proteins 0.000 description 2
- 101000984546 Homo sapiens Bone morphogenetic protein receptor type-1B Proteins 0.000 description 2
- 101000697853 Homo sapiens Brain and acute leukemia cytoplasmic protein Proteins 0.000 description 2
- 101000912618 Homo sapiens C-type lectin domain family 2 member B Proteins 0.000 description 2
- 101001067929 Homo sapiens Core histone macro-H2A.1 Proteins 0.000 description 2
- 101000716088 Homo sapiens Cyclin-L1 Proteins 0.000 description 2
- 101000777693 Homo sapiens Cytidine and dCMP deaminase domain-containing protein 1 Proteins 0.000 description 2
- 101000943420 Homo sapiens Cytokine-inducible SH2-containing protein Proteins 0.000 description 2
- 101000968658 Homo sapiens DNA mismatch repair protein Msh6 Proteins 0.000 description 2
- 101001136564 Homo sapiens DNA replication complex GINS protein PSF3 Proteins 0.000 description 2
- 101000583807 Homo sapiens DNA replication licensing factor MCM2 Proteins 0.000 description 2
- 101000595333 Homo sapiens Diphosphoinositol polyphosphate phosphohydrolase 2 Proteins 0.000 description 2
- 101000804112 Homo sapiens DnaJ homolog subfamily B member 6 Proteins 0.000 description 2
- 101001057587 Homo sapiens Dual specificity protein phosphatase 6 Proteins 0.000 description 2
- 101000841277 Homo sapiens Ethylmalonyl-CoA decarboxylase Proteins 0.000 description 2
- 101001020112 Homo sapiens Eukaryotic translation initiation factor 2 subunit 1 Proteins 0.000 description 2
- 101000890644 Homo sapiens FGFR1 oncogene partner 2 Proteins 0.000 description 2
- 101001059384 Homo sapiens Formin-like protein 2 Proteins 0.000 description 2
- 101001032872 Homo sapiens Gremlin-1 Proteins 0.000 description 2
- 101001066164 Homo sapiens Growth arrest and DNA damage-inducible protein GADD45 beta Proteins 0.000 description 2
- 101001058850 Homo sapiens Guanylate-binding protein 5 Proteins 0.000 description 2
- 101001009070 Homo sapiens HBS1-like protein Proteins 0.000 description 2
- 101001045553 Homo sapiens Hemogen Proteins 0.000 description 2
- 101001035622 Homo sapiens Heparan-sulfate 6-O-sulfotransferase 2 Proteins 0.000 description 2
- 101001045846 Homo sapiens Histone-lysine N-methyltransferase 2A Proteins 0.000 description 2
- 101001034844 Homo sapiens Interferon-induced transmembrane protein 1 Proteins 0.000 description 2
- 101001139117 Homo sapiens Krueppel-like factor 7 Proteins 0.000 description 2
- 101001139112 Homo sapiens Krueppel-like factor 9 Proteins 0.000 description 2
- 101001065658 Homo sapiens Leukocyte-specific transcript 1 protein Proteins 0.000 description 2
- 101000958390 Homo sapiens Mannosyl-oligosaccharide 1,2-alpha-mannosidase IA Proteins 0.000 description 2
- 101000627861 Homo sapiens Matrix metalloproteinase-28 Proteins 0.000 description 2
- 101000972286 Homo sapiens Mucin-4 Proteins 0.000 description 2
- 101000969961 Homo sapiens Neurexin-3 Proteins 0.000 description 2
- 101000969963 Homo sapiens Neurexin-3-beta Proteins 0.000 description 2
- 101000720966 Homo sapiens Opsin-3 Proteins 0.000 description 2
- 101000687346 Homo sapiens PR domain zinc finger protein 2 Proteins 0.000 description 2
- 101000579484 Homo sapiens Period circadian protein homolog 1 Proteins 0.000 description 2
- 101001094868 Homo sapiens Plexin-D1 Proteins 0.000 description 2
- 101001126582 Homo sapiens Post-GPI attachment to proteins factor 3 Proteins 0.000 description 2
- 101000730802 Homo sapiens Prefoldin subunit 6 Proteins 0.000 description 2
- 101000959489 Homo sapiens Protein AF-9 Proteins 0.000 description 2
- 101000971400 Homo sapiens Protein kinase C eta type Proteins 0.000 description 2
- 101000611643 Homo sapiens Protein phosphatase 1 regulatory subunit 15A Proteins 0.000 description 2
- 101000786203 Homo sapiens Protein yippee-like 5 Proteins 0.000 description 2
- 101000591128 Homo sapiens RNA-binding protein Musashi homolog 2 Proteins 0.000 description 2
- 101000579955 Homo sapiens RanBP2-like and GRIP domain-containing protein 4 Proteins 0.000 description 2
- 101000631899 Homo sapiens Ribosome maturation protein SBDS Proteins 0.000 description 2
- 101000742883 Homo sapiens Roquin-2 Proteins 0.000 description 2
- 101000654674 Homo sapiens Semaphorin-6A Proteins 0.000 description 2
- 101001047637 Homo sapiens Serine/threonine-protein kinase LATS2 Proteins 0.000 description 2
- 101000780111 Homo sapiens Serine/threonine-protein phosphatase 6 regulatory ankyrin repeat subunit A Proteins 0.000 description 2
- 101000836075 Homo sapiens Serpin B9 Proteins 0.000 description 2
- 101000642262 Homo sapiens Spondin-1 Proteins 0.000 description 2
- 101000642688 Homo sapiens Syntaxin-3 Proteins 0.000 description 2
- 101000813738 Homo sapiens Transcription factor ETV6 Proteins 0.000 description 2
- 101000904499 Homo sapiens Transcription regulator protein BACH2 Proteins 0.000 description 2
- 101000801209 Homo sapiens Transducin-like enhancer protein 4 Proteins 0.000 description 2
- 101000836174 Homo sapiens Tumor protein p53-inducible nuclear protein 1 Proteins 0.000 description 2
- 101000727826 Homo sapiens Tyrosine-protein kinase RYK Proteins 0.000 description 2
- 101000841471 Homo sapiens Ubiquitin carboxyl-terminal hydrolase 15 Proteins 0.000 description 2
- 101000644682 Homo sapiens Ubiquitin-conjugating enzyme E2 H Proteins 0.000 description 2
- 101001002579 Homo sapiens Zinc finger protein Pegasus Proteins 0.000 description 2
- 101000802094 Homo sapiens mRNA decay activator protein ZFP36L1 Proteins 0.000 description 2
- 101000802101 Homo sapiens mRNA decay activator protein ZFP36L2 Proteins 0.000 description 2
- 102100040021 Interferon-induced transmembrane protein 1 Human genes 0.000 description 2
- 102100020692 Krueppel-like factor 7 Human genes 0.000 description 2
- 102100020684 Krueppel-like factor 9 Human genes 0.000 description 2
- UVSVTDVJQAJIFG-VURMDHGXSA-N LFM-A13 Chemical compound C\C(O)=C(/C#N)C(=O)NC1=CC(Br)=CC=C1Br UVSVTDVJQAJIFG-VURMDHGXSA-N 0.000 description 2
- 206010025280 Lymphocytosis Diseases 0.000 description 2
- 102000019149 MAP kinase activity proteins Human genes 0.000 description 2
- 108040008097 MAP kinase activity proteins Proteins 0.000 description 2
- 102100038245 Mannosyl-oligosaccharide 1,2-alpha-mannosidase IA Human genes 0.000 description 2
- 102100026799 Matrix metalloproteinase-28 Human genes 0.000 description 2
- 206010027476 Metastases Diseases 0.000 description 2
- 241001024304 Mino Species 0.000 description 2
- 102100022693 Mucin-4 Human genes 0.000 description 2
- 241000699670 Mus sp. Species 0.000 description 2
- UNHZLHSLZZWMNP-LLVKDONJSA-N NC(=O)c1ccc([C@@H]2CCCN(C2)C(=O)C=C)c2cc[nH]c12 Chemical compound NC(=O)c1ccc([C@@H]2CCCN(C2)C(=O)C=C)c2cc[nH]c12 UNHZLHSLZZWMNP-LLVKDONJSA-N 0.000 description 2
- 102100027347 Neural cell adhesion molecule 1 Human genes 0.000 description 2
- 102100021310 Neurexin-3 Human genes 0.000 description 2
- 102100023617 Neutrophil cytosol factor 4 Human genes 0.000 description 2
- 102100025909 Opsin-3 Human genes 0.000 description 2
- 102100024885 PR domain zinc finger protein 2 Human genes 0.000 description 2
- 102100028293 Period circadian protein homolog 1 Human genes 0.000 description 2
- 206010057249 Phagocytosis Diseases 0.000 description 2
- 102100036056 Phosphatidylinositol 4,5-bisphosphate 3-kinase catalytic subunit delta isoform Human genes 0.000 description 2
- 101710204747 Phosphatidylinositol 4,5-bisphosphate 3-kinase catalytic subunit delta isoform Proteins 0.000 description 2
- 108010056751 Phospholipase C gamma Proteins 0.000 description 2
- 102000004422 Phospholipase C gamma Human genes 0.000 description 2
- 102100035380 Plexin-D1 Human genes 0.000 description 2
- 208000006664 Precursor Cell Lymphoblastic Leukemia-Lymphoma Diseases 0.000 description 2
- 102100032926 Prefoldin subunit 6 Human genes 0.000 description 2
- 102100039686 Protein AF-9 Human genes 0.000 description 2
- 102100021556 Protein kinase C eta type Human genes 0.000 description 2
- 102100040714 Protein phosphatase 1 regulatory subunit 15A Human genes 0.000 description 2
- 102100025821 Protein yippee-like 5 Human genes 0.000 description 2
- 102100033810 RAC-alpha serine/threonine-protein kinase Human genes 0.000 description 2
- 102100034027 RNA-binding protein Musashi homolog 2 Human genes 0.000 description 2
- 102100027509 RanBP2-like and GRIP domain-containing protein 4 Human genes 0.000 description 2
- 102100028750 Ribosome maturation protein SBDS Human genes 0.000 description 2
- 102100038059 Roquin-2 Human genes 0.000 description 2
- 229940124639 Selective inhibitor Drugs 0.000 description 2
- 102100032795 Semaphorin-6A Human genes 0.000 description 2
- 102100024043 Serine/threonine-protein kinase LATS2 Human genes 0.000 description 2
- 102100034285 Serine/threonine-protein phosphatase 6 regulatory ankyrin repeat subunit A Human genes 0.000 description 2
- 102100025517 Serpin B9 Human genes 0.000 description 2
- 102100027233 Solute carrier organic anion transporter family member 1B1 Human genes 0.000 description 2
- 102100036428 Spondin-1 Human genes 0.000 description 2
- 108010090804 Streptavidin Proteins 0.000 description 2
- 102100035937 Syntaxin-3 Human genes 0.000 description 2
- RTAQQCXQSZGOHL-UHFFFAOYSA-N Titanium Chemical compound [Ti] RTAQQCXQSZGOHL-UHFFFAOYSA-N 0.000 description 2
- 102000002689 Toll-like receptor Human genes 0.000 description 2
- 108020000411 Toll-like receptor Proteins 0.000 description 2
- 102100039580 Transcription factor ETV6 Human genes 0.000 description 2
- 102100023998 Transcription regulator protein BACH2 Human genes 0.000 description 2
- 102100033763 Transducin-like enhancer protein 4 Human genes 0.000 description 2
- 102000004142 Trypsin Human genes 0.000 description 2
- 108090000631 Trypsin Proteins 0.000 description 2
- 102100027224 Tumor protein p53-inducible nuclear protein 1 Human genes 0.000 description 2
- 101710086214 Tyrosine-protein kinase BTK Proteins 0.000 description 2
- 102100029759 Tyrosine-protein kinase RYK Human genes 0.000 description 2
- 102100029164 Ubiquitin carboxyl-terminal hydrolase 15 Human genes 0.000 description 2
- 102100020698 Ubiquitin-conjugating enzyme E2 H Human genes 0.000 description 2
- 108091007416 X-inactive specific transcript Proteins 0.000 description 2
- 108091035715 XIST (gene) Proteins 0.000 description 2
- HCHKCACWOHOZIP-UHFFFAOYSA-N Zinc Chemical group [Zn] HCHKCACWOHOZIP-UHFFFAOYSA-N 0.000 description 2
- 102100020893 Zinc finger protein Pegasus Human genes 0.000 description 2
- QCWXUUIWCKQGHC-UHFFFAOYSA-N Zirconium Chemical compound [Zr] QCWXUUIWCKQGHC-UHFFFAOYSA-N 0.000 description 2
- 238000009825 accumulation Methods 0.000 description 2
- 230000021736 acetylation Effects 0.000 description 2
- 238000006640 acetylation reaction Methods 0.000 description 2
- 230000009471 action Effects 0.000 description 2
- 239000004411 aluminium Substances 0.000 description 2
- 229910052782 aluminium Inorganic materials 0.000 description 2
- XAGFODPZIPBFFR-UHFFFAOYSA-N aluminium Chemical compound [Al] XAGFODPZIPBFFR-UHFFFAOYSA-N 0.000 description 2
- 238000010171 animal model Methods 0.000 description 2
- 230000000259 anti-tumor effect Effects 0.000 description 2
- 238000013459 approach Methods 0.000 description 2
- 230000009286 beneficial effect Effects 0.000 description 2
- 230000029918 bioluminescence Effects 0.000 description 2
- 238000005415 bioluminescence Methods 0.000 description 2
- 238000001574 biopsy Methods 0.000 description 2
- 239000000872 buffer Substances 0.000 description 2
- 230000010261 cell growth Effects 0.000 description 2
- 239000013592 cell lysate Substances 0.000 description 2
- 230000009087 cell motility Effects 0.000 description 2
- 230000036755 cellular response Effects 0.000 description 2
- 238000007385 chemical modification Methods 0.000 description 2
- 238000006243 chemical reaction Methods 0.000 description 2
- 229960004630 chlorambucil Drugs 0.000 description 2
- JCKYGMPEJWAADB-UHFFFAOYSA-N chlorambucil Chemical compound OC(=O)CCCC1=CC=C(N(CCCl)CCCl)C=C1 JCKYGMPEJWAADB-UHFFFAOYSA-N 0.000 description 2
- VXIVSQZSERGHQP-UHFFFAOYSA-N chloroacetamide Chemical compound NC(=O)CCl VXIVSQZSERGHQP-UHFFFAOYSA-N 0.000 description 2
- 210000003483 chromatin Anatomy 0.000 description 2
- 238000003501 co-culture Methods 0.000 description 2
- 230000002301 combined effect Effects 0.000 description 2
- IMBXRZKCLVBLBH-OGYJWPHRSA-N cvp protocol Chemical compound ClCCN(CCCl)P1(=O)NCCCO1.O=C1C=C[C@]2(C)[C@H]3C(=O)C[C@](C)([C@@](CC4)(O)C(=O)CO)[C@@H]4[C@@H]3CCC2=C1.C([C@H](C[C@]1(C(=O)OC)C=2C(=C3C([C@]45[C@H]([C@@]([C@H](OC(C)=O)[C@]6(CC)C=CCN([C@H]56)CC4)(O)C(=O)OC)N3C=O)=CC=2)OC)C[C@@](C2)(O)CC)N2CCC2=C1NC1=CC=CC=C21 IMBXRZKCLVBLBH-OGYJWPHRSA-N 0.000 description 2
- 229960000684 cytarabine Drugs 0.000 description 2
- 238000007405 data analysis Methods 0.000 description 2
- 230000009274 differential gene expression Effects 0.000 description 2
- 230000004069 differentiation Effects 0.000 description 2
- 230000029087 digestion Effects 0.000 description 2
- 230000005750 disease progression Effects 0.000 description 2
- VHJLVAABSRFDPM-QWWZWVQMSA-N dithiothreitol Chemical compound SC[C@@H](O)[C@H](O)CS VHJLVAABSRFDPM-QWWZWVQMSA-N 0.000 description 2
- 239000002552 dosage form Substances 0.000 description 2
- 230000007783 downstream signaling Effects 0.000 description 2
- 229950004949 duvelisib Drugs 0.000 description 2
- 238000004520 electroporation Methods 0.000 description 2
- 238000011156 evaluation Methods 0.000 description 2
- QUIWHXQETADMGN-UHFFFAOYSA-N evobrutinib Chemical compound C=1C=C(OC=2C=CC=CC=2)C=CC=1C=1C(N)=NC=NC=1NCC1CCN(C(=O)C=C)CC1 QUIWHXQETADMGN-UHFFFAOYSA-N 0.000 description 2
- 229950003411 evobrutinib Drugs 0.000 description 2
- 229950009618 fenebrutinib Drugs 0.000 description 2
- 229960000390 fludarabine Drugs 0.000 description 2
- GIUYCYHIANZCFB-FJFJXFQQSA-N fludarabine phosphate Chemical compound C1=NC=2C(N)=NC(F)=NC=2N1[C@@H]1O[C@H](COP(O)(O)=O)[C@@H](O)[C@@H]1O GIUYCYHIANZCFB-FJFJXFQQSA-N 0.000 description 2
- 238000013467 fragmentation Methods 0.000 description 2
- 238000006062 fragmentation reaction Methods 0.000 description 2
- 230000006870 function Effects 0.000 description 2
- 230000004927 fusion Effects 0.000 description 2
- CKHJYUSOUQDYEN-UHFFFAOYSA-N gallium(3+) Chemical compound [Ga+3] CKHJYUSOUQDYEN-UHFFFAOYSA-N 0.000 description 2
- 239000000499 gel Substances 0.000 description 2
- 201000009277 hairy cell leukemia Diseases 0.000 description 2
- 229910052588 hydroxylapatite Inorganic materials 0.000 description 2
- 229960003445 idelalisib Drugs 0.000 description 2
- YKLIKGKUANLGSB-HNNXBMFYSA-N idelalisib Chemical compound C1([C@@H](NC=2[C]3N=CN=C3N=CN=2)CC)=NC2=CC=CC(F)=C2C(=O)N1C1=CC=CC=C1 YKLIKGKUANLGSB-HNNXBMFYSA-N 0.000 description 2
- 238000003384 imaging method Methods 0.000 description 2
- 238000010166 immunofluorescence Methods 0.000 description 2
- 238000011532 immunohistochemical staining Methods 0.000 description 2
- 238000001114 immunoprecipitation Methods 0.000 description 2
- 230000006872 improvement Effects 0.000 description 2
- 238000002955 isolation Methods 0.000 description 2
- 238000002372 labelling Methods 0.000 description 2
- 229960004942 lenalidomide Drugs 0.000 description 2
- GOTYRUGSSMKFNF-UHFFFAOYSA-N lenalidomide Chemical compound C1C=2C(N)=CC=CC=2C(=O)N1C1CCC(=O)NC1=O GOTYRUGSSMKFNF-UHFFFAOYSA-N 0.000 description 2
- 230000003902 lesion Effects 0.000 description 2
- 210000000265 leukocyte Anatomy 0.000 description 2
- 230000000670 limiting effect Effects 0.000 description 2
- 238000011068 loading method Methods 0.000 description 2
- 102100034702 mRNA decay activator protein ZFP36L1 Human genes 0.000 description 2
- 102100034703 mRNA decay activator protein ZFP36L2 Human genes 0.000 description 2
- 239000000463 material Substances 0.000 description 2
- 230000010534 mechanism of action Effects 0.000 description 2
- 229910052751 metal Inorganic materials 0.000 description 2
- 239000002184 metal Substances 0.000 description 2
- 229910021645 metal ion Inorganic materials 0.000 description 2
- 238000004503 metal oxide affinity chromatography Methods 0.000 description 2
- 230000009401 metastasis Effects 0.000 description 2
- 238000010172 mouse model Methods 0.000 description 2
- 201000000050 myeloid neoplasm Diseases 0.000 description 2
- 108010086154 neutrophil cytosol factor 40K Proteins 0.000 description 2
- 231100001221 nontumorigenic Toxicity 0.000 description 2
- 238000010606 normalization Methods 0.000 description 2
- 230000007718 nuclear exclusion Effects 0.000 description 2
- 230000030648 nucleus localization Effects 0.000 description 2
- 229960002450 ofatumumab Drugs 0.000 description 2
- 230000009437 off-target effect Effects 0.000 description 2
- 230000036961 partial effect Effects 0.000 description 2
- 230000001575 pathological effect Effects 0.000 description 2
- XYJRXVWERLGGKC-UHFFFAOYSA-D pentacalcium;hydroxide;triphosphate Chemical compound [OH-].[Ca+2].[Ca+2].[Ca+2].[Ca+2].[Ca+2].[O-]P([O-])([O-])=O.[O-]P([O-])([O-])=O.[O-]P([O-])([O-])=O XYJRXVWERLGGKC-UHFFFAOYSA-D 0.000 description 2
- 230000008782 phagocytosis Effects 0.000 description 2
- 239000008194 pharmaceutical composition Substances 0.000 description 2
- 125000002467 phosphate group Chemical group [H]OP(=O)(O[H])O[*] 0.000 description 2
- 229940125282 pirtobrutinib Drugs 0.000 description 2
- 229920000642 polymer Polymers 0.000 description 2
- 102000040430 polynucleotide Human genes 0.000 description 2
- 108091033319 polynucleotide Proteins 0.000 description 2
- 239000002157 polynucleotide Substances 0.000 description 2
- LZMJNVRJMFMYQS-UHFFFAOYSA-N poseltinib Chemical compound C1CN(C)CCN1C(C=C1)=CC=C1NC1=NC(OC=2C=C(NC(=O)C=C)C=CC=2)=C(OC=C2)C2=N1 LZMJNVRJMFMYQS-UHFFFAOYSA-N 0.000 description 2
- 238000001556 precipitation Methods 0.000 description 2
- 230000035755 proliferation Effects 0.000 description 2
- 238000000575 proteomic method Methods 0.000 description 2
- 238000003908 quality control method Methods 0.000 description 2
- 238000003127 radioimmunoassay Methods 0.000 description 2
- 238000007634 remodeling Methods 0.000 description 2
- 230000002441 reversible effect Effects 0.000 description 2
- 235000019515 salmon Nutrition 0.000 description 2
- 238000007480 sanger sequencing Methods 0.000 description 2
- 150000003384 small molecules Chemical class 0.000 description 2
- 238000002415 sodium dodecyl sulfate polyacrylamide gel electrophoresis Methods 0.000 description 2
- 239000007787 solid Substances 0.000 description 2
- 229950002089 spebrutinib Drugs 0.000 description 2
- CCEKAJIANROZEO-UHFFFAOYSA-N sulfluramid Chemical group CCNS(=O)(=O)C(F)(F)C(F)(F)C(F)(F)C(F)(F)C(F)(F)C(F)(F)C(F)(F)C(F)(F)F CCEKAJIANROZEO-UHFFFAOYSA-N 0.000 description 2
- 239000006228 supernatant Substances 0.000 description 2
- 230000002195 synergetic effect Effects 0.000 description 2
- 230000008685 targeting Effects 0.000 description 2
- ATFNSNUJZOYXFC-RQJHMYQMSA-N terreic acid Chemical compound O=C1C(C)=C(O)C(=O)[C@@H]2O[C@@H]21 ATFNSNUJZOYXFC-RQJHMYQMSA-N 0.000 description 2
- 238000012360 testing method Methods 0.000 description 2
- 229950009104 tirabrutinib Drugs 0.000 description 2
- 229910052719 titanium Inorganic materials 0.000 description 2
- YNJBWRMUSHSURL-UHFFFAOYSA-N trichloroacetic acid Chemical compound OC(=O)C(Cl)(Cl)Cl YNJBWRMUSHSURL-UHFFFAOYSA-N 0.000 description 2
- 239000012588 trypsin Substances 0.000 description 2
- 229940121358 tyrosine kinase inhibitor Drugs 0.000 description 2
- 230000003827 upregulation Effects 0.000 description 2
- 238000010200 validation analysis Methods 0.000 description 2
- 230000035899 viability Effects 0.000 description 2
- 238000005406 washing Methods 0.000 description 2
- 230000003442 weekly effect Effects 0.000 description 2
- 229910052725 zinc Inorganic materials 0.000 description 2
- 239000011701 zinc Substances 0.000 description 2
- 229910052726 zirconium Inorganic materials 0.000 description 2
- YDRYQBCOLJPFFX-REOHCLBHSA-N (2r)-2-amino-3-(1,1,2,2-tetrafluoroethylsulfanyl)propanoic acid Chemical compound OC(=O)[C@@H](N)CSC(F)(F)C(F)F YDRYQBCOLJPFFX-REOHCLBHSA-N 0.000 description 1
- QYAPHLRPFNSDNH-MRFRVZCGSA-N (4s,4as,5as,6s,12ar)-7-chloro-4-(dimethylamino)-1,6,10,11,12a-pentahydroxy-6-methyl-3,12-dioxo-4,4a,5,5a-tetrahydrotetracene-2-carboxamide;hydrochloride Chemical compound Cl.C1=CC(Cl)=C2[C@](O)(C)[C@H]3C[C@H]4[C@H](N(C)C)C(=O)C(C(N)=O)=C(O)[C@@]4(O)C(=O)C3=C(O)C2=C1O QYAPHLRPFNSDNH-MRFRVZCGSA-N 0.000 description 1
- FPVKHBSQESCIEP-UHFFFAOYSA-N (8S)-3-(2-deoxy-beta-D-erythro-pentofuranosyl)-3,6,7,8-tetrahydroimidazo[4,5-d][1,3]diazepin-8-ol Natural products C1C(O)C(CO)OC1N1C(NC=NCC2O)=C2N=C1 FPVKHBSQESCIEP-UHFFFAOYSA-N 0.000 description 1
- DEVSOMFAQLZNKR-RJRFIUFISA-N (z)-3-[3-[3,5-bis(trifluoromethyl)phenyl]-1,2,4-triazol-1-yl]-n'-pyrazin-2-ylprop-2-enehydrazide Chemical compound FC(F)(F)C1=CC(C(F)(F)F)=CC(C2=NN(\C=C/C(=O)NNC=3N=CC=NC=3)C=N2)=C1 DEVSOMFAQLZNKR-RJRFIUFISA-N 0.000 description 1
- HNSDLXPSAYFUHK-UHFFFAOYSA-N 1,4-bis(2-ethylhexyl) sulfosuccinate Chemical compound CCCCC(CC)COC(=O)CC(S(O)(=O)=O)C(=O)OCC(CC)CCCC HNSDLXPSAYFUHK-UHFFFAOYSA-N 0.000 description 1
- 102100026210 1-phosphatidylinositol 4,5-bisphosphate phosphodiesterase gamma-2 Human genes 0.000 description 1
- 102100021408 14-3-3 protein beta/alpha Human genes 0.000 description 1
- 102100024419 28S ribosomal protein S31, mitochondrial Human genes 0.000 description 1
- 102100026188 3-hydroxybutyrate dehydrogenase type 2 Human genes 0.000 description 1
- 102100026146 39S ribosomal protein L13, mitochondrial Human genes 0.000 description 1
- 102100033752 39S ribosomal protein L46, mitochondrial Human genes 0.000 description 1
- WPFUFWIHMYZXSF-UHFFFAOYSA-N 4-[2-(difluoromethyl)benzimidazol-1-yl]-n-[2-methyl-1-[2-(1-methylpiperidin-4-yl)phenyl]propan-2-yl]-6-morpholin-4-yl-1,3,5-triazin-2-amine Chemical compound C1CN(C)CCC1C1=CC=CC=C1CC(C)(C)NC1=NC(N2CCOCC2)=NC(N2C3=CC=CC=C3N=C2C(F)F)=N1 WPFUFWIHMYZXSF-UHFFFAOYSA-N 0.000 description 1
- JWEQLWMZHJSMEC-AFJTUFCWSA-N 4-[8-amino-3-[(2S)-1-but-2-ynoylpyrrolidin-2-yl]imidazo[1,5-a]pyrazin-1-yl]-N-pyridin-2-ylbenzamide (Z)-but-2-enedioic acid Chemical compound OC(=O)\C=C/C(O)=O.CC#CC(=O)N1CCC[C@H]1c1nc(-c2ccc(cc2)C(=O)Nc2ccccn2)c2c(N)nccn12 JWEQLWMZHJSMEC-AFJTUFCWSA-N 0.000 description 1
- ZLHFILGSQDJULK-UHFFFAOYSA-N 4-[[9-chloro-7-(2-fluoro-6-methoxyphenyl)-5H-pyrimido[5,4-d][2]benzazepin-2-yl]amino]-2-methoxybenzoic acid Chemical compound C1=C(C(O)=O)C(OC)=CC(NC=2N=C3C4=CC=C(Cl)C=C4C(=NCC3=CN=2)C=2C(=CC=CC=2F)OC)=C1 ZLHFILGSQDJULK-UHFFFAOYSA-N 0.000 description 1
- 102100031571 40S ribosomal protein S16 Human genes 0.000 description 1
- 102100034406 5'-deoxynucleotidase HDDC2 Human genes 0.000 description 1
- 102000034257 ADP-Ribosylation Factor 6 Human genes 0.000 description 1
- 108090000067 ADP-Ribosylation Factor 6 Proteins 0.000 description 1
- 102100031585 ADP-ribosyl cyclase/cyclic ADP-ribose hydrolase 1 Human genes 0.000 description 1
- 102100028446 ADP-ribosylation factor-like protein 11 Human genes 0.000 description 1
- 102100024387 AF4/FMR2 family member 3 Human genes 0.000 description 1
- 102100024381 AF4/FMR2 family member 4 Human genes 0.000 description 1
- 102100038507 AT-rich interactive domain-containing protein 3B Human genes 0.000 description 1
- 102100033391 ATP-dependent RNA helicase DDX3X Human genes 0.000 description 1
- WEVYAHXRMPXWCK-UHFFFAOYSA-N Acetonitrile Chemical compound CC#N WEVYAHXRMPXWCK-UHFFFAOYSA-N 0.000 description 1
- 102100022900 Actin, cytoplasmic 1 Human genes 0.000 description 1
- 108010085238 Actins Proteins 0.000 description 1
- 102100036409 Activated CDC42 kinase 1 Human genes 0.000 description 1
- 102100026661 Activity-dependent neuroprotector homeobox protein 2 Human genes 0.000 description 1
- 208000031261 Acute myeloid leukaemia Diseases 0.000 description 1
- 102100023063 Adaptin ear-binding coat-associated protein 2 Human genes 0.000 description 1
- 102100030446 Adenosine 5'-monophosphoramidase HINT1 Human genes 0.000 description 1
- 102100026443 Adhesion G-protein coupled receptor F1 Human genes 0.000 description 1
- 102100024394 Adipocyte enhancer-binding protein 1 Human genes 0.000 description 1
- 102100033816 Aldehyde dehydrogenase, mitochondrial Human genes 0.000 description 1
- 241000372033 Andromeda Species 0.000 description 1
- 102100033900 Ankyrin repeat and SOCS box protein 13 Human genes 0.000 description 1
- 102100036779 Arf-GAP with GTPase, ANK repeat and PH domain-containing protein 3 Human genes 0.000 description 1
- 102100026424 Arrestin domain-containing protein 3 Human genes 0.000 description 1
- 102100035553 Autism susceptibility gene 2 protein Human genes 0.000 description 1
- 108010012919 B-Cell Antigen Receptors Proteins 0.000 description 1
- 102000019260 B-Cell Antigen Receptors Human genes 0.000 description 1
- 208000003950 B-cell lymphoma Diseases 0.000 description 1
- 102100038080 B-cell receptor CD22 Human genes 0.000 description 1
- 230000003844 B-cell-activation Effects 0.000 description 1
- 102100027360 BAH and coiled-coil domain-containing protein 1 Human genes 0.000 description 1
- 102100021256 BCL-6 corepressor-like protein 1 Human genes 0.000 description 1
- 101150050047 BHLHE40 gene Proteins 0.000 description 1
- CWHUFRVAEUJCEF-UHFFFAOYSA-N BKM120 Chemical compound C1=NC(N)=CC(C(F)(F)F)=C1C1=CC(N2CCOCC2)=NC(N2CCOCC2)=N1 CWHUFRVAEUJCEF-UHFFFAOYSA-N 0.000 description 1
- 101150030812 BTK gene Proteins 0.000 description 1
- 102100032423 Bcl-2-associated transcription factor 1 Human genes 0.000 description 1
- 102100027314 Beta-2-microglobulin Human genes 0.000 description 1
- 229940125883 Bruton tyrosine kinase degrader Drugs 0.000 description 1
- 102100030630 C-myc promoter-binding protein Human genes 0.000 description 1
- 108091058539 C10orf54 Proteins 0.000 description 1
- 238000011357 CAR T-cell therapy Methods 0.000 description 1
- 108700012434 CCL3 Proteins 0.000 description 1
- 102100025238 CD302 antigen Human genes 0.000 description 1
- 102100022002 CD59 glycoprotein Human genes 0.000 description 1
- 108060001253 CD99 Proteins 0.000 description 1
- 102000024905 CD99 Human genes 0.000 description 1
- 102100040855 CKLF-like MARVEL transmembrane domain-containing protein 7 Human genes 0.000 description 1
- 102100038733 CREB3 regulatory factor Human genes 0.000 description 1
- 102100040738 CSC1-like protein 1 Human genes 0.000 description 1
- 102100027674 CTD small phosphatase-like protein Human genes 0.000 description 1
- 102100033210 CUGBP Elav-like family member 2 Human genes 0.000 description 1
- 206010006895 Cachexia Diseases 0.000 description 1
- 101100016516 Caenorhabditis elegans hbl-1 gene Proteins 0.000 description 1
- 102100032539 Calpain-3 Human genes 0.000 description 1
- 102100033592 Calponin-3 Human genes 0.000 description 1
- 102100027667 Carboxy-terminal domain RNA polymerase II polypeptide A small phosphatase 2 Human genes 0.000 description 1
- 201000009030 Carcinoma Diseases 0.000 description 1
- 102100024485 Cell division cycle-associated protein 7 Human genes 0.000 description 1
- 238000003734 CellTiter-Glo Luminescent Cell Viability Assay Methods 0.000 description 1
- 102100035444 Centrosomal protein of 85 kDa-like Human genes 0.000 description 1
- 102000000013 Chemokine CCL3 Human genes 0.000 description 1
- 108010055165 Chemokine CCL4 Proteins 0.000 description 1
- 102100024291 Cilia- and flagella-associated protein 298 Human genes 0.000 description 1
- 102100034624 Cilia- and flagella-associated protein 97 Human genes 0.000 description 1
- 108020004638 Circular DNA Proteins 0.000 description 1
- 108091028075 Circular RNA Proteins 0.000 description 1
- PTOAARAWEBMLNO-KVQBGUIXSA-N Cladribine Chemical compound C1=NC=2C(N)=NC(Cl)=NC=2N1[C@H]1C[C@H](O)[C@@H](CO)O1 PTOAARAWEBMLNO-KVQBGUIXSA-N 0.000 description 1
- 102100026191 Class E basic helix-loop-helix protein 40 Human genes 0.000 description 1
- 102100026127 Clathrin heavy chain 1 Human genes 0.000 description 1
- 108010035532 Collagen Proteins 0.000 description 1
- 102000008186 Collagen Human genes 0.000 description 1
- 102100030136 Complement C1q tumor necrosis factor-related protein 4 Human genes 0.000 description 1
- 102100025680 Complement decay-accelerating factor Human genes 0.000 description 1
- 102100029158 Consortin Human genes 0.000 description 1
- 102100031397 Copper homeostasis protein cutC homolog Human genes 0.000 description 1
- 108010079362 Core Binding Factor Alpha 3 Subunit Proteins 0.000 description 1
- 102000012666 Core Binding Factor Alpha 3 Subunit Human genes 0.000 description 1
- 102100039195 Cullin-1 Human genes 0.000 description 1
- 102100027309 Cyclic AMP-responsive element-binding protein 5 Human genes 0.000 description 1
- 108010009367 Cyclin-Dependent Kinase Inhibitor p18 Proteins 0.000 description 1
- 102000009503 Cyclin-Dependent Kinase Inhibitor p18 Human genes 0.000 description 1
- 108010016788 Cyclin-Dependent Kinase Inhibitor p21 Proteins 0.000 description 1
- 102100036883 Cyclin-H Human genes 0.000 description 1
- 102100033270 Cyclin-dependent kinase inhibitor 1 Human genes 0.000 description 1
- 102100025675 Cysteine and tyrosine-rich protein 1 Human genes 0.000 description 1
- 102100031127 Cysteine/serine-rich nuclear protein 1 Human genes 0.000 description 1
- 102100034126 Cytoglobin Human genes 0.000 description 1
- 102100028183 Cytohesin-interacting protein Human genes 0.000 description 1
- 102000053602 DNA Human genes 0.000 description 1
- 238000000018 DNA microarray Methods 0.000 description 1
- 102100034157 DNA mismatch repair protein Msh2 Human genes 0.000 description 1
- 102100028216 DNA polymerase zeta catalytic subunit Human genes 0.000 description 1
- 102000052510 DNA-Binding Proteins Human genes 0.000 description 1
- 101710096438 DNA-binding protein Proteins 0.000 description 1
- 102100027641 DNA-binding protein inhibitor ID-1 Human genes 0.000 description 1
- 102100027642 DNA-binding protein inhibitor ID-2 Human genes 0.000 description 1
- 108010086291 Deubiquitinating Enzyme CYLD Proteins 0.000 description 1
- 102100024746 Dihydrofolate reductase Human genes 0.000 description 1
- 102100022317 Dihydropteridine reductase Human genes 0.000 description 1
- 102100032302 Diphosphoinositol polyphosphate phosphohydrolase NUDT4B Human genes 0.000 description 1
- 102100035420 DnaJ homolog subfamily C member 1 Human genes 0.000 description 1
- 102100028952 Drebrin Human genes 0.000 description 1
- 102100040862 Dual specificity protein kinase CLK1 Human genes 0.000 description 1
- 102100034127 Dual specificity protein phosphatase 26 Human genes 0.000 description 1
- 102100027088 Dual specificity protein phosphatase 5 Human genes 0.000 description 1
- 102100023196 E3 ubiquitin-protein ligase MARCHF8 Human genes 0.000 description 1
- 102100034185 E3 ubiquitin-protein ligase RLIM Human genes 0.000 description 1
- 102100027416 E3 ubiquitin-protein ligase RNF103 Human genes 0.000 description 1
- 102100034121 E3 ubiquitin-protein ligase RNF125 Human genes 0.000 description 1
- 102100040278 E3 ubiquitin-protein ligase RNF19A Human genes 0.000 description 1
- 102100031748 E3 ubiquitin-protein ligase SIAH2 Human genes 0.000 description 1
- 102100039639 E3 ubiquitin-protein ligase pellino homolog 1 Human genes 0.000 description 1
- 102100032038 EH domain-containing protein 3 Human genes 0.000 description 1
- 102100025333 EKC/KEOPS complex subunit GON7 Human genes 0.000 description 1
- 102100025137 Early activation antigen CD69 Human genes 0.000 description 1
- 101150073167 Eif1 gene Proteins 0.000 description 1
- 102100031417 Elongation factor-like GTPase 1 Human genes 0.000 description 1
- 102100021381 Eukaryotic translation elongation factor 1 epsilon-1 Human genes 0.000 description 1
- 102100029775 Eukaryotic translation initiation factor 1 Human genes 0.000 description 1
- HKVAMNSJSFKALM-GKUWKFKPSA-N Everolimus Chemical compound C1C[C@@H](OCCO)[C@H](OC)C[C@@H]1C[C@@H](C)[C@H]1OC(=O)[C@@H]2CCCCN2C(=O)C(=O)[C@](O)(O2)[C@H](C)CC[C@H]2C[C@H](OC)/C(C)=C/C=C/C=C/[C@@H](C)C[C@@H](C)C(=O)[C@H](OC)[C@H](O)/C(C)=C/[C@@H](C)C(=O)C1 HKVAMNSJSFKALM-GKUWKFKPSA-N 0.000 description 1
- 101710105178 F-box/WD repeat-containing protein 7 Proteins 0.000 description 1
- 102100028138 F-box/WD repeat-containing protein 7 Human genes 0.000 description 1
- 102100036068 FERM domain-containing protein 8 Human genes 0.000 description 1
- 102100037673 FHF complex subunit HOOK interacting protein 2A Human genes 0.000 description 1
- 102100037819 Fas apoptotic inhibitory molecule 1 Human genes 0.000 description 1
- 102100034543 Fatty acid desaturase 3 Human genes 0.000 description 1
- 102100030421 Fatty acid-binding protein 5 Human genes 0.000 description 1
- 102100028819 Folliculin-interacting protein 1 Human genes 0.000 description 1
- 102100030334 Friend leukemia integration 1 transcription factor Human genes 0.000 description 1
- 102100022629 Fructose-2,6-bisphosphatase Human genes 0.000 description 1
- 102100040861 G0/G1 switch protein 2 Human genes 0.000 description 1
- 102100037859 G1/S-specific cyclin-D3 Human genes 0.000 description 1
- 108700031835 GRB10 Adaptor Proteins 0.000 description 1
- 102100023413 GRB2-related adapter protein Human genes 0.000 description 1
- 102100034013 Gamma-glutamyl phosphate reductase Human genes 0.000 description 1
- 102100039632 Glioma pathogenesis-related protein 1 Human genes 0.000 description 1
- 102100036646 Glutamyl-tRNA(Gln) amidotransferase subunit A, mitochondrial Human genes 0.000 description 1
- 102100031181 Glyceraldehyde-3-phosphate dehydrogenase Human genes 0.000 description 1
- 102100028698 Glycosyltransferase 8 domain-containing protein 1 Human genes 0.000 description 1
- 102100039622 Granulocyte colony-stimulating factor receptor Human genes 0.000 description 1
- 102000001398 Granzyme Human genes 0.000 description 1
- 108060005986 Granzyme Proteins 0.000 description 1
- 101150090959 Grb10 gene Proteins 0.000 description 1
- 102100031150 Growth arrest and DNA damage-inducible protein GADD45 alpha Human genes 0.000 description 1
- 102100023910 Growth factor receptor-bound protein 10 Human genes 0.000 description 1
- 102100039317 HAUS augmin-like complex subunit 3 Human genes 0.000 description 1
- 102100033079 HLA class II histocompatibility antigen, DM alpha chain Human genes 0.000 description 1
- 108010050568 HLA-DM antigens Proteins 0.000 description 1
- 101710088172 HTH-type transcriptional regulator RipA Proteins 0.000 description 1
- 206010066476 Haematological malignancy Diseases 0.000 description 1
- 101100356020 Haemophilus influenzae (strain ATCC 51907 / DSM 11121 / KW20 / Rd) recA gene Proteins 0.000 description 1
- 102100034680 Haloacid dehalogenase-like hydrolase domain-containing 5 Human genes 0.000 description 1
- 102100035960 Hedgehog-interacting protein Human genes 0.000 description 1
- 101710164669 Hedgehog-interacting protein Proteins 0.000 description 1
- 102100038614 Hemoglobin subunit gamma-1 Human genes 0.000 description 1
- 102100038617 Hemoglobin subunit gamma-2 Human genes 0.000 description 1
- 102100033985 Heterogeneous nuclear ribonucleoprotein D0 Human genes 0.000 description 1
- 102100022130 High mobility group protein B3 Human genes 0.000 description 1
- 102100037487 Histone H1.0 Human genes 0.000 description 1
- 241000282412 Homo Species 0.000 description 1
- 101000818893 Homo sapiens 14-3-3 protein beta/alpha Proteins 0.000 description 1
- 101000689847 Homo sapiens 28S ribosomal protein S31, mitochondrial Proteins 0.000 description 1
- 101000764864 Homo sapiens 3-hydroxybutyrate dehydrogenase type 2 Proteins 0.000 description 1
- 101000691550 Homo sapiens 39S ribosomal protein L13, mitochondrial Proteins 0.000 description 1
- 101000733892 Homo sapiens 39S ribosomal protein L46, mitochondrial Proteins 0.000 description 1
- 101000706746 Homo sapiens 40S ribosomal protein S16 Proteins 0.000 description 1
- 101001066900 Homo sapiens 5'-deoxynucleotidase HDDC2 Proteins 0.000 description 1
- 101000777636 Homo sapiens ADP-ribosyl cyclase/cyclic ADP-ribose hydrolase 1 Proteins 0.000 description 1
- 101000769457 Homo sapiens ADP-ribosylation factor-like protein 11 Proteins 0.000 description 1
- 101000833166 Homo sapiens AF4/FMR2 family member 3 Proteins 0.000 description 1
- 101000833170 Homo sapiens AF4/FMR2 family member 4 Proteins 0.000 description 1
- 101000808906 Homo sapiens AT-rich interactive domain-containing protein 3B Proteins 0.000 description 1
- 101000870662 Homo sapiens ATP-dependent RNA helicase DDX3X Proteins 0.000 description 1
- 101000928956 Homo sapiens Activated CDC42 kinase 1 Proteins 0.000 description 1
- 101000690901 Homo sapiens Activity-dependent neuroprotector homeobox protein 2 Proteins 0.000 description 1
- 101000979309 Homo sapiens Adaptin ear-binding coat-associated protein 2 Proteins 0.000 description 1
- 101000842270 Homo sapiens Adenosine 5'-monophosphoramidase HINT1 Proteins 0.000 description 1
- 101000718228 Homo sapiens Adhesion G-protein coupled receptor F1 Proteins 0.000 description 1
- 101000833122 Homo sapiens Adipocyte enhancer-binding protein 1 Proteins 0.000 description 1
- 101000925512 Homo sapiens Ankyrin repeat and SOCS box protein 13 Proteins 0.000 description 1
- 101000928222 Homo sapiens Arf-GAP with GTPase, ANK repeat and PH domain-containing protein 3 Proteins 0.000 description 1
- 101000785775 Homo sapiens Arrestin domain-containing protein 3 Proteins 0.000 description 1
- 101000874361 Homo sapiens Autism susceptibility gene 2 protein Proteins 0.000 description 1
- 101000884305 Homo sapiens B-cell receptor CD22 Proteins 0.000 description 1
- 101000937836 Homo sapiens BAH and coiled-coil domain-containing protein 1 Proteins 0.000 description 1
- 101000894688 Homo sapiens BCL-6 corepressor-like protein 1 Proteins 0.000 description 1
- 101000798490 Homo sapiens Bcl-2-associated transcription factor 1 Proteins 0.000 description 1
- 101000937544 Homo sapiens Beta-2-microglobulin Proteins 0.000 description 1
- 101000584310 Homo sapiens C-myc promoter-binding protein Proteins 0.000 description 1
- 101000934351 Homo sapiens CD302 antigen Proteins 0.000 description 1
- 101000897400 Homo sapiens CD59 glycoprotein Proteins 0.000 description 1
- 101000749308 Homo sapiens CKLF-like MARVEL transmembrane domain-containing protein 7 Proteins 0.000 description 1
- 101000957828 Homo sapiens CREB3 regulatory factor Proteins 0.000 description 1
- 101000891989 Homo sapiens CSC1-like protein 1 Proteins 0.000 description 1
- 101000725950 Homo sapiens CTD small phosphatase-like protein Proteins 0.000 description 1
- 101000944442 Homo sapiens CUGBP Elav-like family member 2 Proteins 0.000 description 1
- 101000867715 Homo sapiens Calpain-3 Proteins 0.000 description 1
- 101000945410 Homo sapiens Calponin-3 Proteins 0.000 description 1
- 101000725947 Homo sapiens Carboxy-terminal domain RNA polymerase II polypeptide A small phosphatase 2 Proteins 0.000 description 1
- 101000980893 Homo sapiens Cell division cycle-associated protein 7 Proteins 0.000 description 1
- 101000737643 Homo sapiens Centrosomal protein of 85 kDa-like Proteins 0.000 description 1
- 101000980087 Homo sapiens Cilia- and flagella-associated protein 298 Proteins 0.000 description 1
- 101000710072 Homo sapiens Cilia- and flagella-associated protein 97 Proteins 0.000 description 1
- 101000912851 Homo sapiens Clathrin heavy chain 1 Proteins 0.000 description 1
- 101000794263 Homo sapiens Complement C1q tumor necrosis factor-related protein 4 Proteins 0.000 description 1
- 101000856022 Homo sapiens Complement decay-accelerating factor Proteins 0.000 description 1
- 101000771062 Homo sapiens Consortin Proteins 0.000 description 1
- 101000941325 Homo sapiens Copper homeostasis protein cutC homolog Proteins 0.000 description 1
- 101000746063 Homo sapiens Cullin-1 Proteins 0.000 description 1
- 101000726193 Homo sapiens Cyclic AMP-responsive element-binding protein 5 Proteins 0.000 description 1
- 101000713120 Homo sapiens Cyclin-H Proteins 0.000 description 1
- 101000856064 Homo sapiens Cysteine and tyrosine-rich protein 1 Proteins 0.000 description 1
- 101000922196 Homo sapiens Cysteine/serine-rich nuclear protein 1 Proteins 0.000 description 1
- 101000870148 Homo sapiens Cytoglobin Proteins 0.000 description 1
- 101000916686 Homo sapiens Cytohesin-interacting protein Proteins 0.000 description 1
- 101001134036 Homo sapiens DNA mismatch repair protein Msh2 Proteins 0.000 description 1
- 101000579381 Homo sapiens DNA polymerase zeta catalytic subunit Proteins 0.000 description 1
- 101001081590 Homo sapiens DNA-binding protein inhibitor ID-1 Proteins 0.000 description 1
- 101001081582 Homo sapiens DNA-binding protein inhibitor ID-2 Proteins 0.000 description 1
- 101000902365 Homo sapiens Dihydropteridine reductase Proteins 0.000 description 1
- 101000590225 Homo sapiens Diphosphoinositol polyphosphate phosphohydrolase NUDT4B Proteins 0.000 description 1
- 101000804122 Homo sapiens DnaJ homolog subfamily C member 1 Proteins 0.000 description 1
- 101000838600 Homo sapiens Drebrin Proteins 0.000 description 1
- 101001017423 Homo sapiens Dual specificity phosphatase 28 Proteins 0.000 description 1
- 101000749294 Homo sapiens Dual specificity protein kinase CLK1 Proteins 0.000 description 1
- 101001017415 Homo sapiens Dual specificity protein phosphatase 26 Proteins 0.000 description 1
- 101001057612 Homo sapiens Dual specificity protein phosphatase 5 Proteins 0.000 description 1
- 101000978729 Homo sapiens E3 ubiquitin-protein ligase MARCHF8 Proteins 0.000 description 1
- 101000711924 Homo sapiens E3 ubiquitin-protein ligase RLIM Proteins 0.000 description 1
- 101000650319 Homo sapiens E3 ubiquitin-protein ligase RNF103 Proteins 0.000 description 1
- 101000711567 Homo sapiens E3 ubiquitin-protein ligase RNF125 Proteins 0.000 description 1
- 101000707245 Homo sapiens E3 ubiquitin-protein ligase SIAH2 Proteins 0.000 description 1
- 101000606708 Homo sapiens E3 ubiquitin-protein ligase pellino homolog 1 Proteins 0.000 description 1
- 101000921212 Homo sapiens EH domain-containing protein 3 Proteins 0.000 description 1
- 101000857863 Homo sapiens EKC/KEOPS complex subunit GON7 Proteins 0.000 description 1
- 101000934374 Homo sapiens Early activation antigen CD69 Proteins 0.000 description 1
- 101000866914 Homo sapiens Elongation factor-like GTPase 1 Proteins 0.000 description 1
- 101000615221 Homo sapiens Eukaryotic translation elongation factor 1 epsilon-1 Proteins 0.000 description 1
- 101001021984 Homo sapiens FERM domain-containing protein 8 Proteins 0.000 description 1
- 101001027519 Homo sapiens FHF complex subunit HOOK interacting protein 2A Proteins 0.000 description 1
- 101000878509 Homo sapiens Fas apoptotic inhibitory molecule 1 Proteins 0.000 description 1
- 101000848246 Homo sapiens Fatty acid desaturase 3 Proteins 0.000 description 1
- 101001062855 Homo sapiens Fatty acid-binding protein 5 Proteins 0.000 description 1
- 101001059623 Homo sapiens Folliculin-interacting protein 1 Proteins 0.000 description 1
- 101001062996 Homo sapiens Friend leukemia integration 1 transcription factor Proteins 0.000 description 1
- 101000823463 Homo sapiens Fructose-2,6-bisphosphatase Proteins 0.000 description 1
- 101000893656 Homo sapiens G0/G1 switch protein 2 Proteins 0.000 description 1
- 101000738559 Homo sapiens G1/S-specific cyclin-D3 Proteins 0.000 description 1
- 101000829735 Homo sapiens GRB2-related adapter protein Proteins 0.000 description 1
- 101001133924 Homo sapiens Gamma-glutamyl phosphate reductase Proteins 0.000 description 1
- 101000888759 Homo sapiens Glioma pathogenesis-related protein 1 Proteins 0.000 description 1
- 101001072655 Homo sapiens Glutamyl-tRNA(Gln) amidotransferase subunit A, mitochondrial Proteins 0.000 description 1
- 101001058421 Homo sapiens Glycosyltransferase 8 domain-containing protein 1 Proteins 0.000 description 1
- 101000746364 Homo sapiens Granulocyte colony-stimulating factor receptor Proteins 0.000 description 1
- 101001066158 Homo sapiens Growth arrest and DNA damage-inducible protein GADD45 alpha Proteins 0.000 description 1
- 101001035819 Homo sapiens HAUS augmin-like complex subunit 3 Proteins 0.000 description 1
- 101000872857 Homo sapiens Haloacid dehalogenase-like hydrolase domain-containing 5 Proteins 0.000 description 1
- 101001031977 Homo sapiens Hemoglobin subunit gamma-1 Proteins 0.000 description 1
- 101001031961 Homo sapiens Hemoglobin subunit gamma-2 Proteins 0.000 description 1
- 101001017535 Homo sapiens Heterogeneous nuclear ribonucleoprotein D0 Proteins 0.000 description 1
- 101001045794 Homo sapiens High mobility group protein B3 Proteins 0.000 description 1
- 101001026554 Homo sapiens Histone H1.0 Proteins 0.000 description 1
- 101001003310 Homo sapiens Immediate early response gene 5 protein Proteins 0.000 description 1
- 101000840258 Homo sapiens Immunoglobulin J chain Proteins 0.000 description 1
- 101000840267 Homo sapiens Immunoglobulin lambda-like polypeptide 1 Proteins 0.000 description 1
- 101000741965 Homo sapiens Inactive tyrosine-protein kinase PRAG1 Proteins 0.000 description 1
- 101000809239 Homo sapiens Inactive ubiquitin carboxyl-terminal hydrolase 53 Proteins 0.000 description 1
- 101001056180 Homo sapiens Induced myeloid leukemia cell differentiation protein Mcl-1 Proteins 0.000 description 1
- 101001081552 Homo sapiens Inhibitor of Bruton tyrosine kinase Proteins 0.000 description 1
- 101000599613 Homo sapiens Interferon lambda receptor 1 Proteins 0.000 description 1
- 101000960952 Homo sapiens Interleukin-1 receptor accessory protein Proteins 0.000 description 1
- 101000977768 Homo sapiens Interleukin-1 receptor-associated kinase 3 Proteins 0.000 description 1
- 101001056699 Homo sapiens Intersectin-2 Proteins 0.000 description 1
- 101000975509 Homo sapiens Jun dimerization protein 2 Proteins 0.000 description 1
- 101001047047 Homo sapiens Kelch repeat and BTB domain-containing protein 8 Proteins 0.000 description 1
- 101001049213 Homo sapiens Kelch-like protein 15 Proteins 0.000 description 1
- 101001091229 Homo sapiens Kinesin-like protein KIF16B Proteins 0.000 description 1
- 101001006892 Homo sapiens Krueppel-like factor 10 Proteins 0.000 description 1
- 101001046564 Homo sapiens Krueppel-like factor 13 Proteins 0.000 description 1
- 101001003581 Homo sapiens Lamin-B1 Proteins 0.000 description 1
- 101000619656 Homo sapiens Leucine-rich repeat-containing protein 70 Proteins 0.000 description 1
- 101001043593 Homo sapiens Low-density lipoprotein receptor-related protein 5-like protein Proteins 0.000 description 1
- 101000573522 Homo sapiens MAP kinase-interacting serine/threonine-protein kinase 1 Proteins 0.000 description 1
- 101001014572 Homo sapiens MARCKS-related protein Proteins 0.000 description 1
- 101000963755 Homo sapiens MORF4 family-associated protein 1-like 1 Proteins 0.000 description 1
- 101000972143 Homo sapiens Maturin Proteins 0.000 description 1
- 101000962483 Homo sapiens Max dimerization protein 1 Proteins 0.000 description 1
- 101001000302 Homo sapiens Max-interacting protein 1 Proteins 0.000 description 1
- 101001057135 Homo sapiens Melanoma-associated antigen H1 Proteins 0.000 description 1
- 101000985328 Homo sapiens Methenyltetrahydrofolate cyclohydrolase Proteins 0.000 description 1
- 101001013999 Homo sapiens Microtubule cross-linking factor 1 Proteins 0.000 description 1
- 101001055091 Homo sapiens Mitogen-activated protein kinase kinase kinase 8 Proteins 0.000 description 1
- 101001059989 Homo sapiens Mitogen-activated protein kinase kinase kinase kinase 3 Proteins 0.000 description 1
- 101000590830 Homo sapiens Monocarboxylate transporter 1 Proteins 0.000 description 1
- 101000946889 Homo sapiens Monocyte differentiation antigen CD14 Proteins 0.000 description 1
- 101001012646 Homo sapiens Monoglyceride lipase Proteins 0.000 description 1
- 101000583839 Homo sapiens Muscleblind-like protein 1 Proteins 0.000 description 1
- 101001018552 Homo sapiens MyoD family inhibitor domain-containing protein Proteins 0.000 description 1
- 101000589671 Homo sapiens NAD kinase 2, mitochondrial Proteins 0.000 description 1
- 101000973157 Homo sapiens NEDD4 family-interacting protein 1 Proteins 0.000 description 1
- 101001030447 Homo sapiens NEDD4-binding protein 2-like 1 Proteins 0.000 description 1
- 101000961071 Homo sapiens NF-kappa-B inhibitor alpha Proteins 0.000 description 1
- 101001076431 Homo sapiens NF-kappa-B inhibitor zeta Proteins 0.000 description 1
- 101000581981 Homo sapiens Neural cell adhesion molecule 1 Proteins 0.000 description 1
- 101000995801 Homo sapiens Neural proliferation differentiation and control protein 1 Proteins 0.000 description 1
- 101000927793 Homo sapiens Neuroepithelial cell-transforming gene 1 protein Proteins 0.000 description 1
- 101000577541 Homo sapiens Neuronal regeneration-related protein Proteins 0.000 description 1
- 101000979342 Homo sapiens Nuclear factor NF-kappa-B p105 subunit Proteins 0.000 description 1
- 101001098352 Homo sapiens OX-2 membrane glycoprotein Proteins 0.000 description 1
- 101000721992 Homo sapiens Olfactomedin-like protein 2A Proteins 0.000 description 1
- 101001095231 Homo sapiens Peptidyl-prolyl cis-trans isomerase D Proteins 0.000 description 1
- 101000983854 Homo sapiens Phosphatidate phosphatase LPIN1 Proteins 0.000 description 1
- 101000616502 Homo sapiens Phosphatidylinositol 3,4,5-trisphosphate 5-phosphatase 1 Proteins 0.000 description 1
- 101001072903 Homo sapiens Phosphoglucomutase-2 Proteins 0.000 description 1
- 101001096183 Homo sapiens Pleckstrin homology domain-containing family A member 2 Proteins 0.000 description 1
- 101001134844 Homo sapiens Pre-mRNA cleavage complex 2 protein Pcf11 Proteins 0.000 description 1
- 101001124937 Homo sapiens Pre-mRNA-splicing factor 38B Proteins 0.000 description 1
- 101000915008 Homo sapiens Probable C-mannosyltransferase DPY19L3 Proteins 0.000 description 1
- 101001090551 Homo sapiens Proline-rich protein 5-like Proteins 0.000 description 1
- 101000614347 Homo sapiens Prolyl 4-hydroxylase subunit alpha-2 Proteins 0.000 description 1
- 101001117509 Homo sapiens Prostaglandin E2 receptor EP4 subtype Proteins 0.000 description 1
- 101000859935 Homo sapiens Protein CREG1 Proteins 0.000 description 1
- 101000881752 Homo sapiens Protein ELYS Proteins 0.000 description 1
- 101001062760 Homo sapiens Protein FAM13A Proteins 0.000 description 1
- 101000823407 Homo sapiens Protein FAM98B Proteins 0.000 description 1
- 101000625251 Homo sapiens Protein Mis18-alpha Proteins 0.000 description 1
- 101001129744 Homo sapiens Protein PHTF2 Proteins 0.000 description 1
- 101000713957 Homo sapiens Protein RUFY3 Proteins 0.000 description 1
- 101000685718 Homo sapiens Protein S100-Z Proteins 0.000 description 1
- 101000596012 Homo sapiens Protein TASOR 2 Proteins 0.000 description 1
- 101000650117 Homo sapiens Protein Wnt-9a Proteins 0.000 description 1
- 101001098769 Homo sapiens Protein disulfide-isomerase A6 Proteins 0.000 description 1
- 101000893493 Homo sapiens Protein flightless-1 homolog Proteins 0.000 description 1
- 101000735473 Homo sapiens Protein mono-ADP-ribosyltransferase TIPARP Proteins 0.000 description 1
- 101001122742 Homo sapiens Protein phosphatase 1 regulatory inhibitor subunit 16B Proteins 0.000 description 1
- 101000688345 Homo sapiens Protein phosphatase 1 regulatory subunit 14A Proteins 0.000 description 1
- 101000599464 Homo sapiens Protein phosphatase inhibitor 2 Proteins 0.000 description 1
- 101000685298 Homo sapiens Protein sel-1 homolog 3 Proteins 0.000 description 1
- 101000845257 Homo sapiens Protein tweety homolog 2 Proteins 0.000 description 1
- 101001081576 Homo sapiens Putative DNA-binding protein inhibitor ID-2B Proteins 0.000 description 1
- 101001070497 Homo sapiens Putative golgin subfamily A member 8I Proteins 0.000 description 1
- 101000878920 Homo sapiens Putative uncharacterized protein encoded by MIR22HG Proteins 0.000 description 1
- 101000579952 Homo sapiens RANBP2-like and GRIP domain-containing protein 1 Proteins 0.000 description 1
- 101000579953 Homo sapiens RANBP2-like and GRIP domain-containing protein 2 Proteins 0.000 description 1
- 101001069891 Homo sapiens RAS guanyl-releasing protein 1 Proteins 0.000 description 1
- 101000734222 Homo sapiens RING finger protein 10 Proteins 0.000 description 1
- 101001062098 Homo sapiens RNA-binding protein 14 Proteins 0.000 description 1
- 101001076715 Homo sapiens RNA-binding protein 39 Proteins 0.000 description 1
- 101001106821 Homo sapiens Rab11 family-interacting protein 1 Proteins 0.000 description 1
- 101000579954 Homo sapiens RanBP2-like and GRIP domain-containing protein 3 Proteins 0.000 description 1
- 101000848724 Homo sapiens Rap guanine nucleotide exchange factor 3 Proteins 0.000 description 1
- 101000708222 Homo sapiens Ras and Rab interactor 2 Proteins 0.000 description 1
- 101000707951 Homo sapiens Ras and Rab interactor 3 Proteins 0.000 description 1
- 101000712972 Homo sapiens Ras association domain-containing protein 4 Proteins 0.000 description 1
- 101000686227 Homo sapiens Ras-related protein R-Ras2 Proteins 0.000 description 1
- 101001130465 Homo sapiens Ras-related protein Ral-A Proteins 0.000 description 1
- 101000727472 Homo sapiens Reticulon-4 Proteins 0.000 description 1
- 101000704874 Homo sapiens Rho family-interacting cell polarization regulator 2 Proteins 0.000 description 1
- 101000637411 Homo sapiens Rho guanine nucleotide exchange factor TIAM2 Proteins 0.000 description 1
- 101000822528 Homo sapiens S-adenosylhomocysteine hydrolase-like protein 1 Proteins 0.000 description 1
- 101000869503 Homo sapiens SAC3 domain-containing protein 1 Proteins 0.000 description 1
- 101001092917 Homo sapiens SAM domain-containing protein SAMSN-1 Proteins 0.000 description 1
- 101001093937 Homo sapiens SEC14-like protein 1 Proteins 0.000 description 1
- 101000700918 Homo sapiens SERTA domain-containing protein 1 Proteins 0.000 description 1
- 101000687718 Homo sapiens SWI/SNF complex subunit SMARCC1 Proteins 0.000 description 1
- 101000632314 Homo sapiens Septin-6 Proteins 0.000 description 1
- 101000707474 Homo sapiens Serine incorporator 2 Proteins 0.000 description 1
- 101000642661 Homo sapiens Serine-threonine kinase receptor-associated protein Proteins 0.000 description 1
- 101000858430 Homo sapiens Serine/Arginine-related protein 53 Proteins 0.000 description 1
- 101000700735 Homo sapiens Serine/arginine-rich splicing factor 7 Proteins 0.000 description 1
- 101000661819 Homo sapiens Serine/threonine-protein kinase 17B Proteins 0.000 description 1
- 101000880431 Homo sapiens Serine/threonine-protein kinase 4 Proteins 0.000 description 1
- 101000709238 Homo sapiens Serine/threonine-protein kinase SIK1 Proteins 0.000 description 1
- 101000649929 Homo sapiens Serine/threonine-protein kinase VRK1 Proteins 0.000 description 1
- 101000987024 Homo sapiens Serine/threonine-protein phosphatase 4 regulatory subunit 3B Proteins 0.000 description 1
- 101000836066 Homo sapiens Serpin B6 Proteins 0.000 description 1
- 101000700752 Homo sapiens Serum response factor-binding protein 1 Proteins 0.000 description 1
- 101000648012 Homo sapiens Signal transducing adapter molecule 1 Proteins 0.000 description 1
- 101000897669 Homo sapiens Small RNA 2'-O-methyltransferase Proteins 0.000 description 1
- 101000631937 Homo sapiens Sodium- and chloride-dependent glycine transporter 2 Proteins 0.000 description 1
- 101000639975 Homo sapiens Sodium-dependent noradrenaline transporter Proteins 0.000 description 1
- 101000704203 Homo sapiens Spectrin alpha chain, non-erythrocytic 1 Proteins 0.000 description 1
- 101000889087 Homo sapiens Spliceosome-associated protein CWC27 homolog Proteins 0.000 description 1
- 101000864761 Homo sapiens Splicing factor 1 Proteins 0.000 description 1
- 101000585255 Homo sapiens Steroidogenic factor 1 Proteins 0.000 description 1
- 101000617130 Homo sapiens Stromal cell-derived factor 1 Proteins 0.000 description 1
- 101000825933 Homo sapiens Structural maintenance of chromosomes flexible hinge domain-containing protein 1 Proteins 0.000 description 1
- 101000685323 Homo sapiens Succinate dehydrogenase [ubiquinone] flavoprotein subunit, mitochondrial Proteins 0.000 description 1
- 101000661816 Homo sapiens Suppression of tumorigenicity 18 protein Proteins 0.000 description 1
- 101000687808 Homo sapiens Suppressor of cytokine signaling 2 Proteins 0.000 description 1
- 101000652224 Homo sapiens Suppressor of cytokine signaling 5 Proteins 0.000 description 1
- 101000584505 Homo sapiens Synaptic vesicle glycoprotein 2A Proteins 0.000 description 1
- 101000662909 Homo sapiens T cell receptor beta constant 1 Proteins 0.000 description 1
- 101000662902 Homo sapiens T cell receptor beta constant 2 Proteins 0.000 description 1
- 101000679307 Homo sapiens T cell receptor gamma constant 2 Proteins 0.000 description 1
- 101000891625 Homo sapiens TBC1 domain family member 4 Proteins 0.000 description 1
- 101000626153 Homo sapiens Tensin-3 Proteins 0.000 description 1
- 101000666429 Homo sapiens Terminal nucleotidyltransferase 5C Proteins 0.000 description 1
- 101000658622 Homo sapiens Testis-specific Y-encoded-like protein 2 Proteins 0.000 description 1
- 101000759409 Homo sapiens Tetratricopeptide repeat protein 39C Proteins 0.000 description 1
- 101000610729 Homo sapiens Trafficking kinesin-binding protein 2 Proteins 0.000 description 1
- 101000837837 Homo sapiens Transcription factor EC Proteins 0.000 description 1
- 101001050297 Homo sapiens Transcription factor JunD Proteins 0.000 description 1
- 101000962469 Homo sapiens Transcription factor MafF Proteins 0.000 description 1
- 101000687727 Homo sapiens Transcriptional regulator PINT87aa Proteins 0.000 description 1
- 101000679340 Homo sapiens Transformer-2 protein homolog alpha Proteins 0.000 description 1
- 101000851431 Homo sapiens Transmembrane protein 70, mitochondrial Proteins 0.000 description 1
- 101000788517 Homo sapiens Tubulin beta-2A chain Proteins 0.000 description 1
- 101000611023 Homo sapiens Tumor necrosis factor receptor superfamily member 6 Proteins 0.000 description 1
- 101000836173 Homo sapiens Tumor protein p53-inducible nuclear protein 2 Proteins 0.000 description 1
- 101000984551 Homo sapiens Tyrosine-protein kinase Blk Proteins 0.000 description 1
- 101001050476 Homo sapiens Tyrosine-protein kinase ITK/TSK Proteins 0.000 description 1
- 101000934996 Homo sapiens Tyrosine-protein kinase JAK3 Proteins 0.000 description 1
- 101000606067 Homo sapiens Tyrosine-protein kinase TXK Proteins 0.000 description 1
- 101000760781 Homo sapiens Tyrosyl-DNA phosphodiesterase 2 Proteins 0.000 description 1
- 101000772913 Homo sapiens Ubiquitin-conjugating enzyme E2 D3 Proteins 0.000 description 1
- 101000644661 Homo sapiens Ubiquitin-conjugating enzyme E2 E3 Proteins 0.000 description 1
- 101000940063 Homo sapiens Ubiquitin-conjugating enzyme E2 variant 2 Proteins 0.000 description 1
- 101000608633 Homo sapiens Ubiquitin-like domain-containing CTD phosphatase 1 Proteins 0.000 description 1
- 101000900747 Homo sapiens Uncharacterized protein C14orf119 Proteins 0.000 description 1
- 101000585623 Homo sapiens Unconventional myosin-X Proteins 0.000 description 1
- 101000644174 Homo sapiens Uridine phosphorylase 1 Proteins 0.000 description 1
- 101000854862 Homo sapiens Vacuolar protein sorting-associated protein 35 Proteins 0.000 description 1
- 101000649979 Homo sapiens Vacuolar protein sorting-associated protein VTA1 homolog Proteins 0.000 description 1
- 101000851018 Homo sapiens Vascular endothelial growth factor receptor 1 Proteins 0.000 description 1
- 101000965719 Homo sapiens Volume-regulated anion channel subunit LRRC8C Proteins 0.000 description 1
- 101000803343 Homo sapiens WASP homolog-associated protein with actin, membranes and microtubules Proteins 0.000 description 1
- 101000782180 Homo sapiens WD repeat-containing protein 1 Proteins 0.000 description 1
- 101000916514 Homo sapiens Zinc finger CCCH-type antiviral protein 1 Proteins 0.000 description 1
- 101000723833 Homo sapiens Zinc finger E-box-binding homeobox 2 Proteins 0.000 description 1
- 101000759185 Homo sapiens Zinc finger X-chromosomal protein Proteins 0.000 description 1
- 101000759564 Homo sapiens Zinc finger and BTB domain-containing protein 8A Proteins 0.000 description 1
- 101000599042 Homo sapiens Zinc finger protein Aiolos Proteins 0.000 description 1
- 101000759186 Homo sapiens Zinc finger translocation-associated protein Proteins 0.000 description 1
- 101000788664 Homo sapiens Zinc fingers and homeoboxes protein 2 Proteins 0.000 description 1
- 101001098805 Homo sapiens cAMP-specific 3',5'-cyclic phosphodiesterase 4A Proteins 0.000 description 1
- 108090000144 Human Proteins Proteins 0.000 description 1
- 102000003839 Human Proteins Human genes 0.000 description 1
- 108010003272 Hyaluronate lyase Proteins 0.000 description 1
- 102000001974 Hyaluronidases Human genes 0.000 description 1
- 108091058560 IL8 Proteins 0.000 description 1
- 102000009438 IgE Receptors Human genes 0.000 description 1
- 108010073816 IgE Receptors Proteins 0.000 description 1
- 102100020688 Immediate early response gene 5 protein Human genes 0.000 description 1
- 108010058683 Immobilized Proteins Proteins 0.000 description 1
- 102100029571 Immunoglobulin J chain Human genes 0.000 description 1
- 102100029616 Immunoglobulin lambda-like polypeptide 1 Human genes 0.000 description 1
- 102100038659 Inactive tyrosine-protein kinase PRAG1 Human genes 0.000 description 1
- 102100038425 Inactive ubiquitin carboxyl-terminal hydrolase 53 Human genes 0.000 description 1
- 102100026539 Induced myeloid leukemia cell differentiation protein Mcl-1 Human genes 0.000 description 1
- 102100027638 Inhibitor of Bruton tyrosine kinase Human genes 0.000 description 1
- 108010064600 Intercellular Adhesion Molecule-3 Proteins 0.000 description 1
- 102100037871 Intercellular adhesion molecule 3 Human genes 0.000 description 1
- 102100037971 Interferon lambda receptor 1 Human genes 0.000 description 1
- 102100039880 Interleukin-1 receptor accessory protein Human genes 0.000 description 1
- 102100023530 Interleukin-1 receptor-associated kinase 3 Human genes 0.000 description 1
- 108010002350 Interleukin-2 Proteins 0.000 description 1
- 102000004889 Interleukin-6 Human genes 0.000 description 1
- 108090001005 Interleukin-6 Proteins 0.000 description 1
- 102000004890 Interleukin-8 Human genes 0.000 description 1
- 108090001007 Interleukin-8 Proteins 0.000 description 1
- 102100025505 Intersectin-2 Human genes 0.000 description 1
- 102000004902 Iron regulatory protein 2 Human genes 0.000 description 1
- 108090001028 Iron regulatory protein 2 Proteins 0.000 description 1
- 102100023976 Jun dimerization protein 2 Human genes 0.000 description 1
- 238000003749 KINOMEscan Methods 0.000 description 1
- 102100022830 Kelch repeat and BTB domain-containing protein 8 Human genes 0.000 description 1
- 102100023682 Kelch-like protein 15 Human genes 0.000 description 1
- 102100034894 Kinesin-like protein KIF16B Human genes 0.000 description 1
- 102100027798 Krueppel-like factor 10 Human genes 0.000 description 1
- 102100022254 Krueppel-like factor 13 Human genes 0.000 description 1
- FBOZXECLQNJBKD-ZDUSSCGKSA-N L-methotrexate Chemical compound C=1N=C2N=C(N)N=C(N)C2=NC=1CN(C)C1=CC=C(C(=O)N[C@@H](CCC(O)=O)C(O)=O)C=C1 FBOZXECLQNJBKD-ZDUSSCGKSA-N 0.000 description 1
- AYFVYJQAPQTCCC-GBXIJSLDSA-N L-threonine Chemical compound C[C@@H](O)[C@H](N)C(O)=O AYFVYJQAPQTCCC-GBXIJSLDSA-N 0.000 description 1
- OUYCCCASQSFEME-QMMMGPOBSA-N L-tyrosine Chemical compound OC(=O)[C@@H](N)CC1=CC=C(O)C=C1 OUYCCCASQSFEME-QMMMGPOBSA-N 0.000 description 1
- 102100026517 Lamin-B1 Human genes 0.000 description 1
- 102100022176 Leucine-rich repeat-containing protein 70 Human genes 0.000 description 1
- 102100021925 Low-density lipoprotein receptor-related protein 5-like protein Human genes 0.000 description 1
- 208000030289 Lymphoproliferative disease Diseases 0.000 description 1
- 101001018085 Lysobacter enzymogenes Lysyl endopeptidase Proteins 0.000 description 1
- 108010075654 MAP Kinase Kinase Kinase 1 Proteins 0.000 description 1
- 102100026299 MAP kinase-interacting serine/threonine-protein kinase 1 Human genes 0.000 description 1
- 102100032514 MARCKS-related protein Human genes 0.000 description 1
- 102100040150 MORF4 family-associated protein 1-like 1 Human genes 0.000 description 1
- 229910015837 MSH2 Inorganic materials 0.000 description 1
- 108010046938 Macrophage Colony-Stimulating Factor Proteins 0.000 description 1
- 102100028123 Macrophage colony-stimulating factor 1 Human genes 0.000 description 1
- 102100022448 Maturin Human genes 0.000 description 1
- 102100039185 Max dimerization protein 1 Human genes 0.000 description 1
- 102100035880 Max-interacting protein 1 Human genes 0.000 description 1
- 102100027256 Melanoma-associated antigen H1 Human genes 0.000 description 1
- 241001465754 Metazoa Species 0.000 description 1
- 102100028687 Methenyltetrahydrofolate cyclohydrolase Human genes 0.000 description 1
- 102100031339 Microtubule cross-linking factor 1 Human genes 0.000 description 1
- 108010009513 Mitochondrial Aldehyde Dehydrogenase Proteins 0.000 description 1
- 102100033115 Mitogen-activated protein kinase kinase kinase 1 Human genes 0.000 description 1
- 102100026907 Mitogen-activated protein kinase kinase kinase 8 Human genes 0.000 description 1
- 102100028193 Mitogen-activated protein kinase kinase kinase kinase 3 Human genes 0.000 description 1
- 102100034068 Monocarboxylate transporter 1 Human genes 0.000 description 1
- 102100035877 Monocyte differentiation antigen CD14 Human genes 0.000 description 1
- 102100029814 Monoglyceride lipase Human genes 0.000 description 1
- 208000034578 Multiple myelomas Diseases 0.000 description 1
- 241000699666 Mus <mouse, genus> Species 0.000 description 1
- 241000699660 Mus musculus Species 0.000 description 1
- 101100042680 Mus musculus Slc7a1 gene Proteins 0.000 description 1
- 102100030965 Muscleblind-like protein 1 Human genes 0.000 description 1
- 206010028470 Mycoplasma infections Diseases 0.000 description 1
- 102100033699 MyoD family inhibitor domain-containing protein Human genes 0.000 description 1
- XFAZZQREFHAALG-UHFFFAOYSA-N N-{1-amino-6-[(5-nitro-2-furoyl)amino]-1-oxohexan-2-yl}-23-(indol-3-yl)-20-oxo-4,7,10,13,16-pentaoxa-19-azatricosan-1-amide Chemical compound C=1NC2=CC=CC=C2C=1CCCC(=O)NCCOCCOCCOCCOCCOCCC(=O)NC(C(=O)N)CCCCNC(=O)C1=CC=C([N+]([O-])=O)O1 XFAZZQREFHAALG-UHFFFAOYSA-N 0.000 description 1
- 102100032217 NAD kinase 2, mitochondrial Human genes 0.000 description 1
- 101150065403 NECTIN2 gene Proteins 0.000 description 1
- 102100022547 NEDD4 family-interacting protein 1 Human genes 0.000 description 1
- 102100038596 NEDD4-binding protein 2-like 1 Human genes 0.000 description 1
- 108010057466 NF-kappa B Proteins 0.000 description 1
- 102000003945 NF-kappa B Human genes 0.000 description 1
- 102100039337 NF-kappa-B inhibitor alpha Human genes 0.000 description 1
- 102100026009 NF-kappa-B inhibitor zeta Human genes 0.000 description 1
- 102100035488 Nectin-2 Human genes 0.000 description 1
- 206010061309 Neoplasm progression Diseases 0.000 description 1
- 108010069196 Neural Cell Adhesion Molecules Proteins 0.000 description 1
- 102100034619 Neural proliferation differentiation and control protein 1 Human genes 0.000 description 1
- 102100028745 Neuronal regeneration-related protein Human genes 0.000 description 1
- 239000000020 Nitrocellulose Substances 0.000 description 1
- 102100023050 Nuclear factor NF-kappa-B p105 subunit Human genes 0.000 description 1
- 101710153660 Nuclear receptor corepressor 2 Proteins 0.000 description 1
- 101710163270 Nuclease Proteins 0.000 description 1
- 108091028043 Nucleic acid sequence Proteins 0.000 description 1
- 239000004677 Nylon Substances 0.000 description 1
- 108010064641 ONX 0912 Proteins 0.000 description 1
- 102100037589 OX-2 membrane glycoprotein Human genes 0.000 description 1
- 102100025404 Olfactomedin-like protein 2A Human genes 0.000 description 1
- 241000283973 Oryctolagus cuniculus Species 0.000 description 1
- 238000012408 PCR amplification Methods 0.000 description 1
- 101150096217 PHYH gene Proteins 0.000 description 1
- 241001596784 Pegasus Species 0.000 description 1
- 102100037827 Peptidyl-prolyl cis-trans isomerase D Human genes 0.000 description 1
- 102100020739 Peptidyl-prolyl cis-trans isomerase FKBP4 Human genes 0.000 description 1
- 102100025731 Phosphatidate phosphatase LPIN1 Human genes 0.000 description 1
- 102100021797 Phosphatidylinositol 3,4,5-trisphosphate 5-phosphatase 1 Human genes 0.000 description 1
- 102100036629 Phosphoglucomutase-2 Human genes 0.000 description 1
- 102100039421 Phytanoyl-CoA dioxygenase, peroxisomal Human genes 0.000 description 1
- 102100037868 Pleckstrin homology domain-containing family A member 2 Human genes 0.000 description 1
- 229920001213 Polysorbate 20 Polymers 0.000 description 1
- 102100033427 Pre-mRNA cleavage complex 2 protein Pcf11 Human genes 0.000 description 1
- 102100028677 Probable C-mannosyltransferase DPY19L3 Human genes 0.000 description 1
- 102100034734 Proline-rich protein 5-like Human genes 0.000 description 1
- 102100040478 Prolyl 4-hydroxylase subunit alpha-2 Human genes 0.000 description 1
- 102100024450 Prostaglandin E2 receptor EP4 subtype Human genes 0.000 description 1
- 229940124158 Protease/peptidase inhibitor Drugs 0.000 description 1
- 102100027796 Protein CREG1 Human genes 0.000 description 1
- 102100037113 Protein ELYS Human genes 0.000 description 1
- 102100030557 Protein FAM13A Human genes 0.000 description 1
- 102100022569 Protein FAM98B Human genes 0.000 description 1
- 102100025037 Protein Mis18-alpha Human genes 0.000 description 1
- 102100031570 Protein PHTF2 Human genes 0.000 description 1
- 108010059000 Protein Phosphatase 1 Proteins 0.000 description 1
- 102000005569 Protein Phosphatase 1 Human genes 0.000 description 1
- 102100036452 Protein RUFY3 Human genes 0.000 description 1
- 102100023107 Protein S100-Z Human genes 0.000 description 1
- 108010001267 Protein Subunits Proteins 0.000 description 1
- 102000002067 Protein Subunits Human genes 0.000 description 1
- 102100035171 Protein TASOR 2 Human genes 0.000 description 1
- 102100027503 Protein Wnt-9a Human genes 0.000 description 1
- 102100037061 Protein disulfide-isomerase A6 Human genes 0.000 description 1
- 102100034905 Protein mono-ADP-ribosyltransferase TIPARP Human genes 0.000 description 1
- 102100028740 Protein phosphatase 1 regulatory inhibitor subunit 16B Human genes 0.000 description 1
- 102100024147 Protein phosphatase 1 regulatory subunit 14A Human genes 0.000 description 1
- 102100037976 Protein phosphatase inhibitor 2 Human genes 0.000 description 1
- 102100023163 Protein sel-1 homolog 3 Human genes 0.000 description 1
- 102100031076 Protein tweety homolog 2 Human genes 0.000 description 1
- 108090000412 Protein-Tyrosine Kinases Proteins 0.000 description 1
- 102000004022 Protein-Tyrosine Kinases Human genes 0.000 description 1
- 102100027635 Putative DNA-binding protein inhibitor ID-2B Human genes 0.000 description 1
- 102100034118 Putative golgin subfamily A member 8I Human genes 0.000 description 1
- 102100037987 Putative uncharacterized protein encoded by MIR22HG Human genes 0.000 description 1
- 102100027505 RANBP2-like and GRIP domain-containing protein 1 Human genes 0.000 description 1
- 102100027511 RANBP2-like and GRIP domain-containing protein 2 Human genes 0.000 description 1
- 102100034220 RAS guanyl-releasing protein 1 Human genes 0.000 description 1
- 102100033605 RING finger protein 10 Human genes 0.000 description 1
- 102100029250 RNA-binding protein 14 Human genes 0.000 description 1
- 102100025858 RNA-binding protein 39 Human genes 0.000 description 1
- 108091007326 RNF19A Proteins 0.000 description 1
- 239000012979 RPMI medium Substances 0.000 description 1
- 238000011529 RT qPCR Methods 0.000 description 1
- 102100021315 Rab11 family-interacting protein 1 Human genes 0.000 description 1
- 102100027510 RanBP2-like and GRIP domain-containing protein 3 Human genes 0.000 description 1
- 102100034584 Rap guanine nucleotide exchange factor 3 Human genes 0.000 description 1
- 102100031490 Ras and Rab interactor 2 Human genes 0.000 description 1
- 102100031439 Ras and Rab interactor 3 Human genes 0.000 description 1
- 102100025003 Ras-related protein R-Ras2 Human genes 0.000 description 1
- 102100028191 Ras-related protein Rab-1A Human genes 0.000 description 1
- 102100031424 Ras-related protein Ral-A Human genes 0.000 description 1
- 108010079933 Receptor-Interacting Protein Serine-Threonine Kinase 2 Proteins 0.000 description 1
- 102100022502 Receptor-interacting serine/threonine-protein kinase 2 Human genes 0.000 description 1
- 102100029831 Reticulon-4 Human genes 0.000 description 1
- 102100032023 Rho family-interacting cell polarization regulator 2 Human genes 0.000 description 1
- 102100032206 Rho guanine nucleotide exchange factor TIAM2 Human genes 0.000 description 1
- 208000025316 Richter syndrome Diseases 0.000 description 1
- 241000283984 Rodentia Species 0.000 description 1
- 239000006146 Roswell Park Memorial Institute medium Substances 0.000 description 1
- 102100022479 S-adenosylhomocysteine hydrolase-like protein 1 Human genes 0.000 description 1
- 102100032278 SAC3 domain-containing protein 1 Human genes 0.000 description 1
- 102100036195 SAM domain-containing protein SAMSN-1 Human genes 0.000 description 1
- 238000011579 SCID mouse model Methods 0.000 description 1
- 102100035214 SEC14-like protein 1 Human genes 0.000 description 1
- 102100029341 SERTA domain-containing protein 1 Human genes 0.000 description 1
- 102100030681 SH3 and multiple ankyrin repeat domains protein 3 Human genes 0.000 description 1
- 101710101741 SH3 and multiple ankyrin repeat domains protein 3 Proteins 0.000 description 1
- 108091006298 SLC2A3 Proteins 0.000 description 1
- 108091006969 SLC35F2 Proteins 0.000 description 1
- 108091006925 SLC37A3 Proteins 0.000 description 1
- 108010017324 STAT3 Transcription Factor Proteins 0.000 description 1
- 102100024793 SWI/SNF complex subunit SMARCC1 Human genes 0.000 description 1
- 206010039491 Sarcoma Diseases 0.000 description 1
- 102100027982 Septin-6 Human genes 0.000 description 1
- 102100031733 Serine incorporator 2 Human genes 0.000 description 1
- 102100028826 Serine/Arginine-related protein 53 Human genes 0.000 description 1
- 102100029287 Serine/arginine-rich splicing factor 7 Human genes 0.000 description 1
- 102100037959 Serine/threonine-protein kinase 17B Human genes 0.000 description 1
- 102100037629 Serine/threonine-protein kinase 4 Human genes 0.000 description 1
- 102100032771 Serine/threonine-protein kinase SIK1 Human genes 0.000 description 1
- 102100028235 Serine/threonine-protein kinase VRK1 Human genes 0.000 description 1
- 102100027865 Serine/threonine-protein phosphatase 4 regulatory subunit 3B Human genes 0.000 description 1
- 102100025512 Serpin B6 Human genes 0.000 description 1
- 102100029282 Serum response factor-binding protein 1 Human genes 0.000 description 1
- 102100024040 Signal transducer and activator of transcription 3 Human genes 0.000 description 1
- 102100025245 Signal transducing adapter molecule 1 Human genes 0.000 description 1
- VYPSYNLAJGMNEJ-UHFFFAOYSA-N Silicium dioxide Chemical compound O=[Si]=O VYPSYNLAJGMNEJ-UHFFFAOYSA-N 0.000 description 1
- 108020004682 Single-Stranded DNA Proteins 0.000 description 1
- 102100021887 Small RNA 2'-O-methyltransferase Human genes 0.000 description 1
- 101150045565 Socs1 gene Proteins 0.000 description 1
- 101150043341 Socs3 gene Proteins 0.000 description 1
- 102100028886 Sodium- and chloride-dependent glycine transporter 2 Human genes 0.000 description 1
- 102100022722 Solute carrier family 2, facilitated glucose transporter member 3 Human genes 0.000 description 1
- 102100030097 Solute carrier family 35 member F2 Human genes 0.000 description 1
- 102100031874 Spectrin alpha chain, non-erythrocytic 1 Human genes 0.000 description 1
- 102100039430 Spliceosome-associated protein CWC27 homolog Human genes 0.000 description 1
- 102100029856 Steroidogenic factor 1 Human genes 0.000 description 1
- 101000910035 Streptococcus pyogenes serotype M1 CRISPR-associated endonuclease Cas9/Csn1 Proteins 0.000 description 1
- 102100021669 Stromal cell-derived factor 1 Human genes 0.000 description 1
- 102100022770 Structural maintenance of chromosomes flexible hinge domain-containing protein 1 Human genes 0.000 description 1
- 102100023155 Succinate dehydrogenase [ubiquinone] flavoprotein subunit, mitochondrial Human genes 0.000 description 1
- 102100038952 Sugar phosphate exchanger 3 Human genes 0.000 description 1
- 102100037943 Suppression of tumorigenicity 18 protein Human genes 0.000 description 1
- 108700027336 Suppressor of Cytokine Signaling 1 Proteins 0.000 description 1
- 108700027337 Suppressor of Cytokine Signaling 3 Proteins 0.000 description 1
- 102100024779 Suppressor of cytokine signaling 1 Human genes 0.000 description 1
- 102100024784 Suppressor of cytokine signaling 2 Human genes 0.000 description 1
- 102100024283 Suppressor of cytokine signaling 3 Human genes 0.000 description 1
- 102100030523 Suppressor of cytokine signaling 5 Human genes 0.000 description 1
- 102100030701 Synaptic vesicle glycoprotein 2A Human genes 0.000 description 1
- 102100029452 T cell receptor alpha chain constant Human genes 0.000 description 1
- 102100037272 T cell receptor beta constant 1 Human genes 0.000 description 1
- 102100037298 T cell receptor beta constant 2 Human genes 0.000 description 1
- 102100022571 T cell receptor gamma constant 2 Human genes 0.000 description 1
- 210000001744 T-lymphocyte Anatomy 0.000 description 1
- 108010032166 TARP Proteins 0.000 description 1
- 102100040257 TBC1 domain family member 4 Human genes 0.000 description 1
- CBPNZQVSJQDFBE-FUXHJELOSA-N Temsirolimus Chemical compound C1C[C@@H](OC(=O)C(C)(CO)CO)[C@H](OC)C[C@@H]1C[C@@H](C)[C@H]1OC(=O)[C@@H]2CCCCN2C(=O)C(=O)[C@](O)(O2)[C@H](C)CC[C@H]2C[C@H](OC)/C(C)=C/C=C/C=C/[C@@H](C)C[C@@H](C)C(=O)[C@H](OC)[C@H](O)/C(C)=C/[C@@H](C)C(=O)C1 CBPNZQVSJQDFBE-FUXHJELOSA-N 0.000 description 1
- 102100024548 Tensin-3 Human genes 0.000 description 1
- 102100038305 Terminal nucleotidyltransferase 5C Human genes 0.000 description 1
- 102100034917 Testis-specific Y-encoded-like protein 2 Human genes 0.000 description 1
- 102100023273 Tetratricopeptide repeat protein 39C Human genes 0.000 description 1
- AYFVYJQAPQTCCC-UHFFFAOYSA-N Threonine Natural products CC(O)C(N)C(O)=O AYFVYJQAPQTCCC-UHFFFAOYSA-N 0.000 description 1
- 239000004473 Threonine Substances 0.000 description 1
- 102100040377 Trafficking kinesin-binding protein 2 Human genes 0.000 description 1
- 102100028503 Transcription factor EC Human genes 0.000 description 1
- 102100023118 Transcription factor JunD Human genes 0.000 description 1
- 102100039187 Transcription factor MafF Human genes 0.000 description 1
- 102100024797 Transcriptional regulator PINT87aa Human genes 0.000 description 1
- 102100022573 Transformer-2 protein homolog alpha Human genes 0.000 description 1
- 102100036921 Transmembrane protein 70, mitochondrial Human genes 0.000 description 1
- 206010063092 Trisomy 12 Diseases 0.000 description 1
- 239000013504 Triton X-100 Substances 0.000 description 1
- 229920004890 Triton X-100 Polymers 0.000 description 1
- 102100025225 Tubulin beta-2A chain Human genes 0.000 description 1
- 108010078814 Tumor Suppressor Protein p53 Proteins 0.000 description 1
- 102100040403 Tumor necrosis factor receptor superfamily member 6 Human genes 0.000 description 1
- 102100027218 Tumor protein p53-inducible nuclear protein 2 Human genes 0.000 description 1
- 102100027053 Tyrosine-protein kinase Blk Human genes 0.000 description 1
- 102100023345 Tyrosine-protein kinase ITK/TSK Human genes 0.000 description 1
- 102100025387 Tyrosine-protein kinase JAK3 Human genes 0.000 description 1
- 102100039079 Tyrosine-protein kinase TXK Human genes 0.000 description 1
- 102100021125 Tyrosine-protein kinase ZAP-70 Human genes 0.000 description 1
- 102100024578 Tyrosyl-DNA phosphodiesterase 2 Human genes 0.000 description 1
- 102100024250 Ubiquitin carboxyl-terminal hydrolase CYLD Human genes 0.000 description 1
- 102100030425 Ubiquitin-conjugating enzyme E2 D3 Human genes 0.000 description 1
- 102100020709 Ubiquitin-conjugating enzyme E2 E3 Human genes 0.000 description 1
- 102100031122 Ubiquitin-conjugating enzyme E2 variant 2 Human genes 0.000 description 1
- 102100039286 Ubiquitin-like domain-containing CTD phosphatase 1 Human genes 0.000 description 1
- 102100022071 Uncharacterized protein C14orf119 Human genes 0.000 description 1
- 102100029827 Unconventional myosin-X Human genes 0.000 description 1
- 102100020892 Uridine phosphorylase 1 Human genes 0.000 description 1
- 102100038282 V-type immunoglobulin domain-containing suppressor of T-cell activation Human genes 0.000 description 1
- 102100020822 Vacuolar protein sorting-associated protein 35 Human genes 0.000 description 1
- 102100028298 Vacuolar protein sorting-associated protein VTA1 homolog Human genes 0.000 description 1
- 108010000134 Vascular Cell Adhesion Molecule-1 Proteins 0.000 description 1
- 102100023543 Vascular cell adhesion protein 1 Human genes 0.000 description 1
- 102100033178 Vascular endothelial growth factor receptor 1 Human genes 0.000 description 1
- 102100040984 Volume-regulated anion channel subunit LRRC8C Human genes 0.000 description 1
- 102100036048 WASP homolog-associated protein with actin, membranes and microtubules Human genes 0.000 description 1
- 102100036551 WD repeat-containing protein 1 Human genes 0.000 description 1
- 108010046882 ZAP-70 Protein-Tyrosine Kinase Proteins 0.000 description 1
- 102100028882 Zinc finger CCCH-type antiviral protein 1 Human genes 0.000 description 1
- 102100028458 Zinc finger E-box-binding homeobox 2 Human genes 0.000 description 1
- 102100023405 Zinc finger X-chromosomal protein Human genes 0.000 description 1
- 102100023251 Zinc finger and BTB domain-containing protein 8A Human genes 0.000 description 1
- 101710185494 Zinc finger protein Proteins 0.000 description 1
- 102100023597 Zinc finger protein 816 Human genes 0.000 description 1
- 102100037798 Zinc finger protein Aiolos Human genes 0.000 description 1
- 102100023386 Zinc finger translocation-associated protein Human genes 0.000 description 1
- 102100025093 Zinc fingers and homeoboxes protein 2 Human genes 0.000 description 1
- 230000002159 abnormal effect Effects 0.000 description 1
- 238000002835 absorbance Methods 0.000 description 1
- 239000004480 active ingredient Substances 0.000 description 1
- 239000000654 additive Substances 0.000 description 1
- 230000000996 additive effect Effects 0.000 description 1
- 230000002411 adverse Effects 0.000 description 1
- 229950009447 alisertib Drugs 0.000 description 1
- 125000000539 amino acid group Chemical group 0.000 description 1
- 230000006023 anti-tumor response Effects 0.000 description 1
- 239000000427 antigen Substances 0.000 description 1
- 108091007433 antigens Proteins 0.000 description 1
- 102000036639 antigens Human genes 0.000 description 1
- 239000002246 antineoplastic agent Substances 0.000 description 1
- 230000005756 apoptotic signaling Effects 0.000 description 1
- 229960003094 belinostat Drugs 0.000 description 1
- NCNRHFGMJRPRSK-MDZDMXLPSA-N belinostat Chemical compound ONC(=O)\C=C\C1=CC=CC(S(=O)(=O)NC=2C=CC=CC=2)=C1 NCNRHFGMJRPRSK-MDZDMXLPSA-N 0.000 description 1
- 229960002707 bendamustine Drugs 0.000 description 1
- YTKUWDBFDASYHO-UHFFFAOYSA-N bendamustine Chemical compound ClCCN(CCCl)C1=CC=C2N(C)C(CCCC(O)=O)=NC2=C1 YTKUWDBFDASYHO-UHFFFAOYSA-N 0.000 description 1
- 230000008901 benefit Effects 0.000 description 1
- 238000003766 bioinformatics method Methods 0.000 description 1
- 230000004071 biological effect Effects 0.000 description 1
- 230000015572 biosynthetic process Effects 0.000 description 1
- 201000000053 blastoma Diseases 0.000 description 1
- 229960001467 bortezomib Drugs 0.000 description 1
- GXJABQQUPOEUTA-RDJZCZTQSA-N bortezomib Chemical compound C([C@@H](C(=O)N[C@@H](CC(C)C)B(O)O)NC(=O)C=1N=CC=NC=1)C1=CC=CC=C1 GXJABQQUPOEUTA-RDJZCZTQSA-N 0.000 description 1
- 229940125163 brexucabtagene autoleucel Drugs 0.000 description 1
- 229950003628 buparlisib Drugs 0.000 description 1
- 210000004899 c-terminal region Anatomy 0.000 description 1
- 102100039125 cAMP-regulated phosphoprotein 21 Human genes 0.000 description 1
- 102100037092 cAMP-specific 3',5'-cyclic phosphodiesterase 4A Human genes 0.000 description 1
- 208000035269 cancer or benign tumor Diseases 0.000 description 1
- 238000007623 carbamidomethylation reaction Methods 0.000 description 1
- 229960002438 carfilzomib Drugs 0.000 description 1
- 108010021331 carfilzomib Proteins 0.000 description 1
- BLMPQMFVWMYDKT-NZTKNTHTSA-N carfilzomib Chemical compound C([C@@H](C(=O)N[C@@H](CC(C)C)C(=O)N[C@@H](CC=1C=CC=CC=1)C(=O)N[C@@H](CC(C)C)C(=O)[C@]1(C)OC1)NC(=O)CN1CCOCC1)CC1=CC=CC=C1 BLMPQMFVWMYDKT-NZTKNTHTSA-N 0.000 description 1
- 230000003197 catalytic effect Effects 0.000 description 1
- 238000000423 cell based assay Methods 0.000 description 1
- 230000011712 cell development Effects 0.000 description 1
- 230000006037 cell lysis Effects 0.000 description 1
- 230000012292 cell migration Effects 0.000 description 1
- 230000003833 cell viability Effects 0.000 description 1
- 238000002038 chemiluminescence detection Methods 0.000 description 1
- 229940044683 chemotherapy drug Drugs 0.000 description 1
- 208000014514 chromosome 17p deletion Diseases 0.000 description 1
- 229960002436 cladribine Drugs 0.000 description 1
- 238000003776 cleavage reaction Methods 0.000 description 1
- 229920001436 collagen Polymers 0.000 description 1
- 238000002648 combination therapy Methods 0.000 description 1
- 238000002591 computed tomography Methods 0.000 description 1
- 230000006552 constitutive activation Effects 0.000 description 1
- 239000000356 contaminant Substances 0.000 description 1
- 229950002550 copanlisib Drugs 0.000 description 1
- PZBCKZWLPGJMAO-UHFFFAOYSA-N copanlisib Chemical compound C1=CC=2C3=NCCN3C(NC(=O)C=3C=NC(N)=NC=3)=NC=2C(OC)=C1OCCCN1CCOCC1 PZBCKZWLPGJMAO-UHFFFAOYSA-N 0.000 description 1
- 238000004132 cross linking Methods 0.000 description 1
- 108010083633 cyclic AMP-regulated phosphoprotein ARPP-21 Proteins 0.000 description 1
- 108010057085 cytokine receptors Proteins 0.000 description 1
- 102000003675 cytokine receptors Human genes 0.000 description 1
- 210000000172 cytosol Anatomy 0.000 description 1
- 239000000824 cytostatic agent Substances 0.000 description 1
- 230000001085 cytostatic effect Effects 0.000 description 1
- 231100000433 cytotoxic Toxicity 0.000 description 1
- 230000001472 cytotoxic effect Effects 0.000 description 1
- 230000003013 cytotoxicity Effects 0.000 description 1
- 231100000135 cytotoxicity Toxicity 0.000 description 1
- 238000013480 data collection Methods 0.000 description 1
- 230000034994 death Effects 0.000 description 1
- 238000012350 deep sequencing Methods 0.000 description 1
- 230000006735 deficit Effects 0.000 description 1
- 230000002074 deregulated effect Effects 0.000 description 1
- 238000013461 design Methods 0.000 description 1
- 239000000032 diagnostic agent Substances 0.000 description 1
- 229940039227 diagnostic agent Drugs 0.000 description 1
- 108020001096 dihydrofolate reductase Proteins 0.000 description 1
- 238000010790 dilution Methods 0.000 description 1
- 239000012895 dilution Substances 0.000 description 1
- 238000001097 direct analysis in real time mass spectrometry Methods 0.000 description 1
- 231100000673 dose–response relationship Toxicity 0.000 description 1
- 201000008184 embryoma Diseases 0.000 description 1
- 239000003623 enhancer Substances 0.000 description 1
- 238000007824 enzymatic assay Methods 0.000 description 1
- 230000006862 enzymatic digestion Effects 0.000 description 1
- 230000002255 enzymatic effect Effects 0.000 description 1
- 229960005167 everolimus Drugs 0.000 description 1
- 238000013401 experimental design Methods 0.000 description 1
- 206010016256 fatigue Diseases 0.000 description 1
- 239000007850 fluorescent dye Substances 0.000 description 1
- 238000002290 gas chromatography-mass spectrometry Methods 0.000 description 1
- 238000003209 gene knockout Methods 0.000 description 1
- 230000002068 genetic effect Effects 0.000 description 1
- 238000010362 genome editing Methods 0.000 description 1
- 238000011331 genomic analysis Methods 0.000 description 1
- 210000001102 germinal center b cell Anatomy 0.000 description 1
- 239000011521 glass Substances 0.000 description 1
- 108020004445 glyceraldehyde-3-phosphate dehydrogenase Proteins 0.000 description 1
- 230000013595 glycosylation Effects 0.000 description 1
- 238000006206 glycosylation reaction Methods 0.000 description 1
- 239000001963 growth medium Substances 0.000 description 1
- 230000002489 hematologic effect Effects 0.000 description 1
- 238000005734 heterodimerization reaction Methods 0.000 description 1
- 238000010842 high-capacity cDNA reverse transcription kit Methods 0.000 description 1
- 210000003630 histaminocyte Anatomy 0.000 description 1
- 230000013632 homeostatic process Effects 0.000 description 1
- 229960002773 hyaluronidase Drugs 0.000 description 1
- HOMGKSMUEGBAAB-UHFFFAOYSA-N ifosfamide Chemical compound ClCCNP1(=O)OCCCN1CCCl HOMGKSMUEGBAAB-UHFFFAOYSA-N 0.000 description 1
- 229960001101 ifosfamide Drugs 0.000 description 1
- 238000003125 immunofluorescent labeling Methods 0.000 description 1
- 230000002055 immunohistochemical effect Effects 0.000 description 1
- 238000012744 immunostaining Methods 0.000 description 1
- 238000010348 incorporation Methods 0.000 description 1
- VBCVPMMZEGZULK-NRFANRHFSA-N indoxacarb Chemical compound C([C@@]1(OC2)C(=O)OC)C3=CC(Cl)=CC=C3C1=NN2C(=O)N(C(=O)OC)C1=CC=C(OC(F)(F)F)C=C1 VBCVPMMZEGZULK-NRFANRHFSA-N 0.000 description 1
- 238000001095 inductively coupled plasma mass spectrometry Methods 0.000 description 1
- 230000008595 infiltration Effects 0.000 description 1
- 238000001764 infiltration Methods 0.000 description 1
- 230000002757 inflammatory effect Effects 0.000 description 1
- 238000011221 initial treatment Methods 0.000 description 1
- 230000010354 integration Effects 0.000 description 1
- 230000003834 intracellular effect Effects 0.000 description 1
- 239000013038 irreversible inhibitor Substances 0.000 description 1
- 238000010829 isocratic elution Methods 0.000 description 1
- 229960003648 ixazomib Drugs 0.000 description 1
- MXAYKZJJDUDWDS-LBPRGKRZSA-N ixazomib Chemical compound CC(C)C[C@@H](B(O)O)NC(=O)CNC(=O)C1=CC(Cl)=CC=C1Cl MXAYKZJJDUDWDS-LBPRGKRZSA-N 0.000 description 1
- 238000003674 kinase activity assay Methods 0.000 description 1
- 150000002632 lipids Chemical class 0.000 description 1
- 238000004895 liquid chromatography mass spectrometry Methods 0.000 description 1
- 238000001294 liquid chromatography-tandem mass spectrometry Methods 0.000 description 1
- 230000004807 localization Effects 0.000 description 1
- 238000004020 luminiscence type Methods 0.000 description 1
- 210000001165 lymph node Anatomy 0.000 description 1
- 239000012139 lysis buffer Substances 0.000 description 1
- 238000013507 mapping Methods 0.000 description 1
- 239000011159 matrix material Substances 0.000 description 1
- 238000001840 matrix-assisted laser desorption--ionisation time-of-flight mass spectrometry Methods 0.000 description 1
- 210000003519 mature b lymphocyte Anatomy 0.000 description 1
- 238000005259 measurement Methods 0.000 description 1
- 239000012528 membrane Substances 0.000 description 1
- 229960000485 methotrexate Drugs 0.000 description 1
- 230000011987 methylation Effects 0.000 description 1
- 238000007069 methylation reaction Methods 0.000 description 1
- 108091070501 miRNA Proteins 0.000 description 1
- 239000002679 microRNA Substances 0.000 description 1
- 238000007431 microscopic evaluation Methods 0.000 description 1
- 230000005012 migration Effects 0.000 description 1
- 238000013508 migration Methods 0.000 description 1
- 230000000869 mutational effect Effects 0.000 description 1
- SWZXEVABPLUDIO-WSZYKNRRSA-N n-[(2s)-3-methoxy-1-[[(2s)-3-methoxy-1-[[(2s)-1-[(2r)-2-methyloxiran-2-yl]-1-oxo-3-phenylpropan-2-yl]amino]-1-oxopropan-2-yl]amino]-1-oxopropan-2-yl]-2-methyl-1,3-thiazole-5-carboxamide Chemical compound N([C@@H](COC)C(=O)N[C@@H](COC)C(=O)N[C@@H](CC=1C=CC=CC=1)C(=O)[C@]1(C)OC1)C(=O)C1=CN=C(C)S1 SWZXEVABPLUDIO-WSZYKNRRSA-N 0.000 description 1
- 239000013642 negative control Substances 0.000 description 1
- 230000031990 negative regulation of inflammatory response Effects 0.000 description 1
- 229910052754 neon Inorganic materials 0.000 description 1
- GKAOGPIIYCISHV-UHFFFAOYSA-N neon atom Chemical compound [Ne] GKAOGPIIYCISHV-UHFFFAOYSA-N 0.000 description 1
- 239000002547 new drug Substances 0.000 description 1
- 229920001220 nitrocellulos Polymers 0.000 description 1
- 102000037979 non-receptor tyrosine kinases Human genes 0.000 description 1
- 108091008046 non-receptor tyrosine kinases Proteins 0.000 description 1
- 239000002773 nucleotide Substances 0.000 description 1
- 125000003729 nucleotide group Chemical group 0.000 description 1
- 238000011580 nude mouse model Methods 0.000 description 1
- 229920001778 nylon Polymers 0.000 description 1
- 229950005751 ocrelizumab Drugs 0.000 description 1
- 229950005750 oprozomib Drugs 0.000 description 1
- 238000003305 oral gavage Methods 0.000 description 1
- 210000000056 organ Anatomy 0.000 description 1
- 230000003647 oxidation Effects 0.000 description 1
- 238000007254 oxidation reaction Methods 0.000 description 1
- 229960005184 panobinostat Drugs 0.000 description 1
- FWZRWHZDXBDTFK-ZHACJKMWSA-N panobinostat Chemical compound CC1=NC2=CC=C[CH]C2=C1CCNCC1=CC=C(\C=C\C(=O)NO)C=C1 FWZRWHZDXBDTFK-ZHACJKMWSA-N 0.000 description 1
- 238000005192 partition Methods 0.000 description 1
- 229960002621 pembrolizumab Drugs 0.000 description 1
- 229960002340 pentostatin Drugs 0.000 description 1
- FPVKHBSQESCIEP-JQCXWYLXSA-N pentostatin Chemical compound C1[C@H](O)[C@@H](CO)O[C@H]1N1C(N=CNC[C@H]2O)=C2N=C1 FPVKHBSQESCIEP-JQCXWYLXSA-N 0.000 description 1
- 239000000137 peptide hydrolase inhibitor Substances 0.000 description 1
- 210000005259 peripheral blood Anatomy 0.000 description 1
- 239000011886 peripheral blood Substances 0.000 description 1
- 230000002093 peripheral effect Effects 0.000 description 1
- 230000003285 pharmacodynamic effect Effects 0.000 description 1
- 238000009520 phase I clinical trial Methods 0.000 description 1
- 230000004962 physiological condition Effects 0.000 description 1
- 239000000902 placebo Substances 0.000 description 1
- 229940068196 placebo Drugs 0.000 description 1
- 230000036470 plasma concentration Effects 0.000 description 1
- 210000004180 plasmocyte Anatomy 0.000 description 1
- 229920000729 poly(L-lysine) polymer Polymers 0.000 description 1
- 230000008488 polyadenylation Effects 0.000 description 1
- 239000000256 polyoxyethylene sorbitan monolaurate Substances 0.000 description 1
- 235000010486 polyoxyethylene sorbitan monolaurate Nutrition 0.000 description 1
- 230000029279 positive regulation of transcription, DNA-dependent Effects 0.000 description 1
- 230000004481 post-translational protein modification Effects 0.000 description 1
- 230000001124 posttranscriptional effect Effects 0.000 description 1
- 238000002360 preparation method Methods 0.000 description 1
- 238000012545 processing Methods 0.000 description 1
- 229940002612 prodrug Drugs 0.000 description 1
- 239000000651 prodrug Substances 0.000 description 1
- 208000037821 progressive disease Diseases 0.000 description 1
- LFULEKSKNZEWOE-UHFFFAOYSA-N propanil Chemical compound CCC(=O)NC1=CC=C(Cl)C(Cl)=C1 LFULEKSKNZEWOE-UHFFFAOYSA-N 0.000 description 1
- 230000000069 prophylactic effect Effects 0.000 description 1
- 238000002731 protein assay Methods 0.000 description 1
- 230000020175 protein destabilization Effects 0.000 description 1
- 239000003531 protein hydrolysate Substances 0.000 description 1
- 230000006337 proteolytic cleavage Effects 0.000 description 1
- 108010054067 rab1 GTP-Binding Proteins Proteins 0.000 description 1
- 230000005855 radiation Effects 0.000 description 1
- 230000002285 radioactive effect Effects 0.000 description 1
- 238000010814 radioimmunoprecipitation assay Methods 0.000 description 1
- 230000007420 reactivation Effects 0.000 description 1
- 230000009257 reactivity Effects 0.000 description 1
- 239000013643 reference control Substances 0.000 description 1
- 230000004043 responsiveness Effects 0.000 description 1
- 108091008146 restriction endonucleases Proteins 0.000 description 1
- 238000012552 review Methods 0.000 description 1
- OHRURASPPZQGQM-GCCNXGTGSA-N romidepsin Chemical compound O1C(=O)[C@H](C(C)C)NC(=O)C(=C/C)/NC(=O)[C@H]2CSSCC\C=C\[C@@H]1CC(=O)N[C@H](C(C)C)C(=O)N2 OHRURASPPZQGQM-GCCNXGTGSA-N 0.000 description 1
- 229960003452 romidepsin Drugs 0.000 description 1
- OHRURASPPZQGQM-UHFFFAOYSA-N romidepsin Natural products O1C(=O)C(C(C)C)NC(=O)C(=CC)NC(=O)C2CSSCCC=CC1CC(=O)NC(C(C)C)C(=O)N2 OHRURASPPZQGQM-UHFFFAOYSA-N 0.000 description 1
- 108010091666 romidepsin Proteins 0.000 description 1
- 238000003118 sandwich ELISA Methods 0.000 description 1
- 230000007017 scission Effects 0.000 description 1
- 238000012216 screening Methods 0.000 description 1
- 238000001004 secondary ion mass spectrometry Methods 0.000 description 1
- 229950010613 selinexor Drugs 0.000 description 1
- 125000003607 serino group Chemical group [H]N([H])[C@]([H])(C(=O)[*])C(O[H])([H])[H] 0.000 description 1
- 239000000243 solution Substances 0.000 description 1
- 239000012453 solvate Substances 0.000 description 1
- 238000000527 sonication Methods 0.000 description 1
- 210000000952 spleen Anatomy 0.000 description 1
- 230000003393 splenic effect Effects 0.000 description 1
- 230000002269 spontaneous effect Effects 0.000 description 1
- 208000010110 spontaneous platelet aggregation Diseases 0.000 description 1
- 239000007921 spray Substances 0.000 description 1
- 230000006641 stabilisation Effects 0.000 description 1
- 238000011105 stabilization Methods 0.000 description 1
- 238000010186 staining Methods 0.000 description 1
- 230000004960 subcellular localization Effects 0.000 description 1
- 239000000758 substrate Substances 0.000 description 1
- 108010067247 tacrolimus binding protein 4 Proteins 0.000 description 1
- 229960000235 temsirolimus Drugs 0.000 description 1
- QFJCIRLUMZQUOT-UHFFFAOYSA-N temsirolimus Natural products C1CC(O)C(OC)CC1CC(C)C1OC(=O)C2CCCCN2C(=O)C(=O)C(O)(O2)C(C)CCC2CC(OC)C(C)=CC=CC=CC(C)CC(C)C(=O)C(OC)C(O)C(C)=CC(C)C(=O)C1 QFJCIRLUMZQUOT-UHFFFAOYSA-N 0.000 description 1
- 230000001988 toxicity Effects 0.000 description 1
- 231100000419 toxicity Toxicity 0.000 description 1
- 238000001890 transfection Methods 0.000 description 1
- 238000012546 transfer Methods 0.000 description 1
- 238000013519 translation Methods 0.000 description 1
- 238000011269 treatment regimen Methods 0.000 description 1
- 230000001960 triggered effect Effects 0.000 description 1
- 238000009966 trimming Methods 0.000 description 1
- 230000006433 tumor necrosis factor production Effects 0.000 description 1
- 230000005751 tumor progression Effects 0.000 description 1
- 230000001173 tumoral effect Effects 0.000 description 1
- 231100000588 tumorigenic Toxicity 0.000 description 1
- 230000000381 tumorigenic effect Effects 0.000 description 1
- OUYCCCASQSFEME-UHFFFAOYSA-N tyrosine Natural products OC(=O)C(N)CC1=CC=C(O)C=C1 OUYCCCASQSFEME-UHFFFAOYSA-N 0.000 description 1
- 239000005483 tyrosine kinase inhibitor Substances 0.000 description 1
- 125000001493 tyrosinyl group Chemical group [H]OC1=C([H])C([H])=C(C([H])=C1[H])C([H])([H])C([H])(N([H])[H])C(*)=O 0.000 description 1
- 238000010798 ubiquitination Methods 0.000 description 1
- 230000034512 ubiquitination Effects 0.000 description 1
- 229950010095 ulocuplumab Drugs 0.000 description 1
- 238000011144 upstream manufacturing Methods 0.000 description 1
- 229960001183 venetoclax Drugs 0.000 description 1
- LQBVNQSMGBZMKD-UHFFFAOYSA-N venetoclax Chemical compound C=1C=C(Cl)C=CC=1C=1CC(C)(C)CCC=1CN(CC1)CCN1C(C=C1OC=2C=C3C=CNC3=NC=2)=CC=C1C(=O)NS(=O)(=O)C(C=C1[N+]([O-])=O)=CC=C1NCC1CCOCC1 LQBVNQSMGBZMKD-UHFFFAOYSA-N 0.000 description 1
- 231100000747 viability assay Toxicity 0.000 description 1
- 238000003026 viability measurement method Methods 0.000 description 1
- 238000011179 visual inspection Methods 0.000 description 1
- 239000003643 water by type Substances 0.000 description 1
- 238000012447 xenograft mouse model Methods 0.000 description 1
- 229940073690 zandelisib Drugs 0.000 description 1
Classifications
-
- C—CHEMISTRY; METALLURGY
- C12—BIOCHEMISTRY; BEER; SPIRITS; WINE; VINEGAR; MICROBIOLOGY; ENZYMOLOGY; MUTATION OR GENETIC ENGINEERING
- C12Q—MEASURING OR TESTING PROCESSES INVOLVING ENZYMES, NUCLEIC ACIDS OR MICROORGANISMS; COMPOSITIONS OR TEST PAPERS THEREFOR; PROCESSES OF PREPARING SUCH COMPOSITIONS; CONDITION-RESPONSIVE CONTROL IN MICROBIOLOGICAL OR ENZYMOLOGICAL PROCESSES
- C12Q1/00—Measuring or testing processes involving enzymes, nucleic acids or microorganisms; Compositions therefor; Processes of preparing such compositions
- C12Q1/68—Measuring or testing processes involving enzymes, nucleic acids or microorganisms; Compositions therefor; Processes of preparing such compositions involving nucleic acids
- C12Q1/6876—Nucleic acid products used in the analysis of nucleic acids, e.g. primers or probes
- C12Q1/6883—Nucleic acid products used in the analysis of nucleic acids, e.g. primers or probes for diseases caused by alterations of genetic material
- C12Q1/6886—Nucleic acid products used in the analysis of nucleic acids, e.g. primers or probes for diseases caused by alterations of genetic material for cancer
-
- C—CHEMISTRY; METALLURGY
- C12—BIOCHEMISTRY; BEER; SPIRITS; WINE; VINEGAR; MICROBIOLOGY; ENZYMOLOGY; MUTATION OR GENETIC ENGINEERING
- C12Q—MEASURING OR TESTING PROCESSES INVOLVING ENZYMES, NUCLEIC ACIDS OR MICROORGANISMS; COMPOSITIONS OR TEST PAPERS THEREFOR; PROCESSES OF PREPARING SUCH COMPOSITIONS; CONDITION-RESPONSIVE CONTROL IN MICROBIOLOGICAL OR ENZYMOLOGICAL PROCESSES
- C12Q2600/00—Oligonucleotides characterized by their use
- C12Q2600/106—Pharmacogenomics, i.e. genetic variability in individual responses to drugs and drug metabolism
-
- C—CHEMISTRY; METALLURGY
- C12—BIOCHEMISTRY; BEER; SPIRITS; WINE; VINEGAR; MICROBIOLOGY; ENZYMOLOGY; MUTATION OR GENETIC ENGINEERING
- C12Q—MEASURING OR TESTING PROCESSES INVOLVING ENZYMES, NUCLEIC ACIDS OR MICROORGANISMS; COMPOSITIONS OR TEST PAPERS THEREFOR; PROCESSES OF PREPARING SUCH COMPOSITIONS; CONDITION-RESPONSIVE CONTROL IN MICROBIOLOGICAL OR ENZYMOLOGICAL PROCESSES
- C12Q2600/00—Oligonucleotides characterized by their use
- C12Q2600/158—Expression markers
Definitions
- the present disclosure relates to methods of treating hematologic malignancies, such as, e.g., B-cell non-Hodgkin lymphomas (B-NHLs).
- B-NHLs B-cell non-Hodgkin lymphomas
- the present disclosure provides methods for treating various B-NHLs by administering a BTK inhibitor (e.g., TG-1701) to a subject that has been determined to be a responder to a BTK inhibitor (e.g., TG-1701) through, e.g., phosphoproteomic analyses.
- the present disclosure also provides methods and kits for identifying if a subject is a responder to a BTK inhibitor.
- B-cell non-Hodgkin lymphomas account for up to 4% of globally diagnosed cancers (Fisher et al., Oncogene 23:6524–6534 (2004)). B-NHLs are divided into low and high grades, typically corresponding to indolent (slow-growing) lymphomas, such as chronic lymphocytic leukemia (CLL), and aggressive lymphomas, such as mantle cell lymphoma (MCL), respectively (Quintanilla-ML, Hematol Oncol.35:37-45 (2017)).
- CLL chronic lymphocytic leukemia
- MCL mantle cell lymphoma
- BTKi B-cell receptor
- the first- in-class BTKi ibrutinib
- CLL Cyrd, JC et al., N Engl J Med 369: 32-42 (2013)
- MCL Wang, ML et al., N Engl J Med 369: 507-516 (2013)
- W Waldenström's macroglobulinemia
- ABSC-DLBCL activated B-cell-like diffuse large B-cell lymphoma
- BTK inhibitors such as ibrutinib
- ibrutinib the activity of BTK inhibitors, such as ibrutinib
- the activity of BTK inhibitors has often been limited due to 1) off-target activity that precluded their use in combination with anti- CD20 antibodies; and 2) acquired resistance due to the development of mutations that either effect the irreversible binding of the BTKi to BTK, or activate the PLC ⁇ 2 enzyme, a downstream enzyme in the BTK pathway (Woyach, JA et al., N Engl J Med 370:2286- 2294 (2014)).
- BTK C481S cysteine-to-serine mutation at the BTK catalytic site
- next-generation sequencing NGS-based genomic techniques, including whole exome and targeted deep sequencing, have been instrumental in identifying the BTK C481S mutation as a genetic cause of BTKi resistances (Doostparast, TA and Wang. K., Drug Discov Today 23: 1776-1783 (2016); Wacker, SA et al., Nat Chem Biol 8:235-237 (2012)).
- phosphoproteomic profiling can help understand the role of BTKi in CLL patients; in one report, CLL cells from patients with an unmutated IGVH status showed higher basal phosphorylation than patients with IGVH-mutated status (Beckmann, L et al., “MARCKS affects cell motility and response to BTK inhibitors in CLL,” Blood (2021)).
- TG-1701 is a novel, orally available, irreversible, and highly specific BTKi that exhibits improved selectivity when compared to ibrutinib (Normant, E. et al., “TG-1701 A Novel, Orally Available, and Covalently-Bound BTK Inhibitor,” EHA Library, 215080, Abstr. No.638 (June 152018)), and shows activity in various in vitro and in vivo models of B-NHL.
- TG-1701 is currently under study in patients with relapsed/refractory (R/R) B-NHL, alone and in combination with ublituximab, a glycoengineered anti-CD20 antibody, and umbralisib, a dual PI3K ⁇ and casein kinase-1 ⁇ inhibitor (also referred to as the “U2” regimen).
- R/R relapsed/refractory
- U2 casein kinase-1 ⁇ inhibitor
- B-NHL B-cell non-Hodgkin lymphoma
- methods of treating B-cell non-Hodgkin lymphoma comprising administering to a subject that is a TG- 1701 responder a therapeutically effective amount of BTK inhibitor TG-1701, wherein prior to said administration, B-NHL cells of the TG-1701 responder contain at least one phosphopeptide selected from SEQ ID NOS: 1-95.
- the at least one phosphopeptide is SEQ ID NO: 1.
- the presence of the at least one phosphopeptide is determined by western blot and/or phospho-flow analysis.
- the B-NHL cells of the TG-1701 responder lack at least one phosphopeptide selected from SEQ ID NOS: 1-95 after administration of TG-1701 to the subject compared to before administration of TG-1701.
- the at least one phosphopeptide is SEQ ID NO: 1.
- the lack of the at least one phosphopeptide is determined by western blot and/or phospho-flow analysis.
- the B-NHL cells of the TG-1701 responder comprise an increased quantity of transcripts of an Ikaros-repressed gene signature after the administration of TG-1701 to the subject compared to the quantity of transcripts before the administration of TG-1701.
- the transcripts of the Ikaros-repressed gene signature comprise one or more of TXNIP, CD36, CA2, YOD1, CFP, DENND3, YES1, NBEAL2, TMC8, PSTPIP2, CD97, DAAM1, NT5E, LYZ, SDK2, TSC22D4, GYPC, FAM129A, TPM3, GNAQ, and/or LUZP1.
- the B-NHL cells of the TG-1701 responder comprise a decreased quantity of transcripts of an Ikaros-enhanced gene signature after the administration of TG-1701 to the subject compared to the quantity of transcripts before the administration of TG-1701.
- the transcripts of an Ikaros-enhanced gene signature comprise one or more of TCL1A, CBX5, HNRNPA0, PDHB, BCL2, DYNLL1, SUPT16H, CAMK2D, ALDH6A1, PPP2R5C, ERGIC1, BUB3, SORD, SEPHS1, CTNNBL1, CCT5, and/or APOBEC3G.
- the quantity of transcripts is determined by at least one amplification-based method.
- the amplification-based method is Polymerase Chain Reaction (PCR), Real-Time Polymerase Chain Reaction (RT-PCR), Quantitative Polymerase Chain Reaction (qPCR), or rolling circle amplification.
- the quantity of transcripts is determined by qPCR.
- the quantity of transcripts is determined by at least one non- amplification-based method.
- the non-amplification-based method is a hybridization-based method or a sequencing-based method.
- the hybridization-based method is a microarray, Nanostring analysis, Northern Blot analysis, branched DNA (bDNA) signal amplification, or in situ hybridization.
- the sequencing-based method is a next-generation sequencing (NGS) method.
- NGS next-generation sequencing
- the quantity of transcripts is determined by a combination of amplification-based and non-amplification-based methods.
- the B-NHL is a chronic lymphocytic leukemia, a mantle cell lymphoma, a follicular lymphoma, a diffuse large B-cell lymphoma, a marginal zone B- cell lymphoma, a Burkitt lymphoma, or a lymphoplasmacytic lymphoma.
- the method further comprises administering to a subject that is a TG-1701 responder a therapeutically effective amount of an anti-CD20 antibody.
- the method further comprises administering to a subject that is a TG-1701 responder a therapeutically effective amount of a dual PI3K ⁇ and casein kinase- 1 ⁇ inhibitor.
- the therapeutically effective amount of TG-1701 is between about 100 mg/day and about 400 mg/day. In some aspects, the therapeutically effective amount of TG-1701 is about 100 mg/day. In some aspects, the therapeutically effective amount of TG-1701 is about 200 mg/day. In some aspects, the therapeutically effective amount of TG-1701 is about 300 mg/day. In some aspects, the therapeutically effective amount of TG-1701 is about 400 mg/day.
- the subject is a mammal.
- kits comprising: (i) at least one antibody that binds to at least one phosphopeptide selected from SEQ ID NOs: 1-95; (ii) optionally, reagents to perform a western blot analysis; and/or reagents to perform a phospho-flow analysis; and (iii) instructions for treating B-NHL in a TG-1701 responder according to the methods disclosed herein.
- the at least one phosphopeptide is SEQ ID NO: 1.
- the kit further comprises reagents to perform a Polymerase Chain Reaction (PCR), Real-Time Polymerase Chain Reaction (RT-PCR), Quantitative Polymerase Chain Reaction (qPCR), or rolling circle amplification.
- the kit further comprises reagents to perform a microarray, Nanostring analysis, Northern Blot analysis, branched DNA (bDNA) signal amplification, next-generation sequencing (NGS) method, or in situ hybridization.
- PCR Polymerase Chain Reaction
- RT-PCR Real-Time Polymerase Chain Reaction
- qPCR Quantitative Polymerase Chain Reaction
- the kit further comprises reagents to perform a microarray, Nanostring analysis, Northern Blot analysis, branched DNA (bDNA) signal amplification, next-generation sequencing (NGS) method, or in situ hybridization.
- NGS next-generation sequencing
- FIG.1A shows binding of TG-1701 and ibrutinib 1 ⁇ M against a panel of 441 kinases using the DiscoverX technology. The size of each dark grey circle is proportional to the strength of the binding.
- FIG.1B TG- 1701 and ibrutinib BTK wt anti-kinase activities were tested using a 33 P-ATP filtration assay.
- FIG.1C DoHH2 BTK-expressing cells were incubated with ibrutinib or TG- 1701, lysed, and lysates were incubated with a fluorescent ibrutinib probe. Total BTK was assessed by Western blot.
- FIG.1D increasing concentrations of ibrutinib or TG- 1701 were incubated with DoHH-2 cells. The BCR pathway is then activated with 10 ⁇ g/ml goat F(ab’) 2 anti-IgM for 18h and levels of different downstream enzymes assessed using Western blot.
- FIG.1E TG-1701 or ibrutinib were dosed orally in the Mino MCL xenograft model.
- FIG.1F intratumor levels of several BCR-related kinases were assessed by Western blot.
- FIGS.2A-2F show that phosphoproteomic analysis of six CLL patients treated with TG-1701 can segregate TG-1701 responders and non-responders.
- FIG.2A BTK occupancy was assessed in all patients in the study at 9 different times points. The occupancy of the 6 CLL patients are shown at 4 hours after treatment with TG-1701.
- FIG.2B Correlation of TG-1701 Cmax and the daily dose received by the 6 patients.
- FIG.2C Best tumor reduction in all six patients at cycle 3, day 1 (C3D1). * Patient AIK- 0003 lymphocytosis at C3D1 ranks the response as a stable disease (SD).
- FIG.2D Phosphoproteomic profiling and principal components (PC) analysis were performed on all 6 CLL patients (left panel), three responders (middle panel), and three non-responders (right panel).
- PC principal components
- Pre-treatment samples are designated and the 4 hour post- treatment samples are designated in white (POST). Percentages refer to the total variance explained for each component.
- FIG.2E Quantified phosphopeptides in responders. Volcano plot of the responder-only samples. The non-responders do not exhibit any TG- 1701-driven changes.
- FIG.2F The phosphosites that are up- or down- regulated are shown for each single three responder patients. The non-responders did not show any changes in the phosphoproteomic analysis.
- FIG.3B Comparative multi-dimensional (MDS) analysis of RNA-seq data. The closer the samples, the more similar their RNA-Seq signature.
- FIG.3C Immunoblot evaluation of p-BTK, Ikaros and Ikaros downstream factors MYC and IRF4, in PBMC lysates from two CLL patients with distinct responses to TG-1701.
- FIGS.4A-4H show that impairment of Ikaros signaling is associated with B-NHL response to TG-1701 in both clinical and preclinical settings. Change of Ikaros-regulated factors upon TG-1701 treatment in responders (R) and non-responders (NR), according to total proteome data (FIG.4A) and RNA-seq analysis (FIG.4B) of the same samples. For each category, the average of the three patients is displayed.
- FIG.4C shows YES1 (an Ikaros-repressed gene) and MYC (an Ikaros-enhanced gene) mRNA changes after treatment with TG-1701.
- FIG.4D depicts immunoblot evaluation of p-BTK, Ikaros, and Ikaros downstream factors, MYC and IRF4, using one representative responder and one non-responder PBMC lysates.
- P-BTK detection was assessed to confirm on-target activity at 4 hours post-treatment.
- MCL REC-1 cells were treated for 24 hours with 1 ⁇ M ibrutinib or TG-1701, and variations in Ikaros-regulated factors were quantified using qPCR (FIG.4E) and Western blot (FIG.4F).
- FIGS.5A-5F show that Ikaros modulation is associated with TG-1701 efficacy in distinct in vitro and in vivo MCL models of ibrutinib resistance.
- FIG.5A Viability of BTK wt and BTK C481S REC-1 cells exposed to increasing doses of ibrutinib and TG-1701 were evaluated by CellTiter Glo assay.
- FIG.5B REC-1 and REC-1-BTK C481S cells were exposed for 1h to 1 ⁇ M TG-1701, washed-out for the indicated times, and levels of phospho-BTK and loading control GADPH were assessed using immunoblotting. Values below immunoblot correspond to the densitometric quantification of p-BTK/GADPH ratio.
- FIG.5C Regulation of Ikaros-regulated factors after 4 hours of treatment with TG- 1701 or ibrutinib (1 ⁇ M) in REC-1 and REC-1-BTK C481S cells according to total proteome data.
- FIG.5D Ikaros gene signatures were evaluated by qPCR in REC-1 and REC-1-BTK C481S cells exposed for 24 h to 1 ⁇ M ibrutinib or TG-1701. In REC-1- BTK C481S cells, values were referred to untreated REC-1 cells (control).
- FIGS.6A-6D show in vivo activity of TG-1701 on BTKi-sensitive and BTKi- resistant MCL mouse models.
- FIG.6A TG-1701 was dosed orally in BKTi-sensitive (REC-1-GFP+LUC+) and BTKi-resistant (UPN-IbruR) MCL xenograft models and tumor volumes were recorded at the endpoint (17 days) by bioluminescence signal recording (REC-1) or external calipers (UPN-IbruR).
- FIGS.7A-7D FIG.7A: Inhibition of BTK and BTK C481S kinase activity by TG- 1701 and ibrutinib were assessed using a 33 P-ATP filtration assay.
- FIG.7B Proteomic profiling and principal components analysis were performed on REC-1 and BTK C481S derivative after treatment with ibrutinib or TG-1701 (1 ⁇ M) for 4 hours.
- FIG.7C Western blot examination of REC-1-BTK C481 whole cell extracts following a 24-hour treatment with ibrutinib or TG-1701.
- FIG.7D Viability of BTKi-sensitive (UPN-wt) and insensitive (UPN-IbruR) UPN-1 derived cell lines exposed to increasing doses of ibrutinib and TG-1701 was evaluated by a CellTiter Glo assay.
- FIG.8 depicts a schematic of the BTK occupancy assay developed using a MSD chemoluminescent platform at Bioagilytix. The % occupancy was calculated as shown in the figure.
- a BTK inhibitor e.g., TG-1701
- a BTK inhibitor responder e.g., a TG- 1701 responder
- the BTK inhibitor (e.g., TG-1701) responder is a subject whose B-NHL cells, prior to treatment, comprise at least one phosphopeptide (e.g., Ikaros), not comprised by B-NHL cells of a non-responder, which is dephosphorylated after treatment with the BTK inhibitor (e.g., TG-1701).
- the B-NHL cells of the BTK inhibitor (e.g., TG- 1701) responder further comprise at least one transcript of a gene of an Ikaros-enhanced gene signature and/or lack at least one transcript of a gene of an Ikaros-enhanced gene signature.
- the methods further comprise treating B-NHL by administering TG-1701 to a TG-1701 responder, in combination with an anti-CD20 antibody (e.g., ublituximab) and/or umbrasilib.
- a or “an” entity refers to one or more of that entity; for example, “a nucleotide sequence,” is understood to represent one or more nucleotide sequences.
- the terms “a” (or “an”), “one or more,” and “at least one” can be used interchangeably herein.
- the word “or” is used in the inclusive sense of “and/or” and not the exclusive sense of "either/or.”
- “and/or,” where used herein, is to be taken as specific disclosure of each of the two specified features or components with or without the other.
- the term “and/or” as used in a phrase such as “A and/or B” herein is intended to include “A and B,” “A or B,” “A” (alone), and “B” (alone).
- the term “and/or” as used in a phrase such as “A, B, and/or C” is intended to encompass each of the following aspects: A, B, and C; A, B, or C; A or C; A or B; B or C; A and C; A and B; B and C; A (alone); B (alone); and C (alone).
- the term "effective amount” or “therapeutically effective amount” refers to an amount of a compound, or combination of one or more compounds that, when administered (either sequentially or simultaneously) elicits the desired biological or medicinal response, e.g., either destroys the target cancer cells or slows or arrests the progression of the cancer in a patient.
- the therapeutically effective amount may vary depending upon the intended application (in vitro or in vivo), or the patient and disease condition being treated, e.g., the weight and age of the patient, the severity of the disease condition, the manner of administration and the like, which may readily be determined by one skilled in the art.
- the term also applies to a dose that will induce a particular response in target cells, e.g., reduction of cell proliferation and/or cell migration.
- the "therapeutically effective amount” as used herein refers to the amount of TG-1701, or a pharmaceutically acceptable salt thereof, and/or the amount of an anti-CD20 antibody and/or of a dual PI3K ⁇ and casein kinase-1 ⁇ inhibitor that, when administered separately or in combination, have a beneficial effect.
- the "therapeutically effective amount” as used herein refers to the amount of TG- 1701, or a pharmaceutically acceptable salt thereof, and the amount of an anti-CD20 antibody and a dual PI3K ⁇ and casein kinase-1 ⁇ inhibitor that, when administered separately or in combination, have a beneficial effect.
- the combined effect is additive. In some aspects, the combined effect is synergistic.
- the amount of TG-1701, or a pharmaceutically acceptable salt thereof, and/or the amount of the CD20 antibody and/or the dual PI3K ⁇ and casein kinase-1 ⁇ inhibitor may be used in a "sub- therapeutic amount", i.e., less than the therapeutically effective amounts of each compound when used alone.
- the term "about” refers to approximately, in the region of, roughly, or around.
- cancer refers to or describe the physiological condition in mammals in which a population of cells are characterized by uncontrolled or unregulated cell growth. Examples of cancer include, e.g., carcinoma, lymphoma, blastoma, sarcoma, and leukemia.
- B-cell cancer or “B-cell malignancy” refers to an uncontrolled or unregulated growth of B-cells in the blood, bone marrow, or lymph node.
- B-cell malignancy is a type of hematological malignancy (or hematological cancer) that includes lymphomas, leukemias, and myelomas.
- the B-cell malignancy may be indolent or aggressive.
- Non-limiting examples of B-cell malignancies that may be treated with the methods or kits disclosed herein include acute lymphocytic leukemia (ALL), acute myeloid leukemia (AML), chronic lymphocytic leukemia (CLL), small lymphocytic lymphoma (SLL), multiple myeloma (MM), non-Hodgkin's lymphoma (NHL) (referred to herein as “B-cell NHL” or “B-NHL”), mantle cell lymphoma (MCL), follicular lymphoma (FL), Waldenstrom's macroglobulinemia (WM), diffuse large B-cell lymphoma (DLBCL), marginal zone lymphoma (MZL), which includes extranodal MZL, nodal MZL, and splenic MZL, hairy cell leukemia (HCL), Burkitt's lymphoma (BL), and Richter's transformation.
- ALL acute lymphocytic leukemia
- AML acute my
- the DLBCL is an activated B-cell DLBCL (ABC-DLBCL), a germinal center B-cell like DLBCL (GBC-DLBCL), a double hit DLBCL (DH-DLBCL), or a triple hit DLBCL (TH-DLBCL).
- ABS-DLBCL activated B-cell DLBCL
- GBC-DLBCL germinal center B-cell like DLBCL
- DH-DLBCL double hit DLBCL
- TH-DLBCL triple hit DLBCL
- high risk CLL means CLL characterized by at least one of the following genetic mutations: 17p del; 11q del; p53; unmutated IgVH together with ZAP-70+ and/or CD38+; and trisomy 12, and complex karyotype.
- the B-NHLs that may be treated with the methods or kits disclosed herein include the following B-NHL subtypes: chronic lymphocytic leukemia, mantle cell lymphoma, follicular lymphoma, diffuse large B-cell lymphoma, marginal zone B-cell lymphoma, Burkitt lymphoma, or a lymphoplasmacytic lymphoma.
- tumor and tumor cells refer to any mass of tissue that result from excessive cell growth or proliferation, either benign (noncancerous) or malignant (cancerous) including pre-cancerous lesions.
- cancer cell refers to the total population of cells derived from a tumor or a pre-cancerous lesion, including both non-tumorigenic cells, which comprise the bulk of the tumor cell population, and tumorigenic stem cells (cancer stem cells).
- tumor cell will be modified by the term “non-tumorigenic” when referring solely to those tumor cells lacking the capacity to renew and differentiate to distinguish those tumor cells from cancer stem cells.
- subject refers to any animal (e.g., a mammal), including, but not limited to humans, non-human primates, rodents, and the like, which is to be the recipient of a particular treatment (e.g., TG-1701).
- a particular treatment e.g., TG-1701
- the terms “subject” and “patient” are used interchangeably herein in reference to a human subject.
- an “effective amount” of an antibody or an agent as disclosed herein is an amount sufficient to carry out a specifically stated purpose.
- An “effective amount” can be determined empirically and in a routine manner by those skilled in the art, in relation to the stated purpose.
- the term "therapeutically effective amount” refers to the amount of an agent (e.g., monoclonal antibody, small molecule, chemotherapeutic drug, etc%), as disclosed herein, that is effective to "treat” a disease or disorder in a subject or mammal.
- the therapeutically effective amount of the agent or drug can reduce the number of cancer cells; reduce the tumor size; inhibit (i.e., slow to some extent and in a certain embodiment, stop) cancer cell infiltration into peripheral organs; inhibit (i.e., slow to some extent and in a certain embodiment, stop) tumor metastasis; inhibit, to some extent, tumor growth; and/or relieve to some extent one or more of the symptoms associated with the cancer.
- treating To the extent the drug can prevent growth and/or kill existing cancer cells, it can be cytostatic and/or cytotoxic.
- Terms such as “treating,” “treatment,” “to treat,” “having a therapeutic effect,” alleviating,” “to alleviate,” or “slowing the progression of” refer to both 1) therapeutic measures that cure, slow down, lessen symptoms of, and/or halt progression of a diagnosed pathologic condition or disorder, such as a B-cell malignancy, and 2) prophylactic or preventative measures that prevent and/or slow the development of a targeted pathologic condition or disorder.
- those in need of treatment include those already with the disorder; those prone to have the disorder; and those in whom the disorder is to be prevented.
- a subject is successfully "treated" for a B-cell malignancy according to the methods of the present invention if the patient shows one or more of the following: reduction in cachexia, increase in survival time, elongation in time to tumor progression, reduction in tumor mass (e.g., by scan), reduction in tumor burden and/or a prolongation in time to tumor metastasis, time to tumor recurrence or progressive disease, tumor response, complete response (CR), partial response (PR), stable disease (SD), progression free survival (PFS), overall survival (OS), each as measured by standards set by the National Cancer Institute and the U.S. Food and Drug Administration for the approval of new drugs. See, Johnson et al., J. Clin.
- the "therapeutic effect,” as defined above, also encompasses a reduction in toxicity or adverse side effects, and/or an improvement in tolerability.
- guidelines provided by standard international workshops for particular B-cell malignancies are used to assess tumor response, such as, for CLL, as set forth in Hallek, M. et al., Blood 111:5446-5456 (2008); for NHL, as set forth in Cheson, B.D. et al., J Clin Oncol 25:579-586 (2007); and for WM, according to the sixth international workshop on WM, Owen, R.G. et al., Br J Haematol.160:171-176 (2013).
- treating the B-cell malignancy using the methods and kits described herein reduces percent tumor burden from baseline (i.e., prior to administration of the combination of agents described herein) by about 25% - 100%. In some aspects, treating the B-cell malignancy using the methods and kits described herein reduces percent tumor burden from baseline by at least about 20%, by at least about 25%, by at least about 30%, by at least about 40%, by at least about 50%, by at least about 60%, by at least about 70%, by at least about 80%, by at least about 90%. In certain aspects, the methods and kits described herein promote B-cell malignancy regression to the point of eliminating the B-cell malignancy.
- subjects can be assessed for tumor burden or evaluated for anti-tumor response by CT, PET-CT, and/or MRI.
- “duration of the percent reduction in tumor burden” is the interval from the first documentation of complete response (CR) or partial response (PR) to the earlier of the first documentation of definitive disease progression or death from any cause.
- the “duration of the reduction in percent tumor burden” can be observed and continue for a period of at least about 24 weeks to about 36 months.
- Combination administration refers to administering more than one pharmaceutically active ingredient (including, but not limited to, TG-1701 or a pharmaceutically acceptable salt thereof, and an anti-CD20 antibody, and/or a dual PI3K ⁇ and casein kinase-1 ⁇ inhibitor as disclosed herein) to a patient.
- Combination administration may refer to simultaneous administration, sequential administration, or both simultaneous and sequential administration of TG-1701, or a pharmaceutically acceptable salt thereof, and an anti-CD20 antibody and a dual PI3K ⁇ and casein kinase-1 ⁇ inhibitor, as disclosed herein.
- administration of an anti-CD20 antibody preceding or following e.g., by hour(s), day(s), week(s), or month(s)
- administration of a PI3K-delta selective inhibitor preceding or following (e.g., by hour(s), day(s), week(s), or month(s)) administration of BTK inhibitor TG-1701, constitutes administration of a combination of agents.
- a “combination of agents” can also include a BTK inhibitor (e.g., TG-1701), an anti-CD20 antibody (e.g., ublituximab), a PI3K-delta selective inhibitor (e.g., umbralisib), and one or more additional therapeutic agents, as described herein.
- the therapeutic agents can be administered in a single pharmaceutical formulation or are administered simultaneously in separate pharmaceutical formulations by either the same or different routes of administration.
- the term “combination of agents” is intended to include treatment regimens in which the agents are administered by the same or different route of administration or at the same or different time.
- TG- 1701 or a pharmaceutically acceptable salt thereof, and an anti-CD20 antibody and a dual PI3K ⁇ and casein kinase-1 ⁇ inhibitor as disclosed herein, to a patient at the same time, or at two different time points that are separated by no more than 2 hours.
- the simultaneous administration of TG-1701, or a pharmaceutically acceptable salt thereof, and an anti- CD20 antibody, and a dual PI3K ⁇ and casein kinase-1 ⁇ inhibitor may be in a single dosage form or in separate dosage forms.
- the terms “sequential” and “sequentially” refer to the administration of TG-1701, or a pharmaceutically acceptable salt thereof, and an anti-CD20 antibody and a dual PI3K ⁇ and casein kinase-1 ⁇ inhibitor, as disclosed herein, to a patient at two different time points that are separated by more than 2 hours, e.g., about 3 hours, about 4 hours, about 5 hours, about 8 hours, about 12 hours, 1 day, 2 days, 3 days, 4 days, 5 days, 6 days, 7 days or even longer.
- “U2” refers to the combination of Ublituximab + Umbralisib, as used in the methods or kits of the disclosure.
- TG-1701 + U2 refers to the triple combination of the BTK inhibitor TG-1701 + Ublituximab + Umbralisib, as used in the methods or kits of the invention.
- an "adverse event” is any unfavorable and generally unintended or undesirable sign (including an abnormal laboratory finding), symptom, or disease associated with the use of a medical or pharmaceutical treatment.
- a B-cell malignancy which "does not respond,” “responds poorly,” or is “refractory” to treatment does not show statistically significant improvement in response to that treatment when compared to no treatment or treatment with a placebo in a recognized animal model or human clinical trial, or which responds to an initial treatment, but grows as treatment continues.
- a B-cell malignancy which has “relapsed” means that the tumor has returned following treatment.
- R/R means that the B-cell malignancy is relapsed or refractory, or possibly both.
- the term "synergistic effect” refers to a situation where the combination of two or more agents produces a greater effect than the sum of the effects of each of the individual agents.
- the term encompasses not only a reduction in symptoms of the disorder to be treated, but also an improved side effect profile, improved tolerability, improved patient compliance, improved efficacy, or any other improved clinical outcome.
- the illustrative terms "include”, “such as”, “for example” and the like (and variations thereof, e.g., “includes” and “including”, “examples”), unless otherwise specified, are intended to be non-limiting.
- variable means including but not limited to.
- the recitation of a numerical range for a variable is intended to convey that the disclosure may be practiced with the variable equal to any of the values within that range.
- the variable can be equal to any integer value within the numerical range, including the end-points of the range.
- the variable can be equal to any real value within the numerical range, including the end-points of the range.
- a variable which is described as having values between 0 and 2 can take the values 0, 1 or 2 if the variable is inherently discrete, and can take the values 0.0, 0.1, 0.01, 0.001, or any other real values > 0 and ⁇ 2 if the variable is inherently continuous.
- the term "Bruton's tyrosine kinase” also known as “BTK,” agammaglobulinemia tyrosine kinase (ATK), or B-cell progenitor kinase (BPK) refers to a non-receptor tyrosine kinase enzyme in the B-cell antigen receptor (BCR) signaling pathway.
- BTK a member of the Tec family of protein tyrosine kinases, is predominantly expressed in B- lymphocytes at various stages of development (except in terminally differentiated plasma cells).
- BTK is a signal transduction protein that regulates normal B-cell development, differentiation activation, proliferation, and survival (Kurosaki, T., Curr Op Imm 12:276- 281 (2000); Schaeffer, E.M. and Schwartzberg, P.L., Curr Op Imm 12: 282-288 (2000)).
- BTK has also been implicated in initiation, survival, and progression of mature B-cell lymphoproliferative disorders, such as B-cell malignancies (Akinleye, A. et al., J. Hematol.
- BTK is from homo sapiens, as disclosed in U.S. Patent No.6,326,469 (Gen Bank Acc. No. NP_000052). BTK is also a key signaling enzyme expressed in all hematopoietic cells types except T lymphocytes and natural killer (NK) cells and plays a role in hematopoietic cell signaling pathways such as, e.g., Toll like receptor (TLR) and cytokine receptor-mediated TNF-alpha production in macrophages, IgE receptor (FcepsilonRI) signaling in mast cells, inhibition of Fas/APO-1 apoptotic signaling in B-lineage lymphoid cells, and collagen-stimulated platelet aggregation (See, e.g., Jeffries, C.
- TLR Toll like receptor
- FcepsilonRI IgE receptor
- BTK functions as an important regulator of cell proliferation and cell survival in various B-cell malignancies.
- An "inhibitor of BTK” or a “BTK inhibitor” refers to a small molecule that targets BTK and either inhibits BTK tyrosine phosphorylation and/or B-cell activation and/or otherwise inhibits or diminishes or abolishes the biological activity of a BTK protein.
- An “irreversible BTK inhibitor” refers to a molecule that upon contact with BTK, causes the formation of a new covalent bond with an amino acid residue of BTK.
- the BTK inhibitor TG-1701 which is used in the methods and kits of the present invention and discussed further below, is an irreversible BTK inhibitor.
- ibrutinib IMBRUVICA®
- CALQUENCE® acalabrutinib
- BTK inhibitors include, but are not limited to, zanubrutinib, acalabrutinib, evobrutinib, tirabrutinib, fenebrutinib, pirtobrutinib, GS-4059 (NCT02457598), spebrutinib, HM71224, SNS-062, ABBV-105, LCB 03-0110 dihydrochloride, LFM-A13, PCI 29732, PF 06465469, M7583 (NCI Code C129710), or (-)-Terreic acid.
- an "anti-CD20 antibody” or “an antibody that binds to CD20” refers to an antibody that is capable of binding CD20 with sufficient affinity such that the antibody is useful as a diagnostic and/or therapeutic agent in targeting CD20.
- the extent of binding of an anti-CD20 antibody to an unrelated, non-CD20 protein is less than about 10% of the binding of the antibody to CD20 as measured, e.g., by a radioimmunoassay (RIA).
- anti-CD20 antibodies include, but are not limited to, ublituximab, ofatumumab, ubinutuzumab, ibritumomab, tiuxetan, obinutuzumab, rituximab, rituximab- hyaluronidase, and ocrelizumab.
- Ikaros refers to a human transcription factor belonging to the IKZF family of zinc-finger DNA-binding proteins associated with chromatin remodeling and regulation of hematopoietic cell development.
- the IKZF family consists of five members: Ikaros (encoded by the gene IKZF1), Helios (IKZF2), Aiolos (IKZF3), Eos (IKZF4), and Pegasus (IKZF5). These factors contain N-terminal zinc finger (ZF) domains, which are responsible for mediating direct interactions with DNA, and C- terminal ZFs, which facilitate homo- and heterodimerization between IKZF family members. Powell, MD et al., Frontiers in Immunology 10, Article 1299 (2019).
- the zinc- finger 1 transcription factor gene “IKZF1” encoding Ikaros can be found at HGNC: 13176 or NCBI Entrez Gene: 10320.
- Ikaros-repressed gene or “Ikaros-repressed gene signature” refers to a gene or number of genes, the transcription of which is inhibited when Ikaros binds to the promoter region of the gene. This inhibition of transcription leads to a decreased level of the transcript (mRNA) that can be assessed by, e.g., PCR..
- mRNA transcript
- the transcripts of the Ikaros-repressed gene signature comprise one or more of TXNIP, CD36, CA2, YOD1, CFP, DENND3, YES1, NBEAL2, TMC8, PSTPIP2, CD97, DAAM1, NT5E, LYZ, SDK2, TSC22D4, GYPC, FAM129A, TPM3, GNAQ, and/or LUZP1.
- Ikaros-enhanced gene or Ikaros-enhanced gene signature” refers to a gene or a number of genes, the transcription of which is increased when Ikaros binds to the promoter region of the gene.
- the transcripts of an Ikaros-enhanced gene signature comprise one or more of TCL1A, CBX5, HNRNPA0, PDHB, BCL2, DYNLL1, SUPT16H, CAMK2D, ALDH6A1, PPP2R5C, ERGIC1, BUB3, SORD, SEPHS1, CTNNBL1, CCT5, and/or APOBEC3G.
- the term “proteomic profile” or “proteomic analysis” refers to the compilation of all the changes (increase or decrease) of the level of all the proteins that can be detected by a given method (e.g., mass spectrometry).
- the term “decreased quantity of transcripts of an Ikaros-enhanced gene signature” refers to a decrease of mRNA molecules as measured by, e.g., PCR. The significance of a decrease can be assessed when multiple repeats are available. If not, the accepted threshold is a 2-fold change (value of 1 in Log2 scale).
- the quantity of a transcript of an Ikaros-repressed gene and/or a transcript of an Ikaros-enhanced gene is measured using various methods known in the art, including, e.g., amplification-based methods (e.g., Polymerase Chain Reaction (PCR), Real-Time Polymerase Chain Reaction (RT-PCR), Quantitative Polymerase Chain Reaction (qPCR), rolling circle amplification, etc.); hybridization-based methods (e.g., hybridization arrays (e.g., microarrays), NanoString analysis, Northern Blot analysis, branched DNA (bDNA) signal amplification, in situ hybridization, etc.); and sequencing-based methods (e.g., next-generation sequencing (NGS) methods, for example, using the Illumina or Ion Torrent sequencing platforms).
- amplification-based methods e.g., Polymerase Chain Reaction (PCR), Real-Time Polymerase Chain Reaction (RT-PCR), Quantitative Polymerase Chain Reaction (qPCR), rolling circle a
- the term “rolling circle amplification” refers to a process of unidirectional nucleic acid amplification that can rapidly synthesize multiple copies of circular DNA or RNA molecules.
- the term “NanoString analysis” refers to a process that is a variation of DNA microarray and uses molecular “barcodes” and microscopic imaging to detect and count up to several hundred transcripts in hybridization reactions.
- the term “next-generation sequencing” (NGS) refers to sequencing platforms that perform sequencing of millions of small fragments of DNA in parallel and employ bioinformatics analysis to piece together the individual fragments by mapping the individual reads to a reference genome.
- branched DNA signal amplification refers to an assay that uses support-bound small single stranded DNA capture molecules bound at a free end to DNA extender molecules, which extender molecules bind to DNA and/or RNA in a sample and the sample DNA and/or RNA in turn is bound by a label extender, a pre-amplifier and an enzyme-linked amplifier molecule to detect and quantify small amounts of DNA and/or RNA without a reverse transcription and/or PCR step.
- expression refers to a process by which a polynucleotide produces a gene product, e.g., RNA or a polypeptide.
- RNA messenger RNA
- RNA transcript messenger RNA
- expression produces a "gene product.”
- a “gene product” can be, e.g., a nucleic acid, such as an RNA produced by transcription of a gene.
- a “gene product” can be either a nucleic acid, RNA, or miRNA produced by the transcription of a gene, or a polypeptide which is translated from a transcript.
- Gene products described herein further include nucleic acids with post transcriptional modifications, e.g., polyadenylation or splicing, or polypeptides with post-translational modifications, e.g., phosphorylation, methylation, glycosylation, ubiquitination, acetylation, the addition of lipids, association with other protein subunits, or proteolytic cleavage.
- the term “phosphoproteomic profile” or “phosphoproteomic analysis” refers to a type of proteomic analysis that comprises identifying, cataloguing, and/or characterizing proteins containing a phosphate group, including phosphorylated serine, threonine, and/or tyrosine residues.
- Phosphoproteomic analysis includes the quantitative measurement of changes in phosphorylation (phosphorylation patterns or phosphorylation maps). Phosphoproteomic analysis may be performed by, e.g., mass spectrometry (MS), including, e.g., MALDI-TOF, ICP-MS, DART-MS, Secondary ion mass spectrometry (SIMS), Gas chromatography mass spectrometry (GC-MS), Liquid chromatography mass spectrometry (LC-MS), Crosslinking mass spectrometry (XL-MS), and Hydrogen-exchange mass spectrometry (HX-MS).
- MS mass spectrometry
- MALDI-TOF MALDI-TOF
- ICP-MS ICP-MS
- DART-MS Secondary ion mass spectrometry
- SIMS Secondary ion mass spectrometry
- GC-MS Gas chromatography mass spectrometry
- LC-MS Liquid chromatography mass spectrometry
- phosphopeptide refers to a peptide (short chain of between two and fifty amino acids, linked by peptide bonds) that incorporates one or more phosphate groups as a result of phosphorylation and is detected as a pair comprising the unmodified peptide and the phospho-peptide with an added mass of 80 daltons for each phosphorylated residue.
- phospho-flow or “phospho-flow cytometry” refers to a technology that measures the phosphorylation state of intracellular proteins at the single cell level using labeled antibodies that bind phosphorylated amino acids such as phosphoserine, phosphothreonine, and phosphotyrosine within proteins.
- the binding of the antibodies can be detected by various methods, including, e.g., the use of fluorescently labeled antibodies.
- the BTK inhibitor used in the methods and kits described herein is (R)-4-amino-1-(1-(but-2-ynoyl)pyrrolidin-3-yl)-3-(4-(2,6-difluorophenoxy)phenyl)- 1,6-dihydro-7H-pyrrolo[2,3-d]pyridazin-7-one (TG-1701), or an isomer, polymorph, enantiomer, pharmaceutically acceptable salt, solvate, or prodrug thereof.
- the BTK inhibitor is (R)-4-amino-1-(1-(but-2- ynoyl)pyrrolidin-3-yl)-3-(4-(2,6-difluorophenoxy)phenyl)-1,6-dihydro-7H-pyrrolo[2,3- d]pyridazin-7-one, also known as TG-1701, SHR-1459, or EBI-1459.
- TG-1701 The alternate chemical name for TG-1701 is (R)-1-(3-(4-amino-3-(4-(2,6-difluorophenoxy)phenyl)-7- hydroxy-1H-pyrrolo[2,3-d]pyridazin-1-yl)pyrrolidin-1-yl)but-2-yn-1-one.
- the terms “TG-1701” or “BTK inhibitor TG-1701” are used interchangeably and will be used predominantly herein.
- the chemical formula of TG-1701 is C 26 H 21 F 2 N 5 O 3 , and its molecular weight is 489.48 g/mol.
- TG-1701 has the following chemical structure: [0087] TG-1701 is described in PCT Publication No.
- TG-1701 is an orally available, covalently-bound, selectively irreversible inhibitor of BTK. TG-1701 has been shown to exhibit superior selectivity for BTK compared to other clinically available BTK inhibitors, such as ibrutinib and acalabrutinib. See, e.g., Normant, E.
- TG-1701 was evaluated and compared to ibrutinib and/or acalabrutinib in numerous enzyme based, cell-based, and animal models. For example, TG-1701 was shown to be as active as ibrutinib (having comparable kinase inhibition IC50s against BTK - 3 nM and 1.5 nM, respectively), but with improved selectivity for BTK in an in vitro whole kinome screening. Id. In addition, TG-1701 was 90-fold less active on EGFR compared to BTK with an IC50 of 270 nM and 3 nM respectively.
- TG-1701 inhibited the growth of the follicular lymphoma (FL) DOHH-2, mantle cell lymphoma (MCL) Mino, and DLBCL SU-DHL-6 cell lines with IC50s of 369, 449, and 313 nM, respectively.
- TG-1701 inhibited the IgM-activated BCR pathway in DOHH-2 cells, in particular, the phosphorylation of BTK, PLCy2, and ERK1/2.
- TG-1701 blocked IgM-dependent CD69 expression, adhesion of JEKO cells to VCAM-1, and CXCL12-dependent migration. Id.
- a fluorescent BTK-occupancy assay was developed and validated in vivo, in the spleen of mice, where BTK was found to be completely occupied after administration of a single dose of TG-1701 at 12.5 mg/kg.
- TG-1701 In vivo, the anti-tumor efficacy of TG-1701 was assessed in several lymphoma xenograft models, e.g., SU-DHL-6 (GCB-DLBCL), Mino (MCL), and OCI-Ly10 (ABC-DLBCL), where TG-1701 showed potent anti-tumor activity equivalent to or greater than ibrutinib and similar to the recently approved BTK inhibitor, acalabrutinib.
- GCB-DLBCL SU-DHL-6
- MCL Mino
- ABSC-DLBCL OCI-Ly10
- the pharmacokinetic profile of TG-1701 allows for a once a day dosing.
- TG-1701 is a novel and highly selective, irreversible BTK inhibitor with potent in vitro and in vivo activity. Id.
- B-NHL B-cell non-Hodgkin lymphoma
- BTKi BTK inhibitor
- the subject is a TG- 1701 responder.
- a “responder of TG-1701” or a “TG-1701 responder” refers to a subject whose NHL cells contain at least one positive phosphopeptide on a sequence selected from SEQ ID NOs 1-95, in particular, SEQ ID NO: 1, as determined by Western blot and/or phospho-flow analysis.
- a “responder of TG-1701” or a “TG-1701 responder” refers to a subject with a 50% or more tumor reduction from baseline following TG-1701 treatment, as determined by scan.
- a “BTK inhibitor responder” or “BTKi responder” refers to the same definitions provided above for TG-1701, but for any non-TG-1701 BTK inhibitor, as described herein.
- the B-NHL cells of a BTKi responder contain at least one phosphopeptide that the B-NHL cells of a non-responder do not contain.
- the subject is a TG-1701 responder and the B-NHL cells of the TG-1701 responder contain at least one phosphopeptide that the B-NHL cells of a TG- 1701 non-responder do not contain.
- the subject has been determined to be a BTKi responder by quantifying phosphopeptides and/or phosphopolypeptides in the B-NHL cells of the subject. In some aspects, the subject has been determined to be a TG-1701 responder by quantifying phosphopeptides and/or phosphopolypeptides in the B-NHL cells of the subject. [0098] In some aspects, the subject is determined to be a BTKi responder by quantifying at least one phosphopeptide selected from SEQ ID NO: 1-95 in the B-NHL cells of the subject. In some aspect, the at least one phosphopeptide is SEQ ID NO: 1.
- the subject is determined to be a TG-1701 responder by quantifying at least one phosphopeptide selected from SEQ ID NO: 1-95 in the B-NHL cells of the subject. In some aspects, the at least one phosphopeptide is SEQ ID NO: 1. [0100] In some aspects, the subject is determined to be a BTKi responder by quantifying a phosphopolypeptide that comprises at least one phosphopeptide selected from SEQ ID NO: 1-95 in the B-NHL cells of the subject. In some aspects, the at least one phosphopeptide is SEQ ID NO: 1.
- the subject is determined to be a TG-1701 responder by quantifying a phosphopolypeptide that comprises at least one phosphopeptide selected from SEQ ID NO: 1-95 in the B-NHL cells of the subject.
- the at least one phosphopeptide is SEQ ID NO: 1.
- the phosphopeptide and/or phosphopolypeptide quantification is performed in B-NHL cells isolated from blood samples, biopsy samples and/or bone marrow aspirates. The percentage of circulating B-NHL cancer cells in the samples of the subject can be from about 40% to about 98%.
- the subject prior to initiation of treatment with a BTKi, the subject has been determined to be responsive to a BTKi according to a method comprising measuring the amount of phosphopeptides present in a sample of B-NHL cells of the subject. In some aspects, prior to initiation of treatment with TG-1701, the subject has been determined to be responsive to TG-1701 according to a method comprising measuring the amount of phosphopeptides present in a sample of B-NHL cells of the subject. [0104] In some aspects, after initiation of treatment with a BTKi, the subject is determined to be responsive to a BTKi according to a method comprising measuring the amount of phosphopeptides present in a sample of B-NHL cells of the subject.
- the subject after initiation of treatment with TG-1701, the subject is determined to be responsive to TG-1701 according to a method comprising measuring the amount of phosphopeptides present in a sample of B-NHL cells of the subject.
- the method comprises providing B-NHL cells of a subject comprising polypeptides, extracting the polypeptides and enriching phosphopolypeptides from the polypeptide extract.
- peptides are prepared from the extracted phosphopolypeptides.
- the peptides are prepared using enzyme digestion.
- the phosphopolypeptides are enriched using immunoprecipitation, metal affinity chromatography, metal-oxide affinity chromatography, Phos-Tag chromatography, polymer-based metal ion affinity capture, hydroxyapatite chromatography, enrichment by chemical modification, and/or phosphopolypeptide precipitation.
- the ion affinity chromatography comprises iron (Fe 3+ ), gallium (Ga 3+ ), aluminium (Al 3+ ), zirconium (Zr 4+ ) or titanium (Ti 4+ ) ion affinity chromatography or sequential iron (Fe 3+ ), gallium (Ga 3+ ), aluminium (Al 3+ ), zirconium (Zr 4+ ) or titanium (Ti 4+ ) ion affinity chromatography.
- sequential ion affinity chromatography comprises phosphopolypeptide and/or phosphopeptide enrichment using TiO2 affinity chromatography followed by Fe-NTA chromatography of the TiO2 flow- through and wash fractions.
- sequential ion affinity chromatography comprises phosphopolypeptide and/or phosphopeptide enrichment using Fe-NTA chromatography followed by TiO2 chromatography of the Fe-NTA flow through and wash fractions.
- the phosphopolypeptides and/or phosphopeptides are enriched using either TiO 2 or Fe-NTA affinity chromatography.
- the ion affinity chromatography is immobilized ion affinity chromatography.
- the eluates obtained from any of the phosphopolypeptide and/or phosphopeptide enrichment procedures are fractionated before further processing.
- the enriched phosphopolypeptides are subjected to western blot or flow cytometry analysis using antibodies that bind to at least one polypeptide comprising at least one phosphopeptide selected from SEQ ID NO: 1-95.
- the enriched phosphopolypeptides are subjected to further immunoaffinity purification steps prior to performance of western blots and/or flow cytometry.
- the enriched phosphopolypeptides are subjected to immunoaffinity purification using at least one antibody that binds to a phosphorylated amino acid.
- the enriched phosphopolypeptides are subjected to immunoaffinity purification using at least one antibody that binds to phosphorylated serine, phosphorylated threonine, or a phosphorylated tyrosine.
- the phosphopolypeptide fractions eluted from the immunoaffinity purification step are subsequently subjected to western blot or flow cytometry analysis using at least one antibody that binds to at least one polypeptide comprising at least one phosphopeptide selected from SEQ ID NO: 1-95.
- the eluates that contain phosphoserine, phosphothreonine and/or phosphotyrosine consistent with the phosphopeptides of SEQ ID NO: 1-95 are further subjected to peptide sequencing.
- peptide sequencing of the eluted phosphopolypeptides comprises enzyme digestion to generate peptides and subjection to mass spectrometry.
- the samples that have been enriched for phosphopolypeptides and have been eluted from immunoaffinity purification steps as binding to at least one phosphorylated serine, at least one phosphorylated threonine, or at least one phosphorylated tyrosine and also bind to at least one antibody that binds to at least one polypeptide comprising at least one phosphopeptide selected from SEQ ID NO: 1-95 are further subjected to method steps that quantify in said samples at least one transcript of an Ikaros-repressed gene and/or at least one transcript of an Ikaros-enhanced gene such that the subject from which the sample was obtained is determined to be a TG-1701 responder.
- such combined determination of the presence of phosphopeptides selected from SEQ ID NO: 1-95 and determination of the presence of at least one transcript of an Ikaros-repressed gene and/or the absence of at least one transcript of an Ikaros-enhanced gene determines that the subject is a TG-1701 responder. In some aspects, such combined determination is performed when mass spectrometry is not available. [0109] In some aspects, the enriched phosphopolypeptides are subjected to separate immunoaffinity purification steps using at least one antibody that binds to phosphorylated serine, at least one antibody that binds to phosphorylated threonine, and at least one antibody that binds to a phosphorylated tyrosine separately.
- the eluates of the separate immunoaffinity purification are subsequently subjected to western blot or flow cytometry analysis using at least one antibody that binds to at least one polypeptide comprising at least one phosphopeptide selected from SEQ ID NO: 1-95.
- the eluates that contain phosphoserine, phosphothreonine and/or phosphotyrosine consistent with the phosphopeptides of SEQ ID NO: 1-95 are further subjected to peptide sequencing.
- the phosphopolypeptides comprise one or more phosphopeptides selected from SEQ ID NO: 1-95.
- the B-NHL cells of the subject comprise 1 to about 95 phosphopeptides; or about 1 to 10, 11 to 20, 21 to 30, 31 to 40, 41 to 50, 51 to 60, 61 to 70, 72 to 80, 81 to 90 or 91-95 phosphopeptides. In some aspects, the B-NHL cells of the subject comprise 1 to 95, 2 to 5, 6 to 10, 11 to 15, 16 to 20, 21 to 25, 26 to 30, 31 to 35, 36 to 40, 41 to 45, 46 to 50, 51 to 55, 56 to 60, 61 to 65, 66 to 70, 71 to 75, 76 to 80, 81 to 85, 86 to 90, or 91 to 95 phosphopeptides.
- the B-NHL cells of the subject comprise 1 to about 95 phosphopeptides prior to a treatment with a BTKi and lack at least one of these phosphopeptide after treatment with a BTKi.
- the B-NHL cells of the subject comprise 1 to about 95 phosphopeptides prior to a treatment with TG-1701 and lack at least one of these phosphopeptide after treatment with TG-1701.
- the B-NHL cells of the BTKi responder contain at least one transcript of an Ikaros-repressed gene signature.
- the subject is a TG-1701 responder and the B-NHL cells of the TG-1701 responder contain at least one transcript of an Ikaros-repressed gene signature.
- the genes of an Ikaros-repressed gene signature comprise one or more of LUZP1, GYPC, BAALC, MAN1A1, RPS16, CPEB4, RAB1A, SERPINB6, TNK2, CD59, GOLGA9P, PRKCH, GNAQ, YPEL5, ZC3HAV1, KLF10, OLFML2A, GPR110, FAM160B1, C7orf41, BAALC, ARPC5L, MAP3K8, TIPARP, LRRFIP1, CLEC2B, MCL1, CD97, DNAJB6, ITSN2, YES1, SOCS5, USP15, SEPT6, LRRFIP1, CPEB4, ARPC5L, TPM3, SERPINB9, MAN1A1, CISH, SIK
- the genes of an Ikaros-repressed gene signature comprise one or more of TXNIP, CD36, CA2, YOD1, CFP, DENND3, YES1, NBEAL2, TMC8, PSTPIP2, CD97, DAAM1, NT5E, LYZ, SDK2, TSC22D4, GYPC, FAM129A, TPM3, GNAQ, and/or LUZP1.
- the B-NHL cells of the BTK inhibitor responder lack at least one transcript of an Ikaros-enhanced gene signature.
- the B-NHL cells of a TG-1701 responder lack at least one transcript of an Ikaros-enhanced gene signature.
- the genes of an Ikaros-enhanced gene signature comprise one or more of ZHX2, GLT8D1, FLI1, TCL1A, ZFP36L1, BDH2, HNRNPA0, EFTUD1, PLEKHA2, C14orf142, BUB3, YWHAB, QRSL1, CCND3, FMNL2, MGC3032, TTRAP, KIAA1430, CUTC, MRPL46, DBN1, CD22, BCORL1, GINS3, UBE2V2, AEBP1, BTK, HDDC2, PDHB, C21orf59, FAIM, CAMK2D, VTA1, EIF2S1, VRK1, UBLCP1, LOC93622, SEPHS1, PPID, C1orf59, ARPP-21, LMNB1, BACH2, LOC116236, DPY19L3, SDCCAG10, CCT5, PDIA6, PPP2R5C, CECR5, LOC90925, GINS3, PDE4A, AHCYL
- the genes of an Ikaros-enhanced gene signature comprise one or more of TCL1A, CBX5, HNRNPA0, PDHB, BCL2, DYNLL1, SUPT16H, CAMK2D, ALDH6A1, PPP2R5C, ERGIC1, BUB3, SORD, SEPHS1, CTNNBL1, CCT5, and/or APOBEC3G.
- standard gene symbols such as those listed above and in Tables 5 and 7, found in community databases specific to human proteins (e.g., www.genenames.org) have been utilized.
- the quantity of a transcript of an Ikaros-repressed gene and/or a transcript of an Ikaros-enhanced gene is measured using various suitable methods known in the art, including, e.g., amplification-based methods (e.g., Polymerase Chain Reaction (PCR), Real-Time Polymerase Chain Reaction (RT-PCR), Quantitative Polymerase Chain Reaction (qPCR), rolling circle amplification, etc.); hybridization-based methods (e.g., hybridization arrays (e.g., microarrays), NanoString analysis, Northern Blot analysis, branched DNA (bDNA) signal amplification, in situ hybridization, etc.); and sequencing- based methods (e.g., next-generation sequencing (NGS) methods, for example, using the Illumina or Ion Torrent sequencing platforms).
- amplification-based methods e.g., Polymerase Chain Reaction (PCR), Real-Time Polymerase Chain Reaction (RT-PCR), Quantitative Polymerase Chain Reaction (qPCR), rolling circle
- the quantity of transcripts is determined by at least one amplification-based method.
- the amplification-based method is Polymerase Chain Reaction (PCR), Real-Time Polymerase Chain Reaction (RT-PCR), Quantitative Polymerase Chain Reaction (qPCR), or rolling circle amplification.
- the amplification-based method is qPCR.
- the quantity of transcripts is determined by at least one non- amplification-based method.
- the non-amplification-based method is a hybridization-based method or a sequencing-based method.
- the hybridization-based method is a microarray, Nanostring analysis, Northern Blot analysis, branched DNA (bDNA) signal amplification, or in situ hybridization.
- the sequencing-based method is a next-generation sequencing (NGS) method.
- NGS next-generation sequencing
- the quantity of transcripts is determined by a combination of amplification-based and non-amplification-based methods.
- the subject prior to initiation of treatment with a BTKi, the subject has been determined to be responsive to a BTKi according to a method comprising measuring the amount of at least one transcript of a gene of an Ikaros-repressed gene signature in a sample of B-NHL cells of the subject.
- the subject prior to initiation of treatment with TG-1701, the subject has been determined to be responsive to TG-1701 according to a method comprising measuring the amount of at least one transcript of a gene of an Ikaros-repressed gene signature in a sample of the B-NHL cells of the subject.
- the subject prior to initiation of treatment with a BTKi, the subject has been determined to be responsive to a BTKi according to a method comprising measuring in a sample of B-NHL cells of the subject, the amount of at least one transcript of a gene of an Ikaros-enhanced gene signature, wherein the at least one transcript is either not detectable in the B-NHL cells of the subject or is measured at levels lower than in the B-NHL cells of a subject that is not a BTKi responder.
- the subject prior to initiation of treatment with TG-1701, the subject has been determined to be responsive to TG-1701 according to a method comprising measuring in a sample of B-NHL cells of the subject, the amount of at least one transcript of a gene of an Ikaros-enhanced gene signature, wherein the at least one transcript is either not detectable in the B-NHL cells of the subject or is measured at levels lower than in the B-NHL cells of a subject that is not a TG-1701 responder.
- the subject prior to initiation of treatment with a BTKi, the subject has been determined to be responsive to a BTKi according to a method comprising measuring in a sample of B-NHL cells of the subject the amount of at least one transcript of a gene of an Ikaros-enhanced gene signature and the amount of at least one transcript of a gene of an Ikaros-repressed gene signature.
- the subject prior to initiation of treatment with TG-1701, the subject has been determined to be responsive to TG-1701 according to a method comprising measuring in a sample of B-NHL cells of the subject the amount of at least one transcript of a gene of an Ikaros-enhanced gene signature and the amount of at least one transcript of a gene of an Ikaros-repressed gene signature.
- the subject has not been treated for B-NHL prior to quantifying the amount of at least one transcript of a gene of an Ikaros-repressed gene signature and at least one transcript of a gene of an Ikaros-enhanced gene signature in the B-NHL cells of the subject.
- the subject has been treated for B-NHL prior to quantifying the amount of at least one transcript of a gene of an Ikaros-repressed gene signature and at least one transcript of a gene of an Ikaros-enhanced gene signature in the B-NHL cells of the subject.
- the subject has been treated with a compound and/or a combination of compounds including, but not limited to, cyclophosphamide, doxorubicin, vincristine, and prednisone (CHOP) without or with a monoclonal antibody, including, but not limited to, rituximab (R-CHOP); dose-adjusted etoposide, doxorubicin and cyclophosphamide with vincristine, prednisone and rituximab (DA-EPOCH-R); cyclophosphamide, vincristine, prednisone (CVP); cyclophosphamide, doxorubicin, vincristine, and prednisone (CHOP) alternating with rituximab and cytarabine; cyclophosphamide, vincristine, doxorubicin, and high-dose methotrexate (CODO)
- the methods according to the invention comprise administering to a subject a therapeutically effective amount of a BTKi.
- the BTKi is ibrutinib, zanubrutinib, acalabrutinib, evobrutinib, tirabrutinib, fenebrutinib, pirtobrutinib, GS-4059 (NCT02457598), spebrutinib, HM71224, SNS-062, ABBV-105, LCB 03-0110 dihydrochloride, LFM-A13, PCI 29732, PF 06465469, M7583 (NCI Code C129710), or (-)-Terreic acid or a BTK degrader including DD 03-171.
- the methods according to the invention comprise administering to a subject a therapeutically effective amount of the BTK inhibitor TG-1701.
- TG-1701 is administered at a dose of about 50 mg/d to about 800 mg/d.
- TG-1701 is administered at a dose from about 60 mg/d to about 700 mg/d; about 70 mg/d to about 600 mg/d; about 80 mg/d to about 500 mg/d; about 90 mg/d to about 450 mg/d or about 100 mg/d to about 400 mg/d.
- TG-1701 is administered at about 100 mg/d, about 150 mg/d, about 200 mg/d; about 250 mg/d, about 300 mg/d, about 350 mg /d, or about 400 mg/d.
- TG-1701 is administered in combination with an anti-CD20 antibody.
- the anti-CD20 antibody is rituximab, obinutuzumab, ofatumumab, or ublituximab.
- the anti-CD20 antibody is ublituximab.
- TG-1701 is administered in combination with a dual PI3K ⁇ and casein kinase-1 ⁇ inhibitor.
- the dual PI3K ⁇ and casein kinase-1 ⁇ inhibitor is umbralisib.
- TG-1701 is administered with a PI3K ⁇ inhibitor, such as, e.g., duvelisib, idelalisib, zandelisib, or copanlisib.
- a PI3K ⁇ inhibitor such as, e.g., duvelisib, idelalisib, zandelisib, or copanlisib.
- TG-1701 is administered at a dose of about 50 mg/d to about 800 mg/d in combination with an anti-CD20 antibody.
- TG-1701 is administered at a dose from about 60 mg/d to about 700 mg/d; about 70 mg/d to about 600 mg/d; about 80 mg/d to about 500 mg/d; about 90 mg/d to about 450 mg/d or about 100 mg/d to about 400 mg/d in combination with an anti-CD20 antibody. In some aspects, TG-1701 is administered at about 100 mg/d, about 150 mg/d, about 200 mg/d; about 250 mg/d, about 300 mg/d, about 350 mg /d, or about 400 mg/d in combination with an anti-CD20 antibody. [0142] In some aspects, TG-1701 is administered at a dose of about 50 mg/d to about 800 mg/d in combination with umbralisib.
- TG-1701 is administered at a dose from about 60 mg/d to about 700 mg/d; about 70 mg/d to about 600 mg/d; about 80 mg/d to about 500 mg/d; about 90 mg/d to about 450 mg/d or about 100 mg/d to about 400 mg/d in combination with umbralisib. In some aspects, TG-1701 is administered at about 100 mg/d, about 150 mg/d, about 200 mg/d; about 250 mg/d, about 300 mg/d, about 350 mg /d, or about 400 mg/d in combination with umbralisib.
- TG-1701 is administered at a dose of about 50 mg/d to about 800 mg/d in combination with an anti-CD 20 antibody and umbralisib. In some aspects, TG- 1701 is administered at a dose from about 60 mg/d to about 700 mg/d; about 70 mg/d to about 600 mg/d; about 80 mg/d to about 500 mg/d; about 90 mg/d to about 450 mg/d or about 100 mg/d to about 400 mg/d in combination with an anti-CD20 antibody and umbralisib.
- TG-1701 is administered at about 100 mg/d, about 150 mg/d, about 200 mg/d; about 250 mg/d, about 300 mg/d, about 350 mg /d, or about 400 mg/d in combination with an anti-CD20 antibody and umbralisib.
- umbralisib is administered at a dose from about 200 mg/d to about 1000 mg/d, about 250 mg/d to about 900 mg/d, about 300 mg/d to about 850 mg/d, about 350 mg/d to about 800 mg/d, about 400 mg/d to about 750 mg/d, about 450 mg/d to about 700 mg/d, about 500 mg/d to 650 mg/d, or about 400 mg/d, about 600 mg/d or about 800 mg/d.
- the anti-CD20 antibody is administered at 500 mg/d to about 1200 mg/d, or about 600 mg/d to about 1000 mg/d, about 700 mg/d to about 900 mg/d, or about 650 mg/d, 700 mg/d, 750 mg/d, 800 mg/d, 850 mg/d, or 900 mg/d.
- TG-1701 is administered on a daily schedule. In some aspects, TG-1701 is administered twice a day, three times a day, or four times a day. In some aspects, TG-1701 is administered every other day. In some aspects, TG-1701 is administered once every three days. In some aspects, TG-1701 is administered on a weekly schedule.
- TG-1701 is administered on a once every two weeks schedule. In some aspects, TG-1701 is administered on a once every three weeks schedule. In some aspects, TG-1701 is administered on a once every four weeks schedule. [0147] In some aspects, TG-1701, the anti-CD20 antibody and/or umbralisib are administered once a day. In some aspects, TG-1701, the anti-CD20 antibody and/or umbralisib are administered twice a day. In some aspects, TG-1701, the anti-CD20 antibody and/or umbralisib are administered three times a day. In some aspects, TG-1701, the anti-CD20 antibody and/or umbralisib are administered four times a day.
- TG-1701, the anti-CD20 antibody and/or umbralisib are administered every other day. In some aspects, TG-1701, the anti-CD20 antibody and/or umbralisib are administered every three days. In some aspects, TG-1701, the anti-CD20 antibody and/or umbralisib are administered once a week. In some aspects, TG-1701, the anti-CD20 antibody and/or umbralisib are administered on a once every two weeks schedule. In some aspects, TG-1701, the anti-CD20 antibody and/or umbralisib are administered on a once every three weeks schedule.
- TG-1701, the anti-CD20 antibody and/or umbralisib are administered on a once every four weeks schedule. [0148] In some aspects, TG-1701 is administered every day and the anti-CD20 antibody and/or umbralisib are administered once every other day. In some aspects, TG-1701 is administered every day and the anti-CD20 antibody and/or umbralisib are administered once every three days. In some aspects, TG-1701 is administered every day and the anti- CD20 antibody and/or umbralisib are administered on a weekly schedule. In some aspects, TG-1701 is administered every day and the anti-CD20 antibody and/or umbralisib are administered on a once every two weeks schedule.
- TG- 1701 is administered every day and the anti-CD20 antibody and/or umbralisib are administered on a once every three weeks schedule. In some aspects, TG-1701 is administered every day and the anti-CD20 antibody and/or umbralisib are administered on a once every four weeks schedule. In some aspects, TG-1701 is administered every day and the anti-CD20 antibody and/or umbralisib are administered on a once every eight weeks schedule. [0149] In some aspects, TG-1701 is administered every other day and the CD20 antibody and/or umbralisib are administered every day. In some aspects, TG-1701 is administered every other day and the CD20 antibody and/or umbralisib are administered once every three day.
- TG-1701 is administered every other day and the anti-CD20 antibody and/or umbralisib are administered once a week. In some aspects, TG-1701 is administered every other day and the anti-CD20 antibody and/or umbralisib are administered once every two weeks. In some aspects, TG-1701 is administered every other day and the anti-CD20 antibody and/or umbralisib are administered once every three weeks. In some aspects, TG-1701 is administered every other day and the anti- CD20 antibody and/or umbralisib are administered once every four weeks. [0150] In some aspects, TG-1701 is administered every three days and the anti-CD20 antibody and/or umbralisib are administered every day.
- TG-1701 is administered every three days and the anti-CD20 antibody and/or umbralisib are administered every other day. In some aspects, TG-1701 is administered every three days and the anti-CD20 antibody and/or umbralisib are administered once every three days. In some aspects, TG-1701 is administered every three days and the anti-CD20 antibody and/or umbralisib are administered once a week. In some aspects, TG-1701 is administered every three days and the anti-CD20 antibody and/or umbralisib are administered once every two weeks. In some aspects, TG-1701 is administered every three days and the anti-CD20 antibody and/or umbralisib are administered once every three weeks.
- TG-1701 is administered every three days and the anti- CD20 antibody and/or umbralisib are administered once every four weeks. [0151] In some aspects, TG-1701 is administered once a week and the anti-CD20 antibody and/or umbralisib are administered every day. In some aspects, TG-1701 is administered once a week and the anti-CD20 antibody and/or umbralisib are administered every other day. In some aspects, TG-1701 is administered once a week and the anti- CD20 antibody and/or umbralisib are administered every three days. In some aspects, TG-1701 is administered once a week and the anti-CD20 antibody and/or umbralisib are administered once every two weeks.
- TG-1701 is administered once a week and the anti-CD20 antibody and/or umbralisib are administered once every three weeks. In some aspects, TG-1701 is administered once a week and the anti-CD20 antibody and/or umbralisib are administered once every four weeks.
- TG-1701 is administered in combination with an anti-CD20 antibody and umbralisib, wherein TG-1701 is administered daily, every other day, every three days, once a week, once every two weeks, once every three weeks or once every four weeks and the anti-CD20 antibody is administered daily, every other day, every three days, once a week, once every two weeks, once every three weeks or once every four weeks and umbralisib is administered daily, every other day, every three days, once a week, once every two weeks, once every three weeks or once every four weeks.
- B-NHL B-cell non- Hodgkin lymphoma
- the method comprises quantifying at least one phosphopeptide selected from SEQ ID NO: 1-95 in the B-NHL cells of the subject.
- the at least one phosphopeptide is SEQ ID NO: 1 (Ikaros).
- the method comprises quantifying at least one protein that comprises a phosphopeptide selected from SEQ ID NO: 1-95 in the B-NHL cells of the subject.
- the at least one protein comprises at least one phosphopeptide is SEQ ID NO: 1.
- the presence of the at least one phosphopeptide is determined by western blot and/or phospho-flow analysis.
- the phosphopeptide and/or phosphopolypeptide quantification is performed in B-NHL cells isolated from blood samples, biopsy samples and/or bone marrow aspirates. The percentage of circulating B-NHL cancer cells in the samples of the subject can be from about 40% to about 98%.
- the method comprises, prior to initiation of treatment with a BTKi, measuring the amount of phosphopeptides present in a sample of B-NHL cells of the subject. In some aspects, the method comprises, prior to initiation of treatment with TG-1701, measuring the amount of phosphopeptides present in a sample of B-NHL cells of the subject. [0159] In some aspects, the method comprises, after initiation of treatment with a BTKi, measuring the amount of phosphopeptides present in a sample of B-NHL cells of the subject. In some aspects, the method comprise, after initiation of treatment with TG-1701, measuring the amount of phosphopeptides present in a sample of B-NHL cells of the subject.
- the method comprises providing B-NHL cells of a subject comprising polypeptides, extracting the polypeptides and enriching phosphopolypeptides from the polypeptide extract.
- peptides are prepared from the extracted phosphopolypeptides.
- the peptides are prepared using enzyme digestion.
- the phosphopolypeptides are enriched using immunoprecipitation, metal affinity chromatography, metal-oxide affinity chromatography, Phos-Tag chromatography, polymer-based metal ion affinity capture, hydroxyapatite chromatography, enrichment by chemical modification, and/or phosphopolypeptide precipitation.
- the enriched phosphopolypeptides are subjected to western blot or flow cytometry phosph-flow analysis using antibodies that bind to at least one polypeptide comprising at least one phosphopeptide selected from SEQ ID NO: 1-95.
- the method comprises quantifying at least one transcript of an Ikaros-repressed gene and/or at least one transcript of an Ikaros-enhanced gene by measured transcript quantity using various methods known to those skilled in the art, including, e.g., amplification-based methods (e.g., Polymerase Chain Reaction (PCR), Real-Time Polymerase Chain Reaction (RT-PCR), Quantitative Polymerase Chain Reaction (qPCR), rolling circle amplification, etc.); hybridization-based methods (e.g., hybridization arrays (e.g., microarrays), NanoString analysis, Northern Blot analysis, branched DNA (bDNA) signal amplification, in situ hybridization, etc.); and sequencing- based methods (e.g., next-generation sequencing (NGS) methods, for example, using the Illumina or Ion Torrent sequencing platforms).
- amplification-based methods e.g., Polymerase Chain Reaction (PCR), Real-Time Polymerase Chain Reaction (RT-PCR), Quantitative Polymerase Chain
- the method comprises, prior to initiation of treatment with a BTKi, measuring the amount of at least one transcript of a gene of an Ikaros-repressed gene signature in a sample of B-NHL cells of the subject. In some aspects, the method comprises, prior to initiation of treatment with a BTKi, measuring the amount of at least one transcript of a gene of an Ikaros-enhanced gene signature in a sample of the B-NHL cells of the subject. [0164] In some aspects, the method comprises, after initiation of treatment with a BTKi, measuring the amount of at least one transcript of a gene of an Ikaros-repressed gene signature in a sample of B-NHL cells of the subject.
- the method comprises measuring prior to initiation of treatment with a BTKi, in a sample of B-NHL cells of the subject the amount of at least one transcript of a gene of an Ikaros-enhanced gene signature, wherein the at least one transcript is either not detectable in the B-NHL cells of the subject or is measured at levels lower than in the B-NHL cells of a subject that is not a BTKi responder.
- Kits [0165]
- the present disclosure provides a kit comprising a combination of antibodies and, optionally, reagents packaged in a manner that facilitates their use to practice the methods of the present disclosure.
- a kit comprises: (i) at least one antibody that binds to at least one phosphopeptide selected from SEQ ID NOs: 1-95; (ii) optionally, reagents to perform a western blot analysis; and/or reagents to perform a phospho-flow analysis; and (iii) instructions for treating B-NHL in a TG-1701 inhibitor responder according to any of the methods described herein.
- the at least one phosphopeptide is SEQ ID NO: 1 (Ikaros).
- the kit further comprises reagents to perform a Polymerase Chain Reaction (PCR), Real-Time Polymerase Chain Reaction (RT-PCR), Quantitative Polymerase Chain Reaction (qPCR), or rolling circle amplification.
- PCR Polymerase Chain Reaction
- RT-PCR Real-Time Polymerase Chain Reaction
- qPCR Quantitative Polymerase Chain Reaction
- the kit further comprises reagents to perform a microarray, Nanostring analysis, Northern Blot analysis, branched DNA (bDNA) signal amplification, next-generation sequencing (NGS) method, or in situ hybridization.
- NGS next-generation sequencing
- WBC white blood cells
- ALC absolute lymphocyte count
- Electroporation was performed using Neon Transfection System (Thermo Fisher) at 1600 V, 20 ms, and 10 ⁇ L tip. Cells were then plated in a 24-well plate for 10 days, changing the culture medium every 3 days. Protein lysates were collected from REC-1 BTK KO cells to assess BTK levels by Western blot. REC-1 BTK C481S cells were resuspended in 96-well plates with a limiting dilution of 0.3 cells per well. After 20 days, REC-1 BTK C481S single clones were analyzed by PCR amplification with BTK primers and digestion with EaeI (NEB) restriction enzyme. Positive clones were validated by Sanger Sequencing.
- Neon Transfection System Thermo Fisher
- TG-1701 was provided by TG Therapeutics, Inc. Ibrutinib was purchased from Selleckchem. Xenograft mouse model and immunohistochemical staining [0176] In the Mino MCL xenograft model, tumor-bearing 6-7 week-old nude mice (Shanghai Ling Chang experimental animal Co., Ltd.) were dosed orally with TG-1701 (25, 50, or 100 mg/kg, orally, twice a day (bid)), ibrutinib (100 mg/kg, orally, bid), or vehicle for 21 days.
- TG-1701 25, 50, or 100 mg/kg, orally, twice a day (bid)
- ibrutinib 100 mg/kg, orally, bid
- CB17-SCID mice (Janvier Labs) were inoculated subcutaneously with 10 7 REC-1 GFP+Luc+ cells or UPN-IbruR cells and monitored for tumor growth, bioluminescence signal, and vital parameters as previously described (Body, S et al., Sci Rep.7:13946 (2017)).
- Tumor samples were snap-frozen in OCT medium (Sakura Tissue Tek) or formalin-fixed and paraffin-embedded prior to immunohistochemical staining with primary antibodies against Ikaros (Cell Signaling Technology), CD20 (Beckman Coulter), NCAM (also known as CD56), and granzyme B (Abcam). Preparations were evaluated using an Olympus microscope and MicroManager software.
- Membrane-transferred proteins were revealed by incubating with primary antibodies against p-BTK-Tyr223, BTK, p-ERK1/2, p-PLC ⁇ 2, PLC ⁇ 2, p-AKT-Ser473, AKT, Ikaros, MYC (Cell Signaling Technology), ERK1/2 and IRF4 (Santa Cruz Biotechnology), and appropriate anti-rabbit (Cell Signaling) or anti-mouse (Sigma- Aldrich) secondary antibodies followed by chemiluminescence detection using the ECL system (Pierce) and a Fusion FX imaging system (Vilber Lourmat). Anti-GAPDH (Santa Cruz) detection was carried out to check protein loading.
- PBMCs Peripheral blood mononuclear cells
- PRE Peripheral blood mononuclear cells
- POST 4 hour treatment
- TG-1701 Table 3
- Proteins were extracted by adding a Urea-based buffer (6M Urea, 100mM Tris-HCl pH 7.5), followed by sonication in a bioruptor (10 ON/OFF cycles, 30s each).
- the supernatants were recovered by centrifugation (15,000g for 10min at 4oC) and the proteins precipitated by adding 100% trichloroacetic acid (TCA) for 1h at 4oC.
- TCA trichloroacetic acid
- the resulting proteins pellets were recovered by centrifugation at 15,000g for 5 min at 4oC and subsequently washed twice with chilled acetone (30 min each). The pellets were recovered and then resuspended in 6M Urea, 100mM Tris-HCl pH 7.5. Finally, the samples were quantified with the RCDC® Protein Assay Kit (Biorad). All the proteins samples were sequentially digested with Lys-C (1:25, enzyme-to-protein ratio for 18h at 30oC) and Trypsin (1:25 for 8 hours at 30oC). Prior to digestion, the samples were reduced and alkylated with dithiothreitol (DTT) and carbamydomethylated with chloroacetamide (CAA), respectively.
- DTT dithiothreitol
- CAA carbamydomethylated with chloroacetamide
- proteomics quantitative analyses were performed using thirteen (126, 127N, 127C, 128N, 128C, 129N, 129C, 130N, 130C, 131N, 131C, 132N and 132C) of the sixteen channels available in a 16plex - Tandem Mass Tag (TMT) system. The labelling was performed according to the manufacturer instructions (Thermo Fisher).
- samples were dried in a speedvac and analyzed in an Orbitrap Fusion LumosTM Tribrid mass spectrometer.
- samples were loaded to 300 ⁇ m ⁇ 5 mm C18 PepMap100, 5 ⁇ m, 100 ⁇ (Thermo Scientific) at a flow rate of 15 ⁇ L/min using a Thermo Scientific Dionex Ultimate 3000 chromatographic system (Thermo Scientific).
- a C18 analytical column nanoEaseTM M/Z HSS C18 T3 (75 ⁇ m ⁇ 25 cm, 100 ⁇ , Waters) with a 150 min run, comprising three consecutive steps with linear gradients from 3% to 35 % B in 120 min, from 35 % to 50 % B in 5 min, from 50 % to 85% B in 2min, followed by isocratic elution
- the column outlets were directly connected to an Advion TriVersa NanoMate (Advion) fitted on an OrbitrapFusion LumosTM Tribrid mass spectrometer (Thermo).
- the mass spectrometer was operated in a data-dependent acquisition (DDA) mode.
- Survey MS scans were acquired in the orbitrap with the resolution (defined at 200 m/z) set to 120,000.
- the lock mass was user-defined at 445.12 m/z in each Orbitrap scan.
- the top speed (most intense) ions per scan were fragmented by HCD.
- the MSMS was detected in the Orbitrap (with 30,000 resolution).
- the ion count target value was 400,000 for the survey scan and 10,000 (CID) for the MS/MS scan.
- Target ions already selected for MS/MS were dynamically excluded for 15 s.
- Spray voltage in the NanoMate source was set to 1.70 kV.
- RF Lens were tuned to 30%.
- Minimal signal required to trigger MS to MS/MS switch was set to 5000 and activation Q was 0.250.
- the spectrometer was working in positive polarity mode and singly charge state precursors were rejected for fragmentation.
- Data was acquired with Xcalibur software vs 4.0.27.10 (Thermo Scientific).
- MaxQuant software 1.6.7.0
- its built-in search engine Andromeda were used to search the .raw files against a Swisprot/Uniprot human database downloaded from the www.uniprot.org web site (October 2019).
- FDR false discovery rate
- the total proteome analysis was performed using only the proteins quantified in all the samples, while for phosphoproteome, we used the peptides quantified in more than 80% of the samples.
- the differential analyses were performed by using the R package called “limma” (Ritchie, ME et al., Nucleic Acids Res 43(7):e47 (2015)) considering paired samples.
- the normalization of both total proteome and phosphoproteome was done using the median. Additionally, the phosphoproteome was normalized using the R package called “phosphonormalizer” (Saraei, S et al., Bioinformatics 34(4):693-694 (2016)).
- CID collision induced dissociation
- RNA-Seq Analysis and Real-Time qPCR [0183] Total RNA was extracted using TRIZOL (Thermo Fisher) following manufacturer’s instructions and Poly-A-tailed enriched mRNA selected. Paired-end Stranded RNA libraries with 51 read-inward facing paired mates were prepared, following sequencing with Illumina’s NovaSeq6000 at the Centro Nacional de Analisis Genomico (CNAG). [0184] The reverse transcription (RT) reaction was performed using a high-capacity cDNA reverse transcription kit (Applied Biosystems).
- RNA-Seq Data Analysis [0185] Quality Control (QC) of all samples was performed with the publicly available software FASTQC. For a more optimal visual inspection, these analyses were concatenated with MultiQC. Trimming of unwanted adapter sequences were filtered out using FASTP and CutAdapt.
- TG-1701 plasma concentrations were assessed using a GLP LC/MS/MS method developed at North East Bio Analytical Laboratories.
- Binding and Enzymatic Assays [0188] The binding of TG-1701 (1 ⁇ M) and ibrutinib (1 ⁇ M) to a panel of 453 kinases was determined using a quantitative binding assay (KINOMEscan, DiscoverX, Eurofins). TG-1701 and ibrutinib inhibitory activities were also tested on BTK wt and BTK C481S kinase activity at ReactionBio in an enzymatic filtration assay using 33 P-ATP.
- the in vitro occupancy assay was developed and performed by Jiangsu Hengrui Medicine Co. at the Shanghai Institute of Materia Medica, Chinese Academy of Sciences in Shanghai. Briefly, the DoHH2 BTK-expressing cells were incubated with ibrutinib or TG-1701 (0.1 to 100 nM) for 1 hour and cell lysates were subjected to SDS-PAGE, followed by incubation with a fluorescent-ibrutinib probe or an anti-BTK antibody. The BTK occupancy method for the detection of free BTK in patient lysates was developed and run at Cambridge Biomedical Laboratories (now Bioagilytix).
- PBMC pellets (2 x 10 6 cells) were lysed in 100 ⁇ L ice cold lysis buffer PBS with 0.1% Nonidet P-40 supplemented with 1X protease inhibitor cocktail (Sigma-Aldrich). Samples were prepared in triplicate. Cell lysates were incubated with the BTK occupancy probe biotin-ibrutinib (MedChemExpress) for 1h and plated onto a streptavidin-coated plate. Two hours of incubation were followed by washing and an hour incubation with an anti- BTK antibody (Becton Dickinson) in PBS + 0.05% Tween-20 and 0.5% BSA.
- BTK occupancy probe biotin-ibrutinib MedChemExpress
- ADCC was evaluated by measuring the release of lactate dehydrogenase (LDH) into the medium after treatment using the Cytotoxicity Detection KitPLUS (Roche). Briefly, PBMCs were purified by standard Ficoll-Hypaque gradient centrifugation of healthy human peripheral blood. Target cells were opsonized with 2 ⁇ g/mL ublituximab or an irrelevant hIgG1 in combination with 1 ⁇ M ibrutinib/TG-1701, for 1 hour at 37°C. Next, 10 4 target cells were mixed with 10 5 PBMCs effector cells.
- LDH lactate dehydrogenase
- ADCC 100 x [(sample – non-specific lysis control) / (total lysis control – neg control)].
- % ADCC 100 x [(sample – non-specific lysis control) / (total lysis control – neg control)].
- Malignant B cells were then CFSE-labeled and opsonized with an anti-CD20 mAb (ublituximab or rituximab, 2 ⁇ g/ml) or with an irrelevant hIgG1, in combination with the indicated BTKi at 1 ⁇ M, for 1 hour at 37°C. Those cells were added to macrophages with an E:T ratio of 1:5. The cell mixture was incubated for 2.5 hours at 37°C and cells were analyzed on a Navios flow cytometer (Beckman Coulter) after macrophage staining with an anti-human CD14 antibody (Beckman Coulter).
- an anti-CD20 mAb ublituximab or rituximab, 2 ⁇ g/ml
- an irrelevant hIgG1 in combination with the indicated BTKi at 1 ⁇ M
- the percentage of phagocytosis is defined as the percentage of macrophages that have engulfed at least one target malignant cell.
- CCG CellTiter-Glo
- CCG CellTiter-Glo
- Cell viability was performed using a CellTiter-Glo luminescent cell viability assay (Promega), according to the manufacturer’s instructions. Briefly, 5 x 10 4 cells/well were cultured in sterile 96-well plates in the presence of increasing concentrations of TG-1701 or ibrutinib (100 nM to 100 ⁇ M) in RPMI 10% FBS medium. The plates were incubated for 72 h (unless otherwise specified) and 100 ⁇ L of CellTiter-Glo reagent were added.
- Example 1 TG-1701 is a novel irreversible BTK inhibitor, more selective than ibrutinib [0195] This Example shows that TG-1701 exerts similar activity to the first-in-class BTK inhibitor, ibrutinib, but with greater selectivity, in in vitro and in vivo models of B-NHL.
- TG-1701 was more selective than ibrutinib, with a comparable BTK Kd (3 nM vs 1.5 nM, respectively) and a lower binding to EGFR, ITK, TXK, and JAK3 (Kd 135-, >48-, 68- and >94-fold higher than those of ibrutinib, respectively, FIG.1A and Table 1).
- Table 1 TG-1701 and ibrutinib Kds (nM) [0197] A BTK kinase activity assay revealed a TG-1701 EC 50 of 6.70 nM, slightly higher than ibrutinib IC50 (1.65 nM, FIG.1B and Table 2).
- Table 2 Compared kinase and growth inhibitory activity of TG-1701 and ibrutinib
- TG-1701 and ibrutinib showed a similar dose-dependent capacity to displace a BTK-specific fluorescent probe in the FL cell line DoHH-2, with complete BTK occupancy at 30 nM and 10 nM, respectively (FIG.1C). Consistently, BCR downstream signaling was impaired in a concentration- dependent manner in IgM-stimulated cells, with maximal effects observed at 100 nM for both BTKis (FIG.1D).
- TGI tumor growth inhibition
- a single oral gavage with 50 mg/kg TG-1701 further confirmed a rapid dephosphorylation of BTK and AKT as early as 2 hours and 4 hours, respectively, which was maintained at least for 24 hours due to the irreversible nature of TG-1701- mediated BTK inhibition (FIG.1F).
- Example 2 Phosphoproteomic analysis differentiates early clinical response to TG-1701 and points to the inhibition of the Ikaros pathway as an important mechanism of TG-1701 activity
- a mass spectrometry (MS)-based phosphoproteomic platform used to interrogate the effects of TG-1701 on CLL patients enrolled in the phase 1 dose- escalation study (NCT03671590) pointed to the transcription factor Ikaros as both a potential biomarker of clinical activity and an important transcription factor downstream of BTK in the BCR pathway.
- Biomarker validation and signal transduction analysis were conducted through real-time PCR, western blot, immunofluorescence, immunostaining, and gene knock-out (KO) experiments. Patients, materials, and methods were described above. [0201] Results. To identify potential biomarkers of TG-1701 activity in B-NHL, PBMCs from six CLL patients enrolled in the TG-1701-101 phase 1 clinical trial were isolated at different time points for phosphoproteomic and RNA-seq analysis. In all patient samples but one, the percentage of circulating cancer cells was comprised between 60% and 98% (Table 3 and Table 4). All the patient samples harbored a wild type BTK gene, as confirmed by Sanger sequencing of BTK exon 11.
- Table 3 Clinical and Biological Characteristics of 6 CLL Patients
- Table 4 PBMC analysis of 6 CLL patients [0202] Near complete BTK occupancy was obtained in all samples tested (FIG.2A and FIG.8) and linear kinetics was observed with approximately dose proportional increases in Cmax and AUC0-8h from 100 mg to 400 mg, with a positive correlation between the daily dose and TG-1701 Cmax (FIG.2B). After three cycles of treatment, the best change in tumor burden as assessed by CT scan ranged from 38 % to 87%, with one tumor-free patient with a lymphocytosis that defined his best response as a stable disease (FIG.2C).
- CCL3 and CCL4 chemokine genes two bona fide biomarkers for BCR pathway activation (Takahashi, K et al., Br J Haematol 171:726–735 (2015)), were more downregulated in responder patients (FIG. 3A).
- a set of 118 phosphopeptides were differentially phosphorylated (7 down- and 111 up-regulated) after TG-1701 treatment in the responder subgroup only (adjusted p-value ⁇ 0.1, FIG.2E). These sites corresponded to the putative modulation of 14 protein kinases (Tables 5 and 6).
- Table 6 List of Activated/Inhibited Kinases [0204] Predicted kinases in Table 6 were identified by NetPhos v3.1 Phosphorylation Sites Predictor (Blom, N. et al., J Mol Biol 294(5): 1351–1362 (1999)). [0205] Besides the 118 phosphosites described above and depicted in FIG.2E, another set of 95 phosphopeptides was present in pre-treatment samples and totally dephosphorylated upon treatment with TG-1701. The total absence of phosphorylation preempted the statistical analysis and incorporation of these 95 samples in the volcano plot, even though these sites were the most impacted by TG-1701 treatment.
- Ikaros-Ser442/445 residue of Ikaros a zinc finger-containing DNA-binding protein that plays a pivotal role in B-cell homeostasis.
- Ikaros-Ser442/445 dephosphorylation was indeed the strongest event associated with TG-1701 activity (Table 7).
- Ikaros nuclear localization and transcriptional activity both depend on BTK- mediated phosphorylation at Ser214/215 residues (Ma, H et al., PLoS One 8:e71302.27 (2013)), it was investigated whether, analogously, Ikaros function was differentially affected by TG-1701 in responder versus non-responder CLL patient samples.
- TG- 1701 treatment led to efficient BTK dephosphorylation, YES1 upregulation and IRF4 and MYC downregulation both at mRNA and protein levels (FIGS.4E and 4F).
- IKZF1-target genes studied here YES1 reactivation was significantly higher in TG-1701-treated than in ibrutinib-exposed cells (FIG.4E).
- FIG.4G shows that ibrutinib and TG-1701 elicited a 67% and 45% reduction in nuclear Ikaros, consistent with a ⁇ 50% decrease of Ikaros in REC-1 nuclear protein fraction (FIG.4H), suggesting that dual dephosphorylation of Ikaros at Ser442 and Ser445 was associated with the nuclear exclusion of this factor.
- RNA-seq analysis revealed that TG-1701 treatment blunted the Ikaros gene signature, including YES1, MYC, and IRF4, in responder patients, as well as in BTKi- sensitive B-NHL cell lines and xenografts.
- Ikaros nuclear activity and Ikaros- dependent gene regulation remained unaffected by the drug in non-responder patients, and in BTK C481S , BTK KO , and non-canonical NF ⁇ B models in vitro and in vivo.
- ibrutinib, TG-1701 did not impair Fc ⁇ R-driven ADCC and ADCP triggered by the anti-CD20 antibodies rituximab and ublituximab in different B-NHL co-culture system, and cooperated with U2 in reducing the tumor growth in both ibrutinib-sensitive and ibrutinib-insensitive mouse models of B-NHL.
- Example 3 Ikaros signature is a bona fide hallmark of BTKi mechanism of action [0210] To further explore TG-1701 mechanisms of action and potential mechanism of resistance, the REC-1 GFP+LUC+ cell line was CRISPR-engineered to express the BTK C481S mutation.
- This mutation was associated with a 10.3-fold and a 54.8-fold decrease in ibrutinib and TG-1701 inhibitory kinase activity, respectively (FIG.7A and Table 2).
- the REC-1-BTK C481S cell line was 4.2-fold and 2.8-fold less sensitive to ibrutinib and TG-1701 respectively, compared to parental REC-1 cells (FIG.5A and Table 2).
- a washout experiment further showed that irreversible BTK inhibition - illustrated by kinase phosphorylation over 24 hours after BTKi removal in REC-1 cells - was mostly lost in REC-1-BTK C481S cells (FIG.5B).
- Rec-1- BTK KO derivative characterized by an almost complete depletion of BTK (FIG.5E) was refractory to both ibrutinib and TG-1701 (Table 2) and did not undergo significant modulation of YES1 and MYC expression after exposure to TG-1701 (FIGS.5E-5F).
- TG-1701 is a novel second-generation BTKi currently under clinical development. TG-1701 is more selective than ibrutinib, with a comparable BTK Kd and similar in vitro and in vivo characteristics.
- TG-1701 is currently being tested in a phase 1 trial comprised of a single agent arm and a combination arm with ublituximab (a novel CD20 antibody) and umbralisib (a dual PI3Kd and CK1 ⁇ inhibitor).
- ORR overall response rates
- CR complete responses
- Ikaros is a zinc finger protein involved in gene regulation and chromatin remodeling.
- CKII was ranked #4 in the list of kinases with reduced activity in TG-1701 responder patients, while phosphorylation of the PP1 inhibitory subunit, PPP1R14A, and dephosphorylation of the PP1 inhibitor, PPP1R2, both associated with reduced PP1 activity (Verbinnen, I et al., Biochem. Soc. Trans.45: 583-584 (2017)) were among the top four modifications detected in TG-1701 responder patients (Table 5 and Table 6). Ikaros expression was affected by TG-1701 treatment, neither in CLL primary cells nor in BTKi-sensitive REC-1 models, indicating that the inhibition of Ikaros signature in responders was more likely due to a nuclear exclusion of the transcription factor.
Landscapes
- Chemical & Material Sciences (AREA)
- Life Sciences & Earth Sciences (AREA)
- Health & Medical Sciences (AREA)
- Organic Chemistry (AREA)
- Proteomics, Peptides & Aminoacids (AREA)
- Engineering & Computer Science (AREA)
- Immunology (AREA)
- Pathology (AREA)
- Analytical Chemistry (AREA)
- Zoology (AREA)
- Genetics & Genomics (AREA)
- Wood Science & Technology (AREA)
- Physics & Mathematics (AREA)
- Biotechnology (AREA)
- Microbiology (AREA)
- Molecular Biology (AREA)
- Hospice & Palliative Care (AREA)
- Biophysics (AREA)
- Oncology (AREA)
- Biochemistry (AREA)
- Bioinformatics & Cheminformatics (AREA)
- General Engineering & Computer Science (AREA)
- General Health & Medical Sciences (AREA)
- Medicines Containing Antibodies Or Antigens For Use As Internal Diagnostic Agents (AREA)
Abstract
Provided are methods of treating B-NHL by administering a BTK inhibitor (e.g., TG- 1701) to a subject in need thereof that has been determined to be a BTK inhibitor responder (e.g., a TG-1701 responder). The BTK inhibitor (e.g., TG-1701) responder is a subject whose B-NHL cells, prior to treatment, comprise at least one phosphopeptide (e.g., Ikaros), not comprised by B-NHL cells of a non-responder, which is dephosphorylated after treatment with the BTK inhibitor. The B-NHL cells of the BTK inhibitor (e.g., TG-1701) responder further comprise at least one transcript of a gene of an Ikaros-enhanced gene signature and/or lack at least one transcript of a gene of an Ikaros-enhanced gene signature. The methods further comprise treating B-NHL by administering TG-1701 to a TG-1701 responder, in combination with an anti-CD20 antibody (e.g., ublituximab) and/or a dual PI3K5 and casein kinase- 1ε inhibitor (e.g., umbralisib).
Description
DISRUPTED IKAROS SIGNALING AS BIOMARKER FOR BTK INHIBITION CROSS REFERENCE TO RELATED APPLICATION [0001] The present application claims benefit of U.S. Provisional Application No. 63/208,344, filed June 8, 2021, the disclosure of which is hereby incorporated by reference in its entirety. REFERENCE TO SEQUENCE LISTING SUBMITTED ELECTRONICALLY [0002] The content of the electronically submitted sequence listing in ASCII text file (Name: 3261_018PC01_Seqlisting_ST25; Size: 54,470 bytes; and Date of Creation: June 7, 2022) filed with the application is incorporated herein by reference in its entirety. FIELD [0003] The present disclosure relates to methods of treating hematologic malignancies, such as, e.g., B-cell non-Hodgkin lymphomas (B-NHLs). In particular, the present disclosure provides methods for treating various B-NHLs by administering a BTK inhibitor (e.g., TG-1701) to a subject that has been determined to be a responder to a BTK inhibitor (e.g., TG-1701) through, e.g., phosphoproteomic analyses. The present disclosure also provides methods and kits for identifying if a subject is a responder to a BTK inhibitor. BACKGROUND [0004] B-cell non-Hodgkin lymphomas (B-NHLs) account for up to 4% of globally diagnosed cancers (Fisher et al., Oncogene 23:6524–6534 (2004)). B-NHLs are divided into low and high grades, typically corresponding to indolent (slow-growing) lymphomas, such as chronic lymphocytic leukemia (CLL), and aggressive lymphomas, such as mantle cell lymphoma (MCL), respectively (Quintanilla-ML, Hematol Oncol.35:37-45 (2017)). Targeting of the B-cell receptor (BCR) pathway through the use of covalent Bruton's tyrosine kinase inhibitors (BTKi’s) have transformed the treatment of B-NHL. The first-
in-class BTKi, ibrutinib, has demonstrated exceptional clinical activity as a monotherapy for various subtypes of B-NHL, most notably CLL (Byrd, JC et al., N Engl J Med 369: 32-42 (2013)), MCL (Wang, ML et al., N Engl J Med 369: 507-516 (2013)), but also Waldenström's macroglobulinemia (WM) (Treon, SP et al., N Engl J Med 372:1430-1440 (2015)), and activated B-cell-like diffuse large B-cell lymphoma (ABC-DLBCL) (Wilson WH et al., Nat Med 21:922-926 (2015)). [0005] Nonetheless, the activity of BTK inhibitors, such as ibrutinib, has often been limited due to 1) off-target activity that precluded their use in combination with anti- CD20 antibodies; and 2) acquired resistance due to the development of mutations that either effect the irreversible binding of the BTKi to BTK, or activate the PLCγ2 enzyme, a downstream enzyme in the BTK pathway (Woyach, JA et al., N Engl J Med 370:2286- 2294 (2014)). In the case of BTK, a cysteine-to-serine mutation at the BTK catalytic site (BTKC481S) abrogates the covalent binding of ibrutinib to BTK, and has been detected in up to 86% of relapsing CLL patients, but only anecdotally in MCL relapsing patients (Id.; Furman, RR et al., N Engl J Med 370:2352-2354 (2014); Chiron, D et al., Cancer Discov. 4:1022-1035 (2014)). Additional intrinsic mechanisms of resistance involve activation of the non-canonical NIK-NFκB signaling in MCL (Wu, J et al., J. Hematol. Oncol.9:80 (2016); Rahal, R et al., Nat Med.20:87-92 (2013)). [0006] The use of distinct next-generation sequencing (NGS)-based genomic techniques, including whole exome and targeted deep sequencing, have been instrumental in identifying the BTKC481S mutation as a genetic cause of BTKi resistances (Doostparast, TA and Wang. K., Drug Discov Today 23: 1776-1783 (2018); Wacker, SA et al., Nat Chem Biol 8:235-237 (2012)). More recently, global drug profiling using mass spectrometry (MS)-based phosphoproteomics has been successfully employed to characterize drug mechanisms of action in single-agent therapy or multidrug combinations in solid cancers (Carvalho, AS and Matthiesen, R., Methods Mol Biol 1449: 469-479 (2016)). In addition, phosphoproteomic profiling can help understand the role of BTKi in CLL patients; in one report, CLL cells from patients with an unmutated IGVH status showed higher basal phosphorylation than patients with IGVH-mutated status (Beckmann, L et al., “MARCKS affects cell motility and response to BTK inhibitors in CLL,” Blood (2021)). [0007] TG-1701 is a novel, orally available, irreversible, and highly specific BTKi that exhibits improved selectivity when compared to ibrutinib (Normant, E. et al., “TG-1701
A Novel, Orally Available, and Covalently-Bound BTK Inhibitor,” EHA Library, 215080, Abstr. No.638 (June 152018)), and shows activity in various in vitro and in vivo models of B-NHL. TG-1701 is currently under study in patients with relapsed/refractory (R/R) B-NHL, alone and in combination with ublituximab, a glycoengineered anti-CD20 antibody, and umbralisib, a dual PI3Kδ and casein kinase-1ε inhibitor (also referred to as the “U2” regimen). (NCT03671590) (Cheah, CY et al., “Clinical Activity of TG-1701, As Monotherapy and in Combination with Ublituximab and Umbralisib (U2), in Patients with B-Cell Malignancies,” Poster Abstract #1130, 62nd ASH Annual Meeting and Exposition, Blood (2020); Cheah, CY et al., HemaSphere.4:309-309 (2020); Cheah, CY et al., Blood 134 (Supplement_1): 4001 (2019)). [0008] Despite the excellent activity of BTK inhibitors in relapsed B-NHL, not all patients respond to BTK inhibitor therapy. Accordingly, clinically-relevant biomarkers to identify BTK inhibitor responders before therapy, and/or monitor treatment efficacy during therapy, are critically needed. BRIEF SUMMARY OF THE INVENTION [0009] Provided are methods of treating B-cell non-Hodgkin lymphoma (B-NHL) in a subject in need thereof, the methods comprising administering to a subject that is a TG- 1701 responder a therapeutically effective amount of BTK inhibitor TG-1701, wherein prior to said administration, B-NHL cells of the TG-1701 responder contain at least one phosphopeptide selected from SEQ ID NOS: 1-95. In some aspects, the at least one phosphopeptide is SEQ ID NO: 1. In some aspects, the presence of the at least one phosphopeptide is determined by western blot and/or phospho-flow analysis. [0010] In some aspects, the B-NHL cells of the TG-1701 responder lack at least one phosphopeptide selected from SEQ ID NOS: 1-95 after administration of TG-1701 to the subject compared to before administration of TG-1701. In some aspects, the at least one phosphopeptide is SEQ ID NO: 1. In some aspects, the lack of the at least one phosphopeptide is determined by western blot and/or phospho-flow analysis. [0011] In some aspects, the B-NHL cells of the TG-1701 responder comprise an increased quantity of transcripts of an Ikaros-repressed gene signature after the administration of TG-1701 to the subject compared to the quantity of transcripts before the administration of TG-1701.
[0012] In some aspects, the transcripts of the Ikaros-repressed gene signature comprise one or more of TXNIP, CD36, CA2, YOD1, CFP, DENND3, YES1, NBEAL2, TMC8, PSTPIP2, CD97, DAAM1, NT5E, LYZ, SDK2, TSC22D4, GYPC, FAM129A, TPM3, GNAQ, and/or LUZP1. [0013] In some aspects, the B-NHL cells of the TG-1701 responder comprise a decreased quantity of transcripts of an Ikaros-enhanced gene signature after the administration of TG-1701 to the subject compared to the quantity of transcripts before the administration of TG-1701. [0014] In some aspects, the transcripts of an Ikaros-enhanced gene signature comprise one or more of TCL1A, CBX5, HNRNPA0, PDHB, BCL2, DYNLL1, SUPT16H, CAMK2D, ALDH6A1, PPP2R5C, ERGIC1, BUB3, SORD, SEPHS1, CTNNBL1, CCT5, and/or APOBEC3G. [0015] In some aspects, the quantity of transcripts is determined by at least one amplification-based method. In some aspects, the amplification-based method is Polymerase Chain Reaction (PCR), Real-Time Polymerase Chain Reaction (RT-PCR), Quantitative Polymerase Chain Reaction (qPCR), or rolling circle amplification. In some aspects, the quantity of transcripts is determined by qPCR. [0016] In some aspects, the quantity of transcripts is determined by at least one non- amplification-based method. In some aspects, the non-amplification-based method is a hybridization-based method or a sequencing-based method. In some aspects, the hybridization-based method is a microarray, Nanostring analysis, Northern Blot analysis, branched DNA (bDNA) signal amplification, or in situ hybridization. In some aspects, the sequencing-based method is a next-generation sequencing (NGS) method. [0017] In some aspects, the quantity of transcripts is determined by a combination of amplification-based and non-amplification-based methods. [0018] In some aspects, the B-NHL is a chronic lymphocytic leukemia, a mantle cell lymphoma, a follicular lymphoma, a diffuse large B-cell lymphoma, a marginal zone B- cell lymphoma, a Burkitt lymphoma, or a lymphoplasmacytic lymphoma. [0019] In some aspects, the method further comprises administering to a subject that is a TG-1701 responder a therapeutically effective amount of an anti-CD20 antibody. [0020] In some aspects, the method further comprises administering to a subject that is a TG-1701 responder a therapeutically effective amount of a dual PI3Kδ and casein kinase- 1ε inhibitor.
[0021] In some aspects, the therapeutically effective amount of TG-1701 is between about 100 mg/day and about 400 mg/day. In some aspects, the therapeutically effective amount of TG-1701 is about 100 mg/day. In some aspects, the therapeutically effective amount of TG-1701 is about 200 mg/day. In some aspects, the therapeutically effective amount of TG-1701 is about 300 mg/day. In some aspects, the therapeutically effective amount of TG-1701 is about 400 mg/day. [0022] In some aspects, the subject is a mammal. In some aspects, the subject is a human. [0023] Also provided are kits comprising: (i) at least one antibody that binds to at least one phosphopeptide selected from SEQ ID NOs: 1-95; (ii) optionally, reagents to perform a western blot analysis; and/or reagents to perform a phospho-flow analysis; and (iii) instructions for treating B-NHL in a TG-1701 responder according to the methods disclosed herein. [0024] In some aspects, the at least one phosphopeptide is SEQ ID NO: 1. [0025] In some aspects, the kit further comprises reagents to perform a Polymerase Chain Reaction (PCR), Real-Time Polymerase Chain Reaction (RT-PCR), Quantitative Polymerase Chain Reaction (qPCR), or rolling circle amplification. [0026] In some aspects, the kit further comprises reagents to perform a microarray, Nanostring analysis, Northern Blot analysis, branched DNA (bDNA) signal amplification, next-generation sequencing (NGS) method, or in situ hybridization. BRIEF DESCRIPTION OF THE FIGURES [0027] FIGS.1A-1F show that TG-1701 is a novel irreversible BTK inhibitor as active as ibrutinib in in vitro and in vivo models of B-NHL. FIG.1A shows binding of TG-1701 and ibrutinib 1 µM against a panel of 441 kinases using the DiscoverX technology. The size of each dark grey circle is proportional to the strength of the binding. FIG.1B: TG- 1701 and ibrutinib BTKwt anti-kinase activities were tested using a 33P-ATP filtration assay. FIG.1C: DoHH2 BTK-expressing cells were incubated with ibrutinib or TG- 1701, lysed, and lysates were incubated with a fluorescent ibrutinib probe. Total BTK was assessed by Western blot. FIG.1D: increasing concentrations of ibrutinib or TG- 1701 were incubated with DoHH-2 cells. The BCR pathway is then activated with 10 µg/ml goat F(ab’)2 anti-IgM for 18h and levels of different downstream enzymes assessed
using Western blot. FIG.1E: TG-1701 or ibrutinib were dosed orally in the Mino MCL xenograft model. FIG.1F: intratumor levels of several BCR-related kinases were assessed by Western blot. [0028] FIGS.2A-2F show that phosphoproteomic analysis of six CLL patients treated with TG-1701 can segregate TG-1701 responders and non-responders. FIG.2A: BTK occupancy was assessed in all patients in the study at 9 different times points. The occupancy of the 6 CLL patients are shown at 4 hours after treatment with TG-1701. FIG.2B: Correlation of TG-1701 Cmax and the daily dose received by the 6 patients. FIG.2C: Best tumor reduction in all six patients at cycle 3, day 1 (C3D1). * Patient AIK- 0003 lymphocytosis at C3D1 ranks the response as a stable disease (SD). FIG.2D: Phosphoproteomic profiling and principal components (PC) analysis were performed on all 6 CLL patients (left panel), three responders (middle panel), and three non-responders (right panel). Pre-treatment samples (PRE) are designated and the 4 hour post- treatment samples are designated in white (POST). Percentages refer to the total variance explained for each component. FIG.2E: Quantified phosphopeptides in responders. Volcano plot of the responder-only samples. The non-responders do not exhibit any TG- 1701-driven changes. FIG.2F: The phosphosites that are up- or down- regulated are shown for each single three responder patients. The non-responders did not show any changes in the phosphoproteomic analysis. [0029] FIGS.3A-3C: FIG.3A: Regulation of representative inflammatory and BCR- regulated genes upon TG-1701 treatment evaluated by qPCR in TG-1701 responders (circles) and non-responders (squares). Data shown are Log(2) fold change (POST vs PRE) n=3. FIG.3B: Comparative multi-dimensional (MDS) analysis of RNA-seq data. The closer the samples, the more similar their RNA-Seq signature. FIG.3C: Immunoblot evaluation of p-BTK, Ikaros and Ikaros downstream factors MYC and IRF4, in PBMC lysates from two CLL patients with distinct responses to TG-1701. [0030] FIGS.4A-4H show that impairment of Ikaros signaling is associated with B-NHL response to TG-1701 in both clinical and preclinical settings. Change of Ikaros-regulated factors upon TG-1701 treatment in responders (R) and non-responders (NR), according to total proteome data (FIG.4A) and RNA-seq analysis (FIG.4B) of the same samples. For each category, the average of the three patients is displayed. FIG.4C shows YES1 (an Ikaros-repressed gene) and MYC (an Ikaros-enhanced gene) mRNA changes after
treatment with TG-1701. FIG.4D depicts immunoblot evaluation of p-BTK, Ikaros, and Ikaros downstream factors, MYC and IRF4, using one representative responder and one non-responder PBMC lysates. P-BTK detection was assessed to confirm on-target activity at 4 hours post-treatment. MCL REC-1 cells were treated for 24 hours with 1 µM ibrutinib or TG-1701, and variations in Ikaros-regulated factors were quantified using qPCR (FIG.4E) and Western blot (FIG.4F). Subcellular localization of Ikaros was determined by immunofluorescence staining (FIG.4G) and immunoblot analysis of nuclear protein fraction (FIG.4H), in REC-1 cells treated as above with ibrutinib or TG- 1701. *p < 0.05, **p < 0.01, ***p < 0.001, and ns = non-significant. [0031] FIGS.5A-5F show that Ikaros modulation is associated with TG-1701 efficacy in distinct in vitro and in vivo MCL models of ibrutinib resistance. FIG.5A: Viability of BTKwt and BTKC481S REC-1 cells exposed to increasing doses of ibrutinib and TG-1701 were evaluated by CellTiter Glo assay. FIG.5B: REC-1 and REC-1-BTKC481S cells were exposed for 1h to 1µM TG-1701, washed-out for the indicated times, and levels of phospho-BTK and loading control GADPH were assessed using immunoblotting. Values below immunoblot correspond to the densitometric quantification of p-BTK/GADPH ratio. FIG.5C: Regulation of Ikaros-regulated factors after 4 hours of treatment with TG- 1701 or ibrutinib (1 µM) in REC-1 and REC-1-BTKC481S cells according to total proteome data. FIG.5D: Ikaros gene signatures were evaluated by qPCR in REC-1 and REC-1-BTKC481S cells exposed for 24 h to 1 µM ibrutinib or TG-1701. In REC-1- BTKC481S cells, values were referred to untreated REC-1 cells (control). Ikaros transcriptional (FIG.5E) and protein (FIG.5F) signatures were evaluated in REC-1- BTKKO cells as previously, using untreated REC-1 cells as a reference control. [0032] FIGS.6A-6D show in vivo activity of TG-1701 on BTKi-sensitive and BTKi- resistant MCL mouse models. FIG.6A: TG-1701 was dosed orally in BKTi-sensitive (REC-1-GFP+LUC+) and BTKi-resistant (UPN-IbruR) MCL xenograft models and tumor volumes were recorded at the endpoint (17 days) by bioluminescence signal recording (REC-1) or external calipers (UPN-IbruR). Ikaros signature was evaluated by western blot (FIG.6B) and qPCR (FIG.6C) in two/three representative tumors from each treatment group. FIG.6D: Immunohistochemical labeling of CD20 and Ikaros in tissue sections from four representative BTKi-sensitive (REC-1) and BTKi-resistant (UPN- IbruR) tumor specimens (scale bar: 25µm). *p < 0.05, **p < 0.01, ***p < 0.001, and ns = non-significant.
[0033] FIGS.7A-7D: FIG.7A: Inhibition of BTK and BTKC481S kinase activity by TG- 1701 and ibrutinib were assessed using a 33P-ATP filtration assay. FIG.7B: Proteomic profiling and principal components analysis were performed on REC-1 and BTKC481S derivative after treatment with ibrutinib or TG-1701 (1 µM) for 4 hours. FIG.7C: Western blot examination of REC-1-BTKC481 whole cell extracts following a 24-hour treatment with ibrutinib or TG-1701. FIG.7D: Viability of BTKi-sensitive (UPN-wt) and insensitive (UPN-IbruR) UPN-1 derived cell lines exposed to increasing doses of ibrutinib and TG-1701 was evaluated by a CellTiter Glo assay. [0034] FIG.8 depicts a schematic of the BTK occupancy assay developed using a MSD chemoluminescent platform at Bioagilytix. The % occupancy was calculated as shown in the figure. DETAILED DESCRIPTION [0035] Provided herein are methods of treating B-NHL by administering a BTK inhibitor (e.g., TG-1701) to a subject in need thereof that is a BTK inhibitor responder (e.g., a TG- 1701 responder). The BTK inhibitor (e.g., TG-1701) responder is a subject whose B-NHL cells, prior to treatment, comprise at least one phosphopeptide (e.g., Ikaros), not comprised by B-NHL cells of a non-responder, which is dephosphorylated after treatment with the BTK inhibitor (e.g., TG-1701). The B-NHL cells of the BTK inhibitor (e.g., TG- 1701) responder further comprise at least one transcript of a gene of an Ikaros-enhanced gene signature and/or lack at least one transcript of a gene of an Ikaros-enhanced gene signature. The methods further comprise treating B-NHL by administering TG-1701 to a TG-1701 responder, in combination with an anti-CD20 antibody (e.g., ublituximab) and/or umbrasilib. [0036] In order that the present disclosure may be more readily understood, certain terms are first defined. As used in this application, except as otherwise expressly provided herein, each of the following terms shall have the meaning set forth below. Additional definitions are set forth throughout the application. Terms [0037] It is to be noted that the term “a” or “an” entity refers to one or more of that entity; for example, “a nucleotide sequence,” is understood to represent one or more nucleotide
sequences. As such, the terms “a” (or “an”), “one or more,” and “at least one” can be used interchangeably herein. [0038] As used herein, unless specifically indicated otherwise, the word "or" is used in the inclusive sense of "and/or" and not the exclusive sense of "either/or." [0039] Furthermore, “and/or,” where used herein, is to be taken as specific disclosure of each of the two specified features or components with or without the other. Thus, the term “and/or” as used in a phrase such as “A and/or B” herein is intended to include “A and B,” “A or B,” “A” (alone), and “B” (alone). Likewise, the term “and/or” as used in a phrase such as “A, B, and/or C” is intended to encompass each of the following aspects: A, B, and C; A, B, or C; A or C; A or B; B or C; A and C; A and B; B and C; A (alone); B (alone); and C (alone). [0040] As used herein, the term "effective amount" or "therapeutically effective amount" refers to an amount of a compound, or combination of one or more compounds that, when administered (either sequentially or simultaneously) elicits the desired biological or medicinal response, e.g., either destroys the target cancer cells or slows or arrests the progression of the cancer in a patient. The therapeutically effective amount may vary depending upon the intended application (in vitro or in vivo), or the patient and disease condition being treated, e.g., the weight and age of the patient, the severity of the disease condition, the manner of administration and the like, which may readily be determined by one skilled in the art. The term also applies to a dose that will induce a particular response in target cells, e.g., reduction of cell proliferation and/or cell migration. For example, in some aspects, the "therapeutically effective amount" as used herein refers to the amount of TG-1701, or a pharmaceutically acceptable salt thereof, and/or the amount of an anti-CD20 antibody and/or of a dual PI3Kδ and casein kinase-1ε inhibitor that, when administered separately or in combination, have a beneficial effect. In some aspects, the "therapeutically effective amount" as used herein refers to the amount of TG- 1701, or a pharmaceutically acceptable salt thereof, and the amount of an anti-CD20 antibody and a dual PI3Kδ and casein kinase-1ε inhibitor that, when administered separately or in combination, have a beneficial effect. In some aspects, the combined effect is additive. In some aspects, the combined effect is synergistic. Further, it will be recognized by one skilled in the art that in the case of combination therapy, the amount of TG-1701, or a pharmaceutically acceptable salt thereof, and/or the amount of the CD20 antibody and/or the dual PI3Kδ and casein kinase-1ε inhibitor may be used in a "sub-
therapeutic amount", i.e., less than the therapeutically effective amounts of each compound when used alone. [0041] The term "about" refers to approximately, in the region of, roughly, or around. When the term "about" is used in conjunction with a number or a numerical range, it means that the number or numerical range referred to is an approximation within experimental variability (or within statistical experimental error), and thus the number or numerical range may vary from, for example, between 1% and 15% of the stated number or numerical range. In general, the term "about" is used herein to modify a numerical value above and below the stated value by a variance of ±10%. [0042] As used herein, the terms "cancer" and "cancerous" refer to or describe the physiological condition in mammals in which a population of cells are characterized by uncontrolled or unregulated cell growth. Examples of cancer include, e.g., carcinoma, lymphoma, blastoma, sarcoma, and leukemia. [0043] As used herein, the terms "B-cell cancer" or "B-cell malignancy" refers to an uncontrolled or unregulated growth of B-cells in the blood, bone marrow, or lymph node. One skilled in the art would understand that a B-cell malignancy is a type of hematological malignancy (or hematological cancer) that includes lymphomas, leukemias, and myelomas. The B-cell malignancy may be indolent or aggressive. [0044] Non-limiting examples of B-cell malignancies that may be treated with the methods or kits disclosed herein include acute lymphocytic leukemia (ALL), acute myeloid leukemia (AML), chronic lymphocytic leukemia (CLL), small lymphocytic lymphoma (SLL), multiple myeloma (MM), non-Hodgkin's lymphoma (NHL) (referred to herein as “B-cell NHL” or “B-NHL”), mantle cell lymphoma (MCL), follicular lymphoma (FL), Waldenstrom's macroglobulinemia (WM), diffuse large B-cell lymphoma (DLBCL), marginal zone lymphoma (MZL), which includes extranodal MZL, nodal MZL, and splenic MZL, hairy cell leukemia (HCL), Burkitt's lymphoma (BL), and Richter's transformation. In some aspects, the DLBCL is an activated B-cell DLBCL (ABC-DLBCL), a germinal center B-cell like DLBCL (GBC-DLBCL), a double hit DLBCL (DH-DLBCL), or a triple hit DLBCL (TH-DLBCL). [0045] In some aspects, certain CLLs (or other leukemias, such as the ones described herein) are considered "high risk" due to the presence of one of more genetic mutations. As used herein, "high risk" CLL, for example, means CLL characterized by at least one of
the following genetic mutations: 17p del; 11q del; p53; unmutated IgVH together with ZAP-70+ and/or CD38+; and trisomy 12, and complex karyotype. [0046] In some aspects, the B-NHLs that may be treated with the methods or kits disclosed herein include the following B-NHL subtypes: chronic lymphocytic leukemia, mantle cell lymphoma, follicular lymphoma, diffuse large B-cell lymphoma, marginal zone B-cell lymphoma, Burkitt lymphoma, or a lymphoplasmacytic lymphoma. Other B- NHL subtypes that may be treated with the methods or kits disclosed herein are known to those skilled in the art. See, Quintanilla-ML, Hematol Oncol.35:37-45 (2017)). [0047] "Tumor" and "neoplasm" refer to any mass of tissue that result from excessive cell growth or proliferation, either benign (noncancerous) or malignant (cancerous) including pre-cancerous lesions. [0048] The terms "cancer cell," "tumor cell," and grammatical equivalents refer to the total population of cells derived from a tumor or a pre-cancerous lesion, including both non-tumorigenic cells, which comprise the bulk of the tumor cell population, and tumorigenic stem cells (cancer stem cells). As used herein, the term "tumor cell" will be modified by the term "non-tumorigenic" when referring solely to those tumor cells lacking the capacity to renew and differentiate to distinguish those tumor cells from cancer stem cells. [0049] As used herein, the term "subject" refers to any animal (e.g., a mammal), including, but not limited to humans, non-human primates, rodents, and the like, which is to be the recipient of a particular treatment (e.g., TG-1701). Typically, the terms "subject" and "patient" are used interchangeably herein in reference to a human subject. Generally, the "patient" or “subject” who has been diagnosed with a disease, disorder, or condition (e.g., a B-cell malignancy as described herein), exhibits symptoms of, or is otherwise believed to be afflicted with a disease, disorder, or condition (such as, e.g., a B-cell malignancy). [0050] An "effective amount" of an antibody or an agent as disclosed herein, is an amount sufficient to carry out a specifically stated purpose. An "effective amount" can be determined empirically and in a routine manner by those skilled in the art, in relation to the stated purpose. [0051] The term "therapeutically effective amount" refers to the amount of an agent (e.g., monoclonal antibody, small molecule, chemotherapeutic drug, etc…), as disclosed herein, that is effective to "treat" a disease or disorder in a subject or mammal. In the case of
cancer, the therapeutically effective amount of the agent or drug can reduce the number of cancer cells; reduce the tumor size; inhibit (i.e., slow to some extent and in a certain embodiment, stop) cancer cell infiltration into peripheral organs; inhibit (i.e., slow to some extent and in a certain embodiment, stop) tumor metastasis; inhibit, to some extent, tumor growth; and/or relieve to some extent one or more of the symptoms associated with the cancer. See the definition herein of "treating." To the extent the drug can prevent growth and/or kill existing cancer cells, it can be cytostatic and/or cytotoxic. [0052] Terms such as "treating," "treatment," "to treat," "having a therapeutic effect," alleviating," "to alleviate," or "slowing the progression of" refer to both 1) therapeutic measures that cure, slow down, lessen symptoms of, and/or halt progression of a diagnosed pathologic condition or disorder, such as a B-cell malignancy, and 2) prophylactic or preventative measures that prevent and/or slow the development of a targeted pathologic condition or disorder. Thus, those in need of treatment include those already with the disorder; those prone to have the disorder; and those in whom the disorder is to be prevented. [0053] In certain aspects, a subject is successfully "treated" for a B-cell malignancy according to the methods of the present invention if the patient shows one or more of the following: reduction in cachexia, increase in survival time, elongation in time to tumor progression, reduction in tumor mass (e.g., by scan), reduction in tumor burden and/or a prolongation in time to tumor metastasis, time to tumor recurrence or progressive disease, tumor response, complete response (CR), partial response (PR), stable disease (SD), progression free survival (PFS), overall survival (OS), each as measured by standards set by the National Cancer Institute and the U.S. Food and Drug Administration for the approval of new drugs. See, Johnson et al., J. Clin. Oncol.21:1404-1411 (2003). In some aspects, the "therapeutic effect," as defined above, also encompasses a reduction in toxicity or adverse side effects, and/or an improvement in tolerability. [0054] In certain aspects, guidelines provided by standard international workshops for particular B-cell malignancies are used to assess tumor response, such as, for CLL, as set forth in Hallek, M. et al., Blood 111:5446-5456 (2008); for NHL, as set forth in Cheson, B.D. et al., J Clin Oncol 25:579-586 (2007); and for WM, according to the sixth international workshop on WM, Owen, R.G. et al., Br J Haematol.160:171-176 (2013). [0055] In some aspects, treating the B-cell malignancy using the methods and kits described herein reduces percent tumor burden from baseline (i.e., prior to administration
of the combination of agents described herein) by about 25% - 100%. In some aspects, treating the B-cell malignancy using the methods and kits described herein reduces percent tumor burden from baseline by at least about 20%, by at least about 25%, by at least about 30%, by at least about 40%, by at least about 50%, by at least about 60%, by at least about 70%, by at least about 80%, by at least about 90%. In certain aspects, the methods and kits described herein promote B-cell malignancy regression to the point of eliminating the B-cell malignancy. In some aspects, subjects can be assessed for tumor burden or evaluated for anti-tumor response by CT, PET-CT, and/or MRI. [0056] As used herein, “duration of the percent reduction in tumor burden” is the interval from the first documentation of complete response (CR) or partial response (PR) to the earlier of the first documentation of definitive disease progression or death from any cause. In certain aspects, the “duration of the reduction in percent tumor burden” can be observed and continue for a period of at least about 24 weeks to about 36 months. [0057] The term "combination administration," "administered in combination," and "administering a combination" refers to administering more than one pharmaceutically active ingredient (including, but not limited to, TG-1701 or a pharmaceutically acceptable salt thereof, and an anti-CD20 antibody, and/or a dual PI3Kδ and casein kinase-1ε inhibitor as disclosed herein) to a patient. Combination administration may refer to simultaneous administration, sequential administration, or both simultaneous and sequential administration of TG-1701, or a pharmaceutically acceptable salt thereof, and an anti-CD20 antibody and a dual PI3Kδ and casein kinase-1ε inhibitor, as disclosed herein. Thus, by way of example, administration of an anti-CD20 antibody preceding or following (e.g., by hour(s), day(s), week(s), or month(s)) administration of a PI3K-delta selective inhibitor, preceding or following (e.g., by hour(s), day(s), week(s), or month(s)) administration of BTK inhibitor TG-1701, constitutes administration of a combination of agents. [0058] As will be apparent to one skilled in the art from the context, a "combination of agents" can also include a BTK inhibitor (e.g., TG-1701), an anti-CD20 antibody (e.g., ublituximab), a PI3K-delta selective inhibitor (e.g., umbralisib), and one or more additional therapeutic agents, as described herein. The therapeutic agents can be administered in a single pharmaceutical formulation or are administered simultaneously in separate pharmaceutical formulations by either the same or different routes of administration. Further, the term "combination of agents" is intended to include treatment
regimens in which the agents are administered by the same or different route of administration or at the same or different time. [0059] The terms "simultaneous" and "simultaneously" refer to the administration of TG- 1701, or a pharmaceutically acceptable salt thereof, and an anti-CD20 antibody and a dual PI3Kδ and casein kinase-1ε inhibitor as disclosed herein, to a patient at the same time, or at two different time points that are separated by no more than 2 hours. The simultaneous administration of TG-1701, or a pharmaceutically acceptable salt thereof, and an anti- CD20 antibody, and a dual PI3Kδ and casein kinase-1ε inhibitor may be in a single dosage form or in separate dosage forms. [0060] The terms "sequential" and "sequentially" refer to the administration of TG-1701, or a pharmaceutically acceptable salt thereof, and an anti-CD20 antibody and a dual PI3Kδ and casein kinase-1ε inhibitor, as disclosed herein, to a patient at two different time points that are separated by more than 2 hours, e.g., about 3 hours, about 4 hours, about 5 hours, about 8 hours, about 12 hours, 1 day, 2 days, 3 days, 4 days, 5 days, 6 days, 7 days or even longer. [0061] As used herein, "U2" refers to the combination of Ublituximab + Umbralisib, as used in the methods or kits of the disclosure. [0062] As used herein, the term "TG-1701 + U2" refers to the triple combination of the BTK inhibitor TG-1701 + Ublituximab + Umbralisib, as used in the methods or kits of the invention. [0063] As used herein, an "adverse event" (AE) is any unfavorable and generally unintended or undesirable sign (including an abnormal laboratory finding), symptom, or disease associated with the use of a medical or pharmaceutical treatment. [0064] A B-cell malignancy which "does not respond," "responds poorly," or is "refractory" to treatment (with, for example, an anti-CD20 antibody) does not show statistically significant improvement in response to that treatment when compared to no treatment or treatment with a placebo in a recognized animal model or human clinical trial, or which responds to an initial treatment, but grows as treatment continues. [0065] A B-cell malignancy which has “relapsed” means that the tumor has returned following treatment. The term “R/R” means that the B-cell malignancy is relapsed or refractory, or possibly both. [0066] The term "synergistic effect" refers to a situation where the combination of two or more agents produces a greater effect than the sum of the effects of each of the individual
agents. The term encompasses not only a reduction in symptoms of the disorder to be treated, but also an improved side effect profile, improved tolerability, improved patient compliance, improved efficacy, or any other improved clinical outcome. [0067] As used herein, the illustrative terms "include", "such as", "for example" and the like (and variations thereof, e.g., "includes" and "including", "examples"), unless otherwise specified, are intended to be non-limiting. That is, unless explicitly stated otherwise, such terms are intended to imply "but not limited to", e.g., "including" means including but not limited to. [0068] As used herein, the recitation of a numerical range for a variable is intended to convey that the disclosure may be practiced with the variable equal to any of the values within that range. Thus, for a variable, which is inherently discrete, the variable can be equal to any integer value within the numerical range, including the end-points of the range. Similarly, for a variable, which is inherently continuous, the variable can be equal to any real value within the numerical range, including the end-points of the range. As an example, and without limitation, a variable which is described as having values between 0 and 2 can take the values 0, 1 or 2 if the variable is inherently discrete, and can take the values 0.0, 0.1, 0.01, 0.001, or any other real values > 0 and < 2 if the variable is inherently continuous. [0069] The term "Bruton's tyrosine kinase" (also known as "BTK," agammaglobulinemia tyrosine kinase (ATK), or B-cell progenitor kinase (BPK)) refers to a non-receptor tyrosine kinase enzyme in the B-cell antigen receptor (BCR) signaling pathway. BTK, a member of the Tec family of protein tyrosine kinases, is predominantly expressed in B- lymphocytes at various stages of development (except in terminally differentiated plasma cells). BTK is a signal transduction protein that regulates normal B-cell development, differentiation activation, proliferation, and survival (Kurosaki, T., Curr Op Imm 12:276- 281 (2000); Schaeffer, E.M. and Schwartzberg, P.L., Curr Op Imm 12: 282-288 (2000)). BTK has also been implicated in initiation, survival, and progression of mature B-cell lymphoproliferative disorders, such as B-cell malignancies (Akinleye, A. et al., J. Hematol. Oncol.6:59 (2013)). As used herein, BTK is from homo sapiens, as disclosed in U.S. Patent No.6,326,469 (Gen Bank Acc. No. NP_000052). BTK is also a key signaling enzyme expressed in all hematopoietic cells types except T lymphocytes and natural killer (NK) cells and plays a role in hematopoietic cell signaling pathways such as, e.g., Toll like receptor (TLR) and cytokine receptor-mediated TNF-alpha production in
macrophages, IgE receptor (FcepsilonRI) signaling in mast cells, inhibition of Fas/APO-1 apoptotic signaling in B-lineage lymphoid cells, and collagen-stimulated platelet aggregation (See, e.g., Jeffries, C. A. et al., J. Biol. Chem.278:26258-26264 (2003); Horwood, N. J. et al., The Journal of Experimental Medicine 197:1603-1611 (2003); Iwaki, S. et al., J. Biol. Chem.280: 40261-40270 (2005)). BTK functions as an important regulator of cell proliferation and cell survival in various B-cell malignancies. [0070] An "inhibitor of BTK" or a "BTK inhibitor" (or BTKi for short) refers to a small molecule that targets BTK and either inhibits BTK tyrosine phosphorylation and/or B-cell activation and/or otherwise inhibits or diminishes or abolishes the biological activity of a BTK protein. An "irreversible BTK inhibitor" refers to a molecule that upon contact with BTK, causes the formation of a new covalent bond with an amino acid residue of BTK. The BTK inhibitor TG-1701, which is used in the methods and kits of the present invention and discussed further below, is an irreversible BTK inhibitor. Several BTK inhibitors, such as, e.g., ibrutinib (IMBRUVICA®) and acalabrutinib (CALQUENCE®) have been FDA-approved for the treatment of e.g., CLL and MCL. Other BTK inhibitors include, but are not limited to, zanubrutinib, acalabrutinib, evobrutinib, tirabrutinib, fenebrutinib, pirtobrutinib, GS-4059 (NCT02457598), spebrutinib, HM71224, SNS-062, ABBV-105, LCB 03-0110 dihydrochloride, LFM-A13, PCI 29732, PF 06465469, M7583 (NCI Code C129710), or (-)-Terreic acid. [0071] An "anti-CD20 antibody" or "an antibody that binds to CD20" refers to an antibody that is capable of binding CD20 with sufficient affinity such that the antibody is useful as a diagnostic and/or therapeutic agent in targeting CD20. The extent of binding of an anti-CD20 antibody to an unrelated, non-CD20 protein is less than about 10% of the binding of the antibody to CD20 as measured, e.g., by a radioimmunoassay (RIA). Exemplary anti-CD20 antibodies include, but are not limited to, ublituximab, ofatumumab, ubinutuzumab, ibritumomab, tiuxetan, obinutuzumab, rituximab, rituximab- hyaluronidase, and ocrelizumab. [0072] As used herein, “Ikaros” refers to a human transcription factor belonging to the IKZF family of zinc-finger DNA-binding proteins associated with chromatin remodeling and regulation of hematopoietic cell development. The IKZF family consists of five members: Ikaros (encoded by the gene IKZF1), Helios (IKZF2), Aiolos (IKZF3), Eos (IKZF4), and Pegasus (IKZF5). These factors contain N-terminal zinc finger (ZF) domains, which are responsible for mediating direct interactions with DNA, and C-
terminal ZFs, which facilitate homo- and heterodimerization between IKZF family members. Powell, MD et al., Frontiers in Immunology 10, Article 1299 (2019). The zinc- finger 1 transcription factor gene “IKZF1” encoding Ikaros can be found at HGNC: 13176 or NCBI Entrez Gene: 10320. [0073] As used herein, the term “Ikaros-repressed gene” or “Ikaros-repressed gene signature” refers to a gene or number of genes, the transcription of which is inhibited when Ikaros binds to the promoter region of the gene. This inhibition of transcription leads to a decreased level of the transcript (mRNA) that can be assessed by, e.g., PCR.. For example, in some aspects, the transcripts of the Ikaros-repressed gene signature comprise one or more of TXNIP, CD36, CA2, YOD1, CFP, DENND3, YES1, NBEAL2, TMC8, PSTPIP2, CD97, DAAM1, NT5E, LYZ, SDK2, TSC22D4, GYPC, FAM129A, TPM3, GNAQ, and/or LUZP1. [0074] As used herein, the term “Ikaros-enhanced gene” or Ikaros-enhanced gene signature” refers to a gene or a number of genes, the transcription of which is increased when Ikaros binds to the promoter region of the gene. This activation of transcription leads to an increased level of the transcript (mRNA) that can be assessed by, e.g., PCR. For example, in some aspects, the transcripts of an Ikaros-enhanced gene signature comprise one or more of TCL1A, CBX5, HNRNPA0, PDHB, BCL2, DYNLL1, SUPT16H, CAMK2D, ALDH6A1, PPP2R5C, ERGIC1, BUB3, SORD, SEPHS1, CTNNBL1, CCT5, and/or APOBEC3G. [0075] As used herein, the term “proteomic profile” or “proteomic analysis” refers to the compilation of all the changes (increase or decrease) of the level of all the proteins that can be detected by a given method (e.g., mass spectrometry). [0076] As used herein, the term “decreased quantity of transcripts of an Ikaros-enhanced gene signature” refers to a decrease of mRNA molecules as measured by, e.g., PCR. The significance of a decrease can be assessed when multiple repeats are available. If not, the accepted threshold is a 2-fold change (value of 1 in Log2 scale). [0077] The quantity of a transcript of an Ikaros-repressed gene and/or a transcript of an Ikaros-enhanced gene is measured using various methods known in the art, including, e.g., amplification-based methods (e.g., Polymerase Chain Reaction (PCR), Real-Time Polymerase Chain Reaction (RT-PCR), Quantitative Polymerase Chain Reaction (qPCR), rolling circle amplification, etc.); hybridization-based methods (e.g., hybridization arrays (e.g., microarrays), NanoString analysis, Northern Blot analysis, branched DNA (bDNA)
signal amplification, in situ hybridization, etc.); and sequencing-based methods (e.g., next-generation sequencing (NGS) methods, for example, using the Illumina or Ion Torrent sequencing platforms). As used herein, the term ”rolling circle amplification” refers to a process of unidirectional nucleic acid amplification that can rapidly synthesize multiple copies of circular DNA or RNA molecules. As used herein, the term “NanoString analysis” refers to a process that is a variation of DNA microarray and uses molecular “barcodes” and microscopic imaging to detect and count up to several hundred transcripts in hybridization reactions. As used herein, the term “next-generation sequencing” (NGS) refers to sequencing platforms that perform sequencing of millions of small fragments of DNA in parallel and employ bioinformatics analysis to piece together the individual fragments by mapping the individual reads to a reference genome. As used herein, the term “branched DNA signal amplification” refers to an assay that uses support-bound small single stranded DNA capture molecules bound at a free end to DNA extender molecules, which extender molecules bind to DNA and/or RNA in a sample and the sample DNA and/or RNA in turn is bound by a label extender, a pre-amplifier and an enzyme-linked amplifier molecule to detect and quantify small amounts of DNA and/or RNA without a reverse transcription and/or PCR step. [0078] As used herein, the term “expression” refers to a process by which a polynucleotide produces a gene product, e.g., RNA or a polypeptide. It includes, without limitation, transcription of the polynucleotide into messenger RNA (mRNA) (also known as the “RNA transcript”), and the translation of mRNA into a polypeptide. Expression produces a "gene product." As used herein, a “gene product” can be, e.g., a nucleic acid, such as an RNA produced by transcription of a gene. As used herein, a “gene product” can be either a nucleic acid, RNA, or miRNA produced by the transcription of a gene, or a polypeptide which is translated from a transcript. Gene products described herein further include nucleic acids with post transcriptional modifications, e.g., polyadenylation or splicing, or polypeptides with post-translational modifications, e.g., phosphorylation, methylation, glycosylation, ubiquitination, acetylation, the addition of lipids, association with other protein subunits, or proteolytic cleavage. [0079] As used herein, the term “phosphoproteomic profile” or “phosphoproteomic analysis” refers to a type of proteomic analysis that comprises identifying, cataloguing, and/or characterizing proteins containing a phosphate group, including phosphorylated serine, threonine, and/or tyrosine residues. Phosphoproteomic analysis includes the
quantitative measurement of changes in phosphorylation (phosphorylation patterns or phosphorylation maps). Phosphoproteomic analysis may be performed by, e.g., mass spectrometry (MS), including, e.g., MALDI-TOF, ICP-MS, DART-MS, Secondary ion mass spectrometry (SIMS), Gas chromatography mass spectrometry (GC-MS), Liquid chromatography mass spectrometry (LC-MS), Crosslinking mass spectrometry (XL-MS), and Hydrogen-exchange mass spectrometry (HX-MS). [0080] As used herein, the term “phosphopeptide” refers to a peptide (short chain of between two and fifty amino acids, linked by peptide bonds) that incorporates one or more phosphate groups as a result of phosphorylation and is detected as a pair comprising the unmodified peptide and the phospho-peptide with an added mass of 80 daltons for each phosphorylated residue. [0081] As used herein, the term “phospho-flow” or “phospho-flow cytometry” refers to a technology that measures the phosphorylation state of intracellular proteins at the single cell level using labeled antibodies that bind phosphorylated amino acids such as phosphoserine, phosphothreonine, and phosphotyrosine within proteins. See, Krutzik, PO et al., Methods Mol Biol.699: 179-202 (2011). With different fluorescent labels attached to the antibodies, the relative quantity of each of phosphoserine, phosphothreonine, and phosphotyrosine within proteins of a single cell can be determined. [0082] "Western blot" is a well-known and widely used analytical technique in molecular biology to identify the presence of a specific single protein within a complex mixture of proteins. Generally, the proteins are run on gels to separate the proteins, followed by transfer of the protein from the gel to a solid support, such as nitrocellulose or a nylon membrane. The immobilized proteins are then exposed to antibodies with reactivity against an antigen of interest. The binding of the antibodies can be detected by various methods, including, e.g., the use of fluorescently labeled antibodies. [0083] Various aspects described herein are described in further detail in the following subsections. TG-1701 [0084] In some aspects, the BTK inhibitor used in the methods and kits described herein is (R)-4-amino-1-(1-(but-2-ynoyl)pyrrolidin-3-yl)-3-(4-(2,6-difluorophenoxy)phenyl)-
1,6-dihydro-7H-pyrrolo[2,3-d]pyridazin-7-one (TG-1701), or an isomer, polymorph, enantiomer, pharmaceutically acceptable salt, solvate, or prodrug thereof. [0085] In a preferred aspect, the BTK inhibitor is (R)-4-amino-1-(1-(but-2- ynoyl)pyrrolidin-3-yl)-3-(4-(2,6-difluorophenoxy)phenyl)-1,6-dihydro-7H-pyrrolo[2,3- d]pyridazin-7-one, also known as TG-1701, SHR-1459, or EBI-1459. The alternate chemical name for TG-1701 is (R)-1-(3-(4-amino-3-(4-(2,6-difluorophenoxy)phenyl)-7- hydroxy-1H-pyrrolo[2,3-d]pyridazin-1-yl)pyrrolidin-1-yl)but-2-yn-1-one. The terms “TG-1701” or “BTK inhibitor TG-1701” are used interchangeably and will be used predominantly herein. [0086] The chemical formula of TG-1701 is C26H21F2N5O3, and its molecular weight is 489.48 g/mol. TG-1701 has the following chemical structure:
[0087] TG-1701 is described in PCT Publication No. WO2016/007185 and U.S. Patent Nos.9,951,077 and 10,323,037, which are all incorporated by reference in their entireties. Crystalline forms of TG-1701 are described in PCT Publication No. WO2017/118277 and U.S. Patent No.10,626,116, and are also incorporated by reference in their entireties. [0088] TG-1701 is an orally available, covalently-bound, selectively irreversible inhibitor of BTK. TG-1701 has been shown to exhibit superior selectivity for BTK compared to other clinically available BTK inhibitors, such as ibrutinib and acalabrutinib. See, e.g., Normant, E. et al., Abstract 3973, European Hematology Association Annual Meeting, Stockholm, Sweden (June 14, 2018). TG-1701 was evaluated and compared to ibrutinib and/or acalabrutinib in numerous enzyme based, cell-based, and animal models. For example, TG-1701 was shown to be as active as ibrutinib (having comparable kinase inhibition IC50s against BTK - 3 nM and 1.5 nM, respectively), but with improved
selectivity for BTK in an in vitro whole kinome screening. Id. In addition, TG-1701 was 90-fold less active on EGFR compared to BTK with an IC50 of 270 nM and 3 nM respectively. Ibrutinib, however, was only 4.3-fold less active on EGFR compared to BTK with an IC50 of 6.4 nM and 1.5 nM respectively. Id. [0089] The inhibitory effect of TG-1701 on cell proliferation was measured in several cell lines (B-cell lymphomas). TG-1701 inhibited the growth of the follicular lymphoma (FL) DOHH-2, mantle cell lymphoma (MCL) Mino, and DLBCL SU-DHL-6 cell lines with IC50s of 369, 449, and 313 nM, respectively. TG-1701 inhibited the IgM-activated BCR pathway in DOHH-2 cells, in particular, the phosphorylation of BTK, PLCy2, and ERK1/2. In a cell-based assay, TG-1701 blocked IgM-dependent CD69 expression, adhesion of JEKO cells to VCAM-1, and CXCL12-dependent migration. Id. [0090] A fluorescent BTK-occupancy assay was developed and validated in vivo, in the spleen of mice, where BTK was found to be completely occupied after administration of a single dose of TG-1701 at 12.5 mg/kg. In vivo, the anti-tumor efficacy of TG-1701 was assessed in several lymphoma xenograft models, e.g., SU-DHL-6 (GCB-DLBCL), Mino (MCL), and OCI-Ly10 (ABC-DLBCL), where TG-1701 showed potent anti-tumor activity equivalent to or greater than ibrutinib and similar to the recently approved BTK inhibitor, acalabrutinib. In addition, the pharmacokinetic profile of TG-1701 allows for a once a day dosing. TG-1701 is a novel and highly selective, irreversible BTK inhibitor with potent in vitro and in vivo activity. Id. Methods of Treating B-NHL in a TG-1701 Responder [0091] Provided are methods of treating B-cell non-Hodgkin lymphoma (B-NHL) in a subject comprising administering a BTK inhibitor (BTKi) to a subject that is a BTK inhibitor responder. In a preferred aspect, the BTKi is TG-1701 and the subject is a TG- 1701 responder. [0092] As used herein, if prior to administration of TG-1701, a “responder of TG-1701” or a “TG-1701 responder” refers to a subject whose NHL cells contain at least one positive phosphopeptide on a sequence selected from SEQ ID NOs 1-95, in particular, SEQ ID NO: 1, as determined by Western blot and/or phospho-flow analysis.
[0093] As used herein, if after administration of TG-1701, a “responder of TG-1701” or a “TG-1701 responder” refers to a subject with a 50% or more tumor reduction from baseline following TG-1701 treatment, as determined by scan. [0094] As used herein, a “BTK inhibitor responder” or “BTKi responder” refers to the same definitions provided above for TG-1701, but for any non-TG-1701 BTK inhibitor, as described herein. [0095] In some aspects, the B-NHL cells of a BTKi responder contain at least one phosphopeptide that the B-NHL cells of a non-responder do not contain. [0096] In some aspects, the subject is a TG-1701 responder and the B-NHL cells of the TG-1701 responder contain at least one phosphopeptide that the B-NHL cells of a TG- 1701 non-responder do not contain. [0097] In some aspects, the subject has been determined to be a BTKi responder by quantifying phosphopeptides and/or phosphopolypeptides in the B-NHL cells of the subject. In some aspects, the subject has been determined to be a TG-1701 responder by quantifying phosphopeptides and/or phosphopolypeptides in the B-NHL cells of the subject. [0098] In some aspects, the subject is determined to be a BTKi responder by quantifying at least one phosphopeptide selected from SEQ ID NO: 1-95 in the B-NHL cells of the subject. In some aspect, the at least one phosphopeptide is SEQ ID NO: 1. [0099] In some aspects, the subject is determined to be a TG-1701 responder by quantifying at least one phosphopeptide selected from SEQ ID NO: 1-95 in the B-NHL cells of the subject. In some aspects, the at least one phosphopeptide is SEQ ID NO: 1. [0100] In some aspects, the subject is determined to be a BTKi responder by quantifying a phosphopolypeptide that comprises at least one phosphopeptide selected from SEQ ID NO: 1-95 in the B-NHL cells of the subject. In some aspects, the at least one phosphopeptide is SEQ ID NO: 1. [0101] In some aspects, the subject is determined to be a TG-1701 responder by quantifying a phosphopolypeptide that comprises at least one phosphopeptide selected from SEQ ID NO: 1-95 in the B-NHL cells of the subject. In some aspects, the at least one phosphopeptide is SEQ ID NO: 1. [0102] In some aspects, the phosphopeptide and/or phosphopolypeptide quantification is performed in B-NHL cells isolated from blood samples, biopsy samples and/or bone
marrow aspirates. The percentage of circulating B-NHL cancer cells in the samples of the subject can be from about 40% to about 98%. [0103] In some aspects, prior to initiation of treatment with a BTKi, the subject has been determined to be responsive to a BTKi according to a method comprising measuring the amount of phosphopeptides present in a sample of B-NHL cells of the subject. In some aspects, prior to initiation of treatment with TG-1701, the subject has been determined to be responsive to TG-1701 according to a method comprising measuring the amount of phosphopeptides present in a sample of B-NHL cells of the subject. [0104] In some aspects, after initiation of treatment with a BTKi, the subject is determined to be responsive to a BTKi according to a method comprising measuring the amount of phosphopeptides present in a sample of B-NHL cells of the subject. In some aspects, after initiation of treatment with TG-1701, the subject is determined to be responsive to TG-1701 according to a method comprising measuring the amount of phosphopeptides present in a sample of B-NHL cells of the subject. [0105] In some aspects, the method comprises providing B-NHL cells of a subject comprising polypeptides, extracting the polypeptides and enriching phosphopolypeptides from the polypeptide extract. In some aspects, peptides are prepared from the extracted phosphopolypeptides. In some aspects, the peptides are prepared using enzyme digestion. In some aspects, the phosphopolypeptides are enriched using immunoprecipitation, metal affinity chromatography, metal-oxide affinity chromatography, Phos-Tag chromatography, polymer-based metal ion affinity capture, hydroxyapatite chromatography, enrichment by chemical modification, and/or phosphopolypeptide precipitation. [0106] In some aspects, the ion affinity chromatography comprises iron (Fe3+), gallium (Ga3+), aluminium (Al3+), zirconium (Zr4+) or titanium (Ti4+) ion affinity chromatography or sequential iron (Fe3+), gallium (Ga3+), aluminium (Al3+), zirconium (Zr4+) or titanium (Ti4+) ion affinity chromatography. In some aspects, sequential ion affinity chromatography comprises phosphopolypeptide and/or phosphopeptide enrichment using TiO2 affinity chromatography followed by Fe-NTA chromatography of the TiO2 flow- through and wash fractions. In some aspects, sequential ion affinity chromatography comprises phosphopolypeptide and/or phosphopeptide enrichment using Fe-NTA chromatography followed by TiO2 chromatography of the Fe-NTA flow through and wash fractions. In some aspects, the phosphopolypeptides and/or phosphopeptides are
enriched using either TiO2 or Fe-NTA affinity chromatography. In some aspects, the ion affinity chromatography is immobilized ion affinity chromatography. In some aspects, the eluates obtained from any of the phosphopolypeptide and/or phosphopeptide enrichment procedures are fractionated before further processing. [0107] In some aspects, the enriched phosphopolypeptides are subjected to western blot or flow cytometry analysis using antibodies that bind to at least one polypeptide comprising at least one phosphopeptide selected from SEQ ID NO: 1-95. [0108] In some aspects, the enriched phosphopolypeptides are subjected to further immunoaffinity purification steps prior to performance of western blots and/or flow cytometry. In some aspects, the enriched phosphopolypeptides are subjected to immunoaffinity purification using at least one antibody that binds to a phosphorylated amino acid. In some aspects, the enriched phosphopolypeptides are subjected to immunoaffinity purification using at least one antibody that binds to phosphorylated serine, phosphorylated threonine, or a phosphorylated tyrosine. In some aspects, the phosphopolypeptide fractions eluted from the immunoaffinity purification step are subsequently subjected to western blot or flow cytometry analysis using at least one antibody that binds to at least one polypeptide comprising at least one phosphopeptide selected from SEQ ID NO: 1-95. In some aspects, the eluates that contain phosphoserine, phosphothreonine and/or phosphotyrosine consistent with the phosphopeptides of SEQ ID NO: 1-95 are further subjected to peptide sequencing. In some aspects, peptide sequencing of the eluted phosphopolypeptides comprises enzyme digestion to generate peptides and subjection to mass spectrometry. In some aspects, the samples that have been enriched for phosphopolypeptides and have been eluted from immunoaffinity purification steps as binding to at least one phosphorylated serine, at least one phosphorylated threonine, or at least one phosphorylated tyrosine and also bind to at least one antibody that binds to at least one polypeptide comprising at least one phosphopeptide selected from SEQ ID NO: 1-95 are further subjected to method steps that quantify in said samples at least one transcript of an Ikaros-repressed gene and/or at least one transcript of an Ikaros-enhanced gene such that the subject from which the sample was obtained is determined to be a TG-1701 responder. In some aspects, such combined determination of the presence of phosphopeptides selected from SEQ ID NO: 1-95 and determination of the presence of at least one transcript of an Ikaros-repressed gene and/or the absence of at least one transcript of an Ikaros-enhanced gene determines
that the subject is a TG-1701 responder. In some aspects, such combined determination is performed when mass spectrometry is not available. [0109] In some aspects, the enriched phosphopolypeptides are subjected to separate immunoaffinity purification steps using at least one antibody that binds to phosphorylated serine, at least one antibody that binds to phosphorylated threonine, and at least one antibody that binds to a phosphorylated tyrosine separately. In some aspects, the eluates of the separate immunoaffinity purification are subsequently subjected to western blot or flow cytometry analysis using at least one antibody that binds to at least one polypeptide comprising at least one phosphopeptide selected from SEQ ID NO: 1-95. In some aspects, the eluates that contain phosphoserine, phosphothreonine and/or phosphotyrosine consistent with the phosphopeptides of SEQ ID NO: 1-95 are further subjected to peptide sequencing. [0110] In some aspects, the phosphopolypeptides comprise one or more phosphopeptides selected from SEQ ID NO: 1-95. In some aspects, the B-NHL cells of the subject comprise 1 to about 95 phosphopeptides; or about 1 to 10, 11 to 20, 21 to 30, 31 to 40, 41 to 50, 51 to 60, 61 to 70, 72 to 80, 81 to 90 or 91-95 phosphopeptides. In some aspects, the B-NHL cells of the subject comprise 1 to 95, 2 to 5, 6 to 10, 11 to 15, 16 to 20, 21 to 25, 26 to 30, 31 to 35, 36 to 40, 41 to 45, 46 to 50, 51 to 55, 56 to 60, 61 to 65, 66 to 70, 71 to 75, 76 to 80, 81 to 85, 86 to 90, or 91 to 95 phosphopeptides. [0111] In some aspects, the B-NHL cells of the subject comprise 1 to about 95 phosphopeptides prior to a treatment with a BTKi and lack at least one of these phosphopeptide after treatment with a BTKi. [0112] In some aspects, the B-NHL cells of the subject comprise 1 to about 95 phosphopeptides prior to a treatment with TG-1701 and lack at least one of these phosphopeptide after treatment with TG-1701. [0113] In some aspects, the B-NHL cells of the BTKi responder contain at least one transcript of an Ikaros-repressed gene signature. [0114] In some aspects, the subject is a TG-1701 responder and the B-NHL cells of the TG-1701 responder contain at least one transcript of an Ikaros-repressed gene signature. [0115] In some aspects, the genes of an Ikaros-repressed gene signature comprise one or more of LUZP1, GYPC, BAALC, MAN1A1, RPS16, CPEB4, RAB1A, SERPINB6, TNK2, CD59, GOLGA9P, PRKCH, GNAQ, YPEL5, ZC3HAV1, KLF10, OLFML2A, GPR110, FAM160B1, C7orf41, BAALC, ARPC5L, MAP3K8, TIPARP, LRRFIP1,
CLEC2B, MCL1, CD97, DNAJB6, ITSN2, YES1, SOCS5, USP15, SEPT6, LRRFIP1, CPEB4, ARPC5L, TPM3, SERPINB9, MAN1A1, CISH, SIK1, KIF16B, NET1, synleurin, ETV6, AXUD1, YOD1, MSI2, HLA-DMA, PRKCH, SNORD89, RAB11FIP1, YPEL5, TIAM2, CCNL1, MXI1, STAT3, CYLD, GNAQ, RNF19A, BMPR1B, TMEM63A, CCNL1, CD302, PER1, N4BP2L1, IER5, MLL, FBXW7, ST18, ARPC5L, HINT1, KIAA1466, AHR, PFKFB3, LATS2, FLT1, SOCS3, DUSP26, ARID3B, CTDSP2, CFP, CPEB4, BMPR1B, TTYH2, NECAP2, KLF9, ETV6, KLF7, STX3, TMC8, PHTF2, SEC14L1, LRRC8C, SOCS1, ASB13, IL1RAP, HNRNPD, CUGBP2, EIF1, S100Z, RIPK2, SV2A, ANKRD28, NFKBIZ, CMTM7, SPON1, FGFR1OP2, SDK2, STX3, TSPYL2, PSTPIP2, CLEC2B, ZBTB8, MARCKS, DDX3X, LRRFIP1, DENND4A, C6orf204, ATXN1L, GBP5, SPTAN1, CD36, FLJ43663, KBTBD8, C1orf71, ID2, IRAK3, WDR1, C1QTNF4, MMP28, ARPC5L, TFEC, PDE4B, KLF9, HEMGN, FAM129A, RBM39, RNF103, ARHGAP24, DNAJB6, USP15, SMEK2, PER1, HEMGN, CNN3, LRP5L, CD99, CDADC1, PELI1, FLJ46875, PRDM2, RBM14, BHLHE40, NUDT4, PPP1R15A, JDP2, FGFR1OP2, MLL, CISH, MBNL1, RNF10, PDE4B, RC3H2, FKBP4, CDKN1A, ADNP2, RAB31, SIAH2, PPP1R16B, REL, SBDS, KLHL15, CDADC1, STK4, C17orf91, ID2B, ZFAND5, SEMA6A, REV3L, MAFF, FAM13A1, NRXN3, GREM1, GBP5, MSI2, INPP5D, CLK1, PLXND1, RYK, TMEM70, NPDC1, MARCKS, RGPD4, RGPD5, RGPD6, RGPD8, CUL1, TLE4, MKNK1, ATXN1L, LATS2, NFKBIA, SDHA, SDHALP1, SDHALP2, SPON1, MLLT3, H2AFY, KLF13, PPP1R15A, RNF12, SEMA6A, CSF3R, MAP4K3, ARHGAP24, MMP28, HBS1L, AUTS2, C4orf15, RC3H2, NUDT4P1, ARF1, STAM, TP53INP1, STK17B, TLE4, GRB10, GADD45B, IFITM1, SBDS, PVRL2, C10orf18, NBEAL2, CREB5, IL8, NRXN3, FNIP1, MUC4, SERPINB9, UBE2D3, CD36, PCF11, ZFP36L2, UBE2H, AGPS, LRRFIP1, IFITM1, C5orf41, BCLAF1, FAM65B, CYTIP, RANBP2, MLLT3, PDE4B, C10orf54, DENND3, RANBP2, RGPD1, RGPD2, RGPD3, RGPD4, RGPD5, RGPD6, RGPD7, RGPD8, TP53INP1, RRAS2, MGLL, SLC2A3, NUDT4, H1F0, SOCS2, CYGB, H2AFY, AHCTF1, ARHGAP24, BIN2, MYO10, LYZ, ARF6, CYYR1, JUND, AGAP3, GADD45B, KLF7, LST1, UBE2E3, IGJ, GADD45A, HHIP, DUSP5, ARHGAP24, RAB31, TP53INP2, GLIPR1, USP53, PLXND1, RUNX3, SLC37A3, TTC39C, SHANK3, MXD1, IREB2, CD55, TRA2A, ARF1, NDFIP1, LST1, MDFIC, XIST, RUFY3, ID1, RAPGEF3, RTN4, HBS1L, FRMD8, MUC4, ALDH2, SAMSN1, GRAP, ICAM3, SF1, SMCHD1, WNT9A, STRAP, TARP, TRGC2, UPP1,
TRAK2, CA1, UBE2H, MARCH8, TSC22D4, AGPS, CDKN2C, XIST, ANKRD28, ZFAND5, DUSP6, RYK, HBG1, HBG2, ZFP36L2, ATF3, SERTAD1, RAB31, DUSP6, RANBP2, LPIN1, NT5E, TXNIP, DNAJC1, G0S2, GREM1, RNF125, CTDSPL, RGPD5, RGPD6, RGPD8, AFF4, CD200, WHDC1, CCNH, RIN3, TUBB2A, HLA- DQA1, ARRDC3, FAM46C, CA2, TRBC1, TRBC2, FLJ14213, and/or CREG1. [0116] In some aspects, the genes of an Ikaros-repressed gene signature comprise one or more of TXNIP, CD36, CA2, YOD1, CFP, DENND3, YES1, NBEAL2, TMC8, PSTPIP2, CD97, DAAM1, NT5E, LYZ, SDK2, TSC22D4, GYPC, FAM129A, TPM3, GNAQ, and/or LUZP1. [0117] In some aspects, the B-NHL cells of the BTK inhibitor responder lack at least one transcript of an Ikaros-enhanced gene signature. [0118] In some aspects, the B-NHL cells of a TG-1701 responder lack at least one transcript of an Ikaros-enhanced gene signature. [0119] In some aspects, the genes of an Ikaros-enhanced gene signature comprise one or more of ZHX2, GLT8D1, FLI1, TCL1A, ZFP36L1, BDH2, HNRNPA0, EFTUD1, PLEKHA2, C14orf142, BUB3, YWHAB, QRSL1, CCND3, FMNL2, MGC3032, TTRAP, KIAA1430, CUTC, MRPL46, DBN1, CD22, BCORL1, GINS3, UBE2V2, AEBP1, BTK, HDDC2, PDHB, C21orf59, FAIM, CAMK2D, VTA1, EIF2S1, VRK1, UBLCP1, LOC93622, SEPHS1, PPID, C1orf59, ARPP-21, LMNB1, BACH2, LOC116236, DPY19L3, SDCCAG10, CCT5, PDIA6, PPP2R5C, CECR5, LOC90925, GINS3, PDE4A, AHCYL1, BID, MRFAP1L1, ARL11, FAM98B, ALDH6A1, ZFP36L1, PTGER4, PFDN6, IGLL3, SLC35F2, NCF4, ZEB2, OPN3, ECHDC1, BACH2, DAAM1, ECHDC1, PFDN6, PLCG2, APOBEC3G, MSH2, IL28RA, ALDH18A1, EIF2S1, EEF1E1, NCF4, MSH6, OPN3, SLC16A1, C5orf33, DYNLL1, RALA, MAP3K1, SAC3D1, KIAA0802, SUPT16H, PHYH, MRPL13, VPS35, SFRS7, EHD3, C21orf45, TBC1D4, MRPS31, AFF3, FMNL2, C5orf13, DHFR, ERGIC1, MAGEH1, BCL2, PGM2, FADS3, ZFX, RASGRP1, MARCKSL1, TRAC, CLTC, P4HA2, MSH6, C14orf119, TNS3, KIAA0746, SERINC2, SORD, PRAGMIN, HS6ST2, IGLL1, FABP5, FABP5L2, FABP5L7, SMARCC1, BAHCC1, HMGB3, RSRC1, CAPN3, BLK, CBX5, HS6ST2, CTNNBL1, CDCA7, MTHFD2, RASSF4, and/or QDPR. [0120] In some aspects, the genes of an Ikaros-enhanced gene signature comprise one or more of TCL1A, CBX5, HNRNPA0, PDHB, BCL2, DYNLL1, SUPT16H, CAMK2D,
ALDH6A1, PPP2R5C, ERGIC1, BUB3, SORD, SEPHS1, CTNNBL1, CCT5, and/or APOBEC3G. [0121] Throughout the present disclosure, unless otherwise indicated, standard gene symbols, such as those listed above and in Tables 5 and 7, found in community databases specific to human proteins (e.g., www.genenames.org) have been utilized. One skilled in the art would be familiar with these databases in order to identify a particular standard gene name (or the protein it encodes) from its standard gene symbol. [0122] In some aspects, the quantity of a transcript of an Ikaros-repressed gene and/or a transcript of an Ikaros-enhanced gene is measured using various suitable methods known in the art, including, e.g., amplification-based methods (e.g., Polymerase Chain Reaction (PCR), Real-Time Polymerase Chain Reaction (RT-PCR), Quantitative Polymerase Chain Reaction (qPCR), rolling circle amplification, etc.); hybridization-based methods (e.g., hybridization arrays (e.g., microarrays), NanoString analysis, Northern Blot analysis, branched DNA (bDNA) signal amplification, in situ hybridization, etc.); and sequencing- based methods (e.g., next-generation sequencing (NGS) methods, for example, using the Illumina or Ion Torrent sequencing platforms). [0123] In some aspects, the quantity of transcripts is determined by at least one amplification-based method. In some aspects, the amplification-based method is Polymerase Chain Reaction (PCR), Real-Time Polymerase Chain Reaction (RT-PCR), Quantitative Polymerase Chain Reaction (qPCR), or rolling circle amplification. In a preferred aspect, the amplification-based method is qPCR. [0124] In some aspects, the quantity of transcripts is determined by at least one non- amplification-based method. In some aspects, the non-amplification-based method is a hybridization-based method or a sequencing-based method. In some aspects, the hybridization-based method is a microarray, Nanostring analysis, Northern Blot analysis, branched DNA (bDNA) signal amplification, or in situ hybridization. In some aspects, the sequencing-based method is a next-generation sequencing (NGS) method. [0125] In some aspects, the quantity of transcripts is determined by a combination of amplification-based and non-amplification-based methods. [0126] In some aspects, prior to initiation of treatment with a BTKi, the subject has been determined to be responsive to a BTKi according to a method comprising measuring the amount of at least one transcript of a gene of an Ikaros-repressed gene signature in a sample of B-NHL cells of the subject. In some aspects, prior to initiation of treatment
with TG-1701, the subject has been determined to be responsive to TG-1701 according to a method comprising measuring the amount of at least one transcript of a gene of an Ikaros-repressed gene signature in a sample of the B-NHL cells of the subject. [0127] In some aspects, prior to initiation of treatment with a BTKi, the subject has been determined to be responsive to a BTKi according to a method comprising measuring in a sample of B-NHL cells of the subject, the amount of at least one transcript of a gene of an Ikaros-enhanced gene signature, wherein the at least one transcript is either not detectable in the B-NHL cells of the subject or is measured at levels lower than in the B-NHL cells of a subject that is not a BTKi responder. [0128] In some aspects, prior to initiation of treatment with TG-1701, the subject has been determined to be responsive to TG-1701 according to a method comprising measuring in a sample of B-NHL cells of the subject, the amount of at least one transcript of a gene of an Ikaros-enhanced gene signature, wherein the at least one transcript is either not detectable in the B-NHL cells of the subject or is measured at levels lower than in the B-NHL cells of a subject that is not a TG-1701 responder. [0129] In some aspects, prior to initiation of treatment with a BTKi, the subject has been determined to be responsive to a BTKi according to a method comprising measuring in a sample of B-NHL cells of the subject the amount of at least one transcript of a gene of an Ikaros-enhanced gene signature and the amount of at least one transcript of a gene of an Ikaros-repressed gene signature. [0130] In some aspects, prior to initiation of treatment with TG-1701, the subject has been determined to be responsive to TG-1701 according to a method comprising measuring in a sample of B-NHL cells of the subject the amount of at least one transcript of a gene of an Ikaros-enhanced gene signature and the amount of at least one transcript of a gene of an Ikaros-repressed gene signature. [0131] In some aspects, the subject has not been treated for B-NHL prior to quantifying the amount of at least one transcript of a gene of an Ikaros-repressed gene signature and at least one transcript of a gene of an Ikaros-enhanced gene signature in the B-NHL cells of the subject. [0132] In some aspects, the subject has been treated for B-NHL prior to quantifying the amount of at least one transcript of a gene of an Ikaros-repressed gene signature and at least one transcript of a gene of an Ikaros-enhanced gene signature in the B-NHL cells of the subject.
[0133] In some aspects, the subject has been treated with a compound and/or a combination of compounds including, but not limited to, cyclophosphamide, doxorubicin, vincristine, and prednisone (CHOP) without or with a monoclonal antibody, including, but not limited to, rituximab (R-CHOP); dose-adjusted etoposide, doxorubicin and cyclophosphamide with vincristine, prednisone and rituximab (DA-EPOCH-R); cyclophosphamide, vincristine, prednisone (CVP); cyclophosphamide, doxorubicin, vincristine, and prednisone (CHOP) alternating with rituximab and cytarabine; cyclophosphamide, vincristine, doxorubicin, and high-dose methotrexate (CODOX-M) alternating with ifosfamide, etoposide, and cytarabine; etoposide, prednisone, vincristine, cyclophosphamide, and doxorubicin (EPOCH); chlorambucil or cyclophosphamide with rituximab; lenalidomide with rituximab; chlorambucil, fludarabine, bendamustine without or with rituximab or obinutuzumab; ibrutinib without or with rituximab; bortezomib; carfilzomib; ixazomib; oprozomib; cladribine; fludarabine; pentostatin; lenalidomide; ibrutinib; acalabrutinib; zanubrutinib; ibrutinib, acalabrutinib, zanubrutinib; ACP-196; AVL-292; venetoclax; idelalisib; buparlisib; alisertib; duvelisib; rituximab; pembrolizumab; obinutuzumab; as ulocuplumab; radioactive monoclonal antibody ibritumomab; selinexor; everolimus; temsirolimus; panobinostat; romidepsin; belinostat; radiation; stem cell transplant; or CAR T-cell therapy including, but not limited to, brexucabtagene autoleucel. [0134] In some aspects, the methods according to the invention comprise administering to a subject a therapeutically effective amount of a BTKi. [0135] In some aspects, the BTKi is ibrutinib, zanubrutinib, acalabrutinib, evobrutinib, tirabrutinib, fenebrutinib, pirtobrutinib, GS-4059 (NCT02457598), spebrutinib, HM71224, SNS-062, ABBV-105, LCB 03-0110 dihydrochloride, LFM-A13, PCI 29732, PF 06465469, M7583 (NCI Code C129710), or (-)-Terreic acid or a BTK degrader including DD 03-171. [0136] In some aspects, the methods according to the invention comprise administering to a subject a therapeutically effective amount of the BTK inhibitor TG-1701. [0137] In some aspects, TG-1701 is administered at a dose of about 50 mg/d to about 800 mg/d. In some aspects, TG-1701 is administered at a dose from about 60 mg/d to about 700 mg/d; about 70 mg/d to about 600 mg/d; about 80 mg/d to about 500 mg/d; about 90 mg/d to about 450 mg/d or about 100 mg/d to about 400 mg/d. In some aspects, TG-1701
is administered at about 100 mg/d, about 150 mg/d, about 200 mg/d; about 250 mg/d, about 300 mg/d, about 350 mg /d, or about 400 mg/d. [0138] In some aspects, TG-1701 is administered in combination with an anti-CD20 antibody. In some aspects, the anti-CD20 antibody is rituximab, obinutuzumab, ofatumumab, or ublituximab. In some aspects, the anti-CD20 antibody is ublituximab. [0139] In some aspects, TG-1701 is administered in combination with a dual PI3Kδ and casein kinase-1ε inhibitor. In some aspects, the dual PI3Kδ and casein kinase-1ε inhibitor is umbralisib. [0140] In some aspects, TG-1701 is administered with a PI3Kδ inhibitor, such as, e.g., duvelisib, idelalisib, zandelisib, or copanlisib. [0141] In some aspects, TG-1701 is administered at a dose of about 50 mg/d to about 800 mg/d in combination with an anti-CD20 antibody. In some aspects, TG-1701 is administered at a dose from about 60 mg/d to about 700 mg/d; about 70 mg/d to about 600 mg/d; about 80 mg/d to about 500 mg/d; about 90 mg/d to about 450 mg/d or about 100 mg/d to about 400 mg/d in combination with an anti-CD20 antibody. In some aspects, TG-1701 is administered at about 100 mg/d, about 150 mg/d, about 200 mg/d; about 250 mg/d, about 300 mg/d, about 350 mg /d, or about 400 mg/d in combination with an anti-CD20 antibody. [0142] In some aspects, TG-1701 is administered at a dose of about 50 mg/d to about 800 mg/d in combination with umbralisib. In some aspects, TG-1701 is administered at a dose from about 60 mg/d to about 700 mg/d; about 70 mg/d to about 600 mg/d; about 80 mg/d to about 500 mg/d; about 90 mg/d to about 450 mg/d or about 100 mg/d to about 400 mg/d in combination with umbralisib. In some aspects, TG-1701 is administered at about 100 mg/d, about 150 mg/d, about 200 mg/d; about 250 mg/d, about 300 mg/d, about 350 mg /d, or about 400 mg/d in combination with umbralisib. [0143] In some aspects, TG-1701 is administered at a dose of about 50 mg/d to about 800 mg/d in combination with an anti-CD 20 antibody and umbralisib. In some aspects, TG- 1701 is administered at a dose from about 60 mg/d to about 700 mg/d; about 70 mg/d to about 600 mg/d; about 80 mg/d to about 500 mg/d; about 90 mg/d to about 450 mg/d or about 100 mg/d to about 400 mg/d in combination with an anti-CD20 antibody and umbralisib. In some aspects, TG-1701 is administered at about 100 mg/d, about 150 mg/d, about 200 mg/d; about 250 mg/d, about 300 mg/d, about 350 mg /d, or about 400 mg/d in combination with an anti-CD20 antibody and umbralisib.
[0144] In some aspects, umbralisib is administered at a dose from about 200 mg/d to about 1000 mg/d, about 250 mg/d to about 900 mg/d, about 300 mg/d to about 850 mg/d, about 350 mg/d to about 800 mg/d, about 400 mg/d to about 750 mg/d, about 450 mg/d to about 700 mg/d, about 500 mg/d to 650 mg/d, or about 400 mg/d, about 600 mg/d or about 800 mg/d. [0145] In some aspects, the anti-CD20 antibody is administered at 500 mg/d to about 1200 mg/d, or about 600 mg/d to about 1000 mg/d, about 700 mg/d to about 900 mg/d, or about 650 mg/d, 700 mg/d, 750 mg/d, 800 mg/d, 850 mg/d, or 900 mg/d. [0146] In some aspects, TG-1701 is administered on a daily schedule. In some aspects, TG-1701 is administered twice a day, three times a day, or four times a day. In some aspects, TG-1701 is administered every other day. In some aspects, TG-1701 is administered once every three days. In some aspects, TG-1701 is administered on a weekly schedule. In some aspects, TG-1701 is administered on a once every two weeks schedule. In some aspects, TG-1701 is administered on a once every three weeks schedule. In some aspects, TG-1701 is administered on a once every four weeks schedule. [0147] In some aspects, TG-1701, the anti-CD20 antibody and/or umbralisib are administered once a day. In some aspects, TG-1701, the anti-CD20 antibody and/or umbralisib are administered twice a day. In some aspects, TG-1701, the anti-CD20 antibody and/or umbralisib are administered three times a day. In some aspects, TG-1701, the anti-CD20 antibody and/or umbralisib are administered four times a day. In some aspects, TG-1701, the anti-CD20 antibody and/or umbralisib are administered every other day. In some aspects, TG-1701, the anti-CD20 antibody and/or umbralisib are administered every three days. In some aspects, TG-1701, the anti-CD20 antibody and/or umbralisib are administered once a week. In some aspects, TG-1701, the anti-CD20 antibody and/or umbralisib are administered on a once every two weeks schedule. In some aspects, TG-1701, the anti-CD20 antibody and/or umbralisib are administered on a once every three weeks schedule. In some aspects, TG-1701, the anti-CD20 antibody and/or umbralisib are administered on a once every four weeks schedule. [0148] In some aspects, TG-1701 is administered every day and the anti-CD20 antibody and/or umbralisib are administered once every other day. In some aspects, TG-1701 is administered every day and the anti-CD20 antibody and/or umbralisib are administered once every three days. In some aspects, TG-1701 is administered every day and the anti-
CD20 antibody and/or umbralisib are administered on a weekly schedule. In some aspects, TG-1701 is administered every day and the anti-CD20 antibody and/or umbralisib are administered on a once every two weeks schedule. In some aspects, TG- 1701 is administered every day and the anti-CD20 antibody and/or umbralisib are administered on a once every three weeks schedule. In some aspects, TG-1701 is administered every day and the anti-CD20 antibody and/or umbralisib are administered on a once every four weeks schedule. In some aspects, TG-1701 is administered every day and the anti-CD20 antibody and/or umbralisib are administered on a once every eight weeks schedule. [0149] In some aspects, TG-1701 is administered every other day and the CD20 antibody and/or umbralisib are administered every day. In some aspects, TG-1701 is administered every other day and the CD20 antibody and/or umbralisib are administered once every three day. In some aspects, TG-1701 is administered every other day and the anti-CD20 antibody and/or umbralisib are administered once a week. In some aspects, TG-1701 is administered every other day and the anti-CD20 antibody and/or umbralisib are administered once every two weeks. In some aspects, TG-1701 is administered every other day and the anti-CD20 antibody and/or umbralisib are administered once every three weeks. In some aspects, TG-1701 is administered every other day and the anti- CD20 antibody and/or umbralisib are administered once every four weeks. [0150] In some aspects, TG-1701 is administered every three days and the anti-CD20 antibody and/or umbralisib are administered every day. In some aspects, TG-1701 is administered every three days and the anti-CD20 antibody and/or umbralisib are administered every other day. In some aspects, TG-1701 is administered every three days and the anti-CD20 antibody and/or umbralisib are administered once every three days. In some aspects, TG-1701 is administered every three days and the anti-CD20 antibody and/or umbralisib are administered once a week. In some aspects, TG-1701 is administered every three days and the anti-CD20 antibody and/or umbralisib are administered once every two weeks. In some aspects, TG-1701 is administered every three days and the anti-CD20 antibody and/or umbralisib are administered once every three weeks. In some aspects, TG-1701 is administered every three days and the anti- CD20 antibody and/or umbralisib are administered once every four weeks. [0151] In some aspects, TG-1701 is administered once a week and the anti-CD20 antibody and/or umbralisib are administered every day. In some aspects, TG-1701 is
administered once a week and the anti-CD20 antibody and/or umbralisib are administered every other day. In some aspects, TG-1701 is administered once a week and the anti- CD20 antibody and/or umbralisib are administered every three days. In some aspects, TG-1701 is administered once a week and the anti-CD20 antibody and/or umbralisib are administered once every two weeks. In some aspects, TG-1701 is administered once a week and the anti-CD20 antibody and/or umbralisib are administered once every three weeks. In some aspects, TG-1701 is administered once a week and the anti-CD20 antibody and/or umbralisib are administered once every four weeks. [0152] In some aspects, TG-1701 is administered in combination with an anti-CD20 antibody and umbralisib, wherein TG-1701 is administered daily, every other day, every three days, once a week, once every two weeks, once every three weeks or once every four weeks and the anti-CD20 antibody is administered daily, every other day, every three days, once a week, once every two weeks, once every three weeks or once every four weeks and umbralisib is administered daily, every other day, every three days, once a week, once every two weeks, once every three weeks or once every four weeks. Methods of Identifying a BTKi Responder [0153] Also provided are methods of identifying a subject that suffers from B-cell non- Hodgkin lymphoma (B-NHL) as a BTKi responder. In a preferred aspect, the BTKi is TG-1701 and the subject is a TG-1701 responder. [0154] In some aspects, the method comprises quantifying at least one phosphopeptide selected from SEQ ID NO: 1-95 in the B-NHL cells of the subject. In some aspects, the at least one phosphopeptide is SEQ ID NO: 1 (Ikaros). [0155] In some aspects, the method comprises quantifying at least one protein that comprises a phosphopeptide selected from SEQ ID NO: 1-95 in the B-NHL cells of the subject. In some aspects, the at least one protein comprises at least one phosphopeptide is SEQ ID NO: 1. [0156] In some aspects, the presence of the at least one phosphopeptide is determined by western blot and/or phospho-flow analysis. [0157] In some aspects, the phosphopeptide and/or phosphopolypeptide quantification is performed in B-NHL cells isolated from blood samples, biopsy samples and/or bone
marrow aspirates. The percentage of circulating B-NHL cancer cells in the samples of the subject can be from about 40% to about 98%. [0158] In some aspects, the method comprises, prior to initiation of treatment with a BTKi, measuring the amount of phosphopeptides present in a sample of B-NHL cells of the subject. In some aspects, the method comprises, prior to initiation of treatment with TG-1701, measuring the amount of phosphopeptides present in a sample of B-NHL cells of the subject. [0159] In some aspects, the method comprises, after initiation of treatment with a BTKi, measuring the amount of phosphopeptides present in a sample of B-NHL cells of the subject. In some aspects, the method comprise, after initiation of treatment with TG-1701, measuring the amount of phosphopeptides present in a sample of B-NHL cells of the subject. [0160] In some aspects, the method comprises providing B-NHL cells of a subject comprising polypeptides, extracting the polypeptides and enriching phosphopolypeptides from the polypeptide extract. In some aspects, peptides are prepared from the extracted phosphopolypeptides. In some aspects, the peptides are prepared using enzyme digestion. In some aspects, the phosphopolypeptides are enriched using immunoprecipitation, metal affinity chromatography, metal-oxide affinity chromatography, Phos-Tag chromatography, polymer-based metal ion affinity capture, hydroxyapatite chromatography, enrichment by chemical modification, and/or phosphopolypeptide precipitation. [0161] In some aspects, the enriched phosphopolypeptides are subjected to western blot or flow cytometry phosph-flow analysis using antibodies that bind to at least one polypeptide comprising at least one phosphopeptide selected from SEQ ID NO: 1-95. [0162] In some aspects, the method comprises quantifying at least one transcript of an Ikaros-repressed gene and/or at least one transcript of an Ikaros-enhanced gene by measured transcript quantity using various methods known to those skilled in the art, including, e.g., amplification-based methods (e.g., Polymerase Chain Reaction (PCR), Real-Time Polymerase Chain Reaction (RT-PCR), Quantitative Polymerase Chain Reaction (qPCR), rolling circle amplification, etc.); hybridization-based methods (e.g., hybridization arrays (e.g., microarrays), NanoString analysis, Northern Blot analysis, branched DNA (bDNA) signal amplification, in situ hybridization, etc.); and sequencing-
based methods (e.g., next-generation sequencing (NGS) methods, for example, using the Illumina or Ion Torrent sequencing platforms). [0163] In some aspects, the method comprises, prior to initiation of treatment with a BTKi, measuring the amount of at least one transcript of a gene of an Ikaros-repressed gene signature in a sample of B-NHL cells of the subject. In some aspects, the method comprises, prior to initiation of treatment with a BTKi, measuring the amount of at least one transcript of a gene of an Ikaros-enhanced gene signature in a sample of the B-NHL cells of the subject. [0164] In some aspects, the method comprises, after initiation of treatment with a BTKi, measuring the amount of at least one transcript of a gene of an Ikaros-repressed gene signature in a sample of B-NHL cells of the subject. In some aspects, the method comprises measuring prior to initiation of treatment with a BTKi, in a sample of B-NHL cells of the subject the amount of at least one transcript of a gene of an Ikaros-enhanced gene signature, wherein the at least one transcript is either not detectable in the B-NHL cells of the subject or is measured at levels lower than in the B-NHL cells of a subject that is not a BTKi responder. Kits [0165] In some aspects, the present disclosure provides a kit comprising a combination of antibodies and, optionally, reagents packaged in a manner that facilitates their use to practice the methods of the present disclosure. [0166] In some aspects, a kit comprises: (i) at least one antibody that binds to at least one phosphopeptide selected from SEQ ID NOs: 1-95; (ii) optionally, reagents to perform a western blot analysis; and/or reagents to perform a phospho-flow analysis; and (iii) instructions for treating B-NHL in a TG-1701 inhibitor responder according to any of the methods described herein. In some aspects, the at least one phosphopeptide is SEQ ID NO: 1 (Ikaros). [0167] In some aspects, the kit further comprises reagents to perform a Polymerase Chain Reaction (PCR), Real-Time Polymerase Chain Reaction (RT-PCR), Quantitative Polymerase Chain Reaction (qPCR), or rolling circle amplification. [0168] In some aspects, the kit further comprises reagents to perform a microarray, Nanostring analysis, Northern Blot analysis, branched DNA (bDNA) signal amplification, next-generation sequencing (NGS) method, or in situ hybridization.
[0169] The following examples are offered by way of illustration and not by way of limitation. EXAMPLES PATIENTS, MATERIALS AND METHODS Patients [0170] Blood samples were obtained from six CLL patients treated in the NCT03671590 phase I clinical trial (Table 3). Relapsed/refractory patients with either del(17p) or TP53 mutations, or over the age of 65 years were eligible for the trial and treated with TG- 1701, orally once daily until disease progression or the occurrence of intolerable side effects. Patients received either 200 mg, 300 mg, or 400 mg TG-1701 daily (Table 3). [0171] Peripheral blood mononuclear cells (PBMC) from the six CLL patients were obtained at cycle 1, day 1 (C1D1) pretreatment and 4 hours post treatment. [0172] On the first day of treatment, white blood cells were counted (WBC), the absolute lymphocyte count (ALC) calculated, and the individual normal lower and upper limits for ALC were calculated (Table 4). The percentage of CLL cells in each sample was the ratio of ALC subtracted from highest normal ALC and divided by total ALC. Cell Lines [0173] Seven MCL (REC-1GFP+LUC+, Jeko-1, UPN-1, UPN-IbruR, Granta-519, Z-138 and Mino-1), two ABC-DLBCL (OCI-Ly3 and HBL-1), and two FL (DoHH2 and RL) cell lines were cultured as described elsewhere (Balsas, P et al., J Hematol Oncol 10:80 (2017); Body, S. et al., Sci. Rep.7: 13946 (2017)). All cultures were routinely tested for Mycoplasma infection by PCR and the identity of all cell lines was verified by using an AmpFISTR identifier kit (Thermo Fisher). Generation of BTKC481S and BTKKO cell lines by CRISPR-Cas9 [0174] The generation of a CRISPR-Cas9 gene editing tool was employed to edit the REC-1GFP+LUC+ cell line to create either a BTK knockout and also to insert a C to S point mutation at 481 residue in BTK protein.0.5 x 106 REC-1GFP+LUC+ cells were electroporated with 36 pmol SpCas9 Nuclease V3, 44 pmol CRISPR-Cas9 tracRNA,
ATTO 550, 44 pmol Alt-R CRISPR-Cas9 crRNA Hs.Cas9.BTK.1.AC (BTKKO 5´- ATGAGTATGACTTTGAACGTGGG-3`) (SEQ ID NO: 214), 44 pmol CRISPR-Cas9 crRNA XT BTK (BTKC481S 5’-GUAGUUCAGGAGGCAGCCAU-3’) (SEQ ID NO: 215), 44 pmols Alt-R Cas9 Electroporation Enhancer, and 36 pmols BTK Ultramer DNA Oligo (BTKC481S
(SEQ ID NO: 216) (IDT-Integrated DNA Technologies). Electroporation was performed using Neon Transfection System (Thermo Fisher) at 1600 V, 20 ms, and 10 μL tip. Cells were then plated in a 24-well plate for 10 days, changing the culture medium every 3 days. Protein lysates were collected from REC-1 BTKKO cells to assess BTK levels by Western blot. REC-1 BTKC481S cells were resuspended in 96-well plates with a limiting dilution of 0.3 cells per well. After 20 days, REC-1 BTKC481S single clones were analyzed by PCR amplification with BTK primers
and digestion with EaeI (NEB) restriction enzyme. Positive clones were validated by Sanger Sequencing. Drugs [0175] TG-1701 was provided by TG Therapeutics, Inc. Ibrutinib was purchased from Selleckchem. Xenograft mouse model and immunohistochemical staining [0176] In the Mino MCL xenograft model, tumor-bearing 6-7 week-old nude mice (Shanghai Ling Chang experimental animal Co., Ltd.) were dosed orally with TG-1701 (25, 50, or 100 mg/kg, orally, twice a day (bid)), ibrutinib (100 mg/kg, orally, bid), or vehicle for 21 days. In REC-1 and UPN-IbruR xenografts, CB17-SCID mice (Janvier Labs) were inoculated subcutaneously with 107 REC-1GFP+Luc+ cells or UPN-IbruR cells and monitored for tumor growth, bioluminescence signal, and vital parameters as previously described (Body, S et al., Sci Rep.7:13946 (2017)). Tumor-bearing mice received either TG-1701 (25 mg/kg, qw/qd) or ibrutinib (25 mg/kg, qd) for 17 days (qd = each day; qw = each week). Tumor samples were snap-frozen in OCT medium (Sakura
Tissue Tek) or formalin-fixed and paraffin-embedded prior to immunohistochemical staining with primary antibodies against Ikaros (Cell Signaling Technology), CD20 (Beckman Coulter), NCAM (also known as CD56), and granzyme B (Abcam). Preparations were evaluated using an Olympus microscope and MicroManager software. Western Blot [0177] Total and nuclear protein extracts were obtained from MCL cell lines and tumor specimens using RIPA (Sigma-Aldrich), the Nuclear/Cytosol Fractionation Kit (BioVision), and T-PER (Thermo Scientific) buffers, respectively, and subjected to SDS- PAGE, as previously described (Pérez-Galán, P et al., Blood 117:542-552 (2011); Esteve-Arenys, A et al., Oncogene 37:1830-1844 (2018)). [0178] Membrane-transferred proteins were revealed by incubating with primary antibodies against p-BTK-Tyr223, BTK, p-ERK1/2, p-PLCγ2, PLCγ2, p-AKT-Ser473, AKT, Ikaros, MYC (Cell Signaling Technology), ERK1/2 and IRF4 (Santa Cruz Biotechnology), and appropriate anti-rabbit (Cell Signaling) or anti-mouse (Sigma- Aldrich) secondary antibodies followed by chemiluminescence detection using the ECL system (Pierce) and a Fusion FX imaging system (Vilber Lourmat). Anti-GAPDH (Santa Cruz) detection was carried out to check protein loading. Proteomic and Phosphoproteomic Profiling in Patients [0179] Peripheral blood mononuclear cells (PBMCs) were obtained from a total of six CLL patients before (PRE) and after 4 hour treatment (POST) with TG-1701 (Table 3) using standard Ficoll-Hypaque density gradient. Proteins were extracted by adding a Urea-based buffer (6M Urea, 100mM Tris-HCl pH 7.5), followed by sonication in a bioruptor (10 ON/OFF cycles, 30s each). The supernatants were recovered by centrifugation (15,000g for 10min at 4ºC) and the proteins precipitated by adding 100% trichloroacetic acid (TCA) for 1h at 4ºC. The resulting proteins pellets were recovered by centrifugation at 15,000g for 5 min at 4ºC and subsequently washed twice with chilled acetone (30 min each). The pellets were recovered and then resuspended in 6M Urea, 100mM Tris-HCl pH 7.5. Finally, the samples were quantified with the RCDC® Protein Assay Kit (Biorad). All the proteins samples were sequentially digested with Lys-C (1:25, enzyme-to-protein ratio for 18h at 30ºC) and Trypsin (1:25 for 8 hours at 30ºC). Prior to
digestion, the samples were reduced and alkylated with dithiothreitol (DTT) and carbamydomethylated with chloroacetamide (CAA), respectively. The enzymatic digestions were stopped with formic acid (FA) (10%, final concentration). Finally, the peptides were desalted with a reverse phase C18 chromatography, dried in a speedvac and kept at -80ºC until further use. [0180] The proteomics quantitative analyses were performed using thirteen (126, 127N, 127C, 128N, 128C, 129N, 129C, 130N, 130C, 131N, 131C, 132N and 132C) of the sixteen channels available in a 16plex - Tandem Mass Tag (TMT) system. The labelling was performed according to the manufacturer instructions (Thermo Fisher). Finally, all the channels were mixed in one single tube obtaining a total of 2.21 mg of TMT-labeled peptides. A small part of the sample (260 µg) was used for total proteome analysis. The remaining proteins were subjected to phosphoproteome enrichment using the High- Select™ TiO2 Phosphopeptide Enrichment Kit (Thermo Fisher) according to the manufacturer instructions. Before injecting the samples into the mass spectrometer, both the total proteome and phosphopeptide fractions were fractionated in 24 and 9 fractions using a Zorbax Extent-C18 (2.1 x 150 mm 3.5 µm 300Å) column and the High pH Reversed-Phase Peptide Fractionation Kit (Thermo Fisher, MA) kit, respectively. Finally, the samples were dried in a speedvac and analyzed in an Orbitrap Fusion Lumos™ Tribrid mass spectrometer. For this aim, samples were loaded to 300 µm × 5 mm C18 PepMap100, 5µm, 100Å (Thermo Scientific) at a flow rate of 15 µL/min using a Thermo Scientific Dionex Ultimate 3000 chromatographic system (Thermo Scientific). Peptides were separated using a C18 analytical column (nanoEaseTM M/Z HSS C18 T3 (75 µm × 25 cm, 100Å, Waters) with a 150 min run, comprising three consecutive steps with linear gradients from 3% to 35 % B in 120 min, from 35 % to 50 % B in 5 min, from 50 % to 85% B in 2min, followed by isocratic elution at 85 % B in 5 min and stabilization to initial conditions (A= 0.1% FA in water, B= 0.1% FA in CH3CN) at 250 nL/min flow rate. The column outlets were directly connected to an Advion TriVersa NanoMate (Advion) fitted on an OrbitrapFusion Lumos™ Tribrid mass spectrometer (Thermo). The mass spectrometer was operated in a data-dependent acquisition (DDA) mode. Survey MS scans were acquired in the orbitrap with the resolution (defined at 200 m/z) set to 120,000. The lock mass was user-defined at 445.12 m/z in each Orbitrap scan. The top speed (most intense) ions per scan were fragmented by HCD. The MSMS was detected in the Orbitrap (with 30,000 resolution). The ion count target value was 400,000 for the
survey scan and 10,000 (CID) for the MS/MS scan. Target ions already selected for MS/MS were dynamically excluded for 15 s. Spray voltage in the NanoMate source was set to 1.70 kV. RF Lens were tuned to 30%. Minimal signal required to trigger MS to MS/MS switch was set to 5000 and activation Q was 0.250. The spectrometer was working in positive polarity mode and singly charge state precursors were rejected for fragmentation. Data was acquired with Xcalibur software vs 4.0.27.10 (Thermo Scientific). [0181] For data analysis, MaxQuant software (1.6.7.0) and its built-in search engine Andromeda were used to search the .raw files against a Swisprot/Uniprot human database downloaded from the www.uniprot.org web site (October 2019). A target and decoy database were used to assess the false discovery rate (FDR) which was set to 1% at both peptide and protein level. Trypsin was chosen as enzyme and a maximum of two missed cleavages were allowed. Carbamidomethylation (C) was set as fixed modification, whereas oxidation (M), acetylation (N-terminal) and phosphorylation (STY) were used as variable modifications. The reporter ions were quantified at MS2. Searches were performed using a peptide tolerance of 7 ppm and a product ion tolerance of 0.5 Da. Proteins and peptides classified as “Identified Only by Site”, “Potential Contaminant” and “Reverse” were removed from the final list. The total proteome analysis was performed using only the proteins quantified in all the samples, while for phosphoproteome, we used the peptides quantified in more than 80% of the samples. The missing values were imputated by using the kNN algorithm (k = 10). The differential analyses were performed by using the R package called “limma” (Ritchie, ME et al., Nucleic Acids Res 43(7):e47 (2015)) considering paired samples. The normalization of both total proteome and phosphoproteome was done using the median. Additionally, the phosphoproteome was normalized using the R package called “phosphonormalizer” (Saraei, S et al., Bioinformatics 34(4):693-694 (2018)). Mass Spectrometer Data Acquisition in Cell Lines [0182] REC-1 and REC-BTKC481S protein extracts were labelled in triplicates with two TMT10plex, using a single channel (131N) to label a pool of all the samples. TMT fractionation and MS analysis were performed as above. Raw data were processed in MaxQuant and analyzed. The mass spectrometer was operated in a data-dependent
acquisition (DDA) mode. In each data collection cycle, one full MS scan (350-1800 m/z) was acquired in the Orbitrap (1.2 x 105 resolution setting and automatic gain control (AGC) of 2 x 105). The following MS2-MS3 analysis was conducted with a top speed approach. The most abundant ions were selected for fragmentation by collision induced dissociation (CID). CID was performed with a collision energy of 35%, 0.25 activation Q, an AGC target of 1 x 104, an isolation window of 0.7 Da, a maximum ion accumulation time of 50 ms and turbo ion scan rate. Previously analysed precursor ions were dynamically excluded for 30 s. For the MS3 analyses for TMT quantification, multiple fragment ions from the previous MS2 scan (SPS ions) were coselected and fragmented by HCD using a 65 % collision energy and a precursor isolation window of 2 Da. Reporter ions were detected using the Orbitrap with a resolution of 30,000, an AGC of 1 x 105 and a maximum ion accumulation time of 120 ms. RNA-Seq Analysis and Real-Time qPCR [0183] Total RNA was extracted using TRIZOL (Thermo Fisher) following manufacturer’s instructions and Poly-A-tailed enriched mRNA selected. Paired-end Stranded RNA libraries with 51 read-inward facing paired mates were prepared, following sequencing with Illumina’s NovaSeq6000 at the Centro Nacional de Analisis Genomico (CNAG). [0184] The reverse transcription (RT) reaction was performed using a high-capacity cDNA reverse transcription kit (Applied Biosystems). The mRNA expression was analyzed in triplicate by quantitative real-time PCR. Amplification was performed using SYBR Green-based detection (GoTaqPCR Master Mix; Promega). The relative expression of each gene was quantified by the comparative cycle threshold method (ΔΔCt). β-actin, GAPDH, and B2M were used as endogenous controls. RNA-Seq Data Analysis [0185] Quality Control (QC) of all samples was performed with the publicly available software FASTQC. For a more optimal visual inspection, these analyses were concatenated with MultiQC. Trimming of unwanted adapter sequences were filtered out using FASTP and CutAdapt. Gene-transcript level quantification of all samples was performed using Salmon (Version1.3.0) in the pseudoalignment mode and with default settings (hg19). DESeq2 (Version 1.24.0) was used for Salmon’s raw count
normalization. To estimate the effect of (Post- vs Pre-) Treatment in Responders (Rs) vs. Non Responders (NRs), a suitable design matrix was built, where we made use of a complex interaction term with nested groups, following a DESeq2 tutorial. Finally, differential gene expression (DGE) between the above described groups (Rs vs. NRs) was calculated. Heatmaps representing both enhanced and repressed IKAROS/IKZF1 gene signatures were built as previously described (Díaz, T et al., Haematologica 102 (2017)). All the statistical analyses were performed in Responders (R). Immunofluorescence [0186] BTKi-treated REC-1 cells (2–3 × 105) were seeded on poly-L-lysine-coated glass coverslips and stained as previously described (Esteve-Arenys, A et al., Oncogene 37:1830-1844 (2018)) with anti-Ikaros antibody (Cell Signaling Technology). Fluorescence signal was acquired on a Leica microscope and quantified using the LAS X (Leica) and Image J softwares. Pharmacokinetic (PK) Analysis [0187] TG-1701 plasma concentrations were assessed using a GLP LC/MS/MS method developed at North East Bio Analytical Laboratories. Binding and Enzymatic Assays [0188] The binding of TG-1701 (1 µM) and ibrutinib (1 µM) to a panel of 453 kinases was determined using a quantitative binding assay (KINOMEscan, DiscoverX, Eurofins). TG-1701 and ibrutinib inhibitory activities were also tested on BTKwt and BTKC481S kinase activity at ReactionBio in an enzymatic filtration assay using 33P-ATP. Occupancy Assay [0189] The in vitro occupancy assay was developed and performed by Jiangsu Hengrui Medicine Co. at the Shanghai Institute of Materia Medica, Chinese Academy of Sciences in Shanghai. Briefly, the DoHH2 BTK-expressing cells were incubated with ibrutinib or TG-1701 (0.1 to 100 nM) for 1 hour and cell lysates were subjected to SDS-PAGE, followed by incubation with a fluorescent-ibrutinib probe or an anti-BTK antibody. The BTK occupancy method for the detection of free BTK in patient lysates was developed
and run at Cambridge Biomedical Laboratories (now Bioagilytix). For all time points, PBMC pellets (2 x 106 cells) were lysed in 100 μL ice cold lysis buffer PBS with 0.1% Nonidet P-40 supplemented with 1X protease inhibitor cocktail (Sigma-Aldrich). Samples were prepared in triplicate. Cell lysates were incubated with the BTK occupancy probe biotin-ibrutinib (MedChemExpress) for 1h and plated onto a streptavidin-coated plate. Two hours of incubation were followed by washing and an hour incubation with an anti- BTK antibody (Becton Dickinson) in PBS + 0.05% Tween-20 and 0.5% BSA. After washing, plates are incubated for an 1h with a goat secondary antibody-sulfoTAG (Meso Scale Discovery, MSD). [0190] The percentage of BTK protein bound by TG-1701 was calculated as indicated in FIG.8. Total BTK was assessed using the biotinylated rabbit anti-human BTK monoclonal antibody (D3H5, Cell Signaling Technologies) bound to the streptavidin plate, in a classic sandwich ELISA. Both free and total BTK was assessed using the MSD electrochemoluminescent signal on a MESOquickplex SQ120 device. ADCC and ADCP Assays [0191] ADCC was evaluated by measuring the release of lactate dehydrogenase (LDH) into the medium after treatment using the Cytotoxicity Detection KitPLUS (Roche). Briefly, PBMCs were purified by standard Ficoll-Hypaque gradient centrifugation of healthy human peripheral blood. Target cells were opsonized with 2 µg/mL ublituximab or an irrelevant hIgG1 in combination with 1 µM ibrutinib/TG-1701, for 1 hour at 37°C. Next, 104 target cells were mixed with 105 PBMCs effector cells. The cell mixture was incubated for 4 h at 37°C.100 µL supernatant was then incubated with LDH substrate reagent for 30 min in the dark. LDH release from target cells was quantified by measuring absorbance at 490 nm. Negative controls (spontaneous LDH release) consisted of target cells incubated with medium in the absence of effector cells. Total lysis control consisted of target cells incubated with 5 µL of a cell lysis solution (Triton X-100). Nonspecific lysis control (baseline) consisted of target cells incubated with effector cells, without any antibody addition. The ADCC percentage was calculated using the following formula: % ADCC = 100 x [(sample – non-specific lysis control) / (total lysis control – neg control)]. [0192] ADCP assays were evaluated by flow cytometry. Briefly, initially, macrophages were differentiated from healthy donors’ PBMCs (2 x 106 cells/mL) cultured in complete
RPMI medium supplemented 20 ng/mL recombinant human M-CSF (Peprotech) for 8 days. The density and shape of the macrophages was assessed by microscopic analysis (long and stretched shape). Malignant B cells were then CFSE-labeled and opsonized with an anti-CD20 mAb (ublituximab or rituximab, 2 µg/ml) or with an irrelevant hIgG1, in combination with the indicated BTKi at 1 µM, for 1 hour at 37°C. Those cells were added to macrophages with an E:T ratio of 1:5. The cell mixture was incubated for 2.5 hours at 37°C and cells were analyzed on a Navios flow cytometer (Beckman Coulter) after macrophage staining with an anti-human CD14 antibody (Beckman Coulter). The percentage of phagocytosis is defined as the percentage of macrophages that have engulfed at least one target malignant cell. CellTiter-Glo (CTG) Viability Assay [0193] Cell viability was performed using a CellTiter-Glo luminescent cell viability assay (Promega), according to the manufacturer’s instructions. Briefly, 5 x 104 cells/well were cultured in sterile 96-well plates in the presence of increasing concentrations of TG-1701 or ibrutinib (100 nM to 100 µM) in RPMI 10% FBS medium. The plates were incubated for 72 h (unless otherwise specified) and 100 µL of CellTiter-Glo reagent were added. After a 10-minute incubation at room temperature, luminescence was recorded with an integration time of 1 second per well. DMSO was used as control. Statistical Analysis [0194] Presented data in the Examples below are the means ± SD or SEM of three independent experiments. All statistical analyses were done using GraphPad Prism 4.0 software (GraphPad Software). Comparison between two groups of samples was evaluated by a nonparametric Mann–Whitney test to determine how response is affected by two factors. A Pearson test was used to assess statistical significance of correlation. Results were considered statistically significant when p value < 0.05. Example 1: TG-1701 is a novel irreversible BTK inhibitor, more selective than ibrutinib [0195] This Example shows that TG-1701 exerts similar activity to the first-in-class BTK inhibitor, ibrutinib, but with greater selectivity, in in vitro and in vivo models of B-NHL.
[0196] In a binding assay on a panel of 441 human kinases, TG-1701 was more selective than ibrutinib, with a comparable BTK Kd (3 nM vs 1.5 nM, respectively) and a lower binding to EGFR, ITK, TXK, and JAK3 (Kd 135-, >48-, 68- and >94-fold higher than those of ibrutinib, respectively, FIG.1A and Table 1). Table 1: TG-1701 and ibrutinib Kds (nM)
[0197] A BTK kinase activity assay revealed a TG-1701 EC50 of 6.70 nM, slightly higher than ibrutinib IC50 (1.65 nM, FIG.1B and Table 2). Table 2: Compared kinase and growth inhibitory activity of TG-1701 and ibrutinib
[0198] Accordingly, in an in vitro BTK occupancy assay, TG-1701 and ibrutinib showed a similar dose-dependent capacity to displace a BTK-specific fluorescent probe in the FL cell line DoHH-2, with complete BTK occupancy at 30 nM and 10 nM, respectively (FIG.1C). Consistently, BCR downstream signaling was impaired in a concentration- dependent manner in IgM-stimulated cells, with maximal effects observed at 100 nM for both BTKis (FIG.1D). These effects were associated with a mean TG-1701 GI50 of 6.6 µM at 72 hours, in a set of 9 parental B-NHL cell lines, which was slightly inferior to mean ibrutinib GI50 (14.9 µM), especially in MCL cell lines (4.4 µM vs.11.65 µM, respectively) (Table 2). The tumor growth inhibition (TGI) achieved by a 16-day treatment in a MCL xenograft model, with 25, 50 and 100 mg/kg TG-1701 (56%, 72% and 78%, respectively), was comparable to the 70% TGI observed in the ibrutinib (100 mg/kg) arm (FIG.1E). A single oral gavage with 50 mg/kg TG-1701 further confirmed a rapid dephosphorylation of BTK and AKT as early as 2 hours and 4 hours, respectively, which was maintained at least for 24 hours due to the irreversible nature of TG-1701- mediated BTK inhibition (FIG.1F). Example 2: Phosphoproteomic analysis differentiates early clinical response to TG-1701 and points to the inhibition of the Ikaros pathway as an important mechanism of TG-1701 activity [0199] In this Example, a mass spectrometry (MS)-based phosphoproteomic platform used to interrogate the effects of TG-1701 on CLL patients enrolled in the phase 1 dose- escalation study (NCT03671590) pointed to the transcription factor Ikaros as both a potential biomarker of clinical activity and an important transcription factor downstream of BTK in the BCR pathway. [0200] Overview of Experimental Design: A set of six B-NHL clinical samples from the TG-1701 phase 1 clinical trial (NCT03671590) were characterized by phosphoproteomic
and RNA-seq analysis, followed by biomarker validations using real-time PCR and Western blot. The activity of TG-1701, either alone or in combination with the U2 regimen, was evaluated by proliferation, antibody-dependent cell cytotoxicity (ADCC), and phagocytosis (ADCP) assays in a panel of n=10 B-NHL co-cultures and in two mouse xenografts, including non-canonical NFκB- and BTKC481S BTKi resistant models. Biomarker validation and signal transduction analysis were conducted through real-time PCR, western blot, immunofluorescence, immunostaining, and gene knock-out (KO) experiments. Patients, materials, and methods were described above. [0201] Results. To identify potential biomarkers of TG-1701 activity in B-NHL, PBMCs from six CLL patients enrolled in the TG-1701-101 phase 1 clinical trial were isolated at different time points for phosphoproteomic and RNA-seq analysis. In all patient samples but one, the percentage of circulating cancer cells was comprised between 60% and 98% (Table 3 and Table 4). All the patient samples harbored a wild type BTK gene, as confirmed by Sanger sequencing of BTK exon 11. IGVH mutational status was also assessed, as shown in Table 3 (UM= unmutated and M = mutated). Table 3: Clinical and Biological Characteristics of 6 CLL Patients
Table 4: PBMC analysis of 6 CLL patients
[0202] Near complete BTK occupancy was obtained in all samples tested (FIG.2A and FIG.8) and linear kinetics was observed with approximately dose proportional increases in Cmax and AUC0-8h from 100 mg to 400 mg, with a positive correlation between the daily dose and TG-1701 Cmax (FIG.2B). After three cycles of treatment, the best change in tumor burden as assessed by CT scan ranged from 38 % to 87%, with one tumor-free patient with a lymphocytosis that defined his best response as a stable disease (FIG.2C). [0203] In PBMC protein extracts from the six pre-dose and the six 4 hour post-dose samples, a total of 5585 proteins, and 2438 phospho-sites were identified. An initial principal component analysis (PCA) did not discriminate the pre-treatment (PRE) from the post-treatment (POST) profiles. However, a specific unsupervised clustering of the data into two subgroups of three patients allowed a clear differentiation between the PRE and POST samples (FIG.2D). These two subgroups, blindly selected to uncover changes due to TG-1701 treatment, clearly fitted the clinical outcome of the patients (FIG.2C), separating de facto a group encompassing the three best responses (called the “responders”) and a group gathering the three other patients with lower responses (called the “non-responders”). Supporting this partition of the patients, the responders exhibited a stronger IL-10 de-repression and a stronger, although not significant, decrease in IL-2 and IL-6 expression (FIG.3A), suggesting that they developed a more potent early anti- inflammatory response, a common feature of BTKi activity (Purvis, GSD et al., Br J Pharmacol 177: 4416-4432 (2020)). Additionally, CCL3 and CCL4 chemokine genes, two bona fide biomarkers for BCR pathway activation (Takahashi, K et al., Br J Haematol 171:726–735 (2015)), were more downregulated in responder patients (FIG. 3A). A set of 118 phosphopeptides were differentially phosphorylated (7 down- and 111 up-regulated) after TG-1701 treatment in the responder subgroup only (adjusted p-value < 0.1, FIG.2E). These sites corresponded to the putative modulation of 14 protein kinases (Tables 5 and 6). Importantly, these quantitative phosphoproteomic changes showed a strong homogeneity in the three responder patients and enabled a clear distinction between PRE and POST samples (FIG.2F). Only one single phosphosite was found significantly upregulated in the non-responder patients after TG-1701 treatment.
Table 5: Phosphopeptides Significantly Up- and Down-Regulated Following TG-1701 Treatment in Responding CLL Patients (Parenthetical numerical values included in the SEQ ID NOS. below indicate the probability of phosphorylation of the preceding amino acid (1 = 100%), which are dephosphorylated after TG- 1701 treatment in Responders.)
Table 6: List of Activated/Inhibited Kinases
[0204] Predicted kinases in Table 6 were identified by NetPhos v3.1 Phosphorylation Sites Predictor (Blom, N. et al., J Mol Biol 294(5): 1351–1362 (1999)). [0205] Besides the 118 phosphosites described above and depicted in FIG.2E, another set of 95 phosphopeptides was present in pre-treatment samples and totally dephosphorylated upon treatment with TG-1701. The total absence of phosphorylation preempted the statistical analysis and incorporation of these 95 samples in the volcano plot, even though these sites were the most impacted by TG-1701 treatment. Of special interest, the corresponding list of phosphosites comprised the p-Ser442/445 residue of Ikaros, a zinc finger-containing DNA-binding protein that plays a pivotal role in B-cell homeostasis. Ikaros-Ser442/445 dephosphorylation was indeed the strongest event associated with TG-1701 activity (Table 7). Table 7: Phosphosites Totally Dephosphorylated by TG-1701 Treatment in Responder and Not in Non-Responder Patients (Parenthetical numerical values included in the SEQ ID NOS. below indicate the probability of phosphorylation of the preceding amino acid (1 = 100%), which are dephosphorylated after TG- 1701 treatment in Responders)
[0206] Since Ikaros nuclear localization and transcriptional activity both depend on BTK- mediated phosphorylation at Ser214/215 residues (Ma, H et al., PLoS One 8:e71302.27 (2013)), it was investigated whether, analogously, Ikaros function was differentially affected by TG-1701 in responder versus non-responder CLL patient samples. Using previously validated Ikaros-repressed and Ikaros-enhanced gene signatures (Díaz, T, et al., Haematologica 102:1776-1784 (2017)), 21 proteins of the repressed signature that were upregulated were identified, whereas another set of 17 factors from the Ikaros- enhanced gene signature were depleted only in responder patients, suggesting that Ikaros was functionally impaired after TG-1701 treatment (FIG.4A). Although a comparative multidimensional (MDS) analysis of RNA-seq data obtained from the same subset of samples failed to show a clear difference between responsive and non-responsive patient clusters (FIG.4B), a clear trend in the upregulation of Ikaros-repressed genes and downregulation of Ikaros-enhanced genes was seen in TG-1701 responsive patients only (FIG.4B). Accordingly, the IKZF1-repressed gene, YES1, was significantly upregulated, while the IKZF1-enhanced gene MYC was downregulated in responders but not in non- responders (FIG.4C). Importantly, this effect was not due to Ikaros protein destabilization, as its level of expression did not vary upon TG-1701 treatment in responder patients, whereas the expression of p-BTK, MYC, and IRF4 proteins
underwent a 70%, 48%, and 74% downregulation, respectively (FIG.4D and FIG.3C). Such modifications were not seen in non-responder patients, although BTK was notably dephosphorylated (FIG.4D and FIG.3C). [0207] These data were confirmed in vitro using the ibrutinib-sensitive MCL cell line REC-1 characterized by ibrutinib and TG-1701 GI50 values of 5.82 and 3.83 µM at 72 hours, respectively (Table 2). In these cells, as observed in CLL responder patients, TG- 1701 treatment led to efficient BTK dephosphorylation, YES1 upregulation and IRF4 and MYC downregulation both at mRNA and protein levels (FIGS.4E and 4F). Of note, among the IKZF1-target genes studied here, YES1 reactivation was significantly higher in TG-1701-treated than in ibrutinib-exposed cells (FIG.4E). Finally, FIG.4G shows that ibrutinib and TG-1701 elicited a 67% and 45% reduction in nuclear Ikaros, consistent with a ~50% decrease of Ikaros in REC-1 nuclear protein fraction (FIG.4H), suggesting that dual dephosphorylation of Ikaros at Ser442 and Ser445 was associated with the nuclear exclusion of this factor. [0208] Results and Discussion. This Example reports that a phosphoproteomic-based analysis can discriminate between TG-1701 responders and non-responders in B-NHL patients. Phosphoproteomic analysis of tumoral lymphocytes from B-NHL patients receiving TG-1701 led to a non-supervised clustering that matched the early clinical outcomes of N-BHL patients, and separated a group of early “responders” from a group of “non-responders.” This clustering was based on a selected list of 95 phosphosites, with Ikaros-Ser442/445 phosphorylation as a potential biomarker for TG-1701 efficacy. [0209] RNA-seq analysis revealed that TG-1701 treatment blunted the Ikaros gene signature, including YES1, MYC, and IRF4, in responder patients, as well as in BTKi- sensitive B-NHL cell lines and xenografts. In contrast, Ikaros nuclear activity and Ikaros- dependent gene regulation remained unaffected by the drug in non-responder patients, and in BTKC481S, BTKKO, and non-canonical NFκB models in vitro and in vivo. Interestingly, and in contrast with the first-in-class BTKI, ibrutinib, TG-1701 did not impair FcγR-driven ADCC and ADCP triggered by the anti-CD20 antibodies rituximab and ublituximab in different B-NHL co-culture system, and cooperated with U2 in reducing the tumor growth in both ibrutinib-sensitive and ibrutinib-insensitive mouse models of B-NHL. Therefore, these data validate a phosphoproteomic approach as a valuable tool for the early detection of response to BTK inhibition in the clinic, and for the determination of a drug mechanism of action. Further, results in this Example support
the use of TG-1701-U2 combination in R/R B-NHL patients, irrespective of prior response to ibrutinib. Example 3: Ikaros signature is a bona fide hallmark of BTKi mechanism of action [0210] To further explore TG-1701 mechanisms of action and potential mechanism of resistance, the REC-1GFP+LUC+ cell line was CRISPR-engineered to express the BTKC481S mutation. This mutation was associated with a 10.3-fold and a 54.8-fold decrease in ibrutinib and TG-1701 inhibitory kinase activity, respectively (FIG.7A and Table 2). The REC-1-BTKC481S cell line was 4.2-fold and 2.8-fold less sensitive to ibrutinib and TG-1701 respectively, compared to parental REC-1 cells (FIG.5A and Table 2). A washout experiment further showed that irreversible BTK inhibition - illustrated by kinase phosphorylation over 24 hours after BTKi removal in REC-1 cells - was mostly lost in REC-1-BTKC481S cells (FIG.5B). While total proteome composition was modified solely in the parental cells treated with either ibrutinib or TG-1701, as assessed by PCA analysis (FIG.7B), a set of 16 Ikaros-repressed proteins were upregulated and another set of 14 Ikaros-upregulated proteins were downregulated in REC-1, but not in REC-1- BTKC481S cells exposed to TG-1701 (FIG.5C). Despite the short drug exposure, transcriptional upregulation of YES1, and repression of MYC and IRF4 were observed in BTKwt cells treated with both BTKis. In REC-1-BTKC481S cells, a pronounced basal Ikaros-repressed gene signature was observed in the absence of any treatment (black bar, FIG.5D), including YES1 expression and IRF4 repression, and this pattern was not modified upon BTKi exposure (FIG.5D and FIG.7C). [0211] To confirm the role of BTK as an upstream regulator of Ikaros signaling in BTKi- exposed cells, a BTK knock-out (KO) model derived from the Rec-1 cell line was generated, using a CRISPR-Cas9 method, as described above. The obtained Rec-1- BTKKO derivative, characterized by an almost complete depletion of BTK (FIG.5E) was refractory to both ibrutinib and TG-1701 (Table 2) and did not undergo significant modulation of YES1 and MYC expression after exposure to TG-1701 (FIGS.5E-5F). These data thus suggest that TG-1701 treatment leads to an impaired Ikaros signaling in MCL cells by a BTK-dependent process.
[0212] Given the low recurrence of BTKC481S mutation in MCL patients, the UPN-IbruR non-canonical NF-κB-driven ibrutinib resistance model was also studied (Balsas, P et al., J Hematol Oncol.10: 80 (2017)). This subclone is characterized by the absence of mutations in the BTK and PLCG2 genes and the constitutive activation of p52-dependent signaling, driving a 2-3-fold increase in ibrutinib and TG-1701 GI50 at 72h (FIG.7D, Table 2; and Balsas, P et al., J Hematol Oncol.10: 80 (2017)). When compared with the BTKi-sensitive REC-1 xenograft model in which a 17-day dosing with TG-1701 achieved a 53% tumor TGI vs vehicle, UPN-IbruR tumors were almost insensitive to TG-1701 (FIG.6A). Accordingly, p-BTK was efficiently downregulated in representative REC-1 tumor specimens, but not in UPN-IbruR xenografts treated with TG-1701 (FIG.6B). In agreement with the in vitro results, MYC and IRF4 were downregulated, and YES1 upregulated at protein and/or mRNA levels, in association with Ikaros nuclear exnuxlwE PROTEINlusion and a decrease in CD20+ malignant B cells, in BTKi-sensitive, but not in BTK-insensitive MCL xenografts (FIGS.6B-6D). DISCUSSION [0213] During the past decade, BTK inhibitors have increasingly replaced chemotherapy- based regimen in patients with CLL and MCL. TG-1701 is a novel second-generation BTKi currently under clinical development. TG-1701 is more selective than ibrutinib, with a comparable BTK Kd and similar in vitro and in vivo characteristics. TG-1701 is currently being tested in a phase 1 trial comprised of a single agent arm and a combination arm with ublituximab (a novel CD20 antibody) and umbralisib (a dual PI3Kd and CK1ɛ inhibitor). With a median follow up of 7 months in a 200 mg daily monotherapy expansion cohort, preliminary overall response rates (ORR) are 95% (19/20) in CLL, 50% (9/18) in MCL, and 95% (18/19) in WM. No complete responses (CR) are confirmed on TG-1701 monotherapy (Cheah, CY et al., ” Poster Abstract #1130, 62nd ASH Annual Meeting and Exposition, Blood (2020)). [0214] In this Example, it has been shown that phosphoproteomic analysis of pre- and post-treatment samples clustered B-NHL patients according to their early clinical responses (responders vs. non-responders) and helped decipher the mechanisms underlying drug responsiveness. According to the results, the response from these patients did not depend on the pharmacokinetic or pharmacodynamic properties of TG-1701, but rather on differences in BTK downstream signaling. In responder patients, Ikaros-p-
Ser442/445 were the phosphopeptides the most impacted (dephosphorylated) by TG-1701 treatment and several Ikaros-dependent factors were transcriptionally deregulated, suggesting that Ikaros may represent a biomarker for early response, and/or an important new node downstream BTK inhibition. Interestingly, a recent study in acalabrutinib- treated CLL patients (Beckmann, L et al., “MARCKS affects cell motility and response to BTK inhibitors in CLL,” Blood (2021)) has shown that the unmutated IGVH cells displayed a higher basal phosphorylation level compared to the mutated IGVH cells, showing that the phosphoproteomic profile of BTKi-treated patients can cluster specific subgroups of patients. [0215] Ikaros is a zinc finger protein involved in gene regulation and chromatin remodeling. Its nuclear localization, stability and transcriptional activity depend on its phosphorylation status which is regulated by BTK, casein kinase II (CKII) and protein phosphatase 1 (PP1) interplay (Ma, H et al., PLoS One 8:e71302.27 (2013); Popescu, M et al., J Biol Chem 284:13869-80 (2009)). Although the exact role of serine residues at position 442 and 445 is still unknown, their juxtaposition to the conserved PP1 binding motif in the C-terminal end of Ikaros protein (Georgopoulos, K, Genes Dev.31: 439-450 (2017)), might confer them a role in the PP1-mediated regulation of Ikaros stability and pericentromeric localization (Popescu, M et al., J Biol Chem 284:13869-80 (2009)). Interestingly, CKII was ranked #4 in the list of kinases with reduced activity in TG-1701 responder patients, while phosphorylation of the PP1 inhibitory subunit, PPP1R14A, and dephosphorylation of the PP1 inhibitor, PPP1R2, both associated with reduced PP1 activity (Verbinnen, I et al., Biochem. Soc. Trans.45: 583-584 (2017)) were among the top four modifications detected in TG-1701 responder patients (Table 5 and Table 6). Ikaros expression was affected by TG-1701 treatment, neither in CLL primary cells nor in BTKi-sensitive REC-1 models, indicating that the inhibition of Ikaros signature in responders was more likely due to a nuclear exclusion of the transcription factor. Importantly, the results obtained in REC-1-BTKC481S and REC-1-BTKKO subclones demonstrated that both the cell proliferation blockade and the modulation of Ikaros activity upon TG-1701 treatment are tightly dependent on the presence of a wild type BTK protein, supporting the theory that Ikaros phosphorylation at Ser442/445 is controlled by the kinase, and discarding a potential off-target effect of the compound. [0216] All publications, patents, patent applications and other documents cited in this application are hereby incorporated by reference in their entireties for all purposes to the
same extent as if each individual publication, patent, patent application or other document were individually indicated to be incorporated by reference for all purposes. [0217] While various specific aspects have been illustrated and described, the above specification is not restrictive. It will be appreciated that various changes can be made without departing from the spirit and scope of the invention(s). Many variations will become apparent to those skilled in the art upon review of this specification.
Claims
WHAT IS CLAIMED IS: 1. A method of treating B-cell non-Hodgkin lymphoma (B-NHL) in a subject in need thereof, comprising: administering to a subject that is a TG-1701 responder a therapeutically effective amount of BTK inhibitor TG-1701; wherein prior to said administration, B-NHL cells of the TG-1701 responder contain at least one phosphopeptide selected from SEQ ID NOs: 1-95.
2. The method of claim 1, wherein the at least one phosphopeptide is SEQ ID NO: 1.
3. The method of claim 1 or 2, wherein the presence of the at least one phosphopeptide is determined by western blot and/or phospho-flow analysis.
4. The method of claim 3, wherein, after administration of TG-1701 to the subject, the B- NHL cells of the TG-1701 responder lack at least one phosphopeptide selected from SEQ ID NOs: 1-95, compared to before administration of TG-1701.
5. The method of claim 4, wherein the at least one phosphopeptide is SEQ ID NO: 1.
6. The method of claim 4 or 5, wherein the lack of the at least one phosphopeptide is determined by western blot and/or phospho-flow analysis.
7. The method of any one of claims 1-6, wherein the B-NHL cells of the TG-1701 responder comprise an increased quantity of transcripts of an Ikaros-repressed gene signature after the administration of TG-1701 to the subject compared to the quantity of transcripts before the administration of TG-1701.
8. The method of claim 7, wherein the transcripts of the Ikaros-repressed gene signature comprise one or more of TXNIP, CD36, CA2, YOD1, CFP, DENND3, YES1, NBEAL2, TMC8, PSTPIP2, CD97, DAAM1, NT5E, LYZ, SDK2, TSC22D4, GYPC, FAM129A, TPM3, GNAQ, and/or LUZP1.
9. The method of any one of claims 1-8, wherein the B-NHL cells of the TG-1701 responder comprise a decreased quantity of transcripts of an Ikaros-enhanced gene signature after the administration of TG-1701 to the subject compared to the quantity of transcripts before the administration of TG-1701.
10. The method of claim 9, wherein the transcripts of an Ikaros-enhanced gene signature comprise one or more of TCL1A, CBX5, HNRNPA0, PDHB, BCL2, DYNLL1, SUPT16H, CAMK2D, ALDH6A1, PPP2R5C, ERGIC1, BUB3, SORD, SEPHS1, CTNNBL1, CCT5, and/or APOBEC3G.
11. The method of any one of claims 7-10, wherein the quantity of transcripts is determined by at least one amplification-based method.
12. The method of claim 11, wherein the amplification-based method is Polymerase Chain Reaction (PCR), Real-Time Polymerase Chain Reaction (RT-PCR), Quantitative Polymerase Chain Reaction (qPCR), or rolling circle amplification.
13. The method of claim 12, wherein the amplification-based method is qPCR.
14. The method of any one of claims 7-10, wherein the quantity of transcripts is determined by at least one non-amplification-based method.
15. The method of claim 14, wherein the non-amplification-based method is a hybridization- based method or a sequencing-based method.
16. The method of claim 15, wherein the non-amplification-based method is a hybridization- based method.
17. The method of claim 15, wherein the hybridization-based method is a microarray, Nanostring analysis, Northern Blot analysis, branched DNA (bDNA) signal amplification, or in situ hybridization.
18. The method of claim 15, wherein the non-amplification-based method is a sequence- based method.
19. The method of claim 18, wherein the sequence-based method is a next-generation sequencing (NGS) method.
20. The method of any one of claims 7-10, wherein the quantity of transcripts is determined by a combination of amplification-based and non-amplification-based methods.
21. The method of any one of claims 1-20, wherein the B-NHL is a chronic lymphocytic leukemia, a mantle cell lymphoma, a follicular lymphoma, a diffuse large B-cell lymphoma, a marginal zone B-cell lymphoma, a Burkitt lymphoma, or a lymphoplasmacytic lymphoma.
22. The method of any one of claims 1-21, further comprising administering to a subject that is a TG-1701 responder a therapeutically effective amount of an anti-CD20 antibody.
23. The method of claim 22, further comprising administering to a subject that is a TG-1701 responder a therapeutically effective amount of a dual PI3Kδ and casein kinase-1ε inhibitor.
24. The method of any one of claims 1-23 wherein the therapeutically effective amount of TG-1701 is between about 100 mg/day and about 400 mg/day.
25. The method of claim 24, wherein the therapeutically effective amount of TG-1701 is about 100 mg/day.
26. The method of claim 24, wherein the therapeutically effective amount of TG-1701 is about 200 mg/day.
27. The method of claim 24, wherein the therapeutically effective amount of TG-1701 is about 300 mg/day.
28. The method of claim 14, wherein the therapeutically effective amount of TG-1701 is about 400 mg/day.
29. The method of any one of claims 1-28, wherein the subject is a mammal.
30. The method of claim 29, wherein the subject is a human.
31. A kit comprising: (i) at least one antibody that binds to at least one phosphopeptide selected from SEQ ID NOs: 1-95; (ii) optionally, reagents to perform a western blot analysis; and/or reagents to perform a phospho-flow analysis; and (iii) instructions for treating B-NHL in a TG-1701 responder according to the methods of any one of claims 1- 30.
32. The kit of claim 31, further comprising reagents to perform a Polymerase Chain Reaction (PCR), Real-Time Polymerase Chain Reaction (RT-PCR), Quantitative Polymerase Chain Reaction (qPCR), or rolling circle amplification.
33. The kit of claim 31, further comprising reagents to perform a microarray, Nanostring analysis, Northern Blot analysis, branched DNA (bDNA) signal amplification, next- generation sequencing (NGS) method, or in situ hybridization.
34. The kit of any one of claims 31-33, wherein the at least one phosphopeptide is SEQ ID NO: 1.
Applications Claiming Priority (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
US202163208344P | 2021-06-08 | 2021-06-08 | |
US63/208,344 | 2021-06-08 |
Publications (1)
Publication Number | Publication Date |
---|---|
WO2022261138A1 true WO2022261138A1 (en) | 2022-12-15 |
Family
ID=82611142
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
PCT/US2022/032563 WO2022261138A1 (en) | 2021-06-08 | 2022-06-07 | Disrupted ikaros signaling as biomarker for btk inhibition |
Country Status (1)
Country | Link |
---|---|
WO (1) | WO2022261138A1 (en) |
Citations (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US6326469B1 (en) | 1994-04-22 | 2001-12-04 | Sugen, Inc. | Megakaryocytic protein tyrosine kinases |
WO2016007185A1 (en) | 2014-07-07 | 2016-01-14 | Eternity Bioscience Inc. | Aminopyridazinone compounds as protein kinase inhibitors |
WO2017118277A1 (en) | 2016-01-05 | 2017-07-13 | 江苏恒瑞医药股份有限公司 | Crystalline form of btk kinase inhibitor and preparation method thereof |
US20180140602A1 (en) * | 2015-04-07 | 2018-05-24 | Novartis Ag | Combination of chimeric antigen receptor therapy and amino pyrimidine derivatives |
-
2022
- 2022-06-07 WO PCT/US2022/032563 patent/WO2022261138A1/en unknown
Patent Citations (7)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US6326469B1 (en) | 1994-04-22 | 2001-12-04 | Sugen, Inc. | Megakaryocytic protein tyrosine kinases |
WO2016007185A1 (en) | 2014-07-07 | 2016-01-14 | Eternity Bioscience Inc. | Aminopyridazinone compounds as protein kinase inhibitors |
US9951077B2 (en) | 2014-07-07 | 2018-04-24 | Jiangsu Hengrui Medicine Co., Ltd. | Aminopyridazinone compounds as protein kinase inhibitors |
US10323037B2 (en) | 2014-07-07 | 2019-06-18 | Jiangsu Hengrui Medicine Co., Ltd. | Aminopyridazinone compounds as protein kinase inhibitors |
US20180140602A1 (en) * | 2015-04-07 | 2018-05-24 | Novartis Ag | Combination of chimeric antigen receptor therapy and amino pyrimidine derivatives |
WO2017118277A1 (en) | 2016-01-05 | 2017-07-13 | 江苏恒瑞医药股份有限公司 | Crystalline form of btk kinase inhibitor and preparation method thereof |
US10626116B2 (en) | 2016-01-05 | 2020-04-21 | Jiangsu Hengrui Medicine Co., Ltd. | Crystalline form of BTK kinase inhibitor and preparation method thereof |
Non-Patent Citations (56)
Title |
---|
"Gen Bank", Database accession no. NP_000052 |
AKINLEYE, A. ET AL., J. HEMATOL. ONCOL., vol. 6, 2013, pages 59 |
ANONYMOUS: "TG Therapeutics Announces Phase I Data Presentation for TG-1701, a Once-Daily BTK Inhibitor, as a Single Agent and in Triple Combination with Ublituximab and Umbralisib (U2), at the 61st American Society of Hematology Annual Meeting and Exposition", 9 December 2019 (2019-12-09), pages 1 - 3, XP055890041, Retrieved from the Internet <URL:https://ir.tgtherapeutics.com/news-releases/news-release-details/tg-therapeutics-announces-phase-i-data-presentation-tg-1701-once> [retrieved on 20220210] * |
BALSAS, P ET AL., J HEMATOL ONCOL, vol. 10, 2017, pages 80 |
BALSAS, P ET AL., JHEMATOL ONCOL, vol. 10, 2017, pages 80 |
BECKMANN, L ET AL.: "MARCKS affects cell motility and response to BTK inhibitors in CLL", BLOOD, 2021 |
BLOM, N. ET AL., J MOL BIOI, vol. 294, no. 5, 1999, pages 1351 - 1362 |
BODY, S ET AL., SCI REP, vol. 7, 2017, pages 13946 |
BODY, S. ET AL., SCI. REP., vol. 7, 2017, pages 13946 |
CARVALHO, ASMATTHIESEN, R., METHODS MOL BIOL, vol. 1449, 2016, pages 469 - 479 |
CHEAH CHAN ET AL: "Single Agent and Combination TG-1701 Yield Promising Clinical Activity in CLL and Other B-Cell Malignanciesview/single-agent-and-combination-tg-1701-yield-promising-clinical-activity-in-cll-and-other-b-cell-malignancies 1/7 Single Agent and Combination TG-1701 Yield Promising Clinical Activity in CL", 5 June 2021 (2021-06-05), pages 1 - 7, XP055890220, Retrieved from the Internet <URL:https://www.onclive.com/view/single-agent-and-combination-tg-1701-yield-promising-clinical-activity-in-cll-and-other-b-cell-malignancies> [retrieved on 20220210] * |
CHEAH, CY ET AL., BLOOD, vol. 134, 2019, pages 4001 |
CHEAH, CY ET AL., HEMASPHERE, vol. 4, 2020, pages 309 - 309 |
CHEAH, CY ET AL.: "Clinical Activity of TG-1701, As Monotherapy and in Combination with Ublituximab and Umbralisib (U2), in Patients with B-Cell Malignancies,'' Poster Abstract #1130, 62nd ASH Annual Meeting and Exposition", BLOOD, 2020 |
CHEAH, CY ET AL.: "Poster Abstract #1130, 62nd ASH Annual Meeting and Exposition", BLOOD, 2020 |
CHESON, B.D. ET AL., J CLIN ONCOL, vol. 25, 2007, pages 579 - 586 |
CHIRON, D ET AL., CANCER DISCOV, vol. 4, 2014, pages 1022 - 1035 |
CLAIRE V HUTCHINSON ET AL: "Breaking good: the inexorable rise of BTK inhibitors in the treatment of chronic lymphocytic leukaemia", BRITISH JOURNAL OF HAEMATOLOGY, JOHN WILEY, HOBOKEN, USA, vol. 166, no. 1, 18 April 2014 (2014-04-18), pages 12 - 22, XP071168970, ISSN: 0007-1048, DOI: 10.1111/BJH.12895 * |
DEL PAPA BEATRICE ET AL: "Decreased NOTCH1 Activation Correlates with Response to Ibrutinib in Chronic Lymphocytic Leukemia", CLINICAL CANCER RESEARCH, vol. 25, no. 24, 15 December 2019 (2019-12-15), US, pages 7540 - 7553, XP055958683, ISSN: 1078-0432, Retrieved from the Internet <URL:https://aacrjournals.org/clincancerres/article-pdf/25/24/7540/2055978/7540.pdf> DOI: 10.1158/1078-0432.CCR-19-1009 * |
DÍAZ TANIA ET AL: "The BET bromodomain inhibitor CPI203 improves lenalidomide and dexamethasone activity in in vitro and in vivo models of multiple myeloma by blockade of Ikaros and MYC signaling", HAEMATOLOGICA, vol. 102, no. 10, 27 July 2017 (2017-07-27), IT, pages 1776 - 1784, XP055958716, ISSN: 0390-6078, DOI: 10.3324/haematol.2017.164632 * |
DIAZ, T ET AL., HAEMATOLOGICA, vol. 102, 2017, pages 1776 - 1784 |
DOOSTPARAST, TAWANG. K., DRUG DISCOV TODAY, vol. 23, 2018, pages 1776 - 1783 |
ESTEVE-ARENYS, A ET AL., ONCOGENE, vol. 37, 2018, pages 1830 - 1844 |
FISHER ET AL., ONCOGENE, vol. 23, 2004, pages 6524 - 6534 |
FURMAN, RR ET AL., NENGL J MED, vol. 370, 2014, pages 2352 - 2354 |
GEORGOPOULOS, K, GENES DEV, vol. 31, 2017, pages 439 - 450 |
HALLEK, M. ET AL., BLOOD, vol. 111, 2008, pages 5446 - 5456 |
HORWOOD, N. ET AL., THE JOURNAL OF EXPERIMENTAL MEDICINE, vol. 197, 2003, pages 1603 - 1611 |
IWAKI, S. ET AL., J. BIOL. CHEM., vol. 280, 2005, pages 40261 - 40270 |
JEFFRIES, C. A. ET AL., J. BIOL. CHEM., vol. 278, 2003, pages 26258 - 26264 |
JOHNSON ET AL., J. CLIN. ONCOL., vol. 21, 2003, pages 1404 - 1411 |
KRUTZIK, PO ET AL., METHODS MOL BIOL, vol. 699, 2011, pages 179 - 202 |
MA, H ET AL., PLOS ONE, vol. 8, no. e71302, 2013, pages 27 |
NICOLSON PHILLIP L.R. ET AL: "Inhibition of Btk by Btk-specific concentrations of ibrutinib and acalabrutinib delays but does not block platelet aggregation mediated by glycoprotein VI", HAEMATOLOGICA, vol. 103, no. 12, 19 July 2018 (2018-07-19), IT, pages 2097 - 2108, XP055958692, ISSN: 0390-6078, DOI: 10.3324/haematol.2018.193391 * |
NORMANT, E. ET AL., EUROPEAN HEMATOLOGY ASSOCIATION ANNUAL MEETING, STOCKHOLM, SWEDEN, 14 June 2018 (2018-06-14) |
NORMANT, E. ET AL.: "TG-1701 A Novel, Orally Available, and Covalently-Bound BTK Inhibitor", EHA LIBRARY, vol. 215080, 15 June 2018 (2018-06-15) |
PEREZ-GALAN, P ET AL., BLOOD, vol. 117, 2011, pages 542 - 552 |
POPESCU, M ET AL., JBIOL CHEM, vol. 284, 2009, pages 13869 - 80 |
POWELL, MD ET AL., FRONTIERS IN IMMUNOLOGY, vol. 10, no. 1299, 2019 |
PURVIS, GSD ET AL., BR J PHARMACOL, vol. 177, 2020, pages 4416 - 4432 |
QUINTANILLA-ML, HEMATOL ONCOL, vol. 35, 2017, pages 37 - 45 |
RAHAL, R ET AL., NATMED, vol. 20, 2013, pages 87 - 92 |
RIBEIRO M. L ET AL: "ANTITUMORAL ACTIVITY OF THE NOVEL BTK INHIBITOR TG-1701 IS ASSOCIATED WITH DISRUPTION OF IKAROS SIGNALING AND IMPROVEMENT OF ANTI-CD20 THERAPY IN B-CELL NON-HODGKIN LYMPHOMA", HEMATOLOGICAL ONCOLOGY, vol. 39, no. S2, 9 June 2021 (2021-06-09), US, XP055958739, ISSN: 0278-0232, DOI: 10.1002/hon.153_2880 * |
RIBEIRO MARCELO LIMA ET AL: "Antitumor Activity of the Novel BTK Inhibitor TG-1701 Is Associated with Disruption of Ikaros Signaling in Patients with B-cell Non-Hodgkin Lymphoma", CLINICAL CANCER RESEARCH, vol. 27, no. 23, 1 December 2021 (2021-12-01), US, pages 6591 - 6601, XP055959466, ISSN: 1078-0432, Retrieved from the Internet <URL:https://aacrjournals.org/clincancerres/article-pdf/27/23/6591/3197542/6591.pdf> DOI: 10.1158/1078-0432.CCR-21-1067 * |
RITCHIE, ME ET AL., NUCLEIC ACIDS RES, vol. 43, no. 7, pages e47 |
SARAEI, S ET AL., BIOINFORMATICS, vol. 34, no. 4, 2018, pages 693 - 694 |
SCHAEFFER, E.M.SCHWARTZBERG, P.L., CURR OP IMM, vol. 12, 2000, pages 282 - 288 |
TAKAHASHI, K ET AL., BR J HAEMATOL, vol. 777, 2015, pages 726 - 735 |
TREON, SP ET AL., NENGL J MED, vol. 372, 2015, pages 1430 - 1440 |
VERBINNEN, I ET AL., BIOCHEM. SOC. TRANS., vol. 45, 2017, pages 583 - 584 |
WACKER, SA ET AL., NAT CHEM BIOL, vol. 8, 2012, pages 235 - 237 |
WANG, ML ET AL., NENGL J MED, vol. 369, 2013, pages 507 - 516 |
WILSON WH ET AL., NAT MED, vol. 21, 2015, pages 922 - 926 |
WM, OWEN, R.G. ET AL., BR JHAEMATOL, vol. 160, 2013, pages 171 - 176 |
WOYACH, JA ET AL., N ENGL J MED, vol. 370, 2014, pages 2286 - 2294 |
WU, J ET AL., J. HEMATOL. ONCOL., vol. 9, 2016, pages 80 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
AU2020281160B2 (en) | Methods of treating cancer patients with farnesyltransferase inhibitors | |
US10927410B2 (en) | Compositions and methods for identification, assessment, prevention, and treatment of T-cell exhaustion using CD39 biomarkers and modulators | |
US20240092904A1 (en) | Methods for sensitizing cancer cells to t cell-mediated killing by modulating molecular pathways | |
US20170130271A1 (en) | Tumor suppressor and oncogene biomarkers predictive of anti-immune checkpoint inhibitor response | |
Pileri et al. | New molecular insights into peripheral T cell lymphomas | |
US20200108066A1 (en) | Methods for modulating regulatory t cells and immune responses using cdk4/6 inhibitors | |
AU2017332721B2 (en) | Compositions and methods for identification, assessment, prevention, and treatment of AML using USP10 biomarkers and modulators | |
CA2983004A1 (en) | Methods for treating myeloproliferative disorders | |
Schulze et al. | RELN signaling modulates glioblastoma growth and substrate‐dependent migration | |
WO2018013466A2 (en) | Biomarkers predictive of endocrine resistance in breast cancer | |
JP2020524149A (en) | Regulatory T cells, regulatory B cells, and method of regulating immune response using modulator of APRIL-TACI interaction | |
WO2022261138A1 (en) | Disrupted ikaros signaling as biomarker for btk inhibition | |
Ferrena et al. | SKP2 Knockout in Rb1/p53–Deficient Mouse Models of Osteosarcoma Induces Immune Infiltration and Drives a Transcriptional Program with a Favorable Prognosis | |
Tanaka et al. | Naquotinib exerts antitumor activity in activated B-cell-like diffuse large B-cell lymphoma | |
Vanni | A novel class of anti-tumoral compounds, pyrrolonaphtoxazepines (PNOXs), targets the p66Shc/STAT4 axis in CLL prymary cells and reduces tumor burden in Eμ-TCL1 mice | |
US20220128562A1 (en) | Biomarkers predictive of cancer cell response to ml329 or a derivative thereof | |
WO2023159124A2 (en) | Methods for overcoming tazemetostat-resistance in cancer patients | |
Moreira Collares | An alternative way to look at diffuse large B-cell lymphoma: the impact of frequent engagement of ReIB NF-κB subunit on cell survival and patient outcome | |
Collares | An alternative way to look at diffuse large B-cell lymphoma: the impact of frequent engagement of ReIB NF-κB subunit on cell survival and patient outcome | |
Franklin | Exploring the Metabolic Regulation of p53 from Ribosomal Proteins to Very Long Chain Fatty Acids | |
Basnett | Characterisation of Resistance to Everolimus in Acute Lymphoblastic Leukemia | |
STAT | Activating STAT6 mutations in follicular lymphoma | |
Varghese | Identification and validation of potential targets for the diagnosis and therapy of chronic lymphocytic leukaemia | |
Zuurbier et al. | Differential activation of pathways in genetic subgroups of T-cell acute lymphoblastic leukemia | |
Yarde | The Fanconi anemia (FA)/BRCA DNA damage repair pathway is regulated by NF-κB and mediates drug resistance in multiple myeloma |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
121 | Ep: the epo has been informed by wipo that ep was designated in this application |
Ref document number: 22744339 Country of ref document: EP Kind code of ref document: A1 |
|
NENP | Non-entry into the national phase |
Ref country code: DE |