US20170296595A1 - Mammalian Lung Spheroids and Lung Spheroid Cells and Uses Thereof - Google Patents
Mammalian Lung Spheroids and Lung Spheroid Cells and Uses Thereof Download PDFInfo
- Publication number
- US20170296595A1 US20170296595A1 US15/512,463 US201515512463A US2017296595A1 US 20170296595 A1 US20170296595 A1 US 20170296595A1 US 201515512463 A US201515512463 A US 201515512463A US 2017296595 A1 US2017296595 A1 US 2017296595A1
- Authority
- US
- United States
- Prior art keywords
- lung
- cells
- spheroids
- lscs
- mammalian
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Abandoned
Links
- 210000004072 lung Anatomy 0.000 title claims abstract description 287
- 238000000034 method Methods 0.000 claims description 88
- 108090000623 proteins and genes Proteins 0.000 claims description 36
- 208000019693 Lung disease Diseases 0.000 claims description 34
- 238000011282 treatment Methods 0.000 claims description 29
- 238000012258 culturing Methods 0.000 claims description 24
- 101000777301 Homo sapiens Uteroglobin Proteins 0.000 claims description 23
- 102100031083 Uteroglobin Human genes 0.000 claims description 23
- 101000800116 Homo sapiens Thy-1 membrane glycoprotein Proteins 0.000 claims description 22
- 102100033523 Thy-1 membrane glycoprotein Human genes 0.000 claims description 22
- 102100037241 Endoglin Human genes 0.000 claims description 20
- 101000881679 Homo sapiens Endoglin Proteins 0.000 claims description 20
- 210000005265 lung cell Anatomy 0.000 claims description 20
- 108091003079 Bovine Serum Albumin Proteins 0.000 claims description 17
- 239000012091 fetal bovine serum Substances 0.000 claims description 17
- 102000004169 proteins and genes Human genes 0.000 claims description 16
- 238000004115 adherent culture Methods 0.000 claims description 15
- 239000003550 marker Substances 0.000 claims description 12
- 108010067306 Fibronectins Proteins 0.000 claims description 10
- 102000016971 Proto-Oncogene Proteins c-kit Human genes 0.000 claims description 9
- 108010014608 Proto-Oncogene Proteins c-kit Proteins 0.000 claims description 9
- 102100031573 Hematopoietic progenitor cell antigen CD34 Human genes 0.000 claims description 8
- 101000777663 Homo sapiens Hematopoietic progenitor cell antigen CD34 Proteins 0.000 claims description 8
- 101000738771 Homo sapiens Receptor-type tyrosine-protein phosphatase C Proteins 0.000 claims description 8
- 102100024616 Platelet endothelial cell adhesion molecule Human genes 0.000 claims description 8
- 102100037422 Receptor-type tyrosine-protein phosphatase C Human genes 0.000 claims description 8
- 239000008194 pharmaceutical composition Substances 0.000 claims description 6
- 102000003886 Glycoproteins Human genes 0.000 claims description 5
- 108090000288 Glycoproteins Proteins 0.000 claims description 5
- 230000003394 haemopoietic effect Effects 0.000 claims description 5
- 239000003937 drug carrier Substances 0.000 claims description 4
- 108010035532 Collagen Proteins 0.000 claims description 3
- 102000008186 Collagen Human genes 0.000 claims description 3
- 108010085895 Laminin Proteins 0.000 claims description 3
- 229920001436 collagen Polymers 0.000 claims description 3
- 239000000017 hydrogel Substances 0.000 claims description 3
- 239000004033 plastic Substances 0.000 claims description 3
- 102000016359 Fibronectins Human genes 0.000 claims 2
- 210000004027 cell Anatomy 0.000 description 162
- 210000000130 stem cell Anatomy 0.000 description 35
- 210000001519 tissue Anatomy 0.000 description 35
- 238000000506 liquid--solid chromatography Methods 0.000 description 29
- 101150000157 ARHGEF1 gene Proteins 0.000 description 28
- OYVAGSVQBOHSSS-UAPAGMARSA-O bleomycin A2 Chemical compound N([C@H](C(=O)N[C@H](C)[C@@H](O)[C@H](C)C(=O)N[C@@H]([C@H](O)C)C(=O)NCCC=1SC=C(N=1)C=1SC=C(N=1)C(=O)NCCC[S+](C)C)[C@@H](O[C@H]1[C@H]([C@@H](O)[C@H](O)[C@H](CO)O1)O[C@@H]1[C@H]([C@@H](OC(N)=O)[C@H](O)[C@@H](CO)O1)O)C=1N=CNC=1)C(=O)C1=NC([C@H](CC(N)=O)NC[C@H](N)C(N)=O)=NC(N)=C1C OYVAGSVQBOHSSS-UAPAGMARSA-O 0.000 description 27
- 230000014509 gene expression Effects 0.000 description 27
- 241001465754 Metazoa Species 0.000 description 23
- 239000000203 mixture Substances 0.000 description 20
- 241000699670 Mus sp. Species 0.000 description 19
- 230000001225 therapeutic effect Effects 0.000 description 19
- 230000000694 effects Effects 0.000 description 16
- 210000002901 mesenchymal stem cell Anatomy 0.000 description 16
- 239000000523 sample Substances 0.000 description 15
- 108010006654 Bleomycin Proteins 0.000 description 14
- 229960001561 bleomycin Drugs 0.000 description 14
- 208000005069 pulmonary fibrosis Diseases 0.000 description 14
- 241000700159 Rattus Species 0.000 description 13
- 238000003556 assay Methods 0.000 description 13
- 238000012360 testing method Methods 0.000 description 13
- FAPWRFPIFSIZLT-UHFFFAOYSA-M Sodium chloride Chemical compound [Na+].[Cl-] FAPWRFPIFSIZLT-UHFFFAOYSA-M 0.000 description 12
- 238000004458 analytical method Methods 0.000 description 12
- 239000011780 sodium chloride Substances 0.000 description 12
- 102000004392 Aquaporin 5 Human genes 0.000 description 11
- 108090000976 Aquaporin 5 Proteins 0.000 description 11
- 244000146510 Pereskia bleo Species 0.000 description 11
- 238000005516 engineering process Methods 0.000 description 11
- 210000002919 epithelial cell Anatomy 0.000 description 11
- 238000000684 flow cytometry Methods 0.000 description 11
- 238000010186 staining Methods 0.000 description 11
- 201000009794 Idiopathic Pulmonary Fibrosis Diseases 0.000 description 10
- 239000000090 biomarker Substances 0.000 description 10
- 238000000338 in vitro Methods 0.000 description 10
- 208000036971 interstitial lung disease 2 Diseases 0.000 description 10
- 238000005259 measurement Methods 0.000 description 10
- 241000699666 Mus <mouse, genus> Species 0.000 description 9
- -1 Pro-SPC Proteins 0.000 description 9
- 150000001875 compounds Chemical class 0.000 description 9
- 239000003636 conditioned culture medium Substances 0.000 description 9
- 230000004069 differentiation Effects 0.000 description 9
- 108010048367 enhanced green fluorescent protein Proteins 0.000 description 9
- VBEQCZHXXJYVRD-GACYYNSASA-N uroanthelone Chemical compound C([C@@H](C(=O)N[C@H](C(=O)N[C@@H](CS)C(=O)N[C@@H](CC(N)=O)C(=O)N[C@@H](CS)C(=O)N[C@H](C(=O)N[C@@H]([C@@H](C)CC)C(=O)NCC(=O)N[C@@H](CC=1C=CC(O)=CC=1)C(=O)N[C@@H](CO)C(=O)NCC(=O)N[C@@H](CC(O)=O)C(=O)N[C@@H](CCCNC(N)=N)C(=O)N[C@@H](CS)C(=O)N[C@@H](CCC(N)=O)C(=O)N[C@@H]([C@@H](C)O)C(=O)N[C@@H](CCCNC(N)=N)C(=O)N[C@@H](CC(O)=O)C(=O)N[C@@H](CC(C)C)C(=O)N[C@@H](CCCNC(N)=N)C(=O)N[C@@H](CC=1C2=CC=CC=C2NC=1)C(=O)N[C@@H](CC=1C2=CC=CC=C2NC=1)C(=O)N[C@@H](CCC(O)=O)C(=O)N[C@@H](CC(C)C)C(=O)N[C@@H](CCCNC(N)=N)C(O)=O)C(C)C)[C@@H](C)O)NC(=O)[C@H](CO)NC(=O)[C@H](CC(O)=O)NC(=O)[C@H](CC(C)C)NC(=O)[C@H](CO)NC(=O)[C@H](CCC(O)=O)NC(=O)[C@@H](NC(=O)[C@H](CC=1NC=NC=1)NC(=O)[C@H](CCSC)NC(=O)[C@H](CS)NC(=O)[C@@H](NC(=O)CNC(=O)CNC(=O)[C@H](CC(N)=O)NC(=O)[C@H](CC(C)C)NC(=O)[C@H](CS)NC(=O)[C@H](CC=1C=CC(O)=CC=1)NC(=O)CNC(=O)[C@H](CC(O)=O)NC(=O)[C@H](CC=1C=CC(O)=CC=1)NC(=O)[C@H](CO)NC(=O)[C@H](CO)NC(=O)[C@H]1N(CCC1)C(=O)[C@H](CS)NC(=O)CNC(=O)[C@H]1N(CCC1)C(=O)[C@H](CC=1C=CC(O)=CC=1)NC(=O)[C@H](CO)NC(=O)[C@@H](N)CC(N)=O)C(C)C)[C@@H](C)CC)C1=CC=C(O)C=C1 VBEQCZHXXJYVRD-GACYYNSASA-N 0.000 description 9
- 102400001368 Epidermal growth factor Human genes 0.000 description 8
- 101800003838 Epidermal growth factor Proteins 0.000 description 8
- 102100037362 Fibronectin Human genes 0.000 description 8
- 206010016654 Fibrosis Diseases 0.000 description 8
- 206010069767 H1N1 influenza Diseases 0.000 description 8
- 230000015572 biosynthetic process Effects 0.000 description 8
- LOKCTEFSRHRXRJ-UHFFFAOYSA-I dipotassium trisodium dihydrogen phosphate hydrogen phosphate dichloride Chemical compound P(=O)(O)(O)[O-].[K+].P(=O)(O)([O-])[O-].[Na+].[Na+].[Cl-].[K+].[Cl-].[Na+] LOKCTEFSRHRXRJ-UHFFFAOYSA-I 0.000 description 8
- 229940116977 epidermal growth factor Drugs 0.000 description 8
- 230000004761 fibrosis Effects 0.000 description 8
- 238000007490 hematoxylin and eosin (H&E) staining Methods 0.000 description 8
- 230000008595 infiltration Effects 0.000 description 8
- 238000001764 infiltration Methods 0.000 description 8
- 230000007246 mechanism Effects 0.000 description 8
- 239000002953 phosphate buffered saline Substances 0.000 description 8
- 230000008929 regeneration Effects 0.000 description 8
- 238000011069 regeneration method Methods 0.000 description 8
- 201000010740 swine influenza Diseases 0.000 description 8
- 230000008719 thickening Effects 0.000 description 8
- 208000006545 Chronic Obstructive Pulmonary Disease Diseases 0.000 description 7
- 101100216666 Rattus norvegicus Arhgef1 gene Proteins 0.000 description 7
- 230000033115 angiogenesis Effects 0.000 description 7
- 230000008901 benefit Effects 0.000 description 7
- 210000002889 endothelial cell Anatomy 0.000 description 7
- 238000003365 immunocytochemistry Methods 0.000 description 7
- 238000001802 infusion Methods 0.000 description 7
- 244000052769 pathogen Species 0.000 description 7
- 230000001717 pathogenic effect Effects 0.000 description 7
- 238000012549 training Methods 0.000 description 7
- 108010066687 Epithelial Cell Adhesion Molecule Proteins 0.000 description 6
- 102000018651 Epithelial Cell Adhesion Molecule Human genes 0.000 description 6
- WZUVPPKBWHMQCE-UHFFFAOYSA-N Haematoxylin Chemical compound C12=CC(O)=C(O)C=C2CC2(O)C1C1=CC=C(O)C(O)=C1OC2 WZUVPPKBWHMQCE-UHFFFAOYSA-N 0.000 description 6
- 101000994365 Homo sapiens Integrin alpha-6 Proteins 0.000 description 6
- 102100032816 Integrin alpha-6 Human genes 0.000 description 6
- 206010058467 Lung neoplasm malignant Diseases 0.000 description 6
- 108010025020 Nerve Growth Factor Proteins 0.000 description 6
- 230000000890 antigenic effect Effects 0.000 description 6
- 230000006907 apoptotic process Effects 0.000 description 6
- 238000013459 approach Methods 0.000 description 6
- 201000005202 lung cancer Diseases 0.000 description 6
- 208000020816 lung neoplasm Diseases 0.000 description 6
- 238000003909 pattern recognition Methods 0.000 description 6
- 230000001023 pro-angiogenic effect Effects 0.000 description 6
- 230000001172 regenerating effect Effects 0.000 description 6
- 238000004114 suspension culture Methods 0.000 description 6
- 238000002560 therapeutic procedure Methods 0.000 description 6
- 238000013519 translation Methods 0.000 description 6
- 238000011706 wistar kyoto rat Methods 0.000 description 6
- 108091032973 (ribonucleotides)n+m Proteins 0.000 description 5
- 238000013528 artificial neural network Methods 0.000 description 5
- 201000009805 cryptogenic organizing pneumonia Diseases 0.000 description 5
- 208000037265 diseases, disorders, signs and symptoms Diseases 0.000 description 5
- 210000001671 embryonic stem cell Anatomy 0.000 description 5
- 230000003176 fibrotic effect Effects 0.000 description 5
- 238000001727 in vivo Methods 0.000 description 5
- 210000004263 induced pluripotent stem cell Anatomy 0.000 description 5
- 238000002347 injection Methods 0.000 description 5
- 239000007924 injection Substances 0.000 description 5
- 230000003076 paracrine Effects 0.000 description 5
- 238000000513 principal component analysis Methods 0.000 description 5
- 230000008569 process Effects 0.000 description 5
- 230000002829 reductive effect Effects 0.000 description 5
- 239000000126 substance Substances 0.000 description 5
- 230000008093 supporting effect Effects 0.000 description 5
- 201000003883 Cystic fibrosis Diseases 0.000 description 4
- 102000004127 Cytokines Human genes 0.000 description 4
- 108090000695 Cytokines Proteins 0.000 description 4
- 102000011782 Keratins Human genes 0.000 description 4
- 108010076876 Keratins Proteins 0.000 description 4
- 229930040373 Paraformaldehyde Natural products 0.000 description 4
- 206010035664 Pneumonia Diseases 0.000 description 4
- 102100021669 Stromal cell-derived factor 1 Human genes 0.000 description 4
- 206010069351 acute lung injury Diseases 0.000 description 4
- 208000006673 asthma Diseases 0.000 description 4
- 238000004113 cell culture Methods 0.000 description 4
- 201000010099 disease Diseases 0.000 description 4
- 239000003102 growth factor Substances 0.000 description 4
- 229920002866 paraformaldehyde Polymers 0.000 description 4
- 239000002245 particle Substances 0.000 description 4
- 238000007747 plating Methods 0.000 description 4
- 210000002966 serum Anatomy 0.000 description 4
- 238000007619 statistical method Methods 0.000 description 4
- 230000003612 virological effect Effects 0.000 description 4
- 241000669072 Chrysomphalus dictyospermi Species 0.000 description 3
- 206010061598 Immunodeficiency Diseases 0.000 description 3
- 208000029462 Immunodeficiency disease Diseases 0.000 description 3
- 102100026879 Interleukin-2 receptor subunit beta Human genes 0.000 description 3
- 206010028980 Neoplasm Diseases 0.000 description 3
- 238000011529 RT qPCR Methods 0.000 description 3
- 101710187830 Tumor necrosis factor receptor superfamily member 1B Proteins 0.000 description 3
- 239000012190 activator Substances 0.000 description 3
- 230000001154 acute effect Effects 0.000 description 3
- 230000001464 adherent effect Effects 0.000 description 3
- 230000000735 allogeneic effect Effects 0.000 description 3
- 239000002870 angiogenesis inducing agent Substances 0.000 description 3
- 230000001640 apoptogenic effect Effects 0.000 description 3
- 230000009286 beneficial effect Effects 0.000 description 3
- 238000001574 biopsy Methods 0.000 description 3
- 230000037396 body weight Effects 0.000 description 3
- 210000001185 bone marrow Anatomy 0.000 description 3
- 230000000747 cardiac effect Effects 0.000 description 3
- 238000004590 computer program Methods 0.000 description 3
- 238000013461 design Methods 0.000 description 3
- 238000001514 detection method Methods 0.000 description 3
- YQGOJNYOYNNSMM-UHFFFAOYSA-N eosin Chemical compound [Na+].OC(=O)C1=CC=CC=C1C1=C2C=C(Br)C(=O)C(Br)=C2OC2=C(Br)C(O)=C(Br)C=C21 YQGOJNYOYNNSMM-UHFFFAOYSA-N 0.000 description 3
- 230000007813 immunodeficiency Effects 0.000 description 3
- 238000012744 immunostaining Methods 0.000 description 3
- 238000011534 incubation Methods 0.000 description 3
- 239000003112 inhibitor Substances 0.000 description 3
- 238000004519 manufacturing process Methods 0.000 description 3
- 239000002609 medium Substances 0.000 description 3
- 230000001537 neural effect Effects 0.000 description 3
- 238000010606 normalization Methods 0.000 description 3
- 239000000546 pharmaceutical excipient Substances 0.000 description 3
- 238000011552 rat model Methods 0.000 description 3
- 238000011160 research Methods 0.000 description 3
- 208000002491 severe combined immunodeficiency Diseases 0.000 description 3
- 210000000603 stem cell niche Anatomy 0.000 description 3
- 210000002536 stromal cell Anatomy 0.000 description 3
- 230000004083 survival effect Effects 0.000 description 3
- 238000010200 validation analysis Methods 0.000 description 3
- 102100036537 von Willebrand factor Human genes 0.000 description 3
- BGWLYQZDNFIFRX-UHFFFAOYSA-N 5-[3-[2-[3-(3,8-diamino-6-phenylphenanthridin-5-ium-5-yl)propylamino]ethylamino]propyl]-6-phenylphenanthridin-5-ium-3,8-diamine;dichloride Chemical compound [Cl-].[Cl-].C=1C(N)=CC=C(C2=CC=C(N)C=C2[N+]=2CCCNCCNCCC[N+]=3C4=CC(N)=CC=C4C4=CC=C(N)C=C4C=3C=3C=CC=CC=3)C=1C=2C1=CC=CC=C1 BGWLYQZDNFIFRX-UHFFFAOYSA-N 0.000 description 2
- 206010001052 Acute respiratory distress syndrome Diseases 0.000 description 2
- 102000010637 Aquaporins Human genes 0.000 description 2
- 108010063290 Aquaporins Proteins 0.000 description 2
- CIWBSHSKHKDKBQ-JLAZNSOCSA-N Ascorbic acid Chemical compound OC[C@H](O)[C@H]1OC(=O)C(O)=C1O CIWBSHSKHKDKBQ-JLAZNSOCSA-N 0.000 description 2
- 201000001178 Bacterial Pneumonia Diseases 0.000 description 2
- 108010049931 Bone Morphogenetic Protein 2 Proteins 0.000 description 2
- 102100024506 Bone morphogenetic protein 2 Human genes 0.000 description 2
- 102000004219 Brain-derived neurotrophic factor Human genes 0.000 description 2
- 108090000715 Brain-derived neurotrophic factor Proteins 0.000 description 2
- 208000016216 Choristoma Diseases 0.000 description 2
- 208000017667 Chronic Disease Diseases 0.000 description 2
- 102000029816 Collagenase Human genes 0.000 description 2
- 108060005980 Collagenase Proteins 0.000 description 2
- 206010010099 Combined immunodeficiency Diseases 0.000 description 2
- 206010014561 Emphysema Diseases 0.000 description 2
- 241000282326 Felis catus Species 0.000 description 2
- 102000003974 Fibroblast growth factor 2 Human genes 0.000 description 2
- 108090000379 Fibroblast growth factor 2 Proteins 0.000 description 2
- 208000009329 Graft vs Host Disease Diseases 0.000 description 2
- 102000003745 Hepatocyte Growth Factor Human genes 0.000 description 2
- 108090000100 Hepatocyte Growth Factor Proteins 0.000 description 2
- 102000004372 Insulin-like growth factor binding protein 2 Human genes 0.000 description 2
- 108090000964 Insulin-like growth factor binding protein 2 Proteins 0.000 description 2
- 102000015336 Nerve Growth Factor Human genes 0.000 description 2
- 241000283973 Oryctolagus cuniculus Species 0.000 description 2
- 241001494479 Pecora Species 0.000 description 2
- 206010035737 Pneumonia viral Diseases 0.000 description 2
- 238000012896 Statistical algorithm Methods 0.000 description 2
- 101710088580 Stromal cell-derived factor 1 Proteins 0.000 description 2
- 210000000577 adipose tissue Anatomy 0.000 description 2
- 239000000443 aerosol Substances 0.000 description 2
- 150000001413 amino acids Chemical class 0.000 description 2
- 238000013398 bayesian method Methods 0.000 description 2
- 229940077737 brain-derived neurotrophic factor Drugs 0.000 description 2
- 230000010261 cell growth Effects 0.000 description 2
- 239000002771 cell marker Substances 0.000 description 2
- 210000002236 cellular spheroid Anatomy 0.000 description 2
- 230000008859 change Effects 0.000 description 2
- 239000007795 chemical reaction product Substances 0.000 description 2
- 239000003153 chemical reaction reagent Substances 0.000 description 2
- 230000001684 chronic effect Effects 0.000 description 2
- 229960002424 collagenase Drugs 0.000 description 2
- 239000002299 complementary DNA Substances 0.000 description 2
- 230000007423 decrease Effects 0.000 description 2
- 238000009795 derivation Methods 0.000 description 2
- 238000012137 double-staining Methods 0.000 description 2
- 239000003814 drug Substances 0.000 description 2
- 230000002526 effect on cardiovascular system Effects 0.000 description 2
- 230000002500 effect on skin Effects 0.000 description 2
- 210000002950 fibroblast Anatomy 0.000 description 2
- 239000012634 fragment Substances 0.000 description 2
- 230000002068 genetic effect Effects 0.000 description 2
- RWSXRVCMGQZWBV-WDSKDSINSA-N glutathione Chemical compound OC(=O)[C@@H](N)CCC(=O)N[C@@H](CS)C(=O)NCC(O)=O RWSXRVCMGQZWBV-WDSKDSINSA-N 0.000 description 2
- 208000024908 graft versus host disease Diseases 0.000 description 2
- 239000005090 green fluorescent protein Substances 0.000 description 2
- 230000012010 growth Effects 0.000 description 2
- 230000036541 health Effects 0.000 description 2
- 238000007417 hierarchical cluster analysis Methods 0.000 description 2
- 238000003364 immunohistochemistry Methods 0.000 description 2
- 230000001939 inductive effect Effects 0.000 description 2
- 238000001990 intravenous administration Methods 0.000 description 2
- 238000010253 intravenous injection Methods 0.000 description 2
- 230000000670 limiting effect Effects 0.000 description 2
- 238000010872 live dead assay kit Methods 0.000 description 2
- 238000010801 machine learning Methods 0.000 description 2
- 238000013178 mathematical model Methods 0.000 description 2
- 108010082117 matrigel Proteins 0.000 description 2
- 230000001404 mediated effect Effects 0.000 description 2
- 108020004999 messenger RNA Proteins 0.000 description 2
- 239000002207 metabolite Substances 0.000 description 2
- 238000012986 modification Methods 0.000 description 2
- 230000004048 modification Effects 0.000 description 2
- 238000000491 multivariate analysis Methods 0.000 description 2
- 102000039446 nucleic acids Human genes 0.000 description 2
- 108020004707 nucleic acids Proteins 0.000 description 2
- 150000007523 nucleic acids Chemical class 0.000 description 2
- 230000008520 organization Effects 0.000 description 2
- 230000036961 partial effect Effects 0.000 description 2
- 238000012567 pattern recognition method Methods 0.000 description 2
- 210000001778 pluripotent stem cell Anatomy 0.000 description 2
- 230000029279 positive regulation of transcription, DNA-dependent Effects 0.000 description 2
- 238000002360 preparation method Methods 0.000 description 2
- 230000001686 pro-survival effect Effects 0.000 description 2
- 230000035755 proliferation Effects 0.000 description 2
- 230000002685 pulmonary effect Effects 0.000 description 2
- 238000000746 purification Methods 0.000 description 2
- 238000003753 real-time PCR Methods 0.000 description 2
- 230000009467 reduction Effects 0.000 description 2
- 230000008263 repair mechanism Effects 0.000 description 2
- 230000008439 repair process Effects 0.000 description 2
- 238000012552 review Methods 0.000 description 2
- 239000007787 solid Substances 0.000 description 2
- 239000000243 solution Substances 0.000 description 2
- 238000009168 stem cell therapy Methods 0.000 description 2
- 238000009580 stem-cell therapy Methods 0.000 description 2
- 239000000829 suppository Substances 0.000 description 2
- 238000012349 terminal deoxynucleotidyl transferase dUTP nick-end labeling Methods 0.000 description 2
- MPLHNVLQVRSVEE-UHFFFAOYSA-N texas red Chemical compound [O-]S(=O)(=O)C1=CC(S(Cl)(=O)=O)=CC=C1C(C1=CC=2CCCN3CCCC(C=23)=C1O1)=C2C1=C(CCC1)C3=[N+]1CCCC3=C2 MPLHNVLQVRSVEE-UHFFFAOYSA-N 0.000 description 2
- 230000000699 topical effect Effects 0.000 description 2
- 238000002054 transplantation Methods 0.000 description 2
- 210000003606 umbilical vein Anatomy 0.000 description 2
- 238000012762 unpaired Student’s t-test Methods 0.000 description 2
- 210000005166 vasculature Anatomy 0.000 description 2
- 210000003462 vein Anatomy 0.000 description 2
- 208000009421 viral pneumonia Diseases 0.000 description 2
- 230000003442 weekly effect Effects 0.000 description 2
- DGVVWUTYPXICAM-UHFFFAOYSA-N β‐Mercaptoethanol Chemical compound OCCS DGVVWUTYPXICAM-UHFFFAOYSA-N 0.000 description 2
- FWBHETKCLVMNFS-UHFFFAOYSA-N 4',6-Diamino-2-phenylindol Chemical compound C1=CC(C(=N)N)=CC=C1C1=CC2=CC=C(C(N)=N)C=C2N1 FWBHETKCLVMNFS-UHFFFAOYSA-N 0.000 description 1
- 235000002198 Annona diversifolia Nutrition 0.000 description 1
- 206010002660 Anoxia Diseases 0.000 description 1
- 241000976983 Anoxia Species 0.000 description 1
- 208000023275 Autoimmune disease Diseases 0.000 description 1
- 241000212384 Bifora Species 0.000 description 1
- 241000283690 Bos taurus Species 0.000 description 1
- 206010006458 Bronchitis chronic Diseases 0.000 description 1
- 241000282832 Camelidae Species 0.000 description 1
- 241000282472 Canis lupus familiaris Species 0.000 description 1
- 241000283707 Capra Species 0.000 description 1
- 102100028892 Cardiotrophin-1 Human genes 0.000 description 1
- 102000053642 Catalytic RNA Human genes 0.000 description 1
- 108090000994 Catalytic RNA Proteins 0.000 description 1
- 108010008951 Chemokine CXCL12 Proteins 0.000 description 1
- 241001529297 Coregonus peled Species 0.000 description 1
- 102000001189 Cyclic Peptides Human genes 0.000 description 1
- 108010069514 Cyclic Peptides Proteins 0.000 description 1
- 239000004375 Dextrin Substances 0.000 description 1
- 229920001353 Dextrin Polymers 0.000 description 1
- 239000006144 Dulbecco’s modified Eagle's medium Substances 0.000 description 1
- KCXVZYZYPLLWCC-UHFFFAOYSA-N EDTA Chemical compound OC(=O)CN(CC(O)=O)CCN(CC(O)=O)CC(O)=O KCXVZYZYPLLWCC-UHFFFAOYSA-N 0.000 description 1
- 241000283086 Equidae Species 0.000 description 1
- 102100027286 Fanconi anemia group C protein Human genes 0.000 description 1
- 102000018233 Fibroblast Growth Factor Human genes 0.000 description 1
- 108050007372 Fibroblast Growth Factor Proteins 0.000 description 1
- 241000287828 Gallus gallus Species 0.000 description 1
- CEAZRRDELHUEMR-URQXQFDESA-N Gentamicin Chemical compound O1[C@H](C(C)NC)CC[C@@H](N)[C@H]1O[C@H]1[C@H](O)[C@@H](O[C@@H]2[C@@H]([C@@H](NC)[C@@](C)(O)CO2)O)[C@H](N)C[C@@H]1N CEAZRRDELHUEMR-URQXQFDESA-N 0.000 description 1
- 229930182566 Gentamicin Natural products 0.000 description 1
- WQZGKKKJIJFFOK-GASJEMHNSA-N Glucose Natural products OC[C@H]1OC(O)[C@H](O)[C@@H](O)[C@@H]1O WQZGKKKJIJFFOK-GASJEMHNSA-N 0.000 description 1
- 108010024636 Glutathione Proteins 0.000 description 1
- 108010043121 Green Fluorescent Proteins Proteins 0.000 description 1
- 208000023329 Gun shot wound Diseases 0.000 description 1
- 206010019196 Head injury Diseases 0.000 description 1
- 101000958041 Homo sapiens Musculin Proteins 0.000 description 1
- 101000617130 Homo sapiens Stromal cell-derived factor 1 Proteins 0.000 description 1
- 206010021143 Hypoxia Diseases 0.000 description 1
- 208000029523 Interstitial Lung disease Diseases 0.000 description 1
- ZDXPYRJPNDTMRX-VKHMYHEASA-N L-glutamine Chemical compound OC(=O)[C@@H](N)CCC(N)=O ZDXPYRJPNDTMRX-VKHMYHEASA-N 0.000 description 1
- 229930182816 L-glutamine Natural products 0.000 description 1
- 241000282838 Lama Species 0.000 description 1
- 108060001084 Luciferase Proteins 0.000 description 1
- 239000005089 Luciferase Substances 0.000 description 1
- 208000004852 Lung Injury Diseases 0.000 description 1
- 241000124008 Mammalia Species 0.000 description 1
- 206010029888 Obliterative bronchiolitis Diseases 0.000 description 1
- 238000002944 PCR assay Methods 0.000 description 1
- 108010067787 Proteoglycans Proteins 0.000 description 1
- 206010037423 Pulmonary oedema Diseases 0.000 description 1
- 108091030071 RNAI Proteins 0.000 description 1
- 108700008625 Reporter Genes Proteins 0.000 description 1
- 208000013616 Respiratory Distress Syndrome Diseases 0.000 description 1
- 108091027967 Small hairpin RNA Proteins 0.000 description 1
- CZMRCDWAGMRECN-UGDNZRGBSA-N Sucrose Chemical compound O[C@H]1[C@H](O)[C@@H](CO)O[C@@]1(CO)O[C@@H]1[C@H](O)[C@@H](O)[C@H](O)[C@@H](CO)O1 CZMRCDWAGMRECN-UGDNZRGBSA-N 0.000 description 1
- 229930006000 Sucrose Natural products 0.000 description 1
- 241000282898 Sus scrofa Species 0.000 description 1
- 206010052779 Transplant rejections Diseases 0.000 description 1
- 206010069363 Traumatic lung injury Diseases 0.000 description 1
- 238000002835 absorbance Methods 0.000 description 1
- 230000003213 activating effect Effects 0.000 description 1
- 239000002671 adjuvant Substances 0.000 description 1
- 201000000028 adult respiratory distress syndrome Diseases 0.000 description 1
- 239000000556 agonist Substances 0.000 description 1
- 238000011316 allogeneic transplantation Methods 0.000 description 1
- 230000004075 alteration Effects 0.000 description 1
- 210000002821 alveolar epithelial cell Anatomy 0.000 description 1
- 210000002588 alveolar type II cell Anatomy 0.000 description 1
- 230000001668 ameliorated effect Effects 0.000 description 1
- 238000010171 animal model Methods 0.000 description 1
- 230000007953 anoxia Effects 0.000 description 1
- 239000005557 antagonist Substances 0.000 description 1
- 230000002424 anti-apoptotic effect Effects 0.000 description 1
- 230000000692 anti-sense effect Effects 0.000 description 1
- 239000000427 antigen Substances 0.000 description 1
- 102000036639 antigens Human genes 0.000 description 1
- 108091007433 antigens Proteins 0.000 description 1
- 239000003963 antioxidant agent Substances 0.000 description 1
- 230000003078 antioxidant effect Effects 0.000 description 1
- 235000006708 antioxidants Nutrition 0.000 description 1
- 238000013473 artificial intelligence Methods 0.000 description 1
- 229960005070 ascorbic acid Drugs 0.000 description 1
- 235000010323 ascorbic acid Nutrition 0.000 description 1
- 239000011668 ascorbic acid Substances 0.000 description 1
- 230000002238 attenuated effect Effects 0.000 description 1
- 230000001580 bacterial effect Effects 0.000 description 1
- 244000052616 bacterial pathogen Species 0.000 description 1
- 210000000270 basal cell Anatomy 0.000 description 1
- WQZGKKKJIJFFOK-FPRJBGLDSA-N beta-D-galactose Chemical compound OC[C@H]1O[C@@H](O)[C@H](O)[C@@H](O)[C@H]1O WQZGKKKJIJFFOK-FPRJBGLDSA-N 0.000 description 1
- WQZGKKKJIJFFOK-VFUOTHLCSA-N beta-D-glucose Chemical compound OC[C@H]1O[C@@H](O)[C@H](O)[C@@H](O)[C@@H]1O WQZGKKKJIJFFOK-VFUOTHLCSA-N 0.000 description 1
- 108010005774 beta-Galactosidase Proteins 0.000 description 1
- 239000012620 biological material Substances 0.000 description 1
- 210000004369 blood Anatomy 0.000 description 1
- 239000008280 blood Substances 0.000 description 1
- 210000004204 blood vessel Anatomy 0.000 description 1
- 210000004271 bone marrow stromal cell Anatomy 0.000 description 1
- 201000003848 bronchiolitis obliterans Diseases 0.000 description 1
- 208000023367 bronchiolitis obliterans with obstructive pulmonary disease Diseases 0.000 description 1
- 206010006451 bronchitis Diseases 0.000 description 1
- 206010006475 bronchopulmonary dysplasia Diseases 0.000 description 1
- 239000000872 buffer Substances 0.000 description 1
- BQRGNLJZBFXNCZ-UHFFFAOYSA-N calcein am Chemical compound O1C(=O)C2=CC=CC=C2C21C1=CC(CN(CC(=O)OCOC(C)=O)CC(=O)OCOC(C)=O)=C(OC(C)=O)C=C1OC1=C2C=C(CN(CC(=O)OCOC(C)=O)CC(=O)OCOC(=O)C)C(OC(C)=O)=C1 BQRGNLJZBFXNCZ-UHFFFAOYSA-N 0.000 description 1
- 238000004422 calculation algorithm Methods 0.000 description 1
- 244000309466 calf Species 0.000 description 1
- 201000011510 cancer Diseases 0.000 description 1
- 150000001720 carbohydrates Chemical class 0.000 description 1
- 235000014633 carbohydrates Nutrition 0.000 description 1
- 210000004413 cardiac myocyte Anatomy 0.000 description 1
- 108010041776 cardiotrophin 1 Proteins 0.000 description 1
- 239000000969 carrier Substances 0.000 description 1
- 238000000423 cell based assay Methods 0.000 description 1
- 230000025084 cell cycle arrest Effects 0.000 description 1
- 230000030833 cell death Effects 0.000 description 1
- 230000024245 cell differentiation Effects 0.000 description 1
- 230000004663 cell proliferation Effects 0.000 description 1
- 238000002659 cell therapy Methods 0.000 description 1
- 230000001413 cellular effect Effects 0.000 description 1
- 238000012512 characterization method Methods 0.000 description 1
- 239000002738 chelating agent Substances 0.000 description 1
- 238000006243 chemical reaction Methods 0.000 description 1
- 229940112822 chewing gum Drugs 0.000 description 1
- 235000015218 chewing gum Nutrition 0.000 description 1
- 208000007451 chronic bronchitis Diseases 0.000 description 1
- 230000004186 co-expression Effects 0.000 description 1
- 238000007398 colorimetric assay Methods 0.000 description 1
- 230000001143 conditioned effect Effects 0.000 description 1
- 238000004624 confocal microscopy Methods 0.000 description 1
- 238000012937 correction Methods 0.000 description 1
- 238000002790 cross-validation Methods 0.000 description 1
- 230000001186 cumulative effect Effects 0.000 description 1
- 238000007405 data analysis Methods 0.000 description 1
- 230000034994 death Effects 0.000 description 1
- 230000003247 decreasing effect Effects 0.000 description 1
- 230000001419 dependent effect Effects 0.000 description 1
- 239000007933 dermal patch Substances 0.000 description 1
- 235000019425 dextrin Nutrition 0.000 description 1
- 239000003085 diluting agent Substances 0.000 description 1
- 208000035475 disorder Diseases 0.000 description 1
- 229940079593 drug Drugs 0.000 description 1
- 238000007877 drug screening Methods 0.000 description 1
- 230000009977 dual effect Effects 0.000 description 1
- 230000006862 enzymatic digestion Effects 0.000 description 1
- 230000002255 enzymatic effect Effects 0.000 description 1
- 238000011156 evaluation Methods 0.000 description 1
- 230000007717 exclusion Effects 0.000 description 1
- 238000002474 experimental method Methods 0.000 description 1
- 239000003889 eye drop Substances 0.000 description 1
- 229940012356 eye drops Drugs 0.000 description 1
- 210000004700 fetal blood Anatomy 0.000 description 1
- MHMNJMPURVTYEJ-UHFFFAOYSA-N fluorescein-5-isothiocyanate Chemical compound O1C(=O)C2=CC(N=C=S)=CC=C2C21C1=CC=C(O)C=C1OC1=CC(O)=CC=C21 MHMNJMPURVTYEJ-UHFFFAOYSA-N 0.000 description 1
- 230000002538 fungal effect Effects 0.000 description 1
- 244000053095 fungal pathogen Species 0.000 description 1
- 239000000499 gel Substances 0.000 description 1
- 230000009368 gene silencing by RNA Effects 0.000 description 1
- 238000001415 gene therapy Methods 0.000 description 1
- 229960002518 gentamicin Drugs 0.000 description 1
- 239000008103 glucose Substances 0.000 description 1
- 229960003180 glutathione Drugs 0.000 description 1
- 238000003306 harvesting Methods 0.000 description 1
- 210000003958 hematopoietic stem cell Anatomy 0.000 description 1
- 102000046949 human MSC Human genes 0.000 description 1
- 238000003384 imaging method Methods 0.000 description 1
- 238000003125 immunofluorescent labeling Methods 0.000 description 1
- 239000007943 implant Substances 0.000 description 1
- 238000002513 implantation Methods 0.000 description 1
- 238000000099 in vitro assay Methods 0.000 description 1
- 238000005462 in vivo assay Methods 0.000 description 1
- 238000011065 in-situ storage Methods 0.000 description 1
- 230000006698 induction Effects 0.000 description 1
- 230000002401 inhibitory effect Effects 0.000 description 1
- 238000011221 initial treatment Methods 0.000 description 1
- 239000007972 injectable composition Substances 0.000 description 1
- 239000002085 irritant Substances 0.000 description 1
- 231100000021 irritant Toxicity 0.000 description 1
- 238000002955 isolation Methods 0.000 description 1
- 239000003446 ligand Substances 0.000 description 1
- 238000000670 ligand binding assay Methods 0.000 description 1
- 239000007788 liquid Substances 0.000 description 1
- 244000144972 livestock Species 0.000 description 1
- 239000006210 lotion Substances 0.000 description 1
- 239000007937 lozenge Substances 0.000 description 1
- 231100000515 lung injury Toxicity 0.000 description 1
- 238000012423 maintenance Methods 0.000 description 1
- 238000013507 mapping Methods 0.000 description 1
- 238000000691 measurement method Methods 0.000 description 1
- 238000002493 microarray Methods 0.000 description 1
- 238000000386 microscopy Methods 0.000 description 1
- 230000000877 morphologic effect Effects 0.000 description 1
- 238000010172 mouse model Methods 0.000 description 1
- 230000035772 mutation Effects 0.000 description 1
- 208000010125 myocardial infarction Diseases 0.000 description 1
- 239000006199 nebulizer Substances 0.000 description 1
- 239000013642 negative control Substances 0.000 description 1
- 210000001178 neural stem cell Anatomy 0.000 description 1
- 238000007899 nucleic acid hybridization Methods 0.000 description 1
- 239000002674 ointment Substances 0.000 description 1
- 238000001543 one-way ANOVA Methods 0.000 description 1
- 210000000056 organ Anatomy 0.000 description 1
- 230000007170 pathology Effects 0.000 description 1
- 239000006187 pill Substances 0.000 description 1
- 210000005059 placental tissue Anatomy 0.000 description 1
- 206010035653 pneumoconiosis Diseases 0.000 description 1
- 229920001184 polypeptide Polymers 0.000 description 1
- 230000036515 potency Effects 0.000 description 1
- 239000003755 preservative agent Substances 0.000 description 1
- 102000004196 processed proteins & peptides Human genes 0.000 description 1
- 108090000765 processed proteins & peptides Proteins 0.000 description 1
- 239000000047 product Substances 0.000 description 1
- 230000001902 propagating effect Effects 0.000 description 1
- 238000003498 protein array Methods 0.000 description 1
- 208000005333 pulmonary edema Diseases 0.000 description 1
- 208000002815 pulmonary hypertension Diseases 0.000 description 1
- 208000008128 pulmonary tuberculosis Diseases 0.000 description 1
- 239000001397 quillaja saponaria molina bark Substances 0.000 description 1
- 239000013074 reference sample Substances 0.000 description 1
- 230000000241 respiratory effect Effects 0.000 description 1
- 108091092562 ribozyme Proteins 0.000 description 1
- 229930182490 saponin Natural products 0.000 description 1
- 150000007949 saponins Chemical class 0.000 description 1
- 201000000306 sarcoidosis Diseases 0.000 description 1
- 231100000241 scar Toxicity 0.000 description 1
- 230000028327 secretion Effects 0.000 description 1
- 230000035945 sensitivity Effects 0.000 description 1
- 238000000926 separation method Methods 0.000 description 1
- 230000000391 smoking effect Effects 0.000 description 1
- 210000001082 somatic cell Anatomy 0.000 description 1
- 241000894007 species Species 0.000 description 1
- 238000004611 spectroscopical analysis Methods 0.000 description 1
- 238000010183 spectrum analysis Methods 0.000 description 1
- 239000007921 spray Substances 0.000 description 1
- 239000003381 stabilizer Substances 0.000 description 1
- 238000013179 statistical model Methods 0.000 description 1
- 238000003860 storage Methods 0.000 description 1
- 239000005720 sucrose Substances 0.000 description 1
- 239000013589 supplement Substances 0.000 description 1
- 238000013268 sustained release Methods 0.000 description 1
- 239000012730 sustained-release form Substances 0.000 description 1
- 239000006188 syrup Substances 0.000 description 1
- 235000020357 syrup Nutrition 0.000 description 1
- 231100000378 teratogenic Toxicity 0.000 description 1
- 230000003390 teratogenic effect Effects 0.000 description 1
- 230000000451 tissue damage Effects 0.000 description 1
- 231100000827 tissue damage Toxicity 0.000 description 1
- 230000007838 tissue remodeling Effects 0.000 description 1
- 238000013518 transcription Methods 0.000 description 1
- 230000035897 transcription Effects 0.000 description 1
- 230000002103 transcriptional effect Effects 0.000 description 1
- 230000037426 transcriptional repression Effects 0.000 description 1
- 230000037317 transdermal delivery Effects 0.000 description 1
- 230000026683 transduction Effects 0.000 description 1
- 238000010361 transduction Methods 0.000 description 1
- 230000009261 transgenic effect Effects 0.000 description 1
- 210000003954 umbilical cord Anatomy 0.000 description 1
- 108700026220 vif Genes Proteins 0.000 description 1
- 244000052613 viral pathogen Species 0.000 description 1
- 238000011179 visual inspection Methods 0.000 description 1
- 108010047303 von Willebrand Factor Proteins 0.000 description 1
- 229960001134 von willebrand factor Drugs 0.000 description 1
- 238000010626 work up procedure Methods 0.000 description 1
Images
Classifications
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61K—PREPARATIONS FOR MEDICAL, DENTAL OR TOILETRY PURPOSES
- A61K35/00—Medicinal preparations containing materials or reaction products thereof with undetermined constitution
- A61K35/12—Materials from mammals; Compositions comprising non-specified tissues or cells; Compositions comprising non-embryonic stem cells; Genetically modified cells
- A61K35/42—Respiratory system, e.g. lungs, bronchi or lung cells
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61P—SPECIFIC THERAPEUTIC ACTIVITY OF CHEMICAL COMPOUNDS OR MEDICINAL PREPARATIONS
- A61P11/00—Drugs for disorders of the respiratory system
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61P—SPECIFIC THERAPEUTIC ACTIVITY OF CHEMICAL COMPOUNDS OR MEDICINAL PREPARATIONS
- A61P11/00—Drugs for disorders of the respiratory system
- A61P11/06—Antiasthmatics
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61P—SPECIFIC THERAPEUTIC ACTIVITY OF CHEMICAL COMPOUNDS OR MEDICINAL PREPARATIONS
- A61P31/00—Antiinfectives, i.e. antibiotics, antiseptics, chemotherapeutics
- A61P31/04—Antibacterial agents
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61P—SPECIFIC THERAPEUTIC ACTIVITY OF CHEMICAL COMPOUNDS OR MEDICINAL PREPARATIONS
- A61P35/00—Antineoplastic agents
-
- C—CHEMISTRY; METALLURGY
- C12—BIOCHEMISTRY; BEER; SPIRITS; WINE; VINEGAR; MICROBIOLOGY; ENZYMOLOGY; MUTATION OR GENETIC ENGINEERING
- C12N—MICROORGANISMS OR ENZYMES; COMPOSITIONS THEREOF; PROPAGATING, PRESERVING, OR MAINTAINING MICROORGANISMS; MUTATION OR GENETIC ENGINEERING; CULTURE MEDIA
- C12N5/00—Undifferentiated human, animal or plant cells, e.g. cell lines; Tissues; Cultivation or maintenance thereof; Culture media therefor
- C12N5/06—Animal cells or tissues; Human cells or tissues
- C12N5/0602—Vertebrate cells
- C12N5/0688—Cells from the lungs or the respiratory tract
-
- C—CHEMISTRY; METALLURGY
- C12—BIOCHEMISTRY; BEER; SPIRITS; WINE; VINEGAR; MICROBIOLOGY; ENZYMOLOGY; MUTATION OR GENETIC ENGINEERING
- C12N—MICROORGANISMS OR ENZYMES; COMPOSITIONS THEREOF; PROPAGATING, PRESERVING, OR MAINTAINING MICROORGANISMS; MUTATION OR GENETIC ENGINEERING; CULTURE MEDIA
- C12N2513/00—3D culture
-
- C—CHEMISTRY; METALLURGY
- C12—BIOCHEMISTRY; BEER; SPIRITS; WINE; VINEGAR; MICROBIOLOGY; ENZYMOLOGY; MUTATION OR GENETIC ENGINEERING
- C12N—MICROORGANISMS OR ENZYMES; COMPOSITIONS THEREOF; PROPAGATING, PRESERVING, OR MAINTAINING MICROORGANISMS; MUTATION OR GENETIC ENGINEERING; CULTURE MEDIA
- C12N2533/00—Supports or coatings for cell culture, characterised by material
- C12N2533/50—Proteins
-
- C—CHEMISTRY; METALLURGY
- C12—BIOCHEMISTRY; BEER; SPIRITS; WINE; VINEGAR; MICROBIOLOGY; ENZYMOLOGY; MUTATION OR GENETIC ENGINEERING
- C12N—MICROORGANISMS OR ENZYMES; COMPOSITIONS THEREOF; PROPAGATING, PRESERVING, OR MAINTAINING MICROORGANISMS; MUTATION OR GENETIC ENGINEERING; CULTURE MEDIA
- C12N2533/00—Supports or coatings for cell culture, characterised by material
- C12N2533/50—Proteins
- C12N2533/52—Fibronectin; Laminin
Definitions
- This invention relates generally to the discovery of novel mammalian lung spheroids and lung spheroid cells (LSCs) and uses thereof.
- LSCs lung spheroid cells
- Lung diseases such as chronic obstructive pulmonary disease (COPD) and idiopathic pulmonary fibrosis (IPF) are devastating conditions and according to the World Health Organization (WHO), in the top five causes of mortality worldwide[1].
- COPD chronic obstructive pulmonary disease
- IPF idiopathic pulmonary fibrosis
- WHO World Health Organization
- Stem cell therapy is a promising approach to lung regenerative medicine [2].
- Current preclinical and clinical efforts are focusing on the infusions of stromal cells isolated from human bone marrow, adipose tissue, placental tissue or cord blood (referred to either as mesenchymal stem cells or as marrow stromal cells) to treat patients with COPD, bronchopulmonary dysplasia, bronchiolitis obliterans, asthma or acute lung injury [3-5, 6, 7] ⁇ .
- Pluripotent cells such as embryonic stem cells or induced pluripotent stem cells hold great differentiation and proliferation potential but clinical translation is hampered by potential teratogenic risk in human trials [8-10].
- a variety of resident lung stem cell types have been identified [11-16]. Compared to mesenchymal stem cells, isolation and expansion of these resident lung stem cells for clinical usage remain a challenge. Antigenic sorting and purification are normally required. Furthermore, it is yet to be determined which surface marker(s) identify the best cell sources of lung stem cells for regenerative therapies.
- cardiospheres for the treatment of a damaged and diseased organs such as the heart.
- the cardiospheres were prepared by culturing with media containing added growth factors, specifically basic fibroblast growth factor (bFGF), cardiotrophin-1, and epidermal growth factor (EGF).
- bFGF basic fibroblast growth factor
- EGF epidermal growth factor
- Lung diseases are devastating conditions and ranked as one of the top five causes of mortality worldwide according to the World Health Organization.
- Stem cell therapy is a promising strategy for lung regeneration.
- Previous animal and clinical studies have been focused on the use of mesenchymal stem cells (from other parts of the body) for lung regeneration.
- This disclosure is directed to a rapid and robust method to generate therapeutic resident lung progenitors from adult lung tissues.
- Outgrowth cells from adult human lung tissues form self-aggregated into three-dimensional lung spheroids in a suspension culture. Without antigenic sorting/purification, lung spheroids recapitulate stem cell niche in vitro and contain a useful novel mixture of lung stem cells and supporting cells.
- lung spheroid cells can be expanded to a large quantity and display potential to differentiate into alveolar structures and acquire mature lung epithelial phenotypes.
- severe combined immunodeficiency mice with bleomycin-induced pulmonary fibrosis intravenously-injected human lung spheroid cells inhibit apoptosis, fibrosis, and infiltration, but promote angiogenesis.
- lung spheroid cells (LSCs) outperform adipose-derived mesenchymal stem cells (MSCs) in reducing fibrotic thickening and infiltration.
- MSCs mesenchymal stem cells
- the present invention provides a method for preparing therapeutically useful mammalian lung spheroids which comprises (i) culturing human lung tissue explant cells under adherent culture conditions to form a first lung cell outgrowth culture; (ii) culturing the first lung cell outgrowth culture under low-adherence conditions to form lung spheroid clusters; and (iii) recovering the therapeutically useful mammalian lung spheroids.
- the invention also provides a method for preparing therapeutically useful mammalian lung spheroid cells which comprises (i) culturing human lung tissue explant cells under adherent culture conditions to form a first lung cell outgrowth culture; (ii) culturing the first lung cell outgrowth culture under low-adherence conditions to form lung spheroids; and (iii) culturing the lung spheroids under adherent culture conditions so as to form the therapeutically useful mammalian lung spheroid cells.
- the invention provides methods for treatment.
- a method for the treatment of a lung disease in a mammalian patient which comprises providing to the patient a therapeutically effective amount of mammalian lung spheroids wherein the lung spheroids were prepared by (i) culturing a mammalian lung tissue explant under adherent culture conditions to for a first lung cell outgrowth culture; and (ii) culturing the first lung cell outgrowth culture under low-adherence conditions to form lung spheroids.
- a method for the treatment of a lung disease in a mammalian patient which comprises providing to the patient a therapeutically effective amount of mammalian lung spheroid cells wherein the lung spheroid cells were prepared by (i) culturing a mammalian lung tissue explant under adherent culture conditions to for a first lung cell outgrowth culture; (ii) culturing the first lung cell outgrowth culture under low-adherence conditions to form lung spheroids; and (iii) culturing the lung spheroid clusters under adherent culture conditions so as to form the therapeutically useful mammalian lung spheroid cells.
- a pharmaceutical composition comprising mammalian lung spheroids prepared from mammalian lung tissue wherein (a) the lung spheroids have a diameter of about 25 ⁇ M to about 500 ⁇ M; (b) (i) are negative or slightly positive for c-Kit; (ii) negative for at least one hematopoietic marker; and (iii) at least one cardiosphere marker; and (c) a pharmaceutically acceptable carrier.
- a pharmaceutical composition comprising mammalian lung spheroid cells prepared from mammalian lung tissue wherein (a) are slightly positive or negative for (i) c-Kit; (ii) negative for at least one hematopoietic marker; and (iii) negative for at least one cardiosphere marker; and (b) a pharmaceutically acceptable carrier.
- the mammalian lung spheroids or lung spheroid cells may be human lung spheroids or human lung spheroid cells.
- the adherent culture conditions in step (i) may be a glycoprotein-coated, a protein-coated, or a proteoglycan-coated surface such as a collagen-coated surface, a fibronectin-coated surface, a laminin-coated surface or an uncoated plastic surface.
- the low-adherence conditions comprise a bioreactor or a neutrally-charged hydrogel-coated surface or any surface resistant to cell attachment.
- the mammalian lung spheroids or lung spheroid cells may be (i) positive for antibodies to CCSP, CD105, CD90, and Pro-SPC; and (ii) negative for antibodies to hematopoietic markers.
- the LSCs are positive by FACs for the following markers in the following percentages: CD105: 50-100%; CD90: 0-100%; Pro-SPC: 5-100%; CCSP: 5-100%. In another embodiment, the LSCs are CD105: 50-75%; CD90: 0-50%; Pro-SPC: 5-50%; CCSP: 5-50%. In yet another embodiment, the LSCs are CD105: 75-100%; CD90: 50-100%; Pro-SPC: 50-100%; CCSP: 50-100%.
- the culturing conditions may comprise a media that consists essentially of Iscove's Modified Dulbecco's Media (IMDM) and fetal bovine serum (FBS).
- IMDM Iscove's Modified Dulbecco's Media
- FBS fetal bovine serum
- the invention also provides a pharmaceutical composition
- a pharmaceutical composition comprising the lung spheroids or lung spheroid celss obtained according to the method as defined in any of paragraphs [0007, 0008, 0013-1016] cat a concentration comprised between 90-250 ⁇ 10 3 cells/ml, preferably 100-120 ⁇ 10 3 cells/ml, as active principle, together with pharmacologically acceptable adjuvants and/or excipients, said composition being formulated for intravenous injection.
- the mammalian patient may be a human patient or a veterinary patient.
- the treatment may be an allogeneic treatment, an autologous treatment or a xenogeneic treatment.
- the lung disease may be a chronic lung disease or an acute lung disease.
- chronic lung diseases include asthma, chronic obstructive pulmonary disease (COPD), cystic fibrosis, emphysema, lung cancer and pulmonary fibrosis.
- COPD chronic obstructive pulmonary disease
- cystic fibrosis emphysema
- lung cancer emphysema
- pulmonary fibrosis pulmonary fibrosis
- Non-limiting examples of acute lung diseases include a bacterial pneumonia, a bronchiolitis obliterans organizing pneumonia (BOOP), a chemical pneumonia, a viral pneumonia, or a mixture thereof.
- BOOP bronchiolitis obliterans organizing pneumonia
- the mammalian lung spheroids or lung spheroid cells may be delivered by aerosol, direct injection into the lung, intranasally, intraperitoneally, or intravenously.
- the mammalian lung spheroids or lung spheroid cells may be delivered together with biomaterials or other carriers that can help the cells to engraft in the lung.
- the invention also provides method of identifying a compound that prevents or treats a lung disorder, the method comprising the steps of: (a) contacting a compound with a sample comprising a lung spheroid or lung spheroid cells; (b) measuring a level of a gene, a protein or a metabolite associated with the lung disorder; and (c) determining a functional effect of the compound on the level of the gene, the protein, or the metabolite; thereby identifying a compound that prevents or treats the lung disorder.
- FIG. 1A-1D Generation and characterization of lung spheroids and lung spheroid cells.
- FIG. 1A Schematic showing the protocol to grow lung spheroids and lung spheroid cells.
- FIG. 1B Cumulative doublings for LSCs from three different donors.
- FIG. 1C Panel I Edge of lung tissue explants with outgrowth cells becoming confluent and ready to harvest.
- FIG. 1C Panel II Lung spheroids formed from outgrowth cells in suspension culture.
- FIG. 1C Panel III Plated lung spheroids onto fibronectin-coated surfaces to generate lung spheroid cells (LSCs).
- FIG. 1C Panel IV Expansion of LSCs in suspension cultures.
- FIG. 2A-2D Lung spheroid cells contain lung progenitor cells.
- FIG. 2B Immunocytochemistry staining of LSCs for the aforementioned markers.
- FIG. 2D Double staining of Pro-SPC and CSSP in LSCs.
- FIG. 3A-3E In vitro differentiation and paracrine assays of lung spheroid cells.
- FIG. 3A LSCs grown on MatrigelTM and displaying alveoli-like structures (inset).
- FIG. 3B LSCs grown on MatrigelTM expressed aquaporin 5 (white).
- FIG. 3C Human lung epithelial cells cultured in Control media and LSC-conditioned media (CM) and stained for live/dead assay.
- FIG. 3E Representative antibody array images showing the proteins presenting in the CMs from LSCs and NHDF cells.
- FIG. 4A-4F Therapeutic benefits of human LSCs in mice with bleomycin-induced pulmonary fibrosis.
- FIG. 4A A schematic showing the design of mouse studies.
- FIG. 4B Macroscopic views of explanted lungs 14 days after LSC or saline treatment. Hematoxylin & eosin staining ( FIG. 4C ) and Masson's trichrome staining ( FIG. 4D ) are performed on the lungs.
- FIG. 5A-5E Mechanisms underlying the therapeutic effects of LSCs in pulmonary fibrosis.
- FIG. 5D Representative confocal images showing engrafted EGFP-positive LSCs co-express mature lung epithelial cell markers aquaporin 5.
- FIG. 5D qPCR expression levels of fibrosis-related genes in lungs treated with saline or LSCs.
- FIG. 6A-6D Therapeutic superiority of LSCs over AD-MSCs.
- FIG. 6A A schematic showing the design of rat studies.
- FIG. 6B Hematoxylin & eosin staining of rat lung sections 14 days after treatment with saline, AD-MSCs, or LSCs.
- Distinction between human LSCs FIG. 7A ( 1 )- 7 A( 4 )
- BM-MSCs FIG. 7B ( 1 )- 7 B( 4 )
- CD105 and CD90 While expressing CD105 and CD90, MSCs do not express pro-SPC and CCSP.
- FIG. 8A-8C Flow cytometry analysis of cell phenotypes in lung spheroids.
- FIG. 8A Flow cytometry schematic.
- FIG. 8B Flow cytometry of the dissociated cells for different markers.
- FIG. 8C Bar chart showing the relative expression of CD105, CD90, Pro-SPC and CCSP. Lung spheroids were dissociated into single cells by 30 min of incubation in TryPEL SelectTM and then analyzed for expression of CD105, CD90, Pro-SPC and CCSP.
- FIG. 9 Expression of CD105, CD90, Pro-SPC, and CCSP in LSCs transduced with EGFP viral particles.
- FIG. 10 Expression of Aquaporin 5 and Pro-SPC in LSCs cultured on Matrigel.
- FIG. 11 Co-expression of TUNEL with Aquaporin 5, vWF, or CD90 in mice treated with DiO-labeled LSCs.
- FIG. 12 LSCs promote angiogenesis in mouse lungs with PF.
- FIG. 13 Expression of Pro-SPC or Aquaporin 5 in LSCs engrafted in the mouse lungs.
- FIG. 14 Expression of Pro-SPC, CCSP, CD90, and CD105 in rat LSCs.
- FIG. 15 LSCs cultured in media containing 25 ng/mL EGF and no FBS or in media containing 20% FBS and no EGF.
- FIG. 16A-16C Successful derivation of LSCs from mouse lungs with PF.
- FIG. 17 Expression of Pro-SPC, CCSP, CD90, and CD105 in LSCs from mouse lungs with PF.
- FIG. 18 Successful derivation of LSCs from human IPF lungs.
- a lung disorder may be acute lung injury (ALI), acute respiratory distress syndrome (ARDS), asthma, autoimmune disease, bacterial pneumonia, bronchiolitis obliterans organizing pneumonia (BOOP), chemical pneumonia, chronic bronchitis, chronic obstructive pulmonary diseases (COPD), cystic fibrosis, emphysema, interstitial lung diseases including sarcoidosis, idiopathic pulmonary fibrosis (IPF), lung cancer, pneumoconiosis, pneumonia, pulmonary edema, pulmonary hypertension, tuberculosis, or viral pneumonia.
- ALI acute lung injury
- ARDS acute respiratory distress syndrome
- BOOP bronchiolitis obliterans organizing pneumonia
- COPD chronic obstructive pulmonary diseases
- cystic fibrosis emphysema
- interstitial lung diseases including sarcoidosis, idiopathic pulmonary fibrosis (IPF), lung cancer, pneumoconiosis, pneumonia
- the lung disorders may be acute lung disorders such as ALI, ARDS, or pneumonia.
- the lung disorder may be a chronic condition such as asthma, COPD, cystic fibrosis, or IPF.
- a “patient” may be a human or animal (most likely a mammal).
- Animals that may benefit from the technology disclosed herein may be domestic animals, e.g., pets (cats or dogs); working or show animals (camels, horses, llamas); livestock animals (cows, goats, sheep, swine).
- the mammalian lung spheroids may have a (diameter) ranging from about 25 ⁇ M to about 500 ⁇ M; about 50 ⁇ M to about 400 ⁇ M; about 75 ⁇ M to about 300 ⁇ M; about 100 ⁇ M to about 200 ⁇ M. They may contain about 20 to about 10 5 ; or 50 to about 10 4 ; or about 100 to about 10 3 ; about 150 to about 500 single cells.
- the number of cells in the mammalian lung spheroids may be controlled by the plating density on the low-adherence surface. The size of the spheroids may depend on the therapeutic indication. Smaller spheroids will be better able to be delivered intravenously for example. Larger spheroids may be directly injected or placed in a particular site.
- the lung tissues for preparing the spheroids may be lung biopsies or entire donor lungs. It can be healthy or diseased lungs. The lung tissues can be minced or cut into small pieces before plating.
- the lung spheroids or lung spheroid cells are (i) positive for antibodies to CCSP, CD105, CD90, and Pro-SPC, (ii) slightly positive for EpCAM, CD49f, p75 NGF, c-Kit, and (iii) negative for antibodies to CD31, CD34, CD45, pan cytokeritin.
- the culturing conditions may include reagents such as any suitable cell culturing media. It may be IMDM, or other media types too (e.g. DMEM).
- the medium may also include FBS, or other such as calf serum, sheep serum, human serum or serum replacement chemicals, etc.
- the media may also include other supplements, growth factors, and chemicals that are beneficial to cell growth and differentiation.
- the lung spheroids or lung spheroid cells described herein may be used for a variety of therapeutic uses.
- Other cell-based therapies provide examples of methods to expand or deliver these lung cells such as the techniques developed for embryonic stem cells (ESCs), pluripotent stem cells (PSCs), or induced pluripotent stem cells (iPSCs). Culturing techniques have been reviewed in Celiz et al. 2014 Nat Mater 13 570-579 and Visnathan et al. 2014 Frontiers in Pharmacology 5 No. 15 pub July 2, 2014. Therapeutic techniques and the clinical needs for iPSCs also have been reviewed. See Isobe et al. 2014 New Biotechnology 31(5) 411-421.
- lung spheroids To use the lung spheroids described herein, one may use clinical methods similar to those developed for cardiosphere-derived cells. See the review in Goumans et al. 2014 Heart 100 1153-1157; clinical trials described in Malliaras et al. 2014 J Am Coll Card 63 110-122 and Chugh et al. 2012 Circulation 126 S54-S64. Clinical techniques for mesenchymal stem cells for chronic disorders were recently reviewed. See Farini et al. 2014 Stem Cell Int'l ID no. 306573 published Apr. 30, 2014. For allogeneic transplants of lung spheroids or lung spheroid cells techniques such as HLA matching or other techniques may be used to monitor or reduce the risk of graft versus host disease (GVHD). These methods may be similar to those developed for hematopoetic transplants. See for example, Kanate et al. 2014 World J Stem Cell 6(2) 69-81.
- the lung spheroids or lung spheroid cells described herein may be used for a variety of uses including applications such the generation of genetically engineered cells for implantation.
- the lung spheroids/cells may be generated from a patient's own cells (autologous transplantation), cells from a different donor (allogeneic transplantation), or cells from a different species, xenotransplant, such as transgenic or other modifications to reduce or eliminate transplant rejection.
- suitable porcine lung spheroids or lung spheroid cells may be used for human transplantation.
- the lung spheroids/cells may be genetically modified using established ex vivo techniques. Examples of ex vivo techniques include, but are not limited to, U.S. Pat. No.
- the lung spheroids or cells described herein may be used for a variety of uses including diagnostic and cell-based assay applications. These lung spheroids or lung spheroid cells may be used for example to culture and test respiratory irritants and microbes for diagnostic purposes.
- the lung spheroids or cells may be used in a method of diagnosing or detecting bacterial, fungal, or viral pathogens, such as H1N1 influenza, in a sample from a subject comprising: (a) culturing an extract or aliquot of the sample from the subject on the LSCs; (b) detecting the pathogen (H1N1 influenza) in a sample from the subject, by an appropriate assay specific for a biomarker associated with the pathogen (H1N1 influenza); (c) comparing the detected levels to at least one sample from a training set(s), wherein a sample training set(s) comprises data from the levels from a reference sample, and the comparing step comprises applying a statistical algorithm which comprises determining a correlation between the detected levels in the sample from the subject and the detected levels from at least one training set(s); and (d) diagnosing or detecting the pathogen (H1N1 influenza) based on the detected levels in the sample from the subject and the results of the statistical algorithm.
- H1N1 influenza
- H1N1 influenza PCR assay with primers/probes specific for the pathogen
- H1N1 influenza PCR assay with primers/probes specific for the pathogen
- H1N1 influenza a nucleic acid hybridization assay, such as a microarray with nucleic acids specific for the pathogen (H1N1 influenza); or antibody assays with antibodies specific for the pathogen (H1N1 influenza).
- compositions and kits for preparing lung spheroids or lung spheroid cells prepared by the methods described herein.
- the compositions may be suitable for therapeutic uses, e.g., an injectable formulation prepared by methods know to those skilled in the art.
- the lung spheroids or lung spheroid cells may also be used for drug screening or the measurement of “functional effects” in the context of assays for testing means compounds that modulate a phenotype or a gene associated with a lung disorder. This may also be a chemical or phenotypic effect such as altered expression profiles of genes in the lung spheroids or lung spheroid cells; altered expression of genes associated with a lung disorder; altered transcriptional activity of a gene associated with a lung disorder; altered translational activity of an mRNA encoding a gene associated with a lung disorder; or altered activities and the downstream effects of proteins encoded by these genes.
- a functional effect may include transcriptional activation or repression, the ability of cells to proliferate, expression in cells during lung disorder progression, and other cellular characteristics.
- determining the functional effect is meant assaying for a compound that increases or decreases the transcription of genes or the translation of proteins that are indirectly or directly associated with a lung disorder.
- Such functional effects can be measured by any means known to those skilled in the art, e.g., changes in spectroscopic characteristics (e.g., fluorescence, absorbance, refractive index); hydrodynamic (e.g., shape), chromatographic; or solubility properties for the protein; ligand binding assays, e.g., binding to antibodies; measuring inducible markers or transcriptional activation of the marker; measuring changes in enzymatic activity; the ability to increase or decrease cellular proliferation, apoptosis, cell cycle arrest, measuring changes in cell surface markers.
- ligand binding assays e.g., binding to antibodies
- measuring inducible markers or transcriptional activation of the marker measuring changes in enzymatic activity
- the ability to increase or decrease cellular proliferation, apoptosis, cell cycle arrest measuring changes in cell surface markers.
- Validation of the functional effect of a compound on a lung disorder occurrence or progression can also be performed using assays known to those of skill in the art such as studies using mouse models.
- the functional effects can be evaluated by many means known to those skilled in the art, e.g., microscopy for quantitative or qualitative measures of alterations in morphological features, measurement of changes in RNA or protein levels for other genes associated with a lung disorder, measurement of RNA stability, identification of downstream or reporter gene expression (CAT, luciferase, ⁇ -gal, GFP, and the like), e.g., via chemiluminescence, fluorescence, colorimetric reactions, antibody binding, inducible markers, etc.
- Inhibitors,” “activators,” and “modulators” of the markers are used to refer to activating, inhibitory, or modulating molecules identified using in vitro and in vivo assays of the expression of genes associated with a lung disorder, mutations associated with a lung disorder, or the translation proteins encoded thereby.
- Inhibitors, activators, or modulators also include naturally occurring and synthetic ligands, antagonists, agonists, antibodies, peptides, cyclic peptides, nucleic acids, antisense molecules, ribozymes, shRNAs, RNAi molecules, small organic molecules and the like.
- Such assays for inhibitors and activators include, e.g., (1)(a) the mRNA expression, or (b) proteins expressed by genes associated with a lung disorder; (2) applying putative modulator compounds; and (3) determining the functional effects on activity, as described above.
- the data may be ranked for its ability to distinguish biomarkers in both the 1 versus all (i.e., disease versus normal) and the all-pairwise (i.e., normal versus specific disease) cases.
- One statistic used for the ranking is the area under the receiver operator characteristic (ROC) curve (a plot of sensitivity versus (1-specificity)).
- ROC receiver operator characteristic
- Such analysis methods may be used to form a predictive model, and then use that model to classify test data.
- one convenient and particularly effective method of classification employs multivariate statistical analysis modeling, first to form a model (a “predictive mathematical model”) using data (“modeling data”) from samples of known class (e.g., from subjects known to have, or not have, a particular class, subclass or grade of lung cancer), and second to classify an unknown sample (e.g., “test data”), according to lung cancer status.
- Pattern recognition (PR) methods have been used widely to characterize many different types of problems ranging for example over linguistics, fingerprinting, chemistry and psychology.
- pattern recognition is the use of multivariate statistics, both parametric and non-parametric, to analyze spectroscopic data, and hence to classify samples and to predict the value of some dependent variable based on a range of observed measurements.
- unsupervised One set of methods is termed “unsupervised” and these simply reduce data complexity in a rational way and also produce display plots which can be interpreted by the human eye.
- the other approach is termed “supervised” whereby a training set of samples with known class or outcome is used to produce a mathematical model and is then evaluated with independent validation data sets.
- Unsupervised PR methods are used to analyze data without reference to any other independent knowledge. Examples of unsupervised pattern recognition methods include principal component analysis (PCA), hierarchical cluster analysis (HCA), and non-linear mapping (NLM).
- PCA principal component analysis
- HCA hierarchical cluster analysis
- NLM non-linear mapping
- the methods allow the quantitative description of the multivariate boundaries that characterize and separate each class, for example, each class of lung cancer in terms of its biomarker expression profile. It is also possible to obtain confidence limits on any predictions, for example, a level of probability to be placed on the goodness of fit (see, for example, Sharaf; Illman; Kowalski, eds. (1986). Chemometrics. New York: Wiley). The robustness of the predictive models can also be checked using cross-validation, by leaving out selected samples from the analysis.
- supervised pattern recognition methods include the following nearest centroid methods (Dabney 2005 Bioinformatics 21(22):4148-4154 and Tibshirani et al. 2002 Proc. Natl. Acad. Sci. USA 99(10):6576-6572); soft independent modeling of class analysis (SIMCA) (see, for example, Wold, (1977) Chemometrics: theory and application 52: 243-282.); partial least squares analysis (PLS) (see, for example, Wold (1966) Multivariate analysis 1: 391-420; Joreskog (1982) Causality, structure, prediction 1: 263-270); linear discriminant analysis (LDA) (see, for example, Nillson (1965). Learning machines.
- nearest centroid methods Dabney 2005 Bioinformatics 21(22):4148-4154 and Tibshirani et al. 2002 Proc. Natl. Acad. Sci. USA 99(10):6576-6572
- SIMCA soft independent modeling of class analysis
- PLS partial least
- KNN K-nearest neighbor analysis
- ANN artificial neural networks
- PNNs probabilistic neural networks
- the classifier is the centroid based method described in Mullins et al. 2007 Clin Chem 53(7):1273-9, which is herein incorporated by reference in its entirety for its teachings regarding disease classification.
- Multivariate projection methods such as principal component analysis (PCA) and partial least squares analysis (PLS), are so-called scaling sensitive methods.
- PCA principal component analysis
- PLS partial least squares analysis
- Scaling and weighting may be used to place the data in the correct metric, based on knowledge and experience of the studied system, and therefore reveal patterns already inherently present in the data.
- missing data for example gaps in column values
- such missing data may replaced or “filled” with, for example, the mean value of a column (“mean fill”); a random value (“random fill”); or a value based on a principal component analysis (“principal component fill”).
- mean fill the mean value of a column
- random fill random value
- principal component fill a value based on a principal component analysis
- Translation of the descriptor coordinate axes can be useful. Examples of such translation include normalization and mean centering. “Normalization” may be used to remove sample-to-sample variation. Many normalization approaches are possible, and they can often be applied at any of several points in the analysis. “Mean centering” may be used to simplify interpretation. Usually, for each descriptor, the average value of that descriptor for all samples is subtracted. In this way, the mean of a descriptor coincides with the origin, and all descriptors are “centered” at zero. In “unit variance scaling,” data can be scaled to equal variance. Usually, the value of each descriptor is scaled by 1/StDev, where StDev is the standard deviation for that descriptor for all samples.
- Pareto scaling is, in some sense, intermediate between mean centering and unit variance scaling.
- the value of each descriptor is scaled by 1/sqrt(StDev), where StDev is the standard deviation for that descriptor for all samples. In this way, each descriptor has a variance numerically equal to its initial standard deviation.
- the pareto scaling may be performed, for example, on raw data or mean centered data.
- “Logarithmic scaling” may be used to assist interpretation when data have a positive skew and/or when data spans a large range, e.g., several orders of magnitude. Usually, for each descriptor, the value is replaced by the logarithm of that value. In “equal range scaling,” each descriptor is divided by the range of that descriptor for all samples. In this way, all descriptors have the same range, that is, 1. However, this method is sensitive to presence of outlier points. In “autoscaling,” each data vector is mean centred and unit variance scaled. This technique is a very useful because each descriptor is then weighted equally and large and small values are treated with equal emphasis. This can be important for analytes present at very low, but still detectable, levels.
- a parameter e.g., a descriptor
- a measure of the ability of a parameter e.g., a descriptor
- the variance weight of a single parameter e.g., a descriptor
- a large value means that this variable is discriminating between the classes. For example, if the samples are known to fall into two classes (e.g., a training set), it is possible to examine the mean and variance of each descriptor.
- Feature weighting is a more general description of variance weighting, where not only the mean and standard deviation of each descriptor is calculated, but other well-known weighting factors, such as the Fisher weight, are used.
- the methods described herein may be implemented and/or the results recorded using any device capable of implementing the methods and/or recording the results.
- devices that may be used include but are not limited to electronic computational devices, including computers of all types.
- the computer program that may be used to configure the computer to carry out the steps of the methods may be contained in any computer readable medium capable of containing the computer program. Examples of computer readable medium that may be used include but are not limited to diskettes, CD-ROMs, DVDs, ROM, RAM, and other memory and computer storage devices.
- the computer program that may be used to configure the computer to carry out the steps of the methods and/or record the results may also be provided over an electronic network, for example, over the internet, an intranet, or other network.
- the process of comparing a measured value and a reference value can be carried out in any convenient manner appropriate to the type of measured value and reference value for the discriminative gene at issue. “Measuring” can be performed using quantitative or qualitative measurement techniques, and the mode of comparing a measured value and a reference value can vary depending on the measurement technology employed. For example, when a qualitative colorimetric assay is used to measure expression levels, the levels may be compared by visually comparing the intensity of the colored reaction product, or by comparing data from densitometric or spectrometric measurements of the colored reaction product (e.g., comparing numerical data or graphical data, such as bar charts, derived from the measuring device). However, it is expected that the measured values used in the methods of the invention will most commonly be quantitative values. In other examples, measured values are qualitative. As with qualitative measurements, the comparison can be made by inspecting the numerical data, or by inspecting representations of the data (e.g., inspecting graphical representations such as bar or line graphs).
- the process of comparing may be manual (such as visual inspection by the practitioner of the method) or it may be automated.
- an assay device such as a luminometer for measuring chemiluminescent signals
- a separate device e.g., a digital computer
- Automated devices for comparison may include stored reference values for the biomarker protein(s) being measured, or they may compare the measured value(s) with reference values that are derived from contemporaneously measured reference samples (e.g., samples from control subjects).
- the measured value that is compared with the reference value is a value that takes into account the replicate measurements.
- the replicate measurements may be taken into account by using either the mean or median of the measured values as the “measured value.”
- the invention also includes methods of identifying patients for particular treatments or selecting patients for which a particular treatment would be desirable or contraindicated.
- the methods above may be performed by a reference laboratory, a hospital pathology laboratory or a doctor.
- the methods above may further comprise an algorithm and/or statistical analysis.
- a composition may comprise a lung spheroids or lung spheroid cells as described herein plus a buffer, an antioxidant such as ascorbic acid, a low molecular weight polypeptide (such as those having less than 10 amino acids), a protein, amino acids, carbohydrates such as glucose, sucrose, or dextrin, chelating agent such as EDTA, glutathione, and/or other stabilizers, excipients, and/or preservatives.
- an antioxidant such as ascorbic acid
- a low molecular weight polypeptide such as those having less than 10 amino acids
- a protein amino acids
- carbohydrates such as glucose, sucrose, or dextrin
- chelating agent such as EDTA, glutathione, and/or other stabilizers, excipients, and/or preservatives.
- composition may be formulated as a liquid or a lyophilizate.
- Further examples of components that may be employed in pharmaceutical formulations are presented in Remington's Pharmaceutical Sciences, 16th Ed., Mack Publishing Company, Easton, Pa., (1980), the relevant portions of which are incorporated herein by reference.
- compositions comprising lung spheroids or lung spheroid cells described above can be administered by any appropriate means including, but not limited to, parenteral, topical, oral, nasal, vaginal, rectal, or pulmonary (by inhalation) administration. If injected, the composition(s) can be administered intra-articularly, intravenously, intraarterially, intramuscularly, intraperitoneally or subcutaneously by bolus injection or continuous infusion. Localized administration, that is, at the site of disease, is contemplated, as are transdermal delivery and sustained release from implants, skin patches, or suppositories.
- Delivery by inhalation includes, for example, nasal or oral inhalation, use of a nebulizer, inhalation in aerosol form, and the like.
- Administration via a suppository inserted into a body cavity can be accomplished, for example, by inserting a solid form of the composition in a chosen body cavity and allowing it to dissolve.
- Other alternatives include eye drops, oral preparations such as pills, lozenges, syrups, and chewing gum, and topical preparations such as lotions, gels, sprays, and ointments.
- lung spheroids or lung spheroid cells can be administered topically or by injection or inhalation.
- the lung spheroids or lung spheroid cells described above can be administered at any dosage, frequency, and duration that can be effective to treat the condition being treated.
- the dosage depends on the molecular nature of the therapeutic molecule and the nature of the disorder being treated.
- Treatment may be continued as long as necessary to achieve the desired results.
- the periodicity of treatment may or may not be constant throughout the duration of the treatment. For example, treatment may initially occur at weekly intervals and later occur every other week. Treatments having durations of days, weeks, months, or years are encompassed by the invention. Treatment may be discontinued and then restarted.
- Maintenance doses may be administered after an initial treatment. Dosage may be measured as numbers of cells per kilogram of body weight (n/kg) or as numbers of cells per square meter of skin surface (n/m 2 ) or as a fixed dose, irrespective of height or weight. These are standard dosage units in the art. A person's skin surface area is calculated from her height and weight using a standard formula.
- therapeutic lung spheroids or lung spheroid cells can be administered at a dose of from about 1.0 ⁇ 10 4 cells/kg to about 1.0 ⁇ 10 10 cells/kg or from about 1.0 ⁇ 10 5 cells/kg to about 1.0 ⁇ 10 8 cells/kg.
- a dose of from about 1.0 ⁇ 10 6 cells to about 1.0 ⁇ 10 11 cells can be administered.
- a dose of about 2.0 ⁇ 10 6 cells, 5.0 ⁇ 10 6 cells, 1.0 ⁇ 10 7 cells, 2.0 ⁇ 10 7 cells, 5.0 ⁇ 10 7 cells, 1.0 ⁇ 10 8 cells, 5.0 ⁇ 10 8 cells, 1.0 ⁇ 10 9 cells, 5.0 ⁇ 10 9 cells, 1.0 ⁇ 10 10 cells, or 5.0 ⁇ 10 10 cells may be administered.
- Multicellular spheroid represents a three-dimensional cell culture method frequently used in cancer biology [17, 18]. The spheroid method has also been used to generate neural stem cells [19] and cardiac stem cells[20]. It has also been reported that the spheroid environment mimics the in vivo stem cell niche and is able to reprogram somatic cells into neural progenitor-like cells [21, 22].
- lung spheroids can be generated from healthy lung tissues and they may contain lung progenitor cells suitable for therapeutic applications. Outgrowth cells from adult human lung tissues self-aggregated into three-dimensional multicellular lung spheroids.
- LSCs lung spheroid cells
- Lung spheroids and LSCs represent selective mixtures of both lung progenitors and supporting stromal cells.
- Intravenous infusion of human LSCs ameliorated bleomycin-induced pulmonary fibrosis in immunodeficiency mice.
- a head-to-head comparison revealed the therapeutic superiority of LSCs over adipose-derived mesenchymal stem cells with the same genetic background.
- lung spheroids and lung spheroid cells from rat lungs, see the procedure below.
- Lungs from Wistar-Kyoto rats were explanted and minced into small fragments.
- Cells outgrowing from the lung explants were collected and forced to form lung spheroids in suspension culture.
- the lung spheroids were re-plated onto adherence culture to generate lung spheroid cells.
- the morphologies of rat lung spheroids and lung spheroid cells resemble their human counterparts.
- IMDM Iscove's Modified Dulbecco's Media
- FBS 20% fetal bovine serum
- tissue explants were then placed onto a fibronectin-coated plate with approximately 1.5 cm between each explant and covered with 2 mL of IMDM with 20% FBS overnight to aid their attachment onto the plate.
- the cultures were maintained in IMDM with 20% FBS and media change was performed every other day.
- cells started to outgrow from the tissue explants. Once these outgrowth cells were about 70-80% confluent, they were harvested by 5-10 minute of incubation with TryPLE SelectTM (Life Technologies). The cells were then seeded into an Ultra-Low attachment flask (Corning) at a density of 100,000 cells/cm 2 and cultured in IMDM with 10% FBS for spheroid formation.
- LSCs Phase-bright lung spheroids
- LSs Phase-bright lung spheroids
- LSs were then collected from the suspension culture flasks and re-plated onto fibronectin-coated surface to produce adherent lung spheroid cells (LSCs).
- LSCs were cultured in IMDM with 20% FBS media, 50 ug/mL gentamicin, 2 mmol/L L-Glutamine (Life Technologies), and 0.1 mmol/L 2-mercaptoethanol (Life Technologies).
- a cohort of LSCs were cultured in FBS-free media and containing 25 ng/ml epidermal growth factor (EGF; from Shenandoah Biotechnology, PA) to test the effects of EGF on cell growth.
- EGF epidermal growth factor
- the cells were passaged every 3-5 days. We used Passage 2-3 LSCs for all in vitro and in vivo testing.
- Human pulmonary alveolar epithelial cells HPAEpiC; from ScienCell Research Laboratories
- NHDF normal human dermal fibroblast cells
- Rat LSCs were generated from 6-week-old syngeneic Wistar-Kyoto rats using a similar protocol as human LSCs.
- Rat adipose-derived mesenchymal stem cells were derived from the same strain of rats as previously described. Li et al. 2012 J Amer Coll Cardiol 59 942-953.
- Mouse PF-LSCs were generated from 6-week-old CD1 mice (Charles River Labs) 14 days after bleomyocin instillation. Lung biopsy tissues from IPF patients were obtained from the IPF Clinic of University of North Carolina—Chapel Hill.
- BM-MSCs Human bone marrow-derived mesenchymal stem cells
- lung spheroids were dissociated into single cells by 10-15 min incubation with TryPEL SelectTM (Life Technologies, CA) and the dissociated cells were subjected to flow cytometry analysis.
- LSCs were plated onto fibronectin-coated chamber slides (BD Biosciences) and subsequently fixed with 4% paraformaldehyde (PFA) before immunocytochemistry (ICC) for aforementioned antigens.
- Lung spheroids were mounted in OCT (Tissue-Tek) and cryo-sectioned (5 ⁇ m) for immunostaining. Images were taken with a epi-fluorescent microscope (Olympus IX81).
- LSCs or lung spheroid sections were stained with the antibodies against CD31, CD34, CD45, CD49f, CD90, CD105, c-Kit, EpCAM, p75 NGF, CCSP, Pro-SPC, pan cytokeratin, KRTS, p63 and aquaporin 5 and detected by FITC- or Texas Red-conjugated secondary antibodies.
- LSCs were plated onto MatrigelTM (BD Biosciences) for observation of the formation of alveoli-like structures in vitro. LSCs were transduced with viral particles of enhanced green fluorescent protein (EGFP, Vector Biolabs). Furthermore, LSCs on MatrigelTM were fixed with 4% PFA, followed by immunostaining on EGFP and aquaporin 5. Nuclei were counter-stained with DAPI. To reveal the effects of LSC-secreted factors on lung epithelial cell survival, (HPAEpiC) were cultured in control media (plain IMDM) or LSC-conditioned media (LSC-CM).
- control media plain IMDM
- LSC-CM LSC-conditioned media
- the average tube length was then measured with NIH Image J Software.
- the cytokines and growth factors secreted by LSCs were determined by a protein dot array (RayBiotech Inc). Conditioned media from normal human dermal fibroblasts (NHDFs) was used as the control for protein array.
- SCID mice severe combined immunodeficiency mice
- Bleo+LSC mice receiving 0.7 U/kg body weight bleomycin in 50 ⁇ l PBS instilled intratracheally into the lungs, followed by tail vein injection of 1 ⁇ 10 6 human LSCs in 200 ⁇ l PBS 24 hrs later.
- a subset of animals in the Bleo+LSC group received LSCs labeled with green fluorescent cell tracker DiO (Life Technologies) or transduced with viral particles of EGFP (Vector Biolabs), which facilitates histological detection of infused cells in the mouse lungs.
- mice were sacrificed and their lungs were harvested for histological analysis, including hematoxylin and eosin (H & E) staining for alveolar thickening and infiltration, Masson's Trichrome staining for fibrosis, terminal deoxynucleotidyl transferase dUTP nick end labeling (TUNEL) staining for cell apoptosis and other immunohistochemistry (IHC) staining for angiogenesis and differentiation of LSCs.
- H & E hematoxylin and eosin
- TUNEL terminal deoxynucleotidyl transferase dUTP nick end labeling
- IHC immunohistochemistry
- lung cryosections were fixed with 4% PFA, blocked/permeabilized with Protein Block Solution (DAKO, Carpinteria, CA) containing 1% saponin (Sigma-Aldrich), and then stained with the following antibodies: rabbit anti-von Willebrand factor (Abcam), rabbit anti-Aquaporin 5 (Abcam), and chicken anti-GFP (Abcam).
- FITC or Texas-Red secondary antibodies were obtained from Abcam as well. Images were taken by a Zeiss LSM 710 laser scanning confocal microscopy system.
- Apoptotic cells were detected by terminal deoxynucleotidyl transferase dUTP nick end labeling (TUNEL) assay using the In Situ Cell Death Detection Kit (Roche Diagnostics, Mannheim, Germany), according to the manufacturer's instructions.
- TUNEL terminal deoxynucleotidyl transferase dUTP nick end labeling
- RT 2 ProfilerTM PCR Array System (Qiagen) we compared the expressions of stem cell-related genes in human LSCs and HPAEpiCs. Briefly, total RNA was extracted from explanted lungs and cDNA was prepared from the total RNA mixture of three independent lungs using the RT 2 First Strand Kit (Qiagen). Experimental cocktail was prepared by adding cDNA to RT 2 qPCR Master Mix (Qiagen) within the 96-well PCR array. Quantitative real time PCR was performed with a Roche Light Cycler Real Time PCR System. A similar fibrosis-related gene PCR array was employed to compare the expressions of key genes involved in dysregulated tissue remodeling during the repair and fibrosis in “Bleo+saline” and “Bleo+LSC” lungs.
- Results are presented as mean ⁇ SD unless specified otherwise. Comparisons between any 2 groups were performed using 2-tailed unpaired Student's t test. Comparisons among more than 2 groups were performed using one way ANOVA followed by post-hoc Bonferroni correction. Differences were considered statistically significant when p ⁇ 0.05.
- FIG. 1A Using a three-stage “adhesion-suspension-adhesion” culture process ( FIG. 1A ), we derived lung spheroids and LSCs from healthy adult human lung tissues. Both phase-bright and stromal-like cells started to outgrow from the lung tissue explants in a week after plating onto fibronectin-coated surfaces. Those outgrowth cells become confluent in ⁇ 2-3 weeks ( FIG. 1C panel I). When seeded on Ultra-Low Attachment Surface (to discourage cell attachment), the outgrowth cells spontaneously aggregate into three-dimensional lung spheroids ( FIG. 1B -ii).
- lung spheroids dissociated into single cells we termed lung spheroid cells (LSC; FIG. 1C panel II).
- LSC lung spheroid cells
- One biopsy-sized lung tissue can generate up to 50-200 million, more typically 10-20 million Passage 0 LSCs.
- LSCs can further undergo 5-15 doublings in 15-50 days ( FIG. 1B ).
- Such cell yield and growth potential should suffice the requirement for clinical cell manufacturing.
- Immunocytochemistry revealed an organized structure of each lung spheroid ( FIG. 1D ).
- Clusters of lung stem cells/progenitor cells e.g. Pro-SPC-, p63-positive cells, KRTS-positive cells and/or CCSP-positive cells
- CD105- or CD90-positive supporting (stromal-like) cells stromal-like cells.
- These architectural features of lung spheroids resemble previously reported stem cell niches found in cardiac stem cell formed spheroids [23].
- Lung spheroids did not contain cells expressing hematopoetic markers such as CD45, CD31, and CD34, nor did they contain cells expressing mature lung epithelial marker pan cytokeratin or aquaporin.
- Lung spheroids also contain a small fraction of cells expressing p75 NGF, EpCAM, and CD49f, but not c-kit.
- LSCs displayed a similar phenotypic profile.
- Flow cytometry analysis revealed that LSCs were highly positive for CD105, CD90, Pro-SPC, CCSP and weekly positive for p75 NGF, EpCAM, and CD49f.
- Double staining confirmed that a subpopulation of LSCs is positive for both Pro-SPC and CCSP ( FIG. 2C ).
- LSCs are negative for hematopoietic cell markers CD45, CD31, and CD34 or mature lung epithelial cell marker pan cytokeratin or aquaporin. These compound data suggest LSC represent a selective mixture of lung progenitor cells and supporting cells.
- the phenotype of LSCs were distinct from BM-MSCs as the latter did not express Pro-SPC or CCSP ( FIG. 7A ( 1 )- 7 B( 4 )).
- Pro-SPC or CCSP FIG. 7A ( 1 )- 7 B( 4 )
- BMP2 bone morphogenetic protein 2
- SDF-1 stromal cell-derived factor 1
- FGF2 fibroblast growth factors 2
- LSCs When cultured on MatrigelTM, LSCs self-assembled into alveoli-like structures ( FIG. 3A ). Immuno-staining revealed that LSCs expressed aquaporin 5 (overlay of red/green with open arrowheads, FIG. 3B ) and acquire mature lung epithelial cell morphology. Non-differentiated LSCs are shown in green with solid arrowheads, ( FIG. 3B ). These non-differentiated cells remain positive for Pro-SPC (white arrow, FIG. 10 ). Conditioned media from LSCs promote survival/proliferation of human lung epithelial cells ( FIG. 3C ) and tube formation of human endothelial cells on MatrigelTM ( FIG. 3D ; LSC-conditioned media vs.
- FIG. 3E A cytokine array revealed that as compared to control cells (NHDFs), human LSCs secrete higher concentrations of pro-angiogenic factors such as insulin-like growth factor binding protein 2 (IGFBP2), hepatocyte growth factor (HGF), and brain-derived neurotrophic factor (BDNF).
- IGFBP2 insulin-like growth factor binding protein 2
- HGF hepatocyte growth factor
- BDNF brain-derived neurotrophic factor
- FIG. 4A Pulmonary fibrosis was induced in severe combined immunodeficiency (SCID) mice with intratracheal bleomycin instillation. 24 hrs later, animals received intravenous infusion of 1 ⁇ 10 6 human LSCs or saline control. The animals were followed for 14 days and then sacrificed for endpoint analysis. Macroscopic view of the explanted lungs revealed significant tissue damages (dense dark spots) in the bleomyocin-treated lungs ( FIG. 4B ), while LSC-treated lungs appeared similar to the lungs in the Sham group. H &E staining ( FIG. 4C ) revealed that LSC treatment significantly reduced fibrous thickening (by Ashcroft Score) ( FIG.
- SCID severe combined immunodeficiency
- FIG. 4E “Bleo+saline” vs. “Bleo+LSC”: 5.7 ⁇ 1.0 vs. 4.3 ⁇ 0.7) and tissue infiltration ( FIG. 4F ; “Bleo+saline” vs. “Bleo+LSC”:11.6 ⁇ 5.7 vs. 4.3 ⁇ 4.8).
- Masson's trichrome staining confirmed the reduction of fibrosis by LSC treatment (blue, FIG. 4D ).
- LSC engraftment reduced tissue apoptosis in the bleomycin-treated lungs.
- LSC engraftment (DiO-labeled; FIG. 5A , green) decreased the numbers of TUNEL-positive apoptotic cells ( FIG. 5A , red nuclei) in the bleomycin-treated lungs (area w/o LSC vs. area w/LSC: 1.9 ⁇ 0.5% vs. 0.7 ⁇ 0.2% of total nuclei).
- Such protection was seen in epithelial, stromal, and endothelial cell types in the lungs ( FIG. 11 ).
- lung spheroids and lung spheroid cells from rat lungs.
- Lungs from Wistar-Kyoto rats were explanted and minced into small fragments.
- Cells outgrowing from the lung explants were collected and forced to form lung spheroids in suspension culture.
- the lung spheroids were re-plated onto adherence culture to generate lung spheroid cells.
- the morphologies of lung spheroids and lung spheroid cells resemble their human counterparts.
- mesenchymal cells from bone marrow, adipose tissues, umbilical cord
- mesenchymal cells are easy to isolate and expand.
- Multicellular spheroid has been used as a method to generate neural and cardiac stem cells.
- a recent report indicates infusion of cardiosphere-derived cells in mild-to-moderate heart attack patients reduces scar and increases viable tissue [25].
- So far lung spheroid has been used as a method to grow and test lung cancer cells [26].
- lung spheroid as a straightforward method to generate therapeutic lung progenitor cells.
- the cell yield and growth potential of lung spheroid cells (LSCs) make them suitable for both autologous and allogeneic applications ( FIG. 1 ). No antigenic sorting is required as LSCs represent an selective mixture containing both lung progenitor cells as well as supporting cells ( FIG. 2 ).
- LSCs The origin of LSCs is yet to be determined. Expressions of CD105, CD90, Pro-SPC, and CCSP identify human LSCs, suggesting they may contain lung mesenchymal stem cells, alveolar progenitors, and airway progenitors. LSCs are distinct from MSCs: human MSCs express CD105 and CD90, but not Pro-SPC or CCSP ( FIG. 7 ). A sub-fraction of LSCs is dual positive for Pro-SPC and CSSP, representing the bronchioalveolar stem cells (BASCs). In addition, a small fraction of LSCs also express CD49f (Itga6), p75 NGF, and EpCAM, previously reported as markers for multipotent lung stem cells [27 28].
- CD49f Itga6
- p75 NGF p75 NGF
- EpCAM EpCAM
- LSCs The positive percentages for these lung stem cell markers in LSCs are higher than what naturally occurs in the adult lungs.
- the spheroid culture may artificially enrich these stem cells.
- This natural mixture of lung progenitor cells may be a result of the ex vivo cell culture process.
- the three-dimensional spheroid culture may enrich the stem cell populations.
- the ex vivo cell culture process may revert mature lung epithelial cells into progenitor cells, a process resembling the dedifferention of lung cells into stem cells in vivo [29].
- LSCs could form alveoli-like structures in vitro, suggesting their differentiation potential into mature lung cells ( FIG. 2E ).
- the conditioned media from LSCs contains various pro-angiogenic factors ( FIG. 4F ) and promotes tube formation of endothelial cells ( FIG. 2F ), suggesting LSC may promote lung regeneration through paracrine mechanisms.
- LSCs where able to form alveoli-like structures and acquired mature lung epithelial phenotypes/morphologies in vitro, suggesting their differentiation potential ( FIGS. 3A & B).
- the conditioned media from LSCs promotes lung epithelial cell survival ( FIG. 3C ) and endothelial cell tube formation ( FIG. 3D ).
- Cytokine array data suggested that LSCs may promote lung regeneration through the secretion of anti-apoptotic and pro-angiogenic factors and cytokines ( FIG. 3E ).
- mesenchymal stem cells are the most popular cells in clinical trials for lung diseases.
- LSCs are predesignated to differentiate into lung cells and promote endogenous lung regeneration.
- lung spheroids from healthy human lungs as a new source of lung progenitor cells that can be used for therapeutic lung regeneration.
- Lung spheroid represents a simple and highly-reproducible method to generate therapeutic lung cells without antigenic sorting.
- Normally FBS-free media containing EGF is used for lung epithelial stem cell culture.
- LSCs cultured in two conditions 1) 25 ng/mL EGF and no FBS; 2) 20% FBS, no EGF.
- the morphologies of LSCs were similar in those two conditions, albeit the cells cultured in 20% FBS media grew faster ( FIG. 15 ).
- LSCs can be derived from mouse ( FIG. 16 & FIG. 17 ) and human ( FIG. 18 ) lungs with PF.
Landscapes
- Health & Medical Sciences (AREA)
- Life Sciences & Earth Sciences (AREA)
- Engineering & Computer Science (AREA)
- Chemical & Material Sciences (AREA)
- Biomedical Technology (AREA)
- Organic Chemistry (AREA)
- General Health & Medical Sciences (AREA)
- Pulmonology (AREA)
- Biotechnology (AREA)
- Zoology (AREA)
- Cell Biology (AREA)
- Bioinformatics & Cheminformatics (AREA)
- Veterinary Medicine (AREA)
- Public Health (AREA)
- Animal Behavior & Ethology (AREA)
- Medicinal Chemistry (AREA)
- Pharmacology & Pharmacy (AREA)
- Genetics & Genomics (AREA)
- Wood Science & Technology (AREA)
- Chemical Kinetics & Catalysis (AREA)
- General Chemical & Material Sciences (AREA)
- Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
- Microbiology (AREA)
- Epidemiology (AREA)
- Biochemistry (AREA)
- Physiology (AREA)
- Developmental Biology & Embryology (AREA)
- Immunology (AREA)
- Virology (AREA)
- General Engineering & Computer Science (AREA)
- Communicable Diseases (AREA)
- Oncology (AREA)
- Medicines That Contain Protein Lipid Enzymes And Other Medicines (AREA)
- Micro-Organisms Or Cultivation Processes Thereof (AREA)
- Medicines Containing Material From Animals Or Micro-Organisms (AREA)
- Measuring Or Testing Involving Enzymes Or Micro-Organisms (AREA)
Abstract
Description
- This application claims the benefit of 62/052,220 filed Sep. 18, 2014, Cheng et al., Atty. Dkt. 127/90 PROV which is hereby incorporated by reference in its entirety.
- This invention relates generally to the discovery of novel mammalian lung spheroids and lung spheroid cells (LSCs) and uses thereof.
-
- 2.1. Introduction
- Lung diseases, such as chronic obstructive pulmonary disease (COPD) and idiopathic pulmonary fibrosis (IPF), are devastating conditions and according to the World Health Organization (WHO), in the top five causes of mortality worldwide[1]. Stem cell therapy is a promising approach to lung regenerative medicine [2]. Current preclinical and clinical efforts are focusing on the infusions of stromal cells isolated from human bone marrow, adipose tissue, placental tissue or cord blood (referred to either as mesenchymal stem cells or as marrow stromal cells) to treat patients with COPD, bronchopulmonary dysplasia, bronchiolitis obliterans, asthma or acute lung injury [3-5, 6, 7]}. Pluripotent cells such as embryonic stem cells or induced pluripotent stem cells hold great differentiation and proliferation potential but clinical translation is hampered by potential teratogenic risk in human trials [8-10]. On the other hand, a variety of resident lung stem cell types have been identified [11-16]. Compared to mesenchymal stem cells, isolation and expansion of these resident lung stem cells for clinical usage remain a challenge. Antigenic sorting and purification are normally required. Furthermore, it is yet to be determined which surface marker(s) identify the best cell sources of lung stem cells for regenerative therapies.
- PCT Publication No. WO2012/047951 (Anversa et al.) report the discovery of lung stem cells that are c-kit positive and their uses for treating a lung disease or disorder.
- Others have reported methods for isolated either stem cells or clusters of other cells such as cardiovascular cells. For example, U.S. Pat. No. 8,815,585 (Beardsley et al.) discloses an automated culture system for embryonic stem cells (ESCs) and their uses in therapy. US Patent Pub. No. 2010/0061966 (Marban et al.), Smith et al. 2007 Circulation 115 896-908, and Messina et al. 2004 Circ. Res. 95 911-921 disclose a method of making cardiospheres and cultures of cells derived from the cardiosphere cells. These cardiospheres are self-assembled aggregates of cells with some of the traits of cardiomyocytes, e.g., the ability to beat in vitro. They disclose the use of these cardiospheres for the treatment of a damaged and diseased organs such as the heart. The cardiospheres were prepared by culturing with media containing added growth factors, specifically basic fibroblast growth factor (bFGF), cardiotrophin-1, and epidermal growth factor (EGF).
- Lung diseases are devastating conditions and ranked as one of the top five causes of mortality worldwide according to the World Health Organization. Stem cell therapy is a promising strategy for lung regeneration. Previous animal and clinical studies have been focused on the use of mesenchymal stem cells (from other parts of the body) for lung regeneration. This disclosure is directed to a rapid and robust method to generate therapeutic resident lung progenitors from adult lung tissues. Outgrowth cells from adult human lung tissues form self-aggregated into three-dimensional lung spheroids in a suspension culture. Without antigenic sorting/purification, lung spheroids recapitulate stem cell niche in vitro and contain a useful novel mixture of lung stem cells and supporting cells. In vitro, lung spheroid cells can be expanded to a large quantity and display potential to differentiate into alveolar structures and acquire mature lung epithelial phenotypes. In severe combined immunodeficiency mice with bleomycin-induced pulmonary fibrosis, intravenously-injected human lung spheroid cells inhibit apoptosis, fibrosis, and infiltration, but promote angiogenesis. In a syngeneic rat model of pulmonary fibrosis, lung spheroid cells (LSCs) outperform adipose-derived mesenchymal stem cells (MSCs) in reducing fibrotic thickening and infiltration. Our data suggest lung spheroid as a simple method to generate regenerative lung cells for lung diseases.
- In particular non-limiting embodiments, the present invention provides a method for preparing therapeutically useful mammalian lung spheroids which comprises (i) culturing human lung tissue explant cells under adherent culture conditions to form a first lung cell outgrowth culture; (ii) culturing the first lung cell outgrowth culture under low-adherence conditions to form lung spheroid clusters; and (iii) recovering the therapeutically useful mammalian lung spheroids.
- The invention also provides a method for preparing therapeutically useful mammalian lung spheroid cells which comprises (i) culturing human lung tissue explant cells under adherent culture conditions to form a first lung cell outgrowth culture; (ii) culturing the first lung cell outgrowth culture under low-adherence conditions to form lung spheroids; and (iii) culturing the lung spheroids under adherent culture conditions so as to form the therapeutically useful mammalian lung spheroid cells.
- The invention provides methods for treatment. For example, it provides a method for the treatment of a lung disease in a mammalian patient which comprises providing to the patient a therapeutically effective amount of mammalian lung spheroids wherein the lung spheroids were prepared by (i) culturing a mammalian lung tissue explant under adherent culture conditions to for a first lung cell outgrowth culture; and (ii) culturing the first lung cell outgrowth culture under low-adherence conditions to form lung spheroids.
- A method for the treatment of a lung disease in a mammalian patient which comprises providing to the patient a therapeutically effective amount of mammalian lung spheroid cells wherein the lung spheroid cells were prepared by (i) culturing a mammalian lung tissue explant under adherent culture conditions to for a first lung cell outgrowth culture; (ii) culturing the first lung cell outgrowth culture under low-adherence conditions to form lung spheroids; and (iii) culturing the lung spheroid clusters under adherent culture conditions so as to form the therapeutically useful mammalian lung spheroid cells.
- A pharmaceutical composition comprising mammalian lung spheroids prepared from mammalian lung tissue wherein (a) the lung spheroids have a diameter of about 25 μM to about 500 μM; (b) (i) are negative or slightly positive for c-Kit; (ii) negative for at least one hematopoietic marker; and (iii) at least one cardiosphere marker; and (c) a pharmaceutically acceptable carrier.
- A pharmaceutical composition comprising mammalian lung spheroid cells prepared from mammalian lung tissue wherein (a) are slightly positive or negative for (i) c-Kit; (ii) negative for at least one hematopoietic marker; and (iii) negative for at least one cardiosphere marker; and (b) a pharmaceutically acceptable carrier.
- In the methods or compositions above, the mammalian lung spheroids or lung spheroid cells may be human lung spheroids or human lung spheroid cells. The adherent culture conditions in step (i) may be a glycoprotein-coated, a protein-coated, or a proteoglycan-coated surface such as a collagen-coated surface, a fibronectin-coated surface, a laminin-coated surface or an uncoated plastic surface. The low-adherence conditions comprise a bioreactor or a neutrally-charged hydrogel-coated surface or any surface resistant to cell attachment.
- In one embodiment, the mammalian lung spheroids or lung spheroid cells may be (i) positive for antibodies to CCSP, CD105, CD90, and Pro-SPC; and (ii) negative for antibodies to hematopoietic markers.
- In one embodiment, the LSCs are positive by FACs for the following markers in the following percentages: CD105: 50-100%; CD90: 0-100%; Pro-SPC: 5-100%; CCSP: 5-100%. In another embodiment, the LSCs are CD105: 50-75%; CD90: 0-50%; Pro-SPC: 5-50%; CCSP: 5-50%. In yet another embodiment, the LSCs are CD105: 75-100%; CD90: 50-100%; Pro-SPC: 50-100%; CCSP: 50-100%.
- In one embodiment, the culturing conditions may comprise a media that consists essentially of Iscove's Modified Dulbecco's Media (IMDM) and fetal bovine serum (FBS).
- The invention also provides a pharmaceutical composition comprising the lung spheroids or lung spheroid celss obtained according to the method as defined in any of paragraphs [0007, 0008, 0013-1016] cat a concentration comprised between 90-250×103 cells/ml, preferably 100-120×103 cells/ml, as active principle, together with pharmacologically acceptable adjuvants and/or excipients, said composition being formulated for intravenous injection.
- In the treatment methods, the mammalian patient may be a human patient or a veterinary patient. The treatment may be an allogeneic treatment, an autologous treatment or a xenogeneic treatment.
- The lung disease may be a chronic lung disease or an acute lung disease. Non-limiting examples of chronic lung diseases include asthma, chronic obstructive pulmonary disease (COPD), cystic fibrosis, emphysema, lung cancer and pulmonary fibrosis. Non-limiting examples of acute lung diseases include a bacterial pneumonia, a bronchiolitis obliterans organizing pneumonia (BOOP), a chemical pneumonia, a viral pneumonia, or a mixture thereof.
- In the methods above, the mammalian lung spheroids or lung spheroid cells may be delivered by aerosol, direct injection into the lung, intranasally, intraperitoneally, or intravenously. The mammalian lung spheroids or lung spheroid cells may be delivered together with biomaterials or other carriers that can help the cells to engraft in the lung.
- The invention also provides method of identifying a compound that prevents or treats a lung disorder, the method comprising the steps of: (a) contacting a compound with a sample comprising a lung spheroid or lung spheroid cells; (b) measuring a level of a gene, a protein or a metabolite associated with the lung disorder; and (c) determining a functional effect of the compound on the level of the gene, the protein, or the metabolite; thereby identifying a compound that prevents or treats the lung disorder.
-
FIG. 1A-1D . Generation and characterization of lung spheroids and lung spheroid cells.FIG. 1A . Schematic showing the protocol to grow lung spheroids and lung spheroid cells.FIG. 1B . Cumulative doublings for LSCs from three different donors.FIG. 1C Panel I. Edge of lung tissue explants with outgrowth cells becoming confluent and ready to harvest.FIG. 1C Panel II. Lung spheroids formed from outgrowth cells in suspension culture.FIG. 1C Panel III. Plated lung spheroids onto fibronectin-coated surfaces to generate lung spheroid cells (LSCs).FIG. 1C Panel IV. Expansion of LSCs in suspension cultures.FIG. 1D . Immunocytochemistry on lung spheroids. Scale bars=50 μm. -
FIG. 2A-2D . Lung spheroid cells contain lung progenitor cells.FIG. 2A (1)-2A(8), Representative flow cytometry plots of LSCs for expression of CD31, CD34, CD45, CD90, CD105, CCSP, Pro-SPC, andaquaporin 5. Black lines: isotype controls. Gray lines: antibodies.FIG. 2B . Immunocytochemistry staining of LSCs for the aforementioned markers.FIG. 2C . Pooled data for the expressions of aforementioned markers (n=3 lung donors).FIG. 2D . Double staining of Pro-SPC and CSSP in LSCs. -
FIG. 3A-3E . In vitro differentiation and paracrine assays of lung spheroid cells.FIG. 3A . LSCs grown on Matrigel™ and displaying alveoli-like structures (inset).FIG. 3B . LSCs grown on Matrigel™ expressed aquaporin 5 (white).FIG. 3C . Human lung epithelial cells cultured in Control media and LSC-conditioned media (CM) and stained for live/dead assay.FIG. 3D . Human umbilical vein endothelial cells (HUVEC) tube formation assay on Matrigel surface, in control media or conditioned medial from LSCs. Data are presented as Mean±S.D. All experiments are run in triplicates unless noted otherwise. Scale bars=50 μm. * indicates p<0.05 when compared to the “Control Media” group.FIG. 3E . Representative antibody array images showing the proteins presenting in the CMs from LSCs and NHDF cells. -
FIG. 4A-4F . Therapeutic benefits of human LSCs in mice with bleomycin-induced pulmonary fibrosis.FIG. 4A . A schematic showing the design of mouse studies.FIG. 4B . Macroscopic views ofexplanted lungs 14 days after LSC or saline treatment. Hematoxylin & eosin staining (FIG. 4C ) and Masson's trichrome staining (FIG. 4D ) are performed on the lungs.FIG. 4E . Quantitation of fibrous thickening by Ashcroft score from the H&E staining images (n=6-7 animals per group).FIG. 4F . Quantitation of tissue infiltrates from the H&E staining images (n=6-7 animals per group). Data are presented as Mean±S.D. Scale bars=100 μm. * indicates p<0.05 when compared to the “Sham” group; # indicates p<0.05 when compared to the “Bleo+saline” group. -
FIG. 5A-5E . Mechanisms underlying the therapeutic effects of LSCs in pulmonary fibrosis.FIG. 5A (1). Representative confocal images showing the numbers of apoptotic cells (white nuclei, arrows) in area with and without LSC engraftment and quantitationFIG. 5A (2) (n=4 animals per group).FIG. 5B (1). Representative confocal showing vWF-positive vasculatures (white) in the lungs treated with saline or LSCs quantitationFIG. 5B (2) (n=4 animals per group).FIG. 5C . Representative confocal images showing engrafted EGFP-positive LSCs co-express mature lung epithelial cell markers aquaporin 5.FIG. 5D . qPCR expression levels of fibrosis-related genes in lungs treated with saline or LSCs.FIG. 5E . Proposed mechanisms and markers for LSC-mediated lung repair in pulmonary fibrosis. Data are presented as Mean±S.D. Scale bars=20 μm. * indicates p<0.05 using unpaired Student's t tests. -
FIG. 6A-6D . Therapeutic superiority of LSCs over AD-MSCs.FIG. 6A . A schematic showing the design of rat studies.FIG. 6B . Hematoxylin & eosin staining ofrat lung sections 14 days after treatment with saline, AD-MSCs, or LSCs.FIG. 6C . Quantitation of fibrous thickening by Ashcroft score from the H&E staining images (n=5 animals per group).FIG. 6D . Quantitation of tissue infiltrates from the H&E staining images (n=5 animals per group). Data are presented as Mean±S.D. Scale bars=100 μm. * indicates p<0.05 in comparison. -
FIG. 7A (1)-7B(4). Distinction between human LSCs (FIG. 7A (1)-7 A(4)) and BM-MSCs (FIG. 7B (1)-7B(4)) in surface marker expression. While expressing CD105 and CD90, MSCs do not express pro-SPC and CCSP. -
FIG. 8A-8C . Flow cytometry analysis of cell phenotypes in lung spheroids.FIG. 8A . Flow cytometry schematic.FIG. 8B . Flow cytometry of the dissociated cells for different markers.FIG. 8C . Bar chart showing the relative expression of CD105, CD90, Pro-SPC and CCSP. Lung spheroids were dissociated into single cells by 30 min of incubation in TryPEL Select™ and then analyzed for expression of CD105, CD90, Pro-SPC and CCSP. -
FIG. 9 . Expression of CD105, CD90, Pro-SPC, and CCSP in LSCs transduced with EGFP viral particles. -
FIG. 10 . Expression ofAquaporin 5 and Pro-SPC in LSCs cultured on Matrigel. -
FIG. 11 . Co-expression of TUNEL withAquaporin 5, vWF, or CD90 in mice treated with DiO-labeled LSCs. -
FIG. 12 . LSCs promote angiogenesis in mouse lungs with PF. -
FIG. 13 . Expression of Pro-SPC orAquaporin 5 in LSCs engrafted in the mouse lungs. -
FIG. 14 . Expression of Pro-SPC, CCSP, CD90, and CD105 in rat LSCs. -
FIG. 15 . LSCs cultured in media containing 25 ng/mL EGF and no FBS or in media containing 20% FBS and no EGF. -
FIG. 16A-16C . Successful derivation of LSCs from mouse lungs with PF. -
FIG. 17 . Expression of Pro-SPC, CCSP, CD90, and CD105 in LSCs from mouse lungs with PF. -
FIG. 18 . Successful derivation of LSCs from human IPF lungs. - As used herein a lung disorder may be acute lung injury (ALI), acute respiratory distress syndrome (ARDS), asthma, autoimmune disease, bacterial pneumonia, bronchiolitis obliterans organizing pneumonia (BOOP), chemical pneumonia, chronic bronchitis, chronic obstructive pulmonary diseases (COPD), cystic fibrosis, emphysema, interstitial lung diseases including sarcoidosis, idiopathic pulmonary fibrosis (IPF), lung cancer, pneumoconiosis, pneumonia, pulmonary edema, pulmonary hypertension, tuberculosis, or viral pneumonia. For a review of BOOP see Barker et al. 2014 NEJM 370 1820-1828.
- The lung disorders may be acute lung disorders such as ALI, ARDS, or pneumonia. Alternatively the lung disorder may be a chronic condition such as asthma, COPD, cystic fibrosis, or IPF.
- As used herein, a “patient” may be a human or animal (most likely a mammal). Animals that may benefit from the technology disclosed herein may be domestic animals, e.g., pets (cats or dogs); working or show animals (camels, horses, llamas); livestock animals (cows, goats, sheep, swine).
- The mammalian lung spheroids may have a (diameter) ranging from about 25 μM to about 500 μM; about 50 μM to about 400 μM; about 75 μM to about 300 μM; about 100 μM to about 200 μM. They may contain about 20 to about 105; or 50 to about 104; or about 100 to about 103; about 150 to about 500 single cells. The number of cells in the mammalian lung spheroids may be controlled by the plating density on the low-adherence surface. The size of the spheroids may depend on the therapeutic indication. Smaller spheroids will be better able to be delivered intravenously for example. Larger spheroids may be directly injected or placed in a particular site.
- The lung tissues for preparing the spheroids may be lung biopsies or entire donor lungs. It can be healthy or diseased lungs. The lung tissues can be minced or cut into small pieces before plating.
- In one embodiment, the lung spheroids or lung spheroid cells are (i) positive for antibodies to CCSP, CD105, CD90, and Pro-SPC, (ii) slightly positive for EpCAM, CD49f, p75 NGF, c-Kit, and (iii) negative for antibodies to CD31, CD34, CD45, pan cytokeritin.
- The culturing conditions may include reagents such as any suitable cell culturing media. It may be IMDM, or other media types too (e.g. DMEM). The medium may also include FBS, or other such as calf serum, sheep serum, human serum or serum replacement chemicals, etc. The media may also include other supplements, growth factors, and chemicals that are beneficial to cell growth and differentiation.
- The lung spheroids or lung spheroid cells described herein may be used for a variety of therapeutic uses. Other cell-based therapies provide examples of methods to expand or deliver these lung cells such as the techniques developed for embryonic stem cells (ESCs), pluripotent stem cells (PSCs), or induced pluripotent stem cells (iPSCs). Culturing techniques have been reviewed in Celiz et al. 2014 Nat Mater 13 570-579 and Visnathan et al. 2014 Frontiers in
Pharmacology 5 No. 15 pub July 2, 2014. Therapeutic techniques and the clinical needs for iPSCs also have been reviewed. See Isobe et al. 2014 New Biotechnology 31(5) 411-421. To use the lung spheroids described herein, one may use clinical methods similar to those developed for cardiosphere-derived cells. See the review in Goumans et al. 2014Heart 100 1153-1157; clinical trials described in Malliaras et al. 2014 J Am Coll Card 63 110-122 and Chugh et al. 2012 Circulation 126 S54-S64. Clinical techniques for mesenchymal stem cells for chronic disorders were recently reviewed. See Farini et al. 2014 Stem Cell Int'l ID no. 306573 published Apr. 30, 2014. For allogeneic transplants of lung spheroids or lung spheroid cells techniques such as HLA matching or other techniques may be used to monitor or reduce the risk of graft versus host disease (GVHD). These methods may be similar to those developed for hematopoetic transplants. See for example, Kanate et al. 2014 World J Stem Cell 6(2) 69-81. - Cell-based techniques also are described in the patent literature. Examples include, but are not limited to, U.S. Pat. No. 7,682,828 (Jaenisch and Hochedlinger); method of making iPSCs in PCT published applications WO2009/006930, WO2009/006997, WO2009/007852 (Sakurada); US published applications US2009/0246875 (Yamanaka et al.); US2008/0233610 (Thomson et al.); and granted European Pat. No. EP1040185 (Brustle et al.).
- 5.3. Ex vivo Gene Therapies
- The lung spheroids or lung spheroid cells described herein may be used for a variety of uses including applications such the generation of genetically engineered cells for implantation. Here the lung spheroids/cells may be generated from a patient's own cells (autologous transplantation), cells from a different donor (allogeneic transplantation), or cells from a different species, xenotransplant, such as transgenic or other modifications to reduce or eliminate transplant rejection. For example, suitable porcine lung spheroids or lung spheroid cells may be used for human transplantation. The lung spheroids/cells may be genetically modified using established ex vivo techniques. Examples of ex vivo techniques include, but are not limited to, U.S. Pat. No. 8,741,642 (Manjili et al.); U.S. Pat. No. 8,703,121 (Harris et al.); U.S. Pat. No. 8,420,380 (Fishman et al.); U.S. Pat. No. 8,080,417 (Peled and Hasson); U.S. Pat. No. 7,063,960 (Choi and Wong); U.S. Pat. No. 7,087,431 (Wu et al.); U.S. Pat. No. 6,575,898 (Smith); U.S. Pat. No. 6,251,383 (Upadhyay and Madan); U.S. Pat. No. 5,674,722 (Mulligan et al.); U.S. Pat. No. 5,665,350 (Quesenberry); and U.S. Pat. No. 5,437,994 (Emerson et al.).
- The lung spheroids or cells described herein may be used for a variety of uses including diagnostic and cell-based assay applications. These lung spheroids or lung spheroid cells may be used for example to culture and test respiratory irritants and microbes for diagnostic purposes. For example, the lung spheroids or cells may be used in a method of diagnosing or detecting bacterial, fungal, or viral pathogens, such as H1N1 influenza, in a sample from a subject comprising: (a) culturing an extract or aliquot of the sample from the subject on the LSCs; (b) detecting the pathogen (H1N1 influenza) in a sample from the subject, by an appropriate assay specific for a biomarker associated with the pathogen (H1N1 influenza); (c) comparing the detected levels to at least one sample from a training set(s), wherein a sample training set(s) comprises data from the levels from a reference sample, and the comparing step comprises applying a statistical algorithm which comprises determining a correlation between the detected levels in the sample from the subject and the detected levels from at least one training set(s); and (d) diagnosing or detecting the pathogen (H1N1 influenza) based on the detected levels in the sample from the subject and the results of the statistical algorithm. One of ordinary skill can select suitable assays for biomarkers associated with the pathogen (H1N1 influenza), PCR assay with primers/probes specific for the pathogen (H1N1 influenza); a nucleic acid hybridization assay, such as a microarray with nucleic acids specific for the pathogen (H1N1 influenza); or antibody assays with antibodies specific for the pathogen (H1N1 influenza).
- The invention provides compositions and kits for preparing lung spheroids or lung spheroid cells prepared by the methods described herein. The compositions may be suitable for therapeutic uses, e.g., an injectable formulation prepared by methods know to those skilled in the art.
- The lung spheroids or lung spheroid cells may also be used for drug screening or the measurement of “functional effects” in the context of assays for testing means compounds that modulate a phenotype or a gene associated with a lung disorder. This may also be a chemical or phenotypic effect such as altered expression profiles of genes in the lung spheroids or lung spheroid cells; altered expression of genes associated with a lung disorder; altered transcriptional activity of a gene associated with a lung disorder; altered translational activity of an mRNA encoding a gene associated with a lung disorder; or altered activities and the downstream effects of proteins encoded by these genes. A functional effect may include transcriptional activation or repression, the ability of cells to proliferate, expression in cells during lung disorder progression, and other cellular characteristics. By “determining the functional effect” is meant assaying for a compound that increases or decreases the transcription of genes or the translation of proteins that are indirectly or directly associated with a lung disorder. Such functional effects can be measured by any means known to those skilled in the art, e.g., changes in spectroscopic characteristics (e.g., fluorescence, absorbance, refractive index); hydrodynamic (e.g., shape), chromatographic; or solubility properties for the protein; ligand binding assays, e.g., binding to antibodies; measuring inducible markers or transcriptional activation of the marker; measuring changes in enzymatic activity; the ability to increase or decrease cellular proliferation, apoptosis, cell cycle arrest, measuring changes in cell surface markers. Validation of the functional effect of a compound on a lung disorder occurrence or progression can also be performed using assays known to those of skill in the art such as studies using mouse models. The functional effects can be evaluated by many means known to those skilled in the art, e.g., microscopy for quantitative or qualitative measures of alterations in morphological features, measurement of changes in RNA or protein levels for other genes associated with a lung disorder, measurement of RNA stability, identification of downstream or reporter gene expression (CAT, luciferase, β-gal, GFP, and the like), e.g., via chemiluminescence, fluorescence, colorimetric reactions, antibody binding, inducible markers, etc.
- “Inhibitors,” “activators,” and “modulators” of the markers are used to refer to activating, inhibitory, or modulating molecules identified using in vitro and in vivo assays of the expression of genes associated with a lung disorder, mutations associated with a lung disorder, or the translation proteins encoded thereby. Inhibitors, activators, or modulators also include naturally occurring and synthetic ligands, antagonists, agonists, antibodies, peptides, cyclic peptides, nucleic acids, antisense molecules, ribozymes, shRNAs, RNAi molecules, small organic molecules and the like. Such assays for inhibitors and activators include, e.g., (1)(a) the mRNA expression, or (b) proteins expressed by genes associated with a lung disorder; (2) applying putative modulator compounds; and (3) determining the functional effects on activity, as described above.
- Statistical Methods
- The data may be ranked for its ability to distinguish biomarkers in both the 1 versus all (i.e., disease versus normal) and the all-pairwise (i.e., normal versus specific disease) cases. One statistic used for the ranking is the area under the receiver operator characteristic (ROC) curve (a plot of sensitivity versus (1-specificity)). Although biomarkers are evaluated for reliability across datasets, the independent sample sets are not combined for the purposes of the ROC ranking. As a result, multiple independent analyses are performed and multiple independent rankings are obtained for each biomarker' s ability to distinguish groups of interest.
- It is to be understood that other genes and/or diagnostic criteria may be used in this invention. For example, patient characteristics, standard blood workups, the results of imaging tests, and/or histological evaluation may optionally be combined with biomarkers disclosed herein.
- Such analysis methods may be used to form a predictive model, and then use that model to classify test data. For example, one convenient and particularly effective method of classification employs multivariate statistical analysis modeling, first to form a model (a “predictive mathematical model”) using data (“modeling data”) from samples of known class (e.g., from subjects known to have, or not have, a particular class, subclass or grade of lung cancer), and second to classify an unknown sample (e.g., “test data”), according to lung cancer status.
- Pattern recognition (PR) methods have been used widely to characterize many different types of problems ranging for example over linguistics, fingerprinting, chemistry and psychology. In the context of the methods described herein, pattern recognition is the use of multivariate statistics, both parametric and non-parametric, to analyze spectroscopic data, and hence to classify samples and to predict the value of some dependent variable based on a range of observed measurements. There are two main approaches. One set of methods is termed “unsupervised” and these simply reduce data complexity in a rational way and also produce display plots which can be interpreted by the human eye. The other approach is termed “supervised” whereby a training set of samples with known class or outcome is used to produce a mathematical model and is then evaluated with independent validation data sets.
- Unsupervised PR methods are used to analyze data without reference to any other independent knowledge. Examples of unsupervised pattern recognition methods include principal component analysis (PCA), hierarchical cluster analysis (HCA), and non-linear mapping (NLM).
- Alternatively, and in order to develop automatic classification methods, it has proved efficient to use a “supervised” approach to data analysis. Here, a “training set” of biomarker expression data is used to construct a statistical model that predicts correctly the “class” of each sample. This training set is then tested with independent data (referred to as a test or validation set) to determine the robustness of the computer-based model. These models are sometimes termed “expert systems,” but may be based on a range of different mathematical procedures. Supervised methods can use a data set with reduced dimensionality (for example, the first few principal components), but typically use unreduced data, with all dimensionality. In all cases the methods allow the quantitative description of the multivariate boundaries that characterize and separate each class, for example, each class of lung cancer in terms of its biomarker expression profile. It is also possible to obtain confidence limits on any predictions, for example, a level of probability to be placed on the goodness of fit (see, for example, Sharaf; Illman; Kowalski, eds. (1986). Chemometrics. New York: Wiley). The robustness of the predictive models can also be checked using cross-validation, by leaving out selected samples from the analysis.
- Examples of supervised pattern recognition methods include the following nearest centroid methods (Dabney 2005 Bioinformatics 21(22):4148-4154 and Tibshirani et al. 2002 Proc. Natl. Acad. Sci. USA 99(10):6576-6572); soft independent modeling of class analysis (SIMCA) (see, for example, Wold, (1977) Chemometrics: theory and application 52: 243-282.); partial least squares analysis (PLS) (see, for example, Wold (1966) Multivariate analysis 1: 391-420; Joreskog (1982) Causality, structure, prediction 1: 263-270); linear discriminant analysis (LDA) (see, for example, Nillson (1965). Learning machines. New York.); K-nearest neighbor analysis (KNN) (see, for example, Brown and Martin 1996 J Chem Info Computer Sci 36(3):572-584); artificial neural networks (ANN) (see, for example, Wasserman (1993). Advanced methods in neural computing. John Wiley & Sons, Inc; O'Hare & Jennings (Eds.). (1996). Foundations of distributed artificial intelligence (Vol. 9). Wiley); probabilistic neural networks (PNNs) (see, for example, Bishop & Nasrabadi (2006). Pattern recognition and machine learning (Vol. 1, p. 740). New York: Springer; Specht, (1990). Probabilistic neural networks. Neural networks, 3(1), 109-118); rule induction (RI) (see, for example, Quinlan (1986) Machine learning, 1(1), 81-106); and, Bayesian methods (see, for example, Bretthorst (1990). An introduction to parameter estimation using Bayesian probability theory. In Maximum entropy and Bayesian methods (pp. 53-79). Springer Netherlands; Bretthorst, G. L. (1988). Bayesian spectrum analysis and parameter estimation (Vol. 48). New York: Springer-Verlag); unsupervised hierarchical clustering (see for example Herrero 2001 Bioinformatics 17(2) 126-136). In one embodiment, the classifier is the centroid based method described in Mullins et al. 2007 Clin Chem 53(7):1273-9, which is herein incorporated by reference in its entirety for its teachings regarding disease classification.
- It is often useful to pre-process data, for example, by addressing missing data, translation, scaling, weighting, etc. Multivariate projection methods, such as principal component analysis (PCA) and partial least squares analysis (PLS), are so-called scaling sensitive methods. By using prior knowledge and experience about the type of data studied, the quality of the data prior to multivariate modeling can be enhanced by scaling and/or weighting. Adequate scaling and/or weighting can reveal important and interesting variation hidden within the data, and therefore make subsequent multivariate modeling more efficient. Scaling and weighting may be used to place the data in the correct metric, based on knowledge and experience of the studied system, and therefore reveal patterns already inherently present in the data.
- If possible, missing data, for example gaps in column values, should be avoided. However, if necessary, such missing data may replaced or “filled” with, for example, the mean value of a column (“mean fill”); a random value (“random fill”); or a value based on a principal component analysis (“principal component fill”). Each of these different approaches will have a different effect on subsequent PR analysis.
- “Translation” of the descriptor coordinate axes can be useful. Examples of such translation include normalization and mean centering. “Normalization” may be used to remove sample-to-sample variation. Many normalization approaches are possible, and they can often be applied at any of several points in the analysis. “Mean centering” may be used to simplify interpretation. Usually, for each descriptor, the average value of that descriptor for all samples is subtracted. In this way, the mean of a descriptor coincides with the origin, and all descriptors are “centered” at zero. In “unit variance scaling,” data can be scaled to equal variance. Usually, the value of each descriptor is scaled by 1/StDev, where StDev is the standard deviation for that descriptor for all samples. “Pareto scaling” is, in some sense, intermediate between mean centering and unit variance scaling. In pareto scaling, the value of each descriptor is scaled by 1/sqrt(StDev), where StDev is the standard deviation for that descriptor for all samples. In this way, each descriptor has a variance numerically equal to its initial standard deviation. The pareto scaling may be performed, for example, on raw data or mean centered data.
- “Logarithmic scaling” may be used to assist interpretation when data have a positive skew and/or when data spans a large range, e.g., several orders of magnitude. Usually, for each descriptor, the value is replaced by the logarithm of that value. In “equal range scaling,” each descriptor is divided by the range of that descriptor for all samples. In this way, all descriptors have the same range, that is, 1. However, this method is sensitive to presence of outlier points. In “autoscaling,” each data vector is mean centred and unit variance scaled. This technique is a very useful because each descriptor is then weighted equally and large and small values are treated with equal emphasis. This can be important for analytes present at very low, but still detectable, levels.
- Several supervised methods of scaling data are also known. Some of these can provide a measure of the ability of a parameter (e.g., a descriptor) to discriminate between classes, and can be used to improve classification by stretching a separation. For example, in “variance weighting,” the variance weight of a single parameter (e.g., a descriptor) is calculated as the ratio of the inter-class variances to the sum of the intra-class variances. A large value means that this variable is discriminating between the classes. For example, if the samples are known to fall into two classes (e.g., a training set), it is possible to examine the mean and variance of each descriptor. If a descriptor has very different mean values and a small variance, then it will be good at separating the classes. “Feature weighting” is a more general description of variance weighting, where not only the mean and standard deviation of each descriptor is calculated, but other well-known weighting factors, such as the Fisher weight, are used.
- The methods described herein may be implemented and/or the results recorded using any device capable of implementing the methods and/or recording the results. Examples of devices that may be used include but are not limited to electronic computational devices, including computers of all types. When the methods described herein are implemented and/or recorded in a computer, the computer program that may be used to configure the computer to carry out the steps of the methods may be contained in any computer readable medium capable of containing the computer program. Examples of computer readable medium that may be used include but are not limited to diskettes, CD-ROMs, DVDs, ROM, RAM, and other memory and computer storage devices. The computer program that may be used to configure the computer to carry out the steps of the methods and/or record the results may also be provided over an electronic network, for example, over the internet, an intranet, or other network.
- The process of comparing a measured value and a reference value can be carried out in any convenient manner appropriate to the type of measured value and reference value for the discriminative gene at issue. “Measuring” can be performed using quantitative or qualitative measurement techniques, and the mode of comparing a measured value and a reference value can vary depending on the measurement technology employed. For example, when a qualitative colorimetric assay is used to measure expression levels, the levels may be compared by visually comparing the intensity of the colored reaction product, or by comparing data from densitometric or spectrometric measurements of the colored reaction product (e.g., comparing numerical data or graphical data, such as bar charts, derived from the measuring device). However, it is expected that the measured values used in the methods of the invention will most commonly be quantitative values. In other examples, measured values are qualitative. As with qualitative measurements, the comparison can be made by inspecting the numerical data, or by inspecting representations of the data (e.g., inspecting graphical representations such as bar or line graphs).
- The process of comparing may be manual (such as visual inspection by the practitioner of the method) or it may be automated. For example, an assay device (such as a luminometer for measuring chemiluminescent signals) may include circuitry and software enabling it to compare a measured value with a reference value for a biomarker protein. Alternately, a separate device (e.g., a digital computer) may be used to compare the measured value(s) and the reference value(s). Automated devices for comparison may include stored reference values for the biomarker protein(s) being measured, or they may compare the measured value(s) with reference values that are derived from contemporaneously measured reference samples (e.g., samples from control subjects).
- As will be apparent to those of skill in the art, when replicate measurements are taken, the measured value that is compared with the reference value is a value that takes into account the replicate measurements. The replicate measurements may be taken into account by using either the mean or median of the measured values as the “measured value.”
- The invention also includes methods of identifying patients for particular treatments or selecting patients for which a particular treatment would be desirable or contraindicated.
- The methods above may be performed by a reference laboratory, a hospital pathology laboratory or a doctor. The methods above may further comprise an algorithm and/or statistical analysis.
- Pharmaceutically Acceptable Compositions
- Any of the above-described lung spheroids or lung spheroid cells can be administered in the form of a composition, that is, with one or more additional components such as a physiologically acceptable carrier, excipient, or diluent. For example, a composition may comprise a lung spheroids or lung spheroid cells as described herein plus a buffer, an antioxidant such as ascorbic acid, a low molecular weight polypeptide (such as those having less than 10 amino acids), a protein, amino acids, carbohydrates such as glucose, sucrose, or dextrin, chelating agent such as EDTA, glutathione, and/or other stabilizers, excipients, and/or preservatives. The composition may be formulated as a liquid or a lyophilizate. Further examples of components that may be employed in pharmaceutical formulations are presented in Remington's Pharmaceutical Sciences, 16th Ed., Mack Publishing Company, Easton, Pa., (1980), the relevant portions of which are incorporated herein by reference.
- Compositions comprising lung spheroids or lung spheroid cells described above can be administered by any appropriate means including, but not limited to, parenteral, topical, oral, nasal, vaginal, rectal, or pulmonary (by inhalation) administration. If injected, the composition(s) can be administered intra-articularly, intravenously, intraarterially, intramuscularly, intraperitoneally or subcutaneously by bolus injection or continuous infusion. Localized administration, that is, at the site of disease, is contemplated, as are transdermal delivery and sustained release from implants, skin patches, or suppositories. Delivery by inhalation includes, for example, nasal or oral inhalation, use of a nebulizer, inhalation in aerosol form, and the like. Administration via a suppository inserted into a body cavity can be accomplished, for example, by inserting a solid form of the composition in a chosen body cavity and allowing it to dissolve. Other alternatives include eye drops, oral preparations such as pills, lozenges, syrups, and chewing gum, and topical preparations such as lotions, gels, sprays, and ointments. In most cases, lung spheroids or lung spheroid cells can be administered topically or by injection or inhalation.
- The lung spheroids or lung spheroid cells described above can be administered at any dosage, frequency, and duration that can be effective to treat the condition being treated. The dosage depends on the molecular nature of the therapeutic molecule and the nature of the disorder being treated. Treatment may be continued as long as necessary to achieve the desired results. The periodicity of treatment may or may not be constant throughout the duration of the treatment. For example, treatment may initially occur at weekly intervals and later occur every other week. Treatments having durations of days, weeks, months, or years are encompassed by the invention. Treatment may be discontinued and then restarted.
- Maintenance doses may be administered after an initial treatment. Dosage may be measured as numbers of cells per kilogram of body weight (n/kg) or as numbers of cells per square meter of skin surface (n/m2) or as a fixed dose, irrespective of height or weight. These are standard dosage units in the art. A person's skin surface area is calculated from her height and weight using a standard formula. For example, therapeutic lung spheroids or lung spheroid cells can be administered at a dose of from about 1.0×104 cells/kg to about 1.0×1010 cells/kg or from about 1.0×105 cells/kg to about 1.0×108 cells/kg. Alternatively, a dose of from about 1.0×106 cells to about 1.0×1011 cells can be administered. Or a dose of about 2.0×106 cells, 5.0×106 cells, 1.0×107 cells, 2.0×107 cells, 5.0×107 cells, 1.0×108 cells, 5.0×108 cells, 1.0×109 cells, 5.0×109 cells, 1.0×1010 cells, or 5.0×1010 cells may be administered.
- Unless defined otherwise, all technical and scientific terms used herein have the same meaning as commonly understood by one of ordinary skill in the art to which this invention belongs. The article “a” and “an” are used herein to refer to one or more than one (i.e., to at least one) of the grammatical object(s) of the article. By way of example, “an element” means one or more elements.
- Throughout the specification the word “comprising,” or variations such as “comprises” or “comprising,” will be understood to imply the inclusion of a stated element, integer or step, or group of elements, integers or steps, but not the exclusion of any other element, integer or step, or group of elements, integers or steps. The present invention may suitably “comprise”, “consist of”, or “consist essentially of”, the steps, elements, and/or reagents described in the claims.
- It is further noted that the claims may be drafted to exclude any optional element. As such, this statement is intended to serve as antecedent basis for use of such exclusive terminology as “solely”, “only” and the like in connection with the recitation of claim elements, or the use of a “negative” limitation.
- Where a range of values is provided, it is understood that each intervening value, to the tenth of the unit of the lower limit unless the context clearly dictates otherwise, between the upper and lower limits of that range is also specifically disclosed. Each smaller range between any stated value or intervening value in a stated range and any other stated or intervening value in that stated range is encompassed within the invention. The upper and lower limits of these smaller ranges may independently be included or excluded in the range, and each range where either, neither or both limits are included in the smaller ranges is also encompassed within the invention, subject to any specifically excluded limit in the stated range. Where the stated range includes one or both of the limits, ranges excluding either or both of those included limits are also included in the invention.
- The following Examples further illustrate the invention and are not intended to limit the scope of the invention. In particular, it is to be understood that this invention is not limited to particular embodiments described, as such may, of course, vary. It is also to be understood that the terminology used herein is for the purpose of describing particular embodiments only, and is not intended to be limiting, since the scope of the present invention will be limited only by the appended claims.
- We sought to develop a streamlined method to generate clinically-applicable amounts of resident lung progenitors. Multicellular spheroid represents a three-dimensional cell culture method frequently used in cancer biology [17, 18]. The spheroid method has also been used to generate neural stem cells [19] and cardiac stem cells[20]. It has also been reported that the spheroid environment mimics the in vivo stem cell niche and is able to reprogram somatic cells into neural progenitor-like cells [21, 22]. We hypothesize that lung spheroids can be generated from healthy lung tissues and they may contain lung progenitor cells suitable for therapeutic applications. Outgrowth cells from adult human lung tissues self-aggregated into three-dimensional multicellular lung spheroids. These spheroids resemble the stem niche. When re-plated onto fibronectin-coated surfaces, lung spheroids dissociated into single cells which we termed lung spheroid cells (LSCs). Lung spheroids and LSCs represent selective mixtures of both lung progenitors and supporting stromal cells. Intravenous infusion of human LSCs ameliorated bleomycin-induced pulmonary fibrosis in immunodeficiency mice. In a rat model of pulmonary fibrosis, a head-to-head comparison revealed the therapeutic superiority of LSCs over adipose-derived mesenchymal stem cells with the same genetic background.
- Methods
- Generation of Lung Spheroids and Lung Spheroid Cells
- Rat Lung Spheroids and Lung Spheroid Cells
- We derived lung spheroids and lung spheroid cells from rat lungs, see the procedure below. Lungs from Wistar-Kyoto rats were explanted and minced into small fragments. Cells outgrowing from the lung explants were collected and forced to form lung spheroids in suspension culture. The lung spheroids were re-plated onto adherence culture to generate lung spheroid cells. The morphologies of rat lung spheroids and lung spheroid cells resemble their human counterparts.
- Healthy human lung tissues were acquired from the Cystic Fibrosis and Pulmonary Diseases Research and Treatment Center at the University of North Carolina—Chapel Hill. Donor comorbidity is shown in Table 1.
-
TABLE 1 Sex age race cause of death smoking Lung Female 50 Hispanic Anoxia 2nd No Donor 1Cardiovascular Lung Female 52 Black Cerebrovascular No Donor 2 Accident Lung Male 18 Hispanic Head Trauma 2nd No Donor 3Self-Inflicted Gunshot Wound - An approximately 6 mm×6 mm piece distal lung tissue was separated and washed with phosphate buffered saline (PBS) (Life Technologies). The tissue sample was then cut into smaller biopsy-sized pieces, and washed three times with PBS, followed by enzymatic digestion at 37° C. in collagenase IV solution (5 mg/ml) (Sigma-Aldrich) for 5 minutes. Iscove's Modified Dulbecco's Media (IMDM; Life Technologies) containing 20% fetal bovine serum (FBS; Coming) is then added to the sample to inactivate the collagenase. After that the tissue samples were further minced into smaller tissue explants (˜0.5×0.5 mm) before plating. Approximately 50 pieces of tissue explants were then placed onto a fibronectin-coated plate with approximately 1.5 cm between each explant and covered with 2 mL of IMDM with 20% FBS overnight to aid their attachment onto the plate. The cultures were maintained in IMDM with 20% FBS and media change was performed every other day. In about one week, cells started to outgrow from the tissue explants. Once these outgrowth cells were about 70-80% confluent, they were harvested by 5-10 minute of incubation with TryPLE Select™ (Life Technologies). The cells were then seeded into an Ultra-Low attachment flask (Corning) at a density of 100,000 cells/cm2 and cultured in IMDM with 10% FBS for spheroid formation. Phase-bright lung spheroids (LSs) started to form in 3-7 days. LSs were then collected from the suspension culture flasks and re-plated onto fibronectin-coated surface to produce adherent lung spheroid cells (LSCs). LSCs were cultured in IMDM with 20% FBS media, 50 ug/mL gentamicin, 2 mmol/L L-Glutamine (Life Technologies), and 0.1 mmol/L 2-mercaptoethanol (Life Technologies). A cohort of LSCs were cultured in FBS-free media and containing 25 ng/ml epidermal growth factor (EGF; from Shenandoah Biotechnology, PA) to test the effects of EGF on cell growth. The cells were passaged every 3-5 days. We used Passage 2-3 LSCs for all in vitro and in vivo testing. Human pulmonary alveolar epithelial cells (HPAEpiC; from ScienCell Research Laboratories) and normal human dermal fibroblast cells (NHDF; from ATCC) were cultured in the same media as control cells to human LSCs. Rat LSCs were generated from 6-week-old syngeneic Wistar-Kyoto rats using a similar protocol as human LSCs. Rat adipose-derived mesenchymal stem cells (AD-MSCs) were derived from the same strain of rats as previously described. Li et al. 2012 J Amer Coll Cardiol 59 942-953. Mouse PF-LSCs were generated from 6-week-old CD1 mice (Charles River Labs) 14 days after bleomyocin instillation. Lung biopsy tissues from IPF patients were obtained from the IPF Clinic of University of North Carolina—Chapel Hill.
- Flow Cytometry Analysis
- To characterize the antigenic phenotypes of LSCs, flow cytometry was performed using a FACSCalibur or an LSR II flow cytometer (BD) and analyzed using FlowJo software (TreeStar). Cells were incubated with antibodies against CD31, CD34, CD45, CD49f, CD90, CD105, c-Kit, EpCAM, p75 NGF, CCSP, Pro-SPC, pan cytokeratin and
aquaporin 5 for 60 min. Isotype-identical antibodies served as negative control. Human bone marrow-derived mesenchymal stem cells (BM-MSCs) were obtained from Lonza as control cells for flow cytometry and the BM-MSCs were cultured in the same LSC media. To reveal the change of cell phenotype from spheroids to adherent cells, lung spheroids were dissociated into single cells by 10-15 min incubation with TryPEL Select™ (Life Technologies, CA) and the dissociated cells were subjected to flow cytometry analysis. - Immunocytochemistry on Lung Spheroids and LSCs
- LSCs were plated onto fibronectin-coated chamber slides (BD Biosciences) and subsequently fixed with 4% paraformaldehyde (PFA) before immunocytochemistry (ICC) for aforementioned antigens. Lung spheroids were mounted in OCT (Tissue-Tek) and cryo-sectioned (5 μm) for immunostaining. Images were taken with a epi-fluorescent microscope (Olympus IX81). LSCs or lung spheroid sections were stained with the antibodies against CD31, CD34, CD45, CD49f, CD90, CD105, c-Kit, EpCAM, p75 NGF, CCSP, Pro-SPC, pan cytokeratin, KRTS, p63 and
aquaporin 5 and detected by FITC- or Texas Red-conjugated secondary antibodies. - In Vitro Alveoli-Like Structure Formation, Differentiation and Paracrine Assays
- LSCs were plated onto Matrigel™ (BD Biosciences) for observation of the formation of alveoli-like structures in vitro. LSCs were transduced with viral particles of enhanced green fluorescent protein (EGFP, Vector Biolabs). Furthermore, LSCs on Matrigel™ were fixed with 4% PFA, followed by immunostaining on EGFP and
aquaporin 5. Nuclei were counter-stained with DAPI. To reveal the effects of LSC-secreted factors on lung epithelial cell survival, (HPAEpiC) were cultured in control media (plain IMDM) or LSC-conditioned media (LSC-CM). After 3 days, live and dead HPAEpiCs were stained with Calcein-AM and ethidium homodimer-1 (EthD) respectively (Live/Dead Assay Kit, Life Technologies). The pro-angiogenic effects of LSC-conditioned media were studied by endothelial cell tube formation assay. Human umbilical vein endothelial cells (HUVECs; from ATCC) were seeded onto growth factor-reduced Matrigel™ in 96-well plates at a density of 2×104 cells per well. 100 μL of plain IMDM or conditioned media from human LSCs were added into the wells. After 4 hours, the wells were imaged with a Nikon TE-200 white light microscope. The average tube length was then measured with NIH Image J Software. The cytokines and growth factors secreted by LSCs were determined by a protein dot array (RayBiotech Inc). Conditioned media from normal human dermal fibroblasts (NHDFs) was used as the control for protein array. - Animal Procedures
- All animal work is compliant with the Institutional Animal Care and Use Committee at North Carolina State University. 6 to 8-week old female severe combined immunodeficiency (SCID) mice (Charles River Laboratories) were randomized into the following three treatment groups (n=6-7 mice for each group): 1) Sham control: mice receiving 50 μl PBS instilled intratracheally into the lungs; 2) Bleo+saline: mice receiving 0.7 U/kg body weight bleomycin in 50 μl PBS (EMD Biosciences) instilled intratracheally into the lungs, followed by tail vein injection of 200 μl PBS 24 hrs later. 3) Bleo+LSC: mice receiving 0.7 U/kg body weight bleomycin in 50 μl PBS instilled intratracheally into the lungs, followed by tail vein injection of 1×106 human LSCs in 200 μl PBS 24 hrs later. A subset of animals in the Bleo+LSC group received LSCs labeled with green fluorescent cell tracker DiO (Life Technologies) or transduced with viral particles of EGFP (Vector Biolabs), which facilitates histological detection of infused cells in the mouse lungs. At
Day 14, all mice were sacrificed and their lungs were harvested for histological analysis, including hematoxylin and eosin (H & E) staining for alveolar thickening and infiltration, Masson's Trichrome staining for fibrosis, terminal deoxynucleotidyl transferase dUTP nick end labeling (TUNEL) staining for cell apoptosis and other immunohistochemistry (IHC) staining for angiogenesis and differentiation of LSCs. To perform a head-to-head comparison of LSCs and another stem cell type in lung regeneration, 5×106 syngeneic rat LSCs or AD-MSCs were injected into 6-week-old female Wistar-Kyoto rats (Charles River Laboratories) with bleomycin-induced pulmonary fibrosis. Animals were euthanized 14 days later. The same H&E staining was performed to measure the degree of lung injury. - Histology
- All animals were sacrificed 14 days after treatment. Mouse lungs were harvested and frozen in OCT compound. Cryosections (5 μm thick) were prepared. For H&E staining, lung cryosections were stained for 2 minutes in Hematoxylin and 30 seconds in Eosin, Masson's trichrome staining was performed as per manufacturer's instructions (HT15 Trichrome Staining (Masson) Kit; Sigma-Aldrich). For immunofluorescence staining, lung cryosections were fixed with 4% PFA, blocked/permeabilized with Protein Block Solution (DAKO, Carpinteria, CA) containing 1% saponin (Sigma-Aldrich), and then stained with the following antibodies: rabbit anti-von Willebrand factor (Abcam), rabbit anti-Aquaporin 5 (Abcam), and chicken anti-GFP (Abcam). FITC or Texas-Red secondary antibodies were obtained from Abcam as well. Images were taken by a Zeiss LSM 710 laser scanning confocal microscopy system. Apoptotic cells were detected by terminal deoxynucleotidyl transferase dUTP nick end labeling (TUNEL) assay using the In Situ Cell Death Detection Kit (Roche Diagnostics, Mannheim, Germany), according to the manufacturer's instructions.
- PCR Array
- Using the RT2 Profiler™ PCR Array System (Qiagen), we compared the expressions of stem cell-related genes in human LSCs and HPAEpiCs. Briefly, total RNA was extracted from explanted lungs and cDNA was prepared from the total RNA mixture of three independent lungs using the RT2 First Strand Kit (Qiagen). Experimental cocktail was prepared by adding cDNA to RT2 qPCR Master Mix (Qiagen) within the 96-well PCR array. Quantitative real time PCR was performed with a Roche Light Cycler Real Time PCR System. A similar fibrosis-related gene PCR array was employed to compare the expressions of key genes involved in dysregulated tissue remodeling during the repair and fibrosis in “Bleo+saline” and “Bleo+LSC” lungs.
- Statistical Analysis
- Results are presented as mean±SD unless specified otherwise. Comparisons between any 2 groups were performed using 2-tailed unpaired Student's t test. Comparisons among more than 2 groups were performed using one way ANOVA followed by post-hoc Bonferroni correction. Differences were considered statistically significant when p<0.05.
- Results
- Generation of Lung Spheroids and LSCs
- Using a three-stage “adhesion-suspension-adhesion” culture process (
FIG. 1A ), we derived lung spheroids and LSCs from healthy adult human lung tissues. Both phase-bright and stromal-like cells started to outgrow from the lung tissue explants in a week after plating onto fibronectin-coated surfaces. Those outgrowth cells become confluent in ˜2-3 weeks (FIG. 1C panel I). When seeded on Ultra-Low Attachment Surface (to discourage cell attachment), the outgrowth cells spontaneously aggregate into three-dimensional lung spheroids (FIG. 1B -ii). When re-plated onto a fibronectin-coated surface, lung spheroids dissociated into single cells we termed lung spheroid cells (LSC;FIG. 1C panel II). One biopsy-sized lung tissue can generate up to 50-200 million, more typically 10-20 millionPassage 0 LSCs. When maintained and passaged in IMDM with 20% FBS (FIG. 1C panel IV), LSCs can further undergo 5-15 doublings in 15-50 days (FIG. 1B ). Such cell yield and growth potential should suffice the requirement for clinical cell manufacturing. - Cell phenotypes in Lung Spheroids and LSCs
- Immunocytochemistry revealed an organized structure of each lung spheroid (
FIG. 1D ). Clusters of lung stem cells/progenitor cells (e.g. Pro-SPC-, p63-positive cells, KRTS-positive cells and/or CCSP-positive cells) reside in the spheroid core surrounded by CD105- or CD90-positive supporting (stromal-like) cells. These architectural features of lung spheroids resemble previously reported stem cell niches found in cardiac stem cell formed spheroids [23]. Lung spheroids did not contain cells expressing hematopoetic markers such as CD45, CD31, and CD34, nor did they contain cells expressing mature lung epithelial marker pan cytokeratin or aquaporin. Lung spheroids also contain a small fraction of cells expressing p75 NGF, EpCAM, and CD49f, but not c-kit. As derivatives of lung spheroids, LSCs displayed a similar phenotypic profile. Flow cytometry analysis (FIGS. 2A & 2B ) revealed that LSCs were highly positive for CD105, CD90, Pro-SPC, CCSP and weekly positive for p75 NGF, EpCAM, and CD49f. Double staining confirmed that a subpopulation of LSCs is positive for both Pro-SPC and CCSP (FIG. 2C ). LSCs are negative for hematopoietic cell markers CD45, CD31, and CD34 or mature lung epithelial cell marker pan cytokeratin or aquaporin. These compound data suggest LSC represent a selective mixture of lung progenitor cells and supporting cells. The phenotype of LSCs were distinct from BM-MSCs as the latter did not express Pro-SPC or CCSP (FIG. 7A (1)-7B(4)). To reveal the changes of cell phenotype from spheroids to adherent cells, we dissociated lung spheroids into single cells and then performed flow cytometry analysis. The results indicated a similar phenotype, except for slightly higher Pro-SPC expression at the spheroid stage (FIG. 8B -8C) Immunocytochemistry on LSCs confirmed the flow cytometry results (FIG. 2B ). To enable histological detection, a cohort of LSCs were transduced with EGFP viral particles. We confirmed that EGFP transduction did not affect the phenotype of LSCs (FIG. 9 ). Using a stemness-related gene PCR array, we compared the gene expressions of human LSCs and (HPAEpiC) (data not shown). Multiple genes were upregulated in LSCs as compared to HPAEpiCs, such as bone morphogenetic protein 2 (BMP2), stromal cell-derived factor 1 (SDF-1; also known as C-X-C motif chemokine 12 [CXCL12]) and fibroblast growth factors 2 (FGF2). - Ability of LSCs to Form Alveoli-Like Structures and Promote Angiogenesis
- When cultured on Matrigel™, LSCs self-assembled into alveoli-like structures (
FIG. 3A ). Immuno-staining revealed that LSCs expressed aquaporin 5 (overlay of red/green with open arrowheads,FIG. 3B ) and acquire mature lung epithelial cell morphology. Non-differentiated LSCs are shown in green with solid arrowheads, (FIG. 3B ). These non-differentiated cells remain positive for Pro-SPC (white arrow,FIG. 10 ). Conditioned media from LSCs promote survival/proliferation of human lung epithelial cells (FIG. 3C ) and tube formation of human endothelial cells on Matrigel™ (FIG. 3D ; LSC-conditioned media vs. control media: 237.8±32.7 μm vs. 108.7±81.1 um; p<0.05), suggesting a pro-survival and pro-angiogenic role of LSC-secreted factors. A cytokine array (FIG. 3E ) revealed that as compared to control cells (NHDFs), human LSCs secrete higher concentrations of pro-angiogenic factors such as insulin-like growth factor binding protein 2 (IGFBP2), hepatocyte growth factor (HGF), and brain-derived neurotrophic factor (BDNF). - Regenerative Potential of LSCs in Mice with Pulmonary Fibrosis
- Animal study design is outlined as
FIG. 4A . Pulmonary fibrosis was induced in severe combined immunodeficiency (SCID) mice with intratracheal bleomycin instillation. 24 hrs later, animals received intravenous infusion of 1×106 human LSCs or saline control. The animals were followed for 14 days and then sacrificed for endpoint analysis. Macroscopic view of the explanted lungs revealed significant tissue damages (dense dark spots) in the bleomyocin-treated lungs (FIG. 4B ), while LSC-treated lungs appeared similar to the lungs in the Sham group. H &E staining (FIG. 4C ) revealed that LSC treatment significantly reduced fibrous thickening (by Ashcroft Score) (FIG. 4E ; “Bleo+saline” vs. “Bleo+LSC”: 5.7±1.0 vs. 4.3±0.7) and tissue infiltration (FIG. 4F ; “Bleo+saline” vs. “Bleo+LSC”:11.6±5.7 vs. 4.3±4.8). Masson's trichrome staining confirmed the reduction of fibrosis by LSC treatment (blue,FIG. 4D ). - Mechanisms of LSC-Mediated Lung Protection and Regeneration
- LSC engraftment reduced tissue apoptosis in the bleomycin-treated lungs. LSC engraftment (DiO-labeled;
FIG. 5A , green) decreased the numbers of TUNEL-positive apoptotic cells (FIG. 5A , red nuclei) in the bleomycin-treated lungs (area w/o LSC vs. area w/LSC: 1.9±0.5% vs. 0.7±0.2% of total nuclei). Such protection was seen in epithelial, stromal, and endothelial cell types in the lungs (FIG. 11 ). In contrast, LSC treatment increased angiogenesis in the bleomycin-treated lungs: more vWF-positive vasculatures were detected in the LSC-treated lungs (FIG. 5B ; “Bleo+saline” vs. “Bleo+LSC”: 6.0±2.3 vs. 11.8±3.3 per HPF). Moreover, a greater number of blood vessels were formed around LSCs than in other areas without the presence of LSCs (FIG. 12 ). These results were consistent with the pro-survival and pro-angiogenic effects of LSCs observed in vitro (FIG. 3C (1) and 3C(2)). While some injected human LSCs acquired mature lung epithelial cell phenotypes: EGFP-positive LS Cs co-expressed differentiation lung epithelial cell marker aquaporin 5 (FIG. 5C , white arrows;FIG. 13 , inset panel b), some LSCs remain positive for Pro-SPC (FIG. 13 , inset b). To reveal the overall impact of LSC treatment on pulmonary fibrosis, we extracted RNA from the lungs in “Bleo+LSC” and “Bleo+saline” groups. Quantitative PCR array revealed that LSC treatment attenuated the expressions of fibrotic genes in the bleomycin-treated lungs (FIG. 5D ). - Rat Lung Spheroids and Lung Spheroid Cells
- Using the similar technology, we derived lung spheroids and lung spheroid cells from rat lungs. Lungs from Wistar-Kyoto rats were explanted and minced into small fragments. Cells outgrowing from the lung explants were collected and forced to form lung spheroids in suspension culture. The lung spheroids were re-plated onto adherence culture to generate lung spheroid cells. The morphologies of lung spheroids and lung spheroid cells resemble their human counterparts.
- Therapeutic Superiority of LSCs over AD-MSCs
- Because most current clinical trials are using MSCs for treating IPF and COPD, we sought to compare the therapeutic potencies of LSCs and AD-MSCs. To rule out donor variability, we derived rat LSCs and AD-MSCs from the syngeneic Wistar-Kyoto (WKY) rat strains as these rats share the same genetic background. Rat LSCs share a similar antigenic phenotype with their human counterparts, with consistent expressions of CD105, CD90, Pro-SPC and CCSP (
FIG. 14 ). 24 hours after bleomycin instillation, WKY rats were randomized to receive either saline, rat LSCs, or rat AD-MSCs (FIG. 6A ). Consistent with previous reports, H&E staining indicated that AD-MSC therapy reduced infiltrates 14 days after cell therapy (FIG. 6B ;FIGS. 6C & D, black bars), as compared to saline control (FIG. 6B ;FIGS. 6C & D, white bars). There was also a trend in the reduction of fibrotic thickening (by Ashcroft Score). However, the highest therapeutic effects were observed in rats that received LSCs, which expressed the smallest degree of fibrotic thickening and tissue infiltration (FIG. 6B ;FIGS. 6C & D, red bars). These data suggest that LSCs are superior to AD-MSCs in treating rats with PF. - Discussion
- The last decade witnessed a burst of studies on identifying endogenous lung stem cells [24]. Many cell types in the lung, including basal cells, club cells, alveolar type II cells, have been proposed as stem/progenitor cells. However, mesenchymal cells (from bone marrow, adipose tissues, umbilical cord) are still the major players in on-going cell-based therapy trials for treating lung diseases because of the ease of isolating and propagating these cells. Compared to resident lung progenitor cells, mesenchymal cells are easy to isolate and expand.
- Multicellular spheroid has been used as a method to generate neural and cardiac stem cells. A recent report indicates infusion of cardiosphere-derived cells in mild-to-moderate heart attack patients reduces scar and increases viable tissue [25]. So far lung spheroid has been used as a method to grow and test lung cancer cells [26]. In the present study, we show lung spheroid as a straightforward method to generate therapeutic lung progenitor cells. The cell yield and growth potential of lung spheroid cells (LSCs) make them suitable for both autologous and allogeneic applications (
FIG. 1 ). No antigenic sorting is required as LSCs represent an selective mixture containing both lung progenitor cells as well as supporting cells (FIG. 2 ). The origin of LSCs is yet to be determined. Expressions of CD105, CD90, Pro-SPC, and CCSP identify human LSCs, suggesting they may contain lung mesenchymal stem cells, alveolar progenitors, and airway progenitors. LSCs are distinct from MSCs: human MSCs express CD105 and CD90, but not Pro-SPC or CCSP (FIG. 7 ). A sub-fraction of LSCs is dual positive for Pro-SPC and CSSP, representing the bronchioalveolar stem cells (BASCs). In addition, a small fraction of LSCs also express CD49f (Itga6), p75 NGF, and EpCAM, previously reported as markers for multipotent lung stem cells [27 28]. The positive percentages for these lung stem cell markers in LSCs are higher than what naturally occurs in the adult lungs. We speculate the spheroid culture may artificially enrich these stem cells. This natural mixture of lung progenitor cells may be a result of the ex vivo cell culture process. The three-dimensional spheroid culture may enrich the stem cell populations. Alternatively, the ex vivo cell culture process may revert mature lung epithelial cells into progenitor cells, a process resembling the dedifferention of lung cells into stem cells in vivo [29]. LSCs could form alveoli-like structures in vitro, suggesting their differentiation potential into mature lung cells (FIG. 2E ). The conditioned media from LSCs contains various pro-angiogenic factors (FIG. 4F ) and promotes tube formation of endothelial cells (FIG. 2F ), suggesting LSC may promote lung regeneration through paracrine mechanisms. - To test the regenerative potential of LSCs in vivo, we created a pulmonary fibrosis model in mice by intratracheal instillation of bleomycin. The use of immunodeficiency (SCID) mice makes it possible to test human LSCs without the fear of rejection. No complications were observed in mice received LSC infusion. No tumors or ectopic tissues were observed in the animals treated with LSCs. Treatment with LSCs inhibited fibrosis (
FIG. 3B ), infiltration (FIG. 3C ), and cell apoptosis (FIG. 4A ), but promoted angiogenesis (FIG. 4B ). LSCs engraft and acquire mature lung phenotypes in the recipient lungs (FIGS. 4C & D), although such small engraftment and differentiation incidents stem insufficient to explain the observed benefits. Mounting lines of evidence suggest injected stem cells regenerate damaged tissues through indirect paracrine mechanism [30]. We speculate LSCs secrete beneficial factors to modulate the environment and recruit endogenous repair mechanisms (FIGS. 4F & G). - LSCs where able to form alveoli-like structures and acquired mature lung epithelial phenotypes/morphologies in vitro, suggesting their differentiation potential (
FIGS. 3A & B). The conditioned media from LSCs promotes lung epithelial cell survival (FIG. 3C ) and endothelial cell tube formation (FIG. 3D ). Cytokine array data suggested that LSCs may promote lung regeneration through the secretion of anti-apoptotic and pro-angiogenic factors and cytokines (FIG. 3E ). - To test the regenerative potential of LSCs in vivo, we created a pulmonary fibrosis model in mice via intratracheal instillation of bleomycin. The use of immunodeficiency (SCID) mice makes it possible to test human LSCs without the fear of rejection. No complications were observed in mice that received LSC infusion. No tumors or ectopic tissues were observed in any animals treated with LSCs. Treatment with LSCs inhibited fibrosis (
FIG. 4E ), infiltration (FIG. 4F ), and cell apoptosis (FIG. 5A ), but promoted angiogenesis (FIG. 5B ). LSCs engraft and acquire mature lung phenotypes in the recipient lungs (FIG. 5C ), although such small engraftment and differentiation incidents seem insufficient to explain the overall benefits. Mounting lines of evidence suggest injected stem cells regenerate damaged tissues through indirect paracrine mechanisms [28]. We speculate LSCs secrete beneficial factors that modulate the environment and recruit endogenous repair mechanisms (FIGS. 5E ). - Since mesenchymal stem cells (MSCs) are the most popular cells in clinical trials for lung diseases, we performed a head-to-head comparison of rat LSCs and AD-MSCs in the same rat model of PF (
FIG. 6 ). Strikingly, LSCs outperformed AD-MSCs in reducing fibrotic thickening and tissue infiltration in PF lungs. The underlying mechanisms need to be further elucidated. As derived from adult lungs instead of fat tissues, we speculate that LSCs are predesignated to differentiate into lung cells and promote endogenous lung regeneration. - In summary, we identified lung spheroids from healthy human lungs as a new source of lung progenitor cells that can be used for therapeutic lung regeneration. Lung spheroid represents a simple and highly-reproducible method to generate therapeutic lung cells without antigenic sorting. Normally FBS-free media containing EGF is used for lung epithelial stem cell culture. We compare LSCs cultured in two conditions: 1) 25 ng/mL EGF and no FBS; 2) 20% FBS, no EGF. The morphologies of LSCs were similar in those two conditions, albeit the cells cultured in 20% FBS media grew faster (
FIG. 15 ). These yet-to-be elucidated questions will be the effort of our future directions in this line of research. As an autologous product, we anticipate an IPF patient will come to the clinic, after which a lung biopsy will be performed to generate the tissues required for LSC culture. These autologous cells will then be re-introduced into the same patient by intravenous injection. To this end, we confirmed that LSCs can be derived from mouse (FIG. 16 &FIG. 17 ) and human (FIG. 18 ) lungs with PF. - Future studies are warranted to elucidate the origin of LSCs and the mechanisms underlying their therapeutic benefits, and to translate these findings to a clinically-relevant large animal model of lung disease.
-
- [1] Cottin V. Interstitial lung disease. European Respiratory Review. 2013; 22:26-32.
- [2] Yang J, Jia Z. Cell-based therapy in lung regenerative medicine. Regenerative Medicine Research. 2014; 2:7.
- [3] Moodley Y, Atienza D, Manuelpillai U, Samuel C, Tchongue J, Ilancheran S, et al. Human umbilical cord mesenchymal stem cells reduce fibrosis of bleomycin-induced lung injury. Am J Pathol. 2009; 175:303-13.
- [4] Ortiz L, Dutreil M, Fattman C, Pandey A, Tones G, Go K, et al.
Interleukin 1 receptor antagonist mediates the antiinflammatory and antifibrotic effect of mesenchymal stem cells during lung injury. Proc Natl Acad Sci U S A. 2007; 104:11002-7. - [5] Ortiz L, Gambelli F, McBride C, Gaupp D, Baddoo M, Kaminski N, et al. Mesenchymal stem cell engraftment in lung is enhanced in response to bleomycin exposure and ameliorates its fibrotic effects. Proc Natl Acad Sci USA. 2003; 100:8407-11.
- [6] Rojas M, Xu J, Woods C, Mora A, Spears W, Roman J, et al. Bone marrow-derived mesenchymal stem cells in repair of the injured lung. Am J Respir Cell Mol Biol. 2005; 33:145-52.
- [7] Tzouvelekis A, Paspaliaris V, Koliakos G, Ntolios P, Bouros E, Oikonomou A, et al. A prospective, non-randomized, no placebo-controlled, phase Ib clinical trial to study the safety of the adipose derived stromal cells-stromal vascular fraction in idiopathic pulmonary fibrosis. J Transl Med. 2013; 11:171.
- [8] Takahashi K, Tanabe K, Ohnuki M, Narita M, Ichisaka T, Tomoda K, et al. Induction of Pluripotent Stem Cells from Adult Human Fibroblasts by Defined Factors. Cell. 2007; 131:861-72.
- [9] Takahashi K, Yamanaka S. Induction of pluripotent stem cells from mouse embryonic and adult fibroblast cultures by defined factors. Cell. 2006; 126:663-76.
- [10] Thomson J A, Itskovitz-Eldor J, Shapiro S S, Waknitz M A, Swiergiel J J, Marshall V S, et al. Embryonic Stem Cell Lines Derived from Human Blastocysts. Science. 1998; 282:1145-7.
- [11] Desai T J, Brownfield D G, Krasnow M A. Alveolar progenitor and stem cells in lung development, renewal and cancer. Nature. 2014; 507:190-4.
- [12] Kajstura J, Rota M, Hall S R, Hosoda T, D′Amario D, Sanada F, et al. Evidence for Human Lung Stem Cells. New England Journal of Medicine. 2011; 364:1795-806.
- [13] Kim C, Jackson E, Woolfenden A, Lawrence S, Babar I, Vogel S, et al. Identification of bronchioalveolar stem cells in normal lung and lung cancer. Cell. 2005; 121:823-35.
- [14] Wansleeben C, Barkauskas C, Rock J, Hogan B. Stem cells of the adult lung: their development and role in homeostasis, regeneration, and disease. Wiley Interdiscip Rev Dev Biol. 2013; 2:131-48.
- [15] Barkauskas C E, Cronce M J, Rackley C R, Bowie E J, Keene D R, Stripp B R, et al.
Type 2 alveolar cells are stem cells in adult lung. The Journal of Clinical Investigation. 2013; 123:3025-36. - [16] Hogan Brigid L M, Barkauskas Christina E, Chapman Harold A, Epstein Jonathan A, Jain R, Hsia Connie C W, et al. Repair and Regeneration of the Respiratory System: Complexity, Plasticity, and Mechanisms of Lung Stem Cell Function. Cell Stem Cell. 2014; 15:123-38.
- [17] Fennema E, Rivron N, Rouwkema J, van Blitterswijk C, de Boer J. Spheroid culture as a tool for creating 3D complex tissues. Trends in Biotechnology. 2013; 31:108-15.
- [18] LaBarbera D V, Reid B G, Yoo B H. The multicellular tumor spheroid model for high-throughput cancer drug discovery. Expert Opinion on Drug Discovery. 2012; 7:819-30.
- [19] Deleyrolle L, Reynolds B. Isolation, Expansion, and Differentiation of Adult Mammalian Neural Stem and Progenitor Cells Using the Neurosphere Assay. In: Gordon D, Scolding N J, editors. Neural Cell Transplantation: Humana Press; 2009. p. 91-101.
- [20] Marbán E. Breakthroughs in Cell Therapy for Heart Disease: Focus on Cardiosphere-Derived Cells. Mayo Clinic Proceedings. 2014; 89:850-8.
- [21] Su G, Zhao Y, Wei J, Han J, Chen L, Xiao Z, et al. The effect of forced growth of cells into 3D spheres using low attachment surfaces on the acquisition of stemness properties. Biomaterials. 2013; 34:3215-22.
- [22] Su G, Zhao Y, Wei J, Xiao Z, Chen B, Han J, et al. Direct conversion of fibroblasts into neural progenitor-like cells by forced growth into 3D spheres on low attachment surfaces. Biomaterials. 2013; 34:5897-906.
- [23] Li T-S, Cheng K, Lee S-T, Matsushita S, Davis D, Malliaras K, et al. Cardiospheres Recapitulate a Niche-Like Microenvironment Rich in Stemness and Cell-Matrix Interactions, Rationalizing Their Enhanced Functional Potency for Myocardial Repair. STEM CELLS. 2010; 28:2088-98.
- [24] Kotton D N, Morrisey E E. Lung regeneration: mechanisms, applications and emerging stem cell populations. Nat Med. 2014; 20:822-32.
- [25] Makkar R R, Smith R R, Cheng K, Malliaras K, Thomson L E J, Berman D, et al. Intracoronary cardiosphere-derived cells for heart regeneration after myocardial infarction (CADUCEUS): a prospective, randomised
phase 1 trial. The Lancet. 2012; 379:895-904. - [26] Amann A, Zwierzina M, Gamerith G, Bitsche M, Huber J M, Vogel G F, et al. Development of an Innovative 3D Cell Culture System to Study Tumour-Stroma Interactions in Non-Small Cell Lung Cancer Cells. PLoS ONE. 2014; 9:e92511.
- [27] Chapman H, Li X, Alexander J, Brumwell A, Lorizio W, Tan K, et al. Integrin alpha6beta4 identifies an adult distal lung epithelial population with regenerative potential in mice. J Clin Investig. 2011; 121:2855-62.
- [28] Kumar Pooja A, Hu Y, Yamamoto Y, Hoe Neo B, Wei Tay S, Mu D, et al. Distal Airway Stem Cells Yield Alveoli In Vitro and during Lung Regeneration following H1N1 Influenza Infection. Cell. 2011; 147:525-38.
- [29] Tata P R, Mou H, Pardo-Saganta A, Zhao R, Prabhu M, Law B M, et al. Dedifferentiation of committed epithelial cells into stem cells in vivo. Nature. 2013; 503:218-23.
- [30] Chimenti I, Smith R R, Li T-S, Gerstenblith G, Messina E, Giacomello A, et al. Relative Roles of Direct Regeneration Versus Paracrine Effects of Human Cardiosphere-Derived Cells Transplanted Into Infarcted Mice. Circulation Research. 2010; 106:971-80.
- It is to be understood that, while the invention has been described in conjunction with the detailed description, thereof, the foregoing description is intended to illustrate and not limit the scope of the invention. Other aspects, advantages, and modifications of the invention are within the scope of the claims set forth below. All publications, patents, and patent applications cited in this specification are herein incorporated by reference as if each individual publication or patent application were specifically and individually indicated to be incorporated by reference.
Claims (23)
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
US15/512,463 US20170296595A1 (en) | 2014-09-18 | 2015-09-18 | Mammalian Lung Spheroids and Lung Spheroid Cells and Uses Thereof |
Applications Claiming Priority (3)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
US201462052220P | 2014-09-18 | 2014-09-18 | |
US15/512,463 US20170296595A1 (en) | 2014-09-18 | 2015-09-18 | Mammalian Lung Spheroids and Lung Spheroid Cells and Uses Thereof |
PCT/US2015/050835 WO2016044681A1 (en) | 2014-09-18 | 2015-09-18 | Mammalian lung spheroids and lung spheroid cells and uses thereof |
Related Parent Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
PCT/US2015/050835 A-371-Of-International WO2016044681A1 (en) | 2014-09-18 | 2015-09-18 | Mammalian lung spheroids and lung spheroid cells and uses thereof |
Related Child Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
US17/071,303 Continuation US11998570B2 (en) | 2014-09-18 | 2020-10-15 | Mammalian lung spheroids and lung spheroid cells and uses thereof |
Publications (1)
Publication Number | Publication Date |
---|---|
US20170296595A1 true US20170296595A1 (en) | 2017-10-19 |
Family
ID=55533884
Family Applications (3)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
US15/512,463 Abandoned US20170296595A1 (en) | 2014-09-18 | 2015-09-18 | Mammalian Lung Spheroids and Lung Spheroid Cells and Uses Thereof |
US17/071,303 Active 2036-10-25 US11998570B2 (en) | 2014-09-18 | 2020-10-15 | Mammalian lung spheroids and lung spheroid cells and uses thereof |
US18/647,995 Pending US20240350554A1 (en) | 2014-09-18 | 2024-04-26 | Mammalian Lung Spheroids and Lung Spheroid Cells and Uses Thereof |
Family Applications After (2)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
US17/071,303 Active 2036-10-25 US11998570B2 (en) | 2014-09-18 | 2020-10-15 | Mammalian lung spheroids and lung spheroid cells and uses thereof |
US18/647,995 Pending US20240350554A1 (en) | 2014-09-18 | 2024-04-26 | Mammalian Lung Spheroids and Lung Spheroid Cells and Uses Thereof |
Country Status (4)
Country | Link |
---|---|
US (3) | US20170296595A1 (en) |
EP (1) | EP3194571A4 (en) |
CN (1) | CN107075470A (en) |
WO (1) | WO2016044681A1 (en) |
Cited By (1)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
WO2020006349A1 (en) * | 2018-06-29 | 2020-01-02 | North Carolina State University | Therapeutic lung repair by inhalation of lung spheroid cell-secreted factors |
Families Citing this family (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
GB2572005A (en) | 2018-03-16 | 2019-09-18 | Univ Court Univ Of Edinburgh | Macrophage-based therapy |
US12141963B2 (en) | 2018-10-04 | 2024-11-12 | The Rockefeller University | Systems and methods for identifying bioactive agents utilizing unbiased machine learning |
TWI724528B (en) * | 2019-09-04 | 2021-04-11 | 三顧股份有限公司 | Three-dimensional cell spheroid with high proliferation activity, and the producing method and use therefor |
US20230218746A1 (en) * | 2020-06-16 | 2023-07-13 | North Carolina State University | Compositions and methods relating to antiviral therapeutics |
Family Cites Families (25)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US5674722A (en) | 1987-12-11 | 1997-10-07 | Somatix Therapy Corporation | Genetic modification of endothelial cells |
US5437994A (en) | 1989-06-15 | 1995-08-01 | Regents Of The University Of Michigan | Method for the ex vivo replication of stem cells, for the optimization of hematopoietic progenitor cell cultures, and for increasing the metabolism, GM-CSF secretion and/or IL-6 secretion of human stromal cells |
US5665350A (en) | 1994-11-23 | 1997-09-09 | University Of Massachusetts Medical Center | Cell cycle dependent transplantation and ex vivo gene therapy |
AU5806098A (en) | 1997-01-03 | 1998-07-31 | Robin G. Smith | Methods and devices for ex vivo irradiation of autologous coronary bypass conduit |
DE19756864C5 (en) | 1997-12-19 | 2014-07-10 | Oliver Brüstle | Neural precursor cells, methods for their production and their use for the therapy of neural defects |
IN191359B (en) | 1999-04-20 | 2003-11-29 | Nat Inst Immunology | |
EP1589980A4 (en) * | 2002-12-09 | 2007-04-04 | Childrens Hosp Medical Center | DIAGNOSTIC AND TREATMENT METHODS FOR INTERSTITIAL PULMONARY DISEASES |
US7413734B2 (en) | 2003-06-27 | 2008-08-19 | Ethicon, Incorporated | Treatment of retinitis pigmentosa with human umbilical cord cells |
US7682828B2 (en) | 2003-11-26 | 2010-03-23 | Whitehead Institute For Biomedical Research | Methods for reprogramming somatic cells |
EP1799812A4 (en) | 2004-09-16 | 2009-09-09 | Gamida Cell Ltd | Methods of ex vivo progenitor and stem cell expansion by co-culture with mesenchymal cells |
CA2585980C (en) | 2004-11-08 | 2017-09-26 | The Johns Hopkins University | Cardiac stem cells |
US8563309B2 (en) * | 2006-06-27 | 2013-10-22 | Shiseido Company, Ltd. | Primitive organ-like structure comprising keratinocytes and hair papilla cells |
SG193652A1 (en) | 2007-03-23 | 2013-10-30 | Wisconsin Alumni Res Found | Somatic cell reprogramming |
JP2008307007A (en) | 2007-06-15 | 2008-12-25 | Bayer Schering Pharma Ag | Human pluripotent stem cell induced from human tissue-originated undifferentiated stem cell after birth |
DK2173863T3 (en) | 2007-06-29 | 2019-01-21 | Fujifilm Cellular Dynamics Inc | Automated method and apparatus for embryonic stem cell culture |
US9683232B2 (en) | 2007-12-10 | 2017-06-20 | Kyoto University | Efficient method for nuclear reprogramming |
US9814230B2 (en) | 2008-01-31 | 2017-11-14 | Transmedics, Inc. | Systems and methods for ex vivo lung care |
US8790638B2 (en) | 2009-02-04 | 2014-07-29 | Stemedica Cell Technologies, Inc. | Compositions of stem cells and stem cell factors and methods for their use and manufacture |
RU2635317C2 (en) * | 2009-10-19 | 2017-11-10 | Тристем Трейдинг (Сайпрес) Лимитед | Treatment with application of pre-programmed mature and differentiated cells |
US9534204B2 (en) * | 2010-10-05 | 2017-01-03 | Aal Scientifics, Inc. | Human lung stem cells and uses thereof |
WO2012054792A2 (en) | 2010-10-22 | 2012-04-26 | Virginia Commonwealth University | Composition and method for immunological treatment of cancer, prevention of cancer recurrence and metastasis, and overcoming immune suppressor cells |
GB201105226D0 (en) * | 2011-03-29 | 2011-05-11 | Univ Leiden | Methods |
US20130058905A1 (en) | 2011-08-23 | 2013-03-07 | Igor Slukvin | Angiohematopoietic Progenitor Cells |
JPWO2014057997A1 (en) | 2012-10-09 | 2016-09-05 | 仲信 林 | Initializing peptide and use thereof |
US9176115B2 (en) * | 2012-10-26 | 2015-11-03 | The University Of Akron | Engineering individually addressable cellular spheroids using aqueous two-phase systems |
-
2015
- 2015-09-18 US US15/512,463 patent/US20170296595A1/en not_active Abandoned
- 2015-09-18 WO PCT/US2015/050835 patent/WO2016044681A1/en active Application Filing
- 2015-09-18 EP EP15842095.0A patent/EP3194571A4/en active Pending
- 2015-09-18 CN CN201580050155.9A patent/CN107075470A/en active Pending
-
2020
- 2020-10-15 US US17/071,303 patent/US11998570B2/en active Active
-
2024
- 2024-04-26 US US18/647,995 patent/US20240350554A1/en active Pending
Non-Patent Citations (3)
Title |
---|
Ekert et al. THREE-DIMENSIONAL LUNG TUMOR MICROENVIRONMENT MODULATES THERAPEUTIC COMPOUND RESPONSIVENESS IN VITRO-IMPLICATION FOR DRUG DEVELOPMENT; PLOS One, Vol. 9, No. 3, pp. 1-14. (Year: 2014) * |
Endo et al. SPHEROID CULTURE OF PRIMARY LUNG CANCER CELLS WITH NEUREGULIN 1/HER3 PATHWAY ACTIVATION; Journal of Thoracic Oncology, Vol. 8, No. 2, pp.131-139. (Year: 2013) * |
Vinci et al. ADVANCES IN ESTABLISHMENT AND ANALYSIS OF THREE-DIMENSIONAL TUMOR SPHEROID-BASED FUNCTIONAL ASSAYS FOR TARGET VALIDATION; BMC Biology, Vol. 10, No. 29, pp. 1-20. (Year: 2012) * |
Cited By (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
WO2020006349A1 (en) * | 2018-06-29 | 2020-01-02 | North Carolina State University | Therapeutic lung repair by inhalation of lung spheroid cell-secreted factors |
CN112423768A (en) * | 2018-06-29 | 2021-02-26 | 北卡罗来纳州立大学 | Therapeutic lung repair by inhalation of lung spheroid cell secreted factors |
EP4344739A3 (en) * | 2018-06-29 | 2024-05-29 | North Carolina State University | Therapeutic lung repair by inhalation of lung spheroid cell-secreted factors |
Also Published As
Publication number | Publication date |
---|---|
EP3194571A1 (en) | 2017-07-26 |
WO2016044681A1 (en) | 2016-03-24 |
US20210100849A1 (en) | 2021-04-08 |
EP3194571A4 (en) | 2018-04-18 |
US20240350554A1 (en) | 2024-10-24 |
CN107075470A (en) | 2017-08-18 |
US11998570B2 (en) | 2024-06-04 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
US11998570B2 (en) | Mammalian lung spheroids and lung spheroid cells and uses thereof | |
Bargehr et al. | Epicardial cells derived from human embryonic stem cells augment cardiomyocyte-driven heart regeneration | |
Henry et al. | Adult lung spheroid cells contain progenitor cells and mediate regeneration in rodents with bleomycin-induced pulmonary fibrosis | |
Yan et al. | Conversion of human umbilical cord mesenchymal stem cells in Wharton’s jelly to dopamine neurons mediated by the Lmx1a and neurturin in vitro: potential therapeutic application for Parkinson’s disease in a rhesus monkey model | |
Mukai et al. | Intravenous injection of umbilical cord-derived mesenchymal stromal cells attenuates reactive gliosis and hypomyelination in a neonatal intraventricular hemorrhage model | |
CN104582711B (en) | pluripotent stem cells for inducing repair and regeneration of myocardial infarction | |
Hegab et al. | Isolation and characterization of murine multipotent lung stem cells | |
Urbanek et al. | Intratracheal administration of mesenchymal stem cells modulates tachykinin system, suppresses airway remodeling and reduces airway hyperresponsiveness in an animal model | |
Li et al. | Transplantation of placenta-derived mesenchymal stem cell-induced neural stem cells to treat spinal cord injury | |
JP7154210B2 (en) | In vitro production of muscle stem cells | |
KR20130106381A (en) | Bone marrow derived cd271 precursor cells for cardiac repair | |
Cho et al. | Regeneration of infarcted mouse hearts by cardiovascular tissue formed via the direct reprogramming of mouse fibroblasts | |
Gunawardena et al. | Dental derived stem cell conditioned media for hair growth stimulation | |
Chi et al. | Adipose-derived stem cells from both visceral and subcutaneous fat deposits significantly improve contractile function of infarcted rat hearts | |
CN105814196A (en) | Method of obtaining terminally differentiated neuronal lineages and uses thereof | |
CN112891374B (en) | Ways to treat the effects of a stroke | |
Nakano et al. | Differentiation of canine bone marrow stromal cells into voltage-and glutamate-responsive neuron-like cells by basic fibroblast growth factor | |
Sima et al. | MSC-based therapy in female pelvic floor disorders | |
Bai et al. | Evidence for the existence of CD34+ angiogenic stem cells in human first‐trimester decidua and their therapeutic for ischaemic heart disease | |
Yannarelli et al. | Donor mesenchymal stromal cells (MSCs) undergo variable cardiac reprogramming in vivo and predominantly co-express cardiac and stromal determinants after experimental acute myocardial infarction | |
JPWO2008150001A1 (en) | adipocluster | |
KR20120041212A (en) | Cardiac tissue-derived cells | |
CN109152799A (en) | Pancreatic stem cells and uses thereof | |
US20110052545A1 (en) | Regeneration system, its production and use | |
EP2959909B1 (en) | Composition for treating inflammatory brain diseases which includes stem cell as active ingredient |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
AS | Assignment |
Owner name: NORTH CAROLINA STATE UNIVERSITY, NORTH CAROLINA Free format text: ASSIGNMENT OF ASSIGNORS INTEREST;ASSIGNORS:CHENG, KE;HENRY, ERIC T.;CORES, JHON;REEL/FRAME:041749/0987 Effective date: 20150930 |
|
STPP | Information on status: patent application and granting procedure in general |
Free format text: NON FINAL ACTION MAILED |
|
STPP | Information on status: patent application and granting procedure in general |
Free format text: RESPONSE TO NON-FINAL OFFICE ACTION ENTERED AND FORWARDED TO EXAMINER |
|
STPP | Information on status: patent application and granting procedure in general |
Free format text: NON FINAL ACTION MAILED |
|
STPP | Information on status: patent application and granting procedure in general |
Free format text: RESPONSE TO NON-FINAL OFFICE ACTION ENTERED AND FORWARDED TO EXAMINER |
|
STPP | Information on status: patent application and granting procedure in general |
Free format text: FINAL REJECTION MAILED |
|
STPP | Information on status: patent application and granting procedure in general |
Free format text: DOCKETED NEW CASE - READY FOR EXAMINATION |
|
STPP | Information on status: patent application and granting procedure in general |
Free format text: FINAL REJECTION MAILED |
|
STCB | Information on status: application discontinuation |
Free format text: ABANDONED -- FAILURE TO RESPOND TO AN OFFICE ACTION |