ES2987582T3 - Biomarcadores relacionados con la progresión de la resistencia a la Insulina y métodos que lo utilizan - Google Patents
Biomarcadores relacionados con la progresión de la resistencia a la Insulina y métodos que lo utilizan Download PDFInfo
- Publication number
- ES2987582T3 ES2987582T3 ES17209399T ES17209399T ES2987582T3 ES 2987582 T3 ES2987582 T3 ES 2987582T3 ES 17209399 T ES17209399 T ES 17209399T ES 17209399 T ES17209399 T ES 17209399T ES 2987582 T3 ES2987582 T3 ES 2987582T3
- Authority
- ES
- Spain
- Prior art keywords
- biomarkers
- diabetes
- subject
- level
- disease
- 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.)
- Active
Links
- 239000000090 biomarker Substances 0.000 title claims abstract description 360
- 208000001072 type 2 diabetes mellitus Diseases 0.000 title claims abstract description 313
- 238000000034 method Methods 0.000 title claims abstract description 113
- 206010022489 Insulin Resistance Diseases 0.000 title abstract description 165
- 208000037265 diseases, disorders, signs and symptoms Diseases 0.000 claims abstract description 255
- 238000012544 monitoring process Methods 0.000 claims abstract description 15
- 201000010099 disease Diseases 0.000 claims description 138
- WWNNZCOKKKDOPX-UHFFFAOYSA-N N-methylnicotinate Chemical compound C[N+]1=CC=CC(C([O-])=O)=C1 WWNNZCOKKKDOPX-UHFFFAOYSA-N 0.000 claims description 55
- DHMQDGOQFOQNFH-UHFFFAOYSA-N Glycine Chemical compound NCC(O)=O DHMQDGOQFOQNFH-UHFFFAOYSA-N 0.000 claims description 53
- CZWCKYRVOZZJNM-USOAJAOKSA-N dehydroepiandrosterone sulfate Chemical compound C1[C@@H](OS(O)(=O)=O)CC[C@]2(C)[C@H]3CC[C@](C)(C(CC4)=O)[C@@H]4[C@@H]3CC=C21 CZWCKYRVOZZJNM-USOAJAOKSA-N 0.000 claims description 52
- XMIIGOLPHOKFCH-UHFFFAOYSA-N beta-phenylpropanoic acid Natural products OC(=O)CCC1=CC=CC=C1 XMIIGOLPHOKFCH-UHFFFAOYSA-N 0.000 claims description 42
- LRFVTYWOQMYALW-UHFFFAOYSA-N 9H-xanthine Chemical compound O=C1NC(=O)NC2=C1NC=N2 LRFVTYWOQMYALW-UHFFFAOYSA-N 0.000 claims description 38
- YGPSJZOEDVAXAB-UHFFFAOYSA-N kynurenine Chemical compound OC(=O)C(N)CC(=O)C1=CC=CC=C1N YGPSJZOEDVAXAB-UHFFFAOYSA-N 0.000 claims description 38
- ONJSZLXSECQROL-UHFFFAOYSA-N salicyluric acid Chemical compound OC(=O)CNC(=O)C1=CC=CC=C1O ONJSZLXSECQROL-UHFFFAOYSA-N 0.000 claims description 38
- -1 oleoylcamitine Chemical compound 0.000 claims description 37
- SATGKQGFUDXGAX-MYWFJNCASA-N 7alpha-hydroxy-3-oxo-4-cholestenoic acid Chemical compound C([C@H]1O)C2=CC(=O)CC[C@]2(C)[C@@H]2[C@@H]1[C@@H]1CC[C@H]([C@@H](CCCC(C)C(O)=O)C)[C@@]1(C)CC2 SATGKQGFUDXGAX-MYWFJNCASA-N 0.000 claims description 36
- YAADMLWHGMUGQL-VOTSOKGWSA-N N-cinnamoylglycine Chemical compound OC(=O)CNC(=O)\C=C\C1=CC=CC=C1 YAADMLWHGMUGQL-VOTSOKGWSA-N 0.000 claims description 33
- LEHOTFFKMJEONL-UHFFFAOYSA-N Uric Acid Chemical compound N1C(=O)NC(=O)C2=C1NC(=O)N2 LEHOTFFKMJEONL-UHFFFAOYSA-N 0.000 claims description 31
- 239000004471 Glycine Substances 0.000 claims description 26
- OUYCCCASQSFEME-QMMMGPOBSA-N L-tyrosine Chemical compound OC(=O)[C@@H](N)CC1=CC=C(O)C=C1 OUYCCCASQSFEME-QMMMGPOBSA-N 0.000 claims description 26
- 229940009976 deoxycholate Drugs 0.000 claims description 26
- KXGVEGMKQFWNSR-LLQZFEROSA-N deoxycholic acid Chemical compound C([C@H]1CC2)[C@H](O)CC[C@]1(C)[C@@H]1[C@@H]2[C@@H]2CC[C@H]([C@@H](CCC(O)=O)C)[C@@]2(C)[C@@H](O)C1 KXGVEGMKQFWNSR-LLQZFEROSA-N 0.000 claims description 26
- 229950009829 prasterone sulfate Drugs 0.000 claims description 26
- OUYCCCASQSFEME-UHFFFAOYSA-N tyrosine Natural products OC(=O)C(N)CC1=CC=C(O)C=C1 OUYCCCASQSFEME-UHFFFAOYSA-N 0.000 claims description 26
- NGEWQZIDQIYUNV-UHFFFAOYSA-N 2-hydroxy-3-methylbutyric acid Chemical compound CC(C)C(O)C(O)=O NGEWQZIDQIYUNV-UHFFFAOYSA-N 0.000 claims description 25
- ZDXPYRJPNDTMRX-UHFFFAOYSA-N glutamine Natural products OC(=O)C(N)CCC(N)=O ZDXPYRJPNDTMRX-UHFFFAOYSA-N 0.000 claims description 24
- MZPWKJZDOCIALD-UHFFFAOYSA-N pyrocatechol sulfate Chemical compound OC1=CC=CC=C1OS(O)(=O)=O MZPWKJZDOCIALD-UHFFFAOYSA-N 0.000 claims description 24
- ZDXPYRJPNDTMRX-VKHMYHEASA-N L-glutamine Chemical compound OC(=O)[C@@H](N)CCC(N)=O ZDXPYRJPNDTMRX-VKHMYHEASA-N 0.000 claims description 23
- JHFAETDERBWUOO-MFXFBURESA-N 5alpha-androstane-3beta,17alpha-diol disulfate Chemical compound C1[C@@H](OS(O)(=O)=O)CC[C@]2(C)[C@H]3CC[C@](C)([C@@H](CC4)OS(O)(=O)=O)[C@@H]4[C@@H]3CC[C@H]21 JHFAETDERBWUOO-MFXFBURESA-N 0.000 claims description 22
- JVGVDSSUAVXRDY-UHFFFAOYSA-M 3-(4-hydroxyphenyl)lactate Chemical compound [O-]C(=O)C(O)CC1=CC=C(O)C=C1 JVGVDSSUAVXRDY-UHFFFAOYSA-M 0.000 claims description 21
- XMIIGOLPHOKFCH-UHFFFAOYSA-M 3-phenylpropionate Chemical compound [O-]C(=O)CCC1=CC=CC=C1 XMIIGOLPHOKFCH-UHFFFAOYSA-M 0.000 claims description 21
- ODHCTXKNWHHXJC-VKHMYHEASA-N 5-oxo-L-proline Chemical compound OC(=O)[C@@H]1CCC(=O)N1 ODHCTXKNWHHXJC-VKHMYHEASA-N 0.000 claims description 21
- WQZGKKKJIJFFOK-QTVWNMPRSA-N D-mannopyranose Chemical compound OC[C@H]1OC(O)[C@@H](O)[C@@H](O)[C@@H]1O WQZGKKKJIJFFOK-QTVWNMPRSA-N 0.000 claims description 21
- JXRLHZCEMXTCBN-DIBGMJQNSA-N [Hyp(3)]-bradykinin Chemical compound NC(N)=NCCC[C@H](N)C(=O)N1CCC[C@H]1C(=O)N1[C@H](C(=O)NCC(=O)N[C@@H](CC=2C=CC=CC=2)C(=O)N[C@@H](CO)C(=O)N2[C@@H](CCC2)C(=O)N[C@@H](CC=2C=CC=CC=2)C(=O)N[C@@H](CCCN=C(N)N)C(O)=O)C[C@@H](O)C1 JXRLHZCEMXTCBN-DIBGMJQNSA-N 0.000 claims description 21
- ODHCTXKNWHHXJC-UHFFFAOYSA-N acide pyroglutamique Natural products OC(=O)C1CCC(=O)N1 ODHCTXKNWHHXJC-UHFFFAOYSA-N 0.000 claims description 21
- 150000003278 haem Chemical class 0.000 claims description 21
- BXFFHSIDQOFMLE-UHFFFAOYSA-N indoxyl sulfate Chemical compound C1=CC=C2C(OS(=O)(=O)O)=CNC2=C1 BXFFHSIDQOFMLE-UHFFFAOYSA-N 0.000 claims description 21
- XGILAAMKEQUXLS-UHFFFAOYSA-N 3-(indol-3-yl)lactic acid Chemical compound C1=CC=C2C(CC(O)C(O)=O)=CNC2=C1 XGILAAMKEQUXLS-UHFFFAOYSA-N 0.000 claims description 20
- VFNGKCDDZUSWLR-UHFFFAOYSA-L disulfate(2-) Chemical compound [O-]S(=O)(=O)OS([O-])(=O)=O VFNGKCDDZUSWLR-UHFFFAOYSA-L 0.000 claims description 20
- BYXCFUMGEBZDDI-UHFFFAOYSA-N 1,3,7-trimethyluric acid Chemical compound CN1C(=O)N(C)C(=O)C2=C1NC(=O)N2C BYXCFUMGEBZDDI-UHFFFAOYSA-N 0.000 claims description 19
- OTSBKHHWSQYEHK-UHFFFAOYSA-N 1,3-dimethyluric acid Chemical compound O=C1N(C)C(=O)N(C)C2=C1NC(=O)N2 OTSBKHHWSQYEHK-UHFFFAOYSA-N 0.000 claims description 19
- NOFNCLGCUJJPKU-UHFFFAOYSA-N 1,7-dimethyluric acid Chemical compound N1C(=O)N(C)C(=O)C2=C1NC(=O)N2C NOFNCLGCUJJPKU-UHFFFAOYSA-N 0.000 claims description 19
- QFDRTQONISXGJA-UHFFFAOYSA-N 1-methyluric acid Chemical compound O=C1N(C)C(=O)NC2=C1NC(=O)N2 QFDRTQONISXGJA-UHFFFAOYSA-N 0.000 claims description 19
- RDHQFKQIGNGIED-MRVPVSSYSA-N O-acetyl-L-carnitine Chemical compound CC(=O)O[C@H](CC([O-])=O)C[N+](C)(C)C RDHQFKQIGNGIED-MRVPVSSYSA-N 0.000 claims description 19
- UFAHZIUFPNSHSL-UHFFFAOYSA-N O-propanoylcarnitine Chemical compound CCC(=O)OC(CC([O-])=O)C[N+](C)(C)C UFAHZIUFPNSHSL-UHFFFAOYSA-N 0.000 claims description 19
- 229960001009 acetylcarnitine Drugs 0.000 claims description 19
- CDAISMWEOUEBRE-GPIVLXJGSA-N inositol Chemical compound O[C@H]1[C@H](O)[C@@H](O)[C@H](O)[C@H](O)[C@@H]1O CDAISMWEOUEBRE-GPIVLXJGSA-N 0.000 claims description 19
- 229960000367 inositol Drugs 0.000 claims description 19
- CDAISMWEOUEBRE-UHFFFAOYSA-N scyllo-inosotol Natural products OC1C(O)C(O)C(O)C(O)C1O CDAISMWEOUEBRE-UHFFFAOYSA-N 0.000 claims description 19
- 229940075420 xanthine Drugs 0.000 claims description 19
- MXXWOMGUGJBKIW-YPCIICBESA-N piperine Chemical compound C=1C=C2OCOC2=CC=1/C=C/C=C/C(=O)N1CCCCC1 MXXWOMGUGJBKIW-YPCIICBESA-N 0.000 claims description 18
- 229940075559 piperine Drugs 0.000 claims description 18
- WVWHRXVVAYXKDE-UHFFFAOYSA-N piperine Natural products O=C(C=CC=Cc1ccc2OCOc2c1)C3CCCCN3 WVWHRXVVAYXKDE-UHFFFAOYSA-N 0.000 claims description 18
- 235000019100 piperine Nutrition 0.000 claims description 18
- WHBMMWSBFZVSSR-UHFFFAOYSA-M 3-hydroxybutyrate Chemical compound CC(O)CC([O-])=O WHBMMWSBFZVSSR-UHFFFAOYSA-M 0.000 claims description 17
- YTBSYETUWUMLBZ-UHFFFAOYSA-N D-Erythrose Natural products OCC(O)C(O)C=O YTBSYETUWUMLBZ-UHFFFAOYSA-N 0.000 claims description 17
- YTBSYETUWUMLBZ-IUYQGCFVSA-N D-erythrose Chemical compound OC[C@@H](O)[C@@H](O)C=O YTBSYETUWUMLBZ-IUYQGCFVSA-N 0.000 claims description 17
- 206010056474 Erythrosis Diseases 0.000 claims description 17
- WHBMMWSBFZVSSR-UHFFFAOYSA-N R3HBA Natural products CC(O)CC(O)=O WHBMMWSBFZVSSR-UHFFFAOYSA-N 0.000 claims description 17
- AWUCVROLDVIAJX-GSVOUGTGSA-N sn-glycerol 3-phosphate Chemical compound OC[C@@H](O)COP(O)(O)=O AWUCVROLDVIAJX-GSVOUGTGSA-N 0.000 claims description 17
- AGPKZVBTJJNPAG-WHFBIAKZSA-N L-isoleucine Chemical compound CC[C@H](C)[C@H](N)C(O)=O AGPKZVBTJJNPAG-WHFBIAKZSA-N 0.000 claims description 16
- AGPKZVBTJJNPAG-UHFFFAOYSA-N isoleucine Natural products CCC(C)C(N)C(O)=O AGPKZVBTJJNPAG-UHFFFAOYSA-N 0.000 claims description 16
- 229960000310 isoleucine Drugs 0.000 claims description 16
- 238000007619 statistical method Methods 0.000 claims description 14
- YWYQTGBBEZQBGO-ZVPCKFNKSA-N (3s,5s,8r,9s,10s,13s,14s,17s)-17-[(1s)-1-hydroxyethyl]-10,13-dimethyl-2,3,4,5,6,7,8,9,11,12,14,15,16,17-tetradecahydro-1h-cyclopenta[a]phenanthren-3-ol Chemical compound C([C@@H]1CC2)[C@@H](O)CC[C@]1(C)[C@@H]1[C@@H]2[C@@H]2CC[C@H]([C@@H](O)C)[C@@]2(C)CC1 YWYQTGBBEZQBGO-ZVPCKFNKSA-N 0.000 claims description 12
- XDAOHSVZXQBFMP-UHFFFAOYSA-N 3-hydroxy-2-oxopentanoic acid Chemical compound CCC(O)C(=O)C(O)=O XDAOHSVZXQBFMP-UHFFFAOYSA-N 0.000 claims description 12
- ALRHLSYJTWAHJZ-UHFFFAOYSA-M 3-hydroxypropionate Chemical compound OCCC([O-])=O ALRHLSYJTWAHJZ-UHFFFAOYSA-M 0.000 claims description 12
- HHDDCCUIIUWNGJ-UHFFFAOYSA-N 3-hydroxypyruvic acid Chemical compound OCC(=O)C(O)=O HHDDCCUIIUWNGJ-UHFFFAOYSA-N 0.000 claims description 12
- QIAFMBKCNZACKA-UHFFFAOYSA-N N-benzoylglycine Chemical compound OC(=O)CNC(=O)C1=CC=CC=C1 QIAFMBKCNZACKA-UHFFFAOYSA-N 0.000 claims description 12
- YWYQTGBBEZQBGO-UHFFFAOYSA-N UC1011 Natural products C1CC2CC(O)CCC2(C)C2C1C1CCC(C(O)C)C1(C)CC2 YWYQTGBBEZQBGO-UHFFFAOYSA-N 0.000 claims description 12
- KEMQGTRYUADPNZ-UHFFFAOYSA-M margarate Chemical compound CCCCCCCCCCCCCCCCC([O-])=O KEMQGTRYUADPNZ-UHFFFAOYSA-M 0.000 claims description 12
- ZHNFLHYOFXQIOW-LPYZJUEESA-N quinine sulfate dihydrate Chemical compound [H+].[H+].O.O.[O-]S([O-])(=O)=O.C([C@H]([C@H](C1)C=C)C2)C[N@@]1[C@@H]2[C@H](O)C1=CC=NC2=CC=C(OC)C=C21.C([C@H]([C@H](C1)C=C)C2)C[N@@]1[C@@H]2[C@H](O)C1=CC=NC2=CC=C(OC)C=C21 ZHNFLHYOFXQIOW-LPYZJUEESA-N 0.000 claims description 12
- RWKUXQNLWDTSLO-GWQJGLRPSA-N N-hexadecanoylsphingosine-1-phosphocholine Chemical compound CCCCCCCCCCCCCCCC(=O)N[C@@H](COP([O-])(=O)OCC[N+](C)(C)C)[C@H](O)\C=C\CCCCCCCCCCCCC RWKUXQNLWDTSLO-GWQJGLRPSA-N 0.000 claims description 11
- VVPRQWTYSNDTEA-LLVKDONJSA-N O-hexanoyl-L-carnitine Chemical compound CCCCCC(=O)O[C@H](CC([O-])=O)C[N+](C)(C)C VVPRQWTYSNDTEA-LLVKDONJSA-N 0.000 claims description 11
- 230000003247 decreasing effect Effects 0.000 claims description 10
- KZSNJWFQEVHDMF-BYPYZUCNSA-N L-valine Chemical compound CC(C)[C@H](N)C(O)=O KZSNJWFQEVHDMF-BYPYZUCNSA-N 0.000 claims description 7
- KZSNJWFQEVHDMF-UHFFFAOYSA-N Valine Natural products CC(C)C(N)C(O)=O KZSNJWFQEVHDMF-UHFFFAOYSA-N 0.000 claims description 7
- 230000002250 progressing effect Effects 0.000 claims description 7
- 239000004474 valine Substances 0.000 claims description 7
- 238000007681 bariatric surgery Methods 0.000 claims description 3
- 238000007477 logistic regression Methods 0.000 claims description 3
- 235000001434 dietary modification Nutrition 0.000 claims description 2
- 238000012986 modification Methods 0.000 claims description 2
- 230000004048 modification Effects 0.000 claims description 2
- 229960002743 glutamine Drugs 0.000 claims 2
- 229960002449 glycine Drugs 0.000 claims 2
- 229960004441 tyrosine Drugs 0.000 claims 2
- 239000008194 pharmaceutical composition Substances 0.000 claims 1
- 208000024172 Cardiovascular disease Diseases 0.000 abstract description 90
- 150000003384 small molecules Chemical class 0.000 abstract description 12
- NOESYZHRGYRDHS-UHFFFAOYSA-N insulin Chemical compound N1C(=O)C(NC(=O)C(CCC(N)=O)NC(=O)C(CCC(O)=O)NC(=O)C(C(C)C)NC(=O)C(NC(=O)CN)C(C)CC)CSSCC(C(NC(CO)C(=O)NC(CC(C)C)C(=O)NC(CC=2C=CC(O)=CC=2)C(=O)NC(CCC(N)=O)C(=O)NC(CC(C)C)C(=O)NC(CCC(O)=O)C(=O)NC(CC(N)=O)C(=O)NC(CC=2C=CC(O)=CC=2)C(=O)NC(CSSCC(NC(=O)C(C(C)C)NC(=O)C(CC(C)C)NC(=O)C(CC=2C=CC(O)=CC=2)NC(=O)C(CC(C)C)NC(=O)C(C)NC(=O)C(CCC(O)=O)NC(=O)C(C(C)C)NC(=O)C(CC(C)C)NC(=O)C(CC=2NC=NC=2)NC(=O)C(CO)NC(=O)CNC2=O)C(=O)NCC(=O)NC(CCC(O)=O)C(=O)NC(CCCNC(N)=N)C(=O)NCC(=O)NC(CC=3C=CC=CC=3)C(=O)NC(CC=3C=CC=CC=3)C(=O)NC(CC=3C=CC(O)=CC=3)C(=O)NC(C(C)O)C(=O)N3C(CCC3)C(=O)NC(CCCCN)C(=O)NC(C)C(O)=O)C(=O)NC(CC(N)=O)C(O)=O)=O)NC(=O)C(C(C)CC)NC(=O)C(CO)NC(=O)C(C(C)O)NC(=O)C1CSSCC2NC(=O)C(CC(C)C)NC(=O)C(NC(=O)C(CCC(N)=O)NC(=O)C(CC(N)=O)NC(=O)C(NC(=O)C(N)CC=1C=CC=CC=1)C(C)C)CC1=CN=CN1 NOESYZHRGYRDHS-UHFFFAOYSA-N 0.000 description 158
- 208000035475 disorder Diseases 0.000 description 115
- 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 80
- 239000008103 glucose Substances 0.000 description 80
- 239000000523 sample Substances 0.000 description 80
- 102000004877 Insulin Human genes 0.000 description 78
- 108090001061 Insulin Proteins 0.000 description 78
- 229940125396 insulin Drugs 0.000 description 78
- 206010012601 diabetes mellitus Diseases 0.000 description 52
- 201000009104 prediabetes syndrome Diseases 0.000 description 44
- 206010018429 Glucose tolerance impaired Diseases 0.000 description 43
- 210000002381 plasma Anatomy 0.000 description 35
- 239000012472 biological sample Substances 0.000 description 34
- 238000005259 measurement Methods 0.000 description 34
- 150000001875 compounds Chemical class 0.000 description 32
- 208000010125 myocardial infarction Diseases 0.000 description 30
- 238000011161 development Methods 0.000 description 29
- 208000001280 Prediabetic State Diseases 0.000 description 27
- 210000004369 blood Anatomy 0.000 description 25
- 239000008280 blood Substances 0.000 description 25
- 239000000203 mixture Substances 0.000 description 23
- 208000006011 Stroke Diseases 0.000 description 22
- 238000004458 analytical method Methods 0.000 description 22
- 238000003556 assay Methods 0.000 description 20
- 230000001225 therapeutic effect Effects 0.000 description 19
- 208000002705 Glucose Intolerance Diseases 0.000 description 18
- IPOLTUVFXFHAHI-WHIOSMTNSA-N (R)-oleoylcarnitine Chemical compound CCCCCCCC\C=C/CCCCCCCC(=O)O[C@H](CC([O-])=O)C[N+](C)(C)C IPOLTUVFXFHAHI-WHIOSMTNSA-N 0.000 description 17
- 238000004422 calculation algorithm Methods 0.000 description 17
- YNOWULSFLVIUDH-UHFFFAOYSA-O 3-dehydrocarnitinium Chemical compound C[N+](C)(C)CC(=O)CC(O)=O YNOWULSFLVIUDH-UHFFFAOYSA-O 0.000 description 16
- 208000001145 Metabolic Syndrome Diseases 0.000 description 14
- 238000012360 testing method Methods 0.000 description 14
- 230000008859 change Effects 0.000 description 13
- 239000002207 metabolite Substances 0.000 description 13
- 230000004044 response Effects 0.000 description 13
- 210000004027 cell Anatomy 0.000 description 12
- 238000001356 surgical procedure Methods 0.000 description 12
- 201000000690 abdominal obesity-metabolic syndrome Diseases 0.000 description 11
- 230000007423 decrease Effects 0.000 description 11
- 238000007410 oral glucose tolerance test Methods 0.000 description 11
- HVYWMOMLDIMFJA-DPAQBDIFSA-N cholesterol Chemical compound C1C=C2C[C@@H](O)CC[C@]2(C)[C@@H]2[C@@H]1[C@@H]1CC[C@H]([C@H](C)CCCC(C)C)[C@@]1(C)CC2 HVYWMOMLDIMFJA-DPAQBDIFSA-N 0.000 description 10
- 238000003745 diagnosis Methods 0.000 description 10
- 206010056997 Impaired fasting glucose Diseases 0.000 description 8
- 210000000577 adipose tissue Anatomy 0.000 description 8
- 239000003814 drug Substances 0.000 description 8
- 238000007637 random forest analysis Methods 0.000 description 8
- 238000011282 treatment Methods 0.000 description 8
- 208000008589 Obesity Diseases 0.000 description 7
- 230000001771 impaired effect Effects 0.000 description 7
- 108090000623 proteins and genes Proteins 0.000 description 7
- 230000035945 sensitivity Effects 0.000 description 7
- AFENDNXGAFYKQO-VKHMYHEASA-N (S)-2-hydroxybutyric acid Chemical compound CC[C@H](O)C(O)=O AFENDNXGAFYKQO-VKHMYHEASA-N 0.000 description 6
- 108010076365 Adiponectin Proteins 0.000 description 6
- 102000011690 Adiponectin Human genes 0.000 description 6
- 210000000227 basophil cell of anterior lobe of hypophysis Anatomy 0.000 description 6
- CVSVTCORWBXHQV-UHFFFAOYSA-N creatine Chemical compound NC(=[NH2+])N(C)CC([O-])=O CVSVTCORWBXHQV-UHFFFAOYSA-N 0.000 description 6
- 230000004190 glucose uptake Effects 0.000 description 6
- KEMQGTRYUADPNZ-UHFFFAOYSA-N heptadecanoic acid Chemical compound CCCCCCCCCCCCCCCCC(O)=O KEMQGTRYUADPNZ-UHFFFAOYSA-N 0.000 description 6
- 238000001802 infusion Methods 0.000 description 6
- 230000002503 metabolic effect Effects 0.000 description 6
- 238000002705 metabolomic analysis Methods 0.000 description 6
- 235000020824 obesity Nutrition 0.000 description 6
- SECPZKHBENQXJG-FPLPWBNLSA-N palmitoleic acid Chemical compound CCCCCC\C=C/CCCCCCCC(O)=O SECPZKHBENQXJG-FPLPWBNLSA-N 0.000 description 6
- 208000024891 symptom Diseases 0.000 description 6
- 210000001519 tissue Anatomy 0.000 description 6
- QHKABHOOEWYVLI-UHFFFAOYSA-N 3-methyl-2-oxobutanoic acid Chemical compound CC(C)C(=O)C(O)=O QHKABHOOEWYVLI-UHFFFAOYSA-N 0.000 description 5
- 239000004475 Arginine Substances 0.000 description 5
- KWIUHFFTVRNATP-UHFFFAOYSA-N Betaine Natural products C[N+](C)(C)CC([O-])=O KWIUHFFTVRNATP-UHFFFAOYSA-N 0.000 description 5
- ODKSFYDXXFIFQN-BYPYZUCNSA-P L-argininium(2+) Chemical compound NC(=[NH2+])NCCC[C@H]([NH3+])C(O)=O ODKSFYDXXFIFQN-BYPYZUCNSA-P 0.000 description 5
- KWIUHFFTVRNATP-UHFFFAOYSA-O N,N,N-trimethylglycinium Chemical compound C[N+](C)(C)CC(O)=O KWIUHFFTVRNATP-UHFFFAOYSA-O 0.000 description 5
- 230000009471 action Effects 0.000 description 5
- ODKSFYDXXFIFQN-UHFFFAOYSA-N arginine Natural products OC(=O)C(N)CCCNC(N)=N ODKSFYDXXFIFQN-UHFFFAOYSA-N 0.000 description 5
- 229960003237 betaine Drugs 0.000 description 5
- 238000001514 detection method Methods 0.000 description 5
- 229940079593 drug Drugs 0.000 description 5
- 238000002290 gas chromatography-mass spectrometry Methods 0.000 description 5
- 230000001431 metabolomic effect Effects 0.000 description 5
- 238000004885 tandem mass spectrometry Methods 0.000 description 5
- IHCPDBBYTYJYIL-QVDQXJPCSA-N (R)-2-methylbutyrylcarnitine Chemical compound CCC(C)C(=O)O[C@H](CC([O-])=O)C[N+](C)(C)C IHCPDBBYTYJYIL-QVDQXJPCSA-N 0.000 description 4
- 238000002965 ELISA Methods 0.000 description 4
- LZOSYCMHQXPBFU-UHFFFAOYSA-N O-decanoylcarnitine Chemical compound CCCCCCCCCC(=O)OC(CC([O-])=O)C[N+](C)(C)C LZOSYCMHQXPBFU-UHFFFAOYSA-N 0.000 description 4
- 108010076181 Proinsulin Proteins 0.000 description 4
- 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 4
- 235000012000 cholesterol Nutrition 0.000 description 4
- 230000005750 disease progression Effects 0.000 description 4
- 238000011156 evaluation Methods 0.000 description 4
- 210000002216 heart Anatomy 0.000 description 4
- 230000003914 insulin secretion Effects 0.000 description 4
- 239000000543 intermediate Substances 0.000 description 4
- 238000004811 liquid chromatography Methods 0.000 description 4
- 210000000496 pancreas Anatomy 0.000 description 4
- 238000005192 partition Methods 0.000 description 4
- 230000000291 postprandial effect Effects 0.000 description 4
- 238000000611 regression analysis Methods 0.000 description 4
- 238000011160 research Methods 0.000 description 4
- UFTFJSFQGQCHQW-UHFFFAOYSA-N triformin Chemical compound O=COCC(OC=O)COC=O UFTFJSFQGQCHQW-UHFFFAOYSA-N 0.000 description 4
- GEHPRJRWZDWFBJ-FOCLMDBBSA-N (2E)-2-heptadecenoic acid Chemical compound CCCCCCCCCCCCCC\C=C\C(O)=O GEHPRJRWZDWFBJ-FOCLMDBBSA-N 0.000 description 3
- MTCFGRXMJLQNBG-REOHCLBHSA-N (2S)-2-Amino-3-hydroxypropansäure Chemical compound OC[C@H](N)C(O)=O MTCFGRXMJLQNBG-REOHCLBHSA-N 0.000 description 3
- FPRKGXIOSIUDSE-SYACGTDESA-N (2z,4z,6z,8z)-docosa-2,4,6,8-tetraenoic acid Chemical compound CCCCCCCCCCCCC\C=C/C=C\C=C/C=C\C(O)=O FPRKGXIOSIUDSE-SYACGTDESA-N 0.000 description 3
- OYHQOLUKZRVURQ-NTGFUMLPSA-N (9Z,12Z)-9,10,12,13-tetratritiooctadeca-9,12-dienoic acid Chemical compound C(CCCCCCC\C(=C(/C\C(=C(/CCCCC)\[3H])\[3H])\[3H])\[3H])(=O)O OYHQOLUKZRVURQ-NTGFUMLPSA-N 0.000 description 3
- WRIDQFICGBMAFQ-UHFFFAOYSA-N (E)-8-Octadecenoic acid Natural products CCCCCCCCCC=CCCCCCCC(O)=O WRIDQFICGBMAFQ-UHFFFAOYSA-N 0.000 description 3
- MPCAJMNYNOGXPB-SLPGGIOYSA-N 1,5-anhydro-D-glucitol Chemical compound OC[C@H]1OC[C@H](O)[C@@H](O)[C@@H]1O MPCAJMNYNOGXPB-SLPGGIOYSA-N 0.000 description 3
- TYEYBOSBBBHJIV-UHFFFAOYSA-N 2-oxobutanoic acid Chemical compound CCC(=O)C(O)=O TYEYBOSBBBHJIV-UHFFFAOYSA-N 0.000 description 3
- LQJBNNIYVWPHFW-UHFFFAOYSA-N 20:1omega9c fatty acid Natural products CCCCCCCCCCC=CCCCCCCCC(O)=O LQJBNNIYVWPHFW-UHFFFAOYSA-N 0.000 description 3
- VOUAQYXWVJDEQY-QENPJCQMSA-N 33017-11-7 Chemical compound OC(=O)CC[C@H](N)C(=O)N[C@@H](C)C(=O)N[C@@H](CCC(O)=O)C(=O)N[C@@H](CC(O)=O)C(=O)N[C@@H](CC(C)C)C(=O)N[C@@H](CCC(N)=O)C(=O)N[C@@H](C(C)C)C(=O)NCC(=O)N[C@@H](CCC(N)=O)C(=O)N[C@@H](C(C)C)C(=O)N[C@@H](CCC(O)=O)C(=O)N[C@@H](CC(C)C)C(=O)NCC(=O)NCC(=O)NCC(=O)N1CCC[C@H]1C(=O)NCC(=O)N[C@@H](C)C(=O)NCC(=O)N[C@@H](CO)C(=O)N[C@@H](CC(C)C)C(=O)N[C@@H](CCC(N)=O)C(=O)N1[C@H](C(=O)N[C@@H](CC(C)C)C(=O)N[C@@H](C)C(=O)N[C@@H](CC(C)C)C(=O)N[C@@H](CCC(O)=O)C(=O)NCC(=O)N[C@@H](CO)C(=O)N[C@@H](CC(C)C)C(=O)N[C@@H](CCC(N)=O)C(O)=O)CCC1 VOUAQYXWVJDEQY-QENPJCQMSA-N 0.000 description 3
- QSBYPNXLFMSGKH-UHFFFAOYSA-N 9-Heptadecensaeure Natural products CCCCCCCC=CCCCCCCCC(O)=O QSBYPNXLFMSGKH-UHFFFAOYSA-N 0.000 description 3
- 108010075254 C-Peptide Proteins 0.000 description 3
- 206010061818 Disease progression Diseases 0.000 description 3
- 235000021292 Docosatetraenoic acid Nutrition 0.000 description 3
- SITLTJHOQZFJGG-XPUUQOCRSA-N Glu-Val Chemical compound CC(C)[C@@H](C(O)=O)NC(=O)[C@@H](N)CCC(O)=O SITLTJHOQZFJGG-XPUUQOCRSA-N 0.000 description 3
- WHUUTDBJXJRKMK-UHFFFAOYSA-N Glutamic acid Natural products OC(=O)C(N)CCC(O)=O WHUUTDBJXJRKMK-UHFFFAOYSA-N 0.000 description 3
- 102000001554 Hemoglobins Human genes 0.000 description 3
- 108010054147 Hemoglobins Proteins 0.000 description 3
- 206010060378 Hyperinsulinaemia Diseases 0.000 description 3
- 229940122355 Insulin sensitizer Drugs 0.000 description 3
- XUJNEKJLAYXESH-REOHCLBHSA-N L-Cysteine Chemical compound SC[C@H](N)C(O)=O XUJNEKJLAYXESH-REOHCLBHSA-N 0.000 description 3
- WHUUTDBJXJRKMK-VKHMYHEASA-N L-glutamic acid Chemical compound OC(=O)[C@@H](N)CCC(O)=O WHUUTDBJXJRKMK-VKHMYHEASA-N 0.000 description 3
- AYFVYJQAPQTCCC-GBXIJSLDSA-N L-threonine Chemical compound C[C@@H](O)[C@H](N)C(O)=O AYFVYJQAPQTCCC-GBXIJSLDSA-N 0.000 description 3
- QIVBCDIJIAJPQS-VIFPVBQESA-N L-tryptophane Chemical compound C1=CC=C2C(C[C@H](N)C(O)=O)=CNC2=C1 QIVBCDIJIAJPQS-VIFPVBQESA-N 0.000 description 3
- CXTATJFJDMJMIY-UHFFFAOYSA-N O-octanoylcarnitine Chemical compound CCCCCCCC(=O)OC(CC([O-])=O)C[N+](C)(C)C CXTATJFJDMJMIY-UHFFFAOYSA-N 0.000 description 3
- ZQPPMHVWECSIRJ-UHFFFAOYSA-N Oleic acid Natural products CCCCCCCCC=CCCCCCCCC(O)=O ZQPPMHVWECSIRJ-UHFFFAOYSA-N 0.000 description 3
- 239000005642 Oleic acid Substances 0.000 description 3
- 235000021319 Palmitoleic acid Nutrition 0.000 description 3
- MTCFGRXMJLQNBG-UHFFFAOYSA-N Serine Natural products OCC(N)C(O)=O MTCFGRXMJLQNBG-UHFFFAOYSA-N 0.000 description 3
- AYFVYJQAPQTCCC-UHFFFAOYSA-N Threonine Natural products CC(O)C(N)C(O)=O AYFVYJQAPQTCCC-UHFFFAOYSA-N 0.000 description 3
- 239000004473 Threonine Substances 0.000 description 3
- QIVBCDIJIAJPQS-UHFFFAOYSA-N Tryptophan Natural products C1=CC=C2C(CC(N)C(O)=O)=CNC2=C1 QIVBCDIJIAJPQS-UHFFFAOYSA-N 0.000 description 3
- DTOSIQBPPRVQHS-PDBXOOCHSA-N alpha-linolenic acid Chemical compound CC\C=C/C\C=C/C\C=C/CCCCCCCC(O)=O DTOSIQBPPRVQHS-PDBXOOCHSA-N 0.000 description 3
- 235000020661 alpha-linolenic acid Nutrition 0.000 description 3
- 239000003472 antidiabetic agent Substances 0.000 description 3
- 229960003121 arginine Drugs 0.000 description 3
- 230000001413 cellular effect Effects 0.000 description 3
- SECPZKHBENQXJG-UHFFFAOYSA-N cis-palmitoleic acid Natural products CCCCCCC=CCCCCCCCC(O)=O SECPZKHBENQXJG-UHFFFAOYSA-N 0.000 description 3
- 230000002596 correlated effect Effects 0.000 description 3
- 229960003624 creatine Drugs 0.000 description 3
- 239000006046 creatine Substances 0.000 description 3
- 235000018417 cysteine Nutrition 0.000 description 3
- XUJNEKJLAYXESH-UHFFFAOYSA-N cysteine Natural products SCC(N)C(O)=O XUJNEKJLAYXESH-UHFFFAOYSA-N 0.000 description 3
- 238000002405 diagnostic procedure Methods 0.000 description 3
- MYFMARDICOWMQP-YUMQZZPRSA-N gamma-Glu-Leu Chemical compound CC(C)C[C@@H](C(O)=O)NC(=O)CC[C@H](N)C(O)=O MYFMARDICOWMQP-YUMQZZPRSA-N 0.000 description 3
- 108010064169 gamma-glutamyl-leucine Proteins 0.000 description 3
- 235000013922 glutamic acid Nutrition 0.000 description 3
- 239000004220 glutamic acid Substances 0.000 description 3
- IPCSVZSSVZVIGE-UHFFFAOYSA-M hexadecanoate Chemical compound CCCCCCCCCCCCCCCC([O-])=O IPCSVZSSVZVIGE-UHFFFAOYSA-M 0.000 description 3
- 230000003451 hyperinsulinaemic effect Effects 0.000 description 3
- 201000008980 hyperinsulinism Diseases 0.000 description 3
- QXJSBBXBKPUZAA-UHFFFAOYSA-N isooleic acid Natural products CCCCCCCC=CCCCCCCCCC(O)=O QXJSBBXBKPUZAA-UHFFFAOYSA-N 0.000 description 3
- KQQKGWQCNNTQJW-UHFFFAOYSA-N linolenic acid Natural products CC=CCCC=CCC=CCCCCCCCC(O)=O KQQKGWQCNNTQJW-UHFFFAOYSA-N 0.000 description 3
- 229960004488 linolenic acid Drugs 0.000 description 3
- 238000004895 liquid chromatography mass spectrometry Methods 0.000 description 3
- 238000001294 liquid chromatography-tandem mass spectrometry Methods 0.000 description 3
- XZWYZXLIPXDOLR-UHFFFAOYSA-N metformin Chemical compound CN(C)C(=N)NC(N)=N XZWYZXLIPXDOLR-UHFFFAOYSA-N 0.000 description 3
- 229960003105 metformin Drugs 0.000 description 3
- QIQXTHQIDYTFRH-UHFFFAOYSA-N octadecanoic acid Chemical compound CCCCCCCCCCCCCCCCCC(O)=O QIQXTHQIDYTFRH-UHFFFAOYSA-N 0.000 description 3
- ZQPPMHVWECSIRJ-KTKRTIGZSA-N oleic acid Chemical compound CCCCCCCC\C=C/CCCCCCCC(O)=O ZQPPMHVWECSIRJ-KTKRTIGZSA-N 0.000 description 3
- 238000012216 screening Methods 0.000 description 3
- 235000000346 sugar Nutrition 0.000 description 3
- 208000011580 syndromic disease Diseases 0.000 description 3
- 229940124598 therapeutic candidate Drugs 0.000 description 3
- 238000002560 therapeutic procedure Methods 0.000 description 3
- YWYQTGBBEZQBGO-CGVINKDUSA-N 5alpha-Pregnane-3alpha,20alpha-diol Chemical compound C([C@@H]1CC2)[C@H](O)CC[C@]1(C)[C@@H]1[C@@H]2[C@@H]2CC[C@H]([C@@H](O)C)[C@@]2(C)CC1 YWYQTGBBEZQBGO-CGVINKDUSA-N 0.000 description 2
- 206010020772 Hypertension Diseases 0.000 description 2
- 206010033307 Overweight Diseases 0.000 description 2
- NQRYJNQNLNOLGT-UHFFFAOYSA-N Piperidine Chemical compound C1CCNCC1 NQRYJNQNLNOLGT-UHFFFAOYSA-N 0.000 description 2
- WRFJEFHZHAQPEU-UHFFFAOYSA-N S(=O)(=O)(O)OS(=O)(=O)O.NCC(=O)O Chemical compound S(=O)(=O)(O)OS(=O)(=O)O.NCC(=O)O WRFJEFHZHAQPEU-UHFFFAOYSA-N 0.000 description 2
- 230000002159 abnormal effect Effects 0.000 description 2
- 238000000540 analysis of variance Methods 0.000 description 2
- 229940127003 anti-diabetic drug Drugs 0.000 description 2
- 239000012620 biological material Substances 0.000 description 2
- 239000000091 biomarker candidate Substances 0.000 description 2
- 238000009530 blood pressure measurement Methods 0.000 description 2
- 238000009534 blood test Methods 0.000 description 2
- 230000037396 body weight Effects 0.000 description 2
- 238000004587 chromatography analysis Methods 0.000 description 2
- 238000007796 conventional method Methods 0.000 description 2
- 230000006378 damage Effects 0.000 description 2
- 230000001419 dependent effect Effects 0.000 description 2
- 230000035487 diastolic blood pressure Effects 0.000 description 2
- 235000014113 dietary fatty acids Nutrition 0.000 description 2
- 230000000694 effects Effects 0.000 description 2
- 230000001747 exhibiting effect Effects 0.000 description 2
- 229930195729 fatty acid Natural products 0.000 description 2
- 239000000194 fatty acid Substances 0.000 description 2
- 150000004665 fatty acids Chemical class 0.000 description 2
- 239000012530 fluid Substances 0.000 description 2
- 238000004817 gas chromatography Methods 0.000 description 2
- 238000007429 general method Methods 0.000 description 2
- 150000004676 glycans Chemical class 0.000 description 2
- 238000004128 high performance liquid chromatography Methods 0.000 description 2
- 201000001421 hyperglycemia Diseases 0.000 description 2
- 230000000984 immunochemical effect Effects 0.000 description 2
- 230000010354 integration Effects 0.000 description 2
- 150000002500 ions Chemical class 0.000 description 2
- 238000012417 linear regression Methods 0.000 description 2
- 230000007774 longterm Effects 0.000 description 2
- 229920002521 macromolecule Polymers 0.000 description 2
- 238000004519 manufacturing process Methods 0.000 description 2
- 238000004949 mass spectrometry Methods 0.000 description 2
- 238000013178 mathematical model Methods 0.000 description 2
- 210000003205 muscle Anatomy 0.000 description 2
- 208000008338 non-alcoholic fatty liver disease Diseases 0.000 description 2
- 206010053219 non-alcoholic steatohepatitis Diseases 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
- 210000000056 organ Anatomy 0.000 description 2
- 230000002093 peripheral effect Effects 0.000 description 2
- 201000010065 polycystic ovary syndrome Diseases 0.000 description 2
- 229920001282 polysaccharide Polymers 0.000 description 2
- 239000005017 polysaccharide Substances 0.000 description 2
- 230000002265 prevention Effects 0.000 description 2
- 230000008569 process Effects 0.000 description 2
- 235000018102 proteins Nutrition 0.000 description 2
- 102000004169 proteins and genes Human genes 0.000 description 2
- 238000003908 quality control method Methods 0.000 description 2
- 238000011002 quantification Methods 0.000 description 2
- 230000035488 systolic blood pressure Effects 0.000 description 2
- 238000012353 t test Methods 0.000 description 2
- 210000002700 urine Anatomy 0.000 description 2
- HDTRYLNUVZCQOY-UHFFFAOYSA-N α-D-glucopyranosyl-α-D-glucopyranoside Natural products OC1C(O)C(O)C(CO)OC1OC1C(O)C(O)C(O)C(CO)O1 HDTRYLNUVZCQOY-UHFFFAOYSA-N 0.000 description 1
- XUFXOAAUWZOOIT-SXARVLRPSA-N (2R,3R,4R,5S,6R)-5-[[(2R,3R,4R,5S,6R)-5-[[(2R,3R,4S,5S,6R)-3,4-dihydroxy-6-methyl-5-[[(1S,4R,5S,6S)-4,5,6-trihydroxy-3-(hydroxymethyl)-1-cyclohex-2-enyl]amino]-2-oxanyl]oxy]-3,4-dihydroxy-6-(hydroxymethyl)-2-oxanyl]oxy]-6-(hydroxymethyl)oxane-2,3,4-triol Chemical compound O([C@H]1O[C@H](CO)[C@H]([C@@H]([C@H]1O)O)O[C@H]1O[C@@H]([C@H]([C@H](O)[C@H]1O)N[C@@H]1[C@@H]([C@@H](O)[C@H](O)C(CO)=C1)O)C)[C@@H]1[C@@H](CO)O[C@@H](O)[C@H](O)[C@H]1O XUFXOAAUWZOOIT-SXARVLRPSA-N 0.000 description 1
- UMZWUQALBMUZMU-UHFFFAOYSA-N 2-aminoacetic acid phosphono dihydrogen phosphate Chemical compound NCC(O)=O.OP(O)(=O)OP(O)(O)=O UMZWUQALBMUZMU-UHFFFAOYSA-N 0.000 description 1
- YBPUBXQZBUQACE-UHFFFAOYSA-N 2-aminoacetic acid;phosphoric acid Chemical compound NCC(O)=O.OP(O)(O)=O YBPUBXQZBUQACE-UHFFFAOYSA-N 0.000 description 1
- BKAJNAXTPSGJCU-UHFFFAOYSA-N 4-methyl-2-oxopentanoic acid Chemical compound CC(C)CC(=O)C(O)=O BKAJNAXTPSGJCU-UHFFFAOYSA-N 0.000 description 1
- CBMYJHIOYJEBSB-MFXFBURESA-N 5alpha-androstane-3beta,17alpha-diol Chemical compound C1[C@@H](O)CC[C@]2(C)[C@H]3CC[C@](C)([C@@H](CC4)O)[C@@H]4[C@@H]3CC[C@H]21 CBMYJHIOYJEBSB-MFXFBURESA-N 0.000 description 1
- YPMOAQISONSSNL-UHFFFAOYSA-N 8-hydroxyoctyl 2-methylprop-2-enoate Chemical compound CC(=C)C(=O)OCCCCCCCCO YPMOAQISONSSNL-UHFFFAOYSA-N 0.000 description 1
- OYHQOLUKZRVURQ-HZJYTTRNSA-M 9-cis,12-cis-Octadecadienoate Chemical compound CCCCC\C=C/C\C=C/CCCCCCCC([O-])=O OYHQOLUKZRVURQ-HZJYTTRNSA-M 0.000 description 1
- 208000004611 Abdominal Obesity Diseases 0.000 description 1
- YNXLOPYTAAFMTN-SBUIBGKBSA-N C([C@H](N)C(=O)N1CCC[C@H]1C(=O)N[C@@H]([C@@H](C)CC)C(=O)N[C@@H](CCCCN)C(=O)N1[C@@H](CCC1)C(=O)N[C@@H](CCC(O)=O)C(=O)N[C@@H](C)C(=O)N1[C@@H](CCC1)C(=O)NCC(=O)N[C@@H](CCC(O)=O)C(=O)N[C@@H](CC(O)=O)C(=O)N[C@@H](C)C(=O)N[C@@H](CO)C(=O)N1[C@@H](CCC1)C(=O)N[C@@H](CCC(O)=O)C(=O)N[C@@H](CCC(O)=O)C(=O)N[C@@H](CC(C)C)C(=O)N[C@@H](CC(N)=O)C(=O)N[C@@H](CCCNC(N)=N)C(=O)N[C@@H](CC=1C=CC(O)=CC=1)C(=O)N[C@@H](CC=1C=CC(O)=CC=1)C(=O)N[C@@H](C)C(=O)N[C@@H](CO)C(=O)N[C@@H](CC(C)C)C(=O)N[C@@H](CCCNC(N)=N)C(=O)N[C@@H](CC=1NC=NC=1)C(=O)N[C@@H](CC=1C=CC(O)=CC=1)C(=O)N[C@@H](CC(C)C)C(=O)N[C@@H](CC(N)=O)C(=O)N[C@@H](CC(C)C)C(=O)N[C@@H](C(C)C)C(=O)N[C@@H]([C@@H](C)O)C(=O)N[C@@H](CCCNC(N)=N)C(=O)N[C@@H](CCC(N)=O)C(=O)N[C@@H](CCCNC(N)=N)C(=O)N[C@@H](CC=1C=CC(O)=CC=1)C(N)=O)C1=CC=C(O)C=C1 Chemical compound C([C@H](N)C(=O)N1CCC[C@H]1C(=O)N[C@@H]([C@@H](C)CC)C(=O)N[C@@H](CCCCN)C(=O)N1[C@@H](CCC1)C(=O)N[C@@H](CCC(O)=O)C(=O)N[C@@H](C)C(=O)N1[C@@H](CCC1)C(=O)NCC(=O)N[C@@H](CCC(O)=O)C(=O)N[C@@H](CC(O)=O)C(=O)N[C@@H](C)C(=O)N[C@@H](CO)C(=O)N1[C@@H](CCC1)C(=O)N[C@@H](CCC(O)=O)C(=O)N[C@@H](CCC(O)=O)C(=O)N[C@@H](CC(C)C)C(=O)N[C@@H](CC(N)=O)C(=O)N[C@@H](CCCNC(N)=N)C(=O)N[C@@H](CC=1C=CC(O)=CC=1)C(=O)N[C@@H](CC=1C=CC(O)=CC=1)C(=O)N[C@@H](C)C(=O)N[C@@H](CO)C(=O)N[C@@H](CC(C)C)C(=O)N[C@@H](CCCNC(N)=N)C(=O)N[C@@H](CC=1NC=NC=1)C(=O)N[C@@H](CC=1C=CC(O)=CC=1)C(=O)N[C@@H](CC(C)C)C(=O)N[C@@H](CC(N)=O)C(=O)N[C@@H](CC(C)C)C(=O)N[C@@H](C(C)C)C(=O)N[C@@H]([C@@H](C)O)C(=O)N[C@@H](CCCNC(N)=N)C(=O)N[C@@H](CCC(N)=O)C(=O)N[C@@H](CCCNC(N)=N)C(=O)N[C@@H](CC=1C=CC(O)=CC=1)C(N)=O)C1=CC=C(O)C=C1 YNXLOPYTAAFMTN-SBUIBGKBSA-N 0.000 description 1
- 108010074051 C-Reactive Protein Proteins 0.000 description 1
- 102100032752 C-reactive protein Human genes 0.000 description 1
- 206010065941 Central obesity Diseases 0.000 description 1
- 241000282693 Cercopithecidae Species 0.000 description 1
- 208000017667 Chronic Disease Diseases 0.000 description 1
- 208000032928 Dyslipidaemia Diseases 0.000 description 1
- 206010014486 Elevated triglycerides Diseases 0.000 description 1
- 241000282326 Felis catus Species 0.000 description 1
- 108010049003 Fibrinogen Proteins 0.000 description 1
- 102000008946 Fibrinogen Human genes 0.000 description 1
- 208000031773 Insulin resistance syndrome Diseases 0.000 description 1
- 206010022491 Insulin resistant diabetes Diseases 0.000 description 1
- 238000008214 LDL Cholesterol Methods 0.000 description 1
- 208000017170 Lipid metabolism disease Diseases 0.000 description 1
- 241000124008 Mammalia Species 0.000 description 1
- 238000000585 Mann–Whitney U test Methods 0.000 description 1
- 241001465754 Metazoa Species 0.000 description 1
- 241000283973 Oryctolagus cuniculus Species 0.000 description 1
- 108010088847 Peptide YY Proteins 0.000 description 1
- 102100029909 Peptide YY Human genes 0.000 description 1
- 108010022233 Plasminogen Activator Inhibitor 1 Proteins 0.000 description 1
- 102100039418 Plasminogen activator inhibitor 1 Human genes 0.000 description 1
- 238000000692 Student's t-test Methods 0.000 description 1
- 208000037063 Thinness Diseases 0.000 description 1
- HDTRYLNUVZCQOY-WSWWMNSNSA-N Trehalose Natural products O[C@@H]1[C@@H](O)[C@@H](O)[C@@H](CO)O[C@@H]1O[C@@H]1[C@H](O)[C@@H](O)[C@@H](O)[C@@H](CO)O1 HDTRYLNUVZCQOY-WSWWMNSNSA-N 0.000 description 1
- TVWHNULVHGKJHS-UHFFFAOYSA-N Uric acid Natural products N1C(=O)NC(=O)C2NC(=O)NC21 TVWHNULVHGKJHS-UHFFFAOYSA-N 0.000 description 1
- 238000001790 Welch's t-test Methods 0.000 description 1
- 210000000579 abdominal fat Anatomy 0.000 description 1
- 238000010521 absorption reaction Methods 0.000 description 1
- 229960002632 acarbose Drugs 0.000 description 1
- XUFXOAAUWZOOIT-UHFFFAOYSA-N acarviostatin I01 Natural products OC1C(O)C(NC2C(C(O)C(O)C(CO)=C2)O)C(C)OC1OC(C(C1O)O)C(CO)OC1OC1C(CO)OC(O)C(O)C1O XUFXOAAUWZOOIT-UHFFFAOYSA-N 0.000 description 1
- 210000001789 adipocyte Anatomy 0.000 description 1
- HDTRYLNUVZCQOY-LIZSDCNHSA-N alpha,alpha-trehalose Chemical compound O[C@@H]1[C@@H](O)[C@H](O)[C@@H](CO)O[C@@H]1O[C@@H]1[C@H](O)[C@@H](O)[C@H](O)[C@@H](CO)O1 HDTRYLNUVZCQOY-LIZSDCNHSA-N 0.000 description 1
- 229940024606 amino acid Drugs 0.000 description 1
- 235000001014 amino acid Nutrition 0.000 description 1
- 150000001413 amino acids Chemical class 0.000 description 1
- 239000012491 analyte Substances 0.000 description 1
- 239000000538 analytical sample Substances 0.000 description 1
- 230000003178 anti-diabetic effect Effects 0.000 description 1
- 230000006907 apoptotic process Effects 0.000 description 1
- 235000013361 beverage Nutrition 0.000 description 1
- 230000036772 blood pressure Effects 0.000 description 1
- 238000010241 blood sampling Methods 0.000 description 1
- 210000004204 blood vessel Anatomy 0.000 description 1
- 238000004364 calculation method Methods 0.000 description 1
- 230000001364 causal effect Effects 0.000 description 1
- 230000003915 cell function Effects 0.000 description 1
- 230000019522 cellular metabolic process Effects 0.000 description 1
- 230000033077 cellular process Effects 0.000 description 1
- 210000001175 cerebrospinal fluid Anatomy 0.000 description 1
- 238000006243 chemical reaction Methods 0.000 description 1
- 239000013626 chemical specie Substances 0.000 description 1
- 208000012696 congenital leptin deficiency Diseases 0.000 description 1
- 238000009223 counseling Methods 0.000 description 1
- 230000009260 cross reactivity Effects 0.000 description 1
- 210000000805 cytoplasm Anatomy 0.000 description 1
- 238000003066 decision tree Methods 0.000 description 1
- 230000007547 defect Effects 0.000 description 1
- 239000000104 diagnostic biomarker Substances 0.000 description 1
- 235000020805 dietary restrictions Nutrition 0.000 description 1
- 230000008034 disappearance Effects 0.000 description 1
- 208000037765 diseases and disorders Diseases 0.000 description 1
- 238000002651 drug therapy Methods 0.000 description 1
- 238000002474 experimental method Methods 0.000 description 1
- 210000000416 exudates and transudate Anatomy 0.000 description 1
- 235000013861 fat-free Nutrition 0.000 description 1
- 229940012952 fibrinogen Drugs 0.000 description 1
- 235000013305 food Nutrition 0.000 description 1
- 230000037406 food intake Effects 0.000 description 1
- 235000021588 free fatty acids Nutrition 0.000 description 1
- 230000006870 function Effects 0.000 description 1
- 230000002496 gastric effect Effects 0.000 description 1
- 230000009229 glucose formation Effects 0.000 description 1
- 230000002641 glycemic effect Effects 0.000 description 1
- 230000036541 health Effects 0.000 description 1
- 230000005802 health problem Effects 0.000 description 1
- 230000002440 hepatic effect Effects 0.000 description 1
- 229940088597 hormone Drugs 0.000 description 1
- 239000005556 hormone Substances 0.000 description 1
- 239000001866 hydroxypropyl methyl cellulose Substances 0.000 description 1
- 235000010979 hydroxypropyl methyl cellulose Nutrition 0.000 description 1
- 229920003088 hydroxypropyl methyl cellulose Polymers 0.000 description 1
- UFVKGYZPFZQRLF-UHFFFAOYSA-N hydroxypropyl methyl cellulose Chemical compound OC1C(O)C(OC)OC(CO)C1OC1C(O)C(O)C(OC2C(C(O)C(OC3C(C(O)C(O)C(CO)O3)O)C(CO)O2)O)C(CO)O1 UFVKGYZPFZQRLF-UHFFFAOYSA-N 0.000 description 1
- 238000003018 immunoassay Methods 0.000 description 1
- 210000003734 kidney Anatomy 0.000 description 1
- HCZHHEIFKROPDY-UHFFFAOYSA-N kynurenic acid Chemical compound C1=CC=C2NC(C(=O)O)=CC(=O)C2=C1 HCZHHEIFKROPDY-UHFFFAOYSA-N 0.000 description 1
- 238000009533 lab test Methods 0.000 description 1
- 229940049918 linoleate Drugs 0.000 description 1
- 210000005228 liver tissue Anatomy 0.000 description 1
- 210000004072 lung Anatomy 0.000 description 1
- 239000000463 material Substances 0.000 description 1
- 230000007246 mechanism Effects 0.000 description 1
- 208000030159 metabolic disease Diseases 0.000 description 1
- 210000003470 mitochondria Anatomy 0.000 description 1
- 208000001022 morbid obesity Diseases 0.000 description 1
- 238000012314 multivariate regression analysis Methods 0.000 description 1
- 210000000663 muscle cell Anatomy 0.000 description 1
- WIBFFTLQMKKBLZ-SEYXRHQNSA-N n-butyl oleate Chemical compound CCCCCCCC\C=C/CCCCCCCC(=O)OCCCC WIBFFTLQMKKBLZ-SEYXRHQNSA-N 0.000 description 1
- 239000002773 nucleotide Substances 0.000 description 1
- 125000003729 nucleotide group Chemical group 0.000 description 1
- 210000003463 organelle Anatomy 0.000 description 1
- 125000001312 palmitoyl group Chemical group O=C([*])C([H])([H])C([H])([H])C([H])([H])C([H])([H])C([H])([H])C([H])([H])C([H])([H])C([H])([H])C([H])([H])C([H])([H])C([H])([H])C([H])([H])C([H])([H])C([H])([H])C([H])([H])[H] 0.000 description 1
- 230000004203 pancreatic function Effects 0.000 description 1
- 230000001991 pathophysiological effect Effects 0.000 description 1
- 230000000737 periodic effect Effects 0.000 description 1
- 230000000770 proinflammatory effect Effects 0.000 description 1
- 238000000751 protein extraction Methods 0.000 description 1
- 230000003331 prothrombotic effect Effects 0.000 description 1
- 230000009467 reduction Effects 0.000 description 1
- 210000003296 saliva Anatomy 0.000 description 1
- 238000005070 sampling Methods 0.000 description 1
- 230000001235 sensitizing effect Effects 0.000 description 1
- 238000000926 separation method Methods 0.000 description 1
- 210000002966 serum Anatomy 0.000 description 1
- 230000011664 signaling Effects 0.000 description 1
- 210000002027 skeletal muscle Anatomy 0.000 description 1
- 238000000638 solvent extraction Methods 0.000 description 1
- 238000013179 statistical model Methods 0.000 description 1
- 150000008163 sugars Chemical class 0.000 description 1
- 229940124597 therapeutic agent Drugs 0.000 description 1
- 230000032258 transport Effects 0.000 description 1
- 150000003626 triacylglycerols Chemical class 0.000 description 1
- 230000001960 triggered effect Effects 0.000 description 1
- 206010048828 underweight Diseases 0.000 description 1
- 238000012315 univariate regression analysis Methods 0.000 description 1
- 229940116269 uric acid Drugs 0.000 description 1
- 230000003966 vascular damage Effects 0.000 description 1
- 230000010297 whole body glucose metabolism Effects 0.000 description 1
- 230000003820 β-cell dysfunction Effects 0.000 description 1
Classifications
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N33/00—Investigating or analysing materials by specific methods not covered by groups G01N1/00 - G01N31/00
- G01N33/48—Biological material, e.g. blood, urine; Haemocytometers
- G01N33/50—Chemical analysis of biological material, e.g. blood, urine; Testing involving biospecific ligand binding methods; Immunological testing
- G01N33/68—Chemical analysis of biological material, e.g. blood, urine; Testing involving biospecific ligand binding methods; Immunological testing involving proteins, peptides or amino acids
- G01N33/6893—Chemical analysis of biological material, e.g. blood, urine; Testing involving biospecific ligand binding methods; Immunological testing involving proteins, peptides or amino acids related to diseases not provided for elsewhere
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N33/00—Investigating or analysing materials by specific methods not covered by groups G01N1/00 - G01N31/00
- G01N33/48—Biological material, e.g. blood, urine; Haemocytometers
- G01N33/50—Chemical analysis of biological material, e.g. blood, urine; Testing involving biospecific ligand binding methods; Immunological testing
- G01N33/53—Immunoassay; Biospecific binding assay; Materials therefor
- G01N33/5308—Immunoassay; Biospecific binding assay; Materials therefor for analytes not provided for elsewhere, e.g. nucleic acids, uric acid, worms, mites
-
- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
- G16H50/00—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
- G16H50/30—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for calculating health indices; for individual health risk assessment
-
- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16Z—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS, NOT OTHERWISE PROVIDED FOR
- G16Z99/00—Subject matter not provided for in other main groups of this subclass
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N2333/00—Assays involving biological materials from specific organisms or of a specific nature
- G01N2333/435—Assays involving biological materials from specific organisms or of a specific nature from animals; from humans
- G01N2333/46—Assays involving biological materials from specific organisms or of a specific nature from animals; from humans from vertebrates
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N2800/00—Detection or diagnosis of diseases
- G01N2800/04—Endocrine or metabolic disorders
- G01N2800/042—Disorders of carbohydrate metabolism, e.g. diabetes, glucose metabolism
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N2800/00—Detection or diagnosis of diseases
- G01N2800/32—Cardiovascular disorders
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N2800/00—Detection or diagnosis of diseases
- G01N2800/32—Cardiovascular disorders
- G01N2800/324—Coronary artery diseases, e.g. angina pectoris, myocardial infarction
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N2800/00—Detection or diagnosis of diseases
- G01N2800/50—Determining the risk of developing a disease
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N2800/00—Detection or diagnosis of diseases
- G01N2800/52—Predicting or monitoring the response to treatment, e.g. for selection of therapy based on assay results in personalised medicine; Prognosis
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N2800/00—Detection or diagnosis of diseases
- G01N2800/60—Complex ways of combining multiple protein biomarkers for diagnosis
Landscapes
- Health & Medical Sciences (AREA)
- Life Sciences & Earth Sciences (AREA)
- Engineering & Computer Science (AREA)
- Biomedical Technology (AREA)
- Molecular Biology (AREA)
- Immunology (AREA)
- Chemical & Material Sciences (AREA)
- Urology & Nephrology (AREA)
- Hematology (AREA)
- Pathology (AREA)
- General Health & Medical Sciences (AREA)
- Medical Informatics (AREA)
- Public Health (AREA)
- Medicinal Chemistry (AREA)
- Biotechnology (AREA)
- Physics & Mathematics (AREA)
- Analytical Chemistry (AREA)
- Biochemistry (AREA)
- Microbiology (AREA)
- General Physics & Mathematics (AREA)
- Cell Biology (AREA)
- Food Science & Technology (AREA)
- Proteomics, Peptides & Aminoacids (AREA)
- Data Mining & Analysis (AREA)
- Databases & Information Systems (AREA)
- Epidemiology (AREA)
- Primary Health Care (AREA)
- Tropical Medicine & Parasitology (AREA)
- Investigating Or Analysing Biological Materials (AREA)
- Medicines That Contain Protein Lipid Enzymes And Other Medicines (AREA)
- Other Investigation Or Analysis Of Materials By Electrical Means (AREA)
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| US201361758924P | 2013-01-31 | 2013-01-31 |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| ES2987582T3 true ES2987582T3 (es) | 2024-11-15 |
Family
ID=51262841
Family Applications (2)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| ES17209399T Active ES2987582T3 (es) | 2013-01-31 | 2014-01-16 | Biomarcadores relacionados con la progresión de la resistencia a la Insulina y métodos que lo utilizan |
| ES14746017.4T Active ES2669620T3 (es) | 2013-01-31 | 2014-01-16 | Biomarcadores relacionados con el avance de la resistencia a la insulina y métodos que lo utilizan |
Family Applications After (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| ES14746017.4T Active ES2669620T3 (es) | 2013-01-31 | 2014-01-16 | Biomarcadores relacionados con el avance de la resistencia a la insulina y métodos que lo utilizan |
Country Status (5)
| Country | Link |
|---|---|
| US (2) | US9910047B2 (enExample) |
| EP (2) | EP2951313B1 (enExample) |
| JP (1) | JP6404834B2 (enExample) |
| ES (2) | ES2987582T3 (enExample) |
| WO (1) | WO2014120449A1 (enExample) |
Families Citing this family (19)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN105074460B (zh) * | 2013-03-28 | 2018-06-15 | 雀巢产品技术援助有限公司 | 作为用于重量增加预防的益生元功效的生物标记物的硫酸吲哚酚 |
| WO2015006160A2 (en) * | 2013-07-09 | 2015-01-15 | Stemina Biomarker Discovery, Inc. | Biomarkers of autism spectrum disorder |
| EP3460478A4 (en) * | 2016-05-17 | 2020-01-08 | Osaka University | METHOD AND SYSTEM FOR BLOOD SAMPLING FOR DETERMINING DIABETES |
| EP3465202B1 (en) | 2016-06-02 | 2023-07-05 | Metabolon, Inc. | Mass spectrometry method for detection and quantitation of metabolites |
| WO2018118630A1 (en) * | 2016-12-19 | 2018-06-28 | Metabolon, Inc. | Mass spectrometry assay method for detection and quantitation of kidney function metabolites |
| WO2018150077A1 (en) * | 2017-02-16 | 2018-08-23 | Afekta Technologies Oy | Betaine biomarkers for nutritional status, nutritional regimen, endogenous metabolism, or risk of cardiovascular or metabolic diseases |
| EP3602071B1 (en) * | 2017-03-31 | 2022-12-07 | Quest Diagnostics Investments LLC | Methods for quantitation of insulin and c-peptide |
| EP3401683A1 (en) * | 2017-05-10 | 2018-11-14 | Eberhard Karls Universität Tübingen Medizinische Fakultät | Diagnosing metabolic disease by the use of a biomarker |
| US11815515B2 (en) * | 2018-01-17 | 2023-11-14 | University Of Southampton | Methods to predict risk of and to stratify sarcopenia and NAD deficiency |
| US20210396766A1 (en) * | 2018-09-27 | 2021-12-23 | Societe Des Produits Nestle S.A. | Markers of risk to develop insulin resistance during childhood and young adulthood |
| US11041847B1 (en) | 2019-01-25 | 2021-06-22 | Ixcela, Inc. | Detection and modification of gut microbial population |
| KR102231928B1 (ko) * | 2019-09-19 | 2021-03-26 | 고려대학교 산학협력단 | 비만대사수술 이후 당뇨병 예후 예측용 바이오마커 조성물 |
| CA3177108A1 (en) * | 2020-04-27 | 2021-11-04 | Wayne R. Matson | Detection and modification of gut microbial population |
| CN112149311B (zh) * | 2020-10-12 | 2021-10-26 | 北京中恒利华石油技术研究所 | 一种基于数量规约的非线性多元统计回归测井曲线预测方法 |
| CN112843036A (zh) * | 2021-01-29 | 2021-05-28 | 中国药科大学 | β-羟基丙酮酸在制备人胰岛淀粉样多肽聚集抑制剂中的应用 |
| CN116087486B (zh) * | 2021-11-08 | 2024-02-02 | 中国医学科学院阜外医院 | 糖尿病患者早期预测心血管疾病（cvd）的生物标志物及其用途 |
| CN114324662B (zh) * | 2021-12-30 | 2022-09-16 | 中南大学 | 用于诊断或预防糖尿病的血清生物标志物的应用 |
| WO2023194615A1 (en) * | 2022-04-07 | 2023-10-12 | Need4Health B.V. | Method for determining insulin dosage |
| JP7736971B2 (ja) * | 2022-10-18 | 2025-09-10 | 株式会社オルトメディコ | 糖尿病境界域者のスクリーニング方法 |
Family Cites Families (15)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20020009740A1 (en) | 2000-04-14 | 2002-01-24 | Rima Kaddurah-Daouk | Methods for drug discovery, disease treatment, and diagnosis using metabolomics |
| US7329489B2 (en) | 2000-04-14 | 2008-02-12 | Matabolon, Inc. | Methods for drug discovery, disease treatment, and diagnosis using metabolomics |
| US7648825B2 (en) * | 2003-06-20 | 2010-01-19 | University Of Florida Research Foundation, Inc. | Biomarkers for differentiating between type 1 and type 2 diabetes |
| US7682782B2 (en) | 2004-10-29 | 2010-03-23 | Affymetrix, Inc. | System, method, and product for multiple wavelength detection using single source excitation |
| US8119358B2 (en) * | 2005-10-11 | 2012-02-21 | Tethys Bioscience, Inc. | Diabetes-related biomarkers and methods of use thereof |
| EP2008108B1 (en) * | 2006-03-24 | 2010-12-29 | Metanomics GmbH | MEANS AND METHOD FOR PREDICTING DIABETES type II |
| JP5701601B2 (ja) | 2007-07-17 | 2015-04-15 | メタボロン インコーポレイテッド | 糖尿病前症、心血管疾患及びその他のメタボリックシンドローム関連障害のバイオマーカー並びにその使用方法 |
| US20110311650A1 (en) * | 2008-07-07 | 2011-12-22 | Thomas Wang | Multiplexed biomarkers of insulin resistance |
| US20110113863A1 (en) * | 2008-07-15 | 2011-05-19 | Metanomics Health Gmbh | Means and methods diagnosing gastric bypass and conditions related thereto |
| WO2010114897A1 (en) | 2009-03-31 | 2010-10-07 | Metabolon, Inc. | Biomarkers related to insulin resistance and methods using the same |
| US8367418B2 (en) | 2009-10-23 | 2013-02-05 | Therasyn Sensors, Inc. | Method and system to provide personalized pharmaceutical compositions and dosages |
| WO2011059721A1 (en) * | 2009-10-29 | 2011-05-19 | Tethys Bioscience, Inc. | Protein and lipid biomarkers providing consistent improvement to the prediction of type 2 diabetes |
| US20140303228A1 (en) * | 2011-10-18 | 2014-10-09 | Metabolon, Inc. | Biomarkers for Amyotrophic Lateral Sclerosis and Methods Using the Same |
| JP2014533363A (ja) * | 2011-11-11 | 2014-12-11 | メタボロン，インコーポレイテッド | 膀胱癌のバイオマーカーおよびそれを用いる方法 |
| JP2015505965A (ja) * | 2011-12-09 | 2015-02-26 | メタボロン，インコーポレイテッド | 腎癌のバイオマーカーおよびそれを用いる方法 |
-
2014
- 2014-01-16 ES ES17209399T patent/ES2987582T3/es active Active
- 2014-01-16 ES ES14746017.4T patent/ES2669620T3/es active Active
- 2014-01-16 WO PCT/US2014/011759 patent/WO2014120449A1/en not_active Ceased
- 2014-01-16 US US14/763,962 patent/US9910047B2/en active Active
- 2014-01-16 EP EP14746017.4A patent/EP2951313B1/en active Active
- 2014-01-16 JP JP2015556042A patent/JP6404834B2/ja active Active
- 2014-01-16 EP EP17209399.9A patent/EP3321686B1/en active Active
-
2018
- 2018-01-16 US US15/872,373 patent/US20180203021A1/en not_active Abandoned
Also Published As
| Publication number | Publication date |
|---|---|
| HK1217516A1 (en) | 2017-01-13 |
| JP2016509222A (ja) | 2016-03-24 |
| US9910047B2 (en) | 2018-03-06 |
| US20150362510A1 (en) | 2015-12-17 |
| EP3321686A1 (en) | 2018-05-16 |
| JP6404834B2 (ja) | 2018-10-17 |
| WO2014120449A1 (en) | 2014-08-07 |
| EP3321686B1 (en) | 2024-03-13 |
| ES2669620T3 (es) | 2018-05-28 |
| EP2951313B1 (en) | 2018-03-07 |
| EP2951313A4 (en) | 2016-11-02 |
| US20180203021A1 (en) | 2018-07-19 |
| EP2951313A1 (en) | 2015-12-09 |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| ES2987582T3 (es) | Biomarcadores relacionados con la progresión de la resistencia a la Insulina y métodos que lo utilizan | |
| Chonchol et al. | Relationship of uric acid with progression of kidney disease | |
| ES2443540T3 (es) | Biomarcadores para pre-diabetes y métodos que usan los mismos | |
| Kunutsor et al. | Plasma calprotectin and risk of cardiovascular disease: Findings from the PREVEND prospective cohort study | |
| US10302663B2 (en) | Method of assessing pancreatic beta-cell function | |
| US20120122981A1 (en) | Biomarkers Related to Insulin Resistance and Methods using the Same | |
| Owens et al. | An integrated biochemical prediction model of all-cause mortality in patients undergoing lower extremity bypass surgery for advanced peripheral artery disease | |
| Ye et al. | Building and verifying a severity prediction model of acute pancreatitis (AP) based on BISAP, MEWS and routine test indexes | |
| Tuomisto et al. | A plasma metabolite score of three eicosanoids predicts incident type 2 diabetes: a prospective study in three independent cohorts | |
| Ottas | The metabolomic profiling of psoriasis, atopic dermatitis and atherosclerosis | |
| CN118866120B (zh) | 预测脓毒症患者死亡高风险的生物标志物、系统及其应用 | |
| La Sala et al. | One-hour plasma glucose combined with skin autofluorescence identifies subjects with pre-diabetes: the DIAPASON study | |
| Chien et al. | Muscle‐Specific Strength Better Predicts Physical Performance Decline Than Conventional Metrics: The I‐Lan Longitudinal Aging Study | |
| Ackermans et al. | Serum metabolomics analysis for quantification of muscle loss in critically ill patients: An explorative study | |
| CN118806773B (zh) | Udca系列胆汁酸在预防脓毒症肠道炎症损伤中的作用机制及其应用 | |
| Petersson | Exploring metabolic and functional changes in stroke patients: insights from a urinary and blood-derived metabolomic study | |
| Tian et al. | Two user-friendly models and a simple cutoff value of neutrophil to lymphocyte ratio (NLR) for early diagnosis of diabetic nephropathy in middle-elderly aged patients with type 2 diabetes: A cross-sectional study | |
| Busto et al. | A six-year risk assessment for dementia and Alzheimer's disease in the general population through immunoprecipitation-mass spectrometry plasma amyloid quantification | |
| Verber | Biochemical biomarkers of disease in a deeply-phenotyped cohort of patients with motor neuron disease | |
| AU2014216035B2 (en) | Method for Determining Insulin Sensitivity with Biomarkers | |
| Qiao et al. | U-shaped relationship between weight-adjusted waist index and acute exacerbation of chronic obstructive pulmonary disease in critically ill patients | |
| HK1217516B (en) | Biomarkers related to insulin resistance progression and methods using the same | |
| Mayer et al. | Hypertriglyceridemic waist increased risk of inappropriate glucose control in patients with coronary heart disease | |
| AU2016206265A1 (en) | Method for Determining Insulin Sensitivity with Biomarkers |