CA2941979A1 - Means and methods for determination of quality of blood samples based on metabolite panel - Google Patents
Means and methods for determination of quality of blood samples based on metabolite panel Download PDFInfo
- Publication number
- CA2941979A1 CA2941979A1 CA2941979A CA2941979A CA2941979A1 CA 2941979 A1 CA2941979 A1 CA 2941979A1 CA 2941979 A CA2941979 A CA 2941979A CA 2941979 A CA2941979 A CA 2941979A CA 2941979 A1 CA2941979 A1 CA 2941979A1
- Authority
- CA
- Canada
- Prior art keywords
- sample
- markers
- quality
- blood
- plasma
- 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
- 238000000034 method Methods 0.000 title claims abstract description 133
- 210000004369 blood Anatomy 0.000 title claims abstract description 92
- 239000008280 blood Substances 0.000 title claims abstract description 92
- 239000002207 metabolite Substances 0.000 title description 58
- 239000010836 blood and blood product Substances 0.000 claims abstract description 81
- 229940125691 blood product Drugs 0.000 claims abstract description 81
- 239000003550 marker Substances 0.000 claims abstract description 51
- FDGQSTZJBFJUBT-UHFFFAOYSA-N hypoxanthine Chemical compound O=C1NC=NC2=C1NC=N2 FDGQSTZJBFJUBT-UHFFFAOYSA-N 0.000 claims description 126
- 239000000090 biomarker Substances 0.000 claims description 112
- 238000012545 processing Methods 0.000 claims description 112
- AHLPHDHHMVZTML-BYPYZUCNSA-N L-Ornithine Chemical compound NCCC[C@H](N)C(O)=O AHLPHDHHMVZTML-BYPYZUCNSA-N 0.000 claims description 70
- AHLPHDHHMVZTML-UHFFFAOYSA-N Orn-delta-NH2 Natural products NCCCC(N)C(O)=O AHLPHDHHMVZTML-UHFFFAOYSA-N 0.000 claims description 70
- UTJLXEIPEHZYQJ-UHFFFAOYSA-N Ornithine Natural products OC(=O)C(C)CCCN UTJLXEIPEHZYQJ-UHFFFAOYSA-N 0.000 claims description 70
- 229960003104 ornithine Drugs 0.000 claims description 70
- AWUCVROLDVIAJX-GSVOUGTGSA-N sn-glycerol 3-phosphate Chemical compound OC[C@@H](O)COP(O)(O)=O AWUCVROLDVIAJX-GSVOUGTGSA-N 0.000 claims description 67
- UGQMRVRMYYASKQ-UHFFFAOYSA-N Hypoxanthine nucleoside Natural products OC1C(O)C(CO)OC1N1C(NC=NC2=O)=C2N=C1 UGQMRVRMYYASKQ-UHFFFAOYSA-N 0.000 claims description 63
- RBNPOMFGQQGHHO-UWTATZPHSA-N D-glyceric acid Chemical compound OC[C@@H](O)C(O)=O RBNPOMFGQQGHHO-UWTATZPHSA-N 0.000 claims description 59
- KCXVZYZYPLLWCC-UHFFFAOYSA-N EDTA Chemical compound OC(=O)CN(CC(O)=O)CCN(CC(O)=O)CC(O)=O KCXVZYZYPLLWCC-UHFFFAOYSA-N 0.000 claims description 39
- 238000003860 storage Methods 0.000 claims description 39
- CKLJMWTZIZZHCS-REOHCLBHSA-N L-aspartic acid Chemical compound OC(=O)[C@@H](N)CC(O)=O CKLJMWTZIZZHCS-REOHCLBHSA-N 0.000 claims description 27
- 229940009098 aspartate Drugs 0.000 claims description 27
- 238000000926 separation method Methods 0.000 claims description 26
- 230000002035 prolonged effect Effects 0.000 claims description 24
- KRKNYBCHXYNGOX-UHFFFAOYSA-K Citrate Chemical compound [O-]C(=O)CC(O)(CC([O-])=O)C([O-])=O KRKNYBCHXYNGOX-UHFFFAOYSA-K 0.000 claims description 20
- 210000000601 blood cell Anatomy 0.000 claims description 20
- 238000013480 data collection Methods 0.000 claims description 20
- 238000004422 calculation algorithm Methods 0.000 claims description 18
- 238000001514 detection method Methods 0.000 claims description 18
- 230000012953 feeding on blood of other organism Effects 0.000 claims description 18
- 239000003795 chemical substances by application Substances 0.000 claims description 15
- 238000013500 data storage Methods 0.000 claims description 15
- 238000011156 evaluation Methods 0.000 claims description 10
- 238000007477 logistic regression Methods 0.000 claims description 10
- 230000001010 compromised effect Effects 0.000 claims description 4
- 239000003153 chemical reaction reagent Substances 0.000 claims description 3
- 239000000523 sample Substances 0.000 description 294
- 210000002381 plasma Anatomy 0.000 description 155
- WHUUTDBJXJRKMK-VKHMYHEASA-N L-glutamic acid Chemical compound OC(=O)[C@@H](N)CCC(O)=O WHUUTDBJXJRKMK-VKHMYHEASA-N 0.000 description 50
- 229930195712 glutamate Natural products 0.000 description 50
- ZDXPYRJPNDTMRX-UHFFFAOYSA-N glutamine Natural products OC(=O)C(N)CCC(N)=O ZDXPYRJPNDTMRX-UHFFFAOYSA-N 0.000 description 50
- 238000004458 analytical method Methods 0.000 description 47
- CFFZDZCDUFSOFZ-UHFFFAOYSA-N 3,4-Dihydroxy-phenylacetic acid Chemical compound OC(=O)CC1=CC=C(O)C(O)=C1 CFFZDZCDUFSOFZ-UHFFFAOYSA-N 0.000 description 42
- 238000004949 mass spectrometry Methods 0.000 description 42
- MHAJPDPJQMAIIY-UHFFFAOYSA-N Hydrogen peroxide Chemical compound OO MHAJPDPJQMAIIY-UHFFFAOYSA-N 0.000 description 37
- 239000004475 Arginine Substances 0.000 description 34
- ODKSFYDXXFIFQN-UHFFFAOYSA-N arginine Natural products OC(=O)C(N)CCCNC(N)=N ODKSFYDXXFIFQN-UHFFFAOYSA-N 0.000 description 34
- 150000001875 compounds Chemical class 0.000 description 31
- 238000005119 centrifugation Methods 0.000 description 28
- DCXYFEDJOCDNAF-UHFFFAOYSA-N Asparagine Natural products OC(=O)C(N)CC(N)=O DCXYFEDJOCDNAF-UHFFFAOYSA-N 0.000 description 24
- DCXYFEDJOCDNAF-REOHCLBHSA-N L-asparagine Chemical compound OC(=O)[C@@H](N)CC(N)=O DCXYFEDJOCDNAF-REOHCLBHSA-N 0.000 description 24
- 235000009582 asparagine Nutrition 0.000 description 24
- 229960001230 asparagine Drugs 0.000 description 24
- 238000004811 liquid chromatography Methods 0.000 description 24
- 239000012071 phase Substances 0.000 description 22
- MTVWFVDWRVYDOR-UHFFFAOYSA-N 3,4-Dihydroxyphenylglycol Chemical compound OCC(O)C1=CC=C(O)C(O)=C1 MTVWFVDWRVYDOR-UHFFFAOYSA-N 0.000 description 21
- XOAAWQZATWQOTB-UHFFFAOYSA-N taurine Chemical compound NCCS(O)(=O)=O XOAAWQZATWQOTB-UHFFFAOYSA-N 0.000 description 20
- WWUZIQQURGPMPG-UHFFFAOYSA-N (-)-D-erythro-Sphingosine Natural products CCCCCCCCCCCCCC=CC(O)C(N)CO WWUZIQQURGPMPG-UHFFFAOYSA-N 0.000 description 18
- JMMMHJWHJMBHOK-DPAQBDIFSA-N (3s,8s,9s,10r,13r,14s,17r)-3-hydroperoxy-10,13-dimethyl-17-[(2r)-6-methylheptan-2-yl]-2,3,4,7,8,9,11,12,14,15,16,17-dodecahydro-1h-cyclopenta[a]phenanthrene Chemical compound C1C=C2C[C@@H](OO)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 JMMMHJWHJMBHOK-DPAQBDIFSA-N 0.000 description 18
- 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 18
- JVTAAEKCZFNVCJ-UHFFFAOYSA-M Lactate Chemical compound CC(O)C([O-])=O JVTAAEKCZFNVCJ-UHFFFAOYSA-M 0.000 description 18
- 238000004817 gas chromatography Methods 0.000 description 18
- 239000008103 glucose Substances 0.000 description 18
- 108090000623 proteins and genes Proteins 0.000 description 18
- WWUZIQQURGPMPG-KRWOKUGFSA-N sphingosine Chemical compound CCCCCCCCCCCCC\C=C\[C@@H](O)[C@@H](N)CO WWUZIQQURGPMPG-KRWOKUGFSA-N 0.000 description 18
- DUYSYHSSBDVJSM-KRWOKUGFSA-N sphingosine 1-phosphate Chemical compound CCCCCCCCCCCCC\C=C\[C@@H](O)[C@@H](N)COP(O)(O)=O DUYSYHSSBDVJSM-KRWOKUGFSA-N 0.000 description 18
- OSJPPGNTCRNQQC-UWTATZPHSA-N 3-phospho-D-glyceric acid Chemical compound OC(=O)[C@H](O)COP(O)(O)=O OSJPPGNTCRNQQC-UWTATZPHSA-N 0.000 description 17
- JPIJQSOTBSSVTP-GBXIJSLDSA-N D-threonic acid Chemical compound OC[C@@H](O)[C@H](O)C(O)=O JPIJQSOTBSSVTP-GBXIJSLDSA-N 0.000 description 17
- 235000018102 proteins Nutrition 0.000 description 17
- 102000004169 proteins and genes Human genes 0.000 description 17
- 239000000126 substance Substances 0.000 description 17
- OSJPPGNTCRNQQC-UHFFFAOYSA-N 3-phosphoglyceric acid Chemical compound OC(=O)C(O)COP(O)(O)=O OSJPPGNTCRNQQC-UHFFFAOYSA-N 0.000 description 16
- 238000001294 liquid chromatography-tandem mass spectrometry Methods 0.000 description 16
- WTJKGGKOPKCXLL-RRHRGVEJSA-N phosphatidylcholine Chemical compound CCCCCCCCCCCCCCCC(=O)OC[C@H](COP([O-])(=O)OCC[N+](C)(C)C)OC(=O)CCCCCCCC=CCCCCCCCC WTJKGGKOPKCXLL-RRHRGVEJSA-N 0.000 description 16
- QZAYGJVTTNCVMB-UHFFFAOYSA-N serotonin Chemical compound C1=C(O)C=C2C(CCN)=CNC2=C1 QZAYGJVTTNCVMB-UHFFFAOYSA-N 0.000 description 16
- 210000002966 serum Anatomy 0.000 description 16
- OKKJLVBELUTLKV-UHFFFAOYSA-N Methanol Chemical compound OC OKKJLVBELUTLKV-UHFFFAOYSA-N 0.000 description 15
- 238000000540 analysis of variance Methods 0.000 description 15
- RYCNUMLMNKHWPZ-SNVBAGLBSA-N 1-acetyl-sn-glycero-3-phosphocholine Chemical compound CC(=O)OC[C@@H](O)COP([O-])(=O)OCC[N+](C)(C)C RYCNUMLMNKHWPZ-SNVBAGLBSA-N 0.000 description 14
- 239000000203 mixture Substances 0.000 description 14
- 238000002290 gas chromatography-mass spectrometry Methods 0.000 description 13
- 238000003908 quality control method Methods 0.000 description 13
- HMFHBZSHGGEWLO-SOOFDHNKSA-N D-ribofuranose Chemical compound OC[C@H]1OC(O)[C@H](O)[C@@H]1O HMFHBZSHGGEWLO-SOOFDHNKSA-N 0.000 description 12
- 102000004190 Enzymes Human genes 0.000 description 12
- 108090000790 Enzymes Proteins 0.000 description 12
- PYMYPHUHKUWMLA-LMVFSUKVSA-N Ribose Natural products OC[C@@H](O)[C@@H](O)[C@@H](O)C=O PYMYPHUHKUWMLA-LMVFSUKVSA-N 0.000 description 12
- HMFHBZSHGGEWLO-UHFFFAOYSA-N alpha-D-Furanose-Ribose Natural products OCC1OC(O)C(O)C1O HMFHBZSHGGEWLO-UHFFFAOYSA-N 0.000 description 12
- 235000018417 cysteine Nutrition 0.000 description 12
- XUJNEKJLAYXESH-UHFFFAOYSA-N cysteine Natural products SCC(N)C(O)=O XUJNEKJLAYXESH-UHFFFAOYSA-N 0.000 description 12
- 238000002474 experimental method Methods 0.000 description 12
- 238000012360 testing method Methods 0.000 description 12
- 238000011534 incubation Methods 0.000 description 11
- 150000002632 lipids Chemical class 0.000 description 10
- 238000002414 normal-phase solid-phase extraction Methods 0.000 description 10
- 238000007637 random forest analysis Methods 0.000 description 10
- 239000006228 supernatant Substances 0.000 description 10
- 229960003080 taurine Drugs 0.000 description 10
- LEVWYRKDKASIDU-QWWZWVQMSA-N D-cystine Chemical compound OC(=O)[C@H](N)CSSC[C@@H](N)C(O)=O LEVWYRKDKASIDU-QWWZWVQMSA-N 0.000 description 9
- YXFVVABEGXRONW-UHFFFAOYSA-N Toluene Chemical compound CC1=CC=CC=C1 YXFVVABEGXRONW-UHFFFAOYSA-N 0.000 description 9
- 239000003146 anticoagulant agent Substances 0.000 description 9
- 229940127219 anticoagulant drug Drugs 0.000 description 9
- 238000003556 assay Methods 0.000 description 9
- 230000008859 change Effects 0.000 description 9
- 229960003067 cystine Drugs 0.000 description 9
- KGIJOOYOSFUGPC-MSFIICATSA-N 5-Hydroxyeicosatetraenoic acid Chemical compound CCCCCC=CCC=CCC=C\C=C\[C@@H](O)CCCC(O)=O KGIJOOYOSFUGPC-MSFIICATSA-N 0.000 description 8
- JUJWROOIHBZHMG-UHFFFAOYSA-N Pyridine Chemical compound C1=CC=NC=C1 JUJWROOIHBZHMG-UHFFFAOYSA-N 0.000 description 8
- 210000004027 cell Anatomy 0.000 description 8
- OWEGMIWEEQEYGQ-UHFFFAOYSA-N 100676-05-9 Natural products OC1C(O)C(O)C(CO)OC1OCC1C(O)C(O)C(O)C(OC2C(OC(O)C(O)C2O)CO)O1 OWEGMIWEEQEYGQ-UHFFFAOYSA-N 0.000 description 7
- ZNHVWPKMFKADKW-LQWMCKPYSA-N 12(S)-HETE Chemical compound CCCCC\C=C/C[C@H](O)\C=C\C=C/C\C=C/CCCC(O)=O ZNHVWPKMFKADKW-LQWMCKPYSA-N 0.000 description 7
- 230000005526 G1 to G0 transition Effects 0.000 description 7
- GUBGYTABKSRVRQ-PICCSMPSSA-N Maltose Natural products O[C@@H]1[C@@H](O)[C@H](O)[C@@H](CO)O[C@@H]1O[C@@H]1[C@@H](CO)OC(O)[C@H](O)[C@H]1O GUBGYTABKSRVRQ-PICCSMPSSA-N 0.000 description 7
- 238000004590 computer program Methods 0.000 description 7
- 238000001212 derivatisation Methods 0.000 description 7
- 239000007788 liquid Substances 0.000 description 7
- 230000007774 longterm Effects 0.000 description 7
- 239000011159 matrix material Substances 0.000 description 7
- 238000002705 metabolomic analysis Methods 0.000 description 7
- 230000001431 metabolomic effect Effects 0.000 description 7
- 238000004885 tandem mass spectrometry Methods 0.000 description 7
- HNICUWMFWZBIFP-IRQZEAMPSA-N 13(S)-HODE Chemical compound CCCCC[C@H](O)\C=C\C=C/CCCCCCCC(O)=O HNICUWMFWZBIFP-IRQZEAMPSA-N 0.000 description 6
- JSFATNQSLKRBCI-UHFFFAOYSA-N 15-Hydroxyeicosatetraenoic acid Chemical compound CCCCCC(O)C=CC=CCC=CCC=CCCCC(O)=O JSFATNQSLKRBCI-UHFFFAOYSA-N 0.000 description 6
- WEVYAHXRMPXWCK-UHFFFAOYSA-N Acetonitrile Chemical compound CC#N WEVYAHXRMPXWCK-UHFFFAOYSA-N 0.000 description 6
- YMWUJEATGCHHMB-UHFFFAOYSA-N Dichloromethane Chemical compound ClCCl YMWUJEATGCHHMB-UHFFFAOYSA-N 0.000 description 6
- LFQSCWFLJHTTHZ-UHFFFAOYSA-N Ethanol Chemical compound CCO LFQSCWFLJHTTHZ-UHFFFAOYSA-N 0.000 description 6
- RHGKLRLOHDJJDR-BYPYZUCNSA-N L-citrulline Chemical compound NC(=O)NCCC[C@H]([NH3+])C([O-])=O RHGKLRLOHDJJDR-BYPYZUCNSA-N 0.000 description 6
- 238000005481 NMR spectroscopy Methods 0.000 description 6
- RHGKLRLOHDJJDR-UHFFFAOYSA-N Ndelta-carbamoyl-DL-ornithine Natural products OC(=O)C(N)CCCNC(N)=O RHGKLRLOHDJJDR-UHFFFAOYSA-N 0.000 description 6
- 229910019142 PO4 Inorganic materials 0.000 description 6
- 102000012005 alpha-2-HS-Glycoprotein Human genes 0.000 description 6
- 108010075843 alpha-2-HS-Glycoprotein Proteins 0.000 description 6
- KBZOIRJILGZLEJ-LGYYRGKSSA-N argipressin Chemical compound C([C@H]1C(=O)N[C@@H](CCC(N)=O)C(=O)N[C@@H](CC(N)=O)C(=O)N[C@@H](CSSC[C@@H](C(N[C@@H](CC=2C=CC(O)=CC=2)C(=O)N1)=O)N)C(=O)N1[C@@H](CCC1)C(=O)N[C@@H](CCCN=C(N)N)C(=O)NCC(N)=O)C1=CC=CC=C1 KBZOIRJILGZLEJ-LGYYRGKSSA-N 0.000 description 6
- 239000012620 biological material Substances 0.000 description 6
- 229960002173 citrulline Drugs 0.000 description 6
- 235000013477 citrulline Nutrition 0.000 description 6
- DDRJAANPRJIHGJ-UHFFFAOYSA-N creatinine Chemical compound CN1CC(=O)NC1=N DDRJAANPRJIHGJ-UHFFFAOYSA-N 0.000 description 6
- 230000000694 effects Effects 0.000 description 6
- 150000002066 eicosanoids Chemical class 0.000 description 6
- 239000010452 phosphate Substances 0.000 description 6
- 230000008569 process Effects 0.000 description 6
- 238000001303 quality assessment method Methods 0.000 description 6
- 239000000243 solution Substances 0.000 description 6
- ZDXPYRJPNDTMRX-VKHMYHEASA-N L-glutamine Chemical compound OC(=O)[C@@H](N)CCC(N)=O ZDXPYRJPNDTMRX-VKHMYHEASA-N 0.000 description 5
- 238000013459 approach Methods 0.000 description 5
- 238000006243 chemical reaction Methods 0.000 description 5
- 235000014113 dietary fatty acids Nutrition 0.000 description 5
- 238000013401 experimental design Methods 0.000 description 5
- 229930195729 fatty acid Natural products 0.000 description 5
- 239000000194 fatty acid Substances 0.000 description 5
- 150000004665 fatty acids Chemical class 0.000 description 5
- 238000004128 high performance liquid chromatography Methods 0.000 description 5
- 150000002500 ions Chemical class 0.000 description 5
- 238000004895 liquid chromatography mass spectrometry Methods 0.000 description 5
- 238000002203 pretreatment Methods 0.000 description 5
- KWDXKYNWAKMLKK-YQDZIVAPSA-N sphinga-4E,14Z-dienine Chemical compound CCC\C=C/CCCCCCCC\C=C\[C@@H](O)[C@@H](N)CO KWDXKYNWAKMLKK-YQDZIVAPSA-N 0.000 description 5
- 150000003410 sphingosines Chemical class 0.000 description 5
- 230000001225 therapeutic effect Effects 0.000 description 5
- SFLSHLFXELFNJZ-QMMMGPOBSA-N (-)-norepinephrine Chemical compound NC[C@H](O)C1=CC=C(O)C(O)=C1 SFLSHLFXELFNJZ-QMMMGPOBSA-N 0.000 description 4
- VIYKYVYAKVNDPS-HKGPVOKGSA-N (2s)-2-azanyl-3-[3,4-bis(oxidanyl)phenyl]propanoic acid Chemical compound OC(=O)[C@@H](N)CC1=CC=C(O)C(O)=C1.OC(=O)[C@@H](N)CC1=CC=C(O)C(O)=C1 VIYKYVYAKVNDPS-HKGPVOKGSA-N 0.000 description 4
- KGIJOOYOSFUGPC-XRXZHELTSA-N 5-hydroxyeicosatetraenoic acid Natural products CCCCCC=CCC=CCC=C\C=C\C(O)CCCC(O)=O KGIJOOYOSFUGPC-XRXZHELTSA-N 0.000 description 4
- 239000000275 Adrenocorticotropic Hormone Substances 0.000 description 4
- IJGRMHOSHXDMSA-UHFFFAOYSA-N Atomic nitrogen Chemical compound N#N IJGRMHOSHXDMSA-UHFFFAOYSA-N 0.000 description 4
- 102400000739 Corticotropin Human genes 0.000 description 4
- 101800000414 Corticotropin Proteins 0.000 description 4
- NBSCHQHZLSJFNQ-GASJEMHNSA-N D-Glucose 6-phosphate Chemical compound OC1O[C@H](COP(O)(O)=O)[C@@H](O)[C@H](O)[C@H]1O NBSCHQHZLSJFNQ-GASJEMHNSA-N 0.000 description 4
- VFRROHXSMXFLSN-UHFFFAOYSA-N Glc6P Natural products OP(=O)(O)OCC(O)C(O)C(O)C(O)C=O VFRROHXSMXFLSN-UHFFFAOYSA-N 0.000 description 4
- 206010018910 Haemolysis Diseases 0.000 description 4
- QNAYBMKLOCPYGJ-REOHCLBHSA-N L-alanine Chemical compound C[C@H](N)C(O)=O QNAYBMKLOCPYGJ-REOHCLBHSA-N 0.000 description 4
- 102000003982 Parathyroid hormone Human genes 0.000 description 4
- 108090000445 Parathyroid hormone Proteins 0.000 description 4
- NBIIXXVUZAFLBC-UHFFFAOYSA-N Phosphoric acid Chemical compound OP(O)(O)=O NBIIXXVUZAFLBC-UHFFFAOYSA-N 0.000 description 4
- 102000011923 Thyrotropin Human genes 0.000 description 4
- 108010061174 Thyrotropin Proteins 0.000 description 4
- 102000002852 Vasopressins Human genes 0.000 description 4
- 108010004977 Vasopressins Proteins 0.000 description 4
- UCTWMZQNUQWSLP-UHFFFAOYSA-N adrenaline Chemical compound CNCC(O)C1=CC=C(O)C(O)=C1 UCTWMZQNUQWSLP-UHFFFAOYSA-N 0.000 description 4
- 235000004279 alanine Nutrition 0.000 description 4
- 238000004364 calculation method Methods 0.000 description 4
- 125000004432 carbon atom Chemical group C* 0.000 description 4
- IDLFZVILOHSSID-OVLDLUHVSA-N corticotropin Chemical compound C([C@@H](C(=O)N[C@@H](CO)C(=O)N[C@@H](CCSC)C(=O)N[C@@H](CCC(O)=O)C(=O)N[C@@H](CC=1NC=NC=1)C(=O)N[C@@H](CC=1C=CC=CC=1)C(=O)N[C@@H](CCCNC(N)=N)C(=O)N[C@@H](CC=1C2=CC=CC=C2NC=1)C(=O)NCC(=O)N[C@@H](CCCCN)C(=O)N1[C@@H](CCC1)C(=O)N[C@@H](C(C)C)C(=O)NCC(=O)N[C@@H](CCCCN)C(=O)N[C@@H](CCCCN)C(=O)N[C@@H](CCCNC(N)=N)C(=O)N[C@@H](CCCNC(N)=N)C(=O)N1[C@@H](CCC1)C(=O)N[C@@H](C(C)C)C(=O)N[C@@H](CCCCN)C(=O)N[C@@H](C(C)C)C(=O)N[C@@H](CC=1C=CC(O)=CC=1)C(=O)N1[C@@H](CCC1)C(=O)N[C@@H](CC(N)=O)C(=O)NCC(=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](CCC(O)=O)C(=O)N[C@@H](CO)C(=O)N[C@@H](C)C(=O)N[C@@H](CCC(O)=O)C(=O)N[C@@H](C)C(=O)N[C@@H](CC=1C=CC=CC=1)C(=O)N1[C@@H](CCC1)C(=O)N[C@@H](CC(C)C)C(=O)N[C@@H](CCC(O)=O)C(=O)N[C@@H](CC=1C=CC=CC=1)C(O)=O)NC(=O)[C@@H](N)CO)C1=CC=C(O)C=C1 IDLFZVILOHSSID-OVLDLUHVSA-N 0.000 description 4
- 229960000258 corticotropin Drugs 0.000 description 4
- 238000005516 engineering process Methods 0.000 description 4
- 230000008588 hemolysis Effects 0.000 description 4
- 230000000977 initiatory effect Effects 0.000 description 4
- 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 4
- 238000007884 metabolite profiling Methods 0.000 description 4
- BDAGIHXWWSANSR-UHFFFAOYSA-N methanoic acid Natural products OC=O BDAGIHXWWSANSR-UHFFFAOYSA-N 0.000 description 4
- 229960002748 norepinephrine Drugs 0.000 description 4
- SFLSHLFXELFNJZ-UHFFFAOYSA-N norepinephrine Natural products NCC(O)C1=CC=C(O)C(O)=C1 SFLSHLFXELFNJZ-UHFFFAOYSA-N 0.000 description 4
- 239000000199 parathyroid hormone Substances 0.000 description 4
- 229960001319 parathyroid hormone Drugs 0.000 description 4
- 150000002972 pentoses Chemical class 0.000 description 4
- UMJSCPRVCHMLSP-UHFFFAOYSA-N pyridine Natural products COC1=CC=CN=C1 UMJSCPRVCHMLSP-UHFFFAOYSA-N 0.000 description 4
- 238000012772 sequence design Methods 0.000 description 4
- 229940076279 serotonin Drugs 0.000 description 4
- 238000006884 silylation reaction Methods 0.000 description 4
- 241000894007 species Species 0.000 description 4
- 238000006227 trimethylsilylation reaction Methods 0.000 description 4
- 229960003726 vasopressin Drugs 0.000 description 4
- XLYOFNOQVPJJNP-UHFFFAOYSA-N water Substances O XLYOFNOQVPJJNP-UHFFFAOYSA-N 0.000 description 4
- KUKJHGXXZWHSBG-WBGSEQOASA-N 12S-HHTrE Chemical compound CCCCC[C@H](O)\C=C\C=C\C\C=C/CCCC(O)=O KUKJHGXXZWHSBG-WBGSEQOASA-N 0.000 description 3
- DBTMGCOVALSLOR-UHFFFAOYSA-N 32-alpha-galactosyl-3-alpha-galactosyl-galactose Natural products OC1C(O)C(O)C(CO)OC1OC1C(O)C(OC2C(C(CO)OC(O)C2O)O)OC(CO)C1O DBTMGCOVALSLOR-UHFFFAOYSA-N 0.000 description 3
- CUHJQOVOXFVMSQ-UHFFFAOYSA-N 9-hydroxyoctadeca-2,4-dienoic acid Chemical compound CCCCCCCCCC(O)CCCC=CC=CC(O)=O CUHJQOVOXFVMSQ-UHFFFAOYSA-N 0.000 description 3
- YDNKGFDKKRUKPY-JHOUSYSJSA-N C16 ceramide Natural products CCCCCCCCCCCCCCCC(=O)N[C@@H](CO)[C@H](O)C=CCCCCCCCCCCCCC YDNKGFDKKRUKPY-JHOUSYSJSA-N 0.000 description 3
- VITGNIYTXHNNNE-LHMZYYNSSA-N C17 Sphingosine-1-phosphate Chemical compound CCCCCCCCCCCC\C=C\[C@@H](O)[C@@H]([NH3+])COP(O)([O-])=O VITGNIYTXHNNNE-LHMZYYNSSA-N 0.000 description 3
- RXVWSYJTUUKTEA-UHFFFAOYSA-N D-maltotriose Natural products OC1C(O)C(OC(C(O)CO)C(O)C(O)C=O)OC(CO)C1OC1C(O)C(O)C(O)C(CO)O1 RXVWSYJTUUKTEA-UHFFFAOYSA-N 0.000 description 3
- 238000004252 FT/ICR mass spectrometry Methods 0.000 description 3
- 241001465754 Metazoa Species 0.000 description 3
- CRJGESKKUOMBCT-VQTJNVASSA-N N-acetylsphinganine Chemical compound CCCCCCCCCCCCCCC[C@@H](O)[C@H](CO)NC(C)=O CRJGESKKUOMBCT-VQTJNVASSA-N 0.000 description 3
- 108010026552 Proteome Proteins 0.000 description 3
- LEHOTFFKMJEONL-UHFFFAOYSA-N Uric Acid Chemical compound N1C(=O)NC(=O)C2=C1NC(=O)N2 LEHOTFFKMJEONL-UHFFFAOYSA-N 0.000 description 3
- TVWHNULVHGKJHS-UHFFFAOYSA-N Uric acid Natural products N1C(=O)NC(=O)C2NC(=O)NC21 TVWHNULVHGKJHS-UHFFFAOYSA-N 0.000 description 3
- 239000012491 analyte Substances 0.000 description 3
- 239000000427 antigen Substances 0.000 description 3
- 108091007433 antigens Proteins 0.000 description 3
- 102000036639 antigens Human genes 0.000 description 3
- 238000000738 capillary electrophoresis-mass spectrometry Methods 0.000 description 3
- 150000003943 catecholamines Chemical class 0.000 description 3
- 229940106189 ceramide Drugs 0.000 description 3
- ZVEQCJWYRWKARO-UHFFFAOYSA-N ceramide Natural products CCCCCCCCCCCCCCC(O)C(=O)NC(CO)C(O)C=CCCC=C(C)CCCCCCCCC ZVEQCJWYRWKARO-UHFFFAOYSA-N 0.000 description 3
- 238000013375 chromatographic separation Methods 0.000 description 3
- 238000001816 cooling Methods 0.000 description 3
- 229940109239 creatinine Drugs 0.000 description 3
- 230000003292 diminished effect Effects 0.000 description 3
- 239000012634 fragment Substances 0.000 description 3
- 238000007710 freezing Methods 0.000 description 3
- 230000008014 freezing Effects 0.000 description 3
- 239000007789 gas Substances 0.000 description 3
- 238000000338 in vitro Methods 0.000 description 3
- 230000006698 induction Effects 0.000 description 3
- 238000001095 inductively coupled plasma mass spectrometry Methods 0.000 description 3
- 238000007726 management method Methods 0.000 description 3
- FYGDTMLNYKFZSV-UHFFFAOYSA-N mannotriose Natural products OC1C(O)C(O)C(CO)OC1OC1C(CO)OC(OC2C(OC(O)C(O)C2O)CO)C(O)C1O FYGDTMLNYKFZSV-UHFFFAOYSA-N 0.000 description 3
- 239000000463 material Substances 0.000 description 3
- 230000002503 metabolic effect Effects 0.000 description 3
- 230000007935 neutral effect Effects 0.000 description 3
- VVGIYYKRAMHVLU-UHFFFAOYSA-N newbouldiamide Natural products CCCCCCCCCCCCCCCCCCCC(O)C(O)C(O)C(CO)NC(=O)CCCCCCCCCCCCCCCCC VVGIYYKRAMHVLU-UHFFFAOYSA-N 0.000 description 3
- 230000003287 optical effect Effects 0.000 description 3
- 210000000056 organ Anatomy 0.000 description 3
- 238000005191 phase separation Methods 0.000 description 3
- 238000001556 precipitation Methods 0.000 description 3
- 238000002360 preparation method Methods 0.000 description 3
- 230000006920 protein precipitation Effects 0.000 description 3
- 238000000009 pyrolysis mass spectrometry Methods 0.000 description 3
- 238000011002 quantification Methods 0.000 description 3
- 238000003127 radioimmunoassay Methods 0.000 description 3
- 230000004044 response Effects 0.000 description 3
- 125000005480 straight-chain fatty acid group Chemical group 0.000 description 3
- 238000001269 time-of-flight mass spectrometry Methods 0.000 description 3
- 210000001519 tissue Anatomy 0.000 description 3
- 229940116269 uric acid Drugs 0.000 description 3
- FYGDTMLNYKFZSV-BYLHFPJWSA-N β-1,4-galactotrioside Chemical compound O[C@@H]1[C@@H](O)[C@H](O)[C@@H](CO)O[C@H]1O[C@@H]1[C@H](CO)O[C@@H](O[C@@H]2[C@@H](O[C@@H](O)[C@H](O)[C@H]2O)CO)[C@H](O)[C@H]1O FYGDTMLNYKFZSV-BYLHFPJWSA-N 0.000 description 3
- CUKWUWBLQQDQAC-VEQWQPCFSA-N (3s)-3-amino-4-[[(2s)-1-[[(2s)-1-[[(2s)-1-[[(2s,3s)-1-[[(2s)-1-[(2s)-2-[[(1s)-1-carboxyethyl]carbamoyl]pyrrolidin-1-yl]-3-(1h-imidazol-5-yl)-1-oxopropan-2-yl]amino]-3-methyl-1-oxopentan-2-yl]amino]-3-(4-hydroxyphenyl)-1-oxopropan-2-yl]amino]-3-methyl-1-ox Chemical compound C([C@@H](C(=O)N[C@@H]([C@@H](C)CC)C(=O)N[C@@H](CC=1NC=NC=1)C(=O)N1[C@@H](CCC1)C(=O)N[C@@H](C)C(O)=O)NC(=O)[C@@H](NC(=O)[C@H](CCCN=C(N)N)NC(=O)[C@@H](N)CC(O)=O)C(C)C)C1=CC=C(O)C=C1 CUKWUWBLQQDQAC-VEQWQPCFSA-N 0.000 description 2
- DCJBINATHQHPKO-TYAUOURKSA-N (5Z,11Z,14Z)-8,9-dihydroxyicosatrienoic acid Chemical compound CCCCC\C=C/C\C=C/CC(O)C(O)C\C=C/CCCC(O)=O DCJBINATHQHPKO-TYAUOURKSA-N 0.000 description 2
- GCZRCCHPLVMMJE-JVNZAOJVSA-N (5e,8e,12e,14e)-11-hydroxyicosa-5,8,12,14-tetraenoic acid Chemical compound CCCCC\C=C\C=C\C(O)C\C=C\C\C=C\CCCC(O)=O GCZRCCHPLVMMJE-JVNZAOJVSA-N 0.000 description 2
- UCTWMZQNUQWSLP-VIFPVBQESA-N (R)-adrenaline Chemical compound CNC[C@H](O)C1=CC=C(O)C(O)=C1 UCTWMZQNUQWSLP-VIFPVBQESA-N 0.000 description 2
- 229930182837 (R)-adrenaline Natural products 0.000 description 2
- 108091032973 (ribonucleotides)n+m Proteins 0.000 description 2
- OSWFIVFLDKOXQC-UHFFFAOYSA-N 4-(3-methoxyphenyl)aniline Chemical compound COC1=CC=CC(C=2C=CC(N)=CC=2)=C1 OSWFIVFLDKOXQC-UHFFFAOYSA-N 0.000 description 2
- 150000000668 8-HETE derivatives Chemical class 0.000 description 2
- KROOJMCNWRRPCC-UHFFFAOYSA-N 8-hydroxyeicosatetraenoic acid Natural products CCCCCC=CCC=CCC=C(O)CC=CCCCC(O)=O KROOJMCNWRRPCC-UHFFFAOYSA-N 0.000 description 2
- LIBBWEZNMNXORM-UHFFFAOYSA-N 8-hydroxyicosa-2,4,6,8-tetraenoic acid Chemical compound CCCCCCCCCCCC=C(O)C=CC=CC=CC(O)=O LIBBWEZNMNXORM-UHFFFAOYSA-N 0.000 description 2
- 102400000345 Angiotensin-2 Human genes 0.000 description 2
- 101800000733 Angiotensin-2 Proteins 0.000 description 2
- HEDRZPFGACZZDS-UHFFFAOYSA-N Chloroform Chemical compound ClC(Cl)Cl HEDRZPFGACZZDS-UHFFFAOYSA-N 0.000 description 2
- 206010053567 Coagulopathies Diseases 0.000 description 2
- 102000016359 Fibronectins Human genes 0.000 description 2
- 108010067306 Fibronectins Proteins 0.000 description 2
- 238000005033 Fourier transform infrared spectroscopy Methods 0.000 description 2
- 102400000321 Glucagon Human genes 0.000 description 2
- 108060003199 Glucagon Proteins 0.000 description 2
- HTTJABKRGRZYRN-UHFFFAOYSA-N Heparin Chemical compound OC1C(NC(=O)C)C(O)OC(COS(O)(=O)=O)C1OC1C(OS(O)(=O)=O)C(O)C(OC2C(C(OS(O)(=O)=O)C(OC3C(C(O)C(O)C(O3)C(O)=O)OS(O)(=O)=O)C(CO)O2)NS(O)(=O)=O)C(C(O)=O)O1 HTTJABKRGRZYRN-UHFFFAOYSA-N 0.000 description 2
- 101001051973 Homo sapiens Fibroblast growth factor 23 Proteins 0.000 description 2
- VEXZGXHMUGYJMC-UHFFFAOYSA-N Hydrochloric acid Chemical compound Cl VEXZGXHMUGYJMC-UHFFFAOYSA-N 0.000 description 2
- 102000004877 Insulin Human genes 0.000 description 2
- 108090001061 Insulin Proteins 0.000 description 2
- KFZMGEQAYNKOFK-UHFFFAOYSA-N Isopropanol Chemical compound CC(C)O KFZMGEQAYNKOFK-UHFFFAOYSA-N 0.000 description 2
- 102000015636 Oligopeptides Human genes 0.000 description 2
- 108010038807 Oligopeptides Proteins 0.000 description 2
- 102100028255 Renin Human genes 0.000 description 2
- 108090000783 Renin Proteins 0.000 description 2
- 108700008625 Reporter Genes Proteins 0.000 description 2
- 238000000692 Student's t-test Methods 0.000 description 2
- 238000010811 Ultra-Performance Liquid Chromatography-Tandem Mass Spectrometry Methods 0.000 description 2
- GXBMIBRIOWHPDT-UHFFFAOYSA-N Vasopressin Natural products N1C(=O)C(CC=2C=C(O)C=CC=2)NC(=O)C(N)CSSCC(C(=O)N2C(CCC2)C(=O)NC(CCCN=C(N)N)C(=O)NCC(N)=O)NC(=O)C(CC(N)=O)NC(=O)C(CCC(N)=O)NC(=O)C1CC1=CC=CC=C1 GXBMIBRIOWHPDT-UHFFFAOYSA-N 0.000 description 2
- 102100026383 Vasopressin-neurophysin 2-copeptin Human genes 0.000 description 2
- 230000001133 acceleration Effects 0.000 description 2
- 229910000147 aluminium phosphate Inorganic materials 0.000 description 2
- 125000000539 amino acid group Chemical group 0.000 description 2
- 229950006323 angiotensin ii Drugs 0.000 description 2
- 238000000149 argon plasma sintering Methods 0.000 description 2
- 238000004166 bioassay Methods 0.000 description 2
- 230000008512 biological response Effects 0.000 description 2
- 238000001574 biopsy Methods 0.000 description 2
- 210000001124 body fluid Anatomy 0.000 description 2
- 239000010839 body fluid Substances 0.000 description 2
- 229910052799 carbon Inorganic materials 0.000 description 2
- 125000002915 carbonyl group Chemical group [*:2]C([*:1])=O 0.000 description 2
- 238000004587 chromatography analysis Methods 0.000 description 2
- 238000007635 classification algorithm Methods 0.000 description 2
- 230000035602 clotting Effects 0.000 description 2
- 238000005345 coagulation Methods 0.000 description 2
- 230000015271 coagulation Effects 0.000 description 2
- 238000007405 data analysis Methods 0.000 description 2
- XEYBRNLFEZDVAW-ARSRFYASSA-N dinoprostone Chemical compound CCCCC[C@H](O)\C=C\[C@H]1[C@H](O)CC(=O)[C@@H]1C\C=C/CCCC(O)=O XEYBRNLFEZDVAW-ARSRFYASSA-N 0.000 description 2
- 229960002986 dinoprostone Drugs 0.000 description 2
- 201000010099 disease Diseases 0.000 description 2
- 208000037265 diseases, disorders, signs and symptoms Diseases 0.000 description 2
- 238000010828 elution Methods 0.000 description 2
- 230000002255 enzymatic effect Effects 0.000 description 2
- 238000006911 enzymatic reaction Methods 0.000 description 2
- 229960005139 epinephrine Drugs 0.000 description 2
- 239000000284 extract Substances 0.000 description 2
- 235000019253 formic acid Nutrition 0.000 description 2
- 238000013467 fragmentation Methods 0.000 description 2
- 238000006062 fragmentation reaction Methods 0.000 description 2
- MASNOZXLGMXCHN-ZLPAWPGGSA-N glucagon Chemical compound C([C@@H](C(=O)N[C@H](C(=O)N[C@@H](CCC(N)=O)C(=O)N[C@@H](CC=1C2=CC=CC=C2NC=1)C(=O)N[C@@H](CC(C)C)C(=O)N[C@@H](CCSC)C(=O)N[C@@H](CC(N)=O)C(=O)N[C@@H]([C@@H](C)O)C(O)=O)C(C)C)NC(=O)[C@H](CC(O)=O)NC(=O)[C@H](CCC(N)=O)NC(=O)[C@H](C)NC(=O)[C@H](CCCNC(N)=N)NC(=O)[C@H](CCCNC(N)=N)NC(=O)[C@H](CO)NC(=O)[C@H](CC(O)=O)NC(=O)[C@H](CC(C)C)NC(=O)[C@H](CC=1C=CC(O)=CC=1)NC(=O)[C@H](CCCCN)NC(=O)[C@H](CO)NC(=O)[C@H](CC=1C=CC(O)=CC=1)NC(=O)[C@H](CC(O)=O)NC(=O)[C@H](CO)NC(=O)[C@@H](NC(=O)[C@H](CC=1C=CC=CC=1)NC(=O)[C@@H](NC(=O)CNC(=O)[C@H](CCC(N)=O)NC(=O)[C@H](CO)NC(=O)[C@@H](N)CC=1NC=NC=1)[C@@H](C)O)[C@@H](C)O)C1=CC=CC=C1 MASNOZXLGMXCHN-ZLPAWPGGSA-N 0.000 description 2
- 229960004666 glucagon Drugs 0.000 description 2
- AWUCVROLDVIAJX-UHFFFAOYSA-N glycerol 1-phosphate Chemical compound OCC(O)COP(O)(O)=O AWUCVROLDVIAJX-UHFFFAOYSA-N 0.000 description 2
- 229960002897 heparin Drugs 0.000 description 2
- 229920000669 heparin Polymers 0.000 description 2
- XNXVOSBNFZWHBV-UHFFFAOYSA-N hydron;o-methylhydroxylamine;chloride Chemical compound Cl.CON XNXVOSBNFZWHBV-UHFFFAOYSA-N 0.000 description 2
- 238000001802 infusion Methods 0.000 description 2
- 238000002347 injection Methods 0.000 description 2
- 239000007924 injection Substances 0.000 description 2
- 229940125396 insulin Drugs 0.000 description 2
- 230000014759 maintenance of location Effects 0.000 description 2
- 238000005259 measurement Methods 0.000 description 2
- MYWUZJCMWCOHBA-VIFPVBQESA-N methamphetamine Chemical compound CN[C@@H](C)CC1=CC=CC=C1 MYWUZJCMWCOHBA-VIFPVBQESA-N 0.000 description 2
- 229960001252 methamphetamine Drugs 0.000 description 2
- 238000002493 microarray Methods 0.000 description 2
- VLKZOEOYAKHREP-UHFFFAOYSA-N n-Hexane Chemical compound CCCCCC VLKZOEOYAKHREP-UHFFFAOYSA-N 0.000 description 2
- 229910052757 nitrogen Inorganic materials 0.000 description 2
- 239000003960 organic solvent Substances 0.000 description 2
- 238000007427 paired t-test Methods 0.000 description 2
- 238000007781 pre-processing Methods 0.000 description 2
- 108090000765 processed proteins & peptides Proteins 0.000 description 2
- BHMBVRSPMRCCGG-OUTUXVNYSA-N prostaglandin D2 Chemical compound CCCCC[C@H](O)\C=C\[C@@H]1[C@@H](C\C=C/CCCC(O)=O)[C@@H](O)CC1=O BHMBVRSPMRCCGG-OUTUXVNYSA-N 0.000 description 2
- XEYBRNLFEZDVAW-UHFFFAOYSA-N prostaglandin E2 Natural products CCCCCC(O)C=CC1C(O)CC(=O)C1CC=CCCCC(O)=O XEYBRNLFEZDVAW-UHFFFAOYSA-N 0.000 description 2
- BHMBVRSPMRCCGG-UHFFFAOYSA-N prostaglandine D2 Natural products CCCCCC(O)C=CC1C(CC=CCCCC(O)=O)C(O)CC1=O BHMBVRSPMRCCGG-UHFFFAOYSA-N 0.000 description 2
- 238000000575 proteomic method Methods 0.000 description 2
- 238000005173 quadrupole mass spectroscopy Methods 0.000 description 2
- 239000013074 reference sample Substances 0.000 description 2
- 238000011160 research Methods 0.000 description 2
- 238000002098 selective ion monitoring Methods 0.000 description 2
- 238000002553 single reaction monitoring Methods 0.000 description 2
- -1 small molecule compound Chemical class 0.000 description 2
- 239000007790 solid phase Substances 0.000 description 2
- 150000003408 sphingolipids Chemical class 0.000 description 2
- 238000007619 statistical method Methods 0.000 description 2
- 239000000758 substrate Substances 0.000 description 2
- 230000009897 systematic effect Effects 0.000 description 2
- 238000012546 transfer Methods 0.000 description 2
- 238000004704 ultra performance liquid chromatography Methods 0.000 description 2
- 210000002700 urine Anatomy 0.000 description 2
- 238000010200 validation analysis Methods 0.000 description 2
- FMNQRUKVXAQEAZ-JNRFBPFXSA-N (5z,8s,9r,10e,12s)-9,12-dihydroxy-8-[(1s)-1-hydroxy-3-oxopropyl]heptadeca-5,10-dienoic acid Chemical compound CCCCC[C@H](O)\C=C\[C@@H](O)[C@H]([C@@H](O)CC=O)C\C=C/CCCC(O)=O FMNQRUKVXAQEAZ-JNRFBPFXSA-N 0.000 description 1
- 102000040650 (ribonucleotides)n+m Human genes 0.000 description 1
- 102000007469 Actins Human genes 0.000 description 1
- 108010085238 Actins Proteins 0.000 description 1
- 108091023037 Aptamer Proteins 0.000 description 1
- 241000894006 Bacteria Species 0.000 description 1
- 241000283707 Capra Species 0.000 description 1
- 241000700199 Cavia porcellus Species 0.000 description 1
- 102000004127 Cytokines Human genes 0.000 description 1
- 108090000695 Cytokines Proteins 0.000 description 1
- 108020004414 DNA Proteins 0.000 description 1
- XPDXVDYUQZHFPV-UHFFFAOYSA-N Dansyl Chloride Chemical compound C1=CC=C2C(N(C)C)=CC=CC2=C1S(Cl)(=O)=O XPDXVDYUQZHFPV-UHFFFAOYSA-N 0.000 description 1
- 208000032368 Device malfunction Diseases 0.000 description 1
- 241000283074 Equus asinus Species 0.000 description 1
- 241000282326 Felis catus Species 0.000 description 1
- 208000033962 Fontaine progeroid syndrome Diseases 0.000 description 1
- 241000124008 Mammalia Species 0.000 description 1
- 206010028980 Neoplasm Diseases 0.000 description 1
- 241001494479 Pecora Species 0.000 description 1
- 241000288906 Primates Species 0.000 description 1
- 102000003946 Prolactin Human genes 0.000 description 1
- 108010057464 Prolactin Proteins 0.000 description 1
- 238000001069 Raman spectroscopy Methods 0.000 description 1
- XNRNNGPBEPRNAR-UHFFFAOYSA-N Thromboxane B2 Natural products CCCCCC(O)C=CC1OC(O)CC(O)C1CC=CCCCC(O)=O XNRNNGPBEPRNAR-UHFFFAOYSA-N 0.000 description 1
- 241000700605 Viruses Species 0.000 description 1
- 239000002253 acid Substances 0.000 description 1
- 239000008186 active pharmaceutical agent Substances 0.000 description 1
- 238000001042 affinity chromatography Methods 0.000 description 1
- 230000004075 alteration Effects 0.000 description 1
- 150000001413 amino acids Chemical group 0.000 description 1
- 239000007864 aqueous solution Substances 0.000 description 1
- 125000003118 aryl group Chemical group 0.000 description 1
- 239000012472 biological sample Substances 0.000 description 1
- 238000009932 biopreservation Methods 0.000 description 1
- 210000001772 blood platelet Anatomy 0.000 description 1
- 238000011088 calibration curve Methods 0.000 description 1
- 201000011510 cancer Diseases 0.000 description 1
- 230000015556 catabolic process Effects 0.000 description 1
- 230000001413 cellular effect Effects 0.000 description 1
- 238000010224 classification analysis Methods 0.000 description 1
- 230000001143 conditioned effect Effects 0.000 description 1
- 239000000356 contaminant Substances 0.000 description 1
- 238000012937 correction Methods 0.000 description 1
- 238000013079 data visualisation Methods 0.000 description 1
- 238000006731 degradation reaction Methods 0.000 description 1
- 238000003745 diagnosis Methods 0.000 description 1
- 238000002405 diagnostic procedure Methods 0.000 description 1
- 238000010790 dilution Methods 0.000 description 1
- 239000012895 dilution Substances 0.000 description 1
- 238000010494 dissociation reaction Methods 0.000 description 1
- 230000005593 dissociations Effects 0.000 description 1
- 238000000835 electrochemical detection Methods 0.000 description 1
- 238000000132 electrospray ionisation Methods 0.000 description 1
- 230000005183 environmental health Effects 0.000 description 1
- 230000001747 exhibiting effect Effects 0.000 description 1
- 238000000605 extraction Methods 0.000 description 1
- 238000001914 filtration Methods 0.000 description 1
- 239000012530 fluid Substances 0.000 description 1
- 238000002546 full scan Methods 0.000 description 1
- 230000014509 gene expression Effects 0.000 description 1
- 238000011331 genomic analysis Methods 0.000 description 1
- 239000003365 glass fiber Substances 0.000 description 1
- 238000003306 harvesting Methods 0.000 description 1
- 238000010438 heat treatment Methods 0.000 description 1
- 239000001307 helium Substances 0.000 description 1
- 229910052734 helium Inorganic materials 0.000 description 1
- SWQJXJOGLNCZEY-UHFFFAOYSA-N helium atom Chemical compound [He] SWQJXJOGLNCZEY-UHFFFAOYSA-N 0.000 description 1
- 229940088597 hormone Drugs 0.000 description 1
- 239000005556 hormone Substances 0.000 description 1
- 230000036039 immunity Effects 0.000 description 1
- 238000003018 immunoassay Methods 0.000 description 1
- 239000003112 inhibitor Substances 0.000 description 1
- 238000000752 ionisation method Methods 0.000 description 1
- 229910052747 lanthanoid Inorganic materials 0.000 description 1
- 150000002602 lanthanoids Chemical class 0.000 description 1
- 238000011068 loading method Methods 0.000 description 1
- 229920002521 macromolecule Polymers 0.000 description 1
- 238000002595 magnetic resonance imaging Methods 0.000 description 1
- 238000001819 mass spectrum Methods 0.000 description 1
- 238000007620 mathematical function Methods 0.000 description 1
- 235000013336 milk Nutrition 0.000 description 1
- 239000008267 milk Substances 0.000 description 1
- 210000004080 milk Anatomy 0.000 description 1
- 238000012986 modification Methods 0.000 description 1
- 230000004048 modification Effects 0.000 description 1
- 238000002552 multiple reaction monitoring Methods 0.000 description 1
- SYSQUGFVNFXIIT-UHFFFAOYSA-N n-[4-(1,3-benzoxazol-2-yl)phenyl]-4-nitrobenzenesulfonamide Chemical class C1=CC([N+](=O)[O-])=CC=C1S(=O)(=O)NC1=CC=C(C=2OC3=CC=CC=C3N=2)C=C1 SYSQUGFVNFXIIT-UHFFFAOYSA-N 0.000 description 1
- 108020004707 nucleic acids Proteins 0.000 description 1
- 102000039446 nucleic acids Human genes 0.000 description 1
- 150000007523 nucleic acids Chemical class 0.000 description 1
- 239000000813 peptide hormone Substances 0.000 description 1
- 230000009120 phenotypic response Effects 0.000 description 1
- 230000010118 platelet activation Effects 0.000 description 1
- 229920001184 polypeptide Polymers 0.000 description 1
- 230000003389 potentiating effect Effects 0.000 description 1
- 230000001376 precipitating effect Effects 0.000 description 1
- 102000004196 processed proteins & peptides Human genes 0.000 description 1
- 239000000047 product Substances 0.000 description 1
- 229940097325 prolactin Drugs 0.000 description 1
- 238000000159 protein binding assay Methods 0.000 description 1
- 238000000746 purification Methods 0.000 description 1
- 238000000275 quality assurance Methods 0.000 description 1
- 238000010833 quantitative mass spectrometry Methods 0.000 description 1
- 210000003296 saliva Anatomy 0.000 description 1
- 238000012216 screening Methods 0.000 description 1
- 238000010845 search algorithm Methods 0.000 description 1
- 238000012764 semi-quantitative analysis Methods 0.000 description 1
- 238000001542 size-exclusion chromatography Methods 0.000 description 1
- 239000007787 solid Substances 0.000 description 1
- 239000002904 solvent Substances 0.000 description 1
- 238000004611 spectroscopical analysis Methods 0.000 description 1
- 238000000528 statistical test Methods 0.000 description 1
- 230000001954 sterilising effect Effects 0.000 description 1
- 238000012706 support-vector machine Methods 0.000 description 1
- 230000002195 synergetic effect Effects 0.000 description 1
- 238000012353 t test Methods 0.000 description 1
- 238000004809 thin layer chromatography Methods 0.000 description 1
- 231100000027 toxicology Toxicity 0.000 description 1
- 238000011282 treatment Methods 0.000 description 1
- 238000013024 troubleshooting Methods 0.000 description 1
- 238000001195 ultra high performance liquid chromatography Methods 0.000 description 1
- 238000000108 ultra-filtration Methods 0.000 description 1
- 238000012795 verification Methods 0.000 description 1
- 239000002699 waste material Substances 0.000 description 1
- 239000003643 water by type Substances 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
- G01N33/483—Physical analysis of biological material
- G01N33/487—Physical analysis of biological material of liquid biological material
- G01N33/49—Blood
- G01N33/492—Determining multiple analytes
-
- 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
- G01N33/96—Chemical analysis of biological material, e.g. blood, urine; Testing involving biospecific ligand binding methods; Immunological testing involving blood or serum control standard
-
- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16B—BIOINFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR GENETIC OR PROTEIN-RELATED DATA PROCESSING IN COMPUTATIONAL MOLECULAR BIOLOGY
- G16B50/00—ICT programming tools or database systems specially adapted for bioinformatics
-
- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16B—BIOINFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR GENETIC OR PROTEIN-RELATED DATA PROCESSING IN COMPUTATIONAL MOLECULAR BIOLOGY
- G16B50/00—ICT programming tools or database systems specially adapted for bioinformatics
- G16B50/30—Data warehousing; Computing architectures
-
- 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
- G16H10/00—ICT specially adapted for the handling or processing of patient-related medical or healthcare data
- G16H10/40—ICT specially adapted for the handling or processing of patient-related medical or healthcare data for data related to laboratory analysis, e.g. patient specimen analysis
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N2496/00—Reference solutions for assays of biological material
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N2560/00—Chemical aspects of mass spectrometric analysis of biological material
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N2570/00—Omics, e.g. proteomics, glycomics or lipidomics; Methods of analysis focusing on the entire complement of classes of biological molecules or subsets thereof, i.e. focusing on proteomes, glycomes or lipidomes
Landscapes
- Health & Medical Sciences (AREA)
- Life Sciences & Earth Sciences (AREA)
- Engineering & Computer Science (AREA)
- Physics & Mathematics (AREA)
- Hematology (AREA)
- Biomedical Technology (AREA)
- General Health & Medical Sciences (AREA)
- Chemical & Material Sciences (AREA)
- Molecular Biology (AREA)
- Urology & Nephrology (AREA)
- Immunology (AREA)
- Biotechnology (AREA)
- Theoretical Computer Science (AREA)
- Biophysics (AREA)
- Medical Informatics (AREA)
- Medicinal Chemistry (AREA)
- Food Science & Technology (AREA)
- Pathology (AREA)
- General Physics & Mathematics (AREA)
- Biochemistry (AREA)
- Analytical Chemistry (AREA)
- Bioinformatics & Computational Biology (AREA)
- Databases & Information Systems (AREA)
- Bioinformatics & Cheminformatics (AREA)
- Bioethics (AREA)
- Spectroscopy & Molecular Physics (AREA)
- Evolutionary Biology (AREA)
- Microbiology (AREA)
- Cell Biology (AREA)
- Ecology (AREA)
- Epidemiology (AREA)
- Primary Health Care (AREA)
- Public Health (AREA)
- Investigating Or Analysing Biological Materials (AREA)
Applications Claiming Priority (3)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| EP14161766.2 | 2014-03-26 | ||
| EP14161766 | 2014-03-26 | ||
| PCT/IB2015/052243 WO2015145387A1 (en) | 2014-03-26 | 2015-03-26 | Means and methods for determination of quality of blood samples based on metabolite panel |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CA2941979A1 true CA2941979A1 (en) | 2015-10-01 |
Family
ID=50433941
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CA2941979A Abandoned CA2941979A1 (en) | 2014-03-26 | 2015-03-26 | Means and methods for determination of quality of blood samples based on metabolite panel |
Country Status (9)
| Country | Link |
|---|---|
| US (1) | US20180217125A1 (enExample) |
| EP (1) | EP3123174A4 (enExample) |
| JP (1) | JP2017512996A (enExample) |
| KR (1) | KR20160146727A (enExample) |
| CN (1) | CN106415274A (enExample) |
| AU (1) | AU2015237804A1 (enExample) |
| BR (1) | BR112016021929A2 (enExample) |
| CA (1) | CA2941979A1 (enExample) |
| WO (1) | WO2015145387A1 (enExample) |
Families Citing this family (14)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US10890592B2 (en) | 2015-11-04 | 2021-01-12 | Metabolon, Inc. | Automated sample quality assessment |
| WO2018203885A1 (en) * | 2017-05-02 | 2018-11-08 | Liquid Biosciences, Inc. | Systems and methods for determining attributes of biological samples |
| JP2020524785A (ja) * | 2017-06-16 | 2020-08-20 | デーエルカー−ブルートシュペンデディーンスト・バーデン−ヴェルテンブルク−ヘッセン・ゲーゲーエムベーハーＤｒｋ−Ｂｌｕｔｓｐｅｎｄｅｄｉｅｎｓｔ Ｂａｄｅｎ−Ｗｕｒｔｔｅｍｂｅｒｇ−Ｈｅｓｓｅｎ Ｇｇｍｂｈ | 単一チューブ献血者スクリーニングのための方法及び装置 |
| CN107818329B (zh) * | 2017-08-09 | 2023-04-18 | 亿纳谱（浙江）生物科技有限公司 | 一种质谱数据分析方法 |
| CN107782825A (zh) * | 2017-12-01 | 2018-03-09 | 武汉迈特维尔生物科技有限公司 | 一种基于液相色谱检测动物体中小分子代谢物的方法 |
| CN110609139B (zh) * | 2018-06-14 | 2023-06-30 | 深圳市理邦精密仪器股份有限公司 | 抗原浓度过量检测方法、装置及存储介质 |
| JP7192976B2 (ja) * | 2019-05-09 | 2022-12-20 | 株式会社島津製作所 | 試料の評価方法、分析方法、劣化試料の検出方法、劣化血漿試料検出用マーカーおよび劣化血清試料検出用マーカー |
| US12606858B2 (en) * | 2019-09-20 | 2026-04-21 | Charité—Universitäetsmedizin Berlin | Methods, kits and devices for measuring extracellular pyridine nucleotide |
| CN110890130B (zh) * | 2019-12-03 | 2022-09-20 | 大连理工大学 | 基于多类型关系的生物网络模块标志物识别方法 |
| CN111239283A (zh) * | 2020-02-18 | 2020-06-05 | 深圳脉图精准技术有限公司 | 焦谷氨酸作为判断代谢组学血液样本质量的质检指示物的应用 |
| US20230257795A1 (en) * | 2020-07-09 | 2023-08-17 | Helsingin Yliopisto | Method for determining amounts of nad metabolites from sample and methods and uses related thereto |
| JP7600875B2 (ja) * | 2021-06-01 | 2024-12-17 | 株式会社島津製作所 | 試料分析装置、試料分析方法、医薬分析装置および医薬分析方法 |
| JPWO2023022132A1 (enExample) * | 2021-08-17 | 2023-02-23 | ||
| CN120142679B (zh) * | 2025-05-06 | 2026-02-17 | 南方医科大学珠江医院 | 生物标志物组合物及其在mgmt启动子甲基化检测中的应用 |
Family Cites Families (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US8849577B2 (en) * | 2006-09-15 | 2014-09-30 | Metabolon, Inc. | Methods of identifying biochemical pathways |
| EP2344623B1 (en) * | 2009-03-04 | 2014-11-19 | John Wan | Collection and assay device for biological fluid |
| US20120122243A1 (en) * | 2009-06-04 | 2012-05-17 | Charite Universitatsmedizin Berlin | Means and method and means for diagnosing prostate carcinomas |
| EP3246708A3 (en) * | 2009-12-18 | 2018-01-03 | Roche Diagnostics GmbH | Troponins for predicting kidney failure in heart surgery patients |
| KR20150119118A (ko) * | 2013-02-14 | 2015-10-23 | 메타노믹스 헬스 게엠베하 | 생물학적 샘플의 품질 평가 수단 및 방법 |
| CN103512972A (zh) * | 2013-07-29 | 2014-01-15 | 上海交通大学 | 精神分裂症的生物标志物及其使用方法和应用 |
| ES2698374T3 (es) * | 2013-12-20 | 2019-02-04 | Metanomics Health Gmbh | Medios y procedimientos de diagnóstico de cáncer pancreático en un sujeto basándose en un panel de metabolitos |
-
2015
- 2015-03-26 AU AU2015237804A patent/AU2015237804A1/en not_active Abandoned
- 2015-03-26 CN CN201580027673.9A patent/CN106415274A/zh active Pending
- 2015-03-26 BR BR112016021929A patent/BR112016021929A2/pt not_active Application Discontinuation
- 2015-03-26 US US15/128,523 patent/US20180217125A1/en not_active Abandoned
- 2015-03-26 CA CA2941979A patent/CA2941979A1/en not_active Abandoned
- 2015-03-26 WO PCT/IB2015/052243 patent/WO2015145387A1/en not_active Ceased
- 2015-03-26 EP EP15768554.6A patent/EP3123174A4/en not_active Withdrawn
- 2015-03-26 KR KR1020167029433A patent/KR20160146727A/ko not_active Withdrawn
- 2015-03-26 JP JP2016558687A patent/JP2017512996A/ja active Pending
Also Published As
| Publication number | Publication date |
|---|---|
| KR20160146727A (ko) | 2016-12-21 |
| JP2017512996A (ja) | 2017-05-25 |
| EP3123174A1 (en) | 2017-02-01 |
| AU2015237804A1 (en) | 2016-09-22 |
| CN106415274A (zh) | 2017-02-15 |
| EP3123174A4 (en) | 2017-12-06 |
| US20180217125A1 (en) | 2018-08-02 |
| BR112016021929A2 (pt) | 2017-08-15 |
| WO2015145387A1 (en) | 2015-10-01 |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| US20180217125A1 (en) | Means and methods for the determination of the quality of blood samples based on a metabolite panel | |
| Picotti et al. | Selected reaction monitoring–based proteomics: workflows, potential, pitfalls and future directions | |
| Veenstra | Global and targeted quantitative proteomics for biomarker discovery | |
| US8389222B2 (en) | Apolipoprotein fingerprinting technique and methods related thereto | |
| Shao et al. | Mass spectrometry-based proteomic quest for diabetes biomarkers | |
| JP6388606B2 (ja) | 生物学的サンプルの質を評価するための手段及び方法 | |
| US20170276669A1 (en) | Precise estimation of glomerular filtration rate from multiple biomarkers | |
| CN101443663A (zh) | 诊断糖尿病的工具和方法 | |
| EP2369346A2 (en) | Means and method for diagnosing diabetes | |
| JP6389184B2 (ja) | サンプルにおいて代謝産物疾患バイオマーカーのクリアランス正規化量を決定するための手段及び方法 | |
| US20160209433A1 (en) | Means and methods for diagnosing heart failure in a subject | |
| Ashkarran | Decentralized nanoparticle protein corona analysis may misconduct biomarker discovery | |
| Jiang et al. | HST-MRM-MS: a novel high-sample-throughput multiple reaction monitoring mass spectrometric method for multiplex absolute quantitation of hepatocellular carcinoma serum biomarker | |
| Mann et al. | A quantitative investigation of fucosylated serum glycoproteins with application to esophageal adenocarcinoma | |
| CN114062532A (zh) | 一种类风湿关节炎血液诊断试剂盒及其应用 | |
| Velstra et al. | Detection of pancreatic cancer using serum protein profiling | |
| EP3936870A2 (en) | Method for quantitation of her2 in breast cancer sample by mass spectrometry and scoring of her2 state by using same | |
| Anifowose | Advanced Chromatographic and Spectroscopic Method Development for Biomarker Identification and Validation in Clinical Biochemistry | |
| Ranasinghe et al. | Fucosyl monosialoganglioside: Quantitative analysis of specific potential biomarkers of lung cancer in biological matrices using immunocapture extraction/tandem mass spectrometry | |
| Letunica et al. | Proteomic applications and considerations: from research to patient care | |
| Díez et al. | Genomics and proteomics for biomarker validation | |
| US20170220737A1 (en) | Means and Methods for Assessing a Quality of a Biological Sample | |
| Rakhshan et al. | Applications of mass spectroscopy in understanding cancer proteomics | |
| JP2019039915A (ja) | 生物学的サンプルの質を評価するための手段及び方法 |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| FZDE | Discontinued |
Effective date: 20200831 |