非酒精性脂肪性肝病的诊断、预后标志物及其应用制造技术

技术编号:38656303 阅读:16 留言:0更新日期:2023-09-02 22:42
本发明专利技术公开了非酒精性脂肪性肝病的诊断、预后标志物及其应用,诊断和预后标志物包括血清中蛋白质生物标志物、代谢物生物标志物、脂质生物标志物,尿液中蛋白质生物标志物、代谢物生物标志物、脂质生物标志物,粪便中代谢物生物标志物、脂质生物标志物。本发明专利技术涉及的生物标志物可用于无创诊断有无非酒精性脂肪性肝病,尤其是应用于无创诊断非酒精性脂肪性肝病有无肝纤维化和有无显著肝纤维化(≥F2)。此外,本发明专利技术涉及的生物标志物可作为非酒精性脂肪性肝病的预后生物标志物。肪性肝病的预后生物标志物。肪性肝病的预后生物标志物。

【技术实现步骤摘要】
非酒精性脂肪性肝病的诊断、预后标志物及其应用


[0001]本专利技术涉及用于非酒精性脂肪性肝病的诊断、预后标志物,特别供非酒精性脂肪性肝病新的非侵入性诊断方法所用。

技术介绍

[0002]非酒精性脂肪性肝病(nonalcoholic fatty liver disease,NAFLD)已成为影响全球公共卫生的重要问题,同时也是我国最为常见的肝脏疾病之一。我国非酒精性脂肪性肝病的患病率从2007年的18.2%增加到2017年的29.8%。非酒精性脂肪性肝病疾病谱包括单纯性脂肪肝(nonalcoholic fatty liver,NAFL)、非酒精性脂肪性肝炎(nonalcoholic steatohepatitis,NASH)、非酒精性脂肪性肝硬化及肝癌。随着病情进展约有25% NAFL患者可以发展成NASH,并最终进展至肝硬化及肝癌,严重威胁人类身心健康和生活质量。在一项包括1495例非酒精性脂肪性肝病随访的系统评价和荟萃分析研究中,全因死亡特别是肝病死亡风险随着肝纤维化的发生及严重程度增加而显著增加。一项多中心的纵向研究发现与F0相比,纤维化等级≥F1增加酒精性脂肪性肝病患者全因死亡和肝移植的风险。肝纤维化是非酒精性脂肪性肝病的重要预后指标,因此,非酒精性脂肪性肝病患者中纤维化的有效筛查有助于及时干预治疗以改善患者预后。
[0003]目前,肝脏活检仍是诊断非酒精性脂肪性肝病的金标准,因可准确评估肝脂肪变、肝细胞损伤、炎症坏死和纤维化程度,用于诊断肝脏病变程度进而评估预后及指导随访时间。但由于其存在创伤和并发症、取样误差和病理学家观察差异等缺点,患者接受率低,检测费用高,因此限制了其在临床上的应用。临床资料和血清纤维化标志物不同组合的多种预测模型,可粗略判断有无显著纤维化(≥F2)和进展期肝纤维化(F3,F4)。然而,现有的基于血清学的肝纤维化预测模型并不符合“诊断准确性报告标准”。基于FibroScan的振动控制瞬时弹性成像(VCTE)检测的肝弹性值(LSM)有助于区分无/轻度肝纤维化(F0,F1)与进展期肝纤维化(F3,F4),但是至今仍无公认的阈值用于确诊肝硬化。目前基于血清学、影像学等纤维化预测模型诊断效能欠佳,无法满足临床诊断需求。
[0004]蛋白组学、代谢组学、脂质组学、粪便宏基因组等技术已经应用于诊断非酒精性脂肪性肝病、肝纤维化,预测肝硬化、肝癌的发生。通过该方法发现许多对于NAFLD以及肝纤维化有较好的诊断效能的生物标志物。因此,可以通过整合多组学技术(蛋白组、代谢组、脂质组)和机器学习算法,建立NAFLD、NASH、肝纤维化的诊断预测模型,从而替代肝脏活检用于诊断及随访。

技术实现思路

[0005]为解决现有诊断技术中存在的问题,本专利技术提供了非酒精性脂肪性肝病的诊断及预后标志物。本专利技术利用130例经肝穿活检确认的非酒精性脂肪性肝病患者和40例健康志愿者的血液、尿液、粪便样本,采用蛋白组学、代谢组学、脂质组学等多组学联合分析和机器学习模型,建立了非酒精性脂肪性肝病、是否具有肝纤维化及是否具有显著肝纤维化(≥
F2)的无创诊断模型。非酒精性脂肪性肝病患者分为训练队列和测试队列。本专利技术提供了诊断非酒精性脂肪性肝病的血清生物标志物、尿液生物标志物、粪便生物标志物,用于诊断非酒精性脂肪性肝病、非酒精性脂肪性肝病有无肝纤维化及显著肝纤维化(≥F2)。
[0006]与对照组相比,非酒精性脂肪性肝病患者血清中有103种蛋白表达具有差异,35种蛋白上调,68种蛋白下调;非酒精性脂肪性肝病患者血清中有168种代谢物具有差异,131种代谢物上调,37种代谢物下调,非酒精性脂肪性肝病患者血清样本有163种脂质具有差异,157种脂质上调,6种脂质下调。基于该数据,一组包含6种血清蛋白质THBS1、F13A1、DSG2、VSIG4、PPBP和FGB能够准确诊断非酒精性脂肪性肝病患者,训练队列中ROC曲线下面积AUC=0.999,测试队列ROC曲线下面积AUC=0.997。一组包含7种血清代谢物dehydrocholic acid、docosahexaenoic acid、5,6

dehydroarachidonic acid、L

glutamic acid、Phe

Phe、4

ethyloctanoic acid和Asp

Phe展示出准确诊断非酒精性脂肪性肝病的能力,训练队列中ROC曲线下面积AUC=1.0,测试队列ROC曲线下面积AUC=1.0。一组包含5种血清脂质carnitine C14

OH、carnitine C16:1

OH、TG(16:0_18:1_18:1)、TG(16:0_18:1_22:6)和FFA(18:1)展示出较好的诊断非酒精性脂肪性肝病的能力,训练队列中ROC曲线下面积AUC=0.998,测试队列ROC曲线下面积AUC=1.0。利用血清蛋白质生物标志物、代谢物生物标志物、脂质生物标志物联合诊断非酒精性脂肪性肝病,我们发现一组包含2种蛋白(F13A1、VSIG4),3种代谢物(L

glutamic acid、Phe

Phe、Asp

Phe),3种脂质[carnitine C16:1

OH、TG(16:0_18:1_22:6)、FFA(18:1)]能够准确诊断出非酒精性脂肪性肝病,训练队列中ROC曲线下面积AUC=1.0,测试队列ROC曲线下面积AUC=1.0。
[0007]与无纤维化的非酒精性脂肪性肝病患者相比,有纤维化的非酒精性脂肪性肝病患者血清中有231种蛋白表达具有差异,153种上调,78种下调;血清中有58种代谢物表达具有差异,30种代谢物上调,28种代谢物下调;血清中有54种脂质表达具有差异,3种脂质上调,51种脂质下调。基于该数据,我们发现一组包含5种血清蛋白质[GDI1、ADH1C、SERPINB10、EMILIN1、isocitrate dehydrogenase(NADP(+))1(IDH1)]对非酒精性脂肪性肝病有无肝纤维化的诊断具有良好准确性,训练队列中ROC曲线下面积AUC=0.882,敏感性71.0%,特异性65.2%,测试队列ROC曲线下面积AUC=0.826,敏感性88.9%,特异性88.9%。血清中6种代谢物(indole
‑3‑
acetic acid、DL

O

tyrosine、(+)

prosopinine、Phe Thr Thr、succinic acid、acetylhomoserine)组合能够诊断非酒精性脂肪性肝病患者是否存在肝纤维化,训练队列中ROC曲线下面积AUC=0.880,敏感性69.6%,特异性92.6%,测试队列ROC曲线下面积AUC=0.836,敏感性69.6%,特异性77.8%。10种脂质生物标志物[carnitine C5:1本文档来自技高网
...

【技术保护点】

【技术特征摘要】
1.非酒精性脂肪性肝病的诊断、预后生物标志物,其特征在于:包括至少一种以下联合标志物:第一联合标志物包括:血清蛋白质生物标志物、血清代谢物生物标志物和血清脂质生物标志物;第二联合标志物包括:尿液蛋白质生物标志物、尿液代谢物生物标志物和尿液脂质生物标志物;第三联合标志物包括:粪便代谢物生物标志物和粪便脂质生物标志物;所述血清蛋白质生物标志物包括:TRHDE、S100A9、SVEP1、AHCY、RSU1、PLXDC2、VNN1、SKAP2、VDAC1、SH3BGRL、TPM4、THBS1、S100A6、WBP2、TYMP、S100A4、SERPINB6、TAGLN2、PDIA4、PARVB、LASP1、PSMB3、KRT8、SBSN、S100P、HMGB2、F13A1、DSG2、DPP7、MYOC、SLC9A3R1、FKBP1A、IGFBP5、KRT17、KRT31、OLFM4、SFTPB、MAPRE1、MGAT1、IGF2R、PLEC、RTN4RL2、RARRES2、MASP2、PF4、PSMB7、LTBP1、TGFBR3、PTPRM、VSIG4、MERTK、ANXA3、SLC3A2、JAML、GBE1、MDH1、PAK2、CLCA1、ANXA2、CA1、COL3A1、APLP2、ALDH1A1、PSMB9、IGFBP6、GDA、HBD、FTH1、FAH、ACTBL2、H2AC20、ADH4、PPBP、FLNB、SORD、DEFA1、GLG1、HEXB、H4C1、LGALSL、ATP5F1B、IGLV2

14、CD46、ITLN1、CLC、HSP90AA1、LORICRIN、FGB、ARPC4、EEF2、CDH6、RNASE3、GRB2、CFHR3、ARPC2、ARCN1、CPA1、CTSH、CHGA、CALM1、COL12A1、GLOD4、PSMB2;所述血清代谢物生物标志物包括:2

Furanpropanoic acid,3

carboxy
‑4‑
methyl
‑5‑
propyl

、3

Indolepropionic Acid、Deoxycholic acid、Dehydrocholic acid、Citric Acid、Glycochenodeoxycholic Acid、6,7

Dimethyl
‑9‑
(2

acetoxyethyl)isoalloxazine、DHA、5,6

dehydroarachidonic acid、L

Glutamic Acid、N

Acetylglycine、1

Octadecyl Lysophosphatidic Acid、Bufalin、cis
‑9‑
Hexadecenoic acid、Phe

Phe、FFA(20:3)、4

Ethyloctanoic acid、Dutasteride、Asp

phe、Succinic Acid、cis
‑7‑
Hexadecenoic acid、Val Phe Lys Asp、Thr Tyr Arg Lys、LysoPA(16:0/0:0)、Lys Phe Leu Glu、LPE(0:0/18:2)、Asn

Ile

OH、Asn Tyr Arg Asp、5

Chloro
‑3‑
(4

methylsulfonylphenyl)
‑2‑
pyridin
‑3‑
ylpyridine、5

Amino
‑2‑
p

toluidinobenzenesulfonic acid、3a,7b,12a

Trihydroxyoxocholanyl

Glycine、3

(2,4

dihydroxy

3,5

dimethoxyphenyl)prop
‑2‑
enoic acid、3,16

DIDEOXYMEXICANOLIDE
‑3‑
DIOL、2,3

Dinorfluprostenol、11beta,17alpha,21

Trihydroxypregnenolone、1

Acetoxy

4,6

tetradecadiene

8,10,12

triyne、1,2

Benzenediol bis(trimethylsilyl)ether、(Z)
‑7‑
Hexadecen

1,16

olide、(3E)
‑4‑
(1

Hydroxy

2,2,6

trimethyl
‑4‑
oxocyclohexyl)but
‑3‑
en
‑2‑
yl hexopyranoside、Phenylboronic acid;Benzeneboronic acid、Teleocidin B

1;(4S,7S,10S,13R)

13

Ethenyl

1,3,4,5,7,8,10,11,12,13

decahydro
‑4‑
(hydroxymethyl)

8,10,13

trimethyl

7,10

diisopropyl

6H

benzo[g][1,4]diazonino[7,6,5

cd]indol
‑6‑
one、Coniferyl acetate、1H

Benzimidazole
‑7‑
carboxamide,2

[(2R)
‑2‑
methyl
‑2‑
pyrrolidinyl]
‑7‑
ketodeoxycholic acid、Butanoic acid,4

((1,2

dioxohexadecyl)amino)

,ethyl ester、Acetylvalerenolic acid、beta

Ionone、1

O

Hexadecyl
‑2‑
O

ethyl

sn

glycero
‑3‑
phosphocholine、1

Octadecyl
‑2‑
acetyl

sn

glycero
‑3‑
phosphocholine、4

Hydroxycinnamic acid、LTD4、CaracurineV、2

Pyrrolidinone、Dipyridamole、1,24

Dihydroxyvitamin D3、(R)

(

)
‑2‑
phenylglycine、2,3

Diaminopropionic acid、15

HETE、(32RS)

Rapamycin、1

Octadecyl lysophosphatidic acid、7,12

Dioxolithocholic acid、12

Ketodeoxycholic acid、Dexamethasone、Astaxanthin、Norcodeine、Tricyclazole、Phe

Glu、Trp

Glu、13(S)

HpODE、Amataine;
Subssesiline、Chlorobactene、9,10

DiHOME、Hexaethylene glycol、Meliantriol、β

Muricholic acid、Oxamyl、3

Oxocholic acid、Imatinib、Cauloside C、Phenylalanylphenylalanine、3

Hydroxyhexadecanoylcarnitine、N
‑3‑
Hydroxyoctanoyl

L

homoserine lactone、Prosapogenin A、1,2

Ditetradecanoyl

sn

glycero
‑3‑
phosphocholine、Taxa

4(20),11(12)

dien

5alpha

ol;Taxa

4(20),11

dien

5alpha

ol、Everolimus、Flurandrenolide、DL

O

tyrosine、(5α)

Androstane

3,11,17

trione、Arachidonoyl thio

PC、Telmisartan、Eicosapentaenoyl PAF C

16、Inosine triphosphate、2

Hydroxyglutaric acid、Fulvestrant、N,N

Bis(2

hydroxyethyl)dodecanamide、Moxidectin、L

γ

Glutamyl

L

glutamic acid、1

Arachidoyl
‑2‑
hydroxy

sn

glycero
‑3‑
phosphocholine、4

(4

hydroxy
‑3‑
methoxyphenyl)but
‑3‑
en
‑2‑
one、Caprolactam、Aromatic primary alcohol;Aromatic alcohol、azido

FTY720、Val Ile Leu Asp、Tyr His Arg Arg、Threoninyl

Phenylalanine、Tetracosatetraenoic acid(24:4n

6)、Ser Ile Asn Lys、Ser Cys Arg、Scytophycin C、Phosphite、Phe Tyr Lys Arg、Phe Thr Thr、PhePhe Met、Phe Gln Arg Lys、Phe Asn Ile Glu、PS(16:0/16:1(9Z))、PE

NMe2(15:0/18:4(6Z,9Z,12Z,15Z))、PE(20:0/20:1(11Z))、PC(18:1(9Z)/20:4(5Z,8Z,11Z,14Z))、PC(16:1(9Z)/16:0)、PA(i

22:0/22:0)、PA(20:0/a

13:0)、PA(20:0/14:1(9Z))、PA(18:3(6Z,9Z,12Z)/15:0)、PA(18:2(9Z,12Z)/24:0)、PA(18:2(9Z,12Z)/22:1(13Z))、PA(18:2(9Z,12Z)/16:1(9Z))、PA(16:1(9Z)/15:0)、N

lactoyl

phenylalanine、Methyl 2

thiofuroate、MG(0:0/22:6/0:0)、LysoPA(22:0/0:0)、Ligustilide、Leu Gly Arg Leu Val、Ile His Val Leu Glu、His Trp、Gly Leu AspVal Trp、Gly Leu Arg Val Phe、Glu Arg Glu、Gln Phe Glu、Diacetyl

10

gingerdiol、DG(18:3(9Z,12Z,15Z)/22:6(4Z,7Z,10Z,13Z,16Z,19Z)/0:0)、Carnitine C13:0、Carmamycin B、Asp Arg Tyr、Asn Gln Gln、Arg Thr Ala Arg、Arg Ile Val Leu Val、Arg Asp Leu Tyr Ser、Ala Val Asn Asp、Ala Tyr Asn Glu、AlaThr Ile Lys、Ala Leu Ala Pro Lys、Ala Gln Phe Ile Met、9

Oxo

11α,16R

dihydroxy

17

cyclobutyl

5Z,13E

dien
‑1‑
oic acid、5

Hydroxy
‑2‑
oxo
‑4‑
ureido

2,5

dihydro

1H

imidazole
‑5‑
carboxylic acid ester、3alpha,12alpha

Dihydroxy

5beta

chol
‑6‑
enoate、3

Hydroxybutyrylcarnitine、2

cis
‑4‑
trans

Abscisic acid、2,6

Dioxo
‑6‑
phenylhexanoate、2,4,4

trimethyl
‑3‑
[(1E,3E,5E,7E,9E,11E,13E,15E,17E)

3,7,12,16

tetramethyl

18

(2,6,6

trimethylcyclohexen
‑1‑
yl)octadeca

1,3,5,7,9,11,13,15,17

nonaenyl]cyclohex
‑2‑
en
‑1‑
ol、17

phenoxy trinor ProstaglandinF2 isopropyl ester、1

O

Hexadecyl
‑2‑
deoxy
‑2‑
thio

R

(heptanoyl)

sn

glyceryl
‑3‑
phosphocholine、(S)
‑3‑
Methyl
‑2‑
oxopentanoic acid;(S)
‑3‑
Methyl
‑2‑
oxopentanoate;(3S)
‑3‑
Methyl
‑2‑
oxopentanoic acid;(3S)
‑3‑
Methyl
‑2‑
oxopentanoate、(8E,10Z,13Z,16Z,19Z)
‑7‑
oxodocosa

8,10,13,16,19

pentaenoic acid、(8E,10S)

10

Hydroperoxyoctadeca
‑8‑
enoate;(8E,10S)

10

Hydroperoxy
‑8‑
octadecenoate、(1R,16Z,24E,26E,28Z)

1,15,18

trihydroxy

12

[1

(4

hydroxy
‑3‑
methoxycyclohexyl)propan
‑2‑
yl]

19,30

dimethoxy

15,17,21,23,29,35

hexamethyl

11,36

dioxa
‑4‑
azatricyclo[30.3.1.0,]hexatriaconta

16,24,26,28

tetraene

2,3,10,14,20

pentone;所述血清脂质生物标志物包括:CarnitineC4

OH、CarnitineC13:0、CarnitineC14

OH、
CarnitineC16:0、CarnitineC16

OH、CarnitineC3:1

2OH、CarnitineC10:1

OH、Carnitine C16:1、CarnitineC16:1

OH、CarnitineC18:1、CarnitineC18:1

OH、CE(20:5)、Cer(d18:0/24:1)、DG(14:0_18:1)、DG(16:0_18:1)、DG(18:0_18:1)、DG(14:0_18:2)、DG(16:1_18:1)、DG(16:0_18:2)、DG(18:0_18:2)、DG(18:1_18:1)、DG(16:1_18:2)、DG(16:0_20:4)、DG(16:1_20:4)、DG(18:1_20:4)、DG(18:1_20:5)、DG(16:0_22:6)、DG(18:1_22:6)、DG(18:2_22:6)、MG(18:1)、LPC(20:5)、PC(O

18:1_18:2)、PC(O

16:1_20:5)、PE(P

18:0_22:4)、PE(P

16:0_20:5)、SM(d18:0/18:0)、TG(12:0_14:0_16:0)、TG(14:0_14:0_16:0)、TG(12:0_16:0_16:0)、TG(14:0_16:0_16:0)、TG(16:0_16:0_16:0)、TG(14:0_16:0_18:0)、TG(12:0_14:0_16:1)、TG(10:0_16:0_16:1)、TG(10:0_16:0_18:1)、TG(12:0_16:0_18:1)、TG(14:0_16:0_16:1)、TG(16:0_16:0_16:1)、TG(14:0_16:0_18:1)、TG(15:0_16:0_18:1)、TG(16:0_16:0_18:1)、TG(16:0_17:0_18:1)、TG(16:0_18:0_18:1)、TG(17:0_18:0_18:1)、TG(16:0_18:0_20:1)、TG(18:0_18:0_18:1)、TG(10:0_16:0_18:2)、TG(12:0_14:0_18:2)、TG(14:1_16:0_16:1)、TG(12:0_16:0_18:2)、TG(14:0_14:1_18:1)、TG(14:0_15:0_18:2)、TG(16:0_16:1_16:1)、TG(14:0_16:0_18:2)、TG(14:0_16:1_18:1)、TG(16:0_16:1_17:1)、TG(15:0_16:0_18:2)、TG(15:0_16:1_18:1)、TG(16:0_16:1_18:1)、TG(14:0_18:0_18:2)、TG(16:0_17:1_18:1)、TG(15:0_17:0_19:2)、TG(16:0_18:1_18:1)、TG(16:0_18:0_18:2)、TG(14:0_18:0_20:2)、TG(16:0_16:1_20:1)、TG(17:0_18:1_18:1)、TG(16:0_18:1_19:1)、TG(16:0_18:1_20:1)、TG(16:1_18:0_20:1)、TG(16:0_14:1_18:2)、TG(15:0_16:1_18:2)、TG(14:0_17:1_18:2)、TG(16:0_16:1_18:2)、TG(16:1_17:1_18:1)、TG(16:0_17:1_18:2)、TG(16:1_18:1_18:1)、TG(16:0_18:1_20:2)、TG(18:1_18:1_19:1)、TG(14:0_16:0_20:4)、TG(16:1_17:1_18:2)、TG(16:0_16:0_20:4)、TG(16:1_16:1_18:3)、TG(12:0_16:0_22:5)、TG(14:0_16:1_20:4)、TG(16:0_16:1_20:4)、TG(15:0_18:1_20:4)、TG(16:0_18:1_20:4)、TG(17:0_18:1_20:4)、TG(16:0_18:1_22:4)、TG(18:0_18:1_20:4)、TG(18:0_18:1_22:4)、TG(12:0_16:0_22:6)、TG(16:0_16:1_22:5)、TG(16:0_16:0_22:6)、TG(16:0_18:1_22:5)、TG(16:0_18:0_22:6)、TG(18:1_18:1_22:4)、TG(18:0_18:0_22:6)、TG(18:0_18:1_22:5)、TG(16:1_16:1_20:5)、TG(16:0_18:2_20:5)、TG(16:0_16:1_22:6)、TG(15:0_18:1_22:6)、TG(16:0_18:1_22:6)、TG(17:0_18:1_22:6)、TG(18:0_18:1_22:6)、TG(16:0_20:2_22:5)、TG(16:1_16:1_22:6)、TG(16:0_18:2_22:6)、TG(16:1_18:1_22:6)、TG(16:1_16:1_24:6)、TG(17:0_18:2_22:6)、TG(18:1_18:1_22:6)、TG(18:0_18:2_22:6)、TG(16:1_18:2_22:6)、TG(18:1_18:2_22:6)、TG(18:2_20:3_20:4)、TG(16:1_20:4_20:5)、TG(18:2_18:2_22:6)、TG(18:2_20:4_20:4)、TG(18:2_18:3_22:6)、TG(18:1_20:4_22:6)、TG(16:0_22:6_22:6)、CarnitineC15:1、CarnitineC22:6、Glycochenodeoxycholicacid、Glycoursodeoxycholicacid、Taurochenodeoxycholicacid、(
±
)12

HETE、FFA(16:1)、FFA(17:1)、FFA(18:1)、FFA(20:5)、FFA(22:5)、FFA(22:6)、PC(15:0_16:0)、PC(16:0_20:5)、PC(14:0_22:6)、PE(16:1_16:0)、PE(16:0_20:5)、PE(18:0_20:5)、PE(22:6_16:0)、PE(22:6_18:0)、PE(22:6_18:1)、PI(16:0_16:1)、PI(18:0_19:2)、PS(18:0_18:0)、LPA(20:4)、PE(O

20:1_22:4)、PE(O

16:1_20:5)、PE(O

18:1_20:5)、PC(18:1_20:5);所述尿液蛋白质生物标志物包括:IGHV3

38、IGHV5

10

1、IGLON5、DNASE2、CHL1、MYL12A、ARPC1B、ARPC2、EPHB6、SPINT2、COCH、DNPH1、TSPAN6、CALU、ADGRB2、PPL、NRP2、TLR2、
PLIN3、H2BC13、CDH16、MACROH2A1、CS、PGLYRP1、ATP5PD、CPD、CCN5、CLSTN1、SCEL、VNN1、CP、GOT2、HP、F9、SERPINC1、AGT、C3、CST3、CSTA、IGKV1

17、IGLV2

8、IGLV3

25、COL3A1、LMNA、APOA1、LRG1、ORM1、TF、FTL、FTH1、ANG、ALDOA、ANXA1、HSPB1、ATP1A1、ARG1、SLC25A5、MPO、RPLP2、RPLP0、CLEC3B、SERPIND1、IGHV4

34、PTMA、ATP5F1B、S100A9、S100A6、CEACAM5、PYGL、KLK1、DBI、H1

0、ANXA2、C8B、GP1BA、CAPN1、IVL、UMOD、ELANE、CTSG、COL4A2、MELTF、VIM、HMGB1、CD7、DLD、FURIN、C4B、H2AC14、CALM3、IGHV3

38

3、FDX1、GAA、HSPD1、G6PD、CETP、SLC25A4、PIP、RNASE3、CDH1、CEACAM1、GLUL、TIMP2、NQO2、PDGFRA、H1

5、H1

2、GM2A、VCL、LBP、ORM2、TYMP、AZU1、TNFRSF1B、EFNA1、AGA、FLNA、VDAC1、COMT、FGFR3、TGM1、GCSH、PRTN3、ACAT1、MPST、ATP5F1A、PSMA4、S100P、COL5A3、S100A4、HMGB2、EEF1G、PSMB5、MAPK1、S100A2、EPHA2、TKT、EEF1D、PRDX3、ECHS1、PEBP1、CORO1A、S100A7、S100A11、L1CAM、HSPA4、CTNNA1、MYH9、SERPINB5、SERPINF1、TALDO1、HSPA9、COL15A1、CEACAM6、MDH2、HADHA、AQP2、MNDA、ACAA2、NAMPT、AFM、GNPDA1、IQGAP1、HAAO、CAPZA2、CXCL12、REG1B、SERPINB4、IDH2、KLK7、CAMP、CCT4、GALK1、PSMD7、PGD、ARHGDIA、HK3、EFNA4、EFNA5、CAPZA1、FXYD2、EPHB3、EPHB4、NAPA、MANF、CDH8、FAM3B、DEFA3、ARPC4、TPI1、MYL6、EIF4A1、PSMA6、S100A10、ARF1、HNRNPK、TMSB4X、ARF6、RPL7A、H4C1、RAN、H3C15、OLR1、GPLD1、MT1H、S100A12、EFNB1、CAP1、GUCA2A、RPL6、APLP2、C1QBP、AHNAK、CNTN1、ECH1、PTK7、BLMH、DSG2、LY6D、FLNC、DSC3、MVP、PLEC、PTPRK、PPP1R7、MAPRE1、SYPL1、DECR1、HAGH、LAMA3、CRB2、NHLRC3、EPHA10、FREM2、LRRC38、NCR3LG1、PSAPL1、TCTN3、PLBD1、GGT6、VWA1、ENPP7、C16orf89、NPNT、FAT4、NCCRP1、KCP、ASRGL1、GDPD3、MYH14、LRP10、C6orf120、ABI3BP、ADAMTSL2、GPR180、LRP11、XYLT1、TMEM25、PLXDC1、CILP2、OSCAR、CADM4、MITD1、SECTM1、TTN、ROBO4、EVPL、NRCAM、KLK6、GALM、CHMP4C、ZG16B、PIK3IP1、S100A16、PGM2、ACY3、ERO1A、DCHS1、CNDP1、KREMEN1、NECTIN4、VPS35、PEBP4、ACO2、GDF15、PDCD1LG2、MXRA8、SDF4、GGACT、TTYH3、YIPF3、PDGFD、LHPP、C11orf54、FAM234A、RNASE7、PPA2、IGFLR1、CDHR5、KIAA1549、GP6、S100A14、CLEC5A、MRC2、SUSD2、PCYOX1、MSRA、CDH22、FZD4、EPDR1、NOTCH3、PROCR、MYRF、PCDHGC5、RFNG;所述尿液代谢物生物标志物包括:Fumonisin A2、1

Pentanol、(3,4

Dimethoxyphenyl)Acetic Acid、Coniferaldehyde、3

N

Methyl

L

Histidine、2,3

Methylenedioxymethcathinone、Desogestrel、3,4,5

trihydroxy
‑6‑
{4

hydroxy
‑2‑
[2

(2

hydroxyphenyl)ethyl]
‑6‑
methoxyphenoxy}oxane
‑2‑
carboxylic acid、Hispiduloside、3

(2

Hydroxyphenyl)propanoic acid、Phe4Cl

Leu

OH、Pipericine、PA(20:0/a

17:0)、1,2

Dioleoyl

sn

glycerol、His Val Ile Arg、PA(16:0/24:1(15Z))、PA(18:1(11Z)/20:0)、LPC(0:0/20:2)、Cyclopenta[cd]pyrene、Coniferol、3

Hexaprenyl
‑4‑
hydroxybenzoic acid、Thromboxane B2;(Z)
‑7‑
[(2R,3S,4S,6S)

4,6

Dihydroxy
‑2‑
[(E,3S)
‑3‑
hydroxyoct
‑1‑
enyl]oxan
‑3‑
yl]hept
‑5‑
enoic acid、Lys Lys Thr、7

Deoxyloganetin、Ethyl butyrate、5,6

dihydroxycyclohexa

1,3

diene
‑1‑
carboxylic acid、5,6

DiHETrE、PA(16:0/22:4(7Z,10Z,13Z,16Z))、(Z)
‑6‑
Octadecenoic acid、Cholesteryl

beta

D

glucoside、Phe Gly Phe Gly、PC(18:4(6Z,9Z,12Z,15Z)/22:6(4Z,7Z,10Z,13Z,16Z,19Z))、Methyl Arachidonyl Fluorophosphonate、(7Z,10Z,13R,14E,16Z,19Z)

13

hydroxydocosa

7,10,14,16,19

pentaenoic acid、PE(20:0/20:5(5Z,8Z,11Z,14Z,17Z))、4

Guanidinobutanal、DG(18:3(6Z,9Z,12Z)/22:6(4Z,7Z,10Z,13Z,16Z,
19Z)/0:0)、PA(18:4(6Z,9Z,12Z,15Z)/20:1(11Z))、Lys Phe Val Leu Val、DG(18:3(9Z,12Z,15Z)/20:2(11Z,14Z)/0:0)、Pro Trp Asp、TG(14:1(9Z)/18:4(6Z,9Z,12Z,15Z)/20:3(5Z,8Z,11Z))、PC(20:5(5Z,8Z,11Z,14Z,17Z)/22:6(4Z,7Z,10Z,13Z,16Z,19Z))、Plaunotol;18

Hydroxygeranylgeraniol、Ethoxyethoxyethanol、1,26

Hexacosanediol diferulate、7,8,4'

Trihydroxyisoflavone、3beta,5beta

Ketotriol;2,22

Dideoxyecdysone、Nodakenin、PC(15:0/16:1(9Z))、Prostaglandin A2、Diacetyl

10

gingerdiol、xi

Tetrahydro
‑6‑
propyl

2H

pyran
‑2‑
one、(Z)

3,3,4,4

Tetradeuterio
‑7‑
[(2R,3S,4S)

4,6

dihydroxy
‑2‑
[(E,3S)
‑3‑
hydroxyoct
‑1‑
enyl]oxan
‑3‑
yl]hept
‑5‑
enoic acid、2

Naphthalenol,1

[2

(2,4

dimethylphenyl)diazenyl]

、PA(18:4(6Z,9Z,12Z,15Z)/22:2(13Z,16Z))、PA(22:6(4Z,7Z,10Z,13Z,16Z,19Z)/20:1(11Z))、PA(21:0/a

15:0)、1

Hydroxy Vitamin D2、(3S,10R,13S)

17

[(2S,3S,5R)
‑3‑
hydroxy

5,6

dimethylheptan
‑2‑
yl]

10,13

dimethyl

2,3,4,7,8,9,11,12,14,15,16,17

dodecahydro

1H

cyclopenta[a]phenanthren
‑3‑
ol、1

Oleoyl
‑2‑
myristoyl

sn

glycero
‑3‑
phosphocholine、4

Methoxyphenylacetic acid、DG(18:1(9Z)/22:6(4Z,7Z,10Z,13Z,16Z,19Z)/0:0)、PC(18:1(11Z)/22:5(7Z,10Z,13Z,16Z,19Z))、Okenone、PC(20:2(11Z,14Z)/20:0)、PC(20:0/20:2(11Z,14Z))、PC(15:0/22:2(13Z,16Z))、PE

NMe(18:3(9Z,12Z,15Z)/18:2(9Z,12Z))、Gln Asp、N

Nervonoyl

D

erythro

sphingosylphosphorylcholine、Quinquenoside F1、Isomyristic acid、Prostaglandin E1Ethanolamide、Dehydrovomifoliol、Phe Glu His、PE

NMe(14:1(9Z)/18:1(11Z))、TG(14:0/15:0/22:5(4Z,7Z,10Z,13Z,16Z))、PE

NMe(15:0/22:2(13Z,16Z))、PS(18:3(9Z,12Z,15Z)/20:3(8Z,11Z,14Z))、[(2S)
‑2‑
[(6Z,9Z,12Z,15Z)

octadeca

6,9,12,15

tetraenoyl]oxy
‑3‑
[(Z)

tetradec
‑9‑
enoyl]oxypropyl](4Z,7Z,10Z,13Z,16Z,19Z)

docosa

4,7,10,13,16,19

hexaenoate、[(2S)
‑2‑
azaniumyl
‑2‑
carboxyethyl][(2R)

2,3

bis[[(Z)

octadec
‑9‑
enoyl]oxy]propyl]phosphate、3,22

Dimethyl

1,2,23,24

tetradehydro

2,3,22,23

tetrahydrosqualene、PA(18:1(11Z)/22:1(13Z))、Undecanedioic acid、Spirolide D、(3R,2'S)

Myxol 2'

alpha

L

fucoside、PA(22:6(4Z,7Z,10Z,13Z,16Z,19Z)/22:2(13Z,16Z))、1,2

dioleoyl

sn

glycero
‑3‑
phosphatidylcholine、Canthaxanthin、Ethyl(2E)
‑2‑
hexenoate、Lys Tyr Val Lys、PE

NMe(14:0/18:1(11Z))、PE

NMe(15:0/20:5(5Z,8Z,11Z,14Z,17Z)),PE(18:1(11Z)/20:0),Stearic Acidethyl ester,PA(22:6(4Z,7Z,10Z,13Z,16Z,19Z)/15:0)、PC(15:0/20:2(11Z,14Z))、Dolastatin 16、LPC(O

16:0/2:0)、Vitamin K、PE

NMe(14:1(9Z)/15:0)、Ile His Arg Arg、D

Limonene、1

Palmitoyl
‑2‑
hydroxy

sn

glycero
‑3‑
phosphoethanolamine、1

Stearoyl
‑2‑
Docosahexaenoyl

sn

Glycero
‑3‑
[Phospho

rac

(1

glycerol)]、Indol
‑3‑
ylacetyl

myo

inositol L

arabinoside、PE

NMe(16:0/24:0)、Diphenoxylate;LC

ESI

QTOF;MS2;CE、16,16

Dimethylprostaglandin E1、R.g.

Keto I、1

Oleoyl
‑2‑
palmitoyl

sn

glycero
‑3‑
phosphocholine、Hydroxyecdysone、Hydroxyspirilloxanthin;Monodemethyl spirilloxanthin、PS(18:1(9Z)/16:0)、Avermectin A1b monosaccharide、DG(18:3(6Z,9Z,12Z)/22:2(13Z,16Z)/0:0)、PE(20:0/22:4(7Z,10Z,13Z,16Z))、1,2

Dipalmitoyl

sn

glycero
‑3‑
phosphoethanolamine

N

methyl、Goshonoside F2、Leupeptin、Gly Val Gln、
3

[(Cholamidopropyl)dimethylammonio]
‑1‑
propanesulfonate、Diacetyl
‑8‑
gingerdiol、Ophiobolin F;Ophiobolene、PA(16:0/20:3(5Z,8Z,11Z))、PE(20:1(11Z)/20:0)、Di

n

decyl phthalate;Didecyl phthalate;Didecyl 1,2

Benzenedicarboxylate、PE

NMe(15:0/18:3(6Z,9Z,12Z))、PC(20:0/22:6(4Z,7Z,10Z,13Z,16Z,19Z))、PA(22:6(4Z,7Z,10Z,13Z,16Z,19Z)/22:4(7Z,10Z,13Z,16Z))、2

Oleoyl
‑1‑
palmitoyl

sn

glycero
‑3‑
phosphocholine、3alpha,21

Dihydroxy

5beta

pregnane

11,20

dione;5beta

Pregnane

3alpha,21

diol

11,20

dione、PE(18:3(6Z,9Z,12Z)/20:4(5Z,8Z,11Z,14Z))、PE

NMe(16:0/18:1(11Z))、PC(18:3/18:3)、PA(22:6(4Z,7Z,10Z,13Z,16Z,19Z)/18:2(9Z,12Z))、PA(18:3(6Z,9Z,12Z)/18:2(9Z,12Z))、TG(10:0/10:0/14:0)、PE(18:3(6Z,9Z,12Z)/22:1(13Z))、His Tyr Asp、PC(15:0/20:1(11Z))、PA(20:0/22:2(13Z,16Z))、Sphinganine 1

phosphate、DG(18:3(9Z,12Z,15Z)/22:2(13Z,16Z)/0:0)、DG(18:3(9Z,12Z,15Z)/20:4(5Z,8Z,11Z,14Z)/0:0)、6

keto Testosterone Enanthate、PA(18:4(6Z,9Z,12Z,15Z)/14:1(9Z))、Prostaglandin E1、4,4'

Diapolycopenedial、1

pyrroline
‑4‑
hydroxy
‑2‑
carboxylate、Val Tyr Lys Val Leu、PE

NMe2(18:3(6Z,9Z,12Z)/20:0)、2

Deoxyecdysone、Prephytoene diphosphate、8

Dehydrocholesterol、3

(5

hydroxy

2,2

dimethyl

2H

chromen
‑6‑
yl)
‑1‑
phenylpropan
‑1‑
one、Prostaglandin F2

biotin、PA(22:6(4Z,7Z,10Z,13Z,16Z,19Z)/14:1(9Z))、1,2

Di

(13Z

docosenoyl)

sn

glycero
‑3‑
phosphocholine、PE(14:1(9Z)/20:5(5Z,8Z,11Z,14Z,17Z))、3,4

Dehydrorhodopin;3,4

Didehydrorhodopin;1

Hydroxy

3,4

didehydro

1,2

dihydrolycopene、Bis(2

ethylhexyl)adipate、PE

NMe(18:3(6Z,9Z,12Z)/18:4(6Z,9Z,12Z,15Z))、3

Hexaprenyl

4,5

dihydroxybenzoic acid、syn

Stemoden

19

oate、PA(16:0/22:1(13Z))、4,7

Didehydroneophysalin B、PC(18:1(11Z)/20:5(5Z,8Z,11Z,14Z,17Z))、1

Acetoxy
‑2‑
hydroxy

16

heptadecen
‑4‑
one、Tributyl phosphate、(2S)
‑3‑
Hydroxypropane

1,2

diyl didecanoate、Pentadecanoic acid、Taxa

4(20),11(12)

dien

5alpha

yl acetate、PE

NMe(18:3(6Z,9Z,12Z)/22:6(4Z,7Z,10Z,13Z,16Z,19Z))、Stypandrol、[12]

Gingerdione、DG(18:3(6Z,9Z,12Z)/20:4(8Z,11Z,14Z,17Z)/0:0)、Val Arg His、DG(16:0/22:5(4Z,7Z,10Z,13Z,16Z)/0:0)、PA(16:0/15:0)、3

(4

hydroxy
‑3‑
methoxyphenyl)propanal、5

Heptyltetrahydro
‑2‑
oxo
‑3‑
furancarboxylic acid、DG(18:1(9Z)/18:2(9Z,12Z)/0:0)、PA(16:0/14:1(9Z))、2

Methyl
‑3‑
buten
‑2‑
ol、Diisooctyl phthalate、Viniferifuran、(3S,4S,10S,13R)
‑3‑
hydroxy

10,13

dimethyl

17

[(Z,2R)
‑5‑
propan
‑2‑
ylhept
‑5‑
en
‑2‑
yl]

2,3,4,5,6,9,11,12,14,15,16,17

dodecahydro

1H

cyclopenta[a]phenanthrene
‑4‑
carbaldehyde、Mefenamic acid、PA(22:6(4Z,7Z,10Z,13Z,16Z,19Z)/20:2(11Z,14Z))、1

Hexadecyl
‑2‑
(5Z,8Z,11Z,14Z

eicosatetraenoyl)

sn

glycero
‑3‑
phosphocholine、LysoPA(i

21:0/0:0)、Metabolite M6、zeta

Carotene epoxide、Palmitoyl dopamine、Cyclopassifloside II、7',8'

Dihydro

8'

hydroxyreticulataxanthin、3

Dehydro
‑2‑
deoxyecdysone、Tyr Val Tyr Lys Val、ThrIle Val Arg、PE

NMe(14:0/15:0)、PE

NMe2(18:3(9Z,12Z,15Z)/20:3(5Z,8Z,11Z))、TG(18:4(6Z,9Z,12Z,15Z)/14:1(9Z)/18:4(6Z,9Z,12Z,15Z))、1

Stearoyl
‑2‑
arachidonoyl

sn

glycero
‑3‑
phospho

(1'

myo

inositol)、Colneleicacid、5

Dehydroepisterol、Ciclesonide、DG(18:3(9Z,12Z,15Z)/
20:4(8Z,11Z,14Z,17Z)/0:0)、Chlorophyll b、Kanamycin C、PA(18:4(6Z,9Z,12Z,15Z)/18:1(9Z))、Isopropamide、1,2

Dipalmitoleoyl

sn

glycero
‑3‑
phosphocholine、3

Hydroxysintaxanthin、DG(18:1(9Z)/20:4(8Z,11Z,14Z,17Z)/0:0)、2

hydroxy
‑2‑
[4

hydroxy
‑3‑
(3

methylbut
‑2‑
en
‑1‑
yl)phenyl]acetic acid、2

Hexaprenyl
‑3‑
methyl
‑5‑
hydroxy
‑6‑
methoxy

1,4

benzoquinol、Mycolactone、3

Keto
‑4‑
methylzymosterol、Perindopril;LC

ESI

QTOF;MS2;CE、Ancitabine、Isorhynchophylline、Octanal、PE(18:1(9Z)/16:0)、1,2

Benzenediol bis(trimethylsilyl)ether、DG(18:3(6Z,9Z,12Z)/18:4(6Z,9Z,12Z,15Z)/0:0)、PE

NMe(15:0/22:1(13Z))、(10S,13R)

10,13

dimethyl

17

[(2R)
‑6‑
methyl
‑5‑
methylideneheptan
‑2‑
yl]

1,2,4,5,6,9,11,12,14,15,16,17

dodecahydrocyclopenta[a]phenanthren
‑3‑
one、PA(16:0/22:2(13Z,16Z))、Phe Leu Trp、2

Methyl

D

serine、Pentalenate、PE

NMe(18:4(6Z,9Z,12Z,15Z)/15:0)、DG(18:3(6Z,9Z,12Z)/20:3(5Z,8Z,11Z)/0:0)、Glu Tyr Asn Lys、Asn Arg Phe Lys、PA(18:4(6Z,9Z,12Z,15Z)/24:0)、12

Ethyl
‑8‑
propylbacteriochlorophyllide d、Ginsenoside F3、DG(18:1(9Z)/20:1(11Z)/0:0)、Mycolactone D、Deinoxanthin、Propylparaben、Genipin、1

phenyl
‑3‑
(pyridin
‑2‑
yl)urea、PC(18:3(9Z,12Z,15Z)/18:3(6Z,9Z,12Z))、Arachidonoyl

2'

fluoroethylamide、DG(18:1(9Z)/20:4(5Z,8Z,11Z,14Z)/0:0)、2,2',3

Trihydroxydiphenylether、HoPhe

Nap

OH、Ser Val Lys Arg、Fumagillin、3

Methyladipic acid、Maritimetin、1

Palmitoyl
‑2‑
linoleoyl

sn

glycero
‑3‑
phosphate、Dronedarone、7,8

Dehydroastaxanthianthin、MG(0:0/20:0/0:0)、MG(0:0/18:3(9Z,12Z,15Z)/0:0)、1,2

Di

(9Z,12Z,15Z

octadecatrienoyl)

sn

glycero
‑3‑
phosphocholine、LPC(14:0/0:0)、3

Methyl

1,2

didehydro

2,3

dihydrosqualene、12

Oxo

20

trihydroxy

leukotriene B4、PA(22:6(4Z,7Z,10Z,13Z,16Z,19Z)/18:1(11Z))、isosakuranetin、Bisphenol C、Pyruvic Acid、Simvastatin、1,2,3

trimethyl
‑4‑
[(1E,3E,5E,7E,9E,11E,13E,15E,17E)

3,7,12,16

tetramethyl

18

(2,3,4

trimethylphenyl)octadeca

1,3,5,7,9,11,13,15,17

nonaenyl]benzene、(

)

Cotinine、27

Hydroxycholesterol、Chlorobactene、Arachidonoyl m

Nitroaniline、Glycerol 1

myristate、2

[2

(3,4

Dimethoxyphenyl)ethyl]
‑4‑
methoxy

2,3

dihydropyran
‑6‑
one、Arg Val Tyr、3

Indole acetamide、alpha

Ergocryptine、9

Oxo

11α,16R

dihydroxy

17

cyclobutyl

5Z,13E

dien
‑1‑
oic acid、Propylene glycol、11b,17a,21

Trihydroxypreg

nenolone、TG(18:0/16:0/16:1(9Z))、[(4

{2

[(16R)

5,7,11

trihydroxy

8,8,10,12,16

pentamethyl
‑9‑
oxo

17

oxa
‑4‑
azabicyclo[14.1.0]heptadec
‑4‑
en
‑3‑
yl]prop
‑1‑
en
‑1‑
yl}

1,3

thiazol
‑2‑
yl)methoxy]sulfonic acid、Vitamin A acid、1

Stearoyl
‑2‑
oleoyl

sn

glycero
‑3‑
phosphoethanolamine、PA(14:1(9Z)/18:4(6Z,9Z,12Z,15Z))、PC(20:4(5Z,8Z,11Z,14Z)/20:5(5Z,8Z,11Z,14Z,17Z))、Acrimarine J、Gly Tyr Asp、Makisterone A、(3S,4R,5S,9R,10S,13R,14R,17R)
‑4‑
(hydroxymethyl)

10,13

dimethyl

17

[(2R)
‑6‑
methyl
‑5‑
methylideneheptan
‑2‑
yl]

2,3,4,5,6,9,11,12,14,15,16,17

dodecahydro

1H

cyclopenta[a]phenanthren
‑3‑
ol、Ile Gly Lys Ile Phe、6

hydroxy
‑3‑
[(1E,3E,5E,7E,9E,11E,13E,15E,17E,19E,21E)

24

hydroxy

3,7,12,16,20,24

hexamethylpentacosa

1,3,5,7,9,11,13,15,17,19,21

undecaenyl]

2,4,4

Ala Val Val、Methylguanidine、(

)

Quinic acid、Dopamine quinone、3

Hydroxycapric acid、4

[[(2S,3S,4R,5R)
‑5‑
(6

aminopurin
‑9‑
yl)

3,4

dihydroxyoxolan
‑2‑
yl]methyl

methylsulfonio]
‑2‑
oxobutanoate、Dihydrocortisol、2

Furanpropanoic acid,3

carboxy
‑4‑
methyl
‑5‑
propyl

、2

Ethylhydracrylic acid、beta

Isorenieratene、Phoenicoxanthin;Adonirubin、{4

[(E)
‑2‑
{3,5

dihydroxy
‑4‑
[(1E)
‑3‑
methylbuta

1,3

dien
‑1‑
yl]phenyl}ethenyl]phenyl}oxidanesulfonic acid、PE

NMe(18:1(11Z)/16:1(9Z))、1

Arachidonoyl Glycerol

d5、Ser Leu Glu Asp、Arachidonoyl
‑1‑
thioglycerol、Humulene;alpha

Humulene、(6E)
‑8‑
Oxogeranial;10

Oxogeranial;8

Oxogeranial、Momilactone A、[(2S)
‑2‑
pentadecanoyloxy
‑3‑
tetradecanoyloxypropyl](7Z,10Z,13Z,16Z,19Z)

docosa

7,10,13,16,19

pentaenoate、Nootkatone、PE

NMe(14:1(9Z)/20:1(11Z))、Acetylacetone、Alfuzosin、Thr Leu Asp Glu、Arg Leu Leu Pro Ala、2,3,5

Triphenyltetrazolium chloride、Tyr Lys Val Glu Ile、1

Stearoyl
‑2‑
linoleoyl

sn

glycero
‑3‑
phospho

L

serine、Sweroside、beta

Sitosterol、(5

Formylfuran
‑3‑
yl)methyl phosphate;2

Furaldehyde phosphate;4

HFC

P;4

(Hydroxymethyl)
‑2‑
furancarboxaldehyde phosphate、Lys Asn Leu Tyr Thr、Picrotoxinin、12,13

DiHOME、PE

NMe(18:3(9Z,12Z,15Z)/18:4(6Z,9Z,12Z,15Z))、Furosemide、Oleic Acid

biotin、5

[(2R)
‑2‑
{[2

(2

Ethoxyphenoxy)ethyl]amino}propyl]
‑2‑
methoxybenzenesulfonamide、Ser Phe Leu、Phe Asp Ile Glu、Caffeoylcycloartenol、9(S)

HpOTrE、All

trans

heptaprenyl diphosphate、(6S)

2,4,4

trimethyl
‑3‑
[(1E,3E,5E,7E,9E,11E,13E,15E,17E)

3,7,12,16

tetramethyl

18

[(4S)

2,6,6

trimethyl
‑3‑
oxo
‑4‑
[(2R,3R,4R,5R,6S)

3,4,5

trihydroxy
‑6‑
methyloxan
‑2‑
yl]oxycyclohexen
‑1‑
yl]octadeca

1,3,5,7,9,11,13,15,17

nonaenyl]
‑6‑
[(2R,3R,4R,5R,6S)

3,4,5

trihydroxy
‑6‑
methyloxan
‑2‑
yl]oxycyclohex
‑2‑
en
‑1‑
one、Lys Tyr Tyr Arg Val、O

Succinyl

L

Homoserine、DG(18:2(9Z,12Z)/18:3(6Z,9Z,12Z)/0:0)、5alpha

Androstane

3alpha,17beta

diol、Trp Gly His、PA(14:0/20:4(8Z,11Z,14Z,17Z))、Bisphenol A;LC

ESI

ITFT;MS2;CE、1,2

Dioleoyl

sn

glycero
‑3‑
phospho

L

serine、PE

NMe(18:3(6Z,9Z,12Z)/14:1(9Z))、PA(22:0/16:1(9Z))、Gly Lys Tyr、Simeconazole、3'

Methoxydaidzein、N6,N6,O

Tridemethylpuromycin

5'

phosphate、γ

Dodecalactone、N

Methylethanolamine phosphate、Zeranol、PE

NMe2(22:6(4Z,7Z,10Z,13Z,16Z,19Z)/18:1(11Z))、Garciduol B、2,3,4,5

Tetrahydrodipicolinate;delta1

Piperidine

2,6

dicarboxylate;L

2,3,4,5

Tetrahydrodipicolinate;(S)

2,3,4,5

Tetrahydropyridine

2,6

dicarboxylate、2,2',3,4,4',5',6

Heptabromodiphenyl ether、Bufadienolide、1

Indanol、Palmitoyl Ethanolamide

d4、Isobutyrylglycine、Genistein、Anethole、Met Ile、Madecassic acid、L

Tryptophanamide、1H

Indazole
‑3‑
carboxamide,1

pentyl

N

tricyclo[3.3.1.1(3,7)]dec
‑1‑
yl

、Met Arg Phe、1,2

Benzoquinone、Galabiosylceramide(d18:1/16:0)、His Val、Leu Ser、Leu Arg Gly Pro Ser、Phenytoin、4

Methyl

2,4

bis

(p

hydroxyphenyl)pent
‑1‑
ene、6

Ketotestosterone enanthate、Pro Met Asn、AspHis Leu Asp、Uric acid、5,9:6,9

Diepoxy
‑4‑
megastigmene、Lormetazepam、Dihydralazine、Cys Asp Val、Purmorphamine、Lys Arg His Asp、Lys Tyr Tyr、3,4,5

trihydroxy
‑6‑
[(5

hydroxy
‑7‑
methoxy
‑4‑
oxo
‑2‑
phenyl

4H

chromen
‑6‑
yl)oxy]oxane
‑2‑
carboxylic acid、12

methoxy

5,7,9,20

tetraoxahexacyclo[11.7.0.0(2),(1).0(3),.0,.0(1),(1)]icosa

1(13),2(10),11,14(18)

tetraene

17,19

dione、3,4,5

trihydroxy
‑6‑
{[3,6,7

trihydroxy
‑2‑
(4

hydroxy
‑3‑
methoxyphenyl)
‑4‑
oxo

3,4

dihydro

2H
‑1‑
benzopyran
‑5‑
yl]oxy}oxane
‑2‑
carboxylic acid、TG(10:0/12:0/i

12:0)、PA(22:0/22:2(13Z,16Z))、(2R)

1,2

Epoxypropane、2

Aminoethanol、Ala Leu Ala Pro Lys、PC(16:1(9Z)/20:5(5Z,8Z,11Z,14Z,17Z))、Formononetin、Benzanthrone、LysoPA(i

22:0/0:0)、3

(3,4

dihydroxyphenyl)
‑2‑
(sulfooxy)propanoic acid、Narbomycin、Aphidicolin、Met

Enkephalin、2

(BENZYLMETHYLAMINO)

ETHANOL N

OXIDE、Benzoic acid、Thr Tyr Arg Lys、Oleoyl 3

carbacyclic phosphatidic acid、3

(2

Methoxyphenyl)propanoic acid、Lys

Val、Prostaglandin E2 isopropyl ester、Naltrexone、1,2

dipalmitoyl

sn

glycero
‑3‑
phosphoethanolamine

N

(succinyl)、[(1R,4aS)

1,4a

dimethyl
‑7‑
propan
‑2‑
yl

2,3,4,9,10,10a

hexahydrophenanthren
‑1‑
yl]methanediol、Leucyl

Methionine、(S)

1,2

Epoxypropane、β

Asarone、TG(15:0/16:0/15:0)、TG(14:0/14:1(9Z)/20:5(5Z,8Z,11Z,14Z,17Z))、Thiosulfate、1H

Thieno[3,4

d]imidazole
‑4‑
pentanoic acid,hexahydro
‑2‑
oxo

,2

[2

(aminooxy)acetyl]hydrazide,(3aS,4S,6aR)

,N

Nitrosodibutylamine、Cys

Met、3

Carboxy
‑4‑
methyl
‑5‑
propyl
‑2‑
furanpropionic acid、4

Heptanone、beta

Alaninebetaine;beta

Alanine betaine;Propiobetaine;Trimethylalanine、Canthiumine、9H

Pyrido[3,4

B]indole、Rivastigmine、(5Z)
‑5‑
[[4

(2

Thiophen
‑2‑
ylethoxy)phenyl]methylidene]

1,3

thiazolidine

2,4

dione、Trimethylamine N

Oxide、TG(15:0/15:0/16:0)、1

Aminocyclopropane
‑1‑
carboxylic acid、sec

o

Glucosylhamaudol、Kalkitoxin thioamide alcohol、Homovanillin、(1S,2R,4R,7E,11S)

4,8

dimethyl

12

methylidene

3,14

dioxatricyclo[9.3.0.02,4]tetradec
‑7‑
en

13

one、Octadecanal、Cys Thr Val、Ser Asp Ile Glu Val、Bisabolol oxide A、Asp Trp Arg、Hydroperoxide,[(4E)
‑5‑
phenyl
‑4‑
penten
‑1‑
yl]

、2

Pentenoic acid、Gly Pro Lys、SN38 Glucuronide、Betaine、Arg Phe Asn Ala His、PE

NMe(16:0/15:0)、1,3

Diaminopropane、LTB4、γ

Octalactone、3

Methyl

3H

imidazo[4,5

f]quinolin
‑2‑
amine、Luteolin
‑7‑
O

glucuronide、(5R)
‑6‑
Hydroxy
‑5‑
isopropenyl
‑2‑
methylhexanoate、Lys Asp Tyr Glu Leu、δ

Octalactone、(2S)
‑2‑
azaniumyl
‑3‑
(7

chloro

1H

indol
‑3‑
yl)propanoate、Diethylstilbestrol、Metaxalone、Methyl decanoate、Gramine、Yohimbic acid、Thr Pro Glu、N,N

Dihydroxy

L

phenylalanine,4'

Carbamoyl

[1,1'

biphenyl]
‑4‑
yl methyl(3

(pyridin
‑4‑
yl)benzyl)carbamate、PE

NMe(14:0/18:4(6Z,9Z,12Z,15Z))、Cys Tyr Asn、Tetraethylene glycol monomethyl ether、PE

NMe(15:0/16:0)、Arg Ile Ile、N

Methyl

L

proline、L

Serine、Harman、Debromohymenialdisine、Leu

Tyr、6

N,4

diphenyl

1,4

dihydro

1,3,5

triazine

2,6

diamine,1,2,4

Tris(methylene)cyclohexane、PA(22:6(4Z,7Z,10Z,13Z,16Z,19Z)/22:1(13Z))、Lys Trp Lys、Stercobilin、PE

NMe(14:0/20:0)、2

Dehydropantolactone、Cortisol 21

Acetate、Leu

Gln、Val Arg Ala Asp Leu、Tyr Lys Met、Gamma

Mercholic Acid、Asp Gly His Ser Thr、4

Hexylresorcinol、N,N'

Diacetylchitobiose、3

[1

(3

Aminopropyl)

1H

indol
‑3‑
yl]
‑4‑
(1

methyl

1H

indol
‑3‑
yl)

1H

pyrrole

2,5

dione、(3S,4R,5S,6S)
‑2‑
[(4E,6E,8E,10E,12E,14E,16E,18E,20E,22E,24E)
‑2‑
hydroxy

25

(4

hydroxy

2,6,6

trimethylcyclohexen
‑1‑
yl)

2,6,10,14,19,23

hexamethylpentacosa

4,6,8,10,12,14,16,18,20,22,24

undecaen
‑3‑
yl]oxy
‑6‑
methyloxane

3,4,5

triol、Gly Ala His、Carnitine C13:0、Serotonin、N

Acetyl

Asp

Glu、Arctigenin、N

benzyl
‑1‑
methyl

1H

pyrazolo[3,4

d]pyrimidin
‑4‑
amine、Dimethomorph、Capsidiol、Umbelliprenin、N

Succinyl

LL

2,6

diaminoheptanedioate;N

Succinyl

LL

2,6

diaminopimelate;N

Succinyl

L

2,6

diaminoheptanedioate;N

Succinyl

L

2,6

diaminopimelate、Tolbutamide、2

Aminonicotinic acid、Ethanone,2

(3

methoxyphenyl)
‑1‑
(1

pentyl

1H

indol
‑3‑
yl)

,Cucurbitacin I 2

glucoside、Archangelicin、CoenzymeQ6、Gly

Leu、Arg Leu Arg Glu Lys、PE

NMe(15:0/18:3(9Z,12Z,15Z))、Chloroxuron、(

)
‑3‑
Cyanomethyl
‑3‑
hydroxy

1H

indol

2(3H)

one、PA(18:0/20:3(5Z,8Z,11Z))、Ser Ile Lys Gly Lys、1,2

Dihexanoyl

sn

glycerol、Isorenieratene、N

Tigloylglycine、Sclareol、8R

Hydroxy

4Z,6E,10Z

hexadecatrienoic acid、PE

NMe(20:0/14:0)、Lys Leu Gly Gln Ser、Met Glu His、3

Hydroxyvalproic acid、Paliperidone、(3S,5S,9R,10S,13R,14R,17R)

17

[(2R,5S)

5,6

dimethylheptan
‑2‑
yl]

10,13

dimethyl

2,3,4,5,6,9,11,12,14,15,16,17

dodecahydro

1H

cyclopenta[a]phenanthren
‑3‑
ol、PE

NMe(15:0/15:0)、Gly

Arg、2

(3,4

dihydroxy
‑5‑
methoxyphenyl)

3,5,7

trihydroxy
‑6‑
methoxy

4H

chromen
‑4‑
one、Trp Thr Lys、PE

NMe(18:3(6Z,9Z,12Z)/15:0)、Neohesperidose、Dibenzofuran;Diphenylene oxide、2,3

Diphenylquinoxaline
‑6‑
carboxylic acid、Cys Gln Lys、S

(Indolylmethylthiohydroximoyl)

L

cysteine、1

Stearoylglycerophosphoserine、Erythromycin、Dihydrofolic acid、Lys His Ala、Cotinine、2,3,4,5

Tetrahydro
‑7‑
methoxy
‑4‑
methyl

1,4

benzothiazepine、p

Coumaroylagmatine、(2S)
‑2‑
Hydroxybutanedioic acid、Ketotifen、p

Coumaroyl

D

glucose;1

O

(4

Coumaroyl)

beta

D

glucose;1

O

(4

Hydroxycinnamoyl)

beta

D

glucose、2

Methoxy

1,4

benzenediol、L

Fucose、Nelarabine、2

(5

Oxovaleryl)phosphatidylcholine、Fraxin、Methyl myristoleate、Ser Ile Gln、Cyanuric acid、Lys Asn Ser、(1S)

(+)

Camphorquinone、TyrMe

His

OH、Digoxigenin bisdigitoxoside、Crepenynate;(9Z)

Octadec
‑9‑
en

12

ynoate;(Z)
‑9‑
Octadecen

12

ynoic acid;Crepenynic acid、Ethylone、His Met Glu、Prostaglandin D2 serinol amide、Oleic acid ethyl ester、(2S)
‑2‑
Amino
‑3‑
phenyl
‑1‑
propanol、2

Amino

N

[2

(2,5

dimethoxyphenyl)
‑2‑
hydroxyethyl]acetamide、GlyAsn Val、Dibutyl adipate、Selamectin、3,4

Dihydroxymandelic acid、Glu

Gly、γ

Nonalactone、Gly Arg Asp、Lys Gly Ala Glu Lys、Carnitine C5:0、Cyclooctat
‑9‑
en
‑7‑
ol;(1S,3aS,4R,7S,9aS,10aS)

1,4,9a

Trimethyl
‑7‑
(propan
‑2‑
yl)

1,2,3,3a,4,5,7,8,9,9a,10,10a

dodecahydrodicyclopenta[a,d][8]annulen
‑4‑
ol、Thr Tyr Asn、(4S)
‑7‑
Hydroxy
‑4‑
isopropenyl
‑7‑
methyl
‑2‑
oxo

oxepanone;(4S)
‑7‑
Hydroxy
‑4‑
isopropenyl
‑7‑
methyloxepan
‑2‑
one、PE(18:1(11Z)/18:3(6Z,9Z,12Z))、Carnitine C14:0、2,3,4,5

Tetrahydro
‑1‑
benzoxepin
‑3‑
one、2

Methyl
‑3‑
hydroxybutyric acid、Nootkatol、12

Hydroxy

4,4

bisnor

4,8,11,13

podocarpatetraen
‑3‑
one、4

Ethylbenzoic acid、4,8

Dimethoxy

2(1H)

quinolinone、Triamifos、1

Oleoyl

sn

glycero
‑3‑
phosphocholine、Isopropyl 4

hydroxybenzoate、Paromamine;Neomycin D、1,2

Dehydroreticuline;1,2

Dehydroreticulinium;3,4

Dihydro
‑7‑
hydroxy
‑1‑
[(3

hydroxy
‑4‑
methoxyphenyl)methyl]
‑6‑
methoxy
‑2‑
(methyl

14C)

isoquinolinium、N

(4

acetamidophenyl)

Indomethacin amide、5β

Dihydrotestosterone、Dioxacarb、3

Oxo
‑4‑
cholestenoic acid、Retinoyl beta

glucuronide、Bethanechol cation、Pro Ala Asp Lys Thr、His

Nap

OH、Lys Glu Arg、Carnitine C4:0、Prolyl

Lysine、1,25

Dihydroxyvitamin D3

26,23

lactone、Asp Gly Lys Ile Leu、N

Acetyl

L

tryptophanamide、JWH 018 5

hydroxyindole metabolite、3

Methoxy

4',5

dihydroxy

trans

stilbene、3,4,5

trihydroxy
‑6‑
({5,6,14

trimethoxy

8,17

dioxatetracyclo[8.7.0.0(2),.0(1)(1),(1)]heptadeca

2,4,6,11(16),12,14

hexaen
‑4‑
yl}oxy)oxane
‑2‑
carboxylic acid、Telmisartan、Phe Ser Tyr Asp、Asn Glu、5

Hydroxy
‑2‑
oxo
‑4‑
ureido

2,5

dihydro

1H

imidazole
‑5‑
carboxylic acid ester、2,4

Dihydroxyheptadec

16

ynyl acetate、Tyr Ser Asn Arg、Trp

Ile、D

Proline、Oxprenolol、HisTrp Trp、N

Acetyltyramine、Tyr Asn Glu、5

Methyluridine、Leu Met Lys Asp Gly、Indole、Sulfamoxole、Pro Glu Glu Leu Lys、Zeaxanthin、1

(3,4

Diethoxybenzyl)

6,7

diethoxyisoquinoline、Triflumizole、Phe Asn Glu、Americine、Tyr Glu Lys、4

(Dimethylamino)cinnamaldehyde、Thr

Leu、SC

1、Sambunigrin、Abscisic alcohol、Ursodeoxycholic acid、Pro Pro Thr、(2R,3R,4S,5S,6R)
‑6‑
[[(4S)

3,4,5

trihydroxyoxan
‑2‑
yl]oxymethyl]oxane

2,3,4,5

tetrol、desmethylclomipramine、His Asp Ser、Tyr Asp、6

[4

(1H

Imidazol
‑1‑
yl)phenoxy]

N,N

dimethyl
‑1‑
hexanamine,dihydrochloride、Asp

His

OH、17

alpha

Estradiol
‑3‑
glucuronide、Gln Glu His、Thymidine、{3

[(1E)
‑3‑
hydroxybut
‑1‑
en
‑1‑
yl]phenyl}oxidanesulfonic acid、6

[4

(5,7

dihydroxy
‑4‑
oxo

3,4

dihydro

2H
‑1‑
benzopyran
‑2‑
yl)phenoxy]

3,4,5

trihydroxyoxane
‑2‑
carboxylic acid、1

O

Cinnamoylglucose、Phenylephrine、7

Methyluric Acid、alpha

Muricholic acid、Lys

Gly、Geranic acid、3

Methylcrotonyl Glycine、(3S,5R,10S,13R,14R,17R)
‑3‑
hydroxy

4,10,13

trimethyl

17

[(2R)
‑6‑
methylhept
‑5‑
en
‑2‑
yl]

1,2,3,5,6,7,11,12,14,15,16,17

dodecahydrocyclopenta[a]phenanthrene
‑4‑
carboxylic acid、1H

Pyrrole
‑3‑
carboxylic acid,2,5

dihydro
‑4‑
hydroxy
‑5‑
oxo
‑1‑
(phenylmethyl)

,ethyl ester、PE

NMe(16:1(9Z)/18:3(6Z,9Z,12Z))、Discadenine;3

(3

Amino
‑3‑
carboxypropyl)

N6

(delta2

isopentenyl)

adenine、Rimexolone、Oxazepam glucuronide、S,S'

1,3

Phenylenebis(1,2

ethanediyl)bisisothiourea、Oxindole、(4S,4aR,5R,6R,12aR)
‑2‑
carbamoyl
‑4‑
(dimethylazaniumyl)

5,6,10,12a

tetrahydroxy
‑6‑
methyl

3,11,12

trioxo

4a,5

dihydro

4H

tetracen
‑1‑
olate、P

Coumaryl Alcohol、Penitrem B、1

Aminopropan
‑2‑
ol、Val Thr Tyr Lys、L

Selenocystathionine、Altretamine、3

Methyl
‑4‑
phenylbutan
‑2‑
one、Val Glu Thr Glu、Dexibuprofen、4

Methoxybenzenemethanol、Cortisol 21

sulfate、Alloavicholate;Alloavicholic acid;3alpha,7alpha,16alpha

Trihydroxy

5alpha

cholan

24

oic acid、Palmitoyl sphingomyelin、Tetramethylnordihydroguaiaretic acid、β

Muricholic acid、6

{[2

(2,4

dihydroxyphenyl)propanoyl]oxy}

3,4,5

trihydroxyoxane
‑2‑
carboxylic acid、Polygodial、Santin、7

Methoxyflavanone、2

Hydroxy
‑4‑
methoxyacetophenone 5

sulfate、Ile Arg Asn Asp、Desloratadine、Met Gly Phe、2,2,6,6

Tetramethyl
‑4‑
piperidinone、Arg Asp His、Mefenorex、Angustine、Gly Lys Phe、His

Asn、Gln Arg Asp Glu、Metolachlor、2

Dehydro

3,6

dideoxy
‑6‑
sulfo

D

gluconate;2

Keto

3,6

dideoxy
‑6‑
sulfogluconate、Pregn
‑4‑
ene

3,20

dione,21

(acetyloxy)

16,17

epoxy

,(16α)

、Arg Glu Glu、2,7,4'

Trihydroxyisoflavanone、Taxa

4(20),11(12)

dien

5alpha

ol;Taxa

4(20),11

dien

5alpha

ol、Acerinol、Apiole、phenylacetylglutamine、malvidin
‑3‑
O

arabinoside、Estragole、2,3

Bis(4

hydroxyphenyl)

1,2

propanediol、gamma

L

Glutamyl

L
‑2‑
aminobutyrate、Pyrrole、Met His Asn、Arg Tyr Leu Lys、O

Acetylsalicylhydroxamic acid、tryptophan betaine、(S)

Mandelic acid、Tyr Thr Ala Glu、Vanillactic acid、1,9

Pyrazoloanthrone、Atrolactic acid、Pregnandiol、α,α,α

Trifluorothymidine、Nortriptyline、5

(3',4',5'

Trihydroxyphenyl)

gamma

valerolactone

4'

O

sulphate、Acetylsalicylic acid、7a

Hydroxy

5b

cholestan
‑3‑
one、o

Phenylenediamine、His Glu Gln Lys、Isodesmosine、Methylurea、Fentrazamide、Voriconazole N

oxide、Unoprostone isopropyl ester、His Gly Met、Ala Leu Thr、27

Nor

5b

cholestane

3a,7a,12a,24,25

pentol、LeuThr Thr、Rinderine、Nialamide、24,25

hydroxyvitamin D3、Imiquimod、3,4,5

trihydroxy
‑6‑
{[3

(3

hydroxy
‑5‑
methoxyphenyl)prop
‑2‑
enoyl]oxy}oxane
‑2‑
carboxylic acid、Pro Met Ser、Gly Met Tyr、2

Acetamido
‑2‑
deoxy
‑3‑
O



D

galactopyranosyl)

D

glucopyranose、Prostaglandin E2 p

benzamidophenyl ester、4

Hydroxy
‑3‑
(3

methyl
‑2‑
butenyl)benzaldehyde、4

[(2E)
‑3‑
phenylprop
‑2‑
en
‑1‑
yl]benzene

1,3

diol、Nap

Ser

OH、Lestaurtinib、(9E)
‑9‑
nitrooctadecenoic Acid、N

Benzyl
‑1‑
methyl

1H

pyrazolo[3,4

d]pyrimidin
‑4‑
amine、5

(1

Hydroxyethyl)oxolan
‑2‑
one、Benzamide,4

(dimethylamino)

N

[7

(hydroxyamino)
‑7‑
oxoheptyl]

、His

Asp

OH、Methylgibberellin A4、6Naltrexol、Lys Gly Tyr、4,4'

Diapophytoene;Dehydrosqualene;15

cis

4,4'

Diapophytoene、Costunolide、Chlormadinone acetate、11

Hydroxy

.DELTA.9

tetrahydrocannabinol、TyrMe

Trp

OH、Hexahydrocurcumin、Met Pro Thr Phe Gln、Hydroxysqualene;12

Hydroxysqualene、7alpha,12alpha

Dihydroxy
‑3‑
oxochol
‑4‑
en

24

oic Acid、N

Lauroyl

D

erythro

sphinganine、Asp Gln Asn Asp、Ala His Thr、Lys Met Trp、Chenodeoxyglycocholic acid、Pro Gln Tyr、ADENINE、Beraprost、Polyethylene,oxidized、3

(Acetyloxy)
‑9‑
mercaptoandrosta

3,5

diene

11,17

dione、Sinapic acid、Ala His Leu Asp、4

(Methylsulfanyl)
‑2‑
oxobutanoic acid、Benzyl nicotinate、1

Methyl

hydantoin、2,6

Dichlorohydroquinone、Ala

Phe、2,3,5

Trimethacarb、Val Tyr Pro Glu Leu、Scopolamine N

oxide、(2R,4R,5S)

1,2,4,5,6

pentahydroxyhexan
‑3‑
one、Propyleneglycol diacetate、2

Succinyl
‑5‑
enolpyruvyl
‑6‑
hydroxy
‑3‑
cyclohexene
‑1‑
carboxylate;5

Enolpyruvoyl
‑6‑
hydroxy
‑2‑
succinylcyclohex
‑3‑
ene
‑1‑
carboxylate、Sarsasapogenin、Asp Asp Leu、5

Heptenoic acid,7

[(1R,2R,3R,5S)

3,5

dihydroxy
‑2‑
[(3R)
‑3‑
hydroxy
‑5‑
phenylpentyl]cyclopentyl]

,4

(3

thioxo

3H

1,2

dithiol
‑5‑
yl)phenyl ester,(5Z)

、Val Arg Ile Asp、Lys Cys Gly、(E)

3,7

Dimethylocta

1,6

diene

3,8

diol;(6E)
‑8‑
Hydroxylinalool、4

Hydroxy

L

glutamic Acid、Asp Gly Phe、Pioglitazone、Dibutyl sebacate、4

O

Methylpinosylvic acid、Benzenemethanol,α

pentyl
‑3‑
(2

quinolinylmethoxy)

、Apocholic acid;3alpha,12alpha

Dihydroxy

5beta

chol

8(14)

en

24

oic acid、Trimetazidine、4

(4

Fluorophenyl)
‑2‑
(4

nitrophenyl)
‑5‑
(4

pyridyl)

1H

imidazole、5β

Androstane

3α,17β

diol、Morellinol、Ile

Phe4Cl

OH、3'

p

Hydroxypaclitaxel、1,4

Bis(chloromethoxymethyl)benzene、Chlormequat cation、Cis/trans

(S)

(

)

limonene oxide、Dehydroemetine、Thr Arg、Leu Ser His Asp、3,4

dihydroxy
‑2‑
[(2Z)
‑4‑
hydroxy
‑3‑
(4

methylpent
‑3‑
en
‑1‑
yl)but
‑2‑
en
‑1‑
yl]benzoic acid、(2S)
‑2‑
azaniumyl
‑3‑
(4

hydroxy
‑3‑
methylphenyl)propanoate、Ergonovine、estrone 3

sulfate、Glycohyodeoxycholic acid、(3S)
‑3‑
[(1S)

1,4

dimethylcyclohex
‑3‑
en
‑1‑
yl]
‑3‑
methyl
‑4‑
methylidenecyclopentan
‑1‑
ol、Tricin methyl ether、Biliverdin、Cholic acid glucuronide、Gly Thr Lys、Arg Cys Gly、2

hydroxy
‑1‑
[(3R,10S,11S,13S,17R)

3,11,17

trihydroxy

10,13

dimethyl

1,2,3,4,5,6,7,8,9,11,12,14,15,16

tetradecahydrocyclopenta[a]phenanthren

17

yl]ethanone、δ

Undecalactone、Illudin M、(3S)

2,3

epoxy

2,3

dihydrosqualene、Glycodiazine、Topotecan、L

Theanine、Enterolactone、Tyr Lys His、(6Z,10E,14Z,18E)

2,3,6,10,15,19,23

heptamethyltetracosa

1,6,10,14,18,22

hexaene、Val Leu Gly、β

D

Glucopyranosiduronic acid、4

(7

hydroxy
‑4‑
oxo

4H
‑1‑
benzopyran
‑3‑
yl)phenyl、Rotenone、L

Rhamnose、Pro Cys Ser、Gly Ala Asn Phe Glu、Melilotoside、18

Hydroxycorticosterone、Chidamide、3

(2,5

dimethoxyphenyl)propanoic acid、Benzenepropanoic acid、5

(3

carboxybenzoyl)
‑2‑
[[(5E)
‑6‑
(4

methoxyphenyl)
‑5‑
hexen
‑1‑
yl]oxy]

、Spectinomycin、Thr Met Met、S,S

Dimethyl

beta

propiothetin;S

Dimethylsulfoniumpropionic acid;Dimethylpropiothetin;DMPT;DMSP、Cys His Leu、Cannabidiolic acid、N

Arachidonoyl

L

serine、Daidzein、Dihydrophaseic acid、4

Hydroxypropranolol、Carnitine C8:0、2

O

Glutaroyl
‑1‑
O

palmitoyl

sn

glycero
‑3‑
phosphocholine、[6]

Shogaol、1,2

Naphthoquinone、Malachite green、Carbazole、Asp Thr ValIle Glu、Phe

HoPhe

OH、Picrocrocin、12

Ketodeoxycholic acid、6

Hydroxymelatonin、Lumichrome、DL
‑2‑
Aminocaprylic acid、Phenethyl rutinoside、Bethanidine、Methasterone、5'

Oxoinosine;5'

Dehydroinosine、7

Methylxanthine、(3E)
‑4‑
(2

Carboxyphenyl)
‑2‑
oxobut
‑3‑
enoate;trans

2'

Carboxybenzalpyruvate、Phe

Glu、(E)
‑2‑
cyano
‑3‑
(3,4

dihydroxyphenyl)

N

phenylacrylamide、3,4,5

Trimethoxybenzoic acid、DL

Coniine、L

Dopa、His Leu Gln、Prenoxdiazine、Benzamide、L
‑4‑
Hydroxyphenylglycyl

L

arginine;L

pHPg

L

Arg、Androsterone Enanthate、Silodosin、2

Aminoethanesulfonic Acid、N

Acetyl

D

phenylalanine、1

Naphtholβ

D

glucuronide、PE

NMe(15:0/20:0)、DL

PDMP(hydrochloride)、2

Methyl
‑4‑
phenyl
‑2‑
butanol、Torachrysone 8

glucoside、Pyrogallol
‑2‑
O

sulphate、5beta

Cholestane

3alpha,7alpha,12alpha,26

tetrol、Trp Asp His、Bisacodyl、Ser Val Thr、Ala Pro Asp Ala Lys、5,6

Dimethylbenzimidazole、Glu Ile、3,5

Dimethoxy
‑4‑
Hydroxycinnamic Acid、PGDM

d4、Ursocholic acid、Hymenoflorin、Ethanolamine、butyrate、2

hydroxyphenylacetic acid、TyrMe

Met

OH、Reboxetine、Phe Gln Arg Lys、Panthenol、Benzaldehyde、Butoxyacetic acid、4

Hydroxytryptamine、12

trans

Hydroxy juvenile hormone III、N

Desmethyltapentadol、thio

Miltefosine、Methazolamide、Dropropizine、1

Stearoyl
‑2‑
Arachidonoyl PC

d8、Furathiocarb、Lificiguat、Ala Asp Arg Arg、JWH031、6,8a

Seco

6,8a

deoxy
‑5‑
oxoavermectin”2a”aglycone、Tyr Ser Glu Lys、L

Ascorbate、Hepoxilin、B3;(5Z,8Z,14Z)

(11S,12S)

11,12

Epoxy

10

hydroxyeicosa

5,8,14

trienoic acid;(5Z,8Z,14Z)

(11S,12S)

11,12

Epoxy

10

hydroxyicosa

5,8,14

trienoic acid、Latia luciferin、4

Pyridoxic Acid、Thalsimine、Monobutyl phthalate、Nap

Leu

OH、Disulfiram、Lolitrem K、Docosahexaenoic acid ethyl ester、(1S,13S,15S,18S)

5,7

dioxa

12

azapentacyclo[10.5.2.01,13.02,10.04,8]nonadeca

2,4(8),9,16

tetraene

15,18

diol、17a

Hydroxyprogesterone、NO

Losartan A、(2S)
‑4‑
[[(2S,3S,4R,5R)
‑5‑
(6

aminopurin
‑9‑
yl)

3,4

dihydroxyoxolan
‑2‑
yl]methyl

(carboxylatomethyl)sulfonio]
‑2‑
azaniumylbutanoate、(R)

p

Mentha

1,8

dien
‑7‑
ol、Dihydrojasmonic acid、(

)
‑‑
Pinene、(3S)
‑6‑
Hydroxy
‑3‑
isopropenyl

heptanoate;6

Hydroxy
‑3‑
isopropenylheptanoate、Axillarin 4'

glucuronide、Pro Phe Tyr Leu Arg、D

Pantethine、Arg Phe Ala、8

Chlorodibenz[b,f][1,4]oxazepine

10(11H)

carboxy

(2

acetyl)hydrazide、3

(3

Hydroxyphenyl)
‑3‑
hydroxypropanoic acid、Thr His Trp、Carvyl acetate、Acylated phloroglucinol、Cyhalofop

butyl、1b,3a,12a

Trihydroxy

5b

cholanoic acid、Thr Phe Leu Thr Gln、Diphenoxylate、Carapin

8(9)

ene、Tobramycin、Tazarotenic acid、Prunasin、Cycloleucine、Glycochenodeoxycholic acid 7

sulfate、3

(1

Pyrrolidinyl)
‑2‑
butanone、Isopropyl dodecylfluorophosphonate、PE

NMe(15:0/18:2(9Z,12Z))、Val Pro Asn、Disopyramide、3

Amino
‑1‑
(2

aminophenyl)propan
‑1‑
one、Physalolactone C、ethyl 6,7

dimethoxy
‑4‑
oxo

2,3

dihydro

1H

naphthalene
‑2‑
carboxylate、4

(Methylnitrosamino)
‑1‑
(3

pyridyl)
‑1‑
butanone、1,7

Bis(4

hydroxyphenyl)
‑4‑
hepten
‑3‑
one,Zopiclone、Lys Ser Gly、Bamethane、Mollicellin I、Modafinil、Phe Asp、LPE(18:1/0:0)、Tyr Met Arg、5

Methylchrysene、Virginiamycin S1、Arnicolide A、His Ser Leu Lys、16

hydroxy

15

methyl

7,9,19,21

tetraoxa

15

azapentacyclo[15.7.0.04,12.06,10.018,22]tetracosa

1(17),4,6(10),11,18(22),23

hexaen
‑3‑
one、Lys Leu Phe、4

O

Caffeoylquinic acid、8

Hydroxy
‑5‑
[1

hydroxy
‑2‑
(isopropylamino)butyl]

2(1H)

quinolinone、11

Oxo

beta

amyrin;3beta

Hydroxyolean

12

en

11

one、Asn

Leu

OH、Thioperamide、Lys ArgGln、Glu Phe Thr Pro Ala、Arachidonic acid ethyl ester、Cuminaldehyde、2

Amino
‑3‑
oxo
‑4‑
phosphonooxybutyrate;L
‑2‑
Amino
‑3‑
oxo
‑4‑
phosphonooxybutyrate;(2S)
‑2‑
Amino
‑3‑
oxo
‑4‑
phosphonooxybutanoate、Ile Ser Ser Lys Ala、1

Methyluric Acid、
Clindamycin、10

Nitrooleic acid、Murideoxycholic acid、2

Propylbenzimidazole、Desmethylolanzapine、(2S)
‑4‑
[[(2R,3R,4R,5S,6R)
‑3‑
acetamido

4,5

dihydroxy
‑6‑
(hydroxymethyl)oxan
‑2‑
yl]amino]
‑2‑
azaniumyl
‑4‑
oxobutanoate、(R)

(+)

Arachidonyl

1'

hydroxy

2'

propylamide、2,7,8

Trimethyl
‑2‑


carboxyethyl)
‑6‑
hydroxychroman、2

hydroxy
‑2‑
(1H

indol
‑3‑
yl)acetonitrile、4

(Diphenylmethoxy)
‑1‑
[3

(1H

tetrazol
‑5‑
yl)propylpiperidine、Ile Cys Met、2

Acetamido
‑3‑
(4

hydroxy
‑3‑
methoxyphenyl)propanoic acid、[2

(5,7

dihydroxy
‑4‑
oxo
‑2‑
phenyl

3,4

dihydro

2H
‑1‑
benzopyran
‑8‑
yl)

3,5

dihydroxy
‑6‑
(hydroxymethyl)oxan
‑4‑
yl]oxidanesulfonic acid、Ala Phe Gln Lys、Tyramine;LC

ESI

QTOF;MS2;CE、Leukotriene A4、N

Tris(hydroxymethyl)methyl
‑2‑
aminoethanesulfonic acid、Tafluprost(free acid)、Sphingosine、Glucovanillin、Ciliatocholate;Ciliatocholic acid;2

Aminoethylphosphocholate、Testosterone enanthate、5

{5

[(E)
‑2‑
(3,5

dihydroxyphenyl)ethenyl]
‑4‑
hydroxy
‑2‑
(4

hydroxyphenyl)

2,3

dihydro
‑1‑
benzofuran
‑3‑
yl}benzene

1,3

diol、Deoxycholic acid、Di

n

octyl phthalate、6

Mercaptopurine;Mercaptopurine、rac

5,6

Epoxy

retinoyl

beta

D

glucuronide、Mycophenolic acid glucuronide、Glu Thr His Glu、Cyclic cmp、N

(3

acetamidopropyl)pyrrolidin
‑2‑
one、Dihydrodiethylstilbestrol、Arg Phe Asp、Raltegravir、6H

Thieno[3,2

f][1,2,4]triazolo[4,3

a][1,4]diazepine
‑6‑
acetamide,4

(4

chlorophenyl)

N

(4

hydroxyphenyl)

2,3,9

trimethyl

,(6S)

、XANTHOSINE、Coumarin、Ser Tyr Asp Glu、(2S,3S)
‑3‑
methylphenylalanine、Gly Pro Phe、Indole
‑3‑
acetyl

myo

inositol;Indol
‑3‑
ylacetyl

myo

inositol;Indole
‑3‑
ylacetyl

myo

inositol、Lys Met Glu、PE

NMe(14:0/20:4(8Z,11Z,14Z,17Z))、Arg Tyr Met、11

Hydroxyprogesterone 11

glucuronide、Glu

Phe、Pro Pro Asp、7alpha

Hydroxy
‑4‑
cholesten
‑3‑
one、Cianidanol、(

)

Verbenone、Selexipag、(S)

Desmethylcitalopram、beta

Citraurin;3

Hydroxy

beta

apo

8'

carotenal、(1R,4R)

3,5,5

trimethyl
‑4‑
[(1E,3E,5E,7E,9E,11E,13E,15E,17E)

3,7,12,16

tetramethyl

18

[(1R)

2,6,6

trimethylcyclohex
‑2‑
en
‑1‑
yl]octadeca

1,3,5,7,9,11,13,15,17

nonaenyl]cyclohex
‑2‑
en
‑1‑
ol、beta

Glucogallin、9S,11R

Dihydroxy

15

oxo

13E

prostenoic acid、1

Octen
‑3‑
OL、Estrone sulfate、His Tyr Thr、Artocarpetin B、Atrazine

desisopropyl、Gln Val Phe、Asp Asn Ile、δ

Valerolactam、4

(4

chloro

1,2

diphenylbut
‑1‑
en
‑1‑
yl)phenol、Floramultine、Asp Asp Gly、1

Anilino

9,10

dioxo
‑2‑
anthroic acid、Estrone glucuronide、Diphenidol、Asp Arg His、6

[2

(1

carboxyethyl)
‑5‑
hydroxyphenoxy]

3,4,5

trihydroxyoxane
‑2‑
carboxylic acid、Cilastatin、5

trans Fluprostenol、Vellosimine、(

)

Citronellol、Isozeaxanthin、Traumatic acid、3,4,5

trihydroxy
‑6‑
[(8

hydroxy
‑4‑
methyl
‑2‑
oxo

2H

chromen
‑7‑
yl)oxy]oxane
‑2‑
carboxylic acid、N

Acetyl

L

Tyrosine、Tyr Trp Thr、Methylthiobenzoic acid、Prilocaine、4

Chlorophenylacetic acid、Lucidenic acid D1、PA(22:0/i

16:0)、3

Deoxy

D

arabino

heptulosonate
‑7‑
phosphate、Convallatoxin、Gravacridonolchlorine、Alpha

Hydroxyhippuric acid、Ile Thr SerArg Glu、6alpha

Fluoro

17

hydroxycorticosterone 21

acetate;6alpha

Fluoro

11beta,17,21

trihydroxypregn
‑4‑
ene

3,20

dione 21

acetate、7

ketodeoxycholic acid、Arg Lys His Arg、4,4'

Methylenedianiline、Leu Gln Trp、Naringenin
‑7‑
O
‑‑
D

Glucuronide、Trp Tyr Thr、Rimantadine、Tetracosatetraenoic acid(24:4n

6)、Val His Glu Lys Ala、L

Lactaldehyde、Constanolactone E methyl acetonide、2

[4

(4

chloro

1,2

diphenylbut
‑1‑
en
‑1‑
yl)phenoxy]
‑1‑
(dimethylamino)ethan
‑1‑
ol、Gravacridonetriol glucoside、Arecoline、Thromboxane A2、p

Hydroxyphenobarbital、(8R,9S,10S,13S,14S)

10,13

dimethyl

2,3,4,5,6,7,8,9,11,12,14,15,16,17

tetradecahydro

1H

cyclopenta[a]phenanthrene

3,17

diol、3

Ketolactose、Thymine、Glutathionylaminopropylcadaverine、Lys Gly Gln Lys Val、[(9R,10S,12S,13S,14R,16S,18R)

13

ethyl

14

hydroxy
‑8‑
methyl

8,15

diazahexacyclo[14.2.1.01,9.02,7.010,15.012,17]nonadeca

2,4,6

trien

18

yl]acetate、[4,5,6

trihydroxy
‑2‑
(hydroxymethyl)oxan
‑3‑
yl]2

(1H

indol
‑3‑
yl)acetate、Valyl

Alanine、O6

Methyl

2'

deoxyguanosine、Hydrocortisone sodium phosphate、Met ProPhe、Benzethonium chloride、Androst
‑5‑
ene

3,17

dione、Sedanolide、1,4

Benzenedimethanamine,N1,N4

di
‑2‑
pyridinyl

、25

Hydroxyvitamin D3

26,23

lactone、Gly Val Asn、Pro

Tyr、4

Nitrophenyl phosphate、Glafenin、Taurochenodesoxycholic Acid、Glycoursodeoxycholic Acid、1,3,7

Trimethyluric Acid、Ser Lys Ser、3

Benzyl
‑5‑
(6

carboxyhexyl)
‑1‑
(2

cyclohexyl
‑2‑
hydroxyethylamino)hydantoin、3

Methyloxindole、7α,12α

Dihydroxycholest
‑4‑
en
‑3‑
one、(3S,10R,13R)

10,13

dimethyl

17

[(2R)
‑6‑
methylheptan
‑2‑
yl]

2,3,4,9,11,12,14,15,16,17

decahydro

1H

cyclopenta[a]phenanthren
‑3‑
ol、PC(18:4(6Z,9Z,12Z,15Z)/22:2(13Z,16Z))、Betaine aldehyde、Tyr Arg Tyr、Val Val Val Gly Gly、3

Ketocarbofuran、Marmesin、Butanoic acid、Nifedipine、Bortezomib、Glu

Tyr、Lomefloxacin、Lys Glu Asp、(S)

Laudanine、PA(18:2(9Z,12Z)/22:0)、Benzeneacetic acid,4

chloro

α

(4

chlorophenyl)

、7,12

Dioxolithocholic acid、Tolperisone、Coralyne chloride、3

O

Methylgallic acid、10

methyl
‑9‑
(phenoxycarbonyl)Acridinium fluorosulfonate、2,4'

Dihydroxyacetophenone、3,4',5

Trismethoxybenzophenone、Taxusin、Ser Lys、Genistein

4'

glucuronide、Glaucine、Met Tyr Tyr、Ala

Arg、Methanesulfonic acid;[2

methyl

11

(morpholin
‑4‑
ylmethyl)
‑9‑
oxa
‑1‑
azatricyclo[6.3.1.04,12]dodeca

2,4(12),5,7

tetraen
‑3‑
yl]

naphthalen
‑1‑
ylmethanone、Jamaicamide B、4

Amino

6,7

dimethoxy
‑2‑
(1

piperazinyl)quinazoline、PheLeu Val、5

Amino
‑1‑
β

D

ribofuranosyl

1H

imidazole
‑4‑
carboxamide、Schizandrin A、Pro Glu His、Hydrocortisone、2'

Hydroxy

3',4',5',7,8

pentamethoxyflavan、Pheophorbide a、Kanzonol V、Ser Phe Tyr Arg、N

Octanoyl

L

homoserine lactone、Indole
‑3‑
Carboxaldehyde、17α

Ethinylestradiol、Prolyl

Tyrosine、Conyrin、Bis(2

furanylmethyl)sulfide、Arg Asn Tyr、Asn Lys Phe、7,8

Dihydro

L

Biopterin、Phe Thr His、Adrenosterone、chrysin、Lysyl

Leucine、Eriocitrin、Cyclizine、Zizyphine A、beta

Ionone、Thr Tyr His Asp、Fulvestrant、(2R)
‑2‑...

【专利技术属性】
技术研发人员:柴进张晓珣彭颖赵楠童瑶孙凤军
申请(专利权)人:中国人民解放军陆军军医大学第一附属医院
类型:发明
国别省市:

网友询问留言 已有0条评论
  • 还没有人留言评论。发表了对其他浏览者有用的留言会获得科技券。

1