High-throughput metabolomics reveals the perturbed metabolic pathways and biomarkers of Yang Huang syndrome as potential targets for evaluating the therapeutic effects and mechanism of geniposide

Heng Fang , Aihua Zhang , Xiaohang Zhou , Jingbo Yu , Qi Song , Xijun Wang

Front. Med. ›› 2020, Vol. 14 ›› Issue (5) : 651 -663.

PDF (3640KB)
Front. Med. ›› 2020, Vol. 14 ›› Issue (5) : 651 -663. DOI: 10.1007/s11684-019-0709-5
RESEARCH ARTICLE
RESEARCH ARTICLE

High-throughput metabolomics reveals the perturbed metabolic pathways and biomarkers of Yang Huang syndrome as potential targets for evaluating the therapeutic effects and mechanism of geniposide

Author information +
History +
PDF (3640KB)

Abstract

High-throughput metabolomics can clarify the underlying molecular mechanism of diseases via the qualitative and quantitative analysis of metabolites. This study used the established Yang Huang syndrome (YHS) mouse model to evaluate the efficacy of geniposide (GEN). Urine metabolic data were quantified by ultra-performance liquid chromatography–tandem mass spectrometry. The non-target screening of the massive biological information dataset was performed, and a total of 33 metabolites, including tyramine glucuronide, aurine, and L-cysteine, were identified relating to YHS. These differential metabolites directly participated in the disturbance of phase I reaction and hydrophilic transformation of bilirubin. Interestingly, they were completely reversed by GEN. While, as the auxiliary technical means, we also focused on the molecular prediction and docking results in network pharmacological and integrated analysis part. We used integrated analysis to communicate the multiple results of metabolomics and network pharmacology. This study is the first to report that GEN indirectly regulates the metabolite “tyramine glucuronide” through its direct effect on the target heme oxygenase 1 in vivo. Meanwhile, heme oxygenase-1, a prediction of network pharmacology, was the confirmed metabolic enzyme of phase I reaction in hepatocytes. Our study indicated that the combination of high-throughput metabolomics and network pharmacology is a robust combination for deciphering the pathogenesis of the traditional Chinese medicine (TCM) syndrome.

Keywords

metabolomics / liquid chromatography-mass spectrometry / metabolites / metabolic pathways

Cite this article

Download citation ▾
Heng Fang, Aihua Zhang, Xiaohang Zhou, Jingbo Yu, Qi Song, Xijun Wang. High-throughput metabolomics reveals the perturbed metabolic pathways and biomarkers of Yang Huang syndrome as potential targets for evaluating the therapeutic effects and mechanism of geniposide. Front. Med., 2020, 14(5): 651-663 DOI:10.1007/s11684-019-0709-5

登录浏览全文

4963

注册一个新账户 忘记密码

References

[1]

Zhang A, Liu Q, Zhao H, Zhou X, Sun H, Nan Y, Zou S, Ma CW, Wang X. Phenotypic characterization of nanshi oral liquid alters metabolic signatures during disease prevention. Sci Rep 2016; 6(1): 19333

[2]

Zhang A, Yan G, Sun H, Cheng W, Meng X, Liu L, Xie N, Wang X. Deciphering the biological effects of acupuncture treatment modulating multiple metabolism pathways. Sci Rep 2016; 6(1): 19942

[3]

Wang X, Zhang A, Sun H, Han Y, Yan G. Discovery and development of innovative drug from traditional medicine by integrated chinmedomics strategies in the post-genomic era. Trends Analyt Chem 2016; 76: 86–94

[4]

Zhang A, Sun H, Wang X. Mass spectrometry-driven drug discovery for development of herbal medicine. Mass Spectrom Rev 2018; 37(3): 307–320

[5]

Zhang AH, Ma ZM, Sun H, Zhang Y, Liu JH, Wu FF, Wang XJ. High-throughput metabolomics evaluate the efficacy of total lignans from acanthophanax senticosus stem against ovariectomized osteoporosis rat. Front Pharmacol 2019; 10: 553

[6]

Zhang A, Sun H, Yan G, Wang P, Wang X. Mass spectrometry-based metabolomics: applications to biomarker and metabolic pathway research. Biomed Chromatogr 2016; 30(1): 7–12

[7]

Zhang A, Wang H, Sun H, Zhang Y, An N, Yan G, Meng X, Wang X. Metabolomics strategy reveals therapeutical assessment of limonin on nonbacterial prostatitis. Food Funct 2015; 6(11): 3540–3549

[8]

Fang H, Zhang A, Yu J, Wang L, Liu C, Zhou X, Sun H, Song Q, Wang X. Insight into the metabolic mechanism of scoparone on biomarkers for inhibiting Yanghuang syndrome. Sci Rep 2016; 6(1): 37519

[9]

Sun H, Wang M, Zhang A, Ni B, Dong H, Wang X. UPLC-Q-TOF-HDMS analysis of constituents in the root of two kinds of Aconitum using a metabolomics approach. Phytochem Anal 2013; 24(3): 263–276

[10]

Wu YB, Zeng CC, Peng QH, Deng X, Nie G. Study on differences of colorimetric between Yin Zheng and Yang Zheng jaundice in patients with hepatogenic jaundice. Chin J Integr Tradit West Med Liver Dis (Zhong Xi Yi Jie He Gan Bing Za Zhi) 2013; 23(3):139–141 (in Chinese)

[11]

Kim HJ, Lee SK, Ryu CH, Park DH, Lee SS, Seo DW, Kim MH. The clinical usefulness of simultaneous placement of double endoscopic nasobiliary biliary drainage. Clin Endosc 2015; 48(6): 542–548

[12]

Okamura S, Mikami K, Murata K, Nushijima Y, Okada K, Yanagisawa T, Fukuchi N, Ebisui C, Yokouchi H, Kinuta M. Long-term multidisciplinary therapy for multiple liver metastases from colorectal cancer with biliary drainage for occlusive jaundice—a case report. Gan To Kagaku Ryoho 2015; 42(12): 1740–1742 (in Japanese)

[13]

Lammert C, Bjornsson E, Niklasson A, Chalasani N. Oral medications with significant hepatic metabolism at higher risk for hepatic adverse events. Hepatology 2010; 51(2): 615–620

[14]

Mendizabal M, Silva MO. Liver transplantation in acute liver failure: a challenging scenario. World J Gastroenterol 2016; 22(4): 1523–1531

[15]

Muttaqillah N A S, Abdul Wahab A, Ding CH, Mohammad M, Biswas S, Rahman MM. Presence of anti-mitochondrial antibodies and elevated serum immunoglobulin G levels: is this primary biliary cirrhosis-autoimmune hepatitis overlap syndrome? EXCLI J 2015; 14: 175–178

[16]

Yeluru A, Cuthbert JA, Casey L, Mitchell MC. Alcoholic hepatitis: risk factors, pathogenesis, and approach to treatment. Alcohol Clin Exp Res 2016; 40(2): 246–255

[17]

Issa D, Eghtesad B, Zein NN, Yerian L, Cruise M, Alkhouri N, Adams R, Hanouneh IA. Sofosbuvir and simeprevir for the treatment of recurrent hepatitis C with fibrosing cholestatic hepatitis after liver transplantation. Int J Organ Transplant Med 2016; 7(1): 38–45

[18]

Tang X, Yang C, Gu Y, Song C, Zhang X, Wang Y, Zhang J, Hew CL, Li S, Xia N, Sivaraman J. Structural basis for the neutralization and genotype specificity of hepatitis E virus. Proc Natl Acad Sci USA 2011; 108(25): 10266–10271

[19]

Friedman LS, Gee MS, Misdraji J. Case records of the Massachusetts General Hospital. Case 39-2010. A 19-year-old woman with nausea, jaundice, and pruritus. N Engl J Med 2010; 363(26): 2548–2557PMID:21175318

[20]

Zhu J, Li XW, Li L, Zhong GY, Xiong HZ, Liu CH, Luo GM. Therapeutic effects of Zhizi Baipi Decoction and its separated prescriptions on relieving jaundice of jaundice rat with Yang-jaundice syndrome. Tradit Chin Drug Res Clin Pharmacol (Zhong Yao Xin Yao Yu Lin Chuang Yao Li) 2015; 26(1): 25–30 (in Chinese)

[21]

Mu CS. Factors of Yin and Yang transformation of neonates with breast milk jaundice. J Liaoning Univ Tradit Chin Med (Liao Ning Zhong Yi Yao Da Xue Xue Bao) 2013; 15(11): 200–202 (in Chinese)

[22]

Suthar PP, Bumiya RG, Patel K, Patel AB. Incidental diagnosis of liver tuberculosis in a patient with jaundice. BMJ Case Rep 2015; 2015: pii: bcr2014206866 PMID: 25733085

[23]

Wang X, Zhang A, Han Y, Wang P, Sun H, Song G, Dong T, Yuan Y, Yuan X, Zhang M, Xie N, Zhang H, Dong H, Dong W. Urine metabolomics analysis for biomarker discovery and detection of jaundice syndrome in patients with liver disease. Mol Cell Proteomics 2012; 11(8): 370–380

[24]

Liu XY, Zhang AH, Fang H, Li MX, Song Q, Su J, Wang XJ. Serum metabolomics strategy for understanding the therapeutic effects of Yin-Chen-Hao-Tang against Yang Huang syndrome. RSC Adv 2018; 8(14): 7403–7413

[25]

Fujiwara R, Maruo Y, Chen S, Tukey RH. Role of extrahepatic UDP-glucuronosyltransferase 1A1: advances in understanding breast milk-induced neonatal hyperbilirubinemia. Toxicol Appl Pharmacol 2015; 289(1): 124–132

[26]

Yin J, Wennberg RP, Miller M. Induction of hepatic bilirubin and drug metabolizing enzymes by individual herbs present in the traditional Chinese medicine, yin zhi huang. Dev Pharmacol Ther 1993; 20(3-4): 186–194

[27]

Huang W, Zhang J, Moore DD. A traditional herbal medicine enhances bilirubin clearance by activating the nuclear receptor CAR. J Clin Invest 2004; 113(1): 137–143

[28]

Wang H, Yan G, Zhang A, Li Y, Wang Y, Sun H, Wu X, Wang X. Rapid discovery and global characterization of chemical constituents and rats metabolites of Phellodendri amurensis cortex by ultra-performance liquid chromatography-electrospray ionization/quadrupole-time-of-flight mass spectrometry coupled with pattern recognition approach. Analyst (Lond) 2013; 138(11): 3303–3312

[29]

Yang D, Yang J, Shi D, Deng R, Yan B. Scoparone potentiates transactivation of the bile salt export pump gene and this effect is enhanced by cytochrome P450 metabolism but abolished by a PKC inhibitor. Br J Pharmacol 2011; 164(5): 1547–1557PMID: 21649640

[30]

Wu S, Wu G, Wu H. Hemolytic jaundice induced by pharmacological dose ascorbic acid in glucose-6-phosphate dehydrogenase deficiency: a case report. Medicine (Baltimore) 2018; 97(51): e13588PMID:30572463

[31]

Kuipers F, Bloks VW, Groen AK. Beyond intestinal soap—bile acids in metabolic control. Nat Rev Endocrinol 2014; 10(8): 488–498

[32]

Heidari R, Jamshidzadeh A, Keshavarz N, Azarpira N. Mitigation of methimazole-induced hepatic injury by taurine in mice. Sci Pharm 2015; 83(1): 143–158

[33]

Fujiya K, Ganno H, Ando M, Chong JM. Clonorchis sinensis ova in bile juice cytology from a patient with severe hyperbilirubinemia and portal vein thrombosis. Diagn Cytopathol 2016; 44(3): 223–225

[34]

Malla T, Singh S, Poudyal P, Sathian B, Bk G, Malla KK. A prospective study on exchange transfusion in neonatal unconjugated hyperbilirubinemia—in a tertiary care hospital, Nepal. Kathmandu Univ Med J (KUMJ) 2015; 13(50): 102–108

[35]

Song Q, Zhang A, Yan G, Liu L, Wang X. Technological advances in current metabolomics and its application in tradition Chinese medicine. RSC Adv 2017; 7(84): 53516–53524 doi:10.1039/c7ra02056b

[36]

Xie J, Zhang A, Sun H, Yan G, Wang X. Recent advances and effective strategies in the discovery and applications of natural products. RSC Adv 2018; 8(2): 812–824 doi 10.1039/C7RA09475B

[37]

Zhang A, Fang H, Wang Y, Yan G, Sun H, Zhou X, Wang Y, Liu L, Wang X. Discovery and verification of the potential targets from bioactive molecules by network pharmacology-based target prediction combined with high-throughput metabolomics. RSC Advances 2017; 7(81): 51069–51078

[38]

Qiu S, Zhang A, Zhang T, Sun H, Guan Y, Yan G, Wang X. Dissect new mechanistic insights for geniposide efficacy on the hepatoprotection using multiomics approach. Oncotarget 2017; 8(65): 108760–108770

[39]

Yu J, Kong L, Zhang A, Han Y, Liu Z, Sun H, Liu L, Wang X. High-throughput metabolomics for discovering potential metabolite biomarkers and metabolic mechanism from APPswe/PS1dE9 transgenic model of Alzheimer’s disease. J Proteome Res 2017; 16(9): 3219–3228

[40]

Zhang A, Sun H, Wang X. Emerging role and recent applications of metabolomics biomarkers in obesity diseases research. RSC Adv 2017; 7(25): 14966–14973

[41]

Li X, Zhang A, Sun H, Liu Z, Zhang T, Qiu S, Liu L, Wang X. Metabolic characterization and pathway analysis of berberine protects against prostate cancer. Oncotarget 2017; 8(39): 65022–65041

[42]

Zhang A, Sun H, Yan G, Wang X. Recent developments and emerging trends of mass spectrometry for herbal ingredients analysis. Trends Analyt Chem 2017; 94: 70–76

[43]

Xie J, Zhang A, Wang X. Metabolomic applications in hepatocellular carcinoma: toward the exploration of therapeutics and diagnosis through small molecules. RSC Adv 2017; 7(28): 17217–17226

[44]

Wang X, Zhang A, Zhou X, Liu Q, Nan Y, Guan Y, Kong L, Han Y, Sun H, Yan G. An integrated chinmedomics strategy for discovery of effective constituents from traditional herbal medicine. Sci Rep 2016; 6(1): 18997

[45]

Dong W, Wang P, Meng X, Sun H, Zhang A, Wang W, Dong H, Wang X. Ultra-performance liquid chromatography-high-definition mass spectrometry analysis of constituents in the root of Radix Stemonae and those absorbed in blood after oral administration of the extract of the crude drug. Phytochem Anal 2012; 23(6): 657–667

[46]

Wang X, Wang Q, Zhang A, Zhang F, Zhang H, Sun H, Cao H, Zhang H. Metabolomics study of intervention effects of Wen-Xin-Formula using ultra high-performance liquid chromatography/mass spectrometry coupled with pattern recognition approach. J Pharm Biomed Anal 2013; 74: 22–30

[47]

Sun H, Wu F, Zhang A, Wei W, Han Y, Wang X. Profiling and identification of the absorbed constituents and metabolites of schisandra lignans by ultra-performance liquid chromatography coupled to mass spectrometry. Biomed Chromatogr 2013; 27(11): 1511–1519

[48]

Zhang A, Sun H, Qiu S, Wang X. Advancing drug discovery and development from active constituents of yinchenhao tang, a famous traditional Chinese medicine formula. Evid Based Complement Alternat Med 2013; 2013: 257909

[49]

Sun H, Zhang A, Yan G, Han Y, Sun W, Ye Y, Wang X. Proteomics study on the hepatoprotective effects of traditional Chinese medicine formulae Yin-Chen-Hao-Tang by a combination of two-dimensional polyacrylamide gel electrophoresis and matrix-assisted laser desorption/ionization-time of flight mass spectrometry. J Pharm Biomed Anal 2013; 75: 173–179

[50]

Sun H, Zhang HL, Zhang AH, Zhou XH, Wang XQ, Han Y, Wang XJ. Network pharmacology combined with functional metabolomics discover bile acid metabolism as a promising target for mirabilite against colorectal cancer. RSC Adv 2018; 8(53): 30061–30070

[51]

Sun H, Wang H, Zhang A, Yan G, Zhang Y, An N, Wang X. Berberine ameliorates nonbacterial prostatitis via multi-target metabolic network regulation. OMICS 2015; 19(3): 186–195

[52]

Du H, Zhao X, Zhang A. Identifying potential therapeutic targets of a natural product Jujuboside B for insomnia through network pharmacology. Plant Sci Today 2014; 1(2): 69–79

RIGHTS & PERMISSIONS

Higher Education Press

AI Summary AI Mindmap
PDF (3640KB)

Supplementary files

FMD-19018-OF-WXJ_suppl_1

5189

Accesses

0

Citation

Detail

Sections
Recommended

AI思维导图

/