Metabolomics of Hydrazine-Induced Hepatotoxicity in Rats for Discovering Potential Biomarkers

Metabolic pathway disturbances associated with drug-induced liver injury remain unsatisfactorily characterized. Diagnostic biomarkers for hepatotoxicity have been used to minimize drug-induced liver injury and to increase the clinical safety. A metabolomics strategy using rapid-resolution liquid chr...

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Main Authors: Zhuoling An, Chao Li, Yali Lv, Pengfei Li, Cheng Wu, Lihong Liu
Format: Article
Language:English
Published: Hindawi Limited 2018-01-01
Series:Disease Markers
Online Access:http://dx.doi.org/10.1155/2018/8473161
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spelling doaj-0ddce3f66aa44a5d92e1a138a55fd30f2020-11-24T23:48:46ZengHindawi LimitedDisease Markers0278-02401875-86302018-01-01201810.1155/2018/84731618473161Metabolomics of Hydrazine-Induced Hepatotoxicity in Rats for Discovering Potential BiomarkersZhuoling An0Chao Li1Yali Lv2Pengfei Li3Cheng Wu4Lihong Liu5Pharmacy Department of Beijing Chao-Yang Hospital Affiliated with Beijing Capital Medical University, Beijing, ChinaPharmacy Department of the Second Artillery General Hospital of Chinese People’s Liberation Army, Beijing, ChinaPharmacy Department of Beijing Chao-Yang Hospital Affiliated with Beijing Capital Medical University, Beijing, ChinaPharmacy Department of Beijing Chao-Yang Hospital Affiliated with Beijing Capital Medical University, Beijing, ChinaPharmacy Department of the Second Artillery General Hospital of Chinese People’s Liberation Army, Beijing, ChinaPharmacy Department of Beijing Chao-Yang Hospital Affiliated with Beijing Capital Medical University, Beijing, ChinaMetabolic pathway disturbances associated with drug-induced liver injury remain unsatisfactorily characterized. Diagnostic biomarkers for hepatotoxicity have been used to minimize drug-induced liver injury and to increase the clinical safety. A metabolomics strategy using rapid-resolution liquid chromatography/tandem mass spectrometry (RRLC-MS/MS) analyses and multivariate statistics was implemented to identify potential biomarkers for hydrazine-induced hepatotoxicity. The global serum and urine metabolomics of 30 hydrazine-treated rats at 24 or 48 h postdosing and 24 healthy rats were characterized by a metabolomics approach. Multivariate statistical data analyses and receiver operating characteristic (ROC) curves were performed to identify the most significantly altered metabolites. The 16 most significant potential biomarkers were identified to be closely related to hydrazine-induced liver injury. The combination of these biomarkers had an area under the curve (AUC) > 0.85, with 100% specificity and sensitivity, respectively. This high-quality classification group included amino acids and their derivatives, glutathione metabolites, vitamins, fatty acids, intermediates of pyrimidine metabolism, and lipids. Additionally, metabolomics pathway analyses confirmed that phenylalanine, tyrosine, and tryptophan biosynthesis as well as tyrosine metabolism had great interactions with hydrazine-induced liver injury in rats. These discriminating metabolites might be useful in understanding the pathogenesis mechanisms of liver injury and provide good prospects for drug-induced liver injury diagnosis clinically.http://dx.doi.org/10.1155/2018/8473161
collection DOAJ
language English
format Article
sources DOAJ
author Zhuoling An
Chao Li
Yali Lv
Pengfei Li
Cheng Wu
Lihong Liu
spellingShingle Zhuoling An
Chao Li
Yali Lv
Pengfei Li
Cheng Wu
Lihong Liu
Metabolomics of Hydrazine-Induced Hepatotoxicity in Rats for Discovering Potential Biomarkers
Disease Markers
author_facet Zhuoling An
Chao Li
Yali Lv
Pengfei Li
Cheng Wu
Lihong Liu
author_sort Zhuoling An
title Metabolomics of Hydrazine-Induced Hepatotoxicity in Rats for Discovering Potential Biomarkers
title_short Metabolomics of Hydrazine-Induced Hepatotoxicity in Rats for Discovering Potential Biomarkers
title_full Metabolomics of Hydrazine-Induced Hepatotoxicity in Rats for Discovering Potential Biomarkers
title_fullStr Metabolomics of Hydrazine-Induced Hepatotoxicity in Rats for Discovering Potential Biomarkers
title_full_unstemmed Metabolomics of Hydrazine-Induced Hepatotoxicity in Rats for Discovering Potential Biomarkers
title_sort metabolomics of hydrazine-induced hepatotoxicity in rats for discovering potential biomarkers
publisher Hindawi Limited
series Disease Markers
issn 0278-0240
1875-8630
publishDate 2018-01-01
description Metabolic pathway disturbances associated with drug-induced liver injury remain unsatisfactorily characterized. Diagnostic biomarkers for hepatotoxicity have been used to minimize drug-induced liver injury and to increase the clinical safety. A metabolomics strategy using rapid-resolution liquid chromatography/tandem mass spectrometry (RRLC-MS/MS) analyses and multivariate statistics was implemented to identify potential biomarkers for hydrazine-induced hepatotoxicity. The global serum and urine metabolomics of 30 hydrazine-treated rats at 24 or 48 h postdosing and 24 healthy rats were characterized by a metabolomics approach. Multivariate statistical data analyses and receiver operating characteristic (ROC) curves were performed to identify the most significantly altered metabolites. The 16 most significant potential biomarkers were identified to be closely related to hydrazine-induced liver injury. The combination of these biomarkers had an area under the curve (AUC) > 0.85, with 100% specificity and sensitivity, respectively. This high-quality classification group included amino acids and their derivatives, glutathione metabolites, vitamins, fatty acids, intermediates of pyrimidine metabolism, and lipids. Additionally, metabolomics pathway analyses confirmed that phenylalanine, tyrosine, and tryptophan biosynthesis as well as tyrosine metabolism had great interactions with hydrazine-induced liver injury in rats. These discriminating metabolites might be useful in understanding the pathogenesis mechanisms of liver injury and provide good prospects for drug-induced liver injury diagnosis clinically.
url http://dx.doi.org/10.1155/2018/8473161
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