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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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Autores principales: An, Zhuoling, Li, Chao, Lv, Yali, Li, Pengfei, Wu, Cheng, Liu, Lihong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5914126/
https://www.ncbi.nlm.nih.gov/pubmed/29849827
http://dx.doi.org/10.1155/2018/8473161
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author An, Zhuoling
Li, Chao
Lv, Yali
Li, Pengfei
Wu, Cheng
Liu, Lihong
author_facet An, Zhuoling
Li, Chao
Lv, Yali
Li, Pengfei
Wu, Cheng
Liu, Lihong
author_sort An, Zhuoling
collection PubMed
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.
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spelling pubmed-59141262018-05-30 Metabolomics of Hydrazine-Induced Hepatotoxicity in Rats for Discovering Potential Biomarkers An, Zhuoling Li, Chao Lv, Yali Li, Pengfei Wu, Cheng Liu, Lihong Dis Markers Research Article 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. Hindawi 2018-04-10 /pmc/articles/PMC5914126/ /pubmed/29849827 http://dx.doi.org/10.1155/2018/8473161 Text en Copyright © 2018 Zhuoling An et al. http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
An, Zhuoling
Li, Chao
Lv, Yali
Li, Pengfei
Wu, Cheng
Liu, Lihong
Metabolomics of Hydrazine-Induced Hepatotoxicity in Rats for Discovering Potential Biomarkers
title 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_short Metabolomics of Hydrazine-Induced Hepatotoxicity in Rats for Discovering Potential Biomarkers
title_sort metabolomics of hydrazine-induced hepatotoxicity in rats for discovering potential biomarkers
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5914126/
https://www.ncbi.nlm.nih.gov/pubmed/29849827
http://dx.doi.org/10.1155/2018/8473161
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