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Metabolomics Profiling and Diagnosis Biomarkers Searching for Drug-Induced Liver Injury Implicated to Polygonum multiflorum: A Cross-Sectional Cohort Study
Aim: The diagnosis of drug-induced liver injury (DILI) remains a challenge and the cases of Polygonum multiflorum Thunb. (PM) induced DILI (PM-DILI) have received much attention This study aimed to identify a simple and high-efficiency approach to PM-DILI diagnosis via metabolomics analysis. Methods...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7734208/ https://www.ncbi.nlm.nih.gov/pubmed/33330552 http://dx.doi.org/10.3389/fmed.2020.592434 |
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author | Huang, Ying Zhao, Xu Zhang, Zi-teng Chen, Shuai-shuai Li, Shan-shan Shi, Zhuo Jing, Jing Huang, Ang Guo, Yu-ming Bai, Zhao-fang Zou, Zheng-sheng Xiao, Xiao-he Wang, Jia-bo Niu, Ming |
author_facet | Huang, Ying Zhao, Xu Zhang, Zi-teng Chen, Shuai-shuai Li, Shan-shan Shi, Zhuo Jing, Jing Huang, Ang Guo, Yu-ming Bai, Zhao-fang Zou, Zheng-sheng Xiao, Xiao-he Wang, Jia-bo Niu, Ming |
author_sort | Huang, Ying |
collection | PubMed |
description | Aim: The diagnosis of drug-induced liver injury (DILI) remains a challenge and the cases of Polygonum multiflorum Thunb. (PM) induced DILI (PM-DILI) have received much attention This study aimed to identify a simple and high-efficiency approach to PM-DILI diagnosis via metabolomics analysis. Methods: Plasma metabolites in 13 PM-DILI patients were profiled by liquid chromatography along with high-resolution mass spectrometry. Meanwhile, the metabolic characteristics of the PM-DILI were compared with that of autoimmune hepatitis (AIH), hepatitis B (HBV), and healthy volunteers. Results: Twenty-four metabolites were identified to present significantly different levels in PM-DILI patients compared with HBV and AIH groups. These metabolites were enriched into glucose, amino acids, and sphingolipids metabolisms. Among these essential metabolites, the ratios of P-cresol sulfate vs. phenylalanine and inosine vs. bilirubin were further selected using a stepwise decision tree to construct a classification model in order to differentiate PM-DILI from HBV and AIH. The model was highly effective with sensitivity of 92.3% and specificity of 88.9%. Conclusions: This study presents an integrated view of the metabolic features of PM-DILI induced by herbal medicine, and the four-metabolite decision tree technique imparts a potent tool in clinical diagnosis. |
format | Online Article Text |
id | pubmed-7734208 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-77342082020-12-15 Metabolomics Profiling and Diagnosis Biomarkers Searching for Drug-Induced Liver Injury Implicated to Polygonum multiflorum: A Cross-Sectional Cohort Study Huang, Ying Zhao, Xu Zhang, Zi-teng Chen, Shuai-shuai Li, Shan-shan Shi, Zhuo Jing, Jing Huang, Ang Guo, Yu-ming Bai, Zhao-fang Zou, Zheng-sheng Xiao, Xiao-he Wang, Jia-bo Niu, Ming Front Med (Lausanne) Medicine Aim: The diagnosis of drug-induced liver injury (DILI) remains a challenge and the cases of Polygonum multiflorum Thunb. (PM) induced DILI (PM-DILI) have received much attention This study aimed to identify a simple and high-efficiency approach to PM-DILI diagnosis via metabolomics analysis. Methods: Plasma metabolites in 13 PM-DILI patients were profiled by liquid chromatography along with high-resolution mass spectrometry. Meanwhile, the metabolic characteristics of the PM-DILI were compared with that of autoimmune hepatitis (AIH), hepatitis B (HBV), and healthy volunteers. Results: Twenty-four metabolites were identified to present significantly different levels in PM-DILI patients compared with HBV and AIH groups. These metabolites were enriched into glucose, amino acids, and sphingolipids metabolisms. Among these essential metabolites, the ratios of P-cresol sulfate vs. phenylalanine and inosine vs. bilirubin were further selected using a stepwise decision tree to construct a classification model in order to differentiate PM-DILI from HBV and AIH. The model was highly effective with sensitivity of 92.3% and specificity of 88.9%. Conclusions: This study presents an integrated view of the metabolic features of PM-DILI induced by herbal medicine, and the four-metabolite decision tree technique imparts a potent tool in clinical diagnosis. Frontiers Media S.A. 2020-11-30 /pmc/articles/PMC7734208/ /pubmed/33330552 http://dx.doi.org/10.3389/fmed.2020.592434 Text en Copyright © 2020 Huang, Zhao, Zhang, Chen, Li, Shi, Jing, Huang, Guo, Bai, Zou, Xiao, Wang and Niu. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Medicine Huang, Ying Zhao, Xu Zhang, Zi-teng Chen, Shuai-shuai Li, Shan-shan Shi, Zhuo Jing, Jing Huang, Ang Guo, Yu-ming Bai, Zhao-fang Zou, Zheng-sheng Xiao, Xiao-he Wang, Jia-bo Niu, Ming Metabolomics Profiling and Diagnosis Biomarkers Searching for Drug-Induced Liver Injury Implicated to Polygonum multiflorum: A Cross-Sectional Cohort Study |
title | Metabolomics Profiling and Diagnosis Biomarkers Searching for Drug-Induced Liver Injury Implicated to Polygonum multiflorum: A Cross-Sectional Cohort Study |
title_full | Metabolomics Profiling and Diagnosis Biomarkers Searching for Drug-Induced Liver Injury Implicated to Polygonum multiflorum: A Cross-Sectional Cohort Study |
title_fullStr | Metabolomics Profiling and Diagnosis Biomarkers Searching for Drug-Induced Liver Injury Implicated to Polygonum multiflorum: A Cross-Sectional Cohort Study |
title_full_unstemmed | Metabolomics Profiling and Diagnosis Biomarkers Searching for Drug-Induced Liver Injury Implicated to Polygonum multiflorum: A Cross-Sectional Cohort Study |
title_short | Metabolomics Profiling and Diagnosis Biomarkers Searching for Drug-Induced Liver Injury Implicated to Polygonum multiflorum: A Cross-Sectional Cohort Study |
title_sort | metabolomics profiling and diagnosis biomarkers searching for drug-induced liver injury implicated to polygonum multiflorum: a cross-sectional cohort study |
topic | Medicine |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7734208/ https://www.ncbi.nlm.nih.gov/pubmed/33330552 http://dx.doi.org/10.3389/fmed.2020.592434 |
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