Cargando…
Metabolomic Profiling for Histologically Fibrotic Stage in Chronic Drug-Induced Liver Injury
Background and aims: Chronic drug-induced liver injury (DILI) is a rare but under-researched adverse drug reaction–related disease, which is highly likely to progress into liver fibrosis and even cirrhosis. In this study, metabolomics was used to screen out characteristic metabolites related to the...
Autores principales: | , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9163384/ https://www.ncbi.nlm.nih.gov/pubmed/35668948 http://dx.doi.org/10.3389/fphar.2022.896198 |
_version_ | 1784719908163026944 |
---|---|
author | He, Xian Zhou, Ming-Xi Cheng, Cheng Li, Shan-Shan Gao, Yuan Ma, Zhi-Tao Song, Xin-Hua Bai, Zhao-Fang Zou, Zheng-Sheng Xiao, Xiao-He Wang, Jia-Bo Lu, Ya-Wen |
author_facet | He, Xian Zhou, Ming-Xi Cheng, Cheng Li, Shan-Shan Gao, Yuan Ma, Zhi-Tao Song, Xin-Hua Bai, Zhao-Fang Zou, Zheng-Sheng Xiao, Xiao-He Wang, Jia-Bo Lu, Ya-Wen |
author_sort | He, Xian |
collection | PubMed |
description | Background and aims: Chronic drug-induced liver injury (DILI) is a rare but under-researched adverse drug reaction–related disease, which is highly likely to progress into liver fibrosis and even cirrhosis. In this study, metabolomics was used to screen out characteristic metabolites related to the histological progression of fibrosis in chronic DILI and analyze the metabolic changes during the development of fibrosis to explain the underlying mechanism. Methods: Chronic DILI patients who underwent liver biopsy were divided into different fibrosis grades. Serum was analyzed by untargeted metabolomics to find serological characteristic metabolite fingerprints. The screened fingerprints were validated by the validation group patients, and the identification ability of fingerprints was compared using FibroScan. Results: A total of 31 metabolites associated with fibrosis and 11 metabolites associated with advanced fibrosis were identified. The validation group confirmed the accuracy of the two metabolite fingerprints [area under the curve (AUC) value 0.753 and 0.944]. In addition, the fingerprints showed the ability to distinguish the grades of fibrosis by comparing using FibroScan. The metabolite fingerprint pathway showed that bile acid synthesis is disturbed while lipid metabolism is extremely active, resulting in an overload of lipid metabolites in the occurrence and development of chronic DILI–associated fibrosis. Conclusions: Our metabolomic analysis reveals the unique metabolomic fingerprints associated with chronic DILI fibrosis, which have potential clinical diagnostic and prognostic significances. The metabolomic fingerprints suggest the disturbance of the lipid metabolites as the most important factor in the development of DILI fibrosis. |
format | Online Article Text |
id | pubmed-9163384 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-91633842022-06-05 Metabolomic Profiling for Histologically Fibrotic Stage in Chronic Drug-Induced Liver Injury He, Xian Zhou, Ming-Xi Cheng, Cheng Li, Shan-Shan Gao, Yuan Ma, Zhi-Tao Song, Xin-Hua Bai, Zhao-Fang Zou, Zheng-Sheng Xiao, Xiao-He Wang, Jia-Bo Lu, Ya-Wen Front Pharmacol Pharmacology Background and aims: Chronic drug-induced liver injury (DILI) is a rare but under-researched adverse drug reaction–related disease, which is highly likely to progress into liver fibrosis and even cirrhosis. In this study, metabolomics was used to screen out characteristic metabolites related to the histological progression of fibrosis in chronic DILI and analyze the metabolic changes during the development of fibrosis to explain the underlying mechanism. Methods: Chronic DILI patients who underwent liver biopsy were divided into different fibrosis grades. Serum was analyzed by untargeted metabolomics to find serological characteristic metabolite fingerprints. The screened fingerprints were validated by the validation group patients, and the identification ability of fingerprints was compared using FibroScan. Results: A total of 31 metabolites associated with fibrosis and 11 metabolites associated with advanced fibrosis were identified. The validation group confirmed the accuracy of the two metabolite fingerprints [area under the curve (AUC) value 0.753 and 0.944]. In addition, the fingerprints showed the ability to distinguish the grades of fibrosis by comparing using FibroScan. The metabolite fingerprint pathway showed that bile acid synthesis is disturbed while lipid metabolism is extremely active, resulting in an overload of lipid metabolites in the occurrence and development of chronic DILI–associated fibrosis. Conclusions: Our metabolomic analysis reveals the unique metabolomic fingerprints associated with chronic DILI fibrosis, which have potential clinical diagnostic and prognostic significances. The metabolomic fingerprints suggest the disturbance of the lipid metabolites as the most important factor in the development of DILI fibrosis. Frontiers Media S.A. 2022-05-20 /pmc/articles/PMC9163384/ /pubmed/35668948 http://dx.doi.org/10.3389/fphar.2022.896198 Text en Copyright © 2022 He, Zhou, Cheng, Li, Gao, Ma, Song, Bai, Zou, Xiao, Wang and Lu. https://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 | Pharmacology He, Xian Zhou, Ming-Xi Cheng, Cheng Li, Shan-Shan Gao, Yuan Ma, Zhi-Tao Song, Xin-Hua Bai, Zhao-Fang Zou, Zheng-Sheng Xiao, Xiao-He Wang, Jia-Bo Lu, Ya-Wen Metabolomic Profiling for Histologically Fibrotic Stage in Chronic Drug-Induced Liver Injury |
title | Metabolomic Profiling for Histologically Fibrotic Stage in Chronic Drug-Induced Liver Injury |
title_full | Metabolomic Profiling for Histologically Fibrotic Stage in Chronic Drug-Induced Liver Injury |
title_fullStr | Metabolomic Profiling for Histologically Fibrotic Stage in Chronic Drug-Induced Liver Injury |
title_full_unstemmed | Metabolomic Profiling for Histologically Fibrotic Stage in Chronic Drug-Induced Liver Injury |
title_short | Metabolomic Profiling for Histologically Fibrotic Stage in Chronic Drug-Induced Liver Injury |
title_sort | metabolomic profiling for histologically fibrotic stage in chronic drug-induced liver injury |
topic | Pharmacology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9163384/ https://www.ncbi.nlm.nih.gov/pubmed/35668948 http://dx.doi.org/10.3389/fphar.2022.896198 |
work_keys_str_mv | AT hexian metabolomicprofilingforhistologicallyfibroticstageinchronicdruginducedliverinjury AT zhoumingxi metabolomicprofilingforhistologicallyfibroticstageinchronicdruginducedliverinjury AT chengcheng metabolomicprofilingforhistologicallyfibroticstageinchronicdruginducedliverinjury AT lishanshan metabolomicprofilingforhistologicallyfibroticstageinchronicdruginducedliverinjury AT gaoyuan metabolomicprofilingforhistologicallyfibroticstageinchronicdruginducedliverinjury AT mazhitao metabolomicprofilingforhistologicallyfibroticstageinchronicdruginducedliverinjury AT songxinhua metabolomicprofilingforhistologicallyfibroticstageinchronicdruginducedliverinjury AT baizhaofang metabolomicprofilingforhistologicallyfibroticstageinchronicdruginducedliverinjury AT zouzhengsheng metabolomicprofilingforhistologicallyfibroticstageinchronicdruginducedliverinjury AT xiaoxiaohe metabolomicprofilingforhistologicallyfibroticstageinchronicdruginducedliverinjury AT wangjiabo metabolomicprofilingforhistologicallyfibroticstageinchronicdruginducedliverinjury AT luyawen metabolomicprofilingforhistologicallyfibroticstageinchronicdruginducedliverinjury |