Plasma Metabolites for Identifying Bacterial Infection in Acute-on-chronic Liver Failure: A Prospective Multicenter Study

Bacterial infection is a key cause of mortality in patients with acute-on-chronic liver failure (ACLF). In this study, we aimed to identify metabolite biomarkers and develop a novel machine learning model for early identification of bacterial infection in ACLF.

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Publication Details

Journal
Journal of Clinical and Translational Hepatology
Published
2026-08-03
DOI
https://doi.org/10.14218/jcth.2026.00384
Primary Topic
Liver Disease and Transplantation
Type
article
Field-Weighted Citation Impact
0.00

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article

Plasma Metabolites for Identifying Bacterial Infection in Acute-on-chronic Liver Failure: A Prospective Multicenter Study

Shang Jia, Sumeng Li, Xin Zheng, 孟忠吉 et al.
Journal of Clinical and Translational Hepatology
Liver Disease and Transplantation
article

Plasma Metabolites for Identifying Bacterial Infection in Acute-on-chronic Liver Failure: A Prospective Multicenter Study

Shang Jia, Sumeng Li, Xin Zheng, 孟忠吉, Beiling Li, Jing Liu, Lining Guo, Xianbo Wang, Yubao Zheng, Xiaotian Yang, Yanhang Gao, Xiaobo Lu, Hai Li, Zhiping Qian, Guohong Deng, Yu Shi, Yan Huang, Feng Liu, Hang Jia
article en

Abstract

Bacterial infection is a key cause of mortality in patients with acute-on-chronic liver failure (ACLF). In this study, we aimed to identify metabolite biomarkers and develop a novel machine learning model for early identification of bacterial infection in ACLF.

Journal of Clinical and Translational HepatologyVol. 000(000)
Hubei University of Medicine (CN), Central South University (CN), Army Medical University (CN), Xinjiang Medical University (CN), Sun Yat-sen University (CN), First Affiliated Hospital of Xinjiang Medical University (CN), Second Hospital of Shandong University (CN), Shanghai Public Health Clinical Center (CN), Wuhan Union Hospital (CN), Southwest Hospital (CN), Henan Provincial People's Hospital (CN), Third Affiliated Hospital of Sun Yat-sen University (CN), Beijing Ditan Hospital (CN), Xiangya Hospital Central South University (CN), Huazhong University of Science and Technology (CN), Southern Medical University (CN)
National Natural Science Foundation of China, Natural Science Foundation of Hubei Province, National Science and Technology Major Project
Good health and well-being
Openalex Percentile: Top 11%
Liver Disease and Transplantation
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