Integrating Machine Learning and Multiomics Analyses to Identify Immune-Related Biomarkers and Mechanisms in Primary Biliary Cholangitis

By integrating machine learning and functional analyses, this study identified 4 genes that may serve as potential biomarkers for PBC. Their involvement in immune regulation suggests possible applications in both diagnosis and therapy. Further studies are necessary to explore their clinical relevance and therapeutic potential.

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Publication Details

Journal
Clinical and Translational Gastroenterology
Published
2025-08-22
DOI
https://doi.org/10.14309/ctg.0000000000000907
Primary Topic
Liver Diseases and Immunity
Type
article
Field-Weighted Citation Impact
0.00
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article

Integrating Machine Learning and Multiomics Analyses to Identify Immune-Related Biomarkers and Mechanisms in Primary Biliary Cholangitis

Longke Xie, Ying Liang, Zhiyu Zeng, L L Chen et al.
Clinical and Translational Gastroenterology
Liver Diseases and Immunity
article

Integrating Machine Learning and Multiomics Analyses to Identify Immune-Related Biomarkers and Mechanisms in Primary Biliary Cholangitis

Longke Xie, Ying Liang, Zhiyu Zeng, L L Chen, Dongliang Li, Lei Xia, Jian Fang
article en

Abstract

By integrating machine learning and functional analyses, this study identified 4 genes that may serve as potential biomarkers for PBC. Their involvement in immune regulation suggests possible applications in both diagnosis and therapy. Further studies are necessary to explore their clinical relevance and therapeutic potential.

Clinical and Translational GastroenterologyVol. 16(10)
Fujian University of Traditional Chinese Medicine (CN), Fujian Medical University (CN), 117th Hospital of People's Liberation Army (CN)
Openalex Percentile: Top 70%
Liver Diseases and Immunity
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