A multi-omics approach combining causal inference and in vivo validation identifies key protein drivers of alcohol-associated liver disease

By systematically integrating genetic causal inference with multi-level functional genomics, we identify and validate four causal protein drivers of ALD. Our findings unveil a novel pathogenic axis where ALD risk is governed by a balance between pro-inflammatory, matrix-remodeling myeloid cells (driven by TREML2/MMP12) and homeostatic hepatocyte functions (mediated by PLA2R1/MAX). These genetically validated targets provide critical insights into ALD pathophysiology and represent promising, mechanistically-defined avenues for therapeutic intervention.

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Publication Details

Journal
Frontiers in Immunology
Published
2025-12-05
DOI
https://doi.org/10.3389/fimmu.2025.1714502
Primary Topic
Alcohol Consumption and Health Effects
Type
article
Field-Weighted Citation Impact
0.00
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article

A multi-omics approach combining causal inference and in vivo validation identifies key protein drivers of alcohol-associated liver disease

Liang Chu, Xuan Ma, Chao Yao, Qingyi Zhou et al.
Frontiers in Immunology
Alcohol Consumption and Health Effects
article

A multi-omics approach combining causal inference and in vivo validation identifies key protein drivers of alcohol-associated liver disease

Liang Chu, Xuan Ma, Chao Yao, Qingyi Zhou, Xiaoli Wang, Zilu Zhang, Qianqian Cui, Lei Zhang
article en

Abstract

By systematically integrating genetic causal inference with multi-level functional genomics, we identify and validate four causal protein drivers of ALD. Our findings unveil a novel pathogenic axis where ALD risk is governed by a balance between pro-inflammatory, matrix-remodeling myeloid cells (driven by TREML2/MMP12) and homeostatic hepatocyte functions (mediated by PLA2R1/MAX). These genetically validated targets provide critical insights into ALD pathophysiology and represent promising, mechanistically-defined avenues for therapeutic intervention.

Frontiers in ImmunologyVol. 16
Bengbu Medical College (CN), The Second Affiliated Hospital of Bengbu Medical College (CN)
Openalex Percentile: Top 46%
Alcohol Consumption and Health Effects
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