Front. Immunol. Frontiers in Immunology Front. Immunol. 1664-3224 Frontiers Media S.A. 10.3389/fimmu.2025.1763736 Correction Correction: A multi-omics approach combining causal inference and in vivo validation identifies key protein drivers of alcohol-associated liver disease ZhouQingyi 1 2 3 † ‡ Methodology Writing – original draft Validation Project administration Software Funding acquisition Writing – review & editing Formal analysis MaXuan 4 † Resources Writing – review & editing Investigation CuiQianqian 2 Writing – original draft Visualization Software ZhangLei 1 Software Writing – original draft YaoChao 1 Methodology Writing – review & editing ZhangZilu 2 Writing – review & editing Visualization WangXiaoli 3 5 * Funding acquisition Writing – review & editing ChuLiang 1 * Writing – review & editing Funding acquisition Second Affiliated Hospital of Bengbu Medical University, Bengbu, China Bengbu Medical University, Bengbu, China Anhui Key Laboratory of Infection and Immunity of Bengbu Medical College, Bengbu, China School of Clinical Medicine, Shandong Second Medical University, Weifang, Shandong, China Department of Basic Medical College, Bengbu Medical University, Bengbu, China Correspondence: Xiaoli Wang, wangjihuawangxiao@163.com; Liang Chu, chew8151@163.com

These authors have contributed equally to this work and share first authorship

ORCID: Qingyi Zhou, orcid.org/0009-0006-8000-3798

 15 12 2025 2025 16 1763736 09 12 2025 10 12 2025 Copyright © 2025 Zhou, Ma, Cui, Zhang, Yao, Zhang, Wang and Chu. 2025 Zhou, Ma, Cui, Zhang, Yao, Zhang, Wang and Chu 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. A Correction on A multi-omics approach combining causal inference and in vivo validation identifies key protein drivers of alcohol-associated liver disease By Zhou Q, Ma X, Cui Q, Zhang L, Yao C, Zhang Z, Wang X and Chu L (2025) Front. Immunol. 16:1714502. doi: 10.3389/fimmu.2025.1714502 alcohol-associated liver disease Mendelian randomization SMR pQTL single-cell RNA sequencing causal inference Bengbu Medical College 10.13039/501100007924 2024byzd028, Byycx24088 section-at-acceptance Inflammation

The order of affiliations was erroneously listed in the published paper as:

“1Bengbu Medical University, Bengbu, China

2Anhui Key Laboratory of Infection and Immunity of Bengbu Medical College, Bengbu, China

3Second Affiliated Hospital of Bengbu Medical University, Bengbu, China

4School of Clinical Medicine, Shandong Second Medical University, Weifang, Shandong, China

5Department of Basic Medical College, Bengbu Medical University, Bengbu, China”

The correct order of the affiliations is given below:

“1. Second Affiliated Hospital of Bengbu Medical University, Bengbu, China

2. Bengbu Medical University, Bengbu, China

3. Anhui Key Laboratory of Infection and Immunity of Bengbu Medical College, Bengbu, China

4. School of Clinical Medicine, Shandong Second Medical University, Weifang, Shandong, China

5. Department of Basic Medical College, Bengbu Medical University, Bengbu, China”

Correspondingly, the author affiliation superscripts have been updated while keeping the author order unchanged.

The original version of this article has been updated.

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