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CORRECTION article

Front. Immunol., 15 December 2025

Sec. Inflammation

Volume 16 - 2025 | https://doi.org/10.3389/fimmu.2025.1763736

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

This article is a correction to:

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

    1. Read original article
Qingyi Zhou,,&#x;&#x;Qingyi Zhou1,2,3†‡Xuan Ma&#x;Xuan Ma4†Qianqian CuiQianqian Cui2Lei ZhangLei Zhang1Chao YaoChao Yao1Zilu ZhangZilu Zhang2Xiaoli Wang,*Xiaoli Wang3,5*Liang Chu*Liang Chu1*
  • 1Second Affiliated Hospital of Bengbu Medical University, Bengbu, China
  • 2Bengbu Medical University, Bengbu, China
  • 3Anhui Key Laboratory of Infection and Immunity of Bengbu Medical College, Bengbu, China
  • 4School of Clinical Medicine, Shandong Second Medical University, Weifang, Shandong, China
  • 5Department of Basic Medical College, Bengbu Medical University, Bengbu, China

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

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.

Publisher’s note

All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.

Keywords: alcohol-associated liver disease, Mendelian randomization, SMR, pQTL, single-cell RNA sequencing, causal inference

Citation: Zhou Q, Ma X, Cui Q, Zhang L, Yao C, Zhang Z, Wang X and Chu L (2025) Correction: A multi-omics approach combining causal inference and in vivo validation identifies key protein drivers of alcohol-associated liver disease. Front. Immunol. 16:1763736. doi: 10.3389/fimmu.2025.1763736

Received: 09 December 2025; Accepted: 10 December 2025;
Published: 15 December 2025.

Approved by:

Frontiers Editorial Office, Frontiers Media SA, Switzerland

Copyright © 2025 Zhou, Ma, Cui, Zhang, Yao, Zhang, Wang and Chu. 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.

*Correspondence: Xiaoli Wang, d2FuZ2ppaHVhd2FuZ3hpYW9AMTYzLmNvbQ==; Liang Chu, Y2hldzgxNTFAMTYzLmNvbQ==

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

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

Disclaimer: All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.