Front. Bioinform. Frontiers in Bioinformatics Front. Bioinform. 2673-7647 Frontiers Media S.A. 1750582 10.3389/fbinf.2025.1750582 Correction Correction: Integrative machine learning and bioinformatics analysis to identify cellular senescence-related genes and potential therapeutic targets in ulcerative colitis and colorectal cancer Xue et al. 10.3389/fbinf.2025.1750582 Xue Tianle 1 2 * † Formal Analysis Investigation Methodology Project administration Software Supervision Validation Writing - original draft Writing - review and editing Chen Yunpeng 1 2 † Investigation Methodology Resources Software Visualization Writing - original draft Li Xiaomeng 1 2 Conceptualization Methodology Validation Visualization Writing - original draft Zhou Zhixiang 1 2 Investigation Methodology Validation Visualization Writing - original draft Chen Qiyang 1 2 Conceptualization Formal Analysis Investigation Project administration Resources Supervision Visualization Writing - original draft Writing - review and editing Strathclyde Institute of Pharmacy and Biomedical Sciences, University of Strathclyde, Glasgow, United Kingdom China Pharmaceutical University, Nanjing, China Correspondence: Tianle Xue, tianle.xue.2022@uni.strath.ac.uk

These authors have contributed equally to this work

 03 12 2025 2025 5 1750582 20 11 2025 20 11 2025 21 11 2025 Copyright © 2025 Xue, Chen, Li, Zhou and Chen. 2025 Xue, Chen, Li, Zhou and Chen 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 Integrative machine learning and bioinformatics analysis to identify cellular senescence-related genes and potential therapeutic targets in ulcerative colitis and colorectal cancer by Xue T, Chen Y, Li X, Zhou Z and Chen Q (2025). Front. Bioinform. 5:1599098. doi: 10.3389/fbinf.2025.1599098 cellular senescence ulcerative colitis colorectal cancer integrative machine learning immune infiltration therapeutic targets section-in-acceptance Integrative Bioinformatics

Affiliation “China Pharmaceutical University, Nanjing, China” was omitted for author Tianle Xue, Yunpeng Chen, Xiaomeng Li, Zhixiang Zhou, and Qiyang Chen. This affiliation has now been added for all authors.

The Data Availability statement was erroneously given as “The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found in the article/Supplementary Material.” The correct Data Availability statement is “The original contributions presented in the study are included in the article and Zenodo link: https://zenodo.org/records/17274390?token=eyJhbGciOiJIUzUxMiJ9.eyJpZCI6IjgzMjQ3ZDc3LTljYjMtNGVlYy1iYTI1LWRmM2MzYmVlM2M2YyIsImRhdGEiOnt9LCJyYW5kb20iOiIzNzU0Y2RjMDdmZTlkYzNmMWVmNTJjNTc5NTc4MTZkZiJ9.YAu5Lc4IMsUnTDAfdiiaX0cEFO66kH3-Tc0IBYMtxRf6O824e85uRvD_m2Dip9cDC_IUg2CIxisSaN5iwdyrFQ and https://zenodo.org/records/17274398?token=eyJhbGciOiJIUzUxMiJ9.eyJpZCI6ImRhZWM4ZDMzLWYxNTAtNGM2Ni04ZGQzLWM0YTQ4NmI4YjllOCIsImRhdGEiOnt9LCJyYW5kb20iOiI4OWE2MGMyMjFmYzFhMzBiZjYxNTJkYTMwYjQxZGJmOSJ9.22PVvcpoKy7oAhugaqx5iSgAL2v0DMbGO-obROSh16bxkeHw-eLIbeIfibTVjZ_1klseB8EH2NhfVPCAbyMygA. Further inquiries can be directed to the corresponding author.”

The original article has been updated.

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