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8/25/2026 6:38:37 AM | Browse: 4 | Download: 0
Publication Name World Journal of Gastroenterology
Manuscript ID 119629
Country China
Received
2026-02-02 02:12
Peer-Review Started
2026-02-02 02:15
First Decision by Editorial Office Director
2026-03-12 08:56
Return for Revision
2026-03-12 08:56
Revised
2026-03-31 16:53
Publication Fee Transferred
2026-04-28 01:47
Second Decision by Editor
2026-04-23 02:37
Second Decision by Editor-in-Chief
Final Decision by Editorial Office Director
2026-04-23 06:34
Articles in Press
2026-04-23 06:34
Edit the Manuscript by Language Editor
Typeset the Manuscript
2026-08-19 03:18
Publish the Manuscript Online
2026-08-25 06:38
ISSN 1007-9327 (print) and 2219-2840 (online)
Open Access This article is an open-access article that was selected by an in-house editor and fully peer-reviewed by external reviewers. It is distributed in accordance with the Creative Commons Attribution NonCommercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited and the use is non-commercial. See: http://creativecommons.org/Licenses/by-nc/4.0/
Copyright ©Author(s) (or their employer(s)) 2026. No commercial re-use. See Permissions. Published by Baishideng Publishing Group Inc.
Article Reprints For details, please visit: http://www.wjgnet.com/bpg/gerinfo/247
Permissions For details, please visit: http://www.wjgnet.com/bpg/gerinfo/207
Publisher Baishideng Publishing Group Inc, 7041 Koll Center Parkway, Suite 160, Pleasanton, CA 94566, USA
Website http://www.wjgnet.com
Category Gastroenterology & Hepatology
Manuscript Type Retrospective Study
Article Title Association of prealbumin with risk of abdominal surgery and endoscopic recurrence in Crohn’s disease: A machine learning study
Manuscript Source Unsolicited Manuscript
All Author List Kai-Ling Xie, Gang Long, Lian-Wen Yuan and Dan Zhang
ORCID
Author(s) ORCID Number
Kai-Ling Xie http://orcid.org/0009-0001-5662-6550
Dan Zhang http://orcid.org/0009-0000-8672-3194
Funding Agency and Grant Number
Funding Agency Grant Number
Fundamental Research Funds for the Central Universities of Central South University 2024ZZTS0959
National Natural Science Foundation of China 82270590
Hunan Provincial Natural Science Foundation 2025JJ50584
Research Project on Degree and Graduate Education Reform at Central South University
Corresponding Author Dan Zhang, Professor, Clinical Nursing Teaching and Research Section, The Second Xiangya Hospital, Central South University, No. 139 Renmin Middle Road, Changsha 410011, Hunan Province, China. dunbaby@126.com
Key Words Crohn’s disease; Prealbumin; Abdominal surgery; Postoperative endoscopic recurrence; Machine learning; Predictive and personal medicine
Core Tip Serum prealbumin (PA), reflecting inflammatory and nutritional status, may serve as a pragmatic biomarker for risk stratification in Crohn’s disease. Higher PA levels were associated with lower risks of abdominal surgery and postoperative endoscopic recurrence (highest vs lowest quartile: Hazard ratio = 0.45 and 0.20, respectively). Incorporating PA into machine learning models further improved prognostic performance (C-index = 0.784 for surgery and 0.764 for recurrence). Moreover, serum PA showed approximately 70% concordance with machine learning-derived risk tiers and helped identify patients more likely to benefit from biologic therapy, thereby supporting earlier risk prediction and more individualized treatment decisions.
Publish Date 2026-08-25 06:38
Citation

Xie KL, Long G, Yuan LW, Zhang D. Association of prealbumin with risk of abdominal surgery and endoscopic recurrence in Crohn’s disease: A machine learning study. World J Gastroenterol 2026; 32(36): 119629

URL https://www.wjgnet.com/1007-9327/full/v32/i36/119629.htm
DOI https://doi.org/10.3748/wjg.119629
Full Article (PDF) WJG-32-119629-with-cover.pdf
Manuscript File 119629_Auto_Edited_024706.docx
Answering Reviewers 119629-answering-reviewers.pdf
Audio Core Tip 119629-audio.mp3
Biostatistics Review Certificate 119629-biostatistics-statement.pdf
Conflict-of-Interest Disclosure Form 119629-conflict-of-interest-statement.pdf
Copyright License Agreement 119629-copyright-assignment.pdf
Signed Informed Consent Form(s) or Document(s) 119629-informed-consent-statement.pdf
Institutional Review Board Approval Form or Document 119629-institutional-review-board-statement.pdf
Non-Native Speakers of English Editing Certificate 119629-non-native-speakers.pdf
Supplementary Material 119629-supplementary-material.pdf
Peer-review Report 119629-peer-reviews.pdf
Scientific Misconduct Check 119629-scientific-misconduct-check.png
CrossCheck Report 119629-crosscheck-report.pdf