Machine learning-based diagnosis of inflammatory bowel disease using gut microbiome virulence factor profiles: multicohort integration and independent validation

Authors

李培杰
Jiancheng Wang (ORCID: https://orcid.org/0000-0001-9599-0171)
Jun Xu (ORCID: https://orcid.org/0000-0003-2978-8682)
Xiuying Peng (ORCID: https://orcid.org/0000-0001-5308-0110)
Yang Guo
Zhenye Li
Rongjie Li
Shujie Liu
Kaixuan Zeng
Yiming Lei

Institutions

Sun Yat-sen University (CN)
Shenzhen University (CN)
The Seventh Affiliated Hospital of Sun Yat-sen University (CN)
First Affiliated Hospital of Guangzhou Medical University (CN)
Shenzhen Luohu People's Hospital (CN)
Third Affiliated Hospital of Sun Yat-sen University (CN)
State Key Laboratory of Respiratory Disease (CN)

Publication Details

Journal: Journal of Translational Medicine
Published: 2026-10-28
DOI: https://doi.org/10.1186/s12967-026-09127-5
Primary Topic: Gut microbiota and health
Type: article
Field-Weighted Citation Impact: 0.00

Funders

National Natural Science Foundation of China
China Postdoctoral Science Foundation
Basic and Applied Basic Research Foundation of Guangdong Province

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article

Machine learning-based diagnosis of inflammatory bowel disease using gut microbiome virulence factor profiles: multicohort integration and independent validation

李培杰, Jiancheng Wang, Jun Xu, Xiuying Peng et al.

Oct 28, 2026

1 links

Journal of Translational Medicine

Gut microbiota and health

article

Machine learning-based diagnosis of inflammatory bowel disease using gut microbiome virulence factor profiles: multicohort integration and independent validation

李培杰, Jiancheng Wang, Jun Xu, Xiuying Peng, Yang Guo, Zhenye Li, Rongjie Li, Shujie Liu, Kaixuan Zeng, Yiming Lei

October 28, 2026article en

Abstract

No abstract available for this paper.

Journal of Translational Medicine

Sun Yat-sen University (CN), Shenzhen University (CN), The Seventh Affiliated Hospital of Sun Yat-sen University (CN), First Affiliated Hospital of Guangzhou Medical University (CN), Shenzhen Luohu People's Hospital (CN), Third Affiliated Hospital of Sun Yat-sen University (CN), State Key Laboratory of Respiratory Disease (CN)

National Natural Science Foundation of China, China Postdoctoral Science Foundation, Basic and Applied Basic Research Foundation of Guangdong Province

Good health and well-being

Openalex Percentile: Top 22%

Gut microbiota and health

DOI Open Access PDF OpenAlex

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Machine learning-based diagnosis of inflammatory bowel disease using gut microbiome virulence factor profiles: multicohort integration and independent validation — 李培杰, Jiancheng Wang, et al. · Journal of Translational Medicine (2026) | TGRS Research Map | TGRS