Early prediction of bone destruction in rheumatoid arthritis through machine learning analysis of plasma metabolites

Early prediction of bone destruction in rheumatoid arthritis through machine learning analysis of plasma metabolites

Abstract Background To develop a predictive model for bone destruction in patients with rheumatoid arthritis (RA), based on the characteristics of plasma metabolites and common clinical indicators. Methods The cohort comprised 60 patients with RA, with baseline metabolite features identified using t...

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Bibliographic Details
Main Authors: Zihan Wang, Tianyi Lan, Yi Jiao, Xing Wang, Hongwei Yu, Qishun Geng, Jiahe Xu, Cheng Xiao, Qingwen Tao, Yuan Xu
Format: Article
Language:English
Published: BMC 2025-05-01
Series:Arthritis Research & Therapy
Subjects:
Rheumatoid arthritis
Bone destruction
Metabolite
Machine learning
Prediction model
Online Access:https://doi.org/10.1186/s13075-025-03576-x
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