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Unveiling potential biomarkers for systemic lupus erythematosus and lupus nephritis through metabolomics and machine learning

Abstract Introduction Systemic lupus erythematosus (SLE) is a common autoimmune disorder with increasing global incidence. Lupus nephritis (LN), a severe complication of SLE, occurs in approximately 50% of patients and is a leading cause of morbidity and mortality. Objectives This study aims to iden...

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Principais autores: MingWang Long, Xue Fu, ZhenXuan Ye, HongMei Li, Yu He, HaiYan Zhang, YueMing Huang, ZhiJing Ren
Format: Artigo
Sprog:Inglês
Udgivet: BMC 2026-03-01
Serier:European Journal of Medical Research
Fag:
Systemic lupus erythematosus (SLE)
Lupus nephritis (LN)
Biomarkers
Non-targeted metabolomics
Machine learning
Online adgang:https://doi.org/10.1186/s40001-026-04290-3
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