Gut microbiota landscape and potential biomarker identification in female patients with systemic lupus erythematosus using machine learning

Gut microbiota landscape and potential biomarker identification in female patients with systemic lupus erythematosus using machine learning

ObjectivesSystemic Lupus Erythematosus (SLE) is a complex autoimmune disease that disproportionately affects women. Early diagnosis and prevention are crucial for women’s health, and the gut microbiota has been found to be strongly associated with SLE. This study aimed to identify potential biomarke...

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Bibliographic Details
Main Authors: Wenzhu Song, Feng Wu, Yan Yan, Yaheng Li, Qian Wang, Xueli Hu, Yafeng Li
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-12-01
Series:Frontiers in Cellular and Infection Microbiology
Subjects:
systemic lupus erythematosus
machine learning
elastic net
Boruta
gut microbiota
Online Access:https://www.frontiersin.org/articles/10.3389/fcimb.2023.1289124/full

Internet

https://www.frontiersin.org/articles/10.3389/fcimb.2023.1289124/full

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