Utilizing metagenomic profiling and machine learning model to identify bacterial biomarkers for major depressive disorder

Utilizing metagenomic profiling and machine learning model to identify bacterial biomarkers for major depressive disorder

BackgroundMajor depressive disorder (MDD) is highly heterogeneous, which provides a significant challenge in the management of this disorder. However, the pathogenesis of major depressive disorder is not fully understood. Studies have shown that depression is highly correlated with gut flora. The ob...

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Bibliographic Details
Main Authors: Xuan Wang, Di Cao, Hanlin Zhang, Wei Chen, Jiaxin Sun, Huimin Hu
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-02-01
Series:Frontiers in Psychiatry
Subjects:
major depressive disorder
gut bacteria
metagenome
machine learning
diagnosing disease
Online Access:https://www.frontiersin.org/articles/10.3389/fpsyt.2025.1539596/full
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