Uncovering the potential role of oxidative stress in the development of periodontitis and establishing a stable diagnostic model via combining single-cell and machine learning analysis

Uncovering the potential role of oxidative stress in the development of periodontitis and establishing a stable diagnostic model via combining single-cell and machine learning analysis

BackgroundThe primary pathogenic cause of tooth loss in adults is periodontitis, although few reliable diagnostic methods are available in the early stages. One pathological factor that defines periodontitis pathology has previously been believed to be the equilibrium between inflammatory defense me...

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Bibliographic Details
Main Authors: Guobin Song, Gaoge Peng, Jinhao Zhang, Binyu Song, Jinyan Yang, Xixi Xie, Siqi Gou, Jing Zhang, Guanhu Yang, Hao Chi, Gang Tian
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-07-01
Series:Frontiers in Immunology
Subjects:
oxidative stress
periodontitis
inflammation
machine learning
diagnostic signature
WGCNA
Online Access:https://www.frontiersin.org/articles/10.3389/fimmu.2023.1181467/full

Internet

https://www.frontiersin.org/articles/10.3389/fimmu.2023.1181467/full

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