Exploring the role of lipid metabolism related genes and immune microenvironment in periodontitis by integrating machine learning and bioinformatics analysis

Abstract Periodontitis is a common inflammatory disease affecting the tissues surrounding and supporting the teeth, ultimately leading to tooth loss if left untreated. This study aimed to investigate the diagnostic potential of lipid metabolism-related genes (LMRGs) and characterize the immune micro...

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Bibliographic Details
Main Authors: Lulu Wei, Miaomiao Chen, Xin Shi, Yibing Wang, Shengwei Yang
Format: Article
Language:English
Published: Nature Portfolio 2025-08-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-025-15330-z
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