Interpretable machine learning analysis of immunoinflammatory biomarkers for predicting CHD among NAFLD patients

Abstract Background Coronary Heart Disease (CHD) and Non-Alcoholic Fatty Liver Disease (NAFLD) share overlapping pathogenic mechanisms including adipose tissue dysfunction, insulin resistance, and systemic inflammation mediated by adipokines. However, the specific impact of inflammation and immune r...

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Bibliographic Details
Main Authors: Wenyuan Dong, Hongcheng Jiang, Yu Li, Luo Lv, Yuxin Gong, Bao Li, Hongjie Wang, Hesong Zeng
Format: Article
Language:English
Published: BMC 2025-07-01
Series:Cardiovascular Diabetology
Online Access:https://doi.org/10.1186/s12933-025-02818-1
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