Association of DNA methylation epigenetic markers with all-cause mortality and cardiovascular disease-related mortality in diabetic population: a machine learning-based retrospective cohort study

Association of DNA methylation epigenetic markers with all-cause mortality and cardiovascular disease-related mortality in diabetic population: a machine learning-based retrospective cohort study

Abstract Background Diabetes has a large and diverse population, with individuals exhibiting significant heterogeneity in the disease. The factors influencing survival and prognosis are complex, making early intervention in diabetic populations particularly challenging. Research has demonstrated a c...

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Main Authors: Yuxin Nong, Huazhen Huang, Lulu Xu, Xin Tan, Shuai Xu, Xinyu Zhou, Yiyao Zeng, Yufeng Jiang, Hezi Jiang, Xiangyu Wang, Xian Li, Anchen Xu, Qiaoyi Sun, Hongju Wang, Pinfang Kang, Jili Fan, Xiaohong Bo, Huimin Fan, Yafeng Zhou
Format: Article
Language:English
Published: BMC 2025-06-01
Series:Diabetology & Metabolic Syndrome
Subjects:
Diabetes
DNA methylation biomarkers
All-cause mortality
Cardiovascular disease-related mortality
Online Access:https://doi.org/10.1186/s13098-025-01774-w
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