Identification and validation of endoplasmic reticulum stress-related diagnostic biomarkers for type 1 diabetic cardiomyopathy based on bioinformatics and machine learning

Identification and validation of endoplasmic reticulum stress-related diagnostic biomarkers for type 1 diabetic cardiomyopathy based on bioinformatics and machine learning

BackgroundDiabetic cardiomyopathy (DC) is a serious complication in patients with type 1 diabetes mellitus and has become a growing public health problem worldwide. There is evidence that endoplasmic reticulum stress (ERS) is involved in the pathogenesis of DC, and related diagnostic markers have no...

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Bibliographic Details
Main Authors: Qiao Tang, Yanwei Ji, Zhongyuan Xia, Yuxi Zhang, Chong Dong, Qian Sun, Shaoqing Lei
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-03-01
Series:Frontiers in Endocrinology
Subjects:
type 1 diabetes
diabetic cardiomyopathy
endoplasmic reticulum stress
immune infiltration
bioinformatics
marker genes
Online Access:https://www.frontiersin.org/articles/10.3389/fendo.2025.1478139/full
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