Identification of biomarkers associated with macrophage polarization in diabetic cardiomyopathy based on bioinformatics and machine learning approaches.

Journal: Life sciences

PMID: 39914590

Abstract

BACKGROUND: Numerous studies have investigated the role of macrophages in the pathogenesis of diabetic cardiomyopathy (DCM); however, the underlying mechanisms remain unclear.

Authors

Yi Liu

Department of Interventional Therapy, Ningbo No. 2 Hospital, Ningbo, China.
Juan Zhang

Guangdong R & D Center for Technological Economy RM. 802, Guangzhou, Guangdong, P.R. China.
Quancheng Han

Shandong University of Traditional Chinese Medicine, Jinan, China.
Yan Li

Interdisciplinary Research Center for Biology and Chemistry, Liaoning Normal University, Dalian, China.
Yitao Xue

Affiliated Hospital of Shandong University of Traditional Chinese Medicine, Jinan, China.
Xiujuan Liu

Affiliated Hospital of Shandong University of Traditional Chinese Medicine, Jinan, China.

Keywords

Animals Biomarkers Computational Biology Diabetic Cardiomyopathies Gene Regulatory Networks Humans Machine Learning Macrophage Activation Macrophages Rats

External Resources

View on PubMed Access via DOI PubMed (39914590)

Identification of biomarkers associated with macrophage polarization in diabetic cardiomyopathy based on bioinformatics and machine learning approaches.

Abstract

Authors

Keywords

External Resources

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