REN and diabetic cardiomyopathy: In the pathway analysis using the KEGG catalogue, the top 20 pathways associated with renin, aldosterone, and ARR were involved in fatty acid metabolism, diabetes cardiomyopathy, and immunological processes (Additional file 1: Table S2).