BackgroundDiabetic cardiomyopathy (DCM) represents a major cause of heart failure and a large medical burden worldwide. This study screened the potentially regulatory targets of DCM and analyzed their roles in high glucose (HG)‐induced cardiomyocyte injury.MethodsThrough GEO database, we obtained rat DCM expression chips and screened differentially expressed genes. Rat cardiomyocytes (H9C2) were induced with HG. 3‐hydroxy‐3‐methylglutarylcoenzyme A synthase 2 (Hmgcs2) and microRNA (miR)‐363‐5p expression patterns in cells were measured by real‐time quantitative polymerase chain reaction or Western blot assay, with the dual‐luciferase assay to analyze their binding relationship. Then, 3‐(4,5‐dimethyl‐2‐thiazolyl)‐2,5‐diphenyl‐2‐H‐tetrazolium bromide assay, lactate dehydrogenase assay, terminal deoxynucleotidyl transferase dUTP nick end labeling assay, enzyme‐linked immunosorbent assay, and various assay kits were applied to evaluate cell viability, cytotoxicity, apoptosis, inflammation responses, and oxidative burden.ResultsHmgcs2 was the vital hub gene in DCM. Hmgcs2 was upregulated in HG‐induced cardiomyocytes. Hmgcs2 downregulation increased cell viability, decreased TUNEL‐positive cell number, reduced HG‐induced inflammation and oxidative stress. miR‐363‐5p is the upstream miRNA of Hmgcs2. miR‐363‐5p overexpression attenuated HG‐induced cell injury.ConclusionsHmgcs2 had the most critical regulatory role in DCM. We for the first time reported that miR‐363‐5p inhibited Hmgcs2 expression, thereby alleviating HG‐induced cardiomyocyte injury.