Genes associated with BCAA catabolism, including ACAD8, ALDH6A1, LDH9A1, BCKDHA, BCKDHB, and HADH, were downregulated in EAT from overweight/obese and T2D patients, which may contribute to cardiac dysfunction. Here, ACAD8 is linked to type 2 diabetes mellitus.