Among these genes, acetyl-CoA acetyltransferase 1, encoded by ACAT1, is an enzyme that regulates ketone metabolism based on different energy status, and downregulation of ACAT1 is an important feature in the pathophysiology of type 2 diabetes [28]. Here, ACAT1 is linked to type 2 diabetes mellitus.