Studies found that Pdk4 showed increased expression in myocardial tissues of DM mice [51], and it could be used as a therapeutic target for DM [52, 53] due to its role as a key target genes of the PPARα signaling pathway [54, 55]. This evidence concerns the gene PDK4 and diabetes mellitus.