Furthermore, in the autophagy-related pathways associated with lipid and energy metabolism, P62 and Parkin levels were elevated, while LC3B and PGC1α levels were reduced in the DM group compared to the NC group. This evidence concerns the gene PPARGC1A and diabetes mellitus.