After verifying the key proteins and genes in the autophagy and apoptosis pathways, it was found that the expressions of p62, Bax and Caspase-3 in the gastrocnemius muscles of T2DM rats significantly increased, while the ratio of LC3II/I significantly decreased. Here, CASP3 is linked to type 2 diabetes mellitus.