Based on the PPI network and the most significant module, five hub susceptibility genes in skeletal muscle of T2DM were identified in the network of SDEGs, including GPR84, CALCB, GCG, PTGDR, GNG8. This evidence concerns the gene GCG and type 2 diabetes mellitus.