For 35 DEGs, their function could be related to T2D, including β-cell failure mechanisms, such as defective insulin secretion, increased oxidative stress, altered autophagy and apoptosis (24,25,45–47) (Figure 3B). This evidence concerns the gene INS and type 2 diabetes mellitus.