Ultimately, eight genes (LAMP2, NFE2L2, STAT3, SCP2, CHMP5, ARF6, CHP1, and PTEN) overlapped among the two sets of machine learning results and the T2D DEGs, and so they were treated as key genes (Figure 8E). This evidence concerns the gene STAT3 and type 2 diabetes mellitus.