We identified the transcriptional factors of the T2DM-related DEGs, such as DMBX1, TAL1, ZFP161, NFIC (66.7%), and NR1H4 (33.3%), and others with a substantial p-value (<0.05) (Figure 4A). Here, DMBX1 is linked to type 2 diabetes mellitus.