Further, the integrated results of module selection (Fig 1) and disease association analysis (Fig 4) of 867 DEGs identified HNF1A and TCF7L2 genes play a crucial role in T2D pathogenesis and its related diseases. Here, TCF7L2 is linked to type 2 diabetes mellitus.