In accordance with the present results, previous studies have demonstrated that HLA-DQB1 [38], COL1A1 [39], COL3A1 [40], COL4A1 [41], CD74 [42], and HLA-DQA1 [38] are highly related to T2D pathogenesis. Here, COL4A1 is linked to type 2 diabetes mellitus.