We confirmed positive association of genetic variations in PPARG (rs1801282), HNF4A (rs745975), GLIS3 (rs806052), IRS-2 (rs1805097) and MTNR1B (rs8192552) with T2DM. Here, HNF4A is linked to type 2 diabetes mellitus.