Several genes are involved in the presence of T2D and are associated with obesity, as shown by the GWAS studies (ADCY5, FTO, HHEX, IRS1, KCNQ1, PPARG, and TCF7L2) [33]. Here, IRS1 is linked to type 2 diabetes mellitus.