Subsequent phenotype and genotype relationship analysis indicated that rs4074134 or other variations in linkage equilibrium might affect insulin sensitivity rather than beta cell function, which in turn may alter the risk for pre-diabetes and T2D [42]. Here, INS is linked to type 2 diabetes mellitus.