The T2D risk alleles of genetic variants in PPARG, WFS1, CDKAL1, CDKN2BAS, CENTD2, ZFAND6, and TCF2 were associated with lower fasting or postprandial insulin secretion. Here, ARAP1 is linked to type 2 diabetes mellitus.