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. The gene discussed is INS; the disease is type 2 diabetes mellitus.