GIPR and diabetes mellitus: A genetic risk score based on the diabetes risk alleles TCF7L2 rs7903146, KCNQ1 rs163184, KCNQ1 rs2237892, GIPR rs10423928 and WFS1 rs10010131 also showed a nominally significant interaction with coffee intake (p = 0.005, Table 3).