In the multivariate logistic regression analysis, the following variables were included: SLC30A8 (CC), PSRC1 (AA + GA), KIF6 (CC), diabetes, age, smoking, hypertension, dyslipidaemia, BMI, and physical inactivity. Here, SLC30A8 is linked to diabetes mellitus.