We also identified some novel associations using the Cardio MetaboChip array, such as the association of cHOMA-B with PARP8. In the diabetes candidate gene analysis, we identified an association of an intronic SNP rs163170 in KCNQ1 with both cHOMA-B and HOMA-IR. The gene discussed is KCNQ1; the disease is diabetes mellitus.