In conclusion, we identify significant associations between 4 SNPs (NLRP1 rs12150220, IL2RA rs11594656, CLEC16A rs725613 and APOA5 −1131T/C) and diabetes. The gene discussed is APOA5; the disease is diabetes mellitus.