In addition, Kraja et al. performed a GWAS study on data from 7 cohorts in Caucasian populations and detected a significant association of MetS with the APOA5, BUD13, CETP, LPL, and ZPR1 genes21. Here, ZPR1 is linked to metabolic syndrome.