In addition, the generalized multifactor dimensionality reduction (GMDR) analysis was used to assess the impacts of combinations between two key SNPs (namely APOA5 rs662799 and COLEC12 rs16944558) in MetS and its individual components (as dichotomous measures) including age and sex as covariates. This evidence concerns the gene APOA5 and metabolic syndrome.