The results of both the kernel machine and MAX (T) tests in our study show that rs2266788, which belongs to both ZPR1 and APOA5 genes, is associated with MetS and MetS affected subjects that had a high TG. This evidence concerns the gene APOA5 and metabolic syndrome.