SNPs in the apolipoprotein A1 and C3 (APOA1 and APOC3) genes and cluster of differentiation 36 (CD36) gene led to increased risk of metabolic syndrome in subjects with Western dietary pattern and dyslipidemia in individuals who consumed high amounts of fat, respectively. This evidence concerns the gene APOA1 and metabolic syndrome.