Phillips et al. have also identified associations between genetic variants of the apolipoprotein B and APOA1 gene and MetS risk, however the modulation of MetS risk by dietary fat intake observed in the entire cohort was observed in the male high-fat consumers only [142]. The gene discussed is APOB; the disease is metabolic syndrome.