In model 6, high levels of TG (OR = 1.69, P < 0.001) and apoB (OR = 5.87, P < 0.001) significantly increased the risk of MetS, along with low levels of HDL-C (OR = 0.44, P = 0.004) at age 70. This evidence concerns the gene APOB and metabolic syndrome.