Elevated body weight, waist circumference, and low HDL-C levels have been found to be more common contributors to metabolic syndrome in women, while blood pressure and apolipoprotein B have been found to be more common contributors in men [22]. This evidence concerns the gene APOB and metabolic syndrome.