Adiponectin, tricipital skinfold, trunk fat-free mass in kilograms, SBP and DBP showed no contribution to the variation of the prevalence of MetS (R2 < 0.02, p > 0.65); therefore, these markers were not taken into consideration when calculating the sensitivity score. This evidence concerns the gene ADIPOQ and metabolic syndrome.