Overall, our results show that circulating V associates with oxLDL, Co with adiponectin and MPO, Zn with leptin, and Rb with MPO and oxLDL in individuals with obesity and metabolic disorders. The gene discussed is MPO; the disease is obesity due to melanocortin 4 receptor deficiency.