For instance, some of the mechanisms could be mediated through the association of vitamin D and PTH with obesity and BMI, but some independent associations can exist, as shown by our linear and two-piecewise regression models, in which some of the associations were lost after the additional adjustment for BMI, but some remained. The gene discussed is PTH; the disease is obesity due to melanocortin 4 receptor deficiency.