Specifically, BMI-lowering relationships via GLP1R and GIPR loci appear to be predominantly mediated through CNS-driven behavioral regulation, influencing binge drinking, food preferences, and obesity. The gene discussed is GLP1R; the disease is obesity due to melanocortin 4 receptor deficiency.