An inverse correlation is observed between plasma PYY and BMD in populations with weight gain and obesity (decreased PYY and increased BMD) and in weight loss scenarios (increased PYY and decreased BMD), as observed in patients with anorexia and amenorrheic athletes [81]. The gene discussed is PYY; the disease is obesity due to melanocortin 4 receptor deficiency.