With respect to body composition, large population studies that have included adults spanning a wide range of body composition (anorexia through to obesity) have reported positive relations between circulating irisin and fat free mass [17], [58]. The gene discussed is FNDC5; the disease is obesity due to melanocortin 4 receptor deficiency.