These findings suggest that SH2B1 contains a spectrum of common and rare alleles that contribute to BMI and obesity predisposition with a broad range of penetrance, from low to more highly penetrant rare alleles. The gene discussed is SH2B1; the disease is obesity due to melanocortin 4 receptor deficiency.