BDNF and obesity due to melanocortin 4 receptor deficiency: Among obesity and BMI associated loci reported in other GWA studies, we could only confirm two, BDNF and MC4R. One weakness in our analysis was that we, due to a small sample sizes and different ethnicity, did not perform imputation of all BMI associated loci in published GWAs.