To further elucidate the biological and neural underpinnings of obesity, we investigated the association between BDNF levels and brain response to food stimuli and craving in patients suffering from obesity and normal-weight participants by conducting a prospective case–control fMRI study. This evidence concerns the gene BDNF and obesity due to melanocortin 4 receptor deficiency.