Understanding the neural correlates underpinning the association between one of the most studied obesity gene, such as the FTO, and the susceptibility to obesity, will help future research in developing individual-tailored strategies for obesity prevention. Here, FTO is linked to obesity due to melanocortin 4 receptor deficiency.