The researchers also observed that FTO was positively correlated with dietary fat intake proportion and inversely correlated with carbohydrate energy share (82), suggesting that this gene influences obesity susceptibility partly through modulating dietary behaviors. Here, FTO is linked to obesity due to melanocortin 4 receptor deficiency.