Additional studies are required by including the clinical level to clarify the biology of MC4R rs17782313 and its impact on the relationship between dietary carbohydrate intake, metabolic rate, and degree of obesity. Here, MC4R is linked to obesity due to melanocortin 4 receptor deficiency.