This study evaluates the relationship between several genetic variants and the response to a hypocaloric diet, in order to design a genetic test which permits prescribe the more personalized diet for each individual according to her genotype. Half of the participants will assigned to a moderate high protein diet, while the other half will assigned to a high carbohydrate diet.