In conclusion, these findings suggest that macronutrient intake patterns were associated with obesity susceptibility, and the associations were different depending on the circadian clock genotypes of the CLOCK, PER2, and CRY1 loci. This evidence concerns the gene CRY1 and obesity due to melanocortin 4 receptor deficiency.