Specifically, CLOCK/CC, FTO/AA, and LEP/AA genotypes were strongly associated with higher obesity metrics and emotional eating scores, while GHRL/TT and MC4R/CC were linked to increased BMI and WHR. This evidence concerns the gene CLOCK and obesity due to melanocortin 4 receptor deficiency.