GHRL and obesity due to melanocortin 4 receptor deficiency: The GHRL gene, implicated in hunger signaling and regulation of energy balance, shows significant genotype-phenotype associations in our dataset where the TT genotype is associated with higher obesity metrics and emotional eating scores.