Through gene-centric analysis the burden of rare, homozygous, and potentially deleterious variants in the P4HTM was significantly associated with obesity risk (Pπ = 0.013; π_hat =14; 95% CI_2.5= -26; Pτ =1.0). The gene discussed is P4HTM; the disease is obesity due to melanocortin 4 receptor deficiency.