After adjustment for potential confounders, women with obesity showed a 63% higher probability of having elevated leptin levels (Prevalence Ratio [PR] = 1.63; 95% CI: 1.32–2.02; p < 0.001) compared with those without obesity. Here, LEP is linked to obesity due to melanocortin 4 receptor deficiency.