Our gene–phenotype interaction analysis supports this interpretation, indicating that the association of the rs1501299 (T) allele is largely related to adiponectin levels, which are, in turn, associated with obesity risk in PCOS patients. The gene discussed is ADIPOQ; the disease is obesity due to melanocortin 4 receptor deficiency.