On the other hand, when we evaluated the relationships between WHR and chemerin, lipocalin, and apelin, the concentration of chemerin was significantly associated with WHR in both the entire group of women with PCOS and the smoking subgroup of women with PCOS. This evidence concerns the gene APLN and polycystic ovary syndrome.