Regression analysis, including ANGPTL3, 4, 8, IL-6, and TNF-α alongside CRP and omentin-1, indicated a significant model for PCOS (Nagelkerke R2=0.698, p<0.0001, PPV=80%, NPV=90%). This evidence concerns the gene IL6 and polycystic ovary syndrome.