ADIPOQ and polycystic ovary syndrome: The observed lower adiponectin levels in PCOS women (though statistically non-significant, p=0.103) align with studies showing hypoadiponectinemia as a potential contributor to metabolic dysfunction in PCOS.6,7 The lack of significance may be due to small sample size or confounding metabolic factors.