ADIPOQ and polycystic ovary syndrome: However, another recent study who also found decreased levels of total adiponectin and HMW adiponectin in PCOS women hypothesized that the decreased levels of adiponectin occur independently of BMI and insulin resistance and thatposttranscriptional/translational modifications are responsible for the low levels of HMW adiponectin in PCOS.