PTX3 and Insulin resistance: Although earlier studies such as Tosi et al. (2014) did not find a significant correlation between PTX-3 and HOMA-IR, our direct group comparison suggests that PTX-3 elevation may still occur in the presence of insulin resistance, possibly linked to increased androgen activity and an inflammatory ovarian microenvironment.