TNF and Insulin resistance: Additionally, compared to hs-CRP, TNF-α provides more mechanistic insights into the metabolic dysfunction seen in PCOS, whereas hs-CRP reflects generalized inflammation but does not directly influence insulin resistance and ovarian dysfunction as TNF-α does [10].