TNF and Insulin resistance: Calan et al. also found that kallistatin levels positively correlated with insulin, the insulin resistance index (HOMA-IR), the free androgen index, hs-CRP, TNF-α and carotid intima-media thickness (cIMT) in both PCOS and control groups [34].