In another study comprising of 66 patients with early NASH stages (Brunt 1-2) and 19 with simple steatosis, the combined evaluation of serum adiponectin, HOMA-IR, and serum collagen type IV had 94% sensitivity and 74% specificity for the prediction of early NASH [77]. This evidence concerns the gene ADIPOQ and steatosis.