In another study, the HOMA-IR, an index of insulin resistance, was included together with the plasma level of CK-18 and AST activity into the MACK-3 index, being predictive of fibrotic non-alcoholic steatohepatitis [38]. This evidence concerns the gene KRT18 and Insulin resistance.