The association between glucose levels, insulin, C-peptide, insulin resistance indices, and beta-cell function indices with FIB-4 was analyzed only for non-diabetic subjects with fasting glucose levels below 110 mg/dL. This evidence concerns the gene INS and Insulin resistance.