Univariate analysis revealed that the absence of smoking habits, habitual drinking, hypertension or diabetes mellitus, lower albumin levels, white blood cells, and higher GGT levels, were associated with high FIB-4 index. This evidence concerns the gene ALB and diabetes mellitus.