Then, the ROC analysis was performed to evaluate the sensitivity and specificity of CD4, UGT2B7, and CYP3A4 for the diagnosis of NAFLD-related HCC. This evidence concerns the gene CYP3A4 and metabolic dysfunction-associated steatotic liver disease.