When the training dataset and the validation dataset were combined and 127 liver cirrhosis cases were included as precancerous HCC lesions, the trends of AFP and the PP value as biomarkers in the progression of HCC were analyzed. This evidence concerns the gene AFP and cirrhosis of liver.