AFP and hepatocellular carcinoma: We have recently developed a logistic regression algorithm that utilizes AFP, age, gender, alkaline phosphatase (ALK) and alanine aminotransferase (ALT) levels to improve the detection of HCC, particularly for those with a background of liver cirrhosis[9].