AFP and cancer: In addition, the cancer markers alpha-fetoprotein, tumor marker, S (0.78%) and epidermal growth factor receptor (EGFR) (1.56) were found to be the main contributors for the prediction of cancers of the liver [75] and bronchus and lung [76].