Upon multivariate analysis to evaluate the predictive values of marker levels in terms of survival, elevated serum levels of AFP and/or PIVKA-II both before and after surgery independently predicted disease-free or overall survival, as did tumor size, tumor number, and the existence of vascular invasion [20, 24, 25]. This evidence concerns the gene AFP and neoplasm.