AFP and neoplasm: Samples in cluster-4 were associated with high AFP expression level, undifferentiated tumor cells and lymphatic metastasis while cluster-3 showed high incidence of distant metastasis; cluster-2 had a higher degree of vascular invasion and more tumor cells with low differentiation.