HCC tumors clustered alongside the tumor-adjacent normal samples and had increased expression for hepatocyte markers such as ALB and HNF4A. CCA-Like tumors co-clustered with the CCA tumors and similarly had higher expression of the cell cycle and biliary markers but lower expression of hepatocyte markers. This evidence concerns the gene HNF4A and neoplasm.