Liver cancers, such as hepatocellular carcinoma (HCC), show abnormal hepatocytes that often appear larger and more irregular than normal cells. There is increased mitotic activity, and the architecture may show trabecular, pseudo-glandular, or solid patterns. Vascular invasion is a critical feature often seen in aggressive forms of HCC.