Liver cancer progresses from localized tumors in the early stages to more extensive involvement, including spread to lymph nodes and other organs. Early-stage liver cancer may present with minimal or no symptoms, while advanced stages often involve jaundice, weight loss, abdominal pain, and fluid accumulation. The speed of progression varies depending on tumor biology and underlying liver health. In some cases, liver cancer can progress rapidly, especially in patients with pre-existing liver disease.