Some of the most common cancers which can lead to metastatic liver cancer in dogs include: lymphoma, pancreatic cancer, intestinal carcinoma, thyroid cancer, osteosarcoma, mast cell tumors, transitional cell sarcoma, mammary carcinoma, and hemangiosarcoma.