Colorectal cancer is the most common secondary or metastatic cause of liver tumors. Many other cancers can also metastasize to the liver and cause elevated liver enzymes, among other symptoms. These include breast, esophageal, stomach, pancreatic, lung, kidney, and melanoma skin cancers.