The 6 predictive parameters significantly associated with increased OS were baseline CEA levels, baseline alanine aminotransferase (ALT) levels, albumin level, sum of sizes of the two largest CRLM diameters in the treatment region, number of extrahepatic disease sites and tumor differentiation level. The gene discussed is GPT; the disease is neoplasm.