It was also reported that SAA stimulated M-CSF and MCP-1 expression in hepatocellular carcinoma cells; and these factors skewed M1 tumor-associated macrophages into M2 tumor-associated macrophages, which exacerbated HCC invasion both in vitro and in vivo [34]. This evidence concerns the gene CSF1 and hepatocellular carcinoma.