In conclusion, USP7 deubiquitinated MTDH to stabilize its expression, and then contributed to CC cell proliferation, migration, invasion, and angiogenesis, as well as macrophage M2 polarization in vitro, and enhanced tumor growth in nude mice. This evidence concerns the gene USP7 and neoplasm.