Second, the role of the CENPF-USP4 axis in CRC metastasis has been identified, but the specific downstream molecular mechanisms remain unclear and require further investigation, In particular, the role of autophagy activation in mediating CRC metastasis through CENPF requires more in-depth exploration. The gene discussed is USP4; the disease is colorectal carcinoma.