There are also shortcomings in the present study, and the following questions still need to be addressed: (1) How the CHPF gene plays a role in promoting the proliferation and migration invasion of breast cancer cells with the help of the PI3K-AKT pathway, and whether it must act through the relevant genes we have validated need to be further investigated. Here, CHPF is linked to breast cancer.