Firstly, the results suggested that the expression level of Rap1b was related to prognosis and immune infiltration in pan-cancer, we still had no direct evidences to confirm Rap1b affected the prognosis of tumors via acting on immune checkpoints or tumor mutations. This evidence concerns the gene RAP1B and neoplasm.