The best classification accuracy was achieved by MHCI&IIhi density (a cancer cell type) in immunochemotherapy (AUC = 0.694) and PD-L1 + APCs fraction and density (a TME cell type) in chemotherapy (AUC = 0.644). Here, CD274 is linked to cancer.