Therapeutic antibodies targeting the PD-1:PD-L1 axis [55, 56] in combination with anti-CAIX mAbs would be particularly amenable to assessment with our model as PD-L1 is known to be expressed on RCC cells and associated with poor outcome [57]. This evidence concerns the gene CA9 and renal cell carcinoma.