Several factors including disease burden, alveolar growth pattern and indolent disease are associated with increased rates of response to HD IL-2 in RCC although carbonic anhydrase IX appears to be more prognostic than predictive of HD IL-2 response. This evidence concerns the gene CA9 and renal cell carcinoma.