The negative correlation between pyruvate and CAIX suggests poordelivery of pyruvate in hypoxic regions of the tumor, which is also supported by theweak inverse relationship between the percentages of tumor necrosis and bothpyruvate and lactate. This evidence concerns the gene CA9 and neoplasm.