Together, our findings suggest a differential role for PDK enzymes in ccRCC progression, and highlight PDK as actionable metabolic proteins in relation with PI3K signalling and exhausted CD8 T cells in ccRCC. This evidence concerns the gene PIK3CA and nonpapillary renal cell carcinoma.