In silico correlation analysis between PDK1–4 and HIF1α expression in ccRCC showed significant correlations with PDK1, PDK3 and PDK4 expression (p < 0.005), but not with PDK2 (Supplementary Fig. 4A). Here, PDK2 is linked to nonpapillary renal cell carcinoma.