Our findings confirm previous interrogations of The Cancer Genome Atlas (TCGA) ccRCC RNA-sequencing data, alongside near-uniform depletion of FBP1 in >200 human ccRCC tumours, which revealed depletion of key gluconeogenic enzymes39. This evidence concerns the gene FBP1 and nonpapillary renal cell carcinoma.