CD24 and nonpapillary renal cell carcinoma: Notably, through an intersection of metabolomic data with transcriptomic information extracted from CD133 + /CD24 + tumoral renal stem cells, isolated from ccRCC patients, the study identified a shared subset of genes and metabolites that showcased distinct regulatory patterns in ccRCC cases.