In ccRCC, NFIC and GATA2 regulate ALDH6A1 expression (Fig 4B), enhancing its capacity to manage oxidative stress and detoxify harmful metabolites, which is crucial in the tumor environment [161]. This evidence concerns the gene ALDH6A1 and nonpapillary renal cell carcinoma.