Oil red staining results showed that lipid accumulation was significantly reduced in ccRCC cell lines overexpressing OGDHL, whereas it significantly increased in OGDHL-knockdown cell lines (Fig. 4F, G). This evidence concerns the gene OGDHL and nonpapillary renal cell carcinoma.