In test set GSE40435 and GSE73731, linear regression analyses showed that ACAT1 expression had a strongly negative correlation with a Fuhrman grade of ccRCC (Figures 5A,B). This evidence concerns the gene ACAT1 and nonpapillary renal cell carcinoma.