The results of this study show that ABAT and ALDH6A1 are directly regulated by HNF4A, indicating that HNF4A suppresses ccRCC progression, at least in part, via the regulation of metabolic enzyme gene expression. This evidence concerns the gene ALDH6A1 and nonpapillary renal cell carcinoma.