Moreover, while HLF has been reported to transactivate C-Jun to promote hepatocellular carcinoma12, and C-Jun itself has been implicated in promoting metastasis53,54, we found that in ccRCC, C-Jun is positively regulated by HLF, which acts as a tumor suppressor in our study. Here, HLF is linked to nonpapillary renal cell carcinoma.