In the hypoxic tumor microenvironment, the transcriptional regulation of HIF1A mediates the upregulation of PLOD2, which can activate EGFR phosphorylation, thereby activating the downstream AKT-mTOR pathway and ultimately promoting ccRCC tumor progression. Here, AKT1 is linked to nonpapillary renal cell carcinoma.