The enhanced communication between highly senescent epithelial cells and the surrounding TME cells, coupled with the activation of pro-tumorigenic pathways such as EGF signaling, suggests that the crosstalk stemming from senescent epithelial cells may actively contribute to ccRCC progression. Here, EGF is linked to nonpapillary renal cell carcinoma.