VHL and nonpapillary renal cell carcinoma: We explored the potential relationship between VHL, the most common mutation in kidney cancer, and intercellular communication, and then suggested that CCCs could alter the differentiation and infiltration of immune cells, which further influence clinical outcomes of ccRCC patients.