The potential SL-associated partners for BAP1 and PBRM1, two frequent altered genes, have complemented the current VHL-predominant research and mapped a comprehensive landscape for SL interaction in ccRCC, which might help to deepen our understanding of ccRCC mutation patterns and provide an alternative strategy of personalized renal cancer treatment. This evidence concerns the gene VHL and renal carcinoma.