However, since the relationship between VHL status and the TME remains in its early stages, it is not surprising that much remains to be explored regarding PBRM1, SETD2, and BAP1 in relation to the ccRCC TME. Here, BAP1 is linked to nonpapillary renal cell carcinoma.