In summary, BAP1 can exert its inhibitory effect on ccRCC by regulating multiple target genes and signaling pathways via interactions with the transcription factor YY1 and the histone-binding protein RBBP7. This evidence concerns the gene BAP1 and nonpapillary renal cell carcinoma.