To our knowledge, this is the first study to integrate pre-transcriptional and post-transcriptional level data to investigate the main effects of a driver gene (PBRM1) through its truncated mutations in a cancer (ccRCC). The gene discussed is PBRM1; the disease is nonpapillary renal cell carcinoma.