Few studies have reported increased microvascular density, especially increased number of CD31 positive vessels, as a marker of poor prognosis in untreated ccRCC [46,47], whereas others have found that high CD31 predicts prolonged overall survival in RCC [48]. Here, PECAM1 is linked to renal cell carcinoma.