The OR associated with having a ccRCC tumor with a genetic VHL inactivating alteration decreased in a dose-dependent manner among former [OR = 0.70(0.20–1.31)] and current smokers [OR = 0.56(0.32–0.99)] compared to never smokers (p-trend = 0.04). This evidence concerns the gene VHL and neoplasm.