Furthermore, enrichment of CAFs was positively correlated with tumor stemness and RCC progression, and exosomal miR-181d-5p delivered by CAFs directly targeted ring finger protein 43 (RNF43) and activated the Wnt/β-catenin signaling pathway, thereby enhancing tumor stemness and mediating RCC progression (36). This evidence concerns the gene RNF43 and neoplasm.