AKT1 and nonpapillary renal cell carcinoma: Here, we also found that piR-31115 may activate the epithelial-mesenchymal transition process and the PI3K/AKT signaling pathway in ccRCC, but which PIWI protein interacts with piR-31115 needs further study.