AKT1 and nonpapillary renal cell carcinoma: In summary, we explored the piRNA expressions in six pairs of ccRCC tissues and found that piR-31115 was upregulated and promoted cell proliferation and invasion via the EMT process and the PI3K/AKT signaling pathway in ccRCC.