ID1 and nonpapillary renal cell carcinoma: Although survival analyses of ID1-associated genes performed between low-grade patients and high-grade patients were not significant (data not shown), the above outcomes further confirmed that DNA binding regulation is an obvious characteristic of ID1 on alleviating process of ccRCC.