DDR1 and nonpapillary renal cell carcinoma: In this study, we found that Chinese patients with DDR gene mutations harbored a higher TMB than Chinese patients without DDR gene mutations, which may imply that DDR gene mutations can also predict the efficacy of immunotherapy in Chinese ccRCC.