Despite these observations, the specific functions of TUBA1C in ccRCC remain poorly understood, as do the underlying mechanisms. Our study sought to address this knowledge gap, and found that TUBA1C plays a role in reshaping the tumor immune microenvironment and mediating resistance to ICB. The gene discussed is TUBA1C; the disease is nonpapillary renal cell carcinoma.