To evaluate the ability of SYNE1 mutation to serve as a biomarker predictive of the clinical response to ICB therapy, we analyzed datasets from patients with stage 4 ccRCC using the TIDE algorithm. The results showed that the mt group was associated with lower TIDE scores, indicating a stronger response to ICB therapy....These findings suggest SYNE1 mutations may play a role in ICB therapy in ccRCC.