Conclusion: DOK1 has the potential to serve as a valuable biomarker and target for treatment in ccRCC through its regulation of PI3K/AKT/GSK3β signaling to promote ccRCC progression. This evidence concerns the gene DOK1 and nonpapillary renal cell carcinoma.