Nevertheless, it is encouraging to note that we have analyzed the correlation between GINS4 and glioma at multiple levels and multiple databases to ensure the comprehensiveness and reliability of our research, and our study results are noteworthy in the field of identifying promising prognostic biomarkers for glioma. This evidence concerns the gene GINS4 and central nervous system cancer.