Employing a multi-pronged approach with tools including R, Cytoscape, TISIDB, cBioPortal, STRING, GSCALite, and CancerSEA, we investigated GTF2E2’s expression patterns, prognostic value, mutational landscape, functional enrichment, and immunological associations across 33 cancer types. This evidence concerns the gene GTF2E2 and cancer.