<b>Conclusions:</b> This multi-omics study delineates a comprehensive pan-cancer atlas of ST3GAL4, establishing its association with aggressive tumor behavior, an immunosuppressive microenvironment, and core glycosylation pathways. The gene discussed is ST3GAL4; the disease is neoplasm.