TNF and neoplasm: GSEA analysis revealed that high GMIP expression is enriched in immune regulatory processes, including T cell activation, TNF regulation, neutrophil function and antigen processing and presentation—key pathways involved in tumour cell stress response, repair and cell cycle regulation.