In addition, analyzing the ferroptosis genes associated with MTTP at the single cell level, we found that macrophages may be involved in the ferroptosis process in GC.<h4>Conclusions</h4>Our pan-cancer study emphasizes that MTTP is a promising prognostic and immunotherapeutic biomarker in tumors. The gene discussed is MTTP; the disease is cancer.