In this study, we systematically explored the role of epithelial-related differentially expressed genes (DEGs), particularly MAGEA3 and MAGEA6, in shaping the tumor immune microenvironment (TME) of stomach adenocarcinoma (STAD). Here, MAGEA6 is linked to neoplasm.