Further functional analyses revealed SECTM1 not only promoted malignant behaviors in ESCC cells but also facilitated the M2 polarization of macrophages, aligning with chemokine signaling pathways, particularly involving C-C Motif Chemokine Ligand 5 (CCL5). Here, SECTM1 is linked to esophageal squamous cell carcinoma.