Taken together, this study demonstrates that the LINC01004-SPI1 axis-activated SIGLEC9 in TAMs induces radioresistance and the formation of immunosuppressive TME in ESCC. The gene discussed is SPI1; the disease is esophageal squamous cell carcinoma.