To our knowledge, this is the first demonstration of tumor‐derived G‐CSF and GM‐CSF collectively inducing delayed neutrophil apoptosis and the accumulation of immunosuppressive aged neutrophils in LSCC, which exhibits a significant correlation with adverse patient prognosis. This evidence concerns the gene CSF2 and neoplasm.