The present work provides the evidence that AAV‐mediated DNase I liver gene transfer modulates both innate and adaptive immune responses in tumor microenvironment through suppression of neutrophil recruitment and parallel increase of tumor CD8+ T‐cell load. The gene discussed is CD8A; the disease is neoplasm.