In this study, our comprehensive analyses demonstrate that TANs contribute to CCL5–CCR5 signaling in PDAC and secrete abundant CCL5 into the TME, enhancing cancer cell migration, invasion, and Treg cell infiltration. The gene discussed is CCR5; the disease is cancer.