From the perspective of immunology, the authors found patients with low-risk PAAD in the OS-related signature had higher infiltration levels of B-cells naïve, CD8 T-cells, and T-cells regulatory, and low infiltration levels of Macrophages M1 and CD4 memory cells (Fig. 6A). The gene discussed is CD8A; the disease is pancreatic adenocarcinoma.