Macrophages were divided into alveolar (Mac Cd9), tumor-associated macrophages (Mac Cd81 and Mac Isg20), and a macrophage population that we have previously identified as macrophage regulatory cells (Mregs), uniquely expressing genes such as Trem2, Gpnmb, and Cd63 (32). Here, CD9 is linked to neoplasm.