CCL4 and periodontitis: Our scRNA-seq analysis revealed that macrophages expressed Ccl2, Ccl9, Cxcl4, and Cxcl6, and neutrophils expressed Ccl3, Ccl4, Ccl6, Cxcl2, and Cxcl3 throughout periodontitis development (Figure 5E and F).