Additionally, a study by Kluknavska et al. found that macrophage inflammatory protein-1α (MIP-1α), matrix metalloproteinase-2 (MMP-2), and MMP-9 levels were significantly higher in individuals with periodontal disease compared to controls [44]. Here, CCL3 is linked to periodontal disorder.