CSF3 and periodontitis: One study identified several biomarkers using bioinformatics analysis, such as CSF3, CXCL12, IL-1B, MS4A1, PECAM1, and TAGLN, and they all served as predictors of diagnosis and prognosis in chronic periodontitis (Suzuki et al., 2019).