Prior studies using the Boruta algorithm identified 48 crosstalk genes between periodontitis and Alzheimer's, including C4A, C4B, CXCL12, FCGR3A, IL1B, and MMP3 (29, 30). This evidence concerns the gene IL1B and periodontitis.