The immune pathway analysis showed that B cell receptor pathway, T cell receptor family, TNF family pathway, chemokine pathway, interferon receptor pathway, and antimicrobial peptide pathway were significantly activated in the periodontitis group (Fig. 7A and B), while the TGF-β pathway is significantly inhibited (Fig. 7C). Here, TGFB1 is linked to periodontitis.