Collectively, P. gingivalis acts as a keystone pathogen driving the initiation and progression of periodontitis-associated osteoporosis, while F. alocis functions as an important contributing pathogen that synergizes with P. gingivalis and directly induces bone loss through TLR2-mediated pathways. The gene discussed is TLR2; the disease is osteoporosis.