This study aimed to address gaps in literature by utilizing a robust time-to-event analysis model to evaluate the time-dependent associations between systemic health indicators, including inflammatory biomarkers (CRP), renal function biomarkers (eGFR), metabolic and cardiovascular conditions, and specific dental pathologies with periodontitis risk. The gene discussed is CRP; the disease is periodontitis.