This study aimed to evaluate the periodontal status and levels of dipeptidyl peptidase-4 (DPP-4) and galectin-3 (Gal-3) in gingival crevicular fluid (GCF) of patients with periodontitis, heart failure (HF), and diabetes, exploring their potential as biomarkers for disease association. The gene discussed is LGALS3; the disease is periodontitis.