P. gingivalis, a key periodontopathogenic bacterium, contributes to periodontal disease through multiple virulence factors, including gingipains and cysteine proteases that facilitate tissue destruction, immune evasion, and biofilm maturation [26,27]. This evidence concerns the gene CTSB and periodontal disorder.