HGF and periodontal disorder: These findings not only provide new insight into the complex interactions between host factors and microbial ecology during periodontal disease progression but also suggest that therapeutic strategies targeting HGF–microbiota interactions may need to be stage-tailored to achieve optimal outcomes.