HGF and periodontitis: Our study bridges these gaps by demonstrating that HGF exacerbates periodontitis-induced gut barrier dysfunction through microbiota–immune crosstalk, thereby positioning HGF as a novel systemic amplifier of oral–gut axis dysregulation.