Oral human papillomavirus infection aligns with a coordinated bacterial microbiome inferred virulence ecology.

Although the global separation of curves did not reach statistical significance, the directional pattern supports HPV-linked enrichment of coordinated virulence structure rather than diffuse, unstructured variability.

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