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Ecological and stochastic determinants of the growth and persistence of the oral pathogen Porphyromonas gingivalis

  • Moemen Hussein
  • , Arnab Barua
  • , Mohammad Qasaimeh
  • , Matthew Smardz
  • , Patricia I. Diaz
  • , Haralampos Hatzikirou
  • Faculty of Engineering
  • Dresden University of Technology
  • New York University Abu Dhabi
  • New York University
  • University at Buffalo, The State University of New York

Research output: Contribution to journalArticlepeer-review

1 Scopus citations

Abstract

Population density plays a critical role in microbial fitness. However, its influence on pathogen colonization remains incompletely understood. Porphyromonas gingivalis (Pg) is a pathogen that plays a major role in periodontitis. It exhibits Allee-type growth and requires a quorum threshold to replicate. Yet, it is frequently detected at low abundance in vivo. We integrate quantitative growth experiments with mathematical modeling to identify ecological and stochastic determinants of Pg persistence. A cubic Allee-effect model quantifies a quorum threshold below which populations collapse. Conditioned medium from Veillonella parvula (Vp) lowers this threshold, indicating early-colonizer facilitation. Stochastic extensions and Fokker–Planck analysis show that microenvironmental noise enables persistence below the Allee barrier. This behavior is consistent with long-term subthreshold experiments that yield persistent survival. Pg–Vp co-cultures further demonstrate replicate rescue outcomes for subcritical inocula. Vp reliably reaches capacity, constraining terminal phases within the experimental horizon to coexistence or Pg extinction. A two-species replicator model maps these outcomes onto a (β, γ) plane. This mapping restricts accessible regions once Vp is established and suggests interventions that reduce facilitation and limit Pg-associated inflammation.

Original languageBritish English
Article number49
Journalnpj Systems Biology and Applications
Volume12
Issue number1
DOIs
StatePublished - Dec 2026

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 15 - Life on Land
    SDG 15 Life on Land

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