# Oral bacterial community dynamics during induction of gingival inflammation

**Authors:** Bart J. F. Keijser, Tim J. van den Broek, Michelle van der Wurff, Remon Dulos, Ferry Jagers, Jolanda Kool, Martijn Rosema, Elena A. Nicu, Wim Crielaard, Bruno G. Loos, Bernd W. Brandt, Egija Zaura

PMC · DOI: 10.3389/fcimb.2025.1597690 · 2025-06-16

## TL;DR

This study examines how oral bacteria change during the early stages of gum inflammation, revealing shifts in bacterial types and their links to clinical symptoms.

## Contribution

The study identifies specific bacterial shifts and their associations with plaque and bleeding in different oral niches during induced gingivitis.

## Key findings

- Leptotrichia and Prevotella increased in supragingival plaque during gingivitis, while Streptococcus decreased.
- Alpha diversity increased in supragingival plaque, tongue, and saliva during inflammation.
- Gingival bleeding was linked to compositional changes in supragingival plaque and tongue biofilms.

## Abstract

The human oral cavity is a complex and dynamic microbial ecosystem integral to oral and overall health. While the specific roles of microbial communities in health and disease are not fully understood, dysbiosis of the oral microbiota is, along with inadequate immune fitness, recognized as a key factor driving the onset of inflammatory conditions such as gingivitis. Gingivitis, an early and reversible stage of periodontal disease, involves shifts in microbial composition and diversity. This study aimed to investigate the compositional dynamics of the oral microbiota during the early stages of gingival inflammation, focusing on changes across multiple oral niches and their relationship to clinical outcomes.

We conducted an experimental gingivitis intervention study with 41 healthy volunteers. After a two-week baseline period, participants refrained from oral hygiene for two weeks to induce gingivitis, followed by a one-week resolution phase with resumed oral hygiene. Clinical parameters, including plaque and bleeding scores, were monitored at seven time points. Samples from saliva and five oral niches (tongue, keratinized gingiva, supragingival, subgingival, and interproximal dental plaque) were collected and analyzed using 16S rRNA gene sequencing. Multivariate statistical analyses were applied to evaluate microbial dynamics and their associations with clinical outcomes.

The study revealed pronounced microbial changes, particularly in supragingival plaque, where Leptotrichia and Prevotella increased while Streptococcus decreased. Alpha diversity significantly increased in supragingival plaque, tongue, and saliva during gingivitis induction, highlighting shifts in microbial complexity. Clinical correlations indicated that plaque presence was primarily associated with bacterial load, while gingival bleeding was driven by compositional changes in supragingival plaque and tongue biofilms. These findings suggest that microbial density and composition independently contribute to gingivitis markers.

This study concludes that occurrence of dental plaque and gingival bleeding are independent clinical parameters, linked to bacterial load and composition, respectively. Interactions between multiple niches, especially the tongue, influence clinical outcomes, highlighting a complex, nonlinear dynamic behavior in the oral microbiota. These findings suggest intricate ecological interactions that may approach tipping points, advancing understanding of microbial dynamics during gingival inflammation and informing future strategies for managing gingivitis.

## Linked entities

- **Diseases:** gingivitis (MONDO:0002508)

## Full-text entities

- **Diseases:** bleeding (MESH:D006470), periodontal disease (MESH:D010510), gingival inflammation (MESH:D007249), gingival bleeding (MESH:D005884), Gingivitis (MESH:D005891)
- **Species:** Homo sapiens (human, species) [taxon 9606], Prevotella (genus) [taxon 838], Streptococcus (genus) [taxon 1301]

## Figures

10 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12206739/full.md

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Source: https://tomesphere.com/paper/PMC12206739