Evidence map›Paper›PMID 37264481›Full record

ArticleMicrobiome2023

Addition of cariogenic pathogens to complex oral microflora drives significant changes in biofilm compositions and functionalities.

Yuan Liu, Scott G Daniel, Hye-Eun Kim, Hyun Koo, Jonathan Korostoff, Flavia Teles, Kyle Bittinger, Geelsu Hwang

Open access · goldAbstract readVideo-Audio Media
In one paragraph

Article in Microbiome, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers.

0numbers the graph read from it
0cells of the map it votes in
19citing papers in PubMed
6.1field-weighted citation impact, top 3% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

19 citing papers in PubMed, 28 citations in OpenAlex.

  1. Review
  2. Article
  3. Article
  4. Article
  5. Article
  6. Article
  7. Capsaicin inhibits cariogenicJournal of oral microbiology · 2026
    Article
  8. Review
  9. Review
  10. Article
  11. StudyingPharmaceuticals (Basel, Switzerland) · 2025
    Review
  12. Article
  13. Article
  14. The Oral Microbiome: A Key Determinant of Oral Health.Advances in experimental medicine and biology · 2025
    Review
  15. Novel potential biomarkers for predicting childhood caries via metagenomic analysis.Frontiers in cellular and infection microbiology · 2025
    Article
  16. Metabolic modulation and multi-species interaction:Frontiers in cellular and infection microbiology · 2025
    Article
  17. The role ofJournal of oral microbiology · 2024
    Review
  18. Unveiling the complexity of early childhood caries:Journal of oral microbiology · 2024
    Review
  19. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors at 3 institutions in 2 countries.

Yuan Liu *Department of Preventive and Restorative Sciences, School of Dental Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA.
Scott G Daniel *Department of Gastroenterology, Hepatology, and Nutrition, Children's Hospital of Philadelphia, Philadelphia, PA, 19104, USA.
Hye-Eun KimDepartment of Preventive and Restorative Sciences, School of Dental Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA.
Hyun KooDepartment of Orthodontics, School of Dental Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA.
Jonathan KorostoffDepartment of Periodontics, School of Dental Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA.
Flavia TelesCenter for Innovation & Precision Dentistry, School of Dental Medicine, School of Engineering and Applied Sciences, University of Pennsylvania, Philadelphia, PA, 19104, USA.
Kyle BittingerDepartment of Gastroenterology, Hepatology, and Nutrition, Children's Hospital of Philadelphia, Philadelphia, PA, 19104, USA. BITTINGERK@chop.edu.
Geelsu HwangDepartment of Preventive and Restorative Sciences, School of Dental Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA. geelsuh@upenn.edu.
Center for Innovation · USUniversity of Pennsylvania · USChildren's Hospital of Philadelphia · US

Funding

Enzymatic approach for targeting mannans/EPS to disrupt cross-kingdom cariogR01DE027970 · NIDCR · UNIVERSITY OF PENNSYLVANIA · PI HWANG, GEELSU · 2018 to 2022
$1.7M
NIDCR NIH HHS R01 DE027970
6 · The paper itself

Abstract

backgroundDental caries is a microbe and sugar-mediated biofilm-dependent oral disease. Of particular significance, a virulent type of dental caries, known as severe early childhood caries (S-ECC), is characterized by the synergistic polymicrobial interaction between the cariogenic bacterium, Streptococcus mutans, and an opportunistic fungal pathogen, Candida albicans. Although cross-sectional studies reveal their important roles in caries development, these exhibit limitations in determining the significance of these microbial interactions in the pathogenesis of the disease. Thus, it remains unclear the mechanism(s) through which the cross-kingdom interaction modulates the composition of the plaque microbiome. Here, we employed a novel ex vivo saliva-derived microcosm biofilm model to assess how exogenous pathogens could impact the structural and functional characteristics of the indigenous native oral microbiota.

resultsThrough shotgun whole metagenome sequencing, we observed that saliva-derived biofilm has decreased richness and diversity but increased sugar-related metabolism relative to the planktonic phase. Addition of S. mutans and/or C. albicans to the native microbiome drove significant changes in its bacterial composition. In addition, the effect of the exogenous pathogens on microbiome diversity and taxonomic abundances varied depending on the sugar type. While the addition of S. mutans induced a broader effect on Kyoto Encyclopedia of Genes and Genomes (KEGG) ortholog abundances with glucose/fructose, S. mutans-C. albicans combination under sucrose conditions triggered unique and specific changes in microbiota composition/diversity as well as specific effects on KEGG pathways. Finally, we observed the presence of human epithelial cells within the biofilms via confocal microscopy imaging.

conclusionsOur data revealed that the presence of S. mutans and C. albicans, alone or in combination, as well as the addition of different sugars, induced unique alterations in both the composition and functional attributes of the biofilms. In particular, the combination of S. mutans and C. albicans seemed to drive the development (and perhaps the severity) of a dysbiotic/cariogenic oral microbiome. Our work provides a unique and pragmatic biofilm model for investigating the functional microbiome in health and disease as well as developing strategies to modulate the microbiome. Video Abstract.

Indexed as

Dental CariesMicrobiotaBiofilmsCandida albicansChild, PreschoolCross-Sectional StudiesHumansStreptococcus mutansSugarsSugarsCandida albicansCompositionDietary sugarsFunctionalityHuman salivaOral biofilmsStreptococcus mutans

Identifiers

PMID37264481
PMCPMC10234067
OpenAlexW4379055168

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.