Evidence map›Paper›PMID 36567334›Full record

ArticleMicrobiome2022

Evaluating the ecological hypothesis: early life salivary microbiome assembly predicts dental caries in a longitudinal case-control study.

Freida Blostein, Deesha Bhaumik, Elyse Davis, Elizabeth Salzman, Kerby Shedden, Melissa Duhaime, Kelly M Bakulski, Daniel W McNeil, Mary L Marazita, Betsy Foxman

Open access · goldAbstract readVideo-Audio Media
In one paragraph

Article in Microbiome, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 21 papers.

0numbers the graph read from it
0cells of the map it votes in
21citing papers in PubMed
4.2field-weighted citation impact, top 5% 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

21 citing papers in PubMed, 27 citations in OpenAlex.

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  10. Characterization of mEuropean journal of medical research · 2025
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  16. Annals of laboratory medicine · 2024
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  20. Bacterial community modifies host genetics effect on early childhood caries.medRxiv : the preprint server for health sciences · 2023
    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

10 authors at 3 institutions in 1 country.

Freida BlosteinDepartment of Epidemiology, University of Michigan School of Public Health, Ann Arbor, MI, USA.
Deesha BhaumikDepartment of Epidemiology, University of Michigan School of Public Health, Ann Arbor, MI, USA.
Elyse DavisDepartment of Epidemiology, University of Michigan School of Public Health, Ann Arbor, MI, USA.
Elizabeth SalzmanDepartment of Epidemiology, University of Michigan School of Public Health, Ann Arbor, MI, USA.
Kerby SheddenDepartment of Statistics, University of Michigan, Ann Arbor, MI, USA.
Melissa DuhaimeDepartment of Ecology and Evolutionary Biology, University of Michigan, Ann Arbor, MI, USA.
Kelly M BakulskiDepartment of Epidemiology, University of Michigan School of Public Health, Ann Arbor, MI, USA.
Daniel W McNeilDepartment of Psychology, West Virginia University, WVA, Morgantown, USA.
Mary L MarazitaDepartment of Oral and Craniofacial Sciences, Center for Craniofacial and Dental Genetics, School of Dental Medicine, University of Pittsburgh, Pittsburgh, PA, USA.
Betsy FoxmanDepartment of Epidemiology, University of Michigan School of Public Health, Ann Arbor, MI, USA. bfoxman@umich.edu.
University of Michigan–Ann Arbor · USUniversity of Pittsburgh · USWest Virginia University Hospitals · US

Funding

Psychosocial Influences on Rural Children's Oral HealthR01DE014899 · NIDCR · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI FOXMAN, BETSY, MARAZITA, MARY L. · 2002 to 2020
$39.9M
Strategic Vision & Impact on Environmental HealthP30ES017885 · NIEHS · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI AMY J SCHULZ · 2011 to 2026
$21.3M
University of Michigan Training Program in Genomic ScienceT32HG000040 · NHGRI · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI Sebastian Zoellner · 1995 to 2026
$16.4M
Environmental and Genetic Factors Contributing to the Development of the Early-Life Oral Microbiome and its Influence on Early Childhood CariesF31DE029992 · NIDCR · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI BLOSTEIN, FREIDA ANNE · 2020 to 2022
$87k
NHGRI NIH HHS T32 HG000040NIDCR NIH HHS F31 DE029992NIDCR NIH HHS R01 DE014899NIEHS NIH HHS P30 ES017885
6 · The paper itself

Abstract

backgroundEarly childhood caries (ECC)-dental caries (cavities) occurring in primary teeth up to age 6 years-is a prevalent childhood oral disease with a microbial etiology. Streptococcus mutans was previously considered a primary cause, but recent research promotes the ecologic hypothesis, in which a dysbiosis in the oral microbial community leads to caries. In this incident, density sampled case-control study of 189 children followed from 2 months to 5 years, we use the salivary bacteriome to (1) prospectively test the ecological hypothesis of ECC in salivary bacteriome communities and (2) identify co-occurring salivary bacterial communities predicting future ECC.

resultsSupervised classification of future ECC case status using salivary samples from age 12 months using bacteriome-wide data (AUC-ROC 0.78 95% CI (0.71-0.85)) predicts future ECC status before S. mutans can be detected. Dirichlet multinomial community state typing and co-occurrence network analysis identified similar robust and replicable groups of co-occurring taxa. Mean relative abundance of a Haemophilus parainfluenzae/Neisseria/Fusobacterium periodonticum group was lower in future ECC cases (0.14) than controls (0.23, P value < 0.001) in pre-incident visits, positively correlated with saliva pH (Pearson rho = 0.33, P value < 0.001) and reduced in individuals who had acquired S. mutans by the next study visit (0.13) versus those who did not (0.20, P value < 0.01). In a subset of whole genome shotgun sequenced samples (n = 30), case plaque had higher abundances of antibiotic production and resistance gene orthologs, including a major facilitator superfamily multidrug resistance transporter (MFS DHA2 family P

conclusionsEarly-life bacterial interactions predisposed children to ECC, supporting a time-dependent interpretation of the ecological hypothesis. Bacterial communities which assemble before 12 months of age can promote or inhibit an ecological succession to S. mutans dominance and cariogenesis. Intragenera competitions and intergenera cooperation between oral taxa may shape the emergence of these communities, providing points for preventive interventions. Video Abstract.

Indexed as

Dental CariesMicrobiotaSalivaStreptococcus mutansCase-Control StudiesChildChild, PreschoolHumansInfantMembrane Transport ProteinsMembrane Transport Proteins16S rRNA geneEarly childhoodEarly childhood cariesEcological hypothesisOral microbiomeWhole genome shotgun metagenomics

Identifiers

PMID36567334
PMCPMC9791751
OpenAlexW4313199470

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.