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Evaluating the ecological hypothesis: early life salivary microbiome assembly predicts dental caries in a longitudinal case-control study
BACKGROUND: Early 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 whi...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9791751/ https://www.ncbi.nlm.nih.gov/pubmed/36567334 http://dx.doi.org/10.1186/s40168-022-01442-5 |
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author | Blostein, Freida Bhaumik, Deesha Davis, Elyse Salzman, Elizabeth Shedden, Kerby Duhaime, Melissa Bakulski, Kelly M. McNeil, Daniel W. Marazita, Mary L. Foxman, Betsy |
author_facet | Blostein, Freida Bhaumik, Deesha Davis, Elyse Salzman, Elizabeth Shedden, Kerby Duhaime, Melissa Bakulski, Kelly M. McNeil, Daniel W. Marazita, Mary L. Foxman, Betsy |
author_sort | Blostein, Freida |
collection | PubMed |
description | BACKGROUND: Early 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. RESULTS: Supervised 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(BH) value = 1.9 × 10(−28)), lantibiotic transport system permease protein (P(BH) value = 6.0 × 10(−6)) and bacitracin synthase I (P(BH) value = 5.6 × 10(−6)). The oxidative phosphorylation KEGG pathway was enriched in case plaque (P(BH) value = 1.2 × 10(−8)), while the ABC transporter pathway was depleted (P(BH) value = 3.6 × 10(−3)). CONCLUSIONS: Early-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. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s40168-022-01442-5. |
format | Online Article Text |
id | pubmed-9791751 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-97917512022-12-27 Evaluating the ecological hypothesis: early life salivary microbiome assembly predicts dental caries in a longitudinal case-control study Blostein, Freida Bhaumik, Deesha Davis, Elyse Salzman, Elizabeth Shedden, Kerby Duhaime, Melissa Bakulski, Kelly M. McNeil, Daniel W. Marazita, Mary L. Foxman, Betsy Microbiome Research BACKGROUND: Early 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. RESULTS: Supervised 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(BH) value = 1.9 × 10(−28)), lantibiotic transport system permease protein (P(BH) value = 6.0 × 10(−6)) and bacitracin synthase I (P(BH) value = 5.6 × 10(−6)). The oxidative phosphorylation KEGG pathway was enriched in case plaque (P(BH) value = 1.2 × 10(−8)), while the ABC transporter pathway was depleted (P(BH) value = 3.6 × 10(−3)). CONCLUSIONS: Early-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. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s40168-022-01442-5. BioMed Central 2022-12-26 /pmc/articles/PMC9791751/ /pubmed/36567334 http://dx.doi.org/10.1186/s40168-022-01442-5 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Blostein, Freida Bhaumik, Deesha Davis, Elyse Salzman, Elizabeth Shedden, Kerby Duhaime, Melissa Bakulski, Kelly M. McNeil, Daniel W. Marazita, Mary L. Foxman, Betsy Evaluating the ecological hypothesis: early life salivary microbiome assembly predicts dental caries in a longitudinal case-control study |
title | Evaluating the ecological hypothesis: early life salivary microbiome assembly predicts dental caries in a longitudinal case-control study |
title_full | Evaluating the ecological hypothesis: early life salivary microbiome assembly predicts dental caries in a longitudinal case-control study |
title_fullStr | Evaluating the ecological hypothesis: early life salivary microbiome assembly predicts dental caries in a longitudinal case-control study |
title_full_unstemmed | Evaluating the ecological hypothesis: early life salivary microbiome assembly predicts dental caries in a longitudinal case-control study |
title_short | Evaluating the ecological hypothesis: early life salivary microbiome assembly predicts dental caries in a longitudinal case-control study |
title_sort | evaluating the ecological hypothesis: early life salivary microbiome assembly predicts dental caries in a longitudinal case-control study |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9791751/ https://www.ncbi.nlm.nih.gov/pubmed/36567334 http://dx.doi.org/10.1186/s40168-022-01442-5 |
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