Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Blostein, Freida, Bhaumik, Deesha, Davis, Elyse, Salzman, Elizabeth, Shedden, Kerby, Duhaime, Melissa, Bakulski, Kelly M., McNeil, Daniel W., Marazita, Mary L., Foxman, Betsy
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
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
_version_ 1784859477323808768
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
work_keys_str_mv AT blosteinfreida evaluatingtheecologicalhypothesisearlylifesalivarymicrobiomeassemblypredictsdentalcariesinalongitudinalcasecontrolstudy
AT bhaumikdeesha evaluatingtheecologicalhypothesisearlylifesalivarymicrobiomeassemblypredictsdentalcariesinalongitudinalcasecontrolstudy
AT daviselyse evaluatingtheecologicalhypothesisearlylifesalivarymicrobiomeassemblypredictsdentalcariesinalongitudinalcasecontrolstudy
AT salzmanelizabeth evaluatingtheecologicalhypothesisearlylifesalivarymicrobiomeassemblypredictsdentalcariesinalongitudinalcasecontrolstudy
AT sheddenkerby evaluatingtheecologicalhypothesisearlylifesalivarymicrobiomeassemblypredictsdentalcariesinalongitudinalcasecontrolstudy
AT duhaimemelissa evaluatingtheecologicalhypothesisearlylifesalivarymicrobiomeassemblypredictsdentalcariesinalongitudinalcasecontrolstudy
AT bakulskikellym evaluatingtheecologicalhypothesisearlylifesalivarymicrobiomeassemblypredictsdentalcariesinalongitudinalcasecontrolstudy
AT mcneildanielw evaluatingtheecologicalhypothesisearlylifesalivarymicrobiomeassemblypredictsdentalcariesinalongitudinalcasecontrolstudy
AT marazitamaryl evaluatingtheecologicalhypothesisearlylifesalivarymicrobiomeassemblypredictsdentalcariesinalongitudinalcasecontrolstudy
AT foxmanbetsy evaluatingtheecologicalhypothesisearlylifesalivarymicrobiomeassemblypredictsdentalcariesinalongitudinalcasecontrolstudy