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Functional expression of dental plaque microbiota
Dental caries remains a significant public health problem and is considered pandemic worldwide. The prediction of dental caries based on profiling of microbial species involved in disease and equally important, the identification of species conferring dental health has proven more difficult than ant...
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Published in: | Frontiers in cellular and infection microbiology 2014, Vol.4, p.108 |
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description | Dental caries remains a significant public health problem and is considered pandemic worldwide. The prediction of dental caries based on profiling of microbial species involved in disease and equally important, the identification of species conferring dental health has proven more difficult than anticipated due to high interpersonal and geographical variability of dental plaque microbiota. We have used RNA-Seq to perform global gene expression analysis of dental plaque microbiota derived from 19 twin pairs that were either concordant (caries-active or caries-free) or discordant for dental caries. The transcription profiling allowed us to define a functional core microbiota consisting of nearly 60 species. Similarities in gene expression patterns allowed a preliminary assessment of the relative contribution of human genetics, environmental factors and caries phenotype on the microbiota's transcriptome. Correlation analysis of transcription allowed the identification of numerous functional networks, suggesting that inter-personal environmental variables may co-select for groups of genera and species. Analysis of functional role categories allowed the identification of dominant functions expressed by dental plaque biofilm communities, that highlight the biochemical priorities of dental plaque microbes to metabolize diverse sugars and cope with the acid and oxidative stress resulting from sugar fermentation. The wealth of data generated by deep sequencing of expressed transcripts enables a greatly expanded perspective concerning the functional expression of dental plaque microbiota. |
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The prediction of dental caries based on profiling of microbial species involved in disease and equally important, the identification of species conferring dental health has proven more difficult than anticipated due to high interpersonal and geographical variability of dental plaque microbiota. We have used RNA-Seq to perform global gene expression analysis of dental plaque microbiota derived from 19 twin pairs that were either concordant (caries-active or caries-free) or discordant for dental caries. The transcription profiling allowed us to define a functional core microbiota consisting of nearly 60 species. Similarities in gene expression patterns allowed a preliminary assessment of the relative contribution of human genetics, environmental factors and caries phenotype on the microbiota's transcriptome. Correlation analysis of transcription allowed the identification of numerous functional networks, suggesting that inter-personal environmental variables may co-select for groups of genera and species. Analysis of functional role categories allowed the identification of dominant functions expressed by dental plaque biofilm communities, that highlight the biochemical priorities of dental plaque microbes to metabolize diverse sugars and cope with the acid and oxidative stress resulting from sugar fermentation. The wealth of data generated by deep sequencing of expressed transcripts enables a greatly expanded perspective concerning the functional expression of dental plaque microbiota.</description><identifier>ISSN: 2235-2988</identifier><identifier>EISSN: 2235-2988</identifier><identifier>DOI: 10.3389/fcimb.2014.00108</identifier><identifier>PMID: 25177549</identifier><language>eng</language><publisher>Switzerland: Frontiers Media S.A</publisher><subject>Anti-Bacterial Agents - pharmacology ; Bacteria - drug effects ; Bacteria - genetics ; Bacteria - metabolism ; Biofilm ; Biofilms ; caries ; Child ; Child, Preschool ; Cluster Analysis ; Dental Caries - etiology ; Dental Caries - pathology ; Dental Plaque ; Dental Plaque - etiology ; Dental Plaque - microbiology ; Drug Resistance, Bacterial ; Gene Expression Profiling ; Gene Expression Regulation ; Gene Expression Regulation, Bacterial ; Gene Regulatory Networks ; Gene-Environment Interaction ; Genetic Predisposition to Disease ; Humans ; Metagenome ; Microbiology ; Microbiota ; Oral microbiota ; Oxidative Stress ; Phenotype ; Transcription, Genetic ; Transcriptome</subject><ispartof>Frontiers in cellular and infection microbiology, 2014, Vol.4, p.108</ispartof><rights>Copyright © 2014 Peterson, Meissner, Su, Snesrud, Ong, Schork and Bretz. 2014</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c462t-841bc8e668425b75596f302e1e5d2b63cb918f636e3dfe46d81a8d47e6007daf3</citedby><cites>FETCH-LOGICAL-c462t-841bc8e668425b75596f302e1e5d2b63cb918f636e3dfe46d81a8d47e6007daf3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC4132376/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC4132376/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,727,780,784,885,4024,27923,27924,27925,53791,53793</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/25177549$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Peterson, Scott N</creatorcontrib><creatorcontrib>Meissner, Tobias</creatorcontrib><creatorcontrib>Su, Andrew I</creatorcontrib><creatorcontrib>Snesrud, Erik</creatorcontrib><creatorcontrib>Ong, Ana C</creatorcontrib><creatorcontrib>Schork, Nicholas J</creatorcontrib><creatorcontrib>Bretz, Walter A</creatorcontrib><title>Functional expression of dental plaque microbiota</title><title>Frontiers in cellular and infection microbiology</title><addtitle>Front Cell Infect Microbiol</addtitle><description>Dental caries remains a significant public health problem and is considered pandemic worldwide. The prediction of dental caries based on profiling of microbial species involved in disease and equally important, the identification of species conferring dental health has proven more difficult than anticipated due to high interpersonal and geographical variability of dental plaque microbiota. We have used RNA-Seq to perform global gene expression analysis of dental plaque microbiota derived from 19 twin pairs that were either concordant (caries-active or caries-free) or discordant for dental caries. The transcription profiling allowed us to define a functional core microbiota consisting of nearly 60 species. Similarities in gene expression patterns allowed a preliminary assessment of the relative contribution of human genetics, environmental factors and caries phenotype on the microbiota's transcriptome. Correlation analysis of transcription allowed the identification of numerous functional networks, suggesting that inter-personal environmental variables may co-select for groups of genera and species. Analysis of functional role categories allowed the identification of dominant functions expressed by dental plaque biofilm communities, that highlight the biochemical priorities of dental plaque microbes to metabolize diverse sugars and cope with the acid and oxidative stress resulting from sugar fermentation. The wealth of data generated by deep sequencing of expressed transcripts enables a greatly expanded perspective concerning the functional expression of dental plaque microbiota.</description><subject>Anti-Bacterial Agents - pharmacology</subject><subject>Bacteria - drug effects</subject><subject>Bacteria - genetics</subject><subject>Bacteria - metabolism</subject><subject>Biofilm</subject><subject>Biofilms</subject><subject>caries</subject><subject>Child</subject><subject>Child, Preschool</subject><subject>Cluster Analysis</subject><subject>Dental Caries - etiology</subject><subject>Dental Caries - pathology</subject><subject>Dental Plaque</subject><subject>Dental Plaque - etiology</subject><subject>Dental Plaque - microbiology</subject><subject>Drug Resistance, Bacterial</subject><subject>Gene Expression Profiling</subject><subject>Gene Expression Regulation</subject><subject>Gene Expression Regulation, Bacterial</subject><subject>Gene Regulatory Networks</subject><subject>Gene-Environment Interaction</subject><subject>Genetic Predisposition to Disease</subject><subject>Humans</subject><subject>Metagenome</subject><subject>Microbiology</subject><subject>Microbiota</subject><subject>Oral microbiota</subject><subject>Oxidative Stress</subject><subject>Phenotype</subject><subject>Transcription, Genetic</subject><subject>Transcriptome</subject><issn>2235-2988</issn><issn>2235-2988</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2014</creationdate><recordtype>article</recordtype><sourceid>DOA</sourceid><recordid>eNpVkU1PwzAMhiMEYtPYnRPqH-jIV9P0goQmBpMmcYFzlDTO6NQ2Je0Q_HuyDabNl9iO3seJX4RuCZ4xJot7V1aNmVFM-AxjguUFGlPKspQWUl6e5CM07fsNjpFjKgt2jUY0I3me8WKMyGLblkPlW10n8N0F6PtYJN4lFtohNrtaf24haaoyeFP5Qd-gK6frHqZ_5wS9L57e5i_p6vV5OX9cpSUXdEglJ6aUIITkNDN5lhXCMUyBQGapEaw0BZFOMAHMOuDCSqKl5TmI-E6rHZug5YFrvd6oLlSNDj_K60rtGz6slQ5DVdagiC04WGMAU8OZIDonzkDOOWdU2GLHejiwuq1pwJbxa0HXZ9Dzm7b6UGv_pThhlOUiAvABELfQ9wHcUUuw2rmh9m6onRtq70aU3J3OPAr-d89-Acj9hyc</recordid><startdate>2014</startdate><enddate>2014</enddate><creator>Peterson, Scott N</creator><creator>Meissner, Tobias</creator><creator>Su, Andrew I</creator><creator>Snesrud, Erik</creator><creator>Ong, Ana C</creator><creator>Schork, Nicholas J</creator><creator>Bretz, Walter A</creator><general>Frontiers Media S.A</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>5PM</scope><scope>DOA</scope></search><sort><creationdate>2014</creationdate><title>Functional expression of dental plaque microbiota</title><author>Peterson, Scott N ; Meissner, Tobias ; Su, Andrew I ; Snesrud, Erik ; Ong, Ana C ; Schork, Nicholas J ; Bretz, Walter A</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c462t-841bc8e668425b75596f302e1e5d2b63cb918f636e3dfe46d81a8d47e6007daf3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2014</creationdate><topic>Anti-Bacterial Agents - pharmacology</topic><topic>Bacteria - drug effects</topic><topic>Bacteria - genetics</topic><topic>Bacteria - metabolism</topic><topic>Biofilm</topic><topic>Biofilms</topic><topic>caries</topic><topic>Child</topic><topic>Child, Preschool</topic><topic>Cluster Analysis</topic><topic>Dental Caries - etiology</topic><topic>Dental Caries - pathology</topic><topic>Dental Plaque</topic><topic>Dental Plaque - etiology</topic><topic>Dental Plaque - microbiology</topic><topic>Drug Resistance, Bacterial</topic><topic>Gene Expression Profiling</topic><topic>Gene Expression Regulation</topic><topic>Gene Expression Regulation, Bacterial</topic><topic>Gene Regulatory Networks</topic><topic>Gene-Environment Interaction</topic><topic>Genetic Predisposition to Disease</topic><topic>Humans</topic><topic>Metagenome</topic><topic>Microbiology</topic><topic>Microbiota</topic><topic>Oral microbiota</topic><topic>Oxidative Stress</topic><topic>Phenotype</topic><topic>Transcription, Genetic</topic><topic>Transcriptome</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Peterson, Scott N</creatorcontrib><creatorcontrib>Meissner, Tobias</creatorcontrib><creatorcontrib>Su, Andrew I</creatorcontrib><creatorcontrib>Snesrud, Erik</creatorcontrib><creatorcontrib>Ong, Ana C</creatorcontrib><creatorcontrib>Schork, Nicholas J</creatorcontrib><creatorcontrib>Bretz, Walter A</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>PubMed Central (Full Participant titles)</collection><collection>Directory of Open Access Journals</collection><jtitle>Frontiers in cellular and infection microbiology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Peterson, Scott N</au><au>Meissner, Tobias</au><au>Su, Andrew I</au><au>Snesrud, Erik</au><au>Ong, Ana C</au><au>Schork, Nicholas J</au><au>Bretz, Walter A</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Functional expression of dental plaque microbiota</atitle><jtitle>Frontiers in cellular and infection microbiology</jtitle><addtitle>Front Cell Infect Microbiol</addtitle><date>2014</date><risdate>2014</risdate><volume>4</volume><spage>108</spage><pages>108-</pages><issn>2235-2988</issn><eissn>2235-2988</eissn><abstract>Dental caries remains a significant public health problem and is considered pandemic worldwide. The prediction of dental caries based on profiling of microbial species involved in disease and equally important, the identification of species conferring dental health has proven more difficult than anticipated due to high interpersonal and geographical variability of dental plaque microbiota. We have used RNA-Seq to perform global gene expression analysis of dental plaque microbiota derived from 19 twin pairs that were either concordant (caries-active or caries-free) or discordant for dental caries. The transcription profiling allowed us to define a functional core microbiota consisting of nearly 60 species. Similarities in gene expression patterns allowed a preliminary assessment of the relative contribution of human genetics, environmental factors and caries phenotype on the microbiota's transcriptome. Correlation analysis of transcription allowed the identification of numerous functional networks, suggesting that inter-personal environmental variables may co-select for groups of genera and species. Analysis of functional role categories allowed the identification of dominant functions expressed by dental plaque biofilm communities, that highlight the biochemical priorities of dental plaque microbes to metabolize diverse sugars and cope with the acid and oxidative stress resulting from sugar fermentation. The wealth of data generated by deep sequencing of expressed transcripts enables a greatly expanded perspective concerning the functional expression of dental plaque microbiota.</abstract><cop>Switzerland</cop><pub>Frontiers Media S.A</pub><pmid>25177549</pmid><doi>10.3389/fcimb.2014.00108</doi><oa>free_for_read</oa></addata></record> |
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subjects | Anti-Bacterial Agents - pharmacology Bacteria - drug effects Bacteria - genetics Bacteria - metabolism Biofilm Biofilms caries Child Child, Preschool Cluster Analysis Dental Caries - etiology Dental Caries - pathology Dental Plaque Dental Plaque - etiology Dental Plaque - microbiology Drug Resistance, Bacterial Gene Expression Profiling Gene Expression Regulation Gene Expression Regulation, Bacterial Gene Regulatory Networks Gene-Environment Interaction Genetic Predisposition to Disease Humans Metagenome Microbiology Microbiota Oral microbiota Oxidative Stress Phenotype Transcription, Genetic Transcriptome |
title | Functional expression of dental plaque microbiota |
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