Integrated metatranscriptomic and metagenomic analyses of stratified microbial assemblages in the open ocean
As part of an ongoing survey of microbial community gene expression in the ocean, we sequenced and compared ∼38 Mbp of community transcriptomes and ∼157 Mbp of community genomes from four bacterioplankton samples, along a defined depth profile at Station ALOHA in North Pacific subtropical gyre (NPSG...
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description | As part of an ongoing survey of microbial community gene expression in the ocean, we sequenced and compared ∼38 Mbp of community transcriptomes and ∼157 Mbp of community genomes from four bacterioplankton samples, along a defined depth profile at Station ALOHA in North Pacific subtropical gyre (NPSG). Taxonomic analysis suggested that the samples were dominated by three taxa: Prochlorales, Consistiales and Cenarchaeales, which comprised 36–69% and 29–63% of the annotated sequences in the four DNA and four cDNA libraries, respectively. The relative abundance of these taxonomic groups was sometimes very different in the DNA and cDNA libraries, suggesting differential relative transcriptional activities per cell. For example, the 125 m sample genomic library was dominated by
Pelagibacter
(∼36% of sequence reads), which contributed fewer sequences to the community transcriptome (∼11%). Functional characterization of highly expressed genes suggested taxon-specific contributions to specific biogeochemical processes. Examples included
Roseobacter
relatives involved in aerobic anoxygenic phototrophy at 75 m, and an unexpected contribution of low abundance
Crenarchaea
to ammonia oxidation at 125 m. Read recruitment using reference microbial genomes indicated depth-specific partitioning of coexisting microbial populations, highlighted by a transcriptionally active high-light-like
Prochlorococcus
population in the bottom of the photic zone. Additionally, nutrient-uptake genes dominated
Pelagibacter
transcripts, with apparent enrichment for certain transporter types (for example, the C4-dicarboxylate transport system) over others (for example, phosphate transporters). In total, the data support the utility of coupled DNA and cDNA analyses for describing taxonomic and functional attributes of microbial communities in their natural habitats. |
doi_str_mv | 10.1038/ismej.2010.189 |
format | Article |
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Pelagibacter
(∼36% of sequence reads), which contributed fewer sequences to the community transcriptome (∼11%). Functional characterization of highly expressed genes suggested taxon-specific contributions to specific biogeochemical processes. Examples included
Roseobacter
relatives involved in aerobic anoxygenic phototrophy at 75 m, and an unexpected contribution of low abundance
Crenarchaea
to ammonia oxidation at 125 m. Read recruitment using reference microbial genomes indicated depth-specific partitioning of coexisting microbial populations, highlighted by a transcriptionally active high-light-like
Prochlorococcus
population in the bottom of the photic zone. Additionally, nutrient-uptake genes dominated
Pelagibacter
transcripts, with apparent enrichment for certain transporter types (for example, the C4-dicarboxylate transport system) over others (for example, phosphate transporters). In total, the data support the utility of coupled DNA and cDNA analyses for describing taxonomic and functional attributes of microbial communities in their natural habitats.</description><identifier>ISSN: 1751-7362</identifier><identifier>EISSN: 1751-7370</identifier><identifier>DOI: 10.1038/ismej.2010.189</identifier><identifier>PMID: 21151004</identifier><language>eng</language><publisher>London: Nature Publishing Group UK</publisher><subject>631/114/1386 ; 631/158/2446/2447 ; 631/208/212/2019 ; 631/326/2565/2142 ; Alphaproteobacteria - genetics ; Alphaproteobacteria - isolation & purification ; Ammonia ; Biogeochemistry ; Biomedical and Life Sciences ; Crenarchaeota - genetics ; Crenarchaeota - isolation & purification ; Deoxyribonucleic acid ; DNA ; DNA, Complementary - genetics ; Ecology ; Ecosystem ; Evolutionary Biology ; Gene Expression Profiling ; Gene Library ; Life Sciences ; Metabolic Networks and Pathways ; Metagenomics - methods ; Microbial activity ; Microbial Ecology ; Microbial Genetics and Genomics ; Microbiology ; Nutrients ; Oceans and Seas ; Original ; original-article ; Oxidation ; Prochlorococcus ; Prochlorococcus - genetics ; Prochlorococcus - isolation & purification ; Prochlorococcus - metabolism ; Relative abundance ; RNA, Bacterial - genetics ; Roseobacter ; Roseobacter - genetics ; Roseobacter - isolation & purification ; Seawater - microbiology ; Taxa</subject><ispartof>The ISME Journal, 2011-06, Vol.5 (6), p.999-1013</ispartof><rights>International Society for Microbial Ecology 2011</rights><rights>Copyright Nature Publishing Group Jun 2011</rights><rights>Copyright © 2011 International Society for Microbial Ecology 2011 International Society for Microbial Ecology</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c515t-ceb2490c159e141e117c57c4f3a53a533c984e2bfa012547f88fe2e9d0aa50823</citedby><cites>FETCH-LOGICAL-c515t-ceb2490c159e141e117c57c4f3a53a533c984e2bfa012547f88fe2e9d0aa50823</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/PMC3131857/pdf/$$EPDF$$P50$$Gpubmedcentral$$H</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC3131857/$$EHTML$$P50$$Gpubmedcentral$$H</linktohtml><link.rule.ids>230,314,724,777,781,882,27905,27906,53772,53774</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/21151004$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink><backlink>$$Uhttps://www.osti.gov/biblio/1026645$$D View this record in Osti.gov$$Hfree_for_read</backlink></links><search><creatorcontrib>Shi, Yanmei</creatorcontrib><creatorcontrib>Tyson, Gene W</creatorcontrib><creatorcontrib>Eppley, John M</creatorcontrib><creatorcontrib>DeLong, Edward F</creatorcontrib><creatorcontrib>Massachusetts Inst. of Technology (MIT), Cambridge, MA (United States)</creatorcontrib><title>Integrated metatranscriptomic and metagenomic analyses of stratified microbial assemblages in the open ocean</title><title>The ISME Journal</title><addtitle>ISME J</addtitle><addtitle>ISME J</addtitle><description>As part of an ongoing survey of microbial community gene expression in the ocean, we sequenced and compared ∼38 Mbp of community transcriptomes and ∼157 Mbp of community genomes from four bacterioplankton samples, along a defined depth profile at Station ALOHA in North Pacific subtropical gyre (NPSG). Taxonomic analysis suggested that the samples were dominated by three taxa: Prochlorales, Consistiales and Cenarchaeales, which comprised 36–69% and 29–63% of the annotated sequences in the four DNA and four cDNA libraries, respectively. The relative abundance of these taxonomic groups was sometimes very different in the DNA and cDNA libraries, suggesting differential relative transcriptional activities per cell. For example, the 125 m sample genomic library was dominated by
Pelagibacter
(∼36% of sequence reads), which contributed fewer sequences to the community transcriptome (∼11%). Functional characterization of highly expressed genes suggested taxon-specific contributions to specific biogeochemical processes. Examples included
Roseobacter
relatives involved in aerobic anoxygenic phototrophy at 75 m, and an unexpected contribution of low abundance
Crenarchaea
to ammonia oxidation at 125 m. Read recruitment using reference microbial genomes indicated depth-specific partitioning of coexisting microbial populations, highlighted by a transcriptionally active high-light-like
Prochlorococcus
population in the bottom of the photic zone. Additionally, nutrient-uptake genes dominated
Pelagibacter
transcripts, with apparent enrichment for certain transporter types (for example, the C4-dicarboxylate transport system) over others (for example, phosphate transporters). In total, the data support the utility of coupled DNA and cDNA analyses for describing taxonomic and functional attributes of microbial communities in their natural habitats.</description><subject>631/114/1386</subject><subject>631/158/2446/2447</subject><subject>631/208/212/2019</subject><subject>631/326/2565/2142</subject><subject>Alphaproteobacteria - genetics</subject><subject>Alphaproteobacteria - isolation & purification</subject><subject>Ammonia</subject><subject>Biogeochemistry</subject><subject>Biomedical and Life Sciences</subject><subject>Crenarchaeota - genetics</subject><subject>Crenarchaeota - isolation & purification</subject><subject>Deoxyribonucleic acid</subject><subject>DNA</subject><subject>DNA, Complementary - genetics</subject><subject>Ecology</subject><subject>Ecosystem</subject><subject>Evolutionary Biology</subject><subject>Gene Expression Profiling</subject><subject>Gene Library</subject><subject>Life Sciences</subject><subject>Metabolic Networks and Pathways</subject><subject>Metagenomics - methods</subject><subject>Microbial activity</subject><subject>Microbial Ecology</subject><subject>Microbial Genetics and Genomics</subject><subject>Microbiology</subject><subject>Nutrients</subject><subject>Oceans and Seas</subject><subject>Original</subject><subject>original-article</subject><subject>Oxidation</subject><subject>Prochlorococcus</subject><subject>Prochlorococcus - genetics</subject><subject>Prochlorococcus - isolation & purification</subject><subject>Prochlorococcus - metabolism</subject><subject>Relative abundance</subject><subject>RNA, Bacterial - genetics</subject><subject>Roseobacter</subject><subject>Roseobacter - genetics</subject><subject>Roseobacter - isolation & purification</subject><subject>Seawater - microbiology</subject><subject>Taxa</subject><issn>1751-7362</issn><issn>1751-7370</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2011</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><sourceid>ABUWG</sourceid><sourceid>AFKRA</sourceid><sourceid>AZQEC</sourceid><sourceid>BENPR</sourceid><sourceid>CCPQU</sourceid><sourceid>DWQXO</sourceid><sourceid>GNUQQ</sourceid><recordid>eNqFkk2LFDEQhhtR3HX16lEaL55mNtXpfPRFkMWPhQUveg7pTPVMhu5kTGWE_femt8dZPYgQSCp56q2k8lbVa2BrYFxfe5pwv27YHOvuSXUJSsBKccWenteyuaheEO0ZE0pK9by6aAAEMNZeVuNtyLhNNuOmnjDbnGwgl_whx8m72oZle4vhFNvxnpDqONRU2OwHP2d6l2Lv7VhbIpz6sSRQ7UOdd1jHA4Y6OrThZfVssCPhq9N8VX3_9PHbzZfV3dfPtzcf7lZOgMgrh33TdsyB6BBaQADlhHLtwK2YB3edbrHpB8ugEa0atB6wwW7DrBVMN_yqer_oHo79hBuHoVx1NIfkJ5vuTbTe_H0S_M5s40_DgYMWqgi8XQQiZW_I-Yxu52II6LIB1kjZigK9O1VJ8ccRKZvJk8NxtAHjkUzH2lYJDt1_SS2VKr-n-WPhM7mPx1Sa_gBxLqXUBVovUGk6UcLh_DJgZnaFeXCFmV1him5JePNnP874bxsU4HoBqByFLabHsv-Q_AWAWsVC</recordid><startdate>20110601</startdate><enddate>20110601</enddate><creator>Shi, Yanmei</creator><creator>Tyson, Gene W</creator><creator>Eppley, John M</creator><creator>DeLong, Edward F</creator><general>Nature Publishing Group UK</general><general>Nature Publishing Group</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>3V.</scope><scope>7QL</scope><scope>7SN</scope><scope>7ST</scope><scope>7T7</scope><scope>7TM</scope><scope>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>8FD</scope><scope>8FE</scope><scope>8FH</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AEUYN</scope><scope>AFKRA</scope><scope>ATCPS</scope><scope>AZQEC</scope><scope>BBNVY</scope><scope>BENPR</scope><scope>BHPHI</scope><scope>C1K</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FR3</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>HCIFZ</scope><scope>K9.</scope><scope>LK8</scope><scope>M0S</scope><scope>M1P</scope><scope>M7N</scope><scope>M7P</scope><scope>P64</scope><scope>PATMY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PYCSY</scope><scope>SOI</scope><scope>7X8</scope><scope>7TN</scope><scope>F1W</scope><scope>H95</scope><scope>L.G</scope><scope>OTOTI</scope><scope>5PM</scope></search><sort><creationdate>20110601</creationdate><title>Integrated metatranscriptomic and metagenomic analyses of stratified microbial assemblages in the open ocean</title><author>Shi, Yanmei ; Tyson, Gene W ; Eppley, John M ; DeLong, Edward F</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c515t-ceb2490c159e141e117c57c4f3a53a533c984e2bfa012547f88fe2e9d0aa50823</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2011</creationdate><topic>631/114/1386</topic><topic>631/158/2446/2447</topic><topic>631/208/212/2019</topic><topic>631/326/2565/2142</topic><topic>Alphaproteobacteria - genetics</topic><topic>Alphaproteobacteria - isolation & purification</topic><topic>Ammonia</topic><topic>Biogeochemistry</topic><topic>Biomedical and Life Sciences</topic><topic>Crenarchaeota - genetics</topic><topic>Crenarchaeota - isolation & purification</topic><topic>Deoxyribonucleic acid</topic><topic>DNA</topic><topic>DNA, Complementary - genetics</topic><topic>Ecology</topic><topic>Ecosystem</topic><topic>Evolutionary Biology</topic><topic>Gene Expression Profiling</topic><topic>Gene Library</topic><topic>Life Sciences</topic><topic>Metabolic Networks and Pathways</topic><topic>Metagenomics - methods</topic><topic>Microbial activity</topic><topic>Microbial Ecology</topic><topic>Microbial Genetics and Genomics</topic><topic>Microbiology</topic><topic>Nutrients</topic><topic>Oceans and Seas</topic><topic>Original</topic><topic>original-article</topic><topic>Oxidation</topic><topic>Prochlorococcus</topic><topic>Prochlorococcus - genetics</topic><topic>Prochlorococcus - isolation & purification</topic><topic>Prochlorococcus - metabolism</topic><topic>Relative abundance</topic><topic>RNA, Bacterial - genetics</topic><topic>Roseobacter</topic><topic>Roseobacter - genetics</topic><topic>Roseobacter - isolation & purification</topic><topic>Seawater - microbiology</topic><topic>Taxa</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Shi, Yanmei</creatorcontrib><creatorcontrib>Tyson, Gene W</creatorcontrib><creatorcontrib>Eppley, John M</creatorcontrib><creatorcontrib>DeLong, Edward F</creatorcontrib><creatorcontrib>Massachusetts Inst. of Technology (MIT), Cambridge, MA (United States)</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>Bacteriology Abstracts (Microbiology B)</collection><collection>Ecology Abstracts</collection><collection>Environment Abstracts</collection><collection>Industrial and Applied Microbiology Abstracts (Microbiology A)</collection><collection>Nucleic Acids Abstracts</collection><collection>Health & Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Medical Database (Alumni Edition)</collection><collection>Technology Research Database</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Natural Science Collection</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest One Sustainability</collection><collection>ProQuest Central UK/Ireland</collection><collection>Agricultural & Environmental Science Collection</collection><collection>ProQuest Central Essentials</collection><collection>Biological Science Collection</collection><collection>ProQuest Central</collection><collection>Natural Science Collection</collection><collection>Environmental Sciences and Pollution Management</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>Engineering Research Database</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Central Student</collection><collection>SciTech Premium Collection</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>ProQuest Biological Science Collection</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>Medical Database</collection><collection>Algology Mycology and Protozoology Abstracts (Microbiology C)</collection><collection>Biological Science Database</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>Environmental Science Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>Environmental Science Collection</collection><collection>Environment Abstracts</collection><collection>MEDLINE - Academic</collection><collection>Oceanic Abstracts</collection><collection>ASFA: Aquatic Sciences and Fisheries Abstracts</collection><collection>Aquatic Science & Fisheries Abstracts (ASFA) 1: Biological Sciences & Living Resources</collection><collection>Aquatic Science & Fisheries Abstracts (ASFA) Professional</collection><collection>OSTI.GOV</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>The ISME Journal</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Shi, Yanmei</au><au>Tyson, Gene W</au><au>Eppley, John M</au><au>DeLong, Edward F</au><aucorp>Massachusetts Inst. of Technology (MIT), Cambridge, MA (United States)</aucorp><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Integrated metatranscriptomic and metagenomic analyses of stratified microbial assemblages in the open ocean</atitle><jtitle>The ISME Journal</jtitle><stitle>ISME J</stitle><addtitle>ISME J</addtitle><date>2011-06-01</date><risdate>2011</risdate><volume>5</volume><issue>6</issue><spage>999</spage><epage>1013</epage><pages>999-1013</pages><issn>1751-7362</issn><eissn>1751-7370</eissn><abstract>As part of an ongoing survey of microbial community gene expression in the ocean, we sequenced and compared ∼38 Mbp of community transcriptomes and ∼157 Mbp of community genomes from four bacterioplankton samples, along a defined depth profile at Station ALOHA in North Pacific subtropical gyre (NPSG). Taxonomic analysis suggested that the samples were dominated by three taxa: Prochlorales, Consistiales and Cenarchaeales, which comprised 36–69% and 29–63% of the annotated sequences in the four DNA and four cDNA libraries, respectively. The relative abundance of these taxonomic groups was sometimes very different in the DNA and cDNA libraries, suggesting differential relative transcriptional activities per cell. For example, the 125 m sample genomic library was dominated by
Pelagibacter
(∼36% of sequence reads), which contributed fewer sequences to the community transcriptome (∼11%). Functional characterization of highly expressed genes suggested taxon-specific contributions to specific biogeochemical processes. Examples included
Roseobacter
relatives involved in aerobic anoxygenic phototrophy at 75 m, and an unexpected contribution of low abundance
Crenarchaea
to ammonia oxidation at 125 m. Read recruitment using reference microbial genomes indicated depth-specific partitioning of coexisting microbial populations, highlighted by a transcriptionally active high-light-like
Prochlorococcus
population in the bottom of the photic zone. Additionally, nutrient-uptake genes dominated
Pelagibacter
transcripts, with apparent enrichment for certain transporter types (for example, the C4-dicarboxylate transport system) over others (for example, phosphate transporters). In total, the data support the utility of coupled DNA and cDNA analyses for describing taxonomic and functional attributes of microbial communities in their natural habitats.</abstract><cop>London</cop><pub>Nature Publishing Group UK</pub><pmid>21151004</pmid><doi>10.1038/ismej.2010.189</doi><tpages>15</tpages><oa>free_for_read</oa></addata></record> |
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subjects | 631/114/1386 631/158/2446/2447 631/208/212/2019 631/326/2565/2142 Alphaproteobacteria - genetics Alphaproteobacteria - isolation & purification Ammonia Biogeochemistry Biomedical and Life Sciences Crenarchaeota - genetics Crenarchaeota - isolation & purification Deoxyribonucleic acid DNA DNA, Complementary - genetics Ecology Ecosystem Evolutionary Biology Gene Expression Profiling Gene Library Life Sciences Metabolic Networks and Pathways Metagenomics - methods Microbial activity Microbial Ecology Microbial Genetics and Genomics Microbiology Nutrients Oceans and Seas Original original-article Oxidation Prochlorococcus Prochlorococcus - genetics Prochlorococcus - isolation & purification Prochlorococcus - metabolism Relative abundance RNA, Bacterial - genetics Roseobacter Roseobacter - genetics Roseobacter - isolation & purification Seawater - microbiology Taxa |
title | Integrated metatranscriptomic and metagenomic analyses of stratified microbial assemblages in the open ocean |
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