Dynamics of adaptation in spatially heterogeneous metapopulations
The selection pressure experienced by organisms often varies across the species range. It is hence crucial to characterise the link between environmental spatial heterogeneity and the adaptive dynamics of species or populations. We address this issue by studying the phenotypic evolution of a spatial...
Gespeichert in:
Veröffentlicht in: | PloS one 2013-02, Vol.8 (2), p.e54697-15 |
---|---|
Hauptverfasser: | , , , |
Format: | Artikel |
Sprache: | eng |
Schlagworte: | |
Online-Zugang: | Volltext |
Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
container_end_page | 15 |
---|---|
container_issue | 2 |
container_start_page | e54697 |
container_title | PloS one |
container_volume | 8 |
creator | Papaïx, Julien David, Olivier Lannou, Christian Monod, Hervé |
description | The selection pressure experienced by organisms often varies across the species range. It is hence crucial to characterise the link between environmental spatial heterogeneity and the adaptive dynamics of species or populations. We address this issue by studying the phenotypic evolution of a spatial metapopulation using an adaptive dynamics approach. The singular strategy is found to be the mean of the optimal phenotypes in each habitat with larger weights for habitats present in large and well connected patches. The presence of spatial clusters of habitats in the metapopulation is found to facilitate specialisation and to increase both the level of adaptation and the evolutionary speed of the population when dispersal is limited. By showing that spatial structures are crucial in determining the specialisation level and the evolutionary speed of a population, our results give insight into the influence of spatial heterogeneity on the niche breadth of species. |
doi_str_mv | 10.1371/journal.pone.0054697 |
format | Article |
fullrecord | <record><control><sourceid>gale_plos_</sourceid><recordid>TN_cdi_plos_journals_1330878346</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><galeid>A478309002</galeid><doaj_id>oai_doaj_org_article_58ce3ccdd08149fb80e3e486c608d8df</doaj_id><sourcerecordid>A478309002</sourcerecordid><originalsourceid>FETCH-LOGICAL-c726t-6733d3f6d4b5b160c5f41001c4ec6dbe4b9bc42a0331561c9dc88868c0c4d9d13</originalsourceid><addsrcrecordid>eNqNkluL2zAQhU1p6V7af1BaQ6GwD0klS5bll0LYXjYQWOjtVciSbCsolivJS_PvV068S1xaKH6wGH1zhjM6SfIKgiVEBXy_tYPruFn2tlNLAHJMyuJJcg5LlC1IBtDTk_NZcuH9NkKIEvI8OcsQzjCB9DxZfdx3fKeFT22dcsn7wIO2Xaq71PfxyI3Zp60KytlGdcoOPt2pwHvbD-ZA-hfJs5obr15O_8vkx-dP369vFpvbL-vr1WYhioyEBSkQkqgmEld5BQkQeY0hAFBgJYisFK7KSuCMA4RgTqAopaCUEiqAwLKUEF0mb466vbGeTe49gwgBWlCESSTWR0JavmW90zvu9sxyzQ4F6xrGXdDCKJZToZAQUgIKcVlXFCikMCWCACqprKPWh2naUO2UFKoLjpuZ6Pym0y1r7B1DeTGuOQpcHQXaP9puVhs21kB0D3BG7kZrb6dhzv4alA__sDdRDY8OdFfbOFjstBdshSMCSgCySC3_QsVPqvjMMSu1jvVZw9WsITJB_Q4NH7xn629f_5-9_Tln352wreImtN6a4RCaOYiPoHDWe6fqx3VBwMaoP2yDjVFnU9Rj2-vTF3psesg2ugff0vhz</addsrcrecordid><sourcetype>Open Website</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>1330878346</pqid></control><display><type>article</type><title>Dynamics of adaptation in spatially heterogeneous metapopulations</title><source>MEDLINE</source><source>NCBI_PubMed Central(免费)</source><source>Public Library of Science</source><source>Directory of Open Access Journals</source><source>Free Full-Text Journals in Chemistry</source><source>EZB Electronic Journals Library</source><creator>Papaïx, Julien ; David, Olivier ; Lannou, Christian ; Monod, Hervé</creator><contributor>Proulx, Stephen R.</contributor><creatorcontrib>Papaïx, Julien ; David, Olivier ; Lannou, Christian ; Monod, Hervé ; Proulx, Stephen R.</creatorcontrib><description>The selection pressure experienced by organisms often varies across the species range. It is hence crucial to characterise the link between environmental spatial heterogeneity and the adaptive dynamics of species or populations. We address this issue by studying the phenotypic evolution of a spatial metapopulation using an adaptive dynamics approach. The singular strategy is found to be the mean of the optimal phenotypes in each habitat with larger weights for habitats present in large and well connected patches. The presence of spatial clusters of habitats in the metapopulation is found to facilitate specialisation and to increase both the level of adaptation and the evolutionary speed of the population when dispersal is limited. By showing that spatial structures are crucial in determining the specialisation level and the evolutionary speed of a population, our results give insight into the influence of spatial heterogeneity on the niche breadth of species.</description><identifier>ISSN: 1932-6203</identifier><identifier>EISSN: 1932-6203</identifier><identifier>DOI: 10.1371/journal.pone.0054697</identifier><identifier>PMID: 23424618</identifier><language>eng</language><publisher>United States: Public Library of Science</publisher><subject>Adaptation ; Adaptation, Physiological ; Agricultural sciences ; Agriculture ; Applied mathematics ; Biodiversity ; Biological evolution ; Biology ; Birds ; Dispersal ; Ecology ; Ecosystem ; Environmental conditions ; Epidemiology ; Evolution ; Evolution, Molecular ; Habitats ; Heterogeneity ; Informatics ; Life Sciences ; Mathematics ; Metapopulations ; Models, Biological ; Niche breadth ; Organisms ; Plant diseases ; Population ; Selection, Genetic ; Sensitivity analysis ; Spatial Analysis ; Spatial heterogeneity ; Specialization ; Species ; Time Factors</subject><ispartof>PloS one, 2013-02, Vol.8 (2), p.e54697-15</ispartof><rights>COPYRIGHT 2013 Public Library of Science</rights><rights>2013 Papaïx et al. This is an open-access article distributed under the terms of the Creative Commons Attribution License: https://creativecommons.org/licenses/by/4.0/ (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><rights>Distributed under a Creative Commons Attribution 4.0 International License</rights><rights>2013 Papaïx et al 2013 Papaïx et al</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c726t-6733d3f6d4b5b160c5f41001c4ec6dbe4b9bc42a0331561c9dc88868c0c4d9d13</citedby><cites>FETCH-LOGICAL-c726t-6733d3f6d4b5b160c5f41001c4ec6dbe4b9bc42a0331561c9dc88868c0c4d9d13</cites><orcidid>0000-0002-1389-7158 ; 0000-0001-8225-495X ; 0000-0003-2273-5334</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC3570538/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC3570538/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,727,780,784,864,885,2100,2926,23864,27922,27923,53789,53791,79370,79371</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/23424618$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink><backlink>$$Uhttps://hal.science/hal-01000426$$DView record in HAL$$Hfree_for_read</backlink></links><search><contributor>Proulx, Stephen R.</contributor><creatorcontrib>Papaïx, Julien</creatorcontrib><creatorcontrib>David, Olivier</creatorcontrib><creatorcontrib>Lannou, Christian</creatorcontrib><creatorcontrib>Monod, Hervé</creatorcontrib><title>Dynamics of adaptation in spatially heterogeneous metapopulations</title><title>PloS one</title><addtitle>PLoS One</addtitle><description>The selection pressure experienced by organisms often varies across the species range. It is hence crucial to characterise the link between environmental spatial heterogeneity and the adaptive dynamics of species or populations. We address this issue by studying the phenotypic evolution of a spatial metapopulation using an adaptive dynamics approach. The singular strategy is found to be the mean of the optimal phenotypes in each habitat with larger weights for habitats present in large and well connected patches. The presence of spatial clusters of habitats in the metapopulation is found to facilitate specialisation and to increase both the level of adaptation and the evolutionary speed of the population when dispersal is limited. By showing that spatial structures are crucial in determining the specialisation level and the evolutionary speed of a population, our results give insight into the influence of spatial heterogeneity on the niche breadth of species.</description><subject>Adaptation</subject><subject>Adaptation, Physiological</subject><subject>Agricultural sciences</subject><subject>Agriculture</subject><subject>Applied mathematics</subject><subject>Biodiversity</subject><subject>Biological evolution</subject><subject>Biology</subject><subject>Birds</subject><subject>Dispersal</subject><subject>Ecology</subject><subject>Ecosystem</subject><subject>Environmental conditions</subject><subject>Epidemiology</subject><subject>Evolution</subject><subject>Evolution, Molecular</subject><subject>Habitats</subject><subject>Heterogeneity</subject><subject>Informatics</subject><subject>Life Sciences</subject><subject>Mathematics</subject><subject>Metapopulations</subject><subject>Models, Biological</subject><subject>Niche breadth</subject><subject>Organisms</subject><subject>Plant diseases</subject><subject>Population</subject><subject>Selection, Genetic</subject><subject>Sensitivity analysis</subject><subject>Spatial Analysis</subject><subject>Spatial heterogeneity</subject><subject>Specialization</subject><subject>Species</subject><subject>Time Factors</subject><issn>1932-6203</issn><issn>1932-6203</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2013</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><sourceid>DOA</sourceid><recordid>eNqNkluL2zAQhU1p6V7af1BaQ6GwD0klS5bll0LYXjYQWOjtVciSbCsolivJS_PvV068S1xaKH6wGH1zhjM6SfIKgiVEBXy_tYPruFn2tlNLAHJMyuJJcg5LlC1IBtDTk_NZcuH9NkKIEvI8OcsQzjCB9DxZfdx3fKeFT22dcsn7wIO2Xaq71PfxyI3Zp60KytlGdcoOPt2pwHvbD-ZA-hfJs5obr15O_8vkx-dP369vFpvbL-vr1WYhioyEBSkQkqgmEld5BQkQeY0hAFBgJYisFK7KSuCMA4RgTqAopaCUEiqAwLKUEF0mb466vbGeTe49gwgBWlCESSTWR0JavmW90zvu9sxyzQ4F6xrGXdDCKJZToZAQUgIKcVlXFCikMCWCACqprKPWh2naUO2UFKoLjpuZ6Pym0y1r7B1DeTGuOQpcHQXaP9puVhs21kB0D3BG7kZrb6dhzv4alA__sDdRDY8OdFfbOFjstBdshSMCSgCySC3_QsVPqvjMMSu1jvVZw9WsITJB_Q4NH7xn629f_5-9_Tln352wreImtN6a4RCaOYiPoHDWe6fqx3VBwMaoP2yDjVFnU9Rj2-vTF3psesg2ugff0vhz</recordid><startdate>20130212</startdate><enddate>20130212</enddate><creator>Papaïx, Julien</creator><creator>David, Olivier</creator><creator>Lannou, Christian</creator><creator>Monod, Hervé</creator><general>Public Library of Science</general><general>Public Library of Science (PLoS)</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>IOV</scope><scope>ISR</scope><scope>3V.</scope><scope>7QG</scope><scope>7QL</scope><scope>7QO</scope><scope>7RV</scope><scope>7SN</scope><scope>7SS</scope><scope>7T5</scope><scope>7TG</scope><scope>7TM</scope><scope>7U9</scope><scope>7X2</scope><scope>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>8AO</scope><scope>8C1</scope><scope>8FD</scope><scope>8FE</scope><scope>8FG</scope><scope>8FH</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABJCF</scope><scope>ABUWG</scope><scope>AEUYN</scope><scope>AFKRA</scope><scope>ARAPS</scope><scope>ATCPS</scope><scope>AZQEC</scope><scope>BBNVY</scope><scope>BENPR</scope><scope>BGLVJ</scope><scope>BHPHI</scope><scope>C1K</scope><scope>CCPQU</scope><scope>D1I</scope><scope>DWQXO</scope><scope>FR3</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>H94</scope><scope>HCIFZ</scope><scope>K9.</scope><scope>KB.</scope><scope>KB0</scope><scope>KL.</scope><scope>L6V</scope><scope>LK8</scope><scope>M0K</scope><scope>M0S</scope><scope>M1P</scope><scope>M7N</scope><scope>M7P</scope><scope>M7S</scope><scope>NAPCQ</scope><scope>P5Z</scope><scope>P62</scope><scope>P64</scope><scope>PATMY</scope><scope>PDBOC</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>PTHSS</scope><scope>PYCSY</scope><scope>RC3</scope><scope>1XC</scope><scope>VOOES</scope><scope>5PM</scope><scope>DOA</scope><orcidid>https://orcid.org/0000-0002-1389-7158</orcidid><orcidid>https://orcid.org/0000-0001-8225-495X</orcidid><orcidid>https://orcid.org/0000-0003-2273-5334</orcidid></search><sort><creationdate>20130212</creationdate><title>Dynamics of adaptation in spatially heterogeneous metapopulations</title><author>Papaïx, Julien ; David, Olivier ; Lannou, Christian ; Monod, Hervé</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c726t-6733d3f6d4b5b160c5f41001c4ec6dbe4b9bc42a0331561c9dc88868c0c4d9d13</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2013</creationdate><topic>Adaptation</topic><topic>Adaptation, Physiological</topic><topic>Agricultural sciences</topic><topic>Agriculture</topic><topic>Applied mathematics</topic><topic>Biodiversity</topic><topic>Biological evolution</topic><topic>Biology</topic><topic>Birds</topic><topic>Dispersal</topic><topic>Ecology</topic><topic>Ecosystem</topic><topic>Environmental conditions</topic><topic>Epidemiology</topic><topic>Evolution</topic><topic>Evolution, Molecular</topic><topic>Habitats</topic><topic>Heterogeneity</topic><topic>Informatics</topic><topic>Life Sciences</topic><topic>Mathematics</topic><topic>Metapopulations</topic><topic>Models, Biological</topic><topic>Niche breadth</topic><topic>Organisms</topic><topic>Plant diseases</topic><topic>Population</topic><topic>Selection, Genetic</topic><topic>Sensitivity analysis</topic><topic>Spatial Analysis</topic><topic>Spatial heterogeneity</topic><topic>Specialization</topic><topic>Species</topic><topic>Time Factors</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Papaïx, Julien</creatorcontrib><creatorcontrib>David, Olivier</creatorcontrib><creatorcontrib>Lannou, Christian</creatorcontrib><creatorcontrib>Monod, Hervé</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Opposing Viewpoints Resource Center</collection><collection>Gale In Context: Science</collection><collection>ProQuest Central (Corporate)</collection><collection>Animal Behavior Abstracts</collection><collection>Bacteriology Abstracts (Microbiology B)</collection><collection>Biotechnology Research Abstracts</collection><collection>ProQuest Nursing & Allied Health Database</collection><collection>Ecology Abstracts</collection><collection>Entomology Abstracts (Full archive)</collection><collection>Immunology Abstracts</collection><collection>Meteorological & Geoastrophysical Abstracts</collection><collection>Nucleic Acids Abstracts</collection><collection>Virology and AIDS Abstracts</collection><collection>Agricultural Science Collection</collection><collection>ProQuest_Health & Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Medical Database (Alumni Edition)</collection><collection>ProQuest Pharma Collection</collection><collection>Public Health Database (Proquest)</collection><collection>Technology Research Database</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Technology 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>Materials Science & Engineering Collection</collection><collection>ProQuest Central (Alumni)</collection><collection>ProQuest One Sustainability</collection><collection>ProQuest Central</collection><collection>Advanced Technologies & Aerospace Collection</collection><collection>Agricultural & Environmental Science Collection</collection><collection>ProQuest Central Essentials</collection><collection>Biological Science Collection</collection><collection>ProQuest Central</collection><collection>Technology Collection</collection><collection>Natural Science Collection</collection><collection>Environmental Sciences and Pollution Management</collection><collection>ProQuest One Community College</collection><collection>ProQuest Materials Science Collection</collection><collection>ProQuest Central</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>AIDS and Cancer Research Abstracts</collection><collection>SciTech Premium Collection (Proquest) (PQ_SDU_P3)</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Materials Science Database</collection><collection>Nursing & Allied Health Database (Alumni Edition)</collection><collection>Meteorological & Geoastrophysical Abstracts - Academic</collection><collection>ProQuest Engineering Collection</collection><collection>Biological Sciences</collection><collection>Agriculture Science Database</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>PML(ProQuest Medical Library)</collection><collection>Algology Mycology and Protozoology Abstracts (Microbiology C)</collection><collection>Biological Science Database</collection><collection>Engineering Database</collection><collection>Nursing & Allied Health Premium</collection><collection>Advanced Technologies & Aerospace Database</collection><collection>ProQuest Advanced Technologies & Aerospace Collection</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>Environmental Science Database</collection><collection>Materials Science Collection</collection><collection>Publicly Available Content 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>ProQuest Central China</collection><collection>Engineering Collection</collection><collection>Environmental Science Collection</collection><collection>Genetics Abstracts</collection><collection>Hyper Article en Ligne (HAL)</collection><collection>Hyper Article en Ligne (HAL) (Open Access)</collection><collection>PubMed Central (Full Participant titles)</collection><collection>Directory of Open Access Journals</collection><jtitle>PloS one</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Papaïx, Julien</au><au>David, Olivier</au><au>Lannou, Christian</au><au>Monod, Hervé</au><au>Proulx, Stephen R.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Dynamics of adaptation in spatially heterogeneous metapopulations</atitle><jtitle>PloS one</jtitle><addtitle>PLoS One</addtitle><date>2013-02-12</date><risdate>2013</risdate><volume>8</volume><issue>2</issue><spage>e54697</spage><epage>15</epage><pages>e54697-15</pages><issn>1932-6203</issn><eissn>1932-6203</eissn><abstract>The selection pressure experienced by organisms often varies across the species range. It is hence crucial to characterise the link between environmental spatial heterogeneity and the adaptive dynamics of species or populations. We address this issue by studying the phenotypic evolution of a spatial metapopulation using an adaptive dynamics approach. The singular strategy is found to be the mean of the optimal phenotypes in each habitat with larger weights for habitats present in large and well connected patches. The presence of spatial clusters of habitats in the metapopulation is found to facilitate specialisation and to increase both the level of adaptation and the evolutionary speed of the population when dispersal is limited. By showing that spatial structures are crucial in determining the specialisation level and the evolutionary speed of a population, our results give insight into the influence of spatial heterogeneity on the niche breadth of species.</abstract><cop>United States</cop><pub>Public Library of Science</pub><pmid>23424618</pmid><doi>10.1371/journal.pone.0054697</doi><tpages>e54697</tpages><orcidid>https://orcid.org/0000-0002-1389-7158</orcidid><orcidid>https://orcid.org/0000-0001-8225-495X</orcidid><orcidid>https://orcid.org/0000-0003-2273-5334</orcidid><oa>free_for_read</oa></addata></record> |
fulltext | fulltext |
identifier | ISSN: 1932-6203 |
ispartof | PloS one, 2013-02, Vol.8 (2), p.e54697-15 |
issn | 1932-6203 1932-6203 |
language | eng |
recordid | cdi_plos_journals_1330878346 |
source | MEDLINE; NCBI_PubMed Central(免费); Public Library of Science; Directory of Open Access Journals; Free Full-Text Journals in Chemistry; EZB Electronic Journals Library |
subjects | Adaptation Adaptation, Physiological Agricultural sciences Agriculture Applied mathematics Biodiversity Biological evolution Biology Birds Dispersal Ecology Ecosystem Environmental conditions Epidemiology Evolution Evolution, Molecular Habitats Heterogeneity Informatics Life Sciences Mathematics Metapopulations Models, Biological Niche breadth Organisms Plant diseases Population Selection, Genetic Sensitivity analysis Spatial Analysis Spatial heterogeneity Specialization Species Time Factors |
title | Dynamics of adaptation in spatially heterogeneous metapopulations |
url | https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-14T16%3A17%3A55IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-gale_plos_&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Dynamics%20of%20adaptation%20in%20spatially%20heterogeneous%20metapopulations&rft.jtitle=PloS%20one&rft.au=Papa%C3%AFx,%20Julien&rft.date=2013-02-12&rft.volume=8&rft.issue=2&rft.spage=e54697&rft.epage=15&rft.pages=e54697-15&rft.issn=1932-6203&rft.eissn=1932-6203&rft_id=info:doi/10.1371/journal.pone.0054697&rft_dat=%3Cgale_plos_%3EA478309002%3C/gale_plos_%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=1330878346&rft_id=info:pmid/23424618&rft_galeid=A478309002&rft_doaj_id=oai_doaj_org_article_58ce3ccdd08149fb80e3e486c608d8df&rfr_iscdi=true |