Unlocking the potential of metagenomics through replicated experimental design View Full Text


Ontology type: schema:ScholarlyArticle      Open Access: True


Article Info

DATE

2012-06

AUTHORS

Rob Knight, Janet Jansson, Dawn Field, Noah Fierer, Narayan Desai, Jed A Fuhrman, Phil Hugenholtz, Daniel van der Lelie, Folker Meyer, Rick Stevens, Mark J Bailey, Jeffrey I Gordon, George A Kowalchuk, Jack A Gilbert

ABSTRACT

Metagenomics holds enormous promise for discovering novel enzymes and organisms that are biomarkers or drivers of processes relevant to disease, industry and the environment. In the past two years, we have seen a paradigm shift in metagenomics to the application of cross-sectional and longitudinal studies enabled by advances in DNA sequencing and high-performance computing. These technologies now make it possible to broadly assess microbial diversity and function, allowing systematic investigation of the largely unexplored frontier of microbial life. To achieve this aim, the global scientific community must collaborate and agree upon common objectives and data standards to enable comparative research across the Earth's microbiome. Improvements in comparability of data will facilitate the study of biotechnologically relevant processes, such as bioprospecting for new glycoside hydrolases or identifying novel energy sources. More... »

PAGES

513

References to SciGraph publications

  • 2006-12. An obesity-associated gut microbiome with increased capacity for energy harvest in NATURE
  • 2011-05. Moving pictures of the human microbiome in GENOME BIOLOGY
  • 2008-04. Functional metagenomic profiling of nine biomes in NATURE
  • 2011-12. Metagenomic analysis of a permafrost microbial community reveals a rapid response to thaw in NATURE
  • 2009-12. A phylogeny-driven genomic encyclopaedia of Bacteria and Archaea in NATURE
  • 2012-09. Structure, fluctuation and magnitude of a natural grassland soil metagenome in THE ISME JOURNAL
  • 2011-12. Metagenomic mining for microbiologists in THE ISME JOURNAL
  • 2004-03. Community structure and metabolism through reconstruction of microbial genomes from the environment in NATURE
  • 2007-11. Metagenomic and functional analysis of hindgut microbiota of a wood-feeding higher termite in NATURE
  • 2008-08. Methanogenic archaea: ecologically relevant differences in energy conservation in NATURE REVIEWS MICROBIOLOGY
  • 2011-05-12. Enterotypes of the human gut microbiome in NATURE
  • 2010-05. QIIME allows analysis of high-throughput community sequencing data in NATURE METHODS
  • 2012-06. The Western English Channel contains a persistent microbial seed bank in THE ISME JOURNAL
  • 2012-02. Defining seasonal marine microbial community dynamics in THE ISME JOURNAL
  • 2012-02. Ocean time-series reveals recurring seasonal patterns of virioplankton dynamics in the northwestern Sargasso Sea in THE ISME JOURNAL
  • 2010. The Earth Microbiome Project: Meeting report of the “1st EMP meeting on sample selection and acquisition” at Argonne National Laboratory October 6th 2010. in STANDARDS IN GENOMIC SCIENCES
  • 2010-03. A human gut microbial gene catalogue established by metagenomic sequencing in NATURE
  • 2009-01-22. A core gut microbiome in obese and lean twins in NATURE
  • 2011-03. Seasonality and resource availability control bacterial and archaeal communities in soils of a temperate beech forest in THE ISME JOURNAL
  • 2011-05. Minimum information about a marker gene sequence (MIMARKS) and minimum information about any (x) sequence (MIxS) specifications in NATURE BIOTECHNOLOGY
  • 2010-07. Viruses in the faecal microbiota of monozygotic twins and their mothers in NATURE
  • 2012-01. Sequencing data: A genomic network to monitor Earth in NATURE
  • 2012-06. Predicting bacterial community assemblages using an artificial neural network approach in NATURE METHODS
  • 2008-12. The metagenomics RAST server – a public resource for the automatic phylogenetic and functional analysis of metagenomes in BMC BIOINFORMATICS
  • 2011-10. Open science is a research accelerator in NATURE CHEMISTRY
  • 2010-05. Direct sequencing of the human microbiome readily reveals community differences in GENOME BIOLOGY
  • Identifiers

    URI

    http://scigraph.springernature.com/pub.10.1038/nbt.2235

    DOI

    http://dx.doi.org/10.1038/nbt.2235

    DIMENSIONS

    https://app.dimensions.ai/details/publication/pub.1004479793

    PUBMED

    https://www.ncbi.nlm.nih.gov/pubmed/22678395


    Indexing Status Check whether this publication has been indexed by Scopus and Web Of Science using the SN Indexing Status Tool
    Incoming Citations Browse incoming citations for this publication using opencitations.net

    JSON-LD is the canonical representation for SciGraph data.

    TIP: You can open this SciGraph record using an external JSON-LD service: JSON-LD Playground Google SDTT

    [
      {
        "@context": "https://springernature.github.io/scigraph/jsonld/sgcontext.json", 
        "about": [
          {
            "id": "http://purl.org/au-research/vocabulary/anzsrc-for/2008/0605", 
            "inDefinedTermSet": "http://purl.org/au-research/vocabulary/anzsrc-for/2008/", 
            "name": "Microbiology", 
            "type": "DefinedTerm"
          }, 
          {
            "id": "http://purl.org/au-research/vocabulary/anzsrc-for/2008/06", 
            "inDefinedTermSet": "http://purl.org/au-research/vocabulary/anzsrc-for/2008/", 
            "name": "Biological Sciences", 
            "type": "DefinedTerm"
          }, 
          {
            "inDefinedTermSet": "https://www.nlm.nih.gov/mesh/", 
            "name": "Animals", 
            "type": "DefinedTerm"
          }, 
          {
            "inDefinedTermSet": "https://www.nlm.nih.gov/mesh/", 
            "name": "Computational Biology", 
            "type": "DefinedTerm"
          }, 
          {
            "inDefinedTermSet": "https://www.nlm.nih.gov/mesh/", 
            "name": "Humans", 
            "type": "DefinedTerm"
          }, 
          {
            "inDefinedTermSet": "https://www.nlm.nih.gov/mesh/", 
            "name": "Metagenome", 
            "type": "DefinedTerm"
          }, 
          {
            "inDefinedTermSet": "https://www.nlm.nih.gov/mesh/", 
            "name": "Metagenomics", 
            "type": "DefinedTerm"
          }, 
          {
            "inDefinedTermSet": "https://www.nlm.nih.gov/mesh/", 
            "name": "Research Design", 
            "type": "DefinedTerm"
          }, 
          {
            "inDefinedTermSet": "https://www.nlm.nih.gov/mesh/", 
            "name": "Sequence Analysis, DNA", 
            "type": "DefinedTerm"
          }
        ], 
        "author": [
          {
            "affiliation": {
              "alternateName": "University of Colorado Boulder", 
              "id": "https://www.grid.ac/institutes/grid.266190.a", 
              "name": [
                "Howard Hughes Medical Institute and Department of Chemistry & Biochemistry, University of Colorado at Boulder, Boulder, Colorado, USA."
              ], 
              "type": "Organization"
            }, 
            "familyName": "Knight", 
            "givenName": "Rob", 
            "id": "sg:person.016311745377.96", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.016311745377.96"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "Joint BioEnergy Institute", 
              "id": "https://www.grid.ac/institutes/grid.451372.6", 
              "name": [
                "Lawrence Berkeley National Laboratory, Earth Sciences Division, Berkeley, California, USA.", 
                "Lawrence Berkeley National Laboratory, Joint Genome Institute, Walnut Creek, California, USA.", 
                "Joint Bioenergy Institute, Emeryville, California, USA."
              ], 
              "type": "Organization"
            }, 
            "familyName": "Jansson", 
            "givenName": "Janet", 
            "id": "sg:person.0777235637.90", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0777235637.90"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "Centre for Ecology and Hydrology", 
              "id": "https://www.grid.ac/institutes/grid.494924.6", 
              "name": [
                "Centre for Ecology & Hydrology, Wallingford, Oxford, UK."
              ], 
              "type": "Organization"
            }, 
            "familyName": "Field", 
            "givenName": "Dawn", 
            "id": "sg:person.01223211445.99", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01223211445.99"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "Cooperative Institute for Research in Environmental Sciences", 
              "id": "https://www.grid.ac/institutes/grid.464551.7", 
              "name": [
                "Department of Ecology and Evolutionary Biology, Cooperative Institute for Research in Environmental Sciences, University of Colorado at Boulder, Boulder, Colorado, USA."
              ], 
              "type": "Organization"
            }, 
            "familyName": "Fierer", 
            "givenName": "Noah", 
            "id": "sg:person.01061615031.38", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01061615031.38"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "Argonne National Laboratory", 
              "id": "https://www.grid.ac/institutes/grid.187073.a", 
              "name": [
                "Argonne National Laboratory, Argonne, Illinois, USA."
              ], 
              "type": "Organization"
            }, 
            "familyName": "Desai", 
            "givenName": "Narayan", 
            "id": "sg:person.01341475501.33", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01341475501.33"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "University of Southern California", 
              "id": "https://www.grid.ac/institutes/grid.42505.36", 
              "name": [
                "Department of Biological Sciences, University of Southern California, Los Angeles, California, USA."
              ], 
              "type": "Organization"
            }, 
            "familyName": "Fuhrman", 
            "givenName": "Jed A", 
            "id": "sg:person.0725061453.51", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0725061453.51"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "University of Queensland", 
              "id": "https://www.grid.ac/institutes/grid.1003.2", 
              "name": [
                "Australian Centre for Ecogenomics, School of Chemistry and Molecular Biosciences & Institute for Molecular Bioscience, The University of Queensland, St. Lucia, Australia."
              ], 
              "type": "Organization"
            }, 
            "familyName": "Hugenholtz", 
            "givenName": "Phil", 
            "id": "sg:person.01030115651.21", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01030115651.21"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "Rugate Technologies (United States)", 
              "id": "https://www.grid.ac/institutes/grid.456068.9", 
              "name": [
                "RTI, Research Triangle Park, Durham, North Carolina, USA."
              ], 
              "type": "Organization"
            }, 
            "familyName": "van der Lelie", 
            "givenName": "Daniel", 
            "id": "sg:person.01275345266.39", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01275345266.39"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "Argonne National Laboratory", 
              "id": "https://www.grid.ac/institutes/grid.187073.a", 
              "name": [
                "Argonne National Laboratory, Argonne, Illinois, USA.", 
                "The Computation Institute, University of Chicago, Chicago, Illinois, USA."
              ], 
              "type": "Organization"
            }, 
            "familyName": "Meyer", 
            "givenName": "Folker", 
            "id": "sg:person.0623154651.88", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0623154651.88"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "Argonne National Laboratory", 
              "id": "https://www.grid.ac/institutes/grid.187073.a", 
              "name": [
                "Argonne National Laboratory, Argonne, Illinois, USA.", 
                "The Computation Institute, University of Chicago, Chicago, Illinois, USA."
              ], 
              "type": "Organization"
            }, 
            "familyName": "Stevens", 
            "givenName": "Rick", 
            "id": "sg:person.0707416220.12", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0707416220.12"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "Centre for Ecology and Hydrology", 
              "id": "https://www.grid.ac/institutes/grid.494924.6", 
              "name": [
                "Centre for Ecology & Hydrology, Wallingford, Oxford, UK."
              ], 
              "type": "Organization"
            }, 
            "familyName": "Bailey", 
            "givenName": "Mark J", 
            "id": "sg:person.011145155262.94", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.011145155262.94"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "Washington University in St. Louis", 
              "id": "https://www.grid.ac/institutes/grid.4367.6", 
              "name": [
                "Center for Genome Sciences and Systems Biology, Washington University School of Medicine, St. Louis, Missouri, USA."
              ], 
              "type": "Organization"
            }, 
            "familyName": "Gordon", 
            "givenName": "Jeffrey I", 
            "id": "sg:person.013751061307.10", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.013751061307.10"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "VU University Amsterdam", 
              "id": "https://www.grid.ac/institutes/grid.12380.38", 
              "name": [
                "Netherlands Institute of Ecology (NIOO-KNAW), Wageningen, The Netherlands.", 
                "Institute of Ecological Science, VU University Amsterdam, Amsterdam, The Netherlands."
              ], 
              "type": "Organization"
            }, 
            "familyName": "Kowalchuk", 
            "givenName": "George A", 
            "id": "sg:person.01064101615.20", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01064101615.20"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "University of Chicago", 
              "id": "https://www.grid.ac/institutes/grid.170205.1", 
              "name": [
                "Argonne National Laboratory, Argonne, Illinois, USA.", 
                "Department of Ecology and Evolution, University of Chicago, Chicago, Illinois, USA."
              ], 
              "type": "Organization"
            }, 
            "familyName": "Gilbert", 
            "givenName": "Jack A", 
            "id": "sg:person.0727626545.37", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0727626545.37"
            ], 
            "type": "Person"
          }
        ], 
        "citation": [
          {
            "id": "https://doi.org/10.1126/science.1120250", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1003341152"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1073/pnas.95.12.6578", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1003821328"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1038/nbt.1823", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1005906569", 
              "https://doi.org/10.1038/nbt.1823"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1186/1471-2105-9-386", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1006083026", 
              "https://doi.org/10.1186/1471-2105-9-386"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1126/science.1124234", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1006869298"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1038/nmeth.f.303", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1009032055", 
              "https://doi.org/10.1038/nmeth.f.303"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1038/nmeth.f.303", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1009032055", 
              "https://doi.org/10.1038/nmeth.f.303"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1038/nature10576", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1009049768", 
              "https://doi.org/10.1038/nature10576"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1093/nar/gkr975", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1009857440"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1038/481145a", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1010406789", 
              "https://doi.org/10.1038/481145a"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1371/journal.pbio.0050077", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1012896623"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1038/nature08656", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1013886837", 
              "https://doi.org/10.1038/nature08656"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1038/nature08656", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1013886837", 
              "https://doi.org/10.1038/nature08656"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1016/j.copbio.2011.12.017", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1013897375"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1038/ismej.2011.162", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1013974628", 
              "https://doi.org/10.1038/ismej.2011.162"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1126/science.1208344", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1015324311"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1038/ismej.2011.61", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1015829068", 
              "https://doi.org/10.1038/ismej.2011.61"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1111/j.1462-2920.2010.02201.x", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1018800338"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1111/j.1462-2920.2010.02201.x", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1018800338"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1073/pnas.1000080107", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1019627885"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1126/science.1177486", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1019669855"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1111/j.1462-2920.2009.02017.x", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1021785415"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1111/j.1462-2920.2009.02017.x", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1021785415"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1038/nature02340", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1023089166", 
              "https://doi.org/10.1038/nature02340"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1038/nature02340", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1023089166", 
              "https://doi.org/10.1038/nature02340"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1371/journal.pone.0019223", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1023883335"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1371/journal.pbio.1001088", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1023892352"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1038/nature05414", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1023893418", 
              "https://doi.org/10.1038/nature05414"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1038/nature05414", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1023893418", 
              "https://doi.org/10.1038/nature05414"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1038/nature05414", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1023893418", 
              "https://doi.org/10.1038/nature05414"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1073/pnas.1000097107", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1024137469"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1073/pnas.1002611107", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1025481271"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1038/nature09944", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1026204536", 
              "https://doi.org/10.1038/nature09944"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1038/nmeth.1975", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1027354204", 
              "https://doi.org/10.1038/nmeth.1975"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1093/nar/gkr1044", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1028349189"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1371/journal.pone.0024570", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1028724511"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1038/nature07540", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1030170002", 
              "https://doi.org/10.1038/nature07540"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1038/nature09199", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1031776599", 
              "https://doi.org/10.1038/nature09199"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1038/nature09199", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1031776599", 
              "https://doi.org/10.1038/nature09199"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1126/science.1107851", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1032827529"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1038/ismej.2010.138", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1034861261", 
              "https://doi.org/10.1038/ismej.2010.138"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1038/nrmicro1931", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1035653993", 
              "https://doi.org/10.1038/nrmicro1931"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1186/gb-2010-11-5-210", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1042123396", 
              "https://doi.org/10.1186/gb-2010-11-5-210"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1371/journal.pone.0015545", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1044682001"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1073/pnas.0901529106", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1044817037"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1038/ismej.2011.101", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1046253766", 
              "https://doi.org/10.1038/ismej.2011.101"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1126/science.1155725", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1047129566"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1038/nature06810", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1047805213", 
              "https://doi.org/10.1038/nature06810"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1073/pnas.1000162107", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1047845298"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1126/science.1198719", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1049041229"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1038/ismej.2011.107", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1049133492", 
              "https://doi.org/10.1038/ismej.2011.107"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1038/nature08821", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1050498034", 
              "https://doi.org/10.1038/nature08821"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1038/nature08821", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1050498034", 
              "https://doi.org/10.1038/nature08821"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1186/gb-2011-12-5-r50", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1050643751", 
              "https://doi.org/10.1186/gb-2011-12-5-r50"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1073/pnas.0611525104", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1050913510"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.4056/aigs.1443528", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1051440192", 
              "https://doi.org/10.4056/aigs.1443528"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1073/pnas.0706625104", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1051890432"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1038/ismej.2011.197", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1052772799", 
              "https://doi.org/10.1038/ismej.2011.197"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1038/nature06269", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1052833330", 
              "https://doi.org/10.1038/nature06269"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1038/nchem.1149", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1052860696", 
              "https://doi.org/10.1038/nchem.1149"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1126/science.1153213", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1053637244"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1126/science.1200387", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1062464332"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1128/microbe.6.309.1", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1062729978"
            ], 
            "type": "CreativeWork"
          }
        ], 
        "datePublished": "2012-06", 
        "datePublishedReg": "2012-06-01", 
        "description": "Metagenomics holds enormous promise for discovering novel enzymes and organisms that are biomarkers or drivers of processes relevant to disease, industry and the environment. In the past two years, we have seen a paradigm shift in metagenomics to the application of cross-sectional and longitudinal studies enabled by advances in DNA sequencing and high-performance computing. These technologies now make it possible to broadly assess microbial diversity and function, allowing systematic investigation of the largely unexplored frontier of microbial life. To achieve this aim, the global scientific community must collaborate and agree upon common objectives and data standards to enable comparative research across the Earth's microbiome. Improvements in comparability of data will facilitate the study of biotechnologically relevant processes, such as bioprospecting for new glycoside hydrolases or identifying novel energy sources.", 
        "genre": "research_article", 
        "id": "sg:pub.10.1038/nbt.2235", 
        "inLanguage": [
          "en"
        ], 
        "isAccessibleForFree": true, 
        "isFundedItemOf": [
          {
            "id": "sg:grant.2436201", 
            "type": "MonetaryGrant"
          }, 
          {
            "id": "sg:grant.2529347", 
            "type": "MonetaryGrant"
          }
        ], 
        "isPartOf": [
          {
            "id": "sg:journal.1115214", 
            "issn": [
              "1087-0156", 
              "1546-1696"
            ], 
            "name": "Nature Biotechnology", 
            "type": "Periodical"
          }, 
          {
            "issueNumber": "6", 
            "type": "PublicationIssue"
          }, 
          {
            "type": "PublicationVolume", 
            "volumeNumber": "30"
          }
        ], 
        "name": "Unlocking the potential of metagenomics through replicated experimental design", 
        "pagination": "513", 
        "productId": [
          {
            "name": "readcube_id", 
            "type": "PropertyValue", 
            "value": [
              "15588e859db1814ec0f73f842ad1cefe98d569ab820aa35147c556a9bc16cc53"
            ]
          }, 
          {
            "name": "pubmed_id", 
            "type": "PropertyValue", 
            "value": [
              "22678395"
            ]
          }, 
          {
            "name": "nlm_unique_id", 
            "type": "PropertyValue", 
            "value": [
              "9604648"
            ]
          }, 
          {
            "name": "doi", 
            "type": "PropertyValue", 
            "value": [
              "10.1038/nbt.2235"
            ]
          }, 
          {
            "name": "dimensions_id", 
            "type": "PropertyValue", 
            "value": [
              "pub.1004479793"
            ]
          }
        ], 
        "sameAs": [
          "https://doi.org/10.1038/nbt.2235", 
          "https://app.dimensions.ai/details/publication/pub.1004479793"
        ], 
        "sdDataset": "articles", 
        "sdDatePublished": "2019-04-10T19:15", 
        "sdLicense": "https://scigraph.springernature.com/explorer/license/", 
        "sdPublisher": {
          "name": "Springer Nature - SN SciGraph project", 
          "type": "Organization"
        }, 
        "sdSource": "s3://com-uberresearch-data-dimensions-target-20181106-alternative/cleanup/v134/2549eaecd7973599484d7c17b260dba0a4ecb94b/merge/v9/a6c9fde33151104705d4d7ff012ea9563521a3ce/jats-lookup/v90/0000000001_0000000264/records_8678_00000549.jsonl", 
        "type": "ScholarlyArticle", 
        "url": "https://www.nature.com/articles/nbt.2235"
      }
    ]
     

    Download the RDF metadata as:  json-ld nt turtle xml License info

    HOW TO GET THIS DATA PROGRAMMATICALLY:

    JSON-LD is a popular format for linked data which is fully compatible with JSON.

    curl -H 'Accept: application/ld+json' 'https://scigraph.springernature.com/pub.10.1038/nbt.2235'

    N-Triples is a line-based linked data format ideal for batch operations.

    curl -H 'Accept: application/n-triples' 'https://scigraph.springernature.com/pub.10.1038/nbt.2235'

    Turtle is a human-readable linked data format.

    curl -H 'Accept: text/turtle' 'https://scigraph.springernature.com/pub.10.1038/nbt.2235'

    RDF/XML is a standard XML format for linked data.

    curl -H 'Accept: application/rdf+xml' 'https://scigraph.springernature.com/pub.10.1038/nbt.2235'


     

    This table displays all metadata directly associated to this object as RDF triples.

    415 TRIPLES      21 PREDICATES      90 URIs      28 LITERALS      16 BLANK NODES

    Subject Predicate Object
    1 sg:pub.10.1038/nbt.2235 schema:about N024f8e88749743318c360dbeab1dee22
    2 N14c7224b4fcc4460939e22bcf6d57fdb
    3 N5dd39713cc5b4315b9691fc4315fcd2a
    4 N71d9f8a3ac174668840bbd763f068d34
    5 N9cd00c0574c94935a0b5816945415018
    6 N9d789baf334d44319eb227dcc6af727c
    7 Nc9261ffae7844b9db6e65f2305f5f1a2
    8 anzsrc-for:06
    9 anzsrc-for:0605
    10 schema:author N2ca5cba1bf3b4f6fb99496611be2ba90
    11 schema:citation sg:pub.10.1038/481145a
    12 sg:pub.10.1038/ismej.2010.138
    13 sg:pub.10.1038/ismej.2011.101
    14 sg:pub.10.1038/ismej.2011.107
    15 sg:pub.10.1038/ismej.2011.162
    16 sg:pub.10.1038/ismej.2011.197
    17 sg:pub.10.1038/ismej.2011.61
    18 sg:pub.10.1038/nature02340
    19 sg:pub.10.1038/nature05414
    20 sg:pub.10.1038/nature06269
    21 sg:pub.10.1038/nature06810
    22 sg:pub.10.1038/nature07540
    23 sg:pub.10.1038/nature08656
    24 sg:pub.10.1038/nature08821
    25 sg:pub.10.1038/nature09199
    26 sg:pub.10.1038/nature09944
    27 sg:pub.10.1038/nature10576
    28 sg:pub.10.1038/nbt.1823
    29 sg:pub.10.1038/nchem.1149
    30 sg:pub.10.1038/nmeth.1975
    31 sg:pub.10.1038/nmeth.f.303
    32 sg:pub.10.1038/nrmicro1931
    33 sg:pub.10.1186/1471-2105-9-386
    34 sg:pub.10.1186/gb-2010-11-5-210
    35 sg:pub.10.1186/gb-2011-12-5-r50
    36 sg:pub.10.4056/aigs.1443528
    37 https://doi.org/10.1016/j.copbio.2011.12.017
    38 https://doi.org/10.1073/pnas.0611525104
    39 https://doi.org/10.1073/pnas.0706625104
    40 https://doi.org/10.1073/pnas.0901529106
    41 https://doi.org/10.1073/pnas.1000080107
    42 https://doi.org/10.1073/pnas.1000097107
    43 https://doi.org/10.1073/pnas.1000162107
    44 https://doi.org/10.1073/pnas.1002611107
    45 https://doi.org/10.1073/pnas.95.12.6578
    46 https://doi.org/10.1093/nar/gkr1044
    47 https://doi.org/10.1093/nar/gkr975
    48 https://doi.org/10.1111/j.1462-2920.2009.02017.x
    49 https://doi.org/10.1111/j.1462-2920.2010.02201.x
    50 https://doi.org/10.1126/science.1107851
    51 https://doi.org/10.1126/science.1120250
    52 https://doi.org/10.1126/science.1124234
    53 https://doi.org/10.1126/science.1153213
    54 https://doi.org/10.1126/science.1155725
    55 https://doi.org/10.1126/science.1177486
    56 https://doi.org/10.1126/science.1198719
    57 https://doi.org/10.1126/science.1200387
    58 https://doi.org/10.1126/science.1208344
    59 https://doi.org/10.1128/microbe.6.309.1
    60 https://doi.org/10.1371/journal.pbio.0050077
    61 https://doi.org/10.1371/journal.pbio.1001088
    62 https://doi.org/10.1371/journal.pone.0015545
    63 https://doi.org/10.1371/journal.pone.0019223
    64 https://doi.org/10.1371/journal.pone.0024570
    65 schema:datePublished 2012-06
    66 schema:datePublishedReg 2012-06-01
    67 schema:description Metagenomics holds enormous promise for discovering novel enzymes and organisms that are biomarkers or drivers of processes relevant to disease, industry and the environment. In the past two years, we have seen a paradigm shift in metagenomics to the application of cross-sectional and longitudinal studies enabled by advances in DNA sequencing and high-performance computing. These technologies now make it possible to broadly assess microbial diversity and function, allowing systematic investigation of the largely unexplored frontier of microbial life. To achieve this aim, the global scientific community must collaborate and agree upon common objectives and data standards to enable comparative research across the Earth's microbiome. Improvements in comparability of data will facilitate the study of biotechnologically relevant processes, such as bioprospecting for new glycoside hydrolases or identifying novel energy sources.
    68 schema:genre research_article
    69 schema:inLanguage en
    70 schema:isAccessibleForFree true
    71 schema:isPartOf N89de407716c14ce3b568d3a9e6704d28
    72 Nde5dff322d9c4cceb2689a98eedbe2b8
    73 sg:journal.1115214
    74 schema:name Unlocking the potential of metagenomics through replicated experimental design
    75 schema:pagination 513
    76 schema:productId N2b02d41e481c48ef8e3b219878511afc
    77 N3056ddb0cfe545688eff56d388bd68c9
    78 N8f1c6628b7344a97a7c73d8cb243b68f
    79 Nb2b0de7f60444460b566dab409c54208
    80 Nceb91f6c888d4bb7942c6cceb8224a3f
    81 schema:sameAs https://app.dimensions.ai/details/publication/pub.1004479793
    82 https://doi.org/10.1038/nbt.2235
    83 schema:sdDatePublished 2019-04-10T19:15
    84 schema:sdLicense https://scigraph.springernature.com/explorer/license/
    85 schema:sdPublisher Nc35e2c2c0b2f4d248275ae4c6344a511
    86 schema:url https://www.nature.com/articles/nbt.2235
    87 sgo:license sg:explorer/license/
    88 sgo:sdDataset articles
    89 rdf:type schema:ScholarlyArticle
    90 N024f8e88749743318c360dbeab1dee22 schema:inDefinedTermSet https://www.nlm.nih.gov/mesh/
    91 schema:name Computational Biology
    92 rdf:type schema:DefinedTerm
    93 N1233f44a78d145f0b3403162b7088ee1 rdf:first sg:person.01030115651.21
    94 rdf:rest Nd8696a62bd1b44e89d6cbafb91e6b46b
    95 N14c7224b4fcc4460939e22bcf6d57fdb schema:inDefinedTermSet https://www.nlm.nih.gov/mesh/
    96 schema:name Research Design
    97 rdf:type schema:DefinedTerm
    98 N2b02d41e481c48ef8e3b219878511afc schema:name nlm_unique_id
    99 schema:value 9604648
    100 rdf:type schema:PropertyValue
    101 N2ca5cba1bf3b4f6fb99496611be2ba90 rdf:first sg:person.016311745377.96
    102 rdf:rest Na0607a9bbefd4557b08fb80e60d46ef7
    103 N3056ddb0cfe545688eff56d388bd68c9 schema:name pubmed_id
    104 schema:value 22678395
    105 rdf:type schema:PropertyValue
    106 N3bc0b56612034af3b8a32a50e8dddb56 rdf:first sg:person.0707416220.12
    107 rdf:rest N7450027b2c4d4c158631ce0e193d89bc
    108 N3fef528b20a94fd79c6f3ad26bf654d2 rdf:first sg:person.01061615031.38
    109 rdf:rest Nce68001e44b34c37a9f4e3b356da7b79
    110 N550da667b7224e6fbe450f7ccab8eebb rdf:first sg:person.013751061307.10
    111 rdf:rest N917d9c43549a4d32ae20f0daec1604a6
    112 N5dd39713cc5b4315b9691fc4315fcd2a schema:inDefinedTermSet https://www.nlm.nih.gov/mesh/
    113 schema:name Metagenome
    114 rdf:type schema:DefinedTerm
    115 N71d9f8a3ac174668840bbd763f068d34 schema:inDefinedTermSet https://www.nlm.nih.gov/mesh/
    116 schema:name Sequence Analysis, DNA
    117 rdf:type schema:DefinedTerm
    118 N7450027b2c4d4c158631ce0e193d89bc rdf:first sg:person.011145155262.94
    119 rdf:rest N550da667b7224e6fbe450f7ccab8eebb
    120 N89de407716c14ce3b568d3a9e6704d28 schema:issueNumber 6
    121 rdf:type schema:PublicationIssue
    122 N8f1c6628b7344a97a7c73d8cb243b68f schema:name doi
    123 schema:value 10.1038/nbt.2235
    124 rdf:type schema:PropertyValue
    125 N917d9c43549a4d32ae20f0daec1604a6 rdf:first sg:person.01064101615.20
    126 rdf:rest Nd243191c3dc742989af16c986c81b01f
    127 N9cd00c0574c94935a0b5816945415018 schema:inDefinedTermSet https://www.nlm.nih.gov/mesh/
    128 schema:name Humans
    129 rdf:type schema:DefinedTerm
    130 N9d789baf334d44319eb227dcc6af727c schema:inDefinedTermSet https://www.nlm.nih.gov/mesh/
    131 schema:name Animals
    132 rdf:type schema:DefinedTerm
    133 Na0607a9bbefd4557b08fb80e60d46ef7 rdf:first sg:person.0777235637.90
    134 rdf:rest Na858f8697ec948dc84df0d4e3d99cadb
    135 Na858f8697ec948dc84df0d4e3d99cadb rdf:first sg:person.01223211445.99
    136 rdf:rest N3fef528b20a94fd79c6f3ad26bf654d2
    137 Nb2b0de7f60444460b566dab409c54208 schema:name dimensions_id
    138 schema:value pub.1004479793
    139 rdf:type schema:PropertyValue
    140 Nc35e2c2c0b2f4d248275ae4c6344a511 schema:name Springer Nature - SN SciGraph project
    141 rdf:type schema:Organization
    142 Nc9261ffae7844b9db6e65f2305f5f1a2 schema:inDefinedTermSet https://www.nlm.nih.gov/mesh/
    143 schema:name Metagenomics
    144 rdf:type schema:DefinedTerm
    145 Nce68001e44b34c37a9f4e3b356da7b79 rdf:first sg:person.01341475501.33
    146 rdf:rest Nee138efdc3ed4c78a2479e00a6517131
    147 Nceb91f6c888d4bb7942c6cceb8224a3f schema:name readcube_id
    148 schema:value 15588e859db1814ec0f73f842ad1cefe98d569ab820aa35147c556a9bc16cc53
    149 rdf:type schema:PropertyValue
    150 Nd243191c3dc742989af16c986c81b01f rdf:first sg:person.0727626545.37
    151 rdf:rest rdf:nil
    152 Nd8696a62bd1b44e89d6cbafb91e6b46b rdf:first sg:person.01275345266.39
    153 rdf:rest Ne8f670d25e0241e5a807e182a6062ca3
    154 Nde5dff322d9c4cceb2689a98eedbe2b8 schema:volumeNumber 30
    155 rdf:type schema:PublicationVolume
    156 Ne8f670d25e0241e5a807e182a6062ca3 rdf:first sg:person.0623154651.88
    157 rdf:rest N3bc0b56612034af3b8a32a50e8dddb56
    158 Nee138efdc3ed4c78a2479e00a6517131 rdf:first sg:person.0725061453.51
    159 rdf:rest N1233f44a78d145f0b3403162b7088ee1
    160 anzsrc-for:06 schema:inDefinedTermSet anzsrc-for:
    161 schema:name Biological Sciences
    162 rdf:type schema:DefinedTerm
    163 anzsrc-for:0605 schema:inDefinedTermSet anzsrc-for:
    164 schema:name Microbiology
    165 rdf:type schema:DefinedTerm
    166 sg:grant.2436201 http://pending.schema.org/fundedItem sg:pub.10.1038/nbt.2235
    167 rdf:type schema:MonetaryGrant
    168 sg:grant.2529347 http://pending.schema.org/fundedItem sg:pub.10.1038/nbt.2235
    169 rdf:type schema:MonetaryGrant
    170 sg:journal.1115214 schema:issn 1087-0156
    171 1546-1696
    172 schema:name Nature Biotechnology
    173 rdf:type schema:Periodical
    174 sg:person.01030115651.21 schema:affiliation https://www.grid.ac/institutes/grid.1003.2
    175 schema:familyName Hugenholtz
    176 schema:givenName Phil
    177 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01030115651.21
    178 rdf:type schema:Person
    179 sg:person.01061615031.38 schema:affiliation https://www.grid.ac/institutes/grid.464551.7
    180 schema:familyName Fierer
    181 schema:givenName Noah
    182 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01061615031.38
    183 rdf:type schema:Person
    184 sg:person.01064101615.20 schema:affiliation https://www.grid.ac/institutes/grid.12380.38
    185 schema:familyName Kowalchuk
    186 schema:givenName George A
    187 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01064101615.20
    188 rdf:type schema:Person
    189 sg:person.011145155262.94 schema:affiliation https://www.grid.ac/institutes/grid.494924.6
    190 schema:familyName Bailey
    191 schema:givenName Mark J
    192 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.011145155262.94
    193 rdf:type schema:Person
    194 sg:person.01223211445.99 schema:affiliation https://www.grid.ac/institutes/grid.494924.6
    195 schema:familyName Field
    196 schema:givenName Dawn
    197 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01223211445.99
    198 rdf:type schema:Person
    199 sg:person.01275345266.39 schema:affiliation https://www.grid.ac/institutes/grid.456068.9
    200 schema:familyName van der Lelie
    201 schema:givenName Daniel
    202 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01275345266.39
    203 rdf:type schema:Person
    204 sg:person.01341475501.33 schema:affiliation https://www.grid.ac/institutes/grid.187073.a
    205 schema:familyName Desai
    206 schema:givenName Narayan
    207 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01341475501.33
    208 rdf:type schema:Person
    209 sg:person.013751061307.10 schema:affiliation https://www.grid.ac/institutes/grid.4367.6
    210 schema:familyName Gordon
    211 schema:givenName Jeffrey I
    212 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.013751061307.10
    213 rdf:type schema:Person
    214 sg:person.016311745377.96 schema:affiliation https://www.grid.ac/institutes/grid.266190.a
    215 schema:familyName Knight
    216 schema:givenName Rob
    217 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.016311745377.96
    218 rdf:type schema:Person
    219 sg:person.0623154651.88 schema:affiliation https://www.grid.ac/institutes/grid.187073.a
    220 schema:familyName Meyer
    221 schema:givenName Folker
    222 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0623154651.88
    223 rdf:type schema:Person
    224 sg:person.0707416220.12 schema:affiliation https://www.grid.ac/institutes/grid.187073.a
    225 schema:familyName Stevens
    226 schema:givenName Rick
    227 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0707416220.12
    228 rdf:type schema:Person
    229 sg:person.0725061453.51 schema:affiliation https://www.grid.ac/institutes/grid.42505.36
    230 schema:familyName Fuhrman
    231 schema:givenName Jed A
    232 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0725061453.51
    233 rdf:type schema:Person
    234 sg:person.0727626545.37 schema:affiliation https://www.grid.ac/institutes/grid.170205.1
    235 schema:familyName Gilbert
    236 schema:givenName Jack A
    237 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0727626545.37
    238 rdf:type schema:Person
    239 sg:person.0777235637.90 schema:affiliation https://www.grid.ac/institutes/grid.451372.6
    240 schema:familyName Jansson
    241 schema:givenName Janet
    242 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0777235637.90
    243 rdf:type schema:Person
    244 sg:pub.10.1038/481145a schema:sameAs https://app.dimensions.ai/details/publication/pub.1010406789
    245 https://doi.org/10.1038/481145a
    246 rdf:type schema:CreativeWork
    247 sg:pub.10.1038/ismej.2010.138 schema:sameAs https://app.dimensions.ai/details/publication/pub.1034861261
    248 https://doi.org/10.1038/ismej.2010.138
    249 rdf:type schema:CreativeWork
    250 sg:pub.10.1038/ismej.2011.101 schema:sameAs https://app.dimensions.ai/details/publication/pub.1046253766
    251 https://doi.org/10.1038/ismej.2011.101
    252 rdf:type schema:CreativeWork
    253 sg:pub.10.1038/ismej.2011.107 schema:sameAs https://app.dimensions.ai/details/publication/pub.1049133492
    254 https://doi.org/10.1038/ismej.2011.107
    255 rdf:type schema:CreativeWork
    256 sg:pub.10.1038/ismej.2011.162 schema:sameAs https://app.dimensions.ai/details/publication/pub.1013974628
    257 https://doi.org/10.1038/ismej.2011.162
    258 rdf:type schema:CreativeWork
    259 sg:pub.10.1038/ismej.2011.197 schema:sameAs https://app.dimensions.ai/details/publication/pub.1052772799
    260 https://doi.org/10.1038/ismej.2011.197
    261 rdf:type schema:CreativeWork
    262 sg:pub.10.1038/ismej.2011.61 schema:sameAs https://app.dimensions.ai/details/publication/pub.1015829068
    263 https://doi.org/10.1038/ismej.2011.61
    264 rdf:type schema:CreativeWork
    265 sg:pub.10.1038/nature02340 schema:sameAs https://app.dimensions.ai/details/publication/pub.1023089166
    266 https://doi.org/10.1038/nature02340
    267 rdf:type schema:CreativeWork
    268 sg:pub.10.1038/nature05414 schema:sameAs https://app.dimensions.ai/details/publication/pub.1023893418
    269 https://doi.org/10.1038/nature05414
    270 rdf:type schema:CreativeWork
    271 sg:pub.10.1038/nature06269 schema:sameAs https://app.dimensions.ai/details/publication/pub.1052833330
    272 https://doi.org/10.1038/nature06269
    273 rdf:type schema:CreativeWork
    274 sg:pub.10.1038/nature06810 schema:sameAs https://app.dimensions.ai/details/publication/pub.1047805213
    275 https://doi.org/10.1038/nature06810
    276 rdf:type schema:CreativeWork
    277 sg:pub.10.1038/nature07540 schema:sameAs https://app.dimensions.ai/details/publication/pub.1030170002
    278 https://doi.org/10.1038/nature07540
    279 rdf:type schema:CreativeWork
    280 sg:pub.10.1038/nature08656 schema:sameAs https://app.dimensions.ai/details/publication/pub.1013886837
    281 https://doi.org/10.1038/nature08656
    282 rdf:type schema:CreativeWork
    283 sg:pub.10.1038/nature08821 schema:sameAs https://app.dimensions.ai/details/publication/pub.1050498034
    284 https://doi.org/10.1038/nature08821
    285 rdf:type schema:CreativeWork
    286 sg:pub.10.1038/nature09199 schema:sameAs https://app.dimensions.ai/details/publication/pub.1031776599
    287 https://doi.org/10.1038/nature09199
    288 rdf:type schema:CreativeWork
    289 sg:pub.10.1038/nature09944 schema:sameAs https://app.dimensions.ai/details/publication/pub.1026204536
    290 https://doi.org/10.1038/nature09944
    291 rdf:type schema:CreativeWork
    292 sg:pub.10.1038/nature10576 schema:sameAs https://app.dimensions.ai/details/publication/pub.1009049768
    293 https://doi.org/10.1038/nature10576
    294 rdf:type schema:CreativeWork
    295 sg:pub.10.1038/nbt.1823 schema:sameAs https://app.dimensions.ai/details/publication/pub.1005906569
    296 https://doi.org/10.1038/nbt.1823
    297 rdf:type schema:CreativeWork
    298 sg:pub.10.1038/nchem.1149 schema:sameAs https://app.dimensions.ai/details/publication/pub.1052860696
    299 https://doi.org/10.1038/nchem.1149
    300 rdf:type schema:CreativeWork
    301 sg:pub.10.1038/nmeth.1975 schema:sameAs https://app.dimensions.ai/details/publication/pub.1027354204
    302 https://doi.org/10.1038/nmeth.1975
    303 rdf:type schema:CreativeWork
    304 sg:pub.10.1038/nmeth.f.303 schema:sameAs https://app.dimensions.ai/details/publication/pub.1009032055
    305 https://doi.org/10.1038/nmeth.f.303
    306 rdf:type schema:CreativeWork
    307 sg:pub.10.1038/nrmicro1931 schema:sameAs https://app.dimensions.ai/details/publication/pub.1035653993
    308 https://doi.org/10.1038/nrmicro1931
    309 rdf:type schema:CreativeWork
    310 sg:pub.10.1186/1471-2105-9-386 schema:sameAs https://app.dimensions.ai/details/publication/pub.1006083026
    311 https://doi.org/10.1186/1471-2105-9-386
    312 rdf:type schema:CreativeWork
    313 sg:pub.10.1186/gb-2010-11-5-210 schema:sameAs https://app.dimensions.ai/details/publication/pub.1042123396
    314 https://doi.org/10.1186/gb-2010-11-5-210
    315 rdf:type schema:CreativeWork
    316 sg:pub.10.1186/gb-2011-12-5-r50 schema:sameAs https://app.dimensions.ai/details/publication/pub.1050643751
    317 https://doi.org/10.1186/gb-2011-12-5-r50
    318 rdf:type schema:CreativeWork
    319 sg:pub.10.4056/aigs.1443528 schema:sameAs https://app.dimensions.ai/details/publication/pub.1051440192
    320 https://doi.org/10.4056/aigs.1443528
    321 rdf:type schema:CreativeWork
    322 https://doi.org/10.1016/j.copbio.2011.12.017 schema:sameAs https://app.dimensions.ai/details/publication/pub.1013897375
    323 rdf:type schema:CreativeWork
    324 https://doi.org/10.1073/pnas.0611525104 schema:sameAs https://app.dimensions.ai/details/publication/pub.1050913510
    325 rdf:type schema:CreativeWork
    326 https://doi.org/10.1073/pnas.0706625104 schema:sameAs https://app.dimensions.ai/details/publication/pub.1051890432
    327 rdf:type schema:CreativeWork
    328 https://doi.org/10.1073/pnas.0901529106 schema:sameAs https://app.dimensions.ai/details/publication/pub.1044817037
    329 rdf:type schema:CreativeWork
    330 https://doi.org/10.1073/pnas.1000080107 schema:sameAs https://app.dimensions.ai/details/publication/pub.1019627885
    331 rdf:type schema:CreativeWork
    332 https://doi.org/10.1073/pnas.1000097107 schema:sameAs https://app.dimensions.ai/details/publication/pub.1024137469
    333 rdf:type schema:CreativeWork
    334 https://doi.org/10.1073/pnas.1000162107 schema:sameAs https://app.dimensions.ai/details/publication/pub.1047845298
    335 rdf:type schema:CreativeWork
    336 https://doi.org/10.1073/pnas.1002611107 schema:sameAs https://app.dimensions.ai/details/publication/pub.1025481271
    337 rdf:type schema:CreativeWork
    338 https://doi.org/10.1073/pnas.95.12.6578 schema:sameAs https://app.dimensions.ai/details/publication/pub.1003821328
    339 rdf:type schema:CreativeWork
    340 https://doi.org/10.1093/nar/gkr1044 schema:sameAs https://app.dimensions.ai/details/publication/pub.1028349189
    341 rdf:type schema:CreativeWork
    342 https://doi.org/10.1093/nar/gkr975 schema:sameAs https://app.dimensions.ai/details/publication/pub.1009857440
    343 rdf:type schema:CreativeWork
    344 https://doi.org/10.1111/j.1462-2920.2009.02017.x schema:sameAs https://app.dimensions.ai/details/publication/pub.1021785415
    345 rdf:type schema:CreativeWork
    346 https://doi.org/10.1111/j.1462-2920.2010.02201.x schema:sameAs https://app.dimensions.ai/details/publication/pub.1018800338
    347 rdf:type schema:CreativeWork
    348 https://doi.org/10.1126/science.1107851 schema:sameAs https://app.dimensions.ai/details/publication/pub.1032827529
    349 rdf:type schema:CreativeWork
    350 https://doi.org/10.1126/science.1120250 schema:sameAs https://app.dimensions.ai/details/publication/pub.1003341152
    351 rdf:type schema:CreativeWork
    352 https://doi.org/10.1126/science.1124234 schema:sameAs https://app.dimensions.ai/details/publication/pub.1006869298
    353 rdf:type schema:CreativeWork
    354 https://doi.org/10.1126/science.1153213 schema:sameAs https://app.dimensions.ai/details/publication/pub.1053637244
    355 rdf:type schema:CreativeWork
    356 https://doi.org/10.1126/science.1155725 schema:sameAs https://app.dimensions.ai/details/publication/pub.1047129566
    357 rdf:type schema:CreativeWork
    358 https://doi.org/10.1126/science.1177486 schema:sameAs https://app.dimensions.ai/details/publication/pub.1019669855
    359 rdf:type schema:CreativeWork
    360 https://doi.org/10.1126/science.1198719 schema:sameAs https://app.dimensions.ai/details/publication/pub.1049041229
    361 rdf:type schema:CreativeWork
    362 https://doi.org/10.1126/science.1200387 schema:sameAs https://app.dimensions.ai/details/publication/pub.1062464332
    363 rdf:type schema:CreativeWork
    364 https://doi.org/10.1126/science.1208344 schema:sameAs https://app.dimensions.ai/details/publication/pub.1015324311
    365 rdf:type schema:CreativeWork
    366 https://doi.org/10.1128/microbe.6.309.1 schema:sameAs https://app.dimensions.ai/details/publication/pub.1062729978
    367 rdf:type schema:CreativeWork
    368 https://doi.org/10.1371/journal.pbio.0050077 schema:sameAs https://app.dimensions.ai/details/publication/pub.1012896623
    369 rdf:type schema:CreativeWork
    370 https://doi.org/10.1371/journal.pbio.1001088 schema:sameAs https://app.dimensions.ai/details/publication/pub.1023892352
    371 rdf:type schema:CreativeWork
    372 https://doi.org/10.1371/journal.pone.0015545 schema:sameAs https://app.dimensions.ai/details/publication/pub.1044682001
    373 rdf:type schema:CreativeWork
    374 https://doi.org/10.1371/journal.pone.0019223 schema:sameAs https://app.dimensions.ai/details/publication/pub.1023883335
    375 rdf:type schema:CreativeWork
    376 https://doi.org/10.1371/journal.pone.0024570 schema:sameAs https://app.dimensions.ai/details/publication/pub.1028724511
    377 rdf:type schema:CreativeWork
    378 https://www.grid.ac/institutes/grid.1003.2 schema:alternateName University of Queensland
    379 schema:name Australian Centre for Ecogenomics, School of Chemistry and Molecular Biosciences & Institute for Molecular Bioscience, The University of Queensland, St. Lucia, Australia.
    380 rdf:type schema:Organization
    381 https://www.grid.ac/institutes/grid.12380.38 schema:alternateName VU University Amsterdam
    382 schema:name Institute of Ecological Science, VU University Amsterdam, Amsterdam, The Netherlands.
    383 Netherlands Institute of Ecology (NIOO-KNAW), Wageningen, The Netherlands.
    384 rdf:type schema:Organization
    385 https://www.grid.ac/institutes/grid.170205.1 schema:alternateName University of Chicago
    386 schema:name Argonne National Laboratory, Argonne, Illinois, USA.
    387 Department of Ecology and Evolution, University of Chicago, Chicago, Illinois, USA.
    388 rdf:type schema:Organization
    389 https://www.grid.ac/institutes/grid.187073.a schema:alternateName Argonne National Laboratory
    390 schema:name Argonne National Laboratory, Argonne, Illinois, USA.
    391 The Computation Institute, University of Chicago, Chicago, Illinois, USA.
    392 rdf:type schema:Organization
    393 https://www.grid.ac/institutes/grid.266190.a schema:alternateName University of Colorado Boulder
    394 schema:name Howard Hughes Medical Institute and Department of Chemistry & Biochemistry, University of Colorado at Boulder, Boulder, Colorado, USA.
    395 rdf:type schema:Organization
    396 https://www.grid.ac/institutes/grid.42505.36 schema:alternateName University of Southern California
    397 schema:name Department of Biological Sciences, University of Southern California, Los Angeles, California, USA.
    398 rdf:type schema:Organization
    399 https://www.grid.ac/institutes/grid.4367.6 schema:alternateName Washington University in St. Louis
    400 schema:name Center for Genome Sciences and Systems Biology, Washington University School of Medicine, St. Louis, Missouri, USA.
    401 rdf:type schema:Organization
    402 https://www.grid.ac/institutes/grid.451372.6 schema:alternateName Joint BioEnergy Institute
    403 schema:name Joint Bioenergy Institute, Emeryville, California, USA.
    404 Lawrence Berkeley National Laboratory, Earth Sciences Division, Berkeley, California, USA.
    405 Lawrence Berkeley National Laboratory, Joint Genome Institute, Walnut Creek, California, USA.
    406 rdf:type schema:Organization
    407 https://www.grid.ac/institutes/grid.456068.9 schema:alternateName Rugate Technologies (United States)
    408 schema:name RTI, Research Triangle Park, Durham, North Carolina, USA.
    409 rdf:type schema:Organization
    410 https://www.grid.ac/institutes/grid.464551.7 schema:alternateName Cooperative Institute for Research in Environmental Sciences
    411 schema:name Department of Ecology and Evolutionary Biology, Cooperative Institute for Research in Environmental Sciences, University of Colorado at Boulder, Boulder, Colorado, USA.
    412 rdf:type schema:Organization
    413 https://www.grid.ac/institutes/grid.494924.6 schema:alternateName Centre for Ecology and Hydrology
    414 schema:name Centre for Ecology & Hydrology, Wallingford, Oxford, UK.
    415 rdf:type schema:Organization
     




    Preview window. Press ESC to close (or click here)


    ...