A communal catalogue reveals Earth’s multiscale microbial diversity View Full Text


Ontology type: schema:ScholarlyArticle      Open Access: True


Article Info

DATE

2017-11-01

AUTHORS

Luke R. Thompson, Jon G. Sanders, Daniel McDonald, Amnon Amir, Joshua Ladau, Kenneth J. Locey, Robert J. Prill, Anupriya Tripathi, Sean M. Gibbons, Gail Ackermann, Jose A. Navas-Molina, Stefan Janssen, Evguenia Kopylova, Yoshiki Vázquez-Baeza, Antonio González, James T. Morton, Siavash Mirarab, Zhenjiang Zech Xu, Lingjing Jiang, Mohamed F. Haroon, Jad Kanbar, Qiyun Zhu, Se Jin Song, Tomasz Kosciolek, Nicholas A. Bokulich, Joshua Lefler, Colin J. Brislawn, Gregory Humphrey, Sarah M. Owens, Jarrad Hampton-Marcell, Donna Berg-Lyons, Valerie McKenzie, Noah Fierer, Jed A. Fuhrman, Aaron Clauset, Rick L. Stevens, Ashley Shade, Katherine S. Pollard, Kelly D. Goodwin, Janet K. Jansson, Jack A. Gilbert, Rob Knight

ABSTRACT

Our growing awareness of the microbial world’s importance and diversity contrasts starkly with our limited understanding of its fundamental structure. Despite recent advances in DNA sequencing, a lack of standardized protocols and common analytical frameworks impedes comparisons among studies, hindering the development of global inferences about microbial life on Earth. Here we present a meta-analysis of microbial community samples collected by hundreds of researchers for the Earth Microbiome Project. Coordinated protocols and new analytical methods, particularly the use of exact sequences instead of clustered operational taxonomic units, enable bacterial and archaeal ribosomal RNA gene sequences to be followed across multiple studies and allow us to explore patterns of diversity at an unprecedented scale. The result is both a reference database giving global context to DNA sequence data and a framework for incorporating data from future studies, fostering increasingly complete characterization of Earth’s microbial diversity. More... »

PAGES

457-463

References to SciGraph publications

  • 2009-08-27. Fast UniFrac: facilitating high-throughput phylogenetic analyses of microbial communities including analysis of pyrosequencing and PhyloChip data in THE ISME JOURNAL: MULTIDISCIPLINARY JOURNAL OF MICROBIAL ECOLOGY
  • 2010-10-30. pplacer: linear time maximum-likelihood and Bayesian phylogenetic placement of sequences onto a fixed reference tree in BMC BIOINFORMATICS
  • 2011-12-01. An improved Greengenes taxonomy with explicit ranks for ecological and evolutionary analyses of bacteria and archaea in THE ISME JOURNAL: MULTIDISCIPLINARY JOURNAL OF MICROBIAL ECOLOGY
  • 2010-11. Meeting Report: The Terabase Metagenomics Workshop and the Vision of an Earth Microbiome Project in ENVIRONMENTAL MICROBIOME
  • 2012-03-08. Ultra-high-throughput microbial community analysis on the Illumina HiSeq and MiSeq platforms in THE ISME JOURNAL: MULTIDISCIPLINARY JOURNAL OF MICROBIAL ECOLOGY
  • 2016-02-01. Metagenomics uncovers gaps in amplicon-based detection of microbial diversity in NATURE MICROBIOLOGY
  • 2011-07-17. Bayesian community-wide culture-independent microbial source tracking in NATURE METHODS
  • 2014-11-30. An ontology for microbial phenotypes in BMC MICROBIOLOGY
  • 2013-04-11. A meta-analysis of changes in bacterial and archaeal communities with time in THE ISME JOURNAL: MULTIDISCIPLINARY JOURNAL OF MICROBIAL ECOLOGY
  • 2016-01-11. Low diversity of planktonic bacteria in the tropical ocean in SCIENTIFIC REPORTS
  • 2012-01-31. Uberon, an integrative multi-species anatomy ontology in GENOME BIOLOGY
  • 2016-07-05. Temperature mediates continental-scale diversity of microbes in forest soils in NATURE COMMUNICATIONS
  • 2013-08-25. Predictive functional profiling of microbial communities using 16S rRNA marker gene sequences in NATURE BIOTECHNOLOGY
  • 2011-03-24. Marine bacterial, archaeal and protistan association networks reveal ecological linkages in THE ISME JOURNAL: MULTIDISCIPLINARY JOURNAL OF MICROBIAL ECOLOGY
  • 2013-03-21. Global marine bacterial diversity peaks at high latitudes in winter in THE ISME JOURNAL: MULTIDISCIPLINARY JOURNAL OF MICROBIAL ECOLOGY
  • 2014-08-22. The Earth Microbiome project: successes and aspirations in BMC BIOLOGY
  • 2016-01-13. Diet-induced extinctions in the gut microbiota compound over generations in NATURE
  • 2015-11-13. Decreases in average bacterial community rRNA operon copy number during succession in THE ISME JOURNAL: MULTIDISCIPLINARY JOURNAL OF MICROBIAL ECOLOGY
  • 2014-03-07. The founding charter of the Genomic Observatories Network in GIGASCIENCE
  • 2016-04-11. A new view of the tree of life in NATURE MICROBIOLOGY
  • 2016-07-25. Systematic improvement of amplicon marker gene methods for increased accuracy in microbiome studies in NATURE BIOTECHNOLOGY
  • 2016-02-25. A multiple testing procedure for multi-dimensional pairwise comparisons with application to gene expression studies in BMC BIOINFORMATICS
  • 2012-07-12. The Biological Observation Matrix (BIOM) format or: how I learned to stop worrying and love the ome-ome in GIGASCIENCE
  • 2008-10. Worlds within worlds: evolution of the vertebrate gut microbiota in NATURE REVIEWS MICROBIOLOGY
  • 2010-04-11. QIIME allows analysis of high-throughput community sequencing data in NATURE METHODS
  • 2017-01-04. pH is the primary determinant of the bacterial community structure in agricultural soils impacted by polycyclic aromatic hydrocarbon pollution in SCIENTIFIC REPORTS
  • 2014-11-12. Reagent and laboratory contamination can critically impact sequence-based microbiome analyses in BMC BIOLOGY
  • 2016-07-07. Genomic characterization of the uncultured Bacteroidales family S24-7 inhabiting the guts of homeothermic animals in MICROBIOME
  • 2016-08-26. Quantifying human impact on Earth's microbiome in NATURE MICROBIOLOGY
  • 2013-12-11. The environment ontology: contextualising biological and biomedical entities in JOURNAL OF BIOMEDICAL SEMANTICS
  • 2011-05-06. Minimum information about a marker gene sequence (MIMARKS) and minimum information about any (x) sequence (MIxS) specifications in NATURE BIOTECHNOLOGY
  • 2016-09-23. The environment ontology in 2016: bridging domains with increased scope, semantic density, and interoperation in JOURNAL OF BIOMEDICAL SEMANTICS
  • 1993-12. The measure of order and disorder in the distribution of species in fragmented habitat in OECOLOGIA
  • 2017-07-21. Exact sequence variants should replace operational taxonomic units in marker-gene data analysis in THE ISME JOURNAL: MULTIDISCIPLINARY JOURNAL OF MICROBIAL ECOLOGY
  • 2013-09-23. Going back to the roots: the microbial ecology of the rhizosphere in NATURE REVIEWS MICROBIOLOGY
  • 2013-11-26. EMPeror: a tool for visualizing high-throughput microbial community data in GIGASCIENCE
  • Journal

    TITLE

    Nature

    ISSUE

    7681

    VOLUME

    551

    Author Affiliations

  • Ocean Chemistry and Ecosystems Division, Atlantic Oceanographic and Meteorological Laboratory, National Oceanic and Atmospheric Administration, stationed at Southwest Fisheries Science Center, La Jolla, California, USA
  • Department of Pediatrics, University of California San Diego, La Jolla, California, USA
  • The Gladstone Institutes and University of California San Francisco, San Francisco, California, USA
  • Department of Biology, Indiana University, Bloomington, Indiana, USA
  • Industrial and Applied Genomics, IBM Almaden Research Center, San Jose, California, USA
  • Skaggs School of Pharmacy, University of California San Diego, La Jolla, California, USA
  • The Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
  • Department of Computer Science and Engineering, University of California San Diego, La Jolla, California, USA
  • Department of Electrical and Computer Engineering, University of California San Diego, La Jolla, California, USA
  • Department of Family Medicine and Public Health, University of California San Diego, La Jolla, California, USA
  • Department of Organismic and Evolutionary Biology, Harvard University, Cambridge, Massachusetts, USA
  • Pathogen and Microbiome Institute, Northern Arizona University, Flagstaff, Arizona, USA
  • Earth and Biological Sciences Directorate, Pacific Northwest National Laboratory, Richland, Washington, USA
  • Biosciences Division, Argonne National Laboratory, Argonne, Illinois, USA
  • Department of Biological Sciences, University of Illinois at Chicago, Chicago, Illinois, USA
  • BioFrontiers Institute, University of Colorado, Boulder, Colorado, USA
  • Department of Ecology and Evolutionary Biology, University of Colorado, Boulder, Colorado, USA
  • Cooperative Institute for Research in Environmental Sciences, University of Colorado, Boulder, Colorado, USA
  • Department of Biological Sciences, University of Southern California, Los Angeles, California, USA
  • Department of Computer Science, University of Colorado, Boulder, Colorado, USA
  • Department of Computer Science, University of Chicago, Chicago, Illinois, USA
  • Program in Ecology, Evolutionary Biology and Behavior, Michigan State University, East Lansing, Michigan, USA
  • Department of Surgery, University of Chicago, Chicago, Illinois, USA
  • Center for Microbiome Innovation, University of California San Diego, La Jolla, California, USA
  • Identifiers

    URI

    http://scigraph.springernature.com/pub.10.1038/nature24621

    DOI

    http://dx.doi.org/10.1038/nature24621

    DIMENSIONS

    https://app.dimensions.ai/details/publication/pub.1092446313

    PUBMED

    https://www.ncbi.nlm.nih.gov/pubmed/29088705


    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/2008/06", 
            "inDefinedTermSet": "http://purl.org/au-research/vocabulary/anzsrc-for/2008/", 
            "name": "Biological Sciences", 
            "type": "DefinedTerm"
          }, 
          {
            "id": "http://purl.org/au-research/vocabulary/anzsrc-for/2008/0604", 
            "inDefinedTermSet": "http://purl.org/au-research/vocabulary/anzsrc-for/2008/", 
            "name": "Genetics", 
            "type": "DefinedTerm"
          }, 
          {
            "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"
          }, 
          {
            "inDefinedTermSet": "https://www.nlm.nih.gov/mesh/", 
            "name": "Animals", 
            "type": "DefinedTerm"
          }, 
          {
            "inDefinedTermSet": "https://www.nlm.nih.gov/mesh/", 
            "name": "Archaea", 
            "type": "DefinedTerm"
          }, 
          {
            "inDefinedTermSet": "https://www.nlm.nih.gov/mesh/", 
            "name": "Bacteria", 
            "type": "DefinedTerm"
          }, 
          {
            "inDefinedTermSet": "https://www.nlm.nih.gov/mesh/", 
            "name": "Biodiversity", 
            "type": "DefinedTerm"
          }, 
          {
            "inDefinedTermSet": "https://www.nlm.nih.gov/mesh/", 
            "name": "Earth, Planet", 
            "type": "DefinedTerm"
          }, 
          {
            "inDefinedTermSet": "https://www.nlm.nih.gov/mesh/", 
            "name": "Ecology", 
            "type": "DefinedTerm"
          }, 
          {
            "inDefinedTermSet": "https://www.nlm.nih.gov/mesh/", 
            "name": "Gene Dosage", 
            "type": "DefinedTerm"
          }, 
          {
            "inDefinedTermSet": "https://www.nlm.nih.gov/mesh/", 
            "name": "Geographic Mapping", 
            "type": "DefinedTerm"
          }, 
          {
            "inDefinedTermSet": "https://www.nlm.nih.gov/mesh/", 
            "name": "Humans", 
            "type": "DefinedTerm"
          }, 
          {
            "inDefinedTermSet": "https://www.nlm.nih.gov/mesh/", 
            "name": "Microbiota", 
            "type": "DefinedTerm"
          }, 
          {
            "inDefinedTermSet": "https://www.nlm.nih.gov/mesh/", 
            "name": "Plants", 
            "type": "DefinedTerm"
          }, 
          {
            "inDefinedTermSet": "https://www.nlm.nih.gov/mesh/", 
            "name": "RNA, Ribosomal, 16S", 
            "type": "DefinedTerm"
          }
        ], 
        "author": [
          {
            "affiliation": {
              "alternateName": "Ocean Chemistry and Ecosystems Division, Atlantic Oceanographic and Meteorological Laboratory, National Oceanic and Atmospheric Administration, stationed at Southwest Fisheries Science Center, La Jolla, California, USA", 
              "id": "http://www.grid.ac/institutes/grid.473842.e", 
              "name": [
                "Department of Pediatrics, University of California San Diego, La Jolla, California, USA", 
                "Department of Biological Sciences and Northern Gulf Institute, University of Southern Mississippi, Hattiesburg, Mississippi, USA", 
                "Ocean Chemistry and Ecosystems Division, Atlantic Oceanographic and Meteorological Laboratory, National Oceanic and Atmospheric Administration, stationed at Southwest Fisheries Science Center, La Jolla, California, USA"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Thompson", 
            "givenName": "Luke R.", 
            "id": "sg:person.0636610100.87", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0636610100.87"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "Department of Pediatrics, University of California San Diego, La Jolla, California, USA", 
              "id": "http://www.grid.ac/institutes/grid.266100.3", 
              "name": [
                "Department of Pediatrics, University of California San Diego, La Jolla, California, USA"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Sanders", 
            "givenName": "Jon G.", 
            "id": "sg:person.0763606526.69", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0763606526.69"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "Department of Pediatrics, University of California San Diego, La Jolla, California, USA", 
              "id": "http://www.grid.ac/institutes/grid.266100.3", 
              "name": [
                "Department of Pediatrics, University of California San Diego, La Jolla, California, USA"
              ], 
              "type": "Organization"
            }, 
            "familyName": "McDonald", 
            "givenName": "Daniel", 
            "id": "sg:person.01324411177.44", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01324411177.44"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "Department of Pediatrics, University of California San Diego, La Jolla, California, USA", 
              "id": "http://www.grid.ac/institutes/grid.266100.3", 
              "name": [
                "Department of Pediatrics, University of California San Diego, La Jolla, California, USA"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Amir", 
            "givenName": "Amnon", 
            "id": "sg:person.01163102774.24", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01163102774.24"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "The Gladstone Institutes and University of California San Francisco, San Francisco, California, USA", 
              "id": "http://www.grid.ac/institutes/grid.266102.1", 
              "name": [
                "The Gladstone Institutes and University of California San Francisco, San Francisco, California, USA"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Ladau", 
            "givenName": "Joshua", 
            "id": "sg:person.01121611663.44", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01121611663.44"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "Department of Biology, Indiana University, Bloomington, Indiana, USA", 
              "id": "http://www.grid.ac/institutes/grid.411377.7", 
              "name": [
                "Department of Biology, Indiana University, Bloomington, Indiana, USA"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Locey", 
            "givenName": "Kenneth J.", 
            "id": "sg:person.0636247573.15", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0636247573.15"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "Industrial and Applied Genomics, IBM Almaden Research Center, San Jose, California, USA", 
              "id": "http://www.grid.ac/institutes/grid.481551.c", 
              "name": [
                "Industrial and Applied Genomics, IBM Almaden Research Center, San Jose, California, USA"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Prill", 
            "givenName": "Robert J.", 
            "id": "sg:person.01207335541.37", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01207335541.37"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "Skaggs School of Pharmacy, University of California San Diego, La Jolla, California, USA", 
              "id": "http://www.grid.ac/institutes/grid.266100.3", 
              "name": [
                "Department of Pediatrics, University of California San Diego, La Jolla, California, USA", 
                "Division of Biological Sciences, University of California San Diego, La Jolla, California, USA", 
                "Skaggs School of Pharmacy, University of California San Diego, La Jolla, California, USA"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Tripathi", 
            "givenName": "Anupriya", 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "The Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA", 
              "id": "http://www.grid.ac/institutes/grid.66859.34", 
              "name": [
                "Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts, USA", 
                "The Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Gibbons", 
            "givenName": "Sean M.", 
            "id": "sg:person.0773016300.66", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0773016300.66"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "Department of Pediatrics, University of California San Diego, La Jolla, California, USA", 
              "id": "http://www.grid.ac/institutes/grid.266100.3", 
              "name": [
                "Department of Pediatrics, University of California San Diego, La Jolla, California, USA"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Ackermann", 
            "givenName": "Gail", 
            "id": "sg:person.0740540226.01", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0740540226.01"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "Department of Computer Science and Engineering, University of California San Diego, La Jolla, California, USA", 
              "id": "http://www.grid.ac/institutes/grid.266100.3", 
              "name": [
                "Department of Pediatrics, University of California San Diego, La Jolla, California, USA", 
                "Department of Computer Science and Engineering, University of California San Diego, La Jolla, California, USA"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Navas-Molina", 
            "givenName": "Jose A.", 
            "id": "sg:person.01276703560.51", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01276703560.51"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "Department of Pediatrics, University of California San Diego, La Jolla, California, USA", 
              "id": "http://www.grid.ac/institutes/grid.266100.3", 
              "name": [
                "Department of Pediatrics, University of California San Diego, La Jolla, California, USA"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Janssen", 
            "givenName": "Stefan", 
            "id": "sg:person.0667244774.42", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0667244774.42"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "Department of Pediatrics, University of California San Diego, La Jolla, California, USA", 
              "id": "http://www.grid.ac/institutes/grid.266100.3", 
              "name": [
                "Department of Pediatrics, University of California San Diego, La Jolla, California, USA"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Kopylova", 
            "givenName": "Evguenia", 
            "id": "sg:person.0712665654.32", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0712665654.32"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "Department of Computer Science and Engineering, University of California San Diego, La Jolla, California, USA", 
              "id": "http://www.grid.ac/institutes/grid.266100.3", 
              "name": [
                "Department of Pediatrics, University of California San Diego, La Jolla, California, USA", 
                "Department of Computer Science and Engineering, University of California San Diego, La Jolla, California, USA"
              ], 
              "type": "Organization"
            }, 
            "familyName": "V\u00e1zquez-Baeza", 
            "givenName": "Yoshiki", 
            "id": "sg:person.01113460501.49", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01113460501.49"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "Department of Pediatrics, University of California San Diego, La Jolla, California, USA", 
              "id": "http://www.grid.ac/institutes/grid.266100.3", 
              "name": [
                "Department of Pediatrics, University of California San Diego, La Jolla, California, USA"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Gonz\u00e1lez", 
            "givenName": "Antonio", 
            "id": "sg:person.01301120245.46", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01301120245.46"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "Department of Computer Science and Engineering, University of California San Diego, La Jolla, California, USA", 
              "id": "http://www.grid.ac/institutes/grid.266100.3", 
              "name": [
                "Department of Pediatrics, University of California San Diego, La Jolla, California, USA", 
                "Department of Computer Science and Engineering, University of California San Diego, La Jolla, California, USA"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Morton", 
            "givenName": "James T.", 
            "id": "sg:person.07611006373.15", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.07611006373.15"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "Department of Electrical and Computer Engineering, University of California San Diego, La Jolla, California, USA", 
              "id": "http://www.grid.ac/institutes/grid.266100.3", 
              "name": [
                "Department of Electrical and Computer Engineering, University of California San Diego, La Jolla, California, USA"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Mirarab", 
            "givenName": "Siavash", 
            "id": "sg:person.0645732562.90", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0645732562.90"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "Department of Pediatrics, University of California San Diego, La Jolla, California, USA", 
              "id": "http://www.grid.ac/institutes/grid.266100.3", 
              "name": [
                "Department of Pediatrics, University of California San Diego, La Jolla, California, USA"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Zech Xu", 
            "givenName": "Zhenjiang", 
            "id": "sg:person.01036661066.18", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01036661066.18"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "Department of Family Medicine and Public Health, University of California San Diego, La Jolla, California, USA", 
              "id": "http://www.grid.ac/institutes/grid.266100.3", 
              "name": [
                "Department of Pediatrics, University of California San Diego, La Jolla, California, USA", 
                "Department of Family Medicine and Public Health, University of California San Diego, La Jolla, California, USA"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Jiang", 
            "givenName": "Lingjing", 
            "id": "sg:person.015020154367.76", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.015020154367.76"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "Department of Organismic and Evolutionary Biology, Harvard University, Cambridge, Massachusetts, USA", 
              "id": "http://www.grid.ac/institutes/grid.38142.3c", 
              "name": [
                "Department of Organismic and Evolutionary Biology, Harvard University, Cambridge, Massachusetts, USA"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Haroon", 
            "givenName": "Mohamed F.", 
            "id": "sg:person.0607572706.63", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0607572706.63"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "Department of Pediatrics, University of California San Diego, La Jolla, California, USA", 
              "id": "http://www.grid.ac/institutes/grid.266100.3", 
              "name": [
                "Department of Pediatrics, University of California San Diego, La Jolla, California, USA"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Kanbar", 
            "givenName": "Jad", 
            "id": "sg:person.01365407770.40", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01365407770.40"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "Department of Pediatrics, University of California San Diego, La Jolla, California, USA", 
              "id": "http://www.grid.ac/institutes/grid.266100.3", 
              "name": [
                "Department of Pediatrics, University of California San Diego, La Jolla, California, USA"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Zhu", 
            "givenName": "Qiyun", 
            "id": "sg:person.011522220701.89", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.011522220701.89"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "Department of Pediatrics, University of California San Diego, La Jolla, California, USA", 
              "id": "http://www.grid.ac/institutes/grid.266100.3", 
              "name": [
                "Department of Pediatrics, University of California San Diego, La Jolla, California, USA"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Jin Song", 
            "givenName": "Se", 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "Department of Pediatrics, University of California San Diego, La Jolla, California, USA", 
              "id": "http://www.grid.ac/institutes/grid.266100.3", 
              "name": [
                "Department of Pediatrics, University of California San Diego, La Jolla, California, USA"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Kosciolek", 
            "givenName": "Tomasz", 
            "id": "sg:person.07522343062.47", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.07522343062.47"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "Pathogen and Microbiome Institute, Northern Arizona University, Flagstaff, Arizona, USA", 
              "id": "http://www.grid.ac/institutes/grid.261120.6", 
              "name": [
                "Pathogen and Microbiome Institute, Northern Arizona University, Flagstaff, Arizona, USA"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Bokulich", 
            "givenName": "Nicholas A.", 
            "id": "sg:person.0577140345.32", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0577140345.32"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "Department of Pediatrics, University of California San Diego, La Jolla, California, USA", 
              "id": "http://www.grid.ac/institutes/grid.266100.3", 
              "name": [
                "Department of Pediatrics, University of California San Diego, La Jolla, California, USA"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Lefler", 
            "givenName": "Joshua", 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "Earth and Biological Sciences Directorate, Pacific Northwest National Laboratory, Richland, Washington, USA", 
              "id": "http://www.grid.ac/institutes/grid.451303.0", 
              "name": [
                "Earth and Biological Sciences Directorate, Pacific Northwest National Laboratory, Richland, Washington, USA"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Brislawn", 
            "givenName": "Colin J.", 
            "id": "sg:person.01061722456.58", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01061722456.58"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "Department of Pediatrics, University of California San Diego, La Jolla, California, USA", 
              "id": "http://www.grid.ac/institutes/grid.266100.3", 
              "name": [
                "Department of Pediatrics, University of California San Diego, La Jolla, California, USA"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Humphrey", 
            "givenName": "Gregory", 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "Biosciences Division, Argonne National Laboratory, Argonne, Illinois, USA", 
              "id": "http://www.grid.ac/institutes/grid.187073.a", 
              "name": [
                "Biosciences Division, Argonne National Laboratory, Argonne, Illinois, USA"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Owens", 
            "givenName": "Sarah M.", 
            "id": "sg:person.0746341376.67", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0746341376.67"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "Department of Biological Sciences, University of Illinois at Chicago, Chicago, Illinois, USA", 
              "id": "http://www.grid.ac/institutes/grid.185648.6", 
              "name": [
                "Biosciences Division, Argonne National Laboratory, Argonne, Illinois, USA", 
                "Department of Biological Sciences, University of Illinois at Chicago, Chicago, Illinois, USA"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Hampton-Marcell", 
            "givenName": "Jarrad", 
            "id": "sg:person.01247573421.51", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01247573421.51"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "BioFrontiers Institute, University of Colorado, Boulder, Colorado, USA", 
              "id": "http://www.grid.ac/institutes/grid.266190.a", 
              "name": [
                "BioFrontiers Institute, University of Colorado, Boulder, Colorado, USA"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Berg-Lyons", 
            "givenName": "Donna", 
            "id": "sg:person.01052515632.74", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01052515632.74"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "Department of Ecology and Evolutionary Biology, University of Colorado, Boulder, Colorado, USA", 
              "id": "http://www.grid.ac/institutes/grid.266190.a", 
              "name": [
                "Department of Ecology and Evolutionary Biology, University of Colorado, Boulder, Colorado, USA"
              ], 
              "type": "Organization"
            }, 
            "familyName": "McKenzie", 
            "givenName": "Valerie", 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "Cooperative Institute for Research in Environmental Sciences, University of Colorado, Boulder, Colorado, USA", 
              "id": "http://www.grid.ac/institutes/grid.464551.7", 
              "name": [
                "Department of Ecology and Evolutionary Biology, University of Colorado, Boulder, Colorado, USA", 
                "Cooperative Institute for Research in Environmental Sciences, University of Colorado, 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": "Department of Biological Sciences, University of Southern California, Los Angeles, California, USA", 
              "id": "http://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": "Department of Computer Science, University of Colorado, Boulder, Colorado, USA", 
              "id": "http://www.grid.ac/institutes/grid.266190.a", 
              "name": [
                "BioFrontiers Institute, University of Colorado, Boulder, Colorado, USA", 
                "Department of Computer Science, University of Colorado, Boulder, Colorado, USA"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Clauset", 
            "givenName": "Aaron", 
            "id": "sg:person.01201357361.13", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01201357361.13"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "Department of Computer Science, University of Chicago, Chicago, Illinois, USA", 
              "id": "http://www.grid.ac/institutes/grid.170205.1", 
              "name": [
                "Computing, Environment and Life Sciences, Argonne National Laboratory, Argonne, Illinois, USA", 
                "Department of Computer Science, University of Chicago, Chicago, Illinois, USA"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Stevens", 
            "givenName": "Rick L.", 
            "id": "sg:person.0707416220.12", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0707416220.12"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "Program in Ecology, Evolutionary Biology and Behavior, Michigan State University, East Lansing, Michigan, USA", 
              "id": "http://www.grid.ac/institutes/grid.17088.36", 
              "name": [
                "Department of Microbiology and Molecular Genetics, Michigan State University, East Lansing, Michigan, USA", 
                "Department of Plant, Soil and Microbial Sciences, Michigan State University, East Lansing, Michigan, USA", 
                "Program in Ecology, Evolutionary Biology and Behavior, Michigan State University, East Lansing, Michigan, USA"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Shade", 
            "givenName": "Ashley", 
            "id": "sg:person.01113271556.37", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01113271556.37"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "The Gladstone Institutes and University of California San Francisco, San Francisco, California, USA", 
              "id": "http://www.grid.ac/institutes/grid.266102.1", 
              "name": [
                "The Gladstone Institutes and University of California San Francisco, San Francisco, California, USA"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Pollard", 
            "givenName": "Katherine S.", 
            "id": "sg:person.01252121116.89", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01252121116.89"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "Ocean Chemistry and Ecosystems Division, Atlantic Oceanographic and Meteorological Laboratory, National Oceanic and Atmospheric Administration, stationed at Southwest Fisheries Science Center, La Jolla, California, USA", 
              "id": "http://www.grid.ac/institutes/grid.473842.e", 
              "name": [
                "Ocean Chemistry and Ecosystems Division, Atlantic Oceanographic and Meteorological Laboratory, National Oceanic and Atmospheric Administration, stationed at Southwest Fisheries Science Center, La Jolla, California, USA"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Goodwin", 
            "givenName": "Kelly D.", 
            "id": "sg:person.01246566665.69", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01246566665.69"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "Earth and Biological Sciences Directorate, Pacific Northwest National Laboratory, Richland, Washington, USA", 
              "id": "http://www.grid.ac/institutes/grid.451303.0", 
              "name": [
                "Earth and Biological Sciences Directorate, Pacific Northwest National Laboratory, Richland, Washington, USA"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Jansson", 
            "givenName": "Janet K.", 
            "id": "sg:person.0777235637.90", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0777235637.90"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "Department of Surgery, University of Chicago, Chicago, Illinois, USA", 
              "id": "http://www.grid.ac/institutes/grid.170205.1", 
              "name": [
                "Biosciences Division, Argonne National Laboratory, Argonne, Illinois, USA", 
                "Department of Surgery, 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"
          }, 
          {
            "affiliation": {
              "alternateName": "Center for Microbiome Innovation, University of California San Diego, La Jolla, California, USA", 
              "id": "http://www.grid.ac/institutes/grid.266100.3", 
              "name": [
                "Department of Pediatrics, University of California San Diego, La Jolla, California, USA", 
                "Department of Computer Science and Engineering, University of California San Diego, La Jolla, California, USA", 
                "Center for Microbiome Innovation, University of California San Diego, La Jolla, California, 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"
          }
        ], 
        "citation": [
          {
            "id": "sg:pub.10.1038/srep40093", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1026952336", 
              "https://doi.org/10.1038/srep40093"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1186/s12859-016-0937-5", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1040159126", 
              "https://doi.org/10.1186/s12859-016-0937-5"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1038/nmeth.1650", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1005440831", 
              "https://doi.org/10.1038/nmeth.1650"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1186/2047-217x-1-7", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1050567563", 
              "https://doi.org/10.1186/2047-217x-1-7"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1038/ncomms12083", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1047317292", 
              "https://doi.org/10.1038/ncomms12083"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1007/bf00317508", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1029571553", 
              "https://doi.org/10.1007/bf00317508"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1038/nbt.2676", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1034019934", 
              "https://doi.org/10.1038/nbt.2676"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1186/s12915-014-0069-1", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1000588445", 
              "https://doi.org/10.1186/s12915-014-0069-1"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1038/ismej.2017.119", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1090852589", 
              "https://doi.org/10.1038/ismej.2017.119"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1038/ismej.2013.54", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1023249054", 
              "https://doi.org/10.1038/ismej.2013.54"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1038/ismej.2011.139", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1051863807", 
              "https://doi.org/10.1038/ismej.2011.139"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1186/s13326-016-0097-6", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1018741101", 
              "https://doi.org/10.1186/s13326-016-0097-6"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1038/nature16504", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1048142283", 
              "https://doi.org/10.1038/nature16504"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1186/s40168-016-0181-2", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1050507891", 
              "https://doi.org/10.1186/s40168-016-0181-2"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1186/2047-217x-3-2", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1012983783", 
              "https://doi.org/10.1186/2047-217x-3-2"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1038/ismej.2011.24", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1007074967", 
              "https://doi.org/10.1038/ismej.2011.24"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1038/ismej.2012.8", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1038992953", 
              "https://doi.org/10.1038/ismej.2012.8"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1186/s12915-014-0087-z", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1027737035", 
              "https://doi.org/10.1186/s12915-014-0087-z"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1038/nmicrobiol.2016.145", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1040415355", 
              "https://doi.org/10.1038/nmicrobiol.2016.145"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1038/nmicrobiol.2015.32", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1010010483", 
              "https://doi.org/10.1038/nmicrobiol.2015.32"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1038/ismej.2015.191", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1025121402", 
              "https://doi.org/10.1038/ismej.2015.191"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1038/nbt.3601", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1002490773", 
              "https://doi.org/10.1038/nbt.3601"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1186/2041-1480-4-43", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1038917600", 
              "https://doi.org/10.1186/2041-1480-4-43"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1186/s12866-014-0294-3", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1019310594", 
              "https://doi.org/10.1186/s12866-014-0294-3"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1038/ismej.2013.37", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1053065277", 
              "https://doi.org/10.1038/ismej.2013.37"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1038/nrmicro1978", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1015675255", 
              "https://doi.org/10.1038/nrmicro1978"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1186/2047-217x-2-16", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1022546943", 
              "https://doi.org/10.1186/2047-217x-2-16"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1186/gb-2012-13-1-r5", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1016188100", 
              "https://doi.org/10.1186/gb-2012-13-1-r5"
            ], 
            "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/nrmicro3109", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1025083133", 
              "https://doi.org/10.1038/nrmicro3109"
            ], 
            "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.10.1038/ismej.2009.97", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1024882111", 
              "https://doi.org/10.1038/ismej.2009.97"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1038/srep19054", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1032938040", 
              "https://doi.org/10.1038/srep19054"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1038/nmicrobiol.2016.48", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1010598799", 
              "https://doi.org/10.1038/nmicrobiol.2016.48"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1186/1471-2105-11-538", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1008466974", 
              "https://doi.org/10.1186/1471-2105-11-538"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.4056/sigs.1433550", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1015489166", 
              "https://doi.org/10.4056/sigs.1433550"
            ], 
            "type": "CreativeWork"
          }
        ], 
        "datePublished": "2017-11-01", 
        "datePublishedReg": "2017-11-01", 
        "description": "Our growing awareness of the microbial world\u2019s importance and diversity contrasts starkly with our limited understanding of its fundamental structure. Despite recent advances in DNA sequencing, a lack of standardized protocols and common analytical frameworks impedes comparisons among studies, hindering the development of global inferences about microbial life on Earth. Here we present a meta-analysis of microbial community samples collected by hundreds of researchers for the Earth Microbiome Project. Coordinated protocols and new analytical methods, particularly the use of exact sequences instead of clustered operational taxonomic units, enable bacterial and archaeal ribosomal RNA gene sequences to be followed across multiple studies and allow us to explore patterns of diversity at an unprecedented scale. The result is both a reference database giving global context to DNA sequence data and a framework for incorporating data from future studies, fostering increasingly complete characterization of Earth\u2019s microbial diversity.", 
        "genre": "article", 
        "id": "sg:pub.10.1038/nature24621", 
        "isAccessibleForFree": true, 
        "isFundedItemOf": [
          {
            "id": "sg:grant.2753698", 
            "type": "MonetaryGrant"
          }, 
          {
            "id": "sg:grant.3000154", 
            "type": "MonetaryGrant"
          }, 
          {
            "id": "sg:grant.12915145", 
            "type": "MonetaryGrant"
          }, 
          {
            "id": "sg:grant.3805024", 
            "type": "MonetaryGrant"
          }, 
          {
            "id": "sg:grant.3659078", 
            "type": "MonetaryGrant"
          }, 
          {
            "id": "sg:grant.6542731", 
            "type": "MonetaryGrant"
          }, 
          {
            "id": "sg:grant.4898532", 
            "type": "MonetaryGrant"
          }, 
          {
            "id": "sg:grant.5540233", 
            "type": "MonetaryGrant"
          }, 
          {
            "id": "sg:grant.3490059", 
            "type": "MonetaryGrant"
          }, 
          {
            "id": "sg:grant.12914863", 
            "type": "MonetaryGrant"
          }, 
          {
            "id": "sg:grant.3659541", 
            "type": "MonetaryGrant"
          }, 
          {
            "id": "sg:grant.7147539", 
            "type": "MonetaryGrant"
          }
        ], 
        "isPartOf": [
          {
            "id": "sg:journal.1018957", 
            "issn": [
              "0028-0836", 
              "1476-4687"
            ], 
            "name": "Nature", 
            "publisher": "Springer Nature", 
            "type": "Periodical"
          }, 
          {
            "issueNumber": "7681", 
            "type": "PublicationIssue"
          }, 
          {
            "type": "PublicationVolume", 
            "volumeNumber": "551"
          }
        ], 
        "keywords": [
          "microbial diversity", 
          "ribosomal RNA gene sequences", 
          "earth\u2019s microbial diversity", 
          "patterns of diversity", 
          "DNA sequence data", 
          "microbial community samples", 
          "Earth Microbiome Project", 
          "RNA gene sequences", 
          "operational taxonomic units", 
          "taxonomic units", 
          "gene sequences", 
          "sequence data", 
          "microbial life", 
          "Microbiome Project", 
          "DNA sequencing", 
          "diversity", 
          "reference database", 
          "sequence", 
          "recent advances", 
          "sequencing", 
          "unprecedented scale", 
          "limited understanding", 
          "world importance", 
          "coordinated protocols", 
          "hundreds of researchers", 
          "future studies", 
          "multiple studies", 
          "importance", 
          "hundreds", 
          "characterization", 
          "patterns", 
          "understanding", 
          "contrast", 
          "study", 
          "advances", 
          "common analytical framework", 
          "fundamental structure", 
          "exact sequence", 
          "development", 
          "inference", 
          "complete characterization", 
          "structure", 
          "catalogue", 
          "data", 
          "new analytical method", 
          "protocol", 
          "standardized protocol", 
          "lack", 
          "global inference", 
          "database", 
          "Earth", 
          "comparison", 
          "results", 
          "analytical method", 
          "samples", 
          "context", 
          "scale", 
          "units", 
          "use", 
          "researchers", 
          "life", 
          "global context", 
          "method", 
          "analytical framework", 
          "framework", 
          "project", 
          "community sample", 
          "awareness"
        ], 
        "name": "A communal catalogue reveals Earth\u2019s multiscale microbial diversity", 
        "pagination": "457-463", 
        "productId": [
          {
            "name": "dimensions_id", 
            "type": "PropertyValue", 
            "value": [
              "pub.1092446313"
            ]
          }, 
          {
            "name": "doi", 
            "type": "PropertyValue", 
            "value": [
              "10.1038/nature24621"
            ]
          }, 
          {
            "name": "pubmed_id", 
            "type": "PropertyValue", 
            "value": [
              "29088705"
            ]
          }
        ], 
        "sameAs": [
          "https://doi.org/10.1038/nature24621", 
          "https://app.dimensions.ai/details/publication/pub.1092446313"
        ], 
        "sdDataset": "articles", 
        "sdDatePublished": "2022-10-01T06:43", 
        "sdLicense": "https://scigraph.springernature.com/explorer/license/", 
        "sdPublisher": {
          "name": "Springer Nature - SN SciGraph project", 
          "type": "Organization"
        }, 
        "sdSource": "s3://com-springernature-scigraph/baseset/20221001/entities/gbq_results/article/article_750.jsonl", 
        "type": "ScholarlyArticle", 
        "url": "https://doi.org/10.1038/nature24621"
      }
    ]
     

    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/nature24621'

    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/nature24621'

    Turtle is a human-readable linked data format.

    curl -H 'Accept: text/turtle' 'https://scigraph.springernature.com/pub.10.1038/nature24621'

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

    curl -H 'Accept: application/rdf+xml' 'https://scigraph.springernature.com/pub.10.1038/nature24621'


     

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

    702 TRIPLES      21 PREDICATES      142 URIs      97 LITERALS      19 BLANK NODES

    Subject Predicate Object
    1 sg:pub.10.1038/nature24621 schema:about N0302710ace70449b93432b426e9a5ce5
    2 N26022ae29499460988c46fda8a4f7d39
    3 N44a10a60d9e74b798f93b4ee5f017422
    4 N570130fba37346bf961b8c300bb68f7a
    5 N6a8aacbe46f746279bd0c5c76458ce2e
    6 N77cca180590648bbad782834eee82d21
    7 N77f73b6ee6f9498e89daa5f4b5dfdd89
    8 N7b67195042864ad69b6a729ff961030c
    9 Ndc38940d93744eb8bf480d492ba1a314
    10 Nec8ead0c96964594a4a0ff4ef804a68f
    11 Nf1b0f51881c44c6c8884dd0e5d17ce91
    12 Nfb202976b64a4b35b9aba6caf4c349f5
    13 anzsrc-for:06
    14 anzsrc-for:0604
    15 anzsrc-for:0605
    16 schema:author N3ad0a349763a470d990cd4631ce9597b
    17 schema:citation sg:pub.10.1007/bf00317508
    18 sg:pub.10.1038/ismej.2009.97
    19 sg:pub.10.1038/ismej.2011.139
    20 sg:pub.10.1038/ismej.2011.24
    21 sg:pub.10.1038/ismej.2012.8
    22 sg:pub.10.1038/ismej.2013.37
    23 sg:pub.10.1038/ismej.2013.54
    24 sg:pub.10.1038/ismej.2015.191
    25 sg:pub.10.1038/ismej.2017.119
    26 sg:pub.10.1038/nature16504
    27 sg:pub.10.1038/nbt.1823
    28 sg:pub.10.1038/nbt.2676
    29 sg:pub.10.1038/nbt.3601
    30 sg:pub.10.1038/ncomms12083
    31 sg:pub.10.1038/nmeth.1650
    32 sg:pub.10.1038/nmeth.f.303
    33 sg:pub.10.1038/nmicrobiol.2015.32
    34 sg:pub.10.1038/nmicrobiol.2016.145
    35 sg:pub.10.1038/nmicrobiol.2016.48
    36 sg:pub.10.1038/nrmicro1978
    37 sg:pub.10.1038/nrmicro3109
    38 sg:pub.10.1038/srep19054
    39 sg:pub.10.1038/srep40093
    40 sg:pub.10.1186/1471-2105-11-538
    41 sg:pub.10.1186/2041-1480-4-43
    42 sg:pub.10.1186/2047-217x-1-7
    43 sg:pub.10.1186/2047-217x-2-16
    44 sg:pub.10.1186/2047-217x-3-2
    45 sg:pub.10.1186/gb-2012-13-1-r5
    46 sg:pub.10.1186/s12859-016-0937-5
    47 sg:pub.10.1186/s12866-014-0294-3
    48 sg:pub.10.1186/s12915-014-0069-1
    49 sg:pub.10.1186/s12915-014-0087-z
    50 sg:pub.10.1186/s13326-016-0097-6
    51 sg:pub.10.1186/s40168-016-0181-2
    52 sg:pub.10.4056/sigs.1433550
    53 schema:datePublished 2017-11-01
    54 schema:datePublishedReg 2017-11-01
    55 schema:description Our growing awareness of the microbial world’s importance and diversity contrasts starkly with our limited understanding of its fundamental structure. Despite recent advances in DNA sequencing, a lack of standardized protocols and common analytical frameworks impedes comparisons among studies, hindering the development of global inferences about microbial life on Earth. Here we present a meta-analysis of microbial community samples collected by hundreds of researchers for the Earth Microbiome Project. Coordinated protocols and new analytical methods, particularly the use of exact sequences instead of clustered operational taxonomic units, enable bacterial and archaeal ribosomal RNA gene sequences to be followed across multiple studies and allow us to explore patterns of diversity at an unprecedented scale. The result is both a reference database giving global context to DNA sequence data and a framework for incorporating data from future studies, fostering increasingly complete characterization of Earth’s microbial diversity.
    56 schema:genre article
    57 schema:isAccessibleForFree true
    58 schema:isPartOf N50d2a29c47464f7294c2465f590b812e
    59 Ne2580ae7e35c42abba1df44b1054bac5
    60 sg:journal.1018957
    61 schema:keywords DNA sequence data
    62 DNA sequencing
    63 Earth
    64 Earth Microbiome Project
    65 Microbiome Project
    66 RNA gene sequences
    67 advances
    68 analytical framework
    69 analytical method
    70 awareness
    71 catalogue
    72 characterization
    73 common analytical framework
    74 community sample
    75 comparison
    76 complete characterization
    77 context
    78 contrast
    79 coordinated protocols
    80 data
    81 database
    82 development
    83 diversity
    84 earth’s microbial diversity
    85 exact sequence
    86 framework
    87 fundamental structure
    88 future studies
    89 gene sequences
    90 global context
    91 global inference
    92 hundreds
    93 hundreds of researchers
    94 importance
    95 inference
    96 lack
    97 life
    98 limited understanding
    99 method
    100 microbial community samples
    101 microbial diversity
    102 microbial life
    103 multiple studies
    104 new analytical method
    105 operational taxonomic units
    106 patterns
    107 patterns of diversity
    108 project
    109 protocol
    110 recent advances
    111 reference database
    112 researchers
    113 results
    114 ribosomal RNA gene sequences
    115 samples
    116 scale
    117 sequence
    118 sequence data
    119 sequencing
    120 standardized protocol
    121 structure
    122 study
    123 taxonomic units
    124 understanding
    125 units
    126 unprecedented scale
    127 use
    128 world importance
    129 schema:name A communal catalogue reveals Earth’s multiscale microbial diversity
    130 schema:pagination 457-463
    131 schema:productId N1ef9a20d00b34eee82d8f0378b109892
    132 N49e14262da4444d3827a32ecfda82f30
    133 Na6aa66c688404b3cb838d4a03b4b1392
    134 schema:sameAs https://app.dimensions.ai/details/publication/pub.1092446313
    135 https://doi.org/10.1038/nature24621
    136 schema:sdDatePublished 2022-10-01T06:43
    137 schema:sdLicense https://scigraph.springernature.com/explorer/license/
    138 schema:sdPublisher Ne8b4889de70a48c6bf557a5aa8fefa06
    139 schema:url https://doi.org/10.1038/nature24621
    140 sgo:license sg:explorer/license/
    141 sgo:sdDataset articles
    142 rdf:type schema:ScholarlyArticle
    143 N004c668e888c492d8f5e9509f72a89b5 rdf:first sg:person.0636247573.15
    144 rdf:rest Ne0b3151f24be49fda4f91c75cca2c1bc
    145 N0302710ace70449b93432b426e9a5ce5 schema:inDefinedTermSet https://www.nlm.nih.gov/mesh/
    146 schema:name Geographic Mapping
    147 rdf:type schema:DefinedTerm
    148 N05c4c1755f0141ae90692704a7bed97e rdf:first sg:person.0607572706.63
    149 rdf:rest Nfd3b6c43313c405cb14d195ded742d39
    150 N0d4253cf9a29429d8e2a8c087c48e5d4 rdf:first sg:person.0707416220.12
    151 rdf:rest N9422d04604954ed688ec60db6af2f70a
    152 N10aaa93227e54b86a22e0ddd38c2083e schema:affiliation grid-institutes:grid.266100.3
    153 schema:familyName Tripathi
    154 schema:givenName Anupriya
    155 rdf:type schema:Person
    156 N1308be87cb2c488192e04632831f332b rdf:first sg:person.01252121116.89
    157 rdf:rest Nd142be1faecf44a59dc356ffd7560cf2
    158 N14ceeca70b234c0793161e0b431cbf16 rdf:first sg:person.01061615031.38
    159 rdf:rest N6538d450b88e48e6bccff16c8eb3f154
    160 N16e21c38ff0b4d168554316ac3f52a19 rdf:first sg:person.07611006373.15
    161 rdf:rest Nb3960e89c5e5448ab0e3a5f26cbb5caa
    162 N1ef9a20d00b34eee82d8f0378b109892 schema:name dimensions_id
    163 schema:value pub.1092446313
    164 rdf:type schema:PropertyValue
    165 N26022ae29499460988c46fda8a4f7d39 schema:inDefinedTermSet https://www.nlm.nih.gov/mesh/
    166 schema:name Archaea
    167 rdf:type schema:DefinedTerm
    168 N2e111e3a171f4054b87347c493e7cb89 rdf:first Ncbc50687a9be42ec83288a618627be91
    169 rdf:rest N4d2e2b7f31fb4396aec3177fcb48b391
    170 N2e269997e9434371aebfaee37c56f6eb rdf:first sg:person.0727626545.37
    171 rdf:rest N47e684ad140f4dbb94c8e65d3e0f9b75
    172 N3061818e334c4d9385adcde828097cd3 rdf:first sg:person.0777235637.90
    173 rdf:rest N2e269997e9434371aebfaee37c56f6eb
    174 N318ea79738fa4fa792c4d9fe35b18778 rdf:first sg:person.015020154367.76
    175 rdf:rest N05c4c1755f0141ae90692704a7bed97e
    176 N39f6712daf22442f9120fcb3446463f4 rdf:first sg:person.01247573421.51
    177 rdf:rest Na61b370769f24911b1dcd3ad73eacb92
    178 N3a6115e9dbbe45f8ab182ebcac8e4d65 rdf:first sg:person.01276703560.51
    179 rdf:rest Na44f596866c94d6ca185dc29dc978885
    180 N3a95777fdfe849a0b2d55c881244e17d rdf:first sg:person.01036661066.18
    181 rdf:rest N318ea79738fa4fa792c4d9fe35b18778
    182 N3ad0a349763a470d990cd4631ce9597b rdf:first sg:person.0636610100.87
    183 rdf:rest N79dfc15248c44df79dde8568c573a404
    184 N3b13a775dca74df89713069e96b25cbe rdf:first N9434c04facee4d9bbd5158c420accecf
    185 rdf:rest N14ceeca70b234c0793161e0b431cbf16
    186 N3bcd2f25cda94f3eb705128e189372a4 rdf:first N10aaa93227e54b86a22e0ddd38c2083e
    187 rdf:rest Nbc990f0eb6fb483282f9962c2e9e8916
    188 N4146475ab15d424c9e3cf856523080a9 rdf:first N839b9edb6b914a168bd5c457bae5099a
    189 rdf:rest Nc2c52c8b7d1144be9a159b023810e540
    190 N44a10a60d9e74b798f93b4ee5f017422 schema:inDefinedTermSet https://www.nlm.nih.gov/mesh/
    191 schema:name RNA, Ribosomal, 16S
    192 rdf:type schema:DefinedTerm
    193 N47e684ad140f4dbb94c8e65d3e0f9b75 rdf:first sg:person.016311745377.96
    194 rdf:rest rdf:nil
    195 N49e14262da4444d3827a32ecfda82f30 schema:name doi
    196 schema:value 10.1038/nature24621
    197 rdf:type schema:PropertyValue
    198 N4d2e2b7f31fb4396aec3177fcb48b391 rdf:first sg:person.0746341376.67
    199 rdf:rest N39f6712daf22442f9120fcb3446463f4
    200 N50d2a29c47464f7294c2465f590b812e schema:volumeNumber 551
    201 rdf:type schema:PublicationVolume
    202 N523da2122c77499c8d898f47afe97e20 rdf:first sg:person.0712665654.32
    203 rdf:rest N988a3fb6812545f6863aacdef6deefdd
    204 N570130fba37346bf961b8c300bb68f7a schema:inDefinedTermSet https://www.nlm.nih.gov/mesh/
    205 schema:name Biodiversity
    206 rdf:type schema:DefinedTerm
    207 N5e07a9ad454c49308ecdb60cafd64281 rdf:first sg:person.01121611663.44
    208 rdf:rest N004c668e888c492d8f5e9509f72a89b5
    209 N6538d450b88e48e6bccff16c8eb3f154 rdf:first sg:person.0725061453.51
    210 rdf:rest N89b7ac473aaf40848e1b9cb740c41d90
    211 N6a8aacbe46f746279bd0c5c76458ce2e schema:inDefinedTermSet https://www.nlm.nih.gov/mesh/
    212 schema:name Microbiota
    213 rdf:type schema:DefinedTerm
    214 N77cca180590648bbad782834eee82d21 schema:inDefinedTermSet https://www.nlm.nih.gov/mesh/
    215 schema:name Bacteria
    216 rdf:type schema:DefinedTerm
    217 N77f73b6ee6f9498e89daa5f4b5dfdd89 schema:inDefinedTermSet https://www.nlm.nih.gov/mesh/
    218 schema:name Plants
    219 rdf:type schema:DefinedTerm
    220 N79dfc15248c44df79dde8568c573a404 rdf:first sg:person.0763606526.69
    221 rdf:rest Ned735a2bfd4348bcafce5988ade72375
    222 N7b67195042864ad69b6a729ff961030c schema:inDefinedTermSet https://www.nlm.nih.gov/mesh/
    223 schema:name Humans
    224 rdf:type schema:DefinedTerm
    225 N839b9edb6b914a168bd5c457bae5099a schema:affiliation grid-institutes:grid.266100.3
    226 schema:familyName Jin Song
    227 schema:givenName Se
    228 rdf:type schema:Person
    229 N89b7ac473aaf40848e1b9cb740c41d90 rdf:first sg:person.01201357361.13
    230 rdf:rest N0d4253cf9a29429d8e2a8c087c48e5d4
    231 N9422d04604954ed688ec60db6af2f70a rdf:first sg:person.01113271556.37
    232 rdf:rest N1308be87cb2c488192e04632831f332b
    233 N9434c04facee4d9bbd5158c420accecf schema:affiliation grid-institutes:grid.266190.a
    234 schema:familyName McKenzie
    235 schema:givenName Valerie
    236 rdf:type schema:Person
    237 N988a3fb6812545f6863aacdef6deefdd rdf:first sg:person.01113460501.49
    238 rdf:rest Nc44ab158960743a592d80358aaeb9b9b
    239 Na1425ccbdc0c4b4b976dbd41ffe80db0 rdf:first sg:person.01163102774.24
    240 rdf:rest N5e07a9ad454c49308ecdb60cafd64281
    241 Na44f596866c94d6ca185dc29dc978885 rdf:first sg:person.0667244774.42
    242 rdf:rest N523da2122c77499c8d898f47afe97e20
    243 Na5a0f73d307347c6a26a25897419166a rdf:first sg:person.011522220701.89
    244 rdf:rest N4146475ab15d424c9e3cf856523080a9
    245 Na61b370769f24911b1dcd3ad73eacb92 rdf:first sg:person.01052515632.74
    246 rdf:rest N3b13a775dca74df89713069e96b25cbe
    247 Na6aa66c688404b3cb838d4a03b4b1392 schema:name pubmed_id
    248 schema:value 29088705
    249 rdf:type schema:PropertyValue
    250 Nb3960e89c5e5448ab0e3a5f26cbb5caa rdf:first sg:person.0645732562.90
    251 rdf:rest N3a95777fdfe849a0b2d55c881244e17d
    252 Nb67123e3c9dd47afaf5bacd9f7a98570 rdf:first sg:person.01061722456.58
    253 rdf:rest N2e111e3a171f4054b87347c493e7cb89
    254 Nbc990f0eb6fb483282f9962c2e9e8916 rdf:first sg:person.0773016300.66
    255 rdf:rest Necd01d45f8114cd9ad77abece86d7419
    256 Nc2c52c8b7d1144be9a159b023810e540 rdf:first sg:person.07522343062.47
    257 rdf:rest Nf0c4fbee280745ff8ed7e17693c3a05b
    258 Nc44ab158960743a592d80358aaeb9b9b rdf:first sg:person.01301120245.46
    259 rdf:rest N16e21c38ff0b4d168554316ac3f52a19
    260 Ncbc50687a9be42ec83288a618627be91 schema:affiliation grid-institutes:grid.266100.3
    261 schema:familyName Humphrey
    262 schema:givenName Gregory
    263 rdf:type schema:Person
    264 Nd142be1faecf44a59dc356ffd7560cf2 rdf:first sg:person.01246566665.69
    265 rdf:rest N3061818e334c4d9385adcde828097cd3
    266 Nd6a9f1e003a841e093946d8adfa624f2 rdf:first Ndd78ff2e2c46418eb1f8ae26a0c79f81
    267 rdf:rest Nb67123e3c9dd47afaf5bacd9f7a98570
    268 Ndc38940d93744eb8bf480d492ba1a314 schema:inDefinedTermSet https://www.nlm.nih.gov/mesh/
    269 schema:name Earth, Planet
    270 rdf:type schema:DefinedTerm
    271 Ndd78ff2e2c46418eb1f8ae26a0c79f81 schema:affiliation grid-institutes:grid.266100.3
    272 schema:familyName Lefler
    273 schema:givenName Joshua
    274 rdf:type schema:Person
    275 Ne0b3151f24be49fda4f91c75cca2c1bc rdf:first sg:person.01207335541.37
    276 rdf:rest N3bcd2f25cda94f3eb705128e189372a4
    277 Ne2580ae7e35c42abba1df44b1054bac5 schema:issueNumber 7681
    278 rdf:type schema:PublicationIssue
    279 Ne8b4889de70a48c6bf557a5aa8fefa06 schema:name Springer Nature - SN SciGraph project
    280 rdf:type schema:Organization
    281 Nec8ead0c96964594a4a0ff4ef804a68f schema:inDefinedTermSet https://www.nlm.nih.gov/mesh/
    282 schema:name Gene Dosage
    283 rdf:type schema:DefinedTerm
    284 Necd01d45f8114cd9ad77abece86d7419 rdf:first sg:person.0740540226.01
    285 rdf:rest N3a6115e9dbbe45f8ab182ebcac8e4d65
    286 Ned735a2bfd4348bcafce5988ade72375 rdf:first sg:person.01324411177.44
    287 rdf:rest Na1425ccbdc0c4b4b976dbd41ffe80db0
    288 Nf0c4fbee280745ff8ed7e17693c3a05b rdf:first sg:person.0577140345.32
    289 rdf:rest Nd6a9f1e003a841e093946d8adfa624f2
    290 Nf1b0f51881c44c6c8884dd0e5d17ce91 schema:inDefinedTermSet https://www.nlm.nih.gov/mesh/
    291 schema:name Ecology
    292 rdf:type schema:DefinedTerm
    293 Nfb202976b64a4b35b9aba6caf4c349f5 schema:inDefinedTermSet https://www.nlm.nih.gov/mesh/
    294 schema:name Animals
    295 rdf:type schema:DefinedTerm
    296 Nfd3b6c43313c405cb14d195ded742d39 rdf:first sg:person.01365407770.40
    297 rdf:rest Na5a0f73d307347c6a26a25897419166a
    298 anzsrc-for:06 schema:inDefinedTermSet anzsrc-for:
    299 schema:name Biological Sciences
    300 rdf:type schema:DefinedTerm
    301 anzsrc-for:0604 schema:inDefinedTermSet anzsrc-for:
    302 schema:name Genetics
    303 rdf:type schema:DefinedTerm
    304 anzsrc-for:0605 schema:inDefinedTermSet anzsrc-for:
    305 schema:name Microbiology
    306 rdf:type schema:DefinedTerm
    307 sg:grant.12914863 http://pending.schema.org/fundedItem sg:pub.10.1038/nature24621
    308 rdf:type schema:MonetaryGrant
    309 sg:grant.12915145 http://pending.schema.org/fundedItem sg:pub.10.1038/nature24621
    310 rdf:type schema:MonetaryGrant
    311 sg:grant.2753698 http://pending.schema.org/fundedItem sg:pub.10.1038/nature24621
    312 rdf:type schema:MonetaryGrant
    313 sg:grant.3000154 http://pending.schema.org/fundedItem sg:pub.10.1038/nature24621
    314 rdf:type schema:MonetaryGrant
    315 sg:grant.3490059 http://pending.schema.org/fundedItem sg:pub.10.1038/nature24621
    316 rdf:type schema:MonetaryGrant
    317 sg:grant.3659078 http://pending.schema.org/fundedItem sg:pub.10.1038/nature24621
    318 rdf:type schema:MonetaryGrant
    319 sg:grant.3659541 http://pending.schema.org/fundedItem sg:pub.10.1038/nature24621
    320 rdf:type schema:MonetaryGrant
    321 sg:grant.3805024 http://pending.schema.org/fundedItem sg:pub.10.1038/nature24621
    322 rdf:type schema:MonetaryGrant
    323 sg:grant.4898532 http://pending.schema.org/fundedItem sg:pub.10.1038/nature24621
    324 rdf:type schema:MonetaryGrant
    325 sg:grant.5540233 http://pending.schema.org/fundedItem sg:pub.10.1038/nature24621
    326 rdf:type schema:MonetaryGrant
    327 sg:grant.6542731 http://pending.schema.org/fundedItem sg:pub.10.1038/nature24621
    328 rdf:type schema:MonetaryGrant
    329 sg:grant.7147539 http://pending.schema.org/fundedItem sg:pub.10.1038/nature24621
    330 rdf:type schema:MonetaryGrant
    331 sg:journal.1018957 schema:issn 0028-0836
    332 1476-4687
    333 schema:name Nature
    334 schema:publisher Springer Nature
    335 rdf:type schema:Periodical
    336 sg:person.01036661066.18 schema:affiliation grid-institutes:grid.266100.3
    337 schema:familyName Zech Xu
    338 schema:givenName Zhenjiang
    339 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01036661066.18
    340 rdf:type schema:Person
    341 sg:person.01052515632.74 schema:affiliation grid-institutes:grid.266190.a
    342 schema:familyName Berg-Lyons
    343 schema:givenName Donna
    344 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01052515632.74
    345 rdf:type schema:Person
    346 sg:person.01061615031.38 schema:affiliation grid-institutes:grid.464551.7
    347 schema:familyName Fierer
    348 schema:givenName Noah
    349 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01061615031.38
    350 rdf:type schema:Person
    351 sg:person.01061722456.58 schema:affiliation grid-institutes:grid.451303.0
    352 schema:familyName Brislawn
    353 schema:givenName Colin J.
    354 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01061722456.58
    355 rdf:type schema:Person
    356 sg:person.01113271556.37 schema:affiliation grid-institutes:grid.17088.36
    357 schema:familyName Shade
    358 schema:givenName Ashley
    359 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01113271556.37
    360 rdf:type schema:Person
    361 sg:person.01113460501.49 schema:affiliation grid-institutes:grid.266100.3
    362 schema:familyName Vázquez-Baeza
    363 schema:givenName Yoshiki
    364 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01113460501.49
    365 rdf:type schema:Person
    366 sg:person.01121611663.44 schema:affiliation grid-institutes:grid.266102.1
    367 schema:familyName Ladau
    368 schema:givenName Joshua
    369 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01121611663.44
    370 rdf:type schema:Person
    371 sg:person.011522220701.89 schema:affiliation grid-institutes:grid.266100.3
    372 schema:familyName Zhu
    373 schema:givenName Qiyun
    374 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.011522220701.89
    375 rdf:type schema:Person
    376 sg:person.01163102774.24 schema:affiliation grid-institutes:grid.266100.3
    377 schema:familyName Amir
    378 schema:givenName Amnon
    379 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01163102774.24
    380 rdf:type schema:Person
    381 sg:person.01201357361.13 schema:affiliation grid-institutes:grid.266190.a
    382 schema:familyName Clauset
    383 schema:givenName Aaron
    384 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01201357361.13
    385 rdf:type schema:Person
    386 sg:person.01207335541.37 schema:affiliation grid-institutes:grid.481551.c
    387 schema:familyName Prill
    388 schema:givenName Robert J.
    389 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01207335541.37
    390 rdf:type schema:Person
    391 sg:person.01246566665.69 schema:affiliation grid-institutes:grid.473842.e
    392 schema:familyName Goodwin
    393 schema:givenName Kelly D.
    394 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01246566665.69
    395 rdf:type schema:Person
    396 sg:person.01247573421.51 schema:affiliation grid-institutes:grid.185648.6
    397 schema:familyName Hampton-Marcell
    398 schema:givenName Jarrad
    399 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01247573421.51
    400 rdf:type schema:Person
    401 sg:person.01252121116.89 schema:affiliation grid-institutes:grid.266102.1
    402 schema:familyName Pollard
    403 schema:givenName Katherine S.
    404 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01252121116.89
    405 rdf:type schema:Person
    406 sg:person.01276703560.51 schema:affiliation grid-institutes:grid.266100.3
    407 schema:familyName Navas-Molina
    408 schema:givenName Jose A.
    409 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01276703560.51
    410 rdf:type schema:Person
    411 sg:person.01301120245.46 schema:affiliation grid-institutes:grid.266100.3
    412 schema:familyName González
    413 schema:givenName Antonio
    414 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01301120245.46
    415 rdf:type schema:Person
    416 sg:person.01324411177.44 schema:affiliation grid-institutes:grid.266100.3
    417 schema:familyName McDonald
    418 schema:givenName Daniel
    419 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01324411177.44
    420 rdf:type schema:Person
    421 sg:person.01365407770.40 schema:affiliation grid-institutes:grid.266100.3
    422 schema:familyName Kanbar
    423 schema:givenName Jad
    424 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01365407770.40
    425 rdf:type schema:Person
    426 sg:person.015020154367.76 schema:affiliation grid-institutes:grid.266100.3
    427 schema:familyName Jiang
    428 schema:givenName Lingjing
    429 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.015020154367.76
    430 rdf:type schema:Person
    431 sg:person.016311745377.96 schema:affiliation grid-institutes:grid.266100.3
    432 schema:familyName Knight
    433 schema:givenName Rob
    434 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.016311745377.96
    435 rdf:type schema:Person
    436 sg:person.0577140345.32 schema:affiliation grid-institutes:grid.261120.6
    437 schema:familyName Bokulich
    438 schema:givenName Nicholas A.
    439 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0577140345.32
    440 rdf:type schema:Person
    441 sg:person.0607572706.63 schema:affiliation grid-institutes:grid.38142.3c
    442 schema:familyName Haroon
    443 schema:givenName Mohamed F.
    444 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0607572706.63
    445 rdf:type schema:Person
    446 sg:person.0636247573.15 schema:affiliation grid-institutes:grid.411377.7
    447 schema:familyName Locey
    448 schema:givenName Kenneth J.
    449 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0636247573.15
    450 rdf:type schema:Person
    451 sg:person.0636610100.87 schema:affiliation grid-institutes:grid.473842.e
    452 schema:familyName Thompson
    453 schema:givenName Luke R.
    454 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0636610100.87
    455 rdf:type schema:Person
    456 sg:person.0645732562.90 schema:affiliation grid-institutes:grid.266100.3
    457 schema:familyName Mirarab
    458 schema:givenName Siavash
    459 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0645732562.90
    460 rdf:type schema:Person
    461 sg:person.0667244774.42 schema:affiliation grid-institutes:grid.266100.3
    462 schema:familyName Janssen
    463 schema:givenName Stefan
    464 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0667244774.42
    465 rdf:type schema:Person
    466 sg:person.0707416220.12 schema:affiliation grid-institutes:grid.170205.1
    467 schema:familyName Stevens
    468 schema:givenName Rick L.
    469 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0707416220.12
    470 rdf:type schema:Person
    471 sg:person.0712665654.32 schema:affiliation grid-institutes:grid.266100.3
    472 schema:familyName Kopylova
    473 schema:givenName Evguenia
    474 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0712665654.32
    475 rdf:type schema:Person
    476 sg:person.0725061453.51 schema:affiliation grid-institutes:grid.42505.36
    477 schema:familyName Fuhrman
    478 schema:givenName Jed A.
    479 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0725061453.51
    480 rdf:type schema:Person
    481 sg:person.0727626545.37 schema:affiliation grid-institutes:grid.170205.1
    482 schema:familyName Gilbert
    483 schema:givenName Jack A.
    484 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0727626545.37
    485 rdf:type schema:Person
    486 sg:person.0740540226.01 schema:affiliation grid-institutes:grid.266100.3
    487 schema:familyName Ackermann
    488 schema:givenName Gail
    489 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0740540226.01
    490 rdf:type schema:Person
    491 sg:person.0746341376.67 schema:affiliation grid-institutes:grid.187073.a
    492 schema:familyName Owens
    493 schema:givenName Sarah M.
    494 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0746341376.67
    495 rdf:type schema:Person
    496 sg:person.07522343062.47 schema:affiliation grid-institutes:grid.266100.3
    497 schema:familyName Kosciolek
    498 schema:givenName Tomasz
    499 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.07522343062.47
    500 rdf:type schema:Person
    501 sg:person.07611006373.15 schema:affiliation grid-institutes:grid.266100.3
    502 schema:familyName Morton
    503 schema:givenName James T.
    504 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.07611006373.15
    505 rdf:type schema:Person
    506 sg:person.0763606526.69 schema:affiliation grid-institutes:grid.266100.3
    507 schema:familyName Sanders
    508 schema:givenName Jon G.
    509 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0763606526.69
    510 rdf:type schema:Person
    511 sg:person.0773016300.66 schema:affiliation grid-institutes:grid.66859.34
    512 schema:familyName Gibbons
    513 schema:givenName Sean M.
    514 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0773016300.66
    515 rdf:type schema:Person
    516 sg:person.0777235637.90 schema:affiliation grid-institutes:grid.451303.0
    517 schema:familyName Jansson
    518 schema:givenName Janet K.
    519 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0777235637.90
    520 rdf:type schema:Person
    521 sg:pub.10.1007/bf00317508 schema:sameAs https://app.dimensions.ai/details/publication/pub.1029571553
    522 https://doi.org/10.1007/bf00317508
    523 rdf:type schema:CreativeWork
    524 sg:pub.10.1038/ismej.2009.97 schema:sameAs https://app.dimensions.ai/details/publication/pub.1024882111
    525 https://doi.org/10.1038/ismej.2009.97
    526 rdf:type schema:CreativeWork
    527 sg:pub.10.1038/ismej.2011.139 schema:sameAs https://app.dimensions.ai/details/publication/pub.1051863807
    528 https://doi.org/10.1038/ismej.2011.139
    529 rdf:type schema:CreativeWork
    530 sg:pub.10.1038/ismej.2011.24 schema:sameAs https://app.dimensions.ai/details/publication/pub.1007074967
    531 https://doi.org/10.1038/ismej.2011.24
    532 rdf:type schema:CreativeWork
    533 sg:pub.10.1038/ismej.2012.8 schema:sameAs https://app.dimensions.ai/details/publication/pub.1038992953
    534 https://doi.org/10.1038/ismej.2012.8
    535 rdf:type schema:CreativeWork
    536 sg:pub.10.1038/ismej.2013.37 schema:sameAs https://app.dimensions.ai/details/publication/pub.1053065277
    537 https://doi.org/10.1038/ismej.2013.37
    538 rdf:type schema:CreativeWork
    539 sg:pub.10.1038/ismej.2013.54 schema:sameAs https://app.dimensions.ai/details/publication/pub.1023249054
    540 https://doi.org/10.1038/ismej.2013.54
    541 rdf:type schema:CreativeWork
    542 sg:pub.10.1038/ismej.2015.191 schema:sameAs https://app.dimensions.ai/details/publication/pub.1025121402
    543 https://doi.org/10.1038/ismej.2015.191
    544 rdf:type schema:CreativeWork
    545 sg:pub.10.1038/ismej.2017.119 schema:sameAs https://app.dimensions.ai/details/publication/pub.1090852589
    546 https://doi.org/10.1038/ismej.2017.119
    547 rdf:type schema:CreativeWork
    548 sg:pub.10.1038/nature16504 schema:sameAs https://app.dimensions.ai/details/publication/pub.1048142283
    549 https://doi.org/10.1038/nature16504
    550 rdf:type schema:CreativeWork
    551 sg:pub.10.1038/nbt.1823 schema:sameAs https://app.dimensions.ai/details/publication/pub.1005906569
    552 https://doi.org/10.1038/nbt.1823
    553 rdf:type schema:CreativeWork
    554 sg:pub.10.1038/nbt.2676 schema:sameAs https://app.dimensions.ai/details/publication/pub.1034019934
    555 https://doi.org/10.1038/nbt.2676
    556 rdf:type schema:CreativeWork
    557 sg:pub.10.1038/nbt.3601 schema:sameAs https://app.dimensions.ai/details/publication/pub.1002490773
    558 https://doi.org/10.1038/nbt.3601
    559 rdf:type schema:CreativeWork
    560 sg:pub.10.1038/ncomms12083 schema:sameAs https://app.dimensions.ai/details/publication/pub.1047317292
    561 https://doi.org/10.1038/ncomms12083
    562 rdf:type schema:CreativeWork
    563 sg:pub.10.1038/nmeth.1650 schema:sameAs https://app.dimensions.ai/details/publication/pub.1005440831
    564 https://doi.org/10.1038/nmeth.1650
    565 rdf:type schema:CreativeWork
    566 sg:pub.10.1038/nmeth.f.303 schema:sameAs https://app.dimensions.ai/details/publication/pub.1009032055
    567 https://doi.org/10.1038/nmeth.f.303
    568 rdf:type schema:CreativeWork
    569 sg:pub.10.1038/nmicrobiol.2015.32 schema:sameAs https://app.dimensions.ai/details/publication/pub.1010010483
    570 https://doi.org/10.1038/nmicrobiol.2015.32
    571 rdf:type schema:CreativeWork
    572 sg:pub.10.1038/nmicrobiol.2016.145 schema:sameAs https://app.dimensions.ai/details/publication/pub.1040415355
    573 https://doi.org/10.1038/nmicrobiol.2016.145
    574 rdf:type schema:CreativeWork
    575 sg:pub.10.1038/nmicrobiol.2016.48 schema:sameAs https://app.dimensions.ai/details/publication/pub.1010598799
    576 https://doi.org/10.1038/nmicrobiol.2016.48
    577 rdf:type schema:CreativeWork
    578 sg:pub.10.1038/nrmicro1978 schema:sameAs https://app.dimensions.ai/details/publication/pub.1015675255
    579 https://doi.org/10.1038/nrmicro1978
    580 rdf:type schema:CreativeWork
    581 sg:pub.10.1038/nrmicro3109 schema:sameAs https://app.dimensions.ai/details/publication/pub.1025083133
    582 https://doi.org/10.1038/nrmicro3109
    583 rdf:type schema:CreativeWork
    584 sg:pub.10.1038/srep19054 schema:sameAs https://app.dimensions.ai/details/publication/pub.1032938040
    585 https://doi.org/10.1038/srep19054
    586 rdf:type schema:CreativeWork
    587 sg:pub.10.1038/srep40093 schema:sameAs https://app.dimensions.ai/details/publication/pub.1026952336
    588 https://doi.org/10.1038/srep40093
    589 rdf:type schema:CreativeWork
    590 sg:pub.10.1186/1471-2105-11-538 schema:sameAs https://app.dimensions.ai/details/publication/pub.1008466974
    591 https://doi.org/10.1186/1471-2105-11-538
    592 rdf:type schema:CreativeWork
    593 sg:pub.10.1186/2041-1480-4-43 schema:sameAs https://app.dimensions.ai/details/publication/pub.1038917600
    594 https://doi.org/10.1186/2041-1480-4-43
    595 rdf:type schema:CreativeWork
    596 sg:pub.10.1186/2047-217x-1-7 schema:sameAs https://app.dimensions.ai/details/publication/pub.1050567563
    597 https://doi.org/10.1186/2047-217x-1-7
    598 rdf:type schema:CreativeWork
    599 sg:pub.10.1186/2047-217x-2-16 schema:sameAs https://app.dimensions.ai/details/publication/pub.1022546943
    600 https://doi.org/10.1186/2047-217x-2-16
    601 rdf:type schema:CreativeWork
    602 sg:pub.10.1186/2047-217x-3-2 schema:sameAs https://app.dimensions.ai/details/publication/pub.1012983783
    603 https://doi.org/10.1186/2047-217x-3-2
    604 rdf:type schema:CreativeWork
    605 sg:pub.10.1186/gb-2012-13-1-r5 schema:sameAs https://app.dimensions.ai/details/publication/pub.1016188100
    606 https://doi.org/10.1186/gb-2012-13-1-r5
    607 rdf:type schema:CreativeWork
    608 sg:pub.10.1186/s12859-016-0937-5 schema:sameAs https://app.dimensions.ai/details/publication/pub.1040159126
    609 https://doi.org/10.1186/s12859-016-0937-5
    610 rdf:type schema:CreativeWork
    611 sg:pub.10.1186/s12866-014-0294-3 schema:sameAs https://app.dimensions.ai/details/publication/pub.1019310594
    612 https://doi.org/10.1186/s12866-014-0294-3
    613 rdf:type schema:CreativeWork
    614 sg:pub.10.1186/s12915-014-0069-1 schema:sameAs https://app.dimensions.ai/details/publication/pub.1000588445
    615 https://doi.org/10.1186/s12915-014-0069-1
    616 rdf:type schema:CreativeWork
    617 sg:pub.10.1186/s12915-014-0087-z schema:sameAs https://app.dimensions.ai/details/publication/pub.1027737035
    618 https://doi.org/10.1186/s12915-014-0087-z
    619 rdf:type schema:CreativeWork
    620 sg:pub.10.1186/s13326-016-0097-6 schema:sameAs https://app.dimensions.ai/details/publication/pub.1018741101
    621 https://doi.org/10.1186/s13326-016-0097-6
    622 rdf:type schema:CreativeWork
    623 sg:pub.10.1186/s40168-016-0181-2 schema:sameAs https://app.dimensions.ai/details/publication/pub.1050507891
    624 https://doi.org/10.1186/s40168-016-0181-2
    625 rdf:type schema:CreativeWork
    626 sg:pub.10.4056/sigs.1433550 schema:sameAs https://app.dimensions.ai/details/publication/pub.1015489166
    627 https://doi.org/10.4056/sigs.1433550
    628 rdf:type schema:CreativeWork
    629 grid-institutes:grid.170205.1 schema:alternateName Department of Computer Science, University of Chicago, Chicago, Illinois, USA
    630 Department of Surgery, University of Chicago, Chicago, Illinois, USA
    631 schema:name Biosciences Division, Argonne National Laboratory, Argonne, Illinois, USA
    632 Computing, Environment and Life Sciences, Argonne National Laboratory, Argonne, Illinois, USA
    633 Department of Computer Science, University of Chicago, Chicago, Illinois, USA
    634 Department of Surgery, University of Chicago, Chicago, Illinois, USA
    635 rdf:type schema:Organization
    636 grid-institutes:grid.17088.36 schema:alternateName Program in Ecology, Evolutionary Biology and Behavior, Michigan State University, East Lansing, Michigan, USA
    637 schema:name Department of Microbiology and Molecular Genetics, Michigan State University, East Lansing, Michigan, USA
    638 Department of Plant, Soil and Microbial Sciences, Michigan State University, East Lansing, Michigan, USA
    639 Program in Ecology, Evolutionary Biology and Behavior, Michigan State University, East Lansing, Michigan, USA
    640 rdf:type schema:Organization
    641 grid-institutes:grid.185648.6 schema:alternateName Department of Biological Sciences, University of Illinois at Chicago, Chicago, Illinois, USA
    642 schema:name Biosciences Division, Argonne National Laboratory, Argonne, Illinois, USA
    643 Department of Biological Sciences, University of Illinois at Chicago, Chicago, Illinois, USA
    644 rdf:type schema:Organization
    645 grid-institutes:grid.187073.a schema:alternateName Biosciences Division, Argonne National Laboratory, Argonne, Illinois, USA
    646 schema:name Biosciences Division, Argonne National Laboratory, Argonne, Illinois, USA
    647 rdf:type schema:Organization
    648 grid-institutes:grid.261120.6 schema:alternateName Pathogen and Microbiome Institute, Northern Arizona University, Flagstaff, Arizona, USA
    649 schema:name Pathogen and Microbiome Institute, Northern Arizona University, Flagstaff, Arizona, USA
    650 rdf:type schema:Organization
    651 grid-institutes:grid.266100.3 schema:alternateName Center for Microbiome Innovation, University of California San Diego, La Jolla, California, USA
    652 Department of Computer Science and Engineering, University of California San Diego, La Jolla, California, USA
    653 Department of Electrical and Computer Engineering, University of California San Diego, La Jolla, California, USA
    654 Department of Family Medicine and Public Health, University of California San Diego, La Jolla, California, USA
    655 Department of Pediatrics, University of California San Diego, La Jolla, California, USA
    656 Skaggs School of Pharmacy, University of California San Diego, La Jolla, California, USA
    657 schema:name Center for Microbiome Innovation, University of California San Diego, La Jolla, California, USA
    658 Department of Computer Science and Engineering, University of California San Diego, La Jolla, California, USA
    659 Department of Electrical and Computer Engineering, University of California San Diego, La Jolla, California, USA
    660 Department of Family Medicine and Public Health, University of California San Diego, La Jolla, California, USA
    661 Department of Pediatrics, University of California San Diego, La Jolla, California, USA
    662 Division of Biological Sciences, University of California San Diego, La Jolla, California, USA
    663 Skaggs School of Pharmacy, University of California San Diego, La Jolla, California, USA
    664 rdf:type schema:Organization
    665 grid-institutes:grid.266102.1 schema:alternateName The Gladstone Institutes and University of California San Francisco, San Francisco, California, USA
    666 schema:name The Gladstone Institutes and University of California San Francisco, San Francisco, California, USA
    667 rdf:type schema:Organization
    668 grid-institutes:grid.266190.a schema:alternateName BioFrontiers Institute, University of Colorado, Boulder, Colorado, USA
    669 Department of Computer Science, University of Colorado, Boulder, Colorado, USA
    670 Department of Ecology and Evolutionary Biology, University of Colorado, Boulder, Colorado, USA
    671 schema:name BioFrontiers Institute, University of Colorado, Boulder, Colorado, USA
    672 Department of Computer Science, University of Colorado, Boulder, Colorado, USA
    673 Department of Ecology and Evolutionary Biology, University of Colorado, Boulder, Colorado, USA
    674 rdf:type schema:Organization
    675 grid-institutes:grid.38142.3c schema:alternateName Department of Organismic and Evolutionary Biology, Harvard University, Cambridge, Massachusetts, USA
    676 schema:name Department of Organismic and Evolutionary Biology, Harvard University, Cambridge, Massachusetts, USA
    677 rdf:type schema:Organization
    678 grid-institutes:grid.411377.7 schema:alternateName Department of Biology, Indiana University, Bloomington, Indiana, USA
    679 schema:name Department of Biology, Indiana University, Bloomington, Indiana, USA
    680 rdf:type schema:Organization
    681 grid-institutes:grid.42505.36 schema:alternateName Department of Biological Sciences, University of Southern California, Los Angeles, California, USA
    682 schema:name Department of Biological Sciences, University of Southern California, Los Angeles, California, USA
    683 rdf:type schema:Organization
    684 grid-institutes:grid.451303.0 schema:alternateName Earth and Biological Sciences Directorate, Pacific Northwest National Laboratory, Richland, Washington, USA
    685 schema:name Earth and Biological Sciences Directorate, Pacific Northwest National Laboratory, Richland, Washington, USA
    686 rdf:type schema:Organization
    687 grid-institutes:grid.464551.7 schema:alternateName Cooperative Institute for Research in Environmental Sciences, University of Colorado, Boulder, Colorado, USA
    688 schema:name Cooperative Institute for Research in Environmental Sciences, University of Colorado, Boulder, Colorado, USA
    689 Department of Ecology and Evolutionary Biology, University of Colorado, Boulder, Colorado, USA
    690 rdf:type schema:Organization
    691 grid-institutes:grid.473842.e schema:alternateName Ocean Chemistry and Ecosystems Division, Atlantic Oceanographic and Meteorological Laboratory, National Oceanic and Atmospheric Administration, stationed at Southwest Fisheries Science Center, La Jolla, California, USA
    692 schema:name Department of Biological Sciences and Northern Gulf Institute, University of Southern Mississippi, Hattiesburg, Mississippi, USA
    693 Department of Pediatrics, University of California San Diego, La Jolla, California, USA
    694 Ocean Chemistry and Ecosystems Division, Atlantic Oceanographic and Meteorological Laboratory, National Oceanic and Atmospheric Administration, stationed at Southwest Fisheries Science Center, La Jolla, California, USA
    695 rdf:type schema:Organization
    696 grid-institutes:grid.481551.c schema:alternateName Industrial and Applied Genomics, IBM Almaden Research Center, San Jose, California, USA
    697 schema:name Industrial and Applied Genomics, IBM Almaden Research Center, San Jose, California, USA
    698 rdf:type schema:Organization
    699 grid-institutes:grid.66859.34 schema:alternateName The Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
    700 schema:name Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
    701 The Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
    702 rdf:type schema:Organization
     




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


    ...