The FAIR Guiding Principles for scientific data management and stewardship.
Identifieur interne : 000020 ( PubMed/Corpus ); précédent : 000019; suivant : 000021The FAIR Guiding Principles for scientific data management and stewardship.
Auteurs : Mark D. Wilkinson ; Michel Dumontier ; I Jsbrand Jan Aalbersberg ; Gabrielle Appleton ; Myles Axton ; Arie Baak ; Niklas Blomberg ; Jan-Willem Boiten ; Luiz Bonino Da Silva Santos ; Philip E. Bourne ; Jildau Bouwman ; Anthony J. Brookes ; Tim Clark ; Mercè Crosas ; Ingrid Dillo ; Olivier Dumon ; Scott Edmunds ; Chris T. Evelo ; Richard Finkers ; Alejandra Gonzalez-Beltran ; Alasdair J G. Gray ; Paul Groth ; Carole Goble ; Jeffrey S. Grethe ; Jaap Heringa ; Peter A C. 'T Hoen ; Rob Hooft ; Tobias Kuhn ; Ruben Kok ; Joost Kok ; Scott J. Lusher ; Maryann E. Martone ; Albert Mons ; Abel L. Packer ; Bengt Persson ; Philippe Rocca-Serra ; Marco Roos ; Rene Van Schaik ; Susanna-Assunta Sansone ; Erik Schultes ; Thierry Sengstag ; Ted Slater ; George Strawn ; Morris A. Swertz ; Mark Thompson ; Johan Van Der Lei ; Erik Van Mulligen ; Jan Velterop ; Andra Waagmeester ; Peter Wittenburg ; Katherine Wolstencroft ; Jun Zhao ; Barend MonsSource :
- Scientific data [ 2052-4463 ] ; 2016.
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Abstract
There is an urgent need to improve the infrastructure supporting the reuse of scholarly data. A diverse set of stakeholders-representing academia, industry, funding agencies, and scholarly publishers-have come together to design and jointly endorse a concise and measureable set of principles that we refer to as the FAIR Data Principles. The intent is that these may act as a guideline for those wishing to enhance the reusability of their data holdings. Distinct from peer initiatives that focus on the human scholar, the FAIR Principles put specific emphasis on enhancing the ability of machines to automatically find and use the data, in addition to supporting its reuse by individuals. This Comment is the first formal publication of the FAIR Principles, and includes the rationale behind them, and some exemplar implementations in the community.
DOI: 10.1038/sdata.2016.18
PubMed: 26978244
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pubmed:26978244Le document en format XML
<record><TEI><teiHeader><fileDesc><titleStmt><title xml:lang="en">The FAIR Guiding Principles for scientific data management and stewardship.</title><author><name sortKey="Wilkinson, Mark D" sort="Wilkinson, Mark D" uniqKey="Wilkinson M" first="Mark D" last="Wilkinson">Mark D. Wilkinson</name><affiliation><nlm:affiliation>Center for Plant Biotechnology and Genomics, Universidad Politécnica de Madrid, Madrid 28223, Spain.</nlm:affiliation></affiliation></author><author><name sortKey="Dumontier, Michel" sort="Dumontier, Michel" uniqKey="Dumontier M" first="Michel" last="Dumontier">Michel Dumontier</name><affiliation><nlm:affiliation>Stanford University, Stanford 94305-5411, USA.</nlm:affiliation></affiliation></author><author><name sortKey="Aalbersberg, I Jsbrand Jan" sort="Aalbersberg, I Jsbrand Jan" uniqKey="Aalbersberg I" first="I Jsbrand Jan" last="Aalbersberg">I Jsbrand Jan Aalbersberg</name></author><author><name sortKey="Appleton, Gabrielle" sort="Appleton, Gabrielle" uniqKey="Appleton G" first="Gabrielle" last="Appleton">Gabrielle Appleton</name></author><author><name sortKey="Axton, Myles" sort="Axton, Myles" uniqKey="Axton M" first="Myles" last="Axton">Myles Axton</name><affiliation><nlm:affiliation>Nature Genetics, New York 10004-1562, USA.</nlm:affiliation></affiliation></author><author><name sortKey="Baak, Arie" sort="Baak, Arie" uniqKey="Baak A" first="Arie" last="Baak">Arie Baak</name><affiliation><nlm:affiliation>Euretos and Phortos Consultants, Rotterdam 2741 CA, The Netherlands.</nlm:affiliation></affiliation></author><author><name sortKey="Blomberg, Niklas" sort="Blomberg, Niklas" uniqKey="Blomberg N" first="Niklas" last="Blomberg">Niklas Blomberg</name><affiliation><nlm:affiliation>ELIXIR, Wellcome Genome Campus, Hinxton CB10 1SA, UK.</nlm:affiliation></affiliation></author><author><name sortKey="Boiten, Jan Willem" sort="Boiten, Jan Willem" uniqKey="Boiten J" first="Jan-Willem" last="Boiten">Jan-Willem Boiten</name><affiliation><nlm:affiliation>Lygature, Eindhoven 5656 AG, The Netherlands.</nlm:affiliation></affiliation></author><author><name sortKey="Da Silva Santos, Luiz Bonino" sort="Da Silva Santos, Luiz Bonino" uniqKey="Da Silva Santos L" first="Luiz Bonino" last="Da Silva Santos">Luiz Bonino Da Silva Santos</name><affiliation><nlm:affiliation>Vrije Universiteit Amsterdam, Dutch Techcenter for Life Sciences, Amsterdam 1081 HV, The Netherlands.</nlm:affiliation></affiliation></author><author><name sortKey="Bourne, Philip E" sort="Bourne, Philip E" uniqKey="Bourne P" first="Philip E" last="Bourne">Philip E. Bourne</name><affiliation><nlm:affiliation>Office of the Director, National Institutes of Health, Rockville 20892, USA.</nlm:affiliation></affiliation></author><author><name sortKey="Bouwman, Jildau" sort="Bouwman, Jildau" uniqKey="Bouwman J" first="Jildau" last="Bouwman">Jildau Bouwman</name><affiliation><nlm:affiliation>TNO, Zeist 3700 AJ, The Netherlands.</nlm:affiliation></affiliation></author><author><name sortKey="Brookes, Anthony J" sort="Brookes, Anthony J" uniqKey="Brookes A" first="Anthony J" last="Brookes">Anthony J. Brookes</name><affiliation><nlm:affiliation>Department of Genetics, University of Leicester, Leicester LE1 7RH, UK.</nlm:affiliation></affiliation></author><author><name sortKey="Clark, Tim" sort="Clark, Tim" uniqKey="Clark T" first="Tim" last="Clark">Tim Clark</name><affiliation><nlm:affiliation>Harvard Medical School, Boston, Massachusetts MA 02115, USA.</nlm:affiliation></affiliation></author><author><name sortKey="Crosas, Merce" sort="Crosas, Merce" uniqKey="Crosas M" first="Mercè" last="Crosas">Mercè Crosas</name><affiliation><nlm:affiliation>Harvard University, Cambridge, Massachusetts MA 02138, USA.</nlm:affiliation></affiliation></author><author><name sortKey="Dillo, Ingrid" sort="Dillo, Ingrid" uniqKey="Dillo I" first="Ingrid" last="Dillo">Ingrid Dillo</name><affiliation><nlm:affiliation>Data Archiving and Networked Services (DANS), The Hague 2593 HW, The Netherlands.</nlm:affiliation></affiliation></author><author><name sortKey="Dumon, Olivier" sort="Dumon, Olivier" uniqKey="Dumon O" first="Olivier" last="Dumon">Olivier Dumon</name></author><author><name sortKey="Edmunds, Scott" sort="Edmunds, Scott" uniqKey="Edmunds S" first="Scott" last="Edmunds">Scott Edmunds</name><affiliation><nlm:affiliation>GigaScience, Beijing Genomics Institute, Shenzhen 518083, China.</nlm:affiliation></affiliation></author><author><name sortKey="Evelo, Chris T" sort="Evelo, Chris T" uniqKey="Evelo C" first="Chris T" last="Evelo">Chris T. Evelo</name><affiliation><nlm:affiliation>Department of Bioinformatics, Maastricht University, Maastricht 6200 MD, The Netherlands.</nlm:affiliation></affiliation></author><author><name sortKey="Finkers, Richard" sort="Finkers, Richard" uniqKey="Finkers R" first="Richard" last="Finkers">Richard Finkers</name><affiliation><nlm:affiliation>Wageningen UR Plant Breeding, Wageningen 6708 PB, The Netherlands.</nlm:affiliation></affiliation></author><author><name sortKey="Gonzalez Beltran, Alejandra" sort="Gonzalez Beltran, Alejandra" uniqKey="Gonzalez Beltran A" first="Alejandra" last="Gonzalez-Beltran">Alejandra Gonzalez-Beltran</name><affiliation><nlm:affiliation>Oxford e-Research Center, University of Oxford, Oxford OX1 3QG, UK.</nlm:affiliation></affiliation></author><author><name sortKey="Gray, Alasdair J G" sort="Gray, Alasdair J G" uniqKey="Gray A" first="Alasdair J G" last="Gray">Alasdair J G. Gray</name><affiliation><nlm:affiliation>Heriot-Watt University, Edinburgh EH14 4AS, UK.</nlm:affiliation></affiliation></author><author><name sortKey="Groth, Paul" sort="Groth, Paul" uniqKey="Groth P" first="Paul" last="Groth">Paul Groth</name></author><author><name sortKey="Goble, Carole" sort="Goble, Carole" uniqKey="Goble C" first="Carole" last="Goble">Carole Goble</name><affiliation><nlm:affiliation>School of Computer Science, University of Manchester, Manchester M13 9PL, UK.</nlm:affiliation></affiliation></author><author><name sortKey="Grethe, Jeffrey S" sort="Grethe, Jeffrey S" uniqKey="Grethe J" first="Jeffrey S" last="Grethe">Jeffrey S. Grethe</name><affiliation><nlm:affiliation>Center for Research in Biological Systems, School of Medicine, University of California San Diego, La Jolla, California 92093-0446, USA.</nlm:affiliation></affiliation></author><author><name sortKey="Heringa, Jaap" sort="Heringa, Jaap" uniqKey="Heringa J" first="Jaap" last="Heringa">Jaap Heringa</name><affiliation><nlm:affiliation>Dutch Techcenter for the Life Sciences, Utrecht 3501 DE, The Netherlands.</nlm:affiliation></affiliation></author><author><name sortKey=" T Hoen, Peter A C" sort=" T Hoen, Peter A C" uniqKey=" T Hoen P" first="Peter A C" last="'T Hoen">Peter A C. 'T Hoen</name><affiliation><nlm:affiliation>Department of Human Genetics, Leiden University Medical Center, Dutch Techcenter for the Life Sciences, Leiden 2300 RC, The Netherlands.</nlm:affiliation></affiliation></author><author><name sortKey="Hooft, Rob" sort="Hooft, Rob" uniqKey="Hooft R" first="Rob" last="Hooft">Rob Hooft</name><affiliation><nlm:affiliation>Dutch TechCenter for Life Sciences and ELIXIR-NL, Utrecht 3501 DE, The Netherlands.</nlm:affiliation></affiliation></author><author><name sortKey="Kuhn, Tobias" sort="Kuhn, Tobias" uniqKey="Kuhn T" first="Tobias" last="Kuhn">Tobias Kuhn</name><affiliation><nlm:affiliation>VU University Amsterdam, Amsterdam 1081 HV, The Netherlands.</nlm:affiliation></affiliation></author><author><name sortKey="Kok, Ruben" sort="Kok, Ruben" uniqKey="Kok R" first="Ruben" last="Kok">Ruben Kok</name><affiliation><nlm:affiliation>Dutch Techcenter for the Life Sciences, Utrecht 3501 DE, The Netherlands.</nlm:affiliation></affiliation></author><author><name sortKey="Kok, Joost" sort="Kok, Joost" uniqKey="Kok J" first="Joost" last="Kok">Joost Kok</name><affiliation><nlm:affiliation>Leiden Center of Data Science, Leiden University, Leiden 2300 RA, The Netherlands.</nlm:affiliation></affiliation></author><author><name sortKey="Lusher, Scott J" sort="Lusher, Scott J" uniqKey="Lusher S" first="Scott J" last="Lusher">Scott J. Lusher</name><affiliation><nlm:affiliation>Netherlands eScience Center, Amsterdam 1098 XG, The Netherlands.</nlm:affiliation></affiliation></author><author><name sortKey="Martone, Maryann E" sort="Martone, Maryann E" uniqKey="Martone M" first="Maryann E" last="Martone">Maryann E. Martone</name><affiliation><nlm:affiliation>National Center for Microscopy and Imaging Research, UCSD, San Diego 92103, USA.</nlm:affiliation></affiliation></author><author><name sortKey="Mons, Albert" sort="Mons, Albert" uniqKey="Mons A" first="Albert" last="Mons">Albert Mons</name><affiliation><nlm:affiliation>Phortos Consultants, San Diego 92011, USA.</nlm:affiliation></affiliation></author><author><name sortKey="Packer, Abel L" sort="Packer, Abel L" uniqKey="Packer A" first="Abel L" last="Packer">Abel L. Packer</name><affiliation><nlm:affiliation>SciELO/FAPESP Program, UNIFESP Foundation, São Paulo 05468-901, Brazil.</nlm:affiliation></affiliation></author><author><name sortKey="Persson, Bengt" sort="Persson, Bengt" uniqKey="Persson B" first="Bengt" last="Persson">Bengt Persson</name><affiliation><nlm:affiliation>Bioinformatics Infrastructure for Life Sciences (BILS), Science for Life Laboratory, Dept of Cell and Molecular Biology, Uppsala University, S-751 24, Uppsala, Sweden.</nlm:affiliation></affiliation></author><author><name sortKey="Rocca Serra, Philippe" sort="Rocca Serra, Philippe" uniqKey="Rocca Serra P" first="Philippe" last="Rocca-Serra">Philippe Rocca-Serra</name><affiliation><nlm:affiliation>Oxford e-Research Center, University of Oxford, Oxford OX1 3QG, UK.</nlm:affiliation></affiliation></author><author><name sortKey="Roos, Marco" sort="Roos, Marco" uniqKey="Roos M" first="Marco" last="Roos">Marco Roos</name><affiliation><nlm:affiliation>Leiden University Medical Center, Leiden 2333 ZA, The Netherlands.</nlm:affiliation></affiliation></author><author><name sortKey="Van Schaik, Rene" sort="Van Schaik, Rene" uniqKey="Van Schaik R" first="Rene" last="Van Schaik">Rene Van Schaik</name><affiliation><nlm:affiliation>Bayer CropScience, Gent Area 1831, Belgium.</nlm:affiliation></affiliation></author><author><name sortKey="Sansone, Susanna Assunta" sort="Sansone, Susanna Assunta" uniqKey="Sansone S" first="Susanna-Assunta" last="Sansone">Susanna-Assunta Sansone</name><affiliation><nlm:affiliation>Oxford e-Research Center, University of Oxford, Oxford OX1 3QG, UK.</nlm:affiliation></affiliation></author><author><name sortKey="Schultes, Erik" sort="Schultes, Erik" uniqKey="Schultes E" first="Erik" last="Schultes">Erik Schultes</name><affiliation><nlm:affiliation>Leiden Institute for Advanced Computer Science, Leiden University Medical Center, Leiden 2300 RA, The Netherlands.</nlm:affiliation></affiliation></author><author><name sortKey="Sengstag, Thierry" sort="Sengstag, Thierry" uniqKey="Sengstag T" first="Thierry" last="Sengstag">Thierry Sengstag</name><affiliation><nlm:affiliation>Swiss Institute of Bioinformatics and University of Basel, Basel 4056, Switzerland.</nlm:affiliation></affiliation></author><author><name sortKey="Slater, Ted" sort="Slater, Ted" uniqKey="Slater T" first="Ted" last="Slater">Ted Slater</name><affiliation><nlm:affiliation>Cray, Inc., Seattle 98164, USA.</nlm:affiliation></affiliation></author><author><name sortKey="Strawn, George" sort="Strawn, George" uniqKey="Strawn G" first="George" last="Strawn">George Strawn</name></author><author><name sortKey="Swertz, Morris A" sort="Swertz, Morris A" uniqKey="Swertz M" first="Morris A" last="Swertz">Morris A. Swertz</name><affiliation><nlm:affiliation>University Medical Center Groningen (UMCG), University of Groningen, Groningen 9713 GZ, The Netherlands.</nlm:affiliation></affiliation></author><author><name sortKey="Thompson, Mark" sort="Thompson, Mark" uniqKey="Thompson M" first="Mark" last="Thompson">Mark Thompson</name><affiliation><nlm:affiliation>Leiden University Medical Center, Leiden 2333 ZA, The Netherlands.</nlm:affiliation></affiliation></author><author><name sortKey="Van Der Lei, Johan" sort="Van Der Lei, Johan" uniqKey="Van Der Lei J" first="Johan" last="Van Der Lei">Johan Van Der Lei</name><affiliation><nlm:affiliation>Erasmus MC, Rotterdam 3015 CE, The Netherlands.</nlm:affiliation></affiliation></author><author><name sortKey="Van Mulligen, Erik" sort="Van Mulligen, Erik" uniqKey="Van Mulligen E" first="Erik" last="Van Mulligen">Erik Van Mulligen</name><affiliation><nlm:affiliation>Erasmus MC, Rotterdam 3015 CE, The Netherlands.</nlm:affiliation></affiliation></author><author><name sortKey="Velterop, Jan" sort="Velterop, Jan" uniqKey="Velterop J" first="Jan" last="Velterop">Jan Velterop</name><affiliation><nlm:affiliation>Independent Open Access and Open Science Advocate, Guildford GU1 3PW, UK.</nlm:affiliation></affiliation></author><author><name sortKey="Waagmeester, Andra" sort="Waagmeester, Andra" uniqKey="Waagmeester A" first="Andra" last="Waagmeester">Andra Waagmeester</name><affiliation><nlm:affiliation>Micelio, Antwerp 2180, Belgium.</nlm:affiliation></affiliation></author><author><name sortKey="Wittenburg, Peter" sort="Wittenburg, Peter" uniqKey="Wittenburg P" first="Peter" last="Wittenburg">Peter Wittenburg</name><affiliation><nlm:affiliation>Max Planck Compute and Data Facility, MPS, Garching 85748, Germany.</nlm:affiliation></affiliation></author><author><name sortKey="Wolstencroft, Katherine" sort="Wolstencroft, Katherine" uniqKey="Wolstencroft K" first="Katherine" last="Wolstencroft">Katherine Wolstencroft</name><affiliation><nlm:affiliation>Leiden Institute of Advanced Computer Science, Leiden University, Leiden 2333 CA, The Netherlands.</nlm:affiliation></affiliation></author><author><name sortKey="Zhao, Jun" sort="Zhao, Jun" uniqKey="Zhao J" first="Jun" last="Zhao">Jun Zhao</name><affiliation><nlm:affiliation>Department of Computer Science, Oxford University, Oxford OX1 3QD, UK.</nlm:affiliation></affiliation></author><author><name sortKey="Mons, Barend" sort="Mons, Barend" uniqKey="Mons B" first="Barend" last="Mons">Barend Mons</name><affiliation><nlm:affiliation>Leiden University Medical Center, Leiden and Dutch TechCenter for Life Sciences, Utrecht 2333 ZA, The Netherlands.</nlm:affiliation></affiliation></author></titleStmt><publicationStmt><idno type="wicri:source">PubMed</idno><date when="2016">2016</date><idno type="RBID">pubmed:26978244</idno><idno type="pmid">26978244</idno><idno type="doi">10.1038/sdata.2016.18</idno><idno type="wicri:Area/PubMed/Corpus">000020</idno></publicationStmt><sourceDesc><biblStruct><analytic><title xml:lang="en">The FAIR Guiding Principles for scientific data management and stewardship.</title><author><name sortKey="Wilkinson, Mark D" sort="Wilkinson, Mark D" uniqKey="Wilkinson M" first="Mark D" last="Wilkinson">Mark D. Wilkinson</name><affiliation><nlm:affiliation>Center for Plant Biotechnology and Genomics, Universidad Politécnica de Madrid, Madrid 28223, Spain.</nlm:affiliation></affiliation></author><author><name sortKey="Dumontier, Michel" sort="Dumontier, Michel" uniqKey="Dumontier M" first="Michel" last="Dumontier">Michel Dumontier</name><affiliation><nlm:affiliation>Stanford University, Stanford 94305-5411, USA.</nlm:affiliation></affiliation></author><author><name sortKey="Aalbersberg, I Jsbrand Jan" sort="Aalbersberg, I Jsbrand Jan" uniqKey="Aalbersberg I" first="I Jsbrand Jan" last="Aalbersberg">I Jsbrand Jan Aalbersberg</name></author><author><name sortKey="Appleton, Gabrielle" sort="Appleton, Gabrielle" uniqKey="Appleton G" first="Gabrielle" last="Appleton">Gabrielle Appleton</name></author><author><name sortKey="Axton, Myles" sort="Axton, Myles" uniqKey="Axton M" first="Myles" last="Axton">Myles Axton</name><affiliation><nlm:affiliation>Nature Genetics, New York 10004-1562, USA.</nlm:affiliation></affiliation></author><author><name sortKey="Baak, Arie" sort="Baak, Arie" uniqKey="Baak A" first="Arie" last="Baak">Arie Baak</name><affiliation><nlm:affiliation>Euretos and Phortos Consultants, Rotterdam 2741 CA, The Netherlands.</nlm:affiliation></affiliation></author><author><name sortKey="Blomberg, Niklas" sort="Blomberg, Niklas" uniqKey="Blomberg N" first="Niklas" last="Blomberg">Niklas Blomberg</name><affiliation><nlm:affiliation>ELIXIR, Wellcome Genome Campus, Hinxton CB10 1SA, UK.</nlm:affiliation></affiliation></author><author><name sortKey="Boiten, Jan Willem" sort="Boiten, Jan Willem" uniqKey="Boiten J" first="Jan-Willem" last="Boiten">Jan-Willem Boiten</name><affiliation><nlm:affiliation>Lygature, Eindhoven 5656 AG, The Netherlands.</nlm:affiliation></affiliation></author><author><name sortKey="Da Silva Santos, Luiz Bonino" sort="Da Silva Santos, Luiz Bonino" uniqKey="Da Silva Santos L" first="Luiz Bonino" last="Da Silva Santos">Luiz Bonino Da Silva Santos</name><affiliation><nlm:affiliation>Vrije Universiteit Amsterdam, Dutch Techcenter for Life Sciences, Amsterdam 1081 HV, The Netherlands.</nlm:affiliation></affiliation></author><author><name sortKey="Bourne, Philip E" sort="Bourne, Philip E" uniqKey="Bourne P" first="Philip E" last="Bourne">Philip E. Bourne</name><affiliation><nlm:affiliation>Office of the Director, National Institutes of Health, Rockville 20892, USA.</nlm:affiliation></affiliation></author><author><name sortKey="Bouwman, Jildau" sort="Bouwman, Jildau" uniqKey="Bouwman J" first="Jildau" last="Bouwman">Jildau Bouwman</name><affiliation><nlm:affiliation>TNO, Zeist 3700 AJ, The Netherlands.</nlm:affiliation></affiliation></author><author><name sortKey="Brookes, Anthony J" sort="Brookes, Anthony J" uniqKey="Brookes A" first="Anthony J" last="Brookes">Anthony J. Brookes</name><affiliation><nlm:affiliation>Department of Genetics, University of Leicester, Leicester LE1 7RH, UK.</nlm:affiliation></affiliation></author><author><name sortKey="Clark, Tim" sort="Clark, Tim" uniqKey="Clark T" first="Tim" last="Clark">Tim Clark</name><affiliation><nlm:affiliation>Harvard Medical School, Boston, Massachusetts MA 02115, USA.</nlm:affiliation></affiliation></author><author><name sortKey="Crosas, Merce" sort="Crosas, Merce" uniqKey="Crosas M" first="Mercè" last="Crosas">Mercè Crosas</name><affiliation><nlm:affiliation>Harvard University, Cambridge, Massachusetts MA 02138, USA.</nlm:affiliation></affiliation></author><author><name sortKey="Dillo, Ingrid" sort="Dillo, Ingrid" uniqKey="Dillo I" first="Ingrid" last="Dillo">Ingrid Dillo</name><affiliation><nlm:affiliation>Data Archiving and Networked Services (DANS), The Hague 2593 HW, The Netherlands.</nlm:affiliation></affiliation></author><author><name sortKey="Dumon, Olivier" sort="Dumon, Olivier" uniqKey="Dumon O" first="Olivier" last="Dumon">Olivier Dumon</name></author><author><name sortKey="Edmunds, Scott" sort="Edmunds, Scott" uniqKey="Edmunds S" first="Scott" last="Edmunds">Scott Edmunds</name><affiliation><nlm:affiliation>GigaScience, Beijing Genomics Institute, Shenzhen 518083, China.</nlm:affiliation></affiliation></author><author><name sortKey="Evelo, Chris T" sort="Evelo, Chris T" uniqKey="Evelo C" first="Chris T" last="Evelo">Chris T. Evelo</name><affiliation><nlm:affiliation>Department of Bioinformatics, Maastricht University, Maastricht 6200 MD, The Netherlands.</nlm:affiliation></affiliation></author><author><name sortKey="Finkers, Richard" sort="Finkers, Richard" uniqKey="Finkers R" first="Richard" last="Finkers">Richard Finkers</name><affiliation><nlm:affiliation>Wageningen UR Plant Breeding, Wageningen 6708 PB, The Netherlands.</nlm:affiliation></affiliation></author><author><name sortKey="Gonzalez Beltran, Alejandra" sort="Gonzalez Beltran, Alejandra" uniqKey="Gonzalez Beltran A" first="Alejandra" last="Gonzalez-Beltran">Alejandra Gonzalez-Beltran</name><affiliation><nlm:affiliation>Oxford e-Research Center, University of Oxford, Oxford OX1 3QG, UK.</nlm:affiliation></affiliation></author><author><name sortKey="Gray, Alasdair J G" sort="Gray, Alasdair J G" uniqKey="Gray A" first="Alasdair J G" last="Gray">Alasdair J G. Gray</name><affiliation><nlm:affiliation>Heriot-Watt University, Edinburgh EH14 4AS, UK.</nlm:affiliation></affiliation></author><author><name sortKey="Groth, Paul" sort="Groth, Paul" uniqKey="Groth P" first="Paul" last="Groth">Paul Groth</name></author><author><name sortKey="Goble, Carole" sort="Goble, Carole" uniqKey="Goble C" first="Carole" last="Goble">Carole Goble</name><affiliation><nlm:affiliation>School of Computer Science, University of Manchester, Manchester M13 9PL, UK.</nlm:affiliation></affiliation></author><author><name sortKey="Grethe, Jeffrey S" sort="Grethe, Jeffrey S" uniqKey="Grethe J" first="Jeffrey S" last="Grethe">Jeffrey S. Grethe</name><affiliation><nlm:affiliation>Center for Research in Biological Systems, School of Medicine, University of California San Diego, La Jolla, California 92093-0446, USA.</nlm:affiliation></affiliation></author><author><name sortKey="Heringa, Jaap" sort="Heringa, Jaap" uniqKey="Heringa J" first="Jaap" last="Heringa">Jaap Heringa</name><affiliation><nlm:affiliation>Dutch Techcenter for the Life Sciences, Utrecht 3501 DE, The Netherlands.</nlm:affiliation></affiliation></author><author><name sortKey=" T Hoen, Peter A C" sort=" T Hoen, Peter A C" uniqKey=" T Hoen P" first="Peter A C" last="'T Hoen">Peter A C. 'T Hoen</name><affiliation><nlm:affiliation>Department of Human Genetics, Leiden University Medical Center, Dutch Techcenter for the Life Sciences, Leiden 2300 RC, The Netherlands.</nlm:affiliation></affiliation></author><author><name sortKey="Hooft, Rob" sort="Hooft, Rob" uniqKey="Hooft R" first="Rob" last="Hooft">Rob Hooft</name><affiliation><nlm:affiliation>Dutch TechCenter for Life Sciences and ELIXIR-NL, Utrecht 3501 DE, The Netherlands.</nlm:affiliation></affiliation></author><author><name sortKey="Kuhn, Tobias" sort="Kuhn, Tobias" uniqKey="Kuhn T" first="Tobias" last="Kuhn">Tobias Kuhn</name><affiliation><nlm:affiliation>VU University Amsterdam, Amsterdam 1081 HV, The Netherlands.</nlm:affiliation></affiliation></author><author><name sortKey="Kok, Ruben" sort="Kok, Ruben" uniqKey="Kok R" first="Ruben" last="Kok">Ruben Kok</name><affiliation><nlm:affiliation>Dutch Techcenter for the Life Sciences, Utrecht 3501 DE, The Netherlands.</nlm:affiliation></affiliation></author><author><name sortKey="Kok, Joost" sort="Kok, Joost" uniqKey="Kok J" first="Joost" last="Kok">Joost Kok</name><affiliation><nlm:affiliation>Leiden Center of Data Science, Leiden University, Leiden 2300 RA, The Netherlands.</nlm:affiliation></affiliation></author><author><name sortKey="Lusher, Scott J" sort="Lusher, Scott J" uniqKey="Lusher S" first="Scott J" last="Lusher">Scott J. Lusher</name><affiliation><nlm:affiliation>Netherlands eScience Center, Amsterdam 1098 XG, The Netherlands.</nlm:affiliation></affiliation></author><author><name sortKey="Martone, Maryann E" sort="Martone, Maryann E" uniqKey="Martone M" first="Maryann E" last="Martone">Maryann E. Martone</name><affiliation><nlm:affiliation>National Center for Microscopy and Imaging Research, UCSD, San Diego 92103, USA.</nlm:affiliation></affiliation></author><author><name sortKey="Mons, Albert" sort="Mons, Albert" uniqKey="Mons A" first="Albert" last="Mons">Albert Mons</name><affiliation><nlm:affiliation>Phortos Consultants, San Diego 92011, USA.</nlm:affiliation></affiliation></author><author><name sortKey="Packer, Abel L" sort="Packer, Abel L" uniqKey="Packer A" first="Abel L" last="Packer">Abel L. Packer</name><affiliation><nlm:affiliation>SciELO/FAPESP Program, UNIFESP Foundation, São Paulo 05468-901, Brazil.</nlm:affiliation></affiliation></author><author><name sortKey="Persson, Bengt" sort="Persson, Bengt" uniqKey="Persson B" first="Bengt" last="Persson">Bengt Persson</name><affiliation><nlm:affiliation>Bioinformatics Infrastructure for Life Sciences (BILS), Science for Life Laboratory, Dept of Cell and Molecular Biology, Uppsala University, S-751 24, Uppsala, Sweden.</nlm:affiliation></affiliation></author><author><name sortKey="Rocca Serra, Philippe" sort="Rocca Serra, Philippe" uniqKey="Rocca Serra P" first="Philippe" last="Rocca-Serra">Philippe Rocca-Serra</name><affiliation><nlm:affiliation>Oxford e-Research Center, University of Oxford, Oxford OX1 3QG, UK.</nlm:affiliation></affiliation></author><author><name sortKey="Roos, Marco" sort="Roos, Marco" uniqKey="Roos M" first="Marco" last="Roos">Marco Roos</name><affiliation><nlm:affiliation>Leiden University Medical Center, Leiden 2333 ZA, The Netherlands.</nlm:affiliation></affiliation></author><author><name sortKey="Van Schaik, Rene" sort="Van Schaik, Rene" uniqKey="Van Schaik R" first="Rene" last="Van Schaik">Rene Van Schaik</name><affiliation><nlm:affiliation>Bayer CropScience, Gent Area 1831, Belgium.</nlm:affiliation></affiliation></author><author><name sortKey="Sansone, Susanna Assunta" sort="Sansone, Susanna Assunta" uniqKey="Sansone S" first="Susanna-Assunta" last="Sansone">Susanna-Assunta Sansone</name><affiliation><nlm:affiliation>Oxford e-Research Center, University of Oxford, Oxford OX1 3QG, UK.</nlm:affiliation></affiliation></author><author><name sortKey="Schultes, Erik" sort="Schultes, Erik" uniqKey="Schultes E" first="Erik" last="Schultes">Erik Schultes</name><affiliation><nlm:affiliation>Leiden Institute for Advanced Computer Science, Leiden University Medical Center, Leiden 2300 RA, The Netherlands.</nlm:affiliation></affiliation></author><author><name sortKey="Sengstag, Thierry" sort="Sengstag, Thierry" uniqKey="Sengstag T" first="Thierry" last="Sengstag">Thierry Sengstag</name><affiliation><nlm:affiliation>Swiss Institute of Bioinformatics and University of Basel, Basel 4056, Switzerland.</nlm:affiliation></affiliation></author><author><name sortKey="Slater, Ted" sort="Slater, Ted" uniqKey="Slater T" first="Ted" last="Slater">Ted Slater</name><affiliation><nlm:affiliation>Cray, Inc., Seattle 98164, USA.</nlm:affiliation></affiliation></author><author><name sortKey="Strawn, George" sort="Strawn, George" uniqKey="Strawn G" first="George" last="Strawn">George Strawn</name></author><author><name sortKey="Swertz, Morris A" sort="Swertz, Morris A" uniqKey="Swertz M" first="Morris A" last="Swertz">Morris A. Swertz</name><affiliation><nlm:affiliation>University Medical Center Groningen (UMCG), University of Groningen, Groningen 9713 GZ, The Netherlands.</nlm:affiliation></affiliation></author><author><name sortKey="Thompson, Mark" sort="Thompson, Mark" uniqKey="Thompson M" first="Mark" last="Thompson">Mark Thompson</name><affiliation><nlm:affiliation>Leiden University Medical Center, Leiden 2333 ZA, The Netherlands.</nlm:affiliation></affiliation></author><author><name sortKey="Van Der Lei, Johan" sort="Van Der Lei, Johan" uniqKey="Van Der Lei J" first="Johan" last="Van Der Lei">Johan Van Der Lei</name><affiliation><nlm:affiliation>Erasmus MC, Rotterdam 3015 CE, The Netherlands.</nlm:affiliation></affiliation></author><author><name sortKey="Van Mulligen, Erik" sort="Van Mulligen, Erik" uniqKey="Van Mulligen E" first="Erik" last="Van Mulligen">Erik Van Mulligen</name><affiliation><nlm:affiliation>Erasmus MC, Rotterdam 3015 CE, The Netherlands.</nlm:affiliation></affiliation></author><author><name sortKey="Velterop, Jan" sort="Velterop, Jan" uniqKey="Velterop J" first="Jan" last="Velterop">Jan Velterop</name><affiliation><nlm:affiliation>Independent Open Access and Open Science Advocate, Guildford GU1 3PW, UK.</nlm:affiliation></affiliation></author><author><name sortKey="Waagmeester, Andra" sort="Waagmeester, Andra" uniqKey="Waagmeester A" first="Andra" last="Waagmeester">Andra Waagmeester</name><affiliation><nlm:affiliation>Micelio, Antwerp 2180, Belgium.</nlm:affiliation></affiliation></author><author><name sortKey="Wittenburg, Peter" sort="Wittenburg, Peter" uniqKey="Wittenburg P" first="Peter" last="Wittenburg">Peter Wittenburg</name><affiliation><nlm:affiliation>Max Planck Compute and Data Facility, MPS, Garching 85748, Germany.</nlm:affiliation></affiliation></author><author><name sortKey="Wolstencroft, Katherine" sort="Wolstencroft, Katherine" uniqKey="Wolstencroft K" first="Katherine" last="Wolstencroft">Katherine Wolstencroft</name><affiliation><nlm:affiliation>Leiden Institute of Advanced Computer Science, Leiden University, Leiden 2333 CA, The Netherlands.</nlm:affiliation></affiliation></author><author><name sortKey="Zhao, Jun" sort="Zhao, Jun" uniqKey="Zhao J" first="Jun" last="Zhao">Jun Zhao</name><affiliation><nlm:affiliation>Department of Computer Science, Oxford University, Oxford OX1 3QD, UK.</nlm:affiliation></affiliation></author><author><name sortKey="Mons, Barend" sort="Mons, Barend" uniqKey="Mons B" first="Barend" last="Mons">Barend Mons</name><affiliation><nlm:affiliation>Leiden University Medical Center, Leiden and Dutch TechCenter for Life Sciences, Utrecht 2333 ZA, The Netherlands.</nlm:affiliation></affiliation></author></analytic><series><title level="j">Scientific data</title><idno type="eISSN">2052-4463</idno><imprint><date when="2016" type="published">2016</date></imprint></series></biblStruct></sourceDesc></fileDesc><profileDesc><textClass><keywords scheme="KwdEn" xml:lang="en"><term>Data Collection</term><term>Data Curation</term><term>Database Management Systems</term><term>Guidelines as Topic</term><term>Reproducibility of Results</term><term>Research Design</term></keywords><keywords scheme="MESH" xml:lang="en"><term>Data Collection</term><term>Data Curation</term><term>Database Management Systems</term><term>Guidelines as Topic</term><term>Reproducibility of Results</term><term>Research Design</term></keywords></textClass></profileDesc></teiHeader><front><div type="abstract" xml:lang="en">There is an urgent need to improve the infrastructure supporting the reuse of scholarly data. A diverse set of stakeholders-representing academia, industry, funding agencies, and scholarly publishers-have come together to design and jointly endorse a concise and measureable set of principles that we refer to as the FAIR Data Principles. The intent is that these may act as a guideline for those wishing to enhance the reusability of their data holdings. Distinct from peer initiatives that focus on the human scholar, the FAIR Principles put specific emphasis on enhancing the ability of machines to automatically find and use the data, in addition to supporting its reuse by individuals. This Comment is the first formal publication of the FAIR Principles, and includes the rationale behind them, and some exemplar implementations in the community.</div></front></TEI><pubmed><MedlineCitation Status="MEDLINE" Owner="NLM"><PMID Version="1">26978244</PMID><DateCreated><Year>2016</Year><Month>3</Month><Day>16</Day></DateCreated><DateCompleted><Year>2016</Year><Month>09</Month><Day>06</Day></DateCompleted><DateRevised><Year>2016</Year><Month>4</Month><Day>27</Day></DateRevised><Article PubModel="Electronic"><Journal><ISSN IssnType="Electronic">2052-4463</ISSN><JournalIssue CitedMedium="Internet"><Volume>3</Volume><PubDate><Year>2016</Year><Month>Mar</Month><Day>15</Day></PubDate></JournalIssue><Title>Scientific data</Title><ISOAbbreviation>Sci Data</ISOAbbreviation></Journal><ArticleTitle>The FAIR Guiding Principles for scientific data management and stewardship.</ArticleTitle><Pagination><MedlinePgn>160018</MedlinePgn></Pagination><ELocationID EIdType="doi" ValidYN="Y">10.1038/sdata.2016.18</ELocationID><Abstract><AbstractText>There is an urgent need to improve the infrastructure supporting the reuse of scholarly data. A diverse set of stakeholders-representing academia, industry, funding agencies, and scholarly publishers-have come together to design and jointly endorse a concise and measureable set of principles that we refer to as the FAIR Data Principles. The intent is that these may act as a guideline for those wishing to enhance the reusability of their data holdings. Distinct from peer initiatives that focus on the human scholar, the FAIR Principles put specific emphasis on enhancing the ability of machines to automatically find and use the data, in addition to supporting its reuse by individuals. This Comment is the first formal publication of the FAIR Principles, and includes the rationale behind them, and some exemplar implementations in the community.</AbstractText></Abstract><AuthorList CompleteYN="Y"><Author ValidYN="Y"><LastName>Wilkinson</LastName><ForeName>Mark D</ForeName><Initials>MD</Initials><Identifier Source="ORCID">http://orcid.org/0000-0001-6960-357X</Identifier><AffiliationInfo><Affiliation>Center for Plant Biotechnology and Genomics, Universidad Politécnica de Madrid, Madrid 28223, Spain.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Dumontier</LastName><ForeName>Michel</ForeName><Initials>M</Initials><Identifier Source="ORCID">http://orcid.org/0000-0003-4727-9435</Identifier><AffiliationInfo><Affiliation>Stanford University, Stanford 94305-5411, USA.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Aalbersberg</LastName><ForeName>I Jsbrand Jan</ForeName><Initials>IJ</Initials><Identifier Source="ORCID">http://orcid.org/0000-0002-0209-4480</Identifier></Author><Author ValidYN="Y"><LastName>Appleton</LastName><ForeName>Gabrielle</ForeName><Initials>G</Initials><Identifier Source="ORCID">http://orcid.org/0000-0003-0179-7384</Identifier></Author><Author ValidYN="Y"><LastName>Axton</LastName><ForeName>Myles</ForeName><Initials>M</Initials><Identifier Source="ORCID">http://orcid.org/0000-0002-8042-4131</Identifier><AffiliationInfo><Affiliation>Nature Genetics, New York 10004-1562, USA.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Baak</LastName><ForeName>Arie</ForeName><Initials>A</Initials><Identifier Source="ORCID">http://orcid.org/0000-0003-2829-6715</Identifier><AffiliationInfo><Affiliation>Euretos and Phortos Consultants, Rotterdam 2741 CA, The Netherlands.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Blomberg</LastName><ForeName>Niklas</ForeName><Initials>N</Initials><Identifier Source="ORCID">http://orcid.org/0000-0003-4155-5910</Identifier><AffiliationInfo><Affiliation>ELIXIR, Wellcome Genome Campus, Hinxton CB10 1SA, UK.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Boiten</LastName><ForeName>Jan-Willem</ForeName><Initials>JW</Initials><Identifier Source="ORCID">http://orcid.org/0000-0003-0327-638X</Identifier><AffiliationInfo><Affiliation>Lygature, Eindhoven 5656 AG, The Netherlands.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>da Silva Santos</LastName><ForeName>Luiz Bonino</ForeName><Initials>LB</Initials><Identifier Source="ORCID">http://orcid.org/0000-0002-1164-1351</Identifier><AffiliationInfo><Affiliation>Vrije Universiteit Amsterdam, Dutch Techcenter for Life Sciences, Amsterdam 1081 HV, The Netherlands.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Bourne</LastName><ForeName>Philip E</ForeName><Initials>PE</Initials><Identifier Source="ORCID">http://orcid.org/0000-0002-7618-7292</Identifier><AffiliationInfo><Affiliation>Office of the Director, National Institutes of Health, Rockville 20892, USA.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Bouwman</LastName><ForeName>Jildau</ForeName><Initials>J</Initials><AffiliationInfo><Affiliation>TNO, Zeist 3700 AJ, The Netherlands.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Brookes</LastName><ForeName>Anthony J</ForeName><Initials>AJ</Initials><Identifier Source="ORCID">http://orcid.org/0000-0001-8686-0017</Identifier><AffiliationInfo><Affiliation>Department of Genetics, University of Leicester, Leicester LE1 7RH, UK.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Clark</LastName><ForeName>Tim</ForeName><Initials>T</Initials><Identifier Source="ORCID">http://orcid.org/0000-0003-4060-7360</Identifier><AffiliationInfo><Affiliation>Harvard Medical School, Boston, Massachusetts MA 02115, USA.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Crosas</LastName><ForeName>Mercè</ForeName><Initials>M</Initials><Identifier Source="ORCID">http://orcid.org/0000-0003-1304-1939</Identifier><AffiliationInfo><Affiliation>Harvard University, Cambridge, Massachusetts MA 02138, USA.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Dillo</LastName><ForeName>Ingrid</ForeName><Initials>I</Initials><Identifier Source="ORCID">http://orcid.org/0000-0001-5654-2392</Identifier><AffiliationInfo><Affiliation>Data Archiving and Networked Services (DANS), The Hague 2593 HW, The Netherlands.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Dumon</LastName><ForeName>Olivier</ForeName><Initials>O</Initials><Identifier Source="ORCID">http://orcid.org/0000-0001-8599-7345</Identifier></Author><Author ValidYN="Y"><LastName>Edmunds</LastName><ForeName>Scott</ForeName><Initials>S</Initials><Identifier Source="ORCID">http://orcid.org/0000-0001-6444-1436</Identifier><AffiliationInfo><Affiliation>GigaScience, Beijing Genomics Institute, Shenzhen 518083, China.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Evelo</LastName><ForeName>Chris T</ForeName><Initials>CT</Initials><Identifier Source="ORCID">http://orcid.org/0000-0002-5301-3142</Identifier><AffiliationInfo><Affiliation>Department of Bioinformatics, Maastricht University, Maastricht 6200 MD, The Netherlands.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Finkers</LastName><ForeName>Richard</ForeName><Initials>R</Initials><Identifier Source="ORCID">http://orcid.org/0000-0002-4368-8058</Identifier><AffiliationInfo><Affiliation>Wageningen UR Plant Breeding, Wageningen 6708 PB, The Netherlands.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Gonzalez-Beltran</LastName><ForeName>Alejandra</ForeName><Initials>A</Initials><Identifier Source="ORCID">http://orcid.org/0000-0003-3499-8262</Identifier><AffiliationInfo><Affiliation>Oxford e-Research Center, University of Oxford, Oxford OX1 3QG, UK.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Gray</LastName><ForeName>Alasdair J G</ForeName><Initials>AJ</Initials><Identifier Source="ORCID">http://orcid.org/0000-0002-5711-4872</Identifier><AffiliationInfo><Affiliation>Heriot-Watt University, Edinburgh EH14 4AS, UK.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Groth</LastName><ForeName>Paul</ForeName><Initials>P</Initials><Identifier Source="ORCID">http://orcid.org/0000-0003-0183-6910</Identifier></Author><Author ValidYN="Y"><LastName>Goble</LastName><ForeName>Carole</ForeName><Initials>C</Initials><Identifier Source="ORCID">http://orcid.org/0000-0003-1219-2137</Identifier><AffiliationInfo><Affiliation>School of Computer Science, University of Manchester, Manchester M13 9PL, UK.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Grethe</LastName><ForeName>Jeffrey S</ForeName><Initials>JS</Initials><Identifier Source="ORCID">http://orcid.org/0000-0001-5212-7052</Identifier><AffiliationInfo><Affiliation>Center for Research in Biological Systems, School of Medicine, University of California San Diego, La Jolla, California 92093-0446, USA.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Heringa</LastName><ForeName>Jaap</ForeName><Initials>J</Initials><Identifier Source="ORCID">http://orcid.org/0000-0001-8641-4930</Identifier><AffiliationInfo><Affiliation>Dutch Techcenter for the Life Sciences, Utrecht 3501 DE, The Netherlands.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>'t Hoen</LastName><ForeName>Peter A C</ForeName><Initials>PA</Initials><Identifier Source="ORCID">http://orcid.org/0000-0003-4450-3112</Identifier><AffiliationInfo><Affiliation>Department of Human Genetics, Leiden University Medical Center, Dutch Techcenter for the Life Sciences, Leiden 2300 RC, The Netherlands.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Hooft</LastName><ForeName>Rob</ForeName><Initials>R</Initials><Identifier Source="ORCID">http://orcid.org/0000-0001-6825-9439</Identifier><AffiliationInfo><Affiliation>Dutch TechCenter for Life Sciences and ELIXIR-NL, Utrecht 3501 DE, The Netherlands.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Kuhn</LastName><ForeName>Tobias</ForeName><Initials>T</Initials><Identifier Source="ORCID">http://orcid.org/0000-0002-1267-0234</Identifier><AffiliationInfo><Affiliation>VU University Amsterdam, Amsterdam 1081 HV, The Netherlands.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Kok</LastName><ForeName>Ruben</ForeName><Initials>R</Initials><AffiliationInfo><Affiliation>Dutch Techcenter for the Life Sciences, Utrecht 3501 DE, The Netherlands.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Kok</LastName><ForeName>Joost</ForeName><Initials>J</Initials><Identifier Source="ORCID">http://orcid.org/0000-0002-7352-1400</Identifier><AffiliationInfo><Affiliation>Leiden Center of Data Science, Leiden University, Leiden 2300 RA, The Netherlands.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Lusher</LastName><ForeName>Scott J</ForeName><Initials>SJ</Initials><Identifier Source="ORCID">http://orcid.org/0000-0003-2401-4223</Identifier><AffiliationInfo><Affiliation>Netherlands eScience Center, Amsterdam 1098 XG, The Netherlands.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Martone</LastName><ForeName>Maryann E</ForeName><Initials>ME</Initials><Identifier Source="ORCID">http://orcid.org/0000-0002-8406-3871</Identifier><AffiliationInfo><Affiliation>National Center for Microscopy and Imaging Research, UCSD, San Diego 92103, USA.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Mons</LastName><ForeName>Albert</ForeName><Initials>A</Initials><AffiliationInfo><Affiliation>Phortos Consultants, San Diego 92011, USA.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Packer</LastName><ForeName>Abel L</ForeName><Initials>AL</Initials><Identifier Source="ORCID">http://orcid.org/0000-0001-9610-5728</Identifier><AffiliationInfo><Affiliation>SciELO/FAPESP Program, UNIFESP Foundation, São Paulo 05468-901, Brazil.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Persson</LastName><ForeName>Bengt</ForeName><Initials>B</Initials><Identifier Source="ORCID">http://orcid.org/0000-0003-3165-5344</Identifier><AffiliationInfo><Affiliation>Bioinformatics Infrastructure for Life Sciences (BILS), Science for Life Laboratory, Dept of Cell and Molecular Biology, Uppsala University, S-751 24, Uppsala, Sweden.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Rocca-Serra</LastName><ForeName>Philippe</ForeName><Initials>P</Initials><Identifier Source="ORCID">http://orcid.org/0000-0001-9853-5668</Identifier><AffiliationInfo><Affiliation>Oxford e-Research Center, University of Oxford, Oxford OX1 3QG, UK.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Roos</LastName><ForeName>Marco</ForeName><Initials>M</Initials><Identifier Source="ORCID">http://orcid.org/0000-0002-8691-772X</Identifier><AffiliationInfo><Affiliation>Leiden University Medical Center, Leiden 2333 ZA, The Netherlands.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>van Schaik</LastName><ForeName>Rene</ForeName><Initials>R</Initials><AffiliationInfo><Affiliation>Bayer CropScience, Gent Area 1831, Belgium.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Sansone</LastName><ForeName>Susanna-Assunta</ForeName><Initials>SA</Initials><Identifier Source="ORCID">http://orcid.org/0000-0001-5306-5690</Identifier><AffiliationInfo><Affiliation>Oxford e-Research Center, University of Oxford, Oxford OX1 3QG, UK.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Schultes</LastName><ForeName>Erik</ForeName><Initials>E</Initials><Identifier Source="ORCID">http://orcid.org/0000-0001-8888-635X</Identifier><AffiliationInfo><Affiliation>Leiden Institute for Advanced Computer Science, Leiden University Medical Center, Leiden 2300 RA, The Netherlands.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Sengstag</LastName><ForeName>Thierry</ForeName><Initials>T</Initials><Identifier Source="ORCID">http://orcid.org/0000-0002-7516-6246</Identifier><AffiliationInfo><Affiliation>Swiss Institute of Bioinformatics and University of Basel, Basel 4056, Switzerland.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Slater</LastName><ForeName>Ted</ForeName><Initials>T</Initials><Identifier Source="ORCID">http://orcid.org/0000-0003-1386-0731</Identifier><AffiliationInfo><Affiliation>Cray, Inc., Seattle 98164, USA.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Strawn</LastName><ForeName>George</ForeName><Initials>G</Initials></Author><Author ValidYN="Y"><LastName>Swertz</LastName><ForeName>Morris A</ForeName><Initials>MA</Initials><Identifier Source="ORCID">http://orcid.org/0000-0002-0979-3401</Identifier><AffiliationInfo><Affiliation>University Medical Center Groningen (UMCG), University of Groningen, Groningen 9713 GZ, The Netherlands.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Thompson</LastName><ForeName>Mark</ForeName><Initials>M</Initials><Identifier Source="ORCID">http://orcid.org/0000-0002-7633-1442</Identifier><AffiliationInfo><Affiliation>Leiden University Medical Center, Leiden 2333 ZA, The Netherlands.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>van der Lei</LastName><ForeName>Johan</ForeName><Initials>J</Initials><AffiliationInfo><Affiliation>Erasmus MC, Rotterdam 3015 CE, The Netherlands.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>van Mulligen</LastName><ForeName>Erik</ForeName><Initials>E</Initials><Identifier Source="ORCID">http://orcid.org/0000-0003-1377-9386</Identifier><AffiliationInfo><Affiliation>Erasmus MC, Rotterdam 3015 CE, The Netherlands.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Velterop</LastName><ForeName>Jan</ForeName><Initials>J</Initials><Identifier Source="ORCID">http://orcid.org/0000-0002-4836-6568</Identifier><AffiliationInfo><Affiliation>Independent Open Access and Open Science Advocate, Guildford GU1 3PW, UK.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Waagmeester</LastName><ForeName>Andra</ForeName><Initials>A</Initials><Identifier Source="ORCID">http://orcid.org/0000-0001-9773-4008</Identifier><AffiliationInfo><Affiliation>Micelio, Antwerp 2180, Belgium.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Wittenburg</LastName><ForeName>Peter</ForeName><Initials>P</Initials><AffiliationInfo><Affiliation>Max Planck Compute and Data Facility, MPS, Garching 85748, Germany.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Wolstencroft</LastName><ForeName>Katherine</ForeName><Initials>K</Initials><Identifier Source="ORCID">http://orcid.org/0000-0002-1279-5133</Identifier><AffiliationInfo><Affiliation>Leiden Institute of Advanced Computer Science, Leiden University, Leiden 2333 CA, The Netherlands.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Zhao</LastName><ForeName>Jun</ForeName><Initials>J</Initials><Identifier Source="ORCID">http://orcid.org/0000-0001-6935-9028</Identifier><AffiliationInfo><Affiliation>Department of Computer Science, Oxford University, Oxford OX1 3QD, UK.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Mons</LastName><ForeName>Barend</ForeName><Initials>B</Initials><Identifier Source="ORCID">http://orcid.org/0000-0003-3934-0072</Identifier><AffiliationInfo><Affiliation>Leiden University Medical Center, Leiden and Dutch TechCenter for Life Sciences, Utrecht 2333 ZA, The Netherlands.</Affiliation></AffiliationInfo><AffiliationInfo><Affiliation>Netherlands eScience Center, Amsterdam 1098 XG, The Netherlands.</Affiliation></AffiliationInfo><AffiliationInfo><Affiliation>Erasmus MC, Rotterdam 3015 CE, The Netherlands.</Affiliation></AffiliationInfo></Author></AuthorList><Language>ENG</Language><PublicationTypeList><PublicationType UI="D016428">Journal Article</PublicationType></PublicationTypeList><ArticleDate DateType="Electronic"><Year>2016</Year><Month>Mar</Month><Day>15</Day></ArticleDate></Article><MedlineJournalInfo><Country>England</Country><MedlineTA>Sci Data</MedlineTA><NlmUniqueID>101640192</NlmUniqueID><ISSNLinking>2052-4463</ISSNLinking></MedlineJournalInfo><CitationSubset>IM</CitationSubset><CommentsCorrectionsList><CommentsCorrections RefType="Cites"><RefSource>BMC Bioinformatics. 2011;12:468</RefSource><PMID Version="1">22151573</PMID></CommentsCorrections><CommentsCorrections RefType="Cites"><RefSource>PLoS Biol. 2015;13(11):e1002295</RefSource><PMID Version="1">26556502</PMID></CommentsCorrections><CommentsCorrections RefType="Cites"><RefSource>Nucleic Acids Res. 2012 Jan;40(Database issue):D453-60</RefSource><PMID Version="1">21976737</PMID></CommentsCorrections><CommentsCorrections RefType="Cites"><RefSource>Nat Struct Biol. 2003 Dec;10(12):980</RefSource><PMID Version="1">14634627</PMID></CommentsCorrections><CommentsCorrections RefType="Cites"><RefSource>Nucleic Acids Res. 2000 Jan 1;28(1):235-42</RefSource><PMID Version="1">10592235</PMID></CommentsCorrections><CommentsCorrections RefType="Cites"><RefSource>Nat Genet. 2012 Feb;44(2):121-6</RefSource><PMID Version="1">22281772</PMID></CommentsCorrections><CommentsCorrections RefType="Cites"><RefSource>Nucleic Acids Res. 2013 Jan;41(Database issue):D36-42</RefSource><PMID Version="1">23193287</PMID></CommentsCorrections><CommentsCorrections RefType="Cites"><RefSource>PLoS Comput Biol. 2013 Oct;9(10):e1003285</RefSource><PMID Version="1">24204232</PMID></CommentsCorrections><CommentsCorrections RefType="Cites"><RefSource>Nucleic Acids Res. 2014 Jan;42(Database issue):D285-91</RefSource><PMID Version="1">24288376</PMID></CommentsCorrections><CommentsCorrections RefType="Cites"><RefSource>BMC Bioinformatics. 2014;15 Suppl 14:S4</RefSource><PMID Version="1">25472428</PMID></CommentsCorrections><CommentsCorrections RefType="Cites"><RefSource>Nucleic Acids Res. 2015 Jan;43(Database issue):D204-12</RefSource><PMID Version="1">25348405</PMID></CommentsCorrections><CommentsCorrections RefType="Cites"><RefSource>Nucleic Acids Res. 2015 Jan;43(Database issue):D345-56</RefSource><PMID Version="1">25428375</PMID></CommentsCorrections><CommentsCorrections RefType="Cites"><RefSource>PLoS One. 2015;10(7):e0127612</RefSource><PMID Version="1">26154165</PMID></CommentsCorrections><CommentsCorrections RefType="Cites"><RefSource>BMC Syst Biol. 2015;9:33</RefSource><PMID Version="1">26160520</PMID></CommentsCorrections><CommentsCorrections RefType="Cites"><RefSource>J Am Med Inform Assoc. 2015 Nov;22(6):1148-52</RefSource><PMID Version="1">26112029</PMID></CommentsCorrections><CommentsCorrections RefType="CommentIn"><RefSource>Nat Genet. 2016 Apr;48(4):343</RefSource><PMID Version="1">27023771</PMID></CommentsCorrections></CommentsCorrectionsList><MeshHeadingList><MeshHeading><DescriptorName UI="D003625" MajorTopicYN="Y">Data Collection</DescriptorName></MeshHeading><MeshHeading><DescriptorName UI="D066289" MajorTopicYN="Y">Data Curation</DescriptorName></MeshHeading><MeshHeading><DescriptorName UI="D003628" MajorTopicYN="N">Database Management Systems</DescriptorName></MeshHeading><MeshHeading><DescriptorName UI="D017408" MajorTopicYN="N">Guidelines as Topic</DescriptorName></MeshHeading><MeshHeading><DescriptorName UI="D015203" MajorTopicYN="N">Reproducibility of Results</DescriptorName></MeshHeading><MeshHeading><DescriptorName UI="D012107" MajorTopicYN="Y">Research Design</DescriptorName></MeshHeading></MeshHeadingList><OtherID Source="NLM">PMC4792175</OtherID></MedlineCitation><PubmedData><History><PubMedPubDate PubStatus="received"><Year>2015</Year><Month>12</Month><Day>10</Day></PubMedPubDate><PubMedPubDate PubStatus="accepted"><Year>2016</Year><Month>2</Month><Day>12</Day></PubMedPubDate><PubMedPubDate PubStatus="entrez"><Year>2016</Year><Month>3</Month><Day>16</Day><Hour>6</Hour><Minute>0</Minute></PubMedPubDate><PubMedPubDate PubStatus="pubmed"><Year>2016</Year><Month>3</Month><Day>16</Day><Hour>6</Hour><Minute>0</Minute></PubMedPubDate><PubMedPubDate PubStatus="medline"><Year>2016</Year><Month>9</Month><Day>7</Day><Hour>6</Hour><Minute>0</Minute></PubMedPubDate></History><PublicationStatus>epublish</PublicationStatus><ArticleIdList><ArticleId IdType="pubmed">26978244</ArticleId><ArticleId IdType="pii">sdata201618</ArticleId><ArticleId IdType="doi">10.1038/sdata.2016.18</ArticleId><ArticleId IdType="pmc">PMC4792175</ArticleId></ArticleIdList></PubmedData></pubmed></record>Pour manipuler ce document sous Unix (Dilib)
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