FAIR principles and the IEDB: short-term improvements and a long-term vision of OBO-foundry mediated machine-actionable interoperability
Abstract
The Immune Epitope Database (IEDB), at www.iedb.org, has the mission to make published experimental data relating to the recognition of immune epitopes easily available to the scientific public. By presenting curated data in a searchable database, we have liberated it from the tables and figures of journal articles, making it more accessible and usable by immunologists. Recently, the principles of Findability, Accessibility, Interoperability and Reusability have been formulated as goals that data repositories should meet to enhance the usefulness of their data holdings. We here examine how the IEDB complies with these principles and identify broad areas of success, but also areas for improvement. We describe short-term improvements to the IEDB that are being implemented now, as well as a long-term vision of true ‘machine-actionable interoperability’, which we believe will require community agreement on standardization of knowledge representation that can be built on top of the shared use of ontologies.
- Authors:
-
- La Jolla Inst. for Allergy and Immunology, La Jolla, CA (United States). Center for Emerging Diseases and Biodefense. Division of Vaccine Discovery
- Lawrence Berkeley National Lab. (LBNL), Berkeley, CA (United States). Division of Environmental Genomics and Systems Biology
- Publication Date:
- Research Org.:
- Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States)
- Sponsoring Org.:
- USDOE Office of Science (SC), Biological and Environmental Research (BER). Biological Systems Science Division; National Institutes of Health (NIH)
- OSTI Identifier:
- 1625309
- Grant/Contract Number:
- AC02-05CH11231 HHSN272201200010C; 1R24HG010032-01
- Resource Type:
- Accepted Manuscript
- Journal Name:
- Database
- Additional Journal Information:
- Journal Volume: 2018; Journal ID: ISSN 1758-0463
- Publisher:
- Oxford University Press - International Society for Biocuration
- Country of Publication:
- United States
- Language:
- English
- Subject:
- 97 MATHEMATICS AND COMPUTING; 59 BASIC BIOLOGICAL SCIENCES; Mathematical & Computational Biology
Citation Formats
Vita, Randi, Overton, James A., Mungall, Christopher J., Sette, Alessandro, and Peters, Bjoern. FAIR principles and the IEDB: short-term improvements and a long-term vision of OBO-foundry mediated machine-actionable interoperability. United States: N. p., 2018.
Web. doi:10.1093/database/bax105.
Vita, Randi, Overton, James A., Mungall, Christopher J., Sette, Alessandro, & Peters, Bjoern. FAIR principles and the IEDB: short-term improvements and a long-term vision of OBO-foundry mediated machine-actionable interoperability. United States. https://doi.org/10.1093/database/bax105
Vita, Randi, Overton, James A., Mungall, Christopher J., Sette, Alessandro, and Peters, Bjoern. Mon .
"FAIR principles and the IEDB: short-term improvements and a long-term vision of OBO-foundry mediated machine-actionable interoperability". United States. https://doi.org/10.1093/database/bax105. https://www.osti.gov/servlets/purl/1625309.
@article{osti_1625309,
title = {FAIR principles and the IEDB: short-term improvements and a long-term vision of OBO-foundry mediated machine-actionable interoperability},
author = {Vita, Randi and Overton, James A. and Mungall, Christopher J. and Sette, Alessandro and Peters, Bjoern},
abstractNote = {The Immune Epitope Database (IEDB), at www.iedb.org, has the mission to make published experimental data relating to the recognition of immune epitopes easily available to the scientific public. By presenting curated data in a searchable database, we have liberated it from the tables and figures of journal articles, making it more accessible and usable by immunologists. Recently, the principles of Findability, Accessibility, Interoperability and Reusability have been formulated as goals that data repositories should meet to enhance the usefulness of their data holdings. We here examine how the IEDB complies with these principles and identify broad areas of success, but also areas for improvement. We describe short-term improvements to the IEDB that are being implemented now, as well as a long-term vision of true ‘machine-actionable interoperability’, which we believe will require community agreement on standardization of knowledge representation that can be built on top of the shared use of ontologies.},
doi = {10.1093/database/bax105},
journal = {Database},
number = ,
volume = 2018,
place = {United States},
year = {Mon Feb 19 00:00:00 EST 2018},
month = {Mon Feb 19 00:00:00 EST 2018}
}
Works referenced in this record:
ImmPort: disseminating data to the public for the future of immunology
journal, May 2014
- Bhattacharya, Sanchita; Andorf, Sandra; Gomes, Linda
- Immunologic Research, Vol. 58, Issue 2-3
The Pathogen-Host Interactions database (PHI-base): additions and future developments
journal, November 2014
- Urban, Martin; Pant, Rashmi; Raghunath, Arathi
- Nucleic Acids Research, Vol. 43, Issue D1
Integrating epitope data into the emerging web of biomedical knowledge resources
journal, June 2007
- Peters, Bjoern; Sette, Alessandro
- Nature Reviews Immunology, Vol. 7, Issue 6
The immune epitope database (IEDB) 3.0
journal, October 2014
- Vita, Randi; Overton, James A.; Greenbaum, Jason A.
- Nucleic Acids Research, Vol. 43, Issue D1
BioSharing: curated and crowd-sourced metadata standards, databases and data policies in the life sciences
journal, January 2016
- McQuilton, Peter; Gonzalez-Beltran, Alejandra; Rocca-Serra, Philippe
- Database, Vol. 2016
The Ontology for Biomedical Investigations
journal, April 2016
- Bandrowski, Anita; Brinkman, Ryan; Brochhausen, Mathias
- PLOS ONE, Vol. 11, Issue 4
Wikidata as a semantic framework for the Gene Wiki initiative
journal, January 2016
- Burgstaller-Muehlbacher, Sebastian; Waagmeester, Andra; Mitraka, Elvira
- Database, Vol. 2016
The Rat Genome Database 2015: genomic, phenotypic and environmental variations and disease
journal, October 2014
- Shimoyama, Mary; De Pons, Jeff; Hayman, G. Thomas
- Nucleic Acids Research, Vol. 43, Issue D1
The FAIR Guiding Principles for scientific data management and stewardship
journal, March 2016
- Wilkinson, Mark D.; Dumontier, Michel; Aalbersberg, IJsbrand Jan
- Scientific Data, Vol. 3, Issue 1
PAV ontology: provenance, authoring and versioning
journal, January 2013
- Ciccarese, Paolo; Soiland-Reyes, Stian; Belhajjame, Khalid
- Journal of Biomedical Semantics, Vol. 4, Issue 1
Disease Ontology 2015 update: an expanded and updated database of human diseases for linking biomedical knowledge through disease data
journal, October 2014
- Kibbe, Warren A.; Arze, Cesar; Felix, Victor
- Nucleic Acids Research, Vol. 43, Issue D1
Mouse Genome Database (MGD)-2017: community knowledge resource for the laboratory mouse
journal, November 2016
- Blake, Judith A.; Eppig, Janan T.; Kadin, James A.
- Nucleic Acids Research, Vol. 45, Issue D1
The Sequence Read Archive
journal, November 2010
- Leinonen, R.; Sugawara, H.; Shumway, M.
- Nucleic Acids Research, Vol. 39, Issue Database
The OBO Foundry: coordinated evolution of ontologies to support biomedical data integration
journal, November 2007
- Smith, Barry; Ashburner, Michael; Rosse, Cornelius
- Nature Biotechnology, Vol. 25, Issue 11
bioCADDIE white paper - Data Discovery Index
dataset, January 2015
- Ohno-Machado, Lucila; Alter, George; Fore, Ian
- figshare
An ontology for major histocompatibility restriction
journal, January 2016
- Vita, Randi; Overton, James A.; Seymour, Emily
- Journal of Biomedical Semantics, Vol. 7, Issue 1
The curation guidelines of the immune epitope database and analysis resource: The Curation Guidelines of the Immune Epitope Database and Analysis Resource
journal, August 2008
- Vita, R.; Peters, B.; Sette, A.
- Cytometry Part A, Vol. 73A, Issue 11
FlowRepository: A resource of annotated flow cytometry datasets associated with peer-reviewed publications
journal, August 2012
- Spidlen, Josef; Breuer, Karin; Rosenberg, Chad
- Cytometry Part A, Vol. 81A, Issue 9
FlowRepository: A resource of annotated flow cytometry datasets associated with peer-reviewed publications
journal, August 2012
- Spidlen, Josef; Breuer, Karin; Rosenberg, Chad
- Cytometry Part A, Vol. 81A, Issue 9
ImmPort: disseminating data to the public for the future of immunology
journal, May 2014
- Bhattacharya, Sanchita; Andorf, Sandra; Gomes, Linda
- Immunologic Research, Vol. 58, Issue 2-3
The OBO Foundry: coordinated evolution of ontologies to support biomedical data integration
journal, November 2007
- Smith, Barry; Ashburner, Michael; Rosse, Cornelius
- Nature Biotechnology, Vol. 25, Issue 11
The FAIR Guiding Principles for scientific data management and stewardship
journal, March 2016
- Wilkinson, Mark D.; Dumontier, Michel; Aalbersberg, IJsbrand Jan
- Scientific Data, Vol. 3, Issue 1
BioSharing: curated and crowd-sourced metadata standards, databases and data policies in the life sciences
journal, January 2016
- McQuilton, Peter; Gonzalez-Beltran, Alejandra; Rocca-Serra, Philippe
- Database, Vol. 2016
The ChEBI reference database and ontology for biologically relevant chemistry: enhancements for 2013
journal, November 2012
- Hastings, Janna; de Matos, Paula; Dekker, Adriano
- Nucleic Acids Research, Vol. 41, Issue D1
Disease Ontology 2015 update: an expanded and updated database of human diseases for linking biomedical knowledge through disease data
journal, October 2014
- Kibbe, Warren A.; Arze, Cesar; Felix, Victor
- Nucleic Acids Research, Vol. 43, Issue D1
The Rat Genome Database 2015: genomic, phenotypic and environmental variations and disease
journal, October 2014
- Shimoyama, Mary; De Pons, Jeff; Hayman, G. Thomas
- Nucleic Acids Research, Vol. 43, Issue D1
The Pathogen-Host Interactions database (PHI-base): additions and future developments
journal, November 2014
- Urban, Martin; Pant, Rashmi; Raghunath, Arathi
- Nucleic Acids Research, Vol. 43, Issue D1
Mouse Genome Database (MGD)-2017: community knowledge resource for the laboratory mouse
journal, November 2016
- Blake, Judith A.; Eppig, Janan T.; Kadin, James A.
- Nucleic Acids Research, Vol. 45, Issue D1
PAV ontology: provenance, authoring and versioning
journal, January 2013
- Ciccarese, Paolo; Soiland-Reyes, Stian; Belhajjame, Khalid
- Journal of Biomedical Semantics, Vol. 4, Issue 1
Query enhancement through the practical application of ontology: the IEDB and OBI
journal, January 2013
- Vita, Randi; Overton, James A.; Greenbaum, Jason A.
- Journal of Biomedical Semantics, Vol. 4, Issue Suppl 1
An ontology for major histocompatibility restriction
journal, January 2016
- Vita, Randi; Overton, James A.; Seymour, Emily
- Journal of Biomedical Semantics, Vol. 7, Issue 1
The Ontology for Biomedical Investigations
journal, April 2016
- Bandrowski, Anita; Brinkman, Ryan; Brochhausen, Mathias
- PLOS ONE, Vol. 11, Issue 4
Cloudy, increasingly FAIR; revisiting the FAIR Data guiding principles for the European Open Science Cloud
journal, March 2017
- Mons, Barend; Neylon, Cameron; Velterop, Jan
- Information Services & Use, Vol. 37, Issue 1
bioCADDIE white paper - Data Discovery Index
dataset, January 2015
- Ohno-Machado, Lucila; Alter, George; Fore, Ian
- figshare
Expediting evidence synthesis for healthcare decision-making: exploring attitudes and perceptions towards rapid reviews using Q methodology
journal, October 2016
- Kelly, Shannon E.; Moher, David; Clifford, Tammy J.
- PeerJ, Vol. 4
bioCADDIE white paper - Data Discovery Index
dataset, January 2015
- Ohno-Machado, Lucila; Alter, George; Fore, Ian
- figshare
Works referencing / citing this record:
Cyberinfrastructure and resources to enable an integrative approach to studying forest trees
journal, June 2019
- Wegrzyn, Jill L.; Falk, Taylor; Grau, Emily
- Evolutionary Applications, Vol. 13, Issue 1
The Immune Epitope Database (IEDB): 2018 update
journal, October 2018
- Vita, Randi; Mahajan, Swapnil; Overton, James A.
- Nucleic Acids Research, Vol. 47, Issue D1
The Immune Epitope Database and Analysis Resource Program 2003–2018: reflections and outlook
journal, November 2019
- Martini, Sheridan; Nielsen, Morten; Peters, Bjoern
- Immunogenetics, Vol. 72, Issue 1-2
Noncoding regions are the main source of targetable tumor-specific antigens
journal, December 2018
- Laumont, Céline M.; Vincent, Krystel; Hesnard, Leslie
- Science Translational Medicine, Vol. 10, Issue 470
The Immune Epitope Database (IEDB): 2018 update
journal, October 2018
- Vita, Randi; Mahajan, Swapnil; Overton, James A.
- Nucleic Acids Research, Vol. 47, Issue D1