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RegenBase: a knowledge base of spinal cord injury biology for translational research
Spinal cord injury (SCI) research is a data-rich field that aims to identify the biological mechanisms resulting in loss of function and mobility after SCI, as well as develop therapies that promote recovery after injury. SCI experimental methods, data and domain knowledge are locked in the largely...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4823819/ https://www.ncbi.nlm.nih.gov/pubmed/27055827 http://dx.doi.org/10.1093/database/baw040 |
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author | Callahan, Alison Abeyruwan, Saminda W. Al-Ali, Hassan Sakurai, Kunie Ferguson, Adam R. Popovich, Phillip G. Shah, Nigam H. Visser, Ubbo Bixby, John L. Lemmon, Vance P. |
author_facet | Callahan, Alison Abeyruwan, Saminda W. Al-Ali, Hassan Sakurai, Kunie Ferguson, Adam R. Popovich, Phillip G. Shah, Nigam H. Visser, Ubbo Bixby, John L. Lemmon, Vance P. |
author_sort | Callahan, Alison |
collection | PubMed |
description | Spinal cord injury (SCI) research is a data-rich field that aims to identify the biological mechanisms resulting in loss of function and mobility after SCI, as well as develop therapies that promote recovery after injury. SCI experimental methods, data and domain knowledge are locked in the largely unstructured text of scientific publications, making large scale integration with existing bioinformatics resources and subsequent analysis infeasible. The lack of standard reporting for experiment variables and results also makes experiment replicability a significant challenge. To address these challenges, we have developed RegenBase, a knowledge base of SCI biology. RegenBase integrates curated literature-sourced facts and experimental details, raw assay data profiling the effect of compounds on enzyme activity and cell growth, and structured SCI domain knowledge in the form of the first ontology for SCI, using Semantic Web representation languages and frameworks. RegenBase uses consistent identifier schemes and data representations that enable automated linking among RegenBase statements and also to other biological databases and electronic resources. By querying RegenBase, we have identified novel biological hypotheses linking the effects of perturbagens to observed behavioral outcomes after SCI. RegenBase is publicly available for browsing, querying and download. Database URL: http://regenbase.org |
format | Online Article Text |
id | pubmed-4823819 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-48238192016-04-08 RegenBase: a knowledge base of spinal cord injury biology for translational research Callahan, Alison Abeyruwan, Saminda W. Al-Ali, Hassan Sakurai, Kunie Ferguson, Adam R. Popovich, Phillip G. Shah, Nigam H. Visser, Ubbo Bixby, John L. Lemmon, Vance P. Database (Oxford) Original Article Spinal cord injury (SCI) research is a data-rich field that aims to identify the biological mechanisms resulting in loss of function and mobility after SCI, as well as develop therapies that promote recovery after injury. SCI experimental methods, data and domain knowledge are locked in the largely unstructured text of scientific publications, making large scale integration with existing bioinformatics resources and subsequent analysis infeasible. The lack of standard reporting for experiment variables and results also makes experiment replicability a significant challenge. To address these challenges, we have developed RegenBase, a knowledge base of SCI biology. RegenBase integrates curated literature-sourced facts and experimental details, raw assay data profiling the effect of compounds on enzyme activity and cell growth, and structured SCI domain knowledge in the form of the first ontology for SCI, using Semantic Web representation languages and frameworks. RegenBase uses consistent identifier schemes and data representations that enable automated linking among RegenBase statements and also to other biological databases and electronic resources. By querying RegenBase, we have identified novel biological hypotheses linking the effects of perturbagens to observed behavioral outcomes after SCI. RegenBase is publicly available for browsing, querying and download. Database URL: http://regenbase.org Oxford University Press 2016-04-06 /pmc/articles/PMC4823819/ /pubmed/27055827 http://dx.doi.org/10.1093/database/baw040 Text en © The Author(s) 2016. Published by Oxford University Press. http://creativecommons.org/licenses/by/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Original Article Callahan, Alison Abeyruwan, Saminda W. Al-Ali, Hassan Sakurai, Kunie Ferguson, Adam R. Popovich, Phillip G. Shah, Nigam H. Visser, Ubbo Bixby, John L. Lemmon, Vance P. RegenBase: a knowledge base of spinal cord injury biology for translational research |
title | RegenBase: a knowledge base of spinal cord injury biology for translational research |
title_full | RegenBase: a knowledge base of spinal cord injury biology for translational research |
title_fullStr | RegenBase: a knowledge base of spinal cord injury biology for translational research |
title_full_unstemmed | RegenBase: a knowledge base of spinal cord injury biology for translational research |
title_short | RegenBase: a knowledge base of spinal cord injury biology for translational research |
title_sort | regenbase: a knowledge base of spinal cord injury biology for translational research |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4823819/ https://www.ncbi.nlm.nih.gov/pubmed/27055827 http://dx.doi.org/10.1093/database/baw040 |
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