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The Translational Medicine Ontology and Knowledge Base: driving personalized medicine by bridging the gap between bench and bedside
BACKGROUND: Translational medicine requires the integration of knowledge using heterogeneous data from health care to the life sciences. Here, we describe a collaborative effort to produce a prototype Translational Medicine Knowledge Base (TMKB) capable of answering questions relating to clinical pr...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Texto |
Lenguaje: | English |
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BioMed Central
2011
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3102889/ https://www.ncbi.nlm.nih.gov/pubmed/21624155 http://dx.doi.org/10.1186/2041-1480-2-S2-S1 |
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author | Luciano, Joanne S Andersson, Bosse Batchelor, Colin Bodenreider, Olivier Clark, Tim Denney, Christine K Domarew, Christopher Gambet, Thomas Harland, Lee Jentzsch, Anja Kashyap, Vipul Kos, Peter Kozlovsky, Julia Lebo, Timothy Marshall, Scott M McCusker, Jamie P McGuinness, Deborah L Ogbuji, Chimezie Pichler, Elgar Powers, Robert L Prud’hommeaux, Eric Samwald, Matthias Schriml, Lynn Tonellato, Peter J Whetzel, Patricia L Zhao, Jun Stephens, Susie Dumontier, Michel |
author_facet | Luciano, Joanne S Andersson, Bosse Batchelor, Colin Bodenreider, Olivier Clark, Tim Denney, Christine K Domarew, Christopher Gambet, Thomas Harland, Lee Jentzsch, Anja Kashyap, Vipul Kos, Peter Kozlovsky, Julia Lebo, Timothy Marshall, Scott M McCusker, Jamie P McGuinness, Deborah L Ogbuji, Chimezie Pichler, Elgar Powers, Robert L Prud’hommeaux, Eric Samwald, Matthias Schriml, Lynn Tonellato, Peter J Whetzel, Patricia L Zhao, Jun Stephens, Susie Dumontier, Michel |
author_sort | Luciano, Joanne S |
collection | PubMed |
description | BACKGROUND: Translational medicine requires the integration of knowledge using heterogeneous data from health care to the life sciences. Here, we describe a collaborative effort to produce a prototype Translational Medicine Knowledge Base (TMKB) capable of answering questions relating to clinical practice and pharmaceutical drug discovery. RESULTS: We developed the Translational Medicine Ontology (TMO) as a unifying ontology to integrate chemical, genomic and proteomic data with disease, treatment, and electronic health records. We demonstrate the use of Semantic Web technologies in the integration of patient and biomedical data, and reveal how such a knowledge base can aid physicians in providing tailored patient care and facilitate the recruitment of patients into active clinical trials. Thus, patients, physicians and researchers may explore the knowledge base to better understand therapeutic options, efficacy, and mechanisms of action. CONCLUSIONS: This work takes an important step in using Semantic Web technologies to facilitate integration of relevant, distributed, external sources and progress towards a computational platform to support personalized medicine. AVAILABILITY: TMO can be downloaded from http://code.google.com/p/translationalmedicineontology and TMKB can be accessed at http://tm.semanticscience.org/sparql. |
format | Text |
id | pubmed-3102889 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2011 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-31028892011-05-28 The Translational Medicine Ontology and Knowledge Base: driving personalized medicine by bridging the gap between bench and bedside Luciano, Joanne S Andersson, Bosse Batchelor, Colin Bodenreider, Olivier Clark, Tim Denney, Christine K Domarew, Christopher Gambet, Thomas Harland, Lee Jentzsch, Anja Kashyap, Vipul Kos, Peter Kozlovsky, Julia Lebo, Timothy Marshall, Scott M McCusker, Jamie P McGuinness, Deborah L Ogbuji, Chimezie Pichler, Elgar Powers, Robert L Prud’hommeaux, Eric Samwald, Matthias Schriml, Lynn Tonellato, Peter J Whetzel, Patricia L Zhao, Jun Stephens, Susie Dumontier, Michel J Biomed Semantics Proceedings BACKGROUND: Translational medicine requires the integration of knowledge using heterogeneous data from health care to the life sciences. Here, we describe a collaborative effort to produce a prototype Translational Medicine Knowledge Base (TMKB) capable of answering questions relating to clinical practice and pharmaceutical drug discovery. RESULTS: We developed the Translational Medicine Ontology (TMO) as a unifying ontology to integrate chemical, genomic and proteomic data with disease, treatment, and electronic health records. We demonstrate the use of Semantic Web technologies in the integration of patient and biomedical data, and reveal how such a knowledge base can aid physicians in providing tailored patient care and facilitate the recruitment of patients into active clinical trials. Thus, patients, physicians and researchers may explore the knowledge base to better understand therapeutic options, efficacy, and mechanisms of action. CONCLUSIONS: This work takes an important step in using Semantic Web technologies to facilitate integration of relevant, distributed, external sources and progress towards a computational platform to support personalized medicine. AVAILABILITY: TMO can be downloaded from http://code.google.com/p/translationalmedicineontology and TMKB can be accessed at http://tm.semanticscience.org/sparql. BioMed Central 2011-05-17 /pmc/articles/PMC3102889/ /pubmed/21624155 http://dx.doi.org/10.1186/2041-1480-2-S2-S1 Text en Copyright © 2011 Luciano et al; licensee BioMed Central Ltd. https://creativecommons.org/licenses/by/2.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0 (https://creativecommons.org/licenses/by/2.0/) ), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Proceedings Luciano, Joanne S Andersson, Bosse Batchelor, Colin Bodenreider, Olivier Clark, Tim Denney, Christine K Domarew, Christopher Gambet, Thomas Harland, Lee Jentzsch, Anja Kashyap, Vipul Kos, Peter Kozlovsky, Julia Lebo, Timothy Marshall, Scott M McCusker, Jamie P McGuinness, Deborah L Ogbuji, Chimezie Pichler, Elgar Powers, Robert L Prud’hommeaux, Eric Samwald, Matthias Schriml, Lynn Tonellato, Peter J Whetzel, Patricia L Zhao, Jun Stephens, Susie Dumontier, Michel The Translational Medicine Ontology and Knowledge Base: driving personalized medicine by bridging the gap between bench and bedside |
title | The Translational Medicine Ontology and Knowledge Base: driving personalized medicine by bridging the gap between bench and bedside |
title_full | The Translational Medicine Ontology and Knowledge Base: driving personalized medicine by bridging the gap between bench and bedside |
title_fullStr | The Translational Medicine Ontology and Knowledge Base: driving personalized medicine by bridging the gap between bench and bedside |
title_full_unstemmed | The Translational Medicine Ontology and Knowledge Base: driving personalized medicine by bridging the gap between bench and bedside |
title_short | The Translational Medicine Ontology and Knowledge Base: driving personalized medicine by bridging the gap between bench and bedside |
title_sort | translational medicine ontology and knowledge base: driving personalized medicine by bridging the gap between bench and bedside |
topic | Proceedings |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3102889/ https://www.ncbi.nlm.nih.gov/pubmed/21624155 http://dx.doi.org/10.1186/2041-1480-2-S2-S1 |
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