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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...

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Autores principales: 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
Formato: Texto
Lenguaje:English
Publicado: BioMed Central 2011
Materias:
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.
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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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