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Developing a European grid infrastructure for cancer research: vision, architecture and services

Life sciences are currently at the centre of an information revolution. The nature and amount of information now available opens up areas of research that were once in the realm of science fiction. During this information revolution, the data-gathering capabilities have greatly surpassed the data-an...

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Autores principales: Tsiknakis, M, Rueping, S, Martin, L, Sfakianakis, S, Bucur, A, Sengstag, T, Brochhausen, M, Pucaski, J, Graf, N
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cancer Intelligence 2007
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3223975/
https://www.ncbi.nlm.nih.gov/pubmed/22275955
http://dx.doi.org/10.3332/ecms.2007.56
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author Tsiknakis, M
Rueping, S
Martin, L
Sfakianakis, S
Bucur, A
Sengstag, T
Brochhausen, M
Pucaski, J
Graf, N
author_facet Tsiknakis, M
Rueping, S
Martin, L
Sfakianakis, S
Bucur, A
Sengstag, T
Brochhausen, M
Pucaski, J
Graf, N
author_sort Tsiknakis, M
collection PubMed
description Life sciences are currently at the centre of an information revolution. The nature and amount of information now available opens up areas of research that were once in the realm of science fiction. During this information revolution, the data-gathering capabilities have greatly surpassed the data-analysis techniques. Data integration across heterogeneous data sources and data aggregation across different aspects of the biomedical spectrum, therefore, is at the centre of current biomedical and pharmaceutical R&D. This paper reports on original results from the ACGT integrated project, focusing on the design and development of a European Biomedical Grid infrastructure in support of multi-centric, post-genomic clinical trials (CTs) on cancer. Post-genomic CTs use multi-level clinical and genomic data and advanced computational analysis and visualization tools to test hypotheses in trying to identify the molecular reasons for a disease and the stratification of patients in terms of treatment. The paper provides a presentation of the needs of users involved in post-genomic CTs and presents indicative scenarios, which drive the requirements of the engineering phase of the project. Subsequently, the initial architecture specified by the project is presented, and its services are classified and discussed. A range of such key services, including the Master Ontology on sCancer, which lie at the heart of the integration architecture of the project, is presented. Special efforts have been taken to describe the methodological and technological framework of the project, enabling the creation of a legally compliant and trustworthy infrastructure. Finally, a short discussion of the forthcoming work is included, and the potential involvement of the cancer research community in further development or utilization of the infrastructure is described.
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spelling pubmed-32239752012-01-24 Developing a European grid infrastructure for cancer research: vision, architecture and services Tsiknakis, M Rueping, S Martin, L Sfakianakis, S Bucur, A Sengstag, T Brochhausen, M Pucaski, J Graf, N Ecancermedicalscience Research Article Life sciences are currently at the centre of an information revolution. The nature and amount of information now available opens up areas of research that were once in the realm of science fiction. During this information revolution, the data-gathering capabilities have greatly surpassed the data-analysis techniques. Data integration across heterogeneous data sources and data aggregation across different aspects of the biomedical spectrum, therefore, is at the centre of current biomedical and pharmaceutical R&D. This paper reports on original results from the ACGT integrated project, focusing on the design and development of a European Biomedical Grid infrastructure in support of multi-centric, post-genomic clinical trials (CTs) on cancer. Post-genomic CTs use multi-level clinical and genomic data and advanced computational analysis and visualization tools to test hypotheses in trying to identify the molecular reasons for a disease and the stratification of patients in terms of treatment. The paper provides a presentation of the needs of users involved in post-genomic CTs and presents indicative scenarios, which drive the requirements of the engineering phase of the project. Subsequently, the initial architecture specified by the project is presented, and its services are classified and discussed. A range of such key services, including the Master Ontology on sCancer, which lie at the heart of the integration architecture of the project, is presented. Special efforts have been taken to describe the methodological and technological framework of the project, enabling the creation of a legally compliant and trustworthy infrastructure. Finally, a short discussion of the forthcoming work is included, and the potential involvement of the cancer research community in further development or utilization of the infrastructure is described. Cancer Intelligence 2007-09-21 /pmc/articles/PMC3223975/ /pubmed/22275955 http://dx.doi.org/10.3332/ecms.2007.56 Text en Copyright: © the authors; licensee ecancermedicalscience. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Tsiknakis, M
Rueping, S
Martin, L
Sfakianakis, S
Bucur, A
Sengstag, T
Brochhausen, M
Pucaski, J
Graf, N
Developing a European grid infrastructure for cancer research: vision, architecture and services
title Developing a European grid infrastructure for cancer research: vision, architecture and services
title_full Developing a European grid infrastructure for cancer research: vision, architecture and services
title_fullStr Developing a European grid infrastructure for cancer research: vision, architecture and services
title_full_unstemmed Developing a European grid infrastructure for cancer research: vision, architecture and services
title_short Developing a European grid infrastructure for cancer research: vision, architecture and services
title_sort developing a european grid infrastructure for cancer research: vision, architecture and services
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3223975/
https://www.ncbi.nlm.nih.gov/pubmed/22275955
http://dx.doi.org/10.3332/ecms.2007.56
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