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Genephony: a knowledge management tool for genome-wide research

BACKGROUND: One of the consequences of the rapid and widespread adoption of high-throughput experimental technologies is an exponential increase of the amount of data produced by genome-wide experiments. Researchers increasingly need to handle very large volumes of heterogeneous data, including both...

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Detalles Bibliográficos
Autores principales: Nuzzo, Angelo, Riva, Alberto
Formato: Texto
Lenguaje:English
Publicado: BioMed Central 2009
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2744709/
https://www.ncbi.nlm.nih.gov/pubmed/19728881
http://dx.doi.org/10.1186/1471-2105-10-278
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author Nuzzo, Angelo
Riva, Alberto
author_facet Nuzzo, Angelo
Riva, Alberto
author_sort Nuzzo, Angelo
collection PubMed
description BACKGROUND: One of the consequences of the rapid and widespread adoption of high-throughput experimental technologies is an exponential increase of the amount of data produced by genome-wide experiments. Researchers increasingly need to handle very large volumes of heterogeneous data, including both the data generated by their own experiments and the data retrieved from publicly available repositories of genomic knowledge. Integration, exploration, manipulation and interpretation of data and information therefore need to become as automated as possible, since their scale and breadth are, in general, beyond the limits of what individual researchers and the basic data management tools in normal use can handle. This paper describes Genephony, a tool we are developing to address these challenges. RESULTS: We describe how Genephony can be used to manage large datesets of genomic information, integrating them with existing knowledge repositories. We illustrate its functionalities with an example of a complex annotation task, in which a set of SNPs coming from a genotyping experiment is annotated with genes known to be associated to a phenotype of interest. We show how, thanks to the modular architecture of Genephony and its user-friendly interface, this task can be performed in a few simple steps. CONCLUSION: Genephony is an online tool for the manipulation of large datasets of genomic information. It can be used as a browser for genomic data, as a high-throughput annotation tool, and as a knowledge discovery tool. It is designed to be easy to use, flexible and extensible. Its knowledge management engine provides fine-grained control over individual data elements, as well as efficient operations on large datasets.
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spelling pubmed-27447092009-09-16 Genephony: a knowledge management tool for genome-wide research Nuzzo, Angelo Riva, Alberto BMC Bioinformatics Software BACKGROUND: One of the consequences of the rapid and widespread adoption of high-throughput experimental technologies is an exponential increase of the amount of data produced by genome-wide experiments. Researchers increasingly need to handle very large volumes of heterogeneous data, including both the data generated by their own experiments and the data retrieved from publicly available repositories of genomic knowledge. Integration, exploration, manipulation and interpretation of data and information therefore need to become as automated as possible, since their scale and breadth are, in general, beyond the limits of what individual researchers and the basic data management tools in normal use can handle. This paper describes Genephony, a tool we are developing to address these challenges. RESULTS: We describe how Genephony can be used to manage large datesets of genomic information, integrating them with existing knowledge repositories. We illustrate its functionalities with an example of a complex annotation task, in which a set of SNPs coming from a genotyping experiment is annotated with genes known to be associated to a phenotype of interest. We show how, thanks to the modular architecture of Genephony and its user-friendly interface, this task can be performed in a few simple steps. CONCLUSION: Genephony is an online tool for the manipulation of large datasets of genomic information. It can be used as a browser for genomic data, as a high-throughput annotation tool, and as a knowledge discovery tool. It is designed to be easy to use, flexible and extensible. Its knowledge management engine provides fine-grained control over individual data elements, as well as efficient operations on large datasets. BioMed Central 2009-09-03 /pmc/articles/PMC2744709/ /pubmed/19728881 http://dx.doi.org/10.1186/1471-2105-10-278 Text en Copyright © 2009 Nuzzo and Riva; licensee BioMed Central Ltd. http://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) ), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Software
Nuzzo, Angelo
Riva, Alberto
Genephony: a knowledge management tool for genome-wide research
title Genephony: a knowledge management tool for genome-wide research
title_full Genephony: a knowledge management tool for genome-wide research
title_fullStr Genephony: a knowledge management tool for genome-wide research
title_full_unstemmed Genephony: a knowledge management tool for genome-wide research
title_short Genephony: a knowledge management tool for genome-wide research
title_sort genephony: a knowledge management tool for genome-wide research
topic Software
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2744709/
https://www.ncbi.nlm.nih.gov/pubmed/19728881
http://dx.doi.org/10.1186/1471-2105-10-278
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