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Phenotypic and genotypic data integration and exploration through a web-service architecture

BACKGROUND: Linking genotypic and phenotypic information is one of the greatest challenges of current genetics research. The definition of an Information Technology infrastructure to support this kind of studies, and in particular studies aimed at the analysis of complex traits, which require the de...

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Detalles Bibliográficos
Autores principales: Nuzzo, Angelo, Riva, Alberto, Bellazzi, Riccardo
Formato: Texto
Lenguaje:English
Publicado: BioMed Central 2009
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2762070/
https://www.ncbi.nlm.nih.gov/pubmed/19828081
http://dx.doi.org/10.1186/1471-2105-10-S12-S5
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author Nuzzo, Angelo
Riva, Alberto
Bellazzi, Riccardo
author_facet Nuzzo, Angelo
Riva, Alberto
Bellazzi, Riccardo
author_sort Nuzzo, Angelo
collection PubMed
description BACKGROUND: Linking genotypic and phenotypic information is one of the greatest challenges of current genetics research. The definition of an Information Technology infrastructure to support this kind of studies, and in particular studies aimed at the analysis of complex traits, which require the definition of multifaceted phenotypes and the integration genotypic information to discover the most prevalent diseases, is a paradigmatic goal of Biomedical Informatics. This paper describes the use of Information Technology methods and tools to develop a system for the management, inspection and integration of phenotypic and genotypic data. RESULTS: We present the design and architecture of the Phenotype Miner, a software system able to flexibly manage phenotypic information, and its extended functionalities to retrieve genotype information from external repositories and to relate it to phenotypic data. For this purpose we developed a module to allow customized data upload by the user and a SOAP-based communications layer to retrieve data from existing biomedical knowledge management tools. In this paper we also demonstrate the system functionality by an example application of the system in which we analyze two related genomic datasets. CONCLUSION: In this paper we show how a comprehensive, integrated and automated workbench for genotype and phenotype integration can facilitate and improve the hypothesis generation process underlying modern genetic studies.
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spelling pubmed-27620702009-10-15 Phenotypic and genotypic data integration and exploration through a web-service architecture Nuzzo, Angelo Riva, Alberto Bellazzi, Riccardo BMC Bioinformatics Research BACKGROUND: Linking genotypic and phenotypic information is one of the greatest challenges of current genetics research. The definition of an Information Technology infrastructure to support this kind of studies, and in particular studies aimed at the analysis of complex traits, which require the definition of multifaceted phenotypes and the integration genotypic information to discover the most prevalent diseases, is a paradigmatic goal of Biomedical Informatics. This paper describes the use of Information Technology methods and tools to develop a system for the management, inspection and integration of phenotypic and genotypic data. RESULTS: We present the design and architecture of the Phenotype Miner, a software system able to flexibly manage phenotypic information, and its extended functionalities to retrieve genotype information from external repositories and to relate it to phenotypic data. For this purpose we developed a module to allow customized data upload by the user and a SOAP-based communications layer to retrieve data from existing biomedical knowledge management tools. In this paper we also demonstrate the system functionality by an example application of the system in which we analyze two related genomic datasets. CONCLUSION: In this paper we show how a comprehensive, integrated and automated workbench for genotype and phenotype integration can facilitate and improve the hypothesis generation process underlying modern genetic studies. BioMed Central 2009-10-15 /pmc/articles/PMC2762070/ /pubmed/19828081 http://dx.doi.org/10.1186/1471-2105-10-S12-S5 Text en Copyright © 2009 Nuzzo et al; 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 Research
Nuzzo, Angelo
Riva, Alberto
Bellazzi, Riccardo
Phenotypic and genotypic data integration and exploration through a web-service architecture
title Phenotypic and genotypic data integration and exploration through a web-service architecture
title_full Phenotypic and genotypic data integration and exploration through a web-service architecture
title_fullStr Phenotypic and genotypic data integration and exploration through a web-service architecture
title_full_unstemmed Phenotypic and genotypic data integration and exploration through a web-service architecture
title_short Phenotypic and genotypic data integration and exploration through a web-service architecture
title_sort phenotypic and genotypic data integration and exploration through a web-service architecture
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2762070/
https://www.ncbi.nlm.nih.gov/pubmed/19828081
http://dx.doi.org/10.1186/1471-2105-10-S12-S5
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