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OpenADAM: an open source genome-wide association data management system for Affymetrix SNP arrays

BACKGROUND: Large scale genome-wide association studies have become popular since the introduction of high throughput genotyping platforms. Efficient management of the vast array of data generated poses many challenges. DESCRIPTION: We have developed an open source web-based data management system f...

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Detalles Bibliográficos
Autores principales: Yeung, J MY, Sham, P C, Chan, A SW, Cherny, S S
Formato: Texto
Lenguaje:English
Publicado: BioMed Central 2008
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2636804/
https://www.ncbi.nlm.nih.gov/pubmed/19117518
http://dx.doi.org/10.1186/1471-2164-9-636
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author Yeung, J MY
Sham, P C
Chan, A SW
Cherny, S S
author_facet Yeung, J MY
Sham, P C
Chan, A SW
Cherny, S S
author_sort Yeung, J MY
collection PubMed
description BACKGROUND: Large scale genome-wide association studies have become popular since the introduction of high throughput genotyping platforms. Efficient management of the vast array of data generated poses many challenges. DESCRIPTION: We have developed an open source web-based data management system for the large amount of genotype data generated from the Affymetrix GeneChip(® )Mapping Array and Affymetrix Genome-Wide Human SNP Array platforms. The database supports genotype calling using DM, BRLMM, BRLMM-P or Birdseed algorithms provided by the Affymetrix Power Tools. The genotype and corresponding pedigree data are stored in a relational database for efficient downstream data manipulation and analysis, such as calculation of allele and genotype frequencies, sample identity checking, and export of genotype data in various file formats for analysis using commonly-available software. A novel method for genotyping error estimation is implemented using linkage disequilibrium information from the HapMap project. All functionalities are accessible via a web-based user interface. CONCLUSION: OpenADAM provides an open source database system for management of Affymetrix genome-wide association SNP data.
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spelling pubmed-26368042009-02-06 OpenADAM: an open source genome-wide association data management system for Affymetrix SNP arrays Yeung, J MY Sham, P C Chan, A SW Cherny, S S BMC Genomics Software BACKGROUND: Large scale genome-wide association studies have become popular since the introduction of high throughput genotyping platforms. Efficient management of the vast array of data generated poses many challenges. DESCRIPTION: We have developed an open source web-based data management system for the large amount of genotype data generated from the Affymetrix GeneChip(® )Mapping Array and Affymetrix Genome-Wide Human SNP Array platforms. The database supports genotype calling using DM, BRLMM, BRLMM-P or Birdseed algorithms provided by the Affymetrix Power Tools. The genotype and corresponding pedigree data are stored in a relational database for efficient downstream data manipulation and analysis, such as calculation of allele and genotype frequencies, sample identity checking, and export of genotype data in various file formats for analysis using commonly-available software. A novel method for genotyping error estimation is implemented using linkage disequilibrium information from the HapMap project. All functionalities are accessible via a web-based user interface. CONCLUSION: OpenADAM provides an open source database system for management of Affymetrix genome-wide association SNP data. BioMed Central 2008-12-31 /pmc/articles/PMC2636804/ /pubmed/19117518 http://dx.doi.org/10.1186/1471-2164-9-636 Text en Copyright © 2008 Yeung 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 Software
Yeung, J MY
Sham, P C
Chan, A SW
Cherny, S S
OpenADAM: an open source genome-wide association data management system for Affymetrix SNP arrays
title OpenADAM: an open source genome-wide association data management system for Affymetrix SNP arrays
title_full OpenADAM: an open source genome-wide association data management system for Affymetrix SNP arrays
title_fullStr OpenADAM: an open source genome-wide association data management system for Affymetrix SNP arrays
title_full_unstemmed OpenADAM: an open source genome-wide association data management system for Affymetrix SNP arrays
title_short OpenADAM: an open source genome-wide association data management system for Affymetrix SNP arrays
title_sort openadam: an open source genome-wide association data management system for affymetrix snp arrays
topic Software
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2636804/
https://www.ncbi.nlm.nih.gov/pubmed/19117518
http://dx.doi.org/10.1186/1471-2164-9-636
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