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The SNPMaP package for R: a framework for genome-wide association using DNA pooling on microarrays

Summary: Large-scale genome-wide association (GWA) studies using thousands of high-density SNP microarrays are becoming an essential tool in the search for loci related to heritable variation in many phenotypes. However, the cost of GWA remains beyond the reach of many researchers. Fortunately, the...

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Detalles Bibliográficos
Autores principales: Davis, Oliver S. P., Plomin, Robert, Schalkwyk, Leonard C.
Formato: Texto
Lenguaje:English
Publicado: Oxford University Press 2009
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2639010/
https://www.ncbi.nlm.nih.gov/pubmed/19008252
http://dx.doi.org/10.1093/bioinformatics/btn587
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author Davis, Oliver S. P.
Plomin, Robert
Schalkwyk, Leonard C.
author_facet Davis, Oliver S. P.
Plomin, Robert
Schalkwyk, Leonard C.
author_sort Davis, Oliver S. P.
collection PubMed
description Summary: Large-scale genome-wide association (GWA) studies using thousands of high-density SNP microarrays are becoming an essential tool in the search for loci related to heritable variation in many phenotypes. However, the cost of GWA remains beyond the reach of many researchers. Fortunately, the majority of statistical power can still be obtained by estimating allele frequencies from DNA pools, reducing the cost to that of tens, rather than thousands of arrays. We present a set of software tools for processing SNPMaP (SNP microarrays and pooling) data from CEL files to Relative Allele Scores in the rich R statistical computing environment. Availability: The SNPMaP package is available from http://cran.r-project.org/ under the GNU General Public License version 3 or later. Contact: snpmap@iop.kcl.ac.uk Supplementary information: Additional resources and test datasets are available at http://sgdp.iop.kcl.ac.uk/snpmap/
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spelling pubmed-26390102009-02-25 The SNPMaP package for R: a framework for genome-wide association using DNA pooling on microarrays Davis, Oliver S. P. Plomin, Robert Schalkwyk, Leonard C. Bioinformatics Applications Note Summary: Large-scale genome-wide association (GWA) studies using thousands of high-density SNP microarrays are becoming an essential tool in the search for loci related to heritable variation in many phenotypes. However, the cost of GWA remains beyond the reach of many researchers. Fortunately, the majority of statistical power can still be obtained by estimating allele frequencies from DNA pools, reducing the cost to that of tens, rather than thousands of arrays. We present a set of software tools for processing SNPMaP (SNP microarrays and pooling) data from CEL files to Relative Allele Scores in the rich R statistical computing environment. Availability: The SNPMaP package is available from http://cran.r-project.org/ under the GNU General Public License version 3 or later. Contact: snpmap@iop.kcl.ac.uk Supplementary information: Additional resources and test datasets are available at http://sgdp.iop.kcl.ac.uk/snpmap/ Oxford University Press 2009-01-15 2008-09-30 /pmc/articles/PMC2639010/ /pubmed/19008252 http://dx.doi.org/10.1093/bioinformatics/btn587 Text en © 2008 The Author(s) http://creativecommons.org/licenses/by-nc/2.0/uk/ This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/2.0/uk/) which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Applications Note
Davis, Oliver S. P.
Plomin, Robert
Schalkwyk, Leonard C.
The SNPMaP package for R: a framework for genome-wide association using DNA pooling on microarrays
title The SNPMaP package for R: a framework for genome-wide association using DNA pooling on microarrays
title_full The SNPMaP package for R: a framework for genome-wide association using DNA pooling on microarrays
title_fullStr The SNPMaP package for R: a framework for genome-wide association using DNA pooling on microarrays
title_full_unstemmed The SNPMaP package for R: a framework for genome-wide association using DNA pooling on microarrays
title_short The SNPMaP package for R: a framework for genome-wide association using DNA pooling on microarrays
title_sort snpmap package for r: a framework for genome-wide association using dna pooling on microarrays
topic Applications Note
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2639010/
https://www.ncbi.nlm.nih.gov/pubmed/19008252
http://dx.doi.org/10.1093/bioinformatics/btn587
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