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argyle: An R Package for Analysis of Illumina Genotyping Arrays
Genotyping microarrays are an important and widely-used tool in genetics. I present argyle, an R package for analysis of genotyping array data tailored to Illumina arrays. The goal of the argyle package is to provide simple, expressive tools for nonexpert users to perform quality checks and explorat...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Genetics Society of America
2015
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4751548/ https://www.ncbi.nlm.nih.gov/pubmed/26684930 http://dx.doi.org/10.1534/g3.115.023739 |
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author | Morgan, Andrew P. |
author_facet | Morgan, Andrew P. |
author_sort | Morgan, Andrew P. |
collection | PubMed |
description | Genotyping microarrays are an important and widely-used tool in genetics. I present argyle, an R package for analysis of genotyping array data tailored to Illumina arrays. The goal of the argyle package is to provide simple, expressive tools for nonexpert users to perform quality checks and exploratory analyses of genotyping data. To these ends, the package consists of a suite of quality-control functions, normalization procedures, and utilities for visually and statistically summarizing such data. Format-conversion tools allow interoperability with popular software packages for analysis of genetic data including PLINK, R/qtl and DOQTL. Detailed vignettes demonstrating common use cases are included as supporting information. argyle bridges the gap between the low-level tasks of quality control and high-level tasks of genetic analysis. It is freely available at https://github.com/andrewparkermorgan/argyle and has been submitted to Bioconductor. |
format | Online Article Text |
id | pubmed-4751548 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Genetics Society of America |
record_format | MEDLINE/PubMed |
spelling | pubmed-47515482016-02-12 argyle: An R Package for Analysis of Illumina Genotyping Arrays Morgan, Andrew P. G3 (Bethesda) Investigations Genotyping microarrays are an important and widely-used tool in genetics. I present argyle, an R package for analysis of genotyping array data tailored to Illumina arrays. The goal of the argyle package is to provide simple, expressive tools for nonexpert users to perform quality checks and exploratory analyses of genotyping data. To these ends, the package consists of a suite of quality-control functions, normalization procedures, and utilities for visually and statistically summarizing such data. Format-conversion tools allow interoperability with popular software packages for analysis of genetic data including PLINK, R/qtl and DOQTL. Detailed vignettes demonstrating common use cases are included as supporting information. argyle bridges the gap between the low-level tasks of quality control and high-level tasks of genetic analysis. It is freely available at https://github.com/andrewparkermorgan/argyle and has been submitted to Bioconductor. Genetics Society of America 2015-12-18 /pmc/articles/PMC4751548/ /pubmed/26684930 http://dx.doi.org/10.1534/g3.115.023739 Text en Copyright © 2016 Morgan http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Investigations Morgan, Andrew P. argyle: An R Package for Analysis of Illumina Genotyping Arrays |
title | argyle: An R Package for Analysis of Illumina Genotyping Arrays |
title_full | argyle: An R Package for Analysis of Illumina Genotyping Arrays |
title_fullStr | argyle: An R Package for Analysis of Illumina Genotyping Arrays |
title_full_unstemmed | argyle: An R Package for Analysis of Illumina Genotyping Arrays |
title_short | argyle: An R Package for Analysis of Illumina Genotyping Arrays |
title_sort | argyle: an r package for analysis of illumina genotyping arrays |
topic | Investigations |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4751548/ https://www.ncbi.nlm.nih.gov/pubmed/26684930 http://dx.doi.org/10.1534/g3.115.023739 |
work_keys_str_mv | AT morganandrewp argyleanrpackageforanalysisofilluminagenotypingarrays |