Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autor principal: Morgan, Andrew P.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Genetics Society of America 2015
Materias:
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
_version_ 1782415604298285056
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