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ANGSD: Analysis of Next Generation Sequencing Data

BACKGROUND: High-throughput DNA sequencing technologies are generating vast amounts of data. Fast, flexible and memory efficient implementations are needed in order to facilitate analyses of thousands of samples simultaneously. RESULTS: We present a multithreaded program suite called ANGSD. This pro...

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Detalles Bibliográficos
Autores principales: Korneliussen, Thorfinn Sand, Albrechtsen, Anders, Nielsen, Rasmus
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4248462/
https://www.ncbi.nlm.nih.gov/pubmed/25420514
http://dx.doi.org/10.1186/s12859-014-0356-4
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author Korneliussen, Thorfinn Sand
Albrechtsen, Anders
Nielsen, Rasmus
author_facet Korneliussen, Thorfinn Sand
Albrechtsen, Anders
Nielsen, Rasmus
author_sort Korneliussen, Thorfinn Sand
collection PubMed
description BACKGROUND: High-throughput DNA sequencing technologies are generating vast amounts of data. Fast, flexible and memory efficient implementations are needed in order to facilitate analyses of thousands of samples simultaneously. RESULTS: We present a multithreaded program suite called ANGSD. This program can calculate various summary statistics, and perform association mapping and population genetic analyses utilizing the full information in next generation sequencing data by working directly on the raw sequencing data or by using genotype likelihoods. CONCLUSIONS: The open source c/c++ program ANGSD is available at http://www.popgen.dk/angsd. The program is tested and validated on GNU/Linux systems. The program facilitates multiple input formats including BAM and imputed beagle genotype probability files. The program allow the user to choose between combinations of existing methods and can perform analysis that is not implemented elsewhere. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12859-014-0356-4) contains supplementary material, which is available to authorized users.
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spelling pubmed-42484622014-12-02 ANGSD: Analysis of Next Generation Sequencing Data Korneliussen, Thorfinn Sand Albrechtsen, Anders Nielsen, Rasmus BMC Bioinformatics Software BACKGROUND: High-throughput DNA sequencing technologies are generating vast amounts of data. Fast, flexible and memory efficient implementations are needed in order to facilitate analyses of thousands of samples simultaneously. RESULTS: We present a multithreaded program suite called ANGSD. This program can calculate various summary statistics, and perform association mapping and population genetic analyses utilizing the full information in next generation sequencing data by working directly on the raw sequencing data or by using genotype likelihoods. CONCLUSIONS: The open source c/c++ program ANGSD is available at http://www.popgen.dk/angsd. The program is tested and validated on GNU/Linux systems. The program facilitates multiple input formats including BAM and imputed beagle genotype probability files. The program allow the user to choose between combinations of existing methods and can perform analysis that is not implemented elsewhere. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12859-014-0356-4) contains supplementary material, which is available to authorized users. BioMed Central 2014-11-25 /pmc/articles/PMC4248462/ /pubmed/25420514 http://dx.doi.org/10.1186/s12859-014-0356-4 Text en © Korneliussen et al.; licensee BioMed Central Ltd. 2014 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly credited. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Software
Korneliussen, Thorfinn Sand
Albrechtsen, Anders
Nielsen, Rasmus
ANGSD: Analysis of Next Generation Sequencing Data
title ANGSD: Analysis of Next Generation Sequencing Data
title_full ANGSD: Analysis of Next Generation Sequencing Data
title_fullStr ANGSD: Analysis of Next Generation Sequencing Data
title_full_unstemmed ANGSD: Analysis of Next Generation Sequencing Data
title_short ANGSD: Analysis of Next Generation Sequencing Data
title_sort angsd: analysis of next generation sequencing data
topic Software
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4248462/
https://www.ncbi.nlm.nih.gov/pubmed/25420514
http://dx.doi.org/10.1186/s12859-014-0356-4
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