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DistMap: A Toolkit for Distributed Short Read Mapping on a Hadoop Cluster
With the rapid and steady increase of next generation sequencing data output, the mapping of short reads has become a major data analysis bottleneck. On a single computer, it can take several days to map the vast quantity of reads produced from a single Illumina HiSeq lane. In an attempt to ameliora...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Public Library of Science
2013
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3751911/ https://www.ncbi.nlm.nih.gov/pubmed/24009693 http://dx.doi.org/10.1371/journal.pone.0072614 |
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author | Pandey, Ram Vinay Schlötterer, Christian |
author_facet | Pandey, Ram Vinay Schlötterer, Christian |
author_sort | Pandey, Ram Vinay |
collection | PubMed |
description | With the rapid and steady increase of next generation sequencing data output, the mapping of short reads has become a major data analysis bottleneck. On a single computer, it can take several days to map the vast quantity of reads produced from a single Illumina HiSeq lane. In an attempt to ameliorate this bottleneck we present a new tool, DistMap - a modular, scalable and integrated workflow to map reads in the Hadoop distributed computing framework. DistMap is easy to use, currently supports nine different short read mapping tools and can be run on all Unix-based operating systems. It accepts reads in FASTQ format as input and provides mapped reads in a SAM/BAM format. DistMap supports both paired-end and single-end reads thereby allowing the mapping of read data produced by different sequencing platforms. DistMap is available from http://code.google.com/p/distmap/ |
format | Online Article Text |
id | pubmed-3751911 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2013 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-37519112013-09-05 DistMap: A Toolkit for Distributed Short Read Mapping on a Hadoop Cluster Pandey, Ram Vinay Schlötterer, Christian PLoS One Research Article With the rapid and steady increase of next generation sequencing data output, the mapping of short reads has become a major data analysis bottleneck. On a single computer, it can take several days to map the vast quantity of reads produced from a single Illumina HiSeq lane. In an attempt to ameliorate this bottleneck we present a new tool, DistMap - a modular, scalable and integrated workflow to map reads in the Hadoop distributed computing framework. DistMap is easy to use, currently supports nine different short read mapping tools and can be run on all Unix-based operating systems. It accepts reads in FASTQ format as input and provides mapped reads in a SAM/BAM format. DistMap supports both paired-end and single-end reads thereby allowing the mapping of read data produced by different sequencing platforms. DistMap is available from http://code.google.com/p/distmap/ Public Library of Science 2013-08-23 /pmc/articles/PMC3751911/ /pubmed/24009693 http://dx.doi.org/10.1371/journal.pone.0072614 Text en © 2013 Pandey et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited. |
spellingShingle | Research Article Pandey, Ram Vinay Schlötterer, Christian DistMap: A Toolkit for Distributed Short Read Mapping on a Hadoop Cluster |
title | DistMap: A Toolkit for Distributed Short Read Mapping on a Hadoop Cluster |
title_full | DistMap: A Toolkit for Distributed Short Read Mapping on a Hadoop Cluster |
title_fullStr | DistMap: A Toolkit for Distributed Short Read Mapping on a Hadoop Cluster |
title_full_unstemmed | DistMap: A Toolkit for Distributed Short Read Mapping on a Hadoop Cluster |
title_short | DistMap: A Toolkit for Distributed Short Read Mapping on a Hadoop Cluster |
title_sort | distmap: a toolkit for distributed short read mapping on a hadoop cluster |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3751911/ https://www.ncbi.nlm.nih.gov/pubmed/24009693 http://dx.doi.org/10.1371/journal.pone.0072614 |
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