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RAMBO-K: Rapid and Sensitive Removal of Background Sequences from Next Generation Sequencing Data

BACKGROUND: The assembly of viral or endosymbiont genomes from Next Generation Sequencing (NGS) data is often hampered by the predominant abundance of reads originating from the host organism. These reads increase the memory and CPU time usage of the assembler and can lead to misassemblies. RESULTS:...

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Autores principales: Tausch, Simon H., Renard, Bernhard Y., Nitsche, Andreas, Dabrowski, Piotr Wojciech
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4574938/
https://www.ncbi.nlm.nih.gov/pubmed/26379285
http://dx.doi.org/10.1371/journal.pone.0137896
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author Tausch, Simon H.
Renard, Bernhard Y.
Nitsche, Andreas
Dabrowski, Piotr Wojciech
author_facet Tausch, Simon H.
Renard, Bernhard Y.
Nitsche, Andreas
Dabrowski, Piotr Wojciech
author_sort Tausch, Simon H.
collection PubMed
description BACKGROUND: The assembly of viral or endosymbiont genomes from Next Generation Sequencing (NGS) data is often hampered by the predominant abundance of reads originating from the host organism. These reads increase the memory and CPU time usage of the assembler and can lead to misassemblies. RESULTS: We developed RAMBO-K (Read Assignment Method Based On K-mers), a tool which allows rapid and sensitive removal of unwanted host sequences from NGS datasets. Reaching a speed of 10 Megabases/s on 4 CPU cores and a standard hard drive, RAMBO-K is faster than any tool we tested, while showing a consistently high sensitivity and specificity across different datasets. CONCLUSIONS: RAMBO-K rapidly and reliably separates reads from different species without data preprocessing. It is suitable as a straightforward standard solution for workflows dealing with mixed datasets. Binaries and source code (java and python) are available from http://sourceforge.net/projects/rambok/.
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spelling pubmed-45749382015-09-25 RAMBO-K: Rapid and Sensitive Removal of Background Sequences from Next Generation Sequencing Data Tausch, Simon H. Renard, Bernhard Y. Nitsche, Andreas Dabrowski, Piotr Wojciech PLoS One Research Article BACKGROUND: The assembly of viral or endosymbiont genomes from Next Generation Sequencing (NGS) data is often hampered by the predominant abundance of reads originating from the host organism. These reads increase the memory and CPU time usage of the assembler and can lead to misassemblies. RESULTS: We developed RAMBO-K (Read Assignment Method Based On K-mers), a tool which allows rapid and sensitive removal of unwanted host sequences from NGS datasets. Reaching a speed of 10 Megabases/s on 4 CPU cores and a standard hard drive, RAMBO-K is faster than any tool we tested, while showing a consistently high sensitivity and specificity across different datasets. CONCLUSIONS: RAMBO-K rapidly and reliably separates reads from different species without data preprocessing. It is suitable as a straightforward standard solution for workflows dealing with mixed datasets. Binaries and source code (java and python) are available from http://sourceforge.net/projects/rambok/. Public Library of Science 2015-09-17 /pmc/articles/PMC4574938/ /pubmed/26379285 http://dx.doi.org/10.1371/journal.pone.0137896 Text en © 2015 Tausch 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
Tausch, Simon H.
Renard, Bernhard Y.
Nitsche, Andreas
Dabrowski, Piotr Wojciech
RAMBO-K: Rapid and Sensitive Removal of Background Sequences from Next Generation Sequencing Data
title RAMBO-K: Rapid and Sensitive Removal of Background Sequences from Next Generation Sequencing Data
title_full RAMBO-K: Rapid and Sensitive Removal of Background Sequences from Next Generation Sequencing Data
title_fullStr RAMBO-K: Rapid and Sensitive Removal of Background Sequences from Next Generation Sequencing Data
title_full_unstemmed RAMBO-K: Rapid and Sensitive Removal of Background Sequences from Next Generation Sequencing Data
title_short RAMBO-K: Rapid and Sensitive Removal of Background Sequences from Next Generation Sequencing Data
title_sort rambo-k: rapid and sensitive removal of background sequences from next generation sequencing data
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4574938/
https://www.ncbi.nlm.nih.gov/pubmed/26379285
http://dx.doi.org/10.1371/journal.pone.0137896
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