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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:...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2015
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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/. |
format | Online Article Text |
id | pubmed-4574938 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
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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