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MeCorS: Metagenome-enabled error correction of single cell sequencing reads
Summary: We present a new tool, MeCorS, to correct chimeric reads and sequencing errors in Illumina data generated from single amplified genomes (SAGs). It uses sequence information derived from accompanying metagenome sequencing to accurately correct errors in SAG reads, even from ultra-low coverag...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4937190/ https://www.ncbi.nlm.nih.gov/pubmed/27153586 http://dx.doi.org/10.1093/bioinformatics/btw144 |
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author | Bremges, Andreas Singer, Esther Woyke, Tanja Sczyrba, Alexander |
author_facet | Bremges, Andreas Singer, Esther Woyke, Tanja Sczyrba, Alexander |
author_sort | Bremges, Andreas |
collection | PubMed |
description | Summary: We present a new tool, MeCorS, to correct chimeric reads and sequencing errors in Illumina data generated from single amplified genomes (SAGs). It uses sequence information derived from accompanying metagenome sequencing to accurately correct errors in SAG reads, even from ultra-low coverage regions. In evaluations on real data, we show that MeCorS outperforms BayesHammer, the most widely used state-of-the-art approach. MeCorS performs particularly well in correcting chimeric reads, which greatly improves both accuracy and contiguity of de novo SAG assemblies. Availability and implementation: https://github.com/metagenomics/MeCorS Contact: abremges@cebitec.uni-bielefeld.de Supplementary information: Supplementary data are available at Bioinformatics online. |
format | Online Article Text |
id | pubmed-4937190 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-49371902016-07-11 MeCorS: Metagenome-enabled error correction of single cell sequencing reads Bremges, Andreas Singer, Esther Woyke, Tanja Sczyrba, Alexander Bioinformatics Applications Notes Summary: We present a new tool, MeCorS, to correct chimeric reads and sequencing errors in Illumina data generated from single amplified genomes (SAGs). It uses sequence information derived from accompanying metagenome sequencing to accurately correct errors in SAG reads, even from ultra-low coverage regions. In evaluations on real data, we show that MeCorS outperforms BayesHammer, the most widely used state-of-the-art approach. MeCorS performs particularly well in correcting chimeric reads, which greatly improves both accuracy and contiguity of de novo SAG assemblies. Availability and implementation: https://github.com/metagenomics/MeCorS Contact: abremges@cebitec.uni-bielefeld.de Supplementary information: Supplementary data are available at Bioinformatics online. Oxford University Press 2016-07-15 2016-03-15 /pmc/articles/PMC4937190/ /pubmed/27153586 http://dx.doi.org/10.1093/bioinformatics/btw144 Text en © The Author 2016. Published by Oxford University Press. http://creativecommons.org/licenses/by/4.0/ 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 reuse, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Applications Notes Bremges, Andreas Singer, Esther Woyke, Tanja Sczyrba, Alexander MeCorS: Metagenome-enabled error correction of single cell sequencing reads |
title | MeCorS: Metagenome-enabled error correction of single cell sequencing reads |
title_full | MeCorS: Metagenome-enabled error correction of single cell sequencing reads |
title_fullStr | MeCorS: Metagenome-enabled error correction of single cell sequencing reads |
title_full_unstemmed | MeCorS: Metagenome-enabled error correction of single cell sequencing reads |
title_short | MeCorS: Metagenome-enabled error correction of single cell sequencing reads |
title_sort | mecors: metagenome-enabled error correction of single cell sequencing reads |
topic | Applications Notes |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4937190/ https://www.ncbi.nlm.nih.gov/pubmed/27153586 http://dx.doi.org/10.1093/bioinformatics/btw144 |
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