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An alignment algorithm for bisulfite sequencing using the Applied Biosystems SOLiD System
Summary: Bisulfite sequencing allows cytosine methylation, an important epigenetic marker, to be detected via nucleotide substitutions. Since the Applied Biosystems SOLiD System uses a unique di-base encoding that increases confidence in the detection of nucleotide substitutions, it is a potentially...
Autores principales: | , , , , , |
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Formato: | Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2010
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2905549/ https://www.ncbi.nlm.nih.gov/pubmed/20562417 http://dx.doi.org/10.1093/bioinformatics/btq291 |
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author | Ondov, Brian D. Cochran, Charles Landers, Mark Meredith, Gavin D. Dudas, Miroslav Bergman, Nicholas H. |
author_facet | Ondov, Brian D. Cochran, Charles Landers, Mark Meredith, Gavin D. Dudas, Miroslav Bergman, Nicholas H. |
author_sort | Ondov, Brian D. |
collection | PubMed |
description | Summary: Bisulfite sequencing allows cytosine methylation, an important epigenetic marker, to be detected via nucleotide substitutions. Since the Applied Biosystems SOLiD System uses a unique di-base encoding that increases confidence in the detection of nucleotide substitutions, it is a potentially advantageous platform for this application. However, the di-base encoding also makes reads with many nucleotide substitutions difficult to align to a reference sequence with existing tools, preventing the platform's potential utility for bisulfite sequencing from being realized. Here, we present SOCS-B, a reference-based, un-gapped alignment algorithm for the SOLiD System that is tolerant of both bisulfite-induced nucleotide substitutions and a parametric number of sequencing errors, facilitating bisulfite sequencing on this platform. An implementation of the algorithm has been integrated with the previously reported SOCS alignment tool, and was used to align CpG methylation-enriched Arabidopsis thaliana bisulfite sequence data, exhibiting a 2-fold increase in sensitivity compared to existing methods for aligning SOLiD bisulfite data. Availability: Executables, source code, and sample data are available at http://solidsoftwaretools.com/gf/project/socs/ Contact: bergmann@nbacc.net Supplementary information: Supplementary data are available at Bioinformatics online. |
format | Text |
id | pubmed-2905549 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2010 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-29055492010-07-19 An alignment algorithm for bisulfite sequencing using the Applied Biosystems SOLiD System Ondov, Brian D. Cochran, Charles Landers, Mark Meredith, Gavin D. Dudas, Miroslav Bergman, Nicholas H. Bioinformatics Applications Note Summary: Bisulfite sequencing allows cytosine methylation, an important epigenetic marker, to be detected via nucleotide substitutions. Since the Applied Biosystems SOLiD System uses a unique di-base encoding that increases confidence in the detection of nucleotide substitutions, it is a potentially advantageous platform for this application. However, the di-base encoding also makes reads with many nucleotide substitutions difficult to align to a reference sequence with existing tools, preventing the platform's potential utility for bisulfite sequencing from being realized. Here, we present SOCS-B, a reference-based, un-gapped alignment algorithm for the SOLiD System that is tolerant of both bisulfite-induced nucleotide substitutions and a parametric number of sequencing errors, facilitating bisulfite sequencing on this platform. An implementation of the algorithm has been integrated with the previously reported SOCS alignment tool, and was used to align CpG methylation-enriched Arabidopsis thaliana bisulfite sequence data, exhibiting a 2-fold increase in sensitivity compared to existing methods for aligning SOLiD bisulfite data. Availability: Executables, source code, and sample data are available at http://solidsoftwaretools.com/gf/project/socs/ Contact: bergmann@nbacc.net Supplementary information: Supplementary data are available at Bioinformatics online. Oxford University Press 2010-08-01 2010-06-18 /pmc/articles/PMC2905549/ /pubmed/20562417 http://dx.doi.org/10.1093/bioinformatics/btq291 Text en © The Author(s) 2010. Published by Oxford University Press. http://creativecommons.org/licenses/by-nc/2.0/uk/ This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/2.5), which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Applications Note Ondov, Brian D. Cochran, Charles Landers, Mark Meredith, Gavin D. Dudas, Miroslav Bergman, Nicholas H. An alignment algorithm for bisulfite sequencing using the Applied Biosystems SOLiD System |
title | An alignment algorithm for bisulfite sequencing using the Applied Biosystems SOLiD System |
title_full | An alignment algorithm for bisulfite sequencing using the Applied Biosystems SOLiD System |
title_fullStr | An alignment algorithm for bisulfite sequencing using the Applied Biosystems SOLiD System |
title_full_unstemmed | An alignment algorithm for bisulfite sequencing using the Applied Biosystems SOLiD System |
title_short | An alignment algorithm for bisulfite sequencing using the Applied Biosystems SOLiD System |
title_sort | alignment algorithm for bisulfite sequencing using the applied biosystems solid system |
topic | Applications Note |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2905549/ https://www.ncbi.nlm.nih.gov/pubmed/20562417 http://dx.doi.org/10.1093/bioinformatics/btq291 |
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