Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Ondov, Brian D., Cochran, Charles, Landers, Mark, Meredith, Gavin D., Dudas, Miroslav, Bergman, Nicholas H.
Formato: Texto
Lenguaje:English
Publicado: Oxford University Press 2010
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
_version_ 1782183972756783104
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
work_keys_str_mv AT ondovbriand analignmentalgorithmforbisulfitesequencingusingtheappliedbiosystemssolidsystem
AT cochrancharles analignmentalgorithmforbisulfitesequencingusingtheappliedbiosystemssolidsystem
AT landersmark analignmentalgorithmforbisulfitesequencingusingtheappliedbiosystemssolidsystem
AT meredithgavind analignmentalgorithmforbisulfitesequencingusingtheappliedbiosystemssolidsystem
AT dudasmiroslav analignmentalgorithmforbisulfitesequencingusingtheappliedbiosystemssolidsystem
AT bergmannicholash analignmentalgorithmforbisulfitesequencingusingtheappliedbiosystemssolidsystem
AT ondovbriand alignmentalgorithmforbisulfitesequencingusingtheappliedbiosystemssolidsystem
AT cochrancharles alignmentalgorithmforbisulfitesequencingusingtheappliedbiosystemssolidsystem
AT landersmark alignmentalgorithmforbisulfitesequencingusingtheappliedbiosystemssolidsystem
AT meredithgavind alignmentalgorithmforbisulfitesequencingusingtheappliedbiosystemssolidsystem
AT dudasmiroslav alignmentalgorithmforbisulfitesequencingusingtheappliedbiosystemssolidsystem
AT bergmannicholash alignmentalgorithmforbisulfitesequencingusingtheappliedbiosystemssolidsystem