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Bioinformatics. 2010 Aug 1;26(15):1901-2. doi: 10.1093/bioinformatics/btq291. Epub 2010 Jun 18.

An alignment algorithm for bisulfite sequencing using the Applied Biosystems SOLiD System.

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  • 1National Biodefense Analysis and Countermeasures Center, 110 Thomas Johnson Drive, Frederick, MD 21702, USA.

Abstract

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/

PMID:
20562417
[PubMed - indexed for MEDLINE]
PMCID:
PMC2905549
Free PMC Article
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