UCHIME improves sensitivity and speed of chimera detection

Edgar, R. C., Haas, B. J., Clemente, J. C., Quince, C. and Knight, R. (2011) UCHIME improves sensitivity and speed of chimera detection. Bioinformatics, 27(16), pp. 2194-2200. (doi: 10.1093/bioinformatics/btr381)

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Publisher's URL: http://dx.doi.org/10.1093/bioinformatics/btr381

Abstract

<b>Motivation:</b> Chimeric DNA sequences often form during polymerase chain reaction amplification, especially when sequencing single regions (e.g. 16S rRNA or fungal Internal Transcribed Spacer) to assess diversity or compare populations. Undetected chimeras may be misinterpreted as novel species, causing inflated estimates of diversity and spurious inferences of differences between populations. Detection and removal of chimeras is therefore of critical importance in such experiments.<p></p> <b>Results:</b> We describe UCHIME, a new program that detects chimeric sequences with two or more segments. UCHIME either uses a database of chimera-free sequences or detects chimeras de novo by exploiting abundance data. UCHIME has better sensitivity than ChimeraSlayer (previously the most sensitive database method), especially with short, noisy sequences. In testing on artificial bacterial communities with known composition, UCHIME de novo sensitivity is shown to be comparable to Perseus. UCHIME is > 100x faster than Perseus and > 1000x faster than ChimeraSlayer.<p></p>

Item Type:Articles
Status:Published
Refereed:Yes
Glasgow Author(s) Enlighten ID:Quince, Dr Christopher
Authors: Edgar, R. C., Haas, B. J., Clemente, J. C., Quince, C., and Knight, R.
College/School:College of Science and Engineering > School of Engineering > Infrastructure and Environment
Journal Name:Bioinformatics
Publisher:Oxford University Press
ISSN:1367-4803
ISSN (Online):1460-2059
Published Online:23 June 2011

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Project CodeAward NoProject NamePrincipal InvestigatorFunder's NameFunder RefLead Dept
503351Pioneering the genomics era of environmental microbiologyChristopher QuinceEngineering & Physical Sciences Research Council (EPSRC)EP/H003851/1Infrastructure and Environment