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Aggressive assembly of pyrosequencing reads with mates

Motivation: DNA sequence reads from Sanger and pyrosequencing platforms differ in cost, accuracy, typical coverage, average read length and the variety of available paired-end protocols. Both read types can complement one another in a ‘hybrid’ approach to whole-genome shotgun sequencing projects, bu...

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Autores principales: Miller, Jason R., Delcher, Arthur L., Koren, Sergey, Venter, Eli, Walenz, Brian P., Brownley, Anushka, Johnson, Justin, Li, Kelvin, Mobarry, Clark, Sutton, Granger
Formato: Texto
Lenguaje:English
Publicado: Oxford University Press 2008
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2639302/
https://www.ncbi.nlm.nih.gov/pubmed/18952627
http://dx.doi.org/10.1093/bioinformatics/btn548
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author Miller, Jason R.
Delcher, Arthur L.
Koren, Sergey
Venter, Eli
Walenz, Brian P.
Brownley, Anushka
Johnson, Justin
Li, Kelvin
Mobarry, Clark
Sutton, Granger
author_facet Miller, Jason R.
Delcher, Arthur L.
Koren, Sergey
Venter, Eli
Walenz, Brian P.
Brownley, Anushka
Johnson, Justin
Li, Kelvin
Mobarry, Clark
Sutton, Granger
author_sort Miller, Jason R.
collection PubMed
description Motivation: DNA sequence reads from Sanger and pyrosequencing platforms differ in cost, accuracy, typical coverage, average read length and the variety of available paired-end protocols. Both read types can complement one another in a ‘hybrid’ approach to whole-genome shotgun sequencing projects, but assembly software must be modified to accommodate their different characteristics. This is true even of pyrosequencing mated and unmated read combinations. Without special modifications, assemblers tuned for homogeneous sequence data may perform poorly on hybrid data. Results: Celera Assembler was modified for combinations of ABI 3730 and 454 FLX reads. The revised pipeline called CABOG (Celera Assembler with the Best Overlap Graph) is robust to homopolymer run length uncertainty, high read coverage and heterogeneous read lengths. In tests on four genomes, it generated the longest contigs among all assemblers tested. It exploited the mate constraints provided by paired-end reads from either platform to build larger contigs and scaffolds, which were validated by comparison to a finished reference sequence. A low rate of contig mis-assembly was detected in some CABOG assemblies, but this was reduced in the presence of sufficient mate pair data. Availability: The software is freely available as open-source from http://wgs-assembler.sf.net under the GNU Public License. Contact: jmiller@jcvi.org Supplementary information: Supplementary data are available at Bioinformatics online.
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spelling pubmed-26393022009-02-25 Aggressive assembly of pyrosequencing reads with mates Miller, Jason R. Delcher, Arthur L. Koren, Sergey Venter, Eli Walenz, Brian P. Brownley, Anushka Johnson, Justin Li, Kelvin Mobarry, Clark Sutton, Granger Bioinformatics Original Papers Motivation: DNA sequence reads from Sanger and pyrosequencing platforms differ in cost, accuracy, typical coverage, average read length and the variety of available paired-end protocols. Both read types can complement one another in a ‘hybrid’ approach to whole-genome shotgun sequencing projects, but assembly software must be modified to accommodate their different characteristics. This is true even of pyrosequencing mated and unmated read combinations. Without special modifications, assemblers tuned for homogeneous sequence data may perform poorly on hybrid data. Results: Celera Assembler was modified for combinations of ABI 3730 and 454 FLX reads. The revised pipeline called CABOG (Celera Assembler with the Best Overlap Graph) is robust to homopolymer run length uncertainty, high read coverage and heterogeneous read lengths. In tests on four genomes, it generated the longest contigs among all assemblers tested. It exploited the mate constraints provided by paired-end reads from either platform to build larger contigs and scaffolds, which were validated by comparison to a finished reference sequence. A low rate of contig mis-assembly was detected in some CABOG assemblies, but this was reduced in the presence of sufficient mate pair data. Availability: The software is freely available as open-source from http://wgs-assembler.sf.net under the GNU Public License. Contact: jmiller@jcvi.org Supplementary information: Supplementary data are available at Bioinformatics online. Oxford University Press 2008-12-15 2008-10-24 /pmc/articles/PMC2639302/ /pubmed/18952627 http://dx.doi.org/10.1093/bioinformatics/btn548 Text en © 2008 The Author(s) 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/2.0/uk/) which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Original Papers
Miller, Jason R.
Delcher, Arthur L.
Koren, Sergey
Venter, Eli
Walenz, Brian P.
Brownley, Anushka
Johnson, Justin
Li, Kelvin
Mobarry, Clark
Sutton, Granger
Aggressive assembly of pyrosequencing reads with mates
title Aggressive assembly of pyrosequencing reads with mates
title_full Aggressive assembly of pyrosequencing reads with mates
title_fullStr Aggressive assembly of pyrosequencing reads with mates
title_full_unstemmed Aggressive assembly of pyrosequencing reads with mates
title_short Aggressive assembly of pyrosequencing reads with mates
title_sort aggressive assembly of pyrosequencing reads with mates
topic Original Papers
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2639302/
https://www.ncbi.nlm.nih.gov/pubmed/18952627
http://dx.doi.org/10.1093/bioinformatics/btn548
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