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inGAP: an integrated next-generation genome analysis pipeline

Summary: We develop a novel mining pipeline, Integrative Next-generation Genome Analysis Pipeline (inGAP), guided by a Bayesian principle to detect single nucleotide polymorphisms (SNPs), insertion/deletions (indels) by comparing high-throughput pyrosequencing reads with a reference genome of relate...

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Detalles Bibliográficos
Autores principales: Qi, Ji, Zhao, Fangqing, Buboltz, Anne, Schuster, Stephan C.
Formato: Texto
Lenguaje:English
Publicado: Oxford University Press 2010
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2796817/
https://www.ncbi.nlm.nih.gov/pubmed/19880367
http://dx.doi.org/10.1093/bioinformatics/btp615
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author Qi, Ji
Zhao, Fangqing
Buboltz, Anne
Schuster, Stephan C.
author_facet Qi, Ji
Zhao, Fangqing
Buboltz, Anne
Schuster, Stephan C.
author_sort Qi, Ji
collection PubMed
description Summary: We develop a novel mining pipeline, Integrative Next-generation Genome Analysis Pipeline (inGAP), guided by a Bayesian principle to detect single nucleotide polymorphisms (SNPs), insertion/deletions (indels) by comparing high-throughput pyrosequencing reads with a reference genome of related organisms. inGAP can be applied to the mapping of both Roche/454 and Illumina reads with no restriction of read length. Experiments on simulated and experimental data show that this pipeline can achieve overall 97% accuracy in SNP detection and 94% in the finding of indels. All the detected SNPs/indels can be further evaluated by a graphical editor in our pipeline. inGAP also provides functions of multiple genomes comparison and assistance of bacterial genome assembly. Availability: inGAP is available at http://sites.google.com/site/nextgengenomics/ingap Contact: scs@bx.psu.edu Supplementary information: Supplementary data are available at Bioinformatics online.
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spelling pubmed-27968172009-12-23 inGAP: an integrated next-generation genome analysis pipeline Qi, Ji Zhao, Fangqing Buboltz, Anne Schuster, Stephan C. Bioinformatics Applications Note Summary: We develop a novel mining pipeline, Integrative Next-generation Genome Analysis Pipeline (inGAP), guided by a Bayesian principle to detect single nucleotide polymorphisms (SNPs), insertion/deletions (indels) by comparing high-throughput pyrosequencing reads with a reference genome of related organisms. inGAP can be applied to the mapping of both Roche/454 and Illumina reads with no restriction of read length. Experiments on simulated and experimental data show that this pipeline can achieve overall 97% accuracy in SNP detection and 94% in the finding of indels. All the detected SNPs/indels can be further evaluated by a graphical editor in our pipeline. inGAP also provides functions of multiple genomes comparison and assistance of bacterial genome assembly. Availability: inGAP is available at http://sites.google.com/site/nextgengenomics/ingap Contact: scs@bx.psu.edu Supplementary information: Supplementary data are available at Bioinformatics online. Oxford University Press 2010-01-01 2009-10-30 /pmc/articles/PMC2796817/ /pubmed/19880367 http://dx.doi.org/10.1093/bioinformatics/btp615 Text en © The Author(s) 2009. 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/uk/) which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Applications Note
Qi, Ji
Zhao, Fangqing
Buboltz, Anne
Schuster, Stephan C.
inGAP: an integrated next-generation genome analysis pipeline
title inGAP: an integrated next-generation genome analysis pipeline
title_full inGAP: an integrated next-generation genome analysis pipeline
title_fullStr inGAP: an integrated next-generation genome analysis pipeline
title_full_unstemmed inGAP: an integrated next-generation genome analysis pipeline
title_short inGAP: an integrated next-generation genome analysis pipeline
title_sort ingap: an integrated next-generation genome analysis pipeline
topic Applications Note
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2796817/
https://www.ncbi.nlm.nih.gov/pubmed/19880367
http://dx.doi.org/10.1093/bioinformatics/btp615
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