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IM-TORNADO: A Tool for Comparison of 16S Reads from Paired-End Libraries

MOTIVATION: 16S rDNA hypervariable tag sequencing has become the de facto method for accessing microbial diversity. Illumina paired-end sequencing, which produces two separate reads for each DNA fragment, has become the platform of choice for this application. However, when the two reads do not over...

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Autores principales: Jeraldo, Patricio, Kalari, Krishna, Chen, Xianfeng, Bhavsar, Jaysheel, Mangalam, Ashutosh, White, Bryan, Nelson, Heidi, Kocher, Jean-Pierre, Chia, Nicholas
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4266640/
https://www.ncbi.nlm.nih.gov/pubmed/25506826
http://dx.doi.org/10.1371/journal.pone.0114804
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author Jeraldo, Patricio
Kalari, Krishna
Chen, Xianfeng
Bhavsar, Jaysheel
Mangalam, Ashutosh
White, Bryan
Nelson, Heidi
Kocher, Jean-Pierre
Chia, Nicholas
author_facet Jeraldo, Patricio
Kalari, Krishna
Chen, Xianfeng
Bhavsar, Jaysheel
Mangalam, Ashutosh
White, Bryan
Nelson, Heidi
Kocher, Jean-Pierre
Chia, Nicholas
author_sort Jeraldo, Patricio
collection PubMed
description MOTIVATION: 16S rDNA hypervariable tag sequencing has become the de facto method for accessing microbial diversity. Illumina paired-end sequencing, which produces two separate reads for each DNA fragment, has become the platform of choice for this application. However, when the two reads do not overlap, existing computational pipelines analyze data from read separately and underutilize the information contained in the paired-end reads. RESULTS: We created a workflow known as Illinois Mayo Taxon Organization from RNA Dataset Operations (IM-TORNADO) for processing non-overlapping reads while retaining maximal information content. Using synthetic mock datasets, we show that the use of both reads produced answers with greater correlation to those from full length 16S rDNA when looking at taxonomy, phylogeny, and beta-diversity. AVAILABILITY AND IMPLEMENTATION: IM-TORNADO is freely available at http://sourceforge.net/projects/imtornado and produces BIOM format output for cross compatibility with other pipelines such as QIIME, mothur, and phyloseq.
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spelling pubmed-42666402014-12-26 IM-TORNADO: A Tool for Comparison of 16S Reads from Paired-End Libraries Jeraldo, Patricio Kalari, Krishna Chen, Xianfeng Bhavsar, Jaysheel Mangalam, Ashutosh White, Bryan Nelson, Heidi Kocher, Jean-Pierre Chia, Nicholas PLoS One Research Article MOTIVATION: 16S rDNA hypervariable tag sequencing has become the de facto method for accessing microbial diversity. Illumina paired-end sequencing, which produces two separate reads for each DNA fragment, has become the platform of choice for this application. However, when the two reads do not overlap, existing computational pipelines analyze data from read separately and underutilize the information contained in the paired-end reads. RESULTS: We created a workflow known as Illinois Mayo Taxon Organization from RNA Dataset Operations (IM-TORNADO) for processing non-overlapping reads while retaining maximal information content. Using synthetic mock datasets, we show that the use of both reads produced answers with greater correlation to those from full length 16S rDNA when looking at taxonomy, phylogeny, and beta-diversity. AVAILABILITY AND IMPLEMENTATION: IM-TORNADO is freely available at http://sourceforge.net/projects/imtornado and produces BIOM format output for cross compatibility with other pipelines such as QIIME, mothur, and phyloseq. Public Library of Science 2014-12-15 /pmc/articles/PMC4266640/ /pubmed/25506826 http://dx.doi.org/10.1371/journal.pone.0114804 Text en © 2014 Jeraldo et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Jeraldo, Patricio
Kalari, Krishna
Chen, Xianfeng
Bhavsar, Jaysheel
Mangalam, Ashutosh
White, Bryan
Nelson, Heidi
Kocher, Jean-Pierre
Chia, Nicholas
IM-TORNADO: A Tool for Comparison of 16S Reads from Paired-End Libraries
title IM-TORNADO: A Tool for Comparison of 16S Reads from Paired-End Libraries
title_full IM-TORNADO: A Tool for Comparison of 16S Reads from Paired-End Libraries
title_fullStr IM-TORNADO: A Tool for Comparison of 16S Reads from Paired-End Libraries
title_full_unstemmed IM-TORNADO: A Tool for Comparison of 16S Reads from Paired-End Libraries
title_short IM-TORNADO: A Tool for Comparison of 16S Reads from Paired-End Libraries
title_sort im-tornado: a tool for comparison of 16s reads from paired-end libraries
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4266640/
https://www.ncbi.nlm.nih.gov/pubmed/25506826
http://dx.doi.org/10.1371/journal.pone.0114804
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