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Taxonomer: an interactive metagenomics analysis portal for universal pathogen detection and host mRNA expression profiling

BACKGROUND: High-throughput sequencing enables unbiased profiling of microbial communities, universal pathogen detection, and host response to infectious diseases. However, computation times and algorithmic inaccuracies have hindered adoption. RESULTS: We present Taxonomer, an ultrafast, web-tool fo...

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Autores principales: Flygare, Steven, Simmon, Keith, Miller, Chase, Qiao, Yi, Kennedy, Brett, Di Sera, Tonya, Graf, Erin H., Tardif, Keith D., Kapusta, Aurélie, Rynearson, Shawn, Stockmann, Chris, Queen, Krista, Tong, Suxiang, Voelkerding, Karl V., Blaschke, Anne, Byington, Carrie L., Jain, Seema, Pavia, Andrew, Ampofo, Krow, Eilbeck, Karen, Marth, Gabor, Yandell, Mark, Schlaberg, Robert
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4880956/
https://www.ncbi.nlm.nih.gov/pubmed/27224977
http://dx.doi.org/10.1186/s13059-016-0969-1
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author Flygare, Steven
Simmon, Keith
Miller, Chase
Qiao, Yi
Kennedy, Brett
Di Sera, Tonya
Graf, Erin H.
Tardif, Keith D.
Kapusta, Aurélie
Rynearson, Shawn
Stockmann, Chris
Queen, Krista
Tong, Suxiang
Voelkerding, Karl V.
Blaschke, Anne
Byington, Carrie L.
Jain, Seema
Pavia, Andrew
Ampofo, Krow
Eilbeck, Karen
Marth, Gabor
Yandell, Mark
Schlaberg, Robert
author_facet Flygare, Steven
Simmon, Keith
Miller, Chase
Qiao, Yi
Kennedy, Brett
Di Sera, Tonya
Graf, Erin H.
Tardif, Keith D.
Kapusta, Aurélie
Rynearson, Shawn
Stockmann, Chris
Queen, Krista
Tong, Suxiang
Voelkerding, Karl V.
Blaschke, Anne
Byington, Carrie L.
Jain, Seema
Pavia, Andrew
Ampofo, Krow
Eilbeck, Karen
Marth, Gabor
Yandell, Mark
Schlaberg, Robert
author_sort Flygare, Steven
collection PubMed
description BACKGROUND: High-throughput sequencing enables unbiased profiling of microbial communities, universal pathogen detection, and host response to infectious diseases. However, computation times and algorithmic inaccuracies have hindered adoption. RESULTS: We present Taxonomer, an ultrafast, web-tool for comprehensive metagenomics data analysis and interactive results visualization. Taxonomer is unique in providing integrated nucleotide and protein-based classification and simultaneous host messenger RNA (mRNA) transcript profiling. Using real-world case-studies, we show that Taxonomer detects previously unrecognized infections and reveals antiviral host mRNA expression profiles. To facilitate data-sharing across geographic distances in outbreak settings, Taxonomer is publicly available through a web-based user interface. CONCLUSIONS: Taxonomer enables rapid, accurate, and interactive analyses of metagenomics data on personal computers and mobile devices. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s13059-016-0969-1) contains supplementary material, which is available to authorized users.
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spelling pubmed-48809562016-05-27 Taxonomer: an interactive metagenomics analysis portal for universal pathogen detection and host mRNA expression profiling Flygare, Steven Simmon, Keith Miller, Chase Qiao, Yi Kennedy, Brett Di Sera, Tonya Graf, Erin H. Tardif, Keith D. Kapusta, Aurélie Rynearson, Shawn Stockmann, Chris Queen, Krista Tong, Suxiang Voelkerding, Karl V. Blaschke, Anne Byington, Carrie L. Jain, Seema Pavia, Andrew Ampofo, Krow Eilbeck, Karen Marth, Gabor Yandell, Mark Schlaberg, Robert Genome Biol Software BACKGROUND: High-throughput sequencing enables unbiased profiling of microbial communities, universal pathogen detection, and host response to infectious diseases. However, computation times and algorithmic inaccuracies have hindered adoption. RESULTS: We present Taxonomer, an ultrafast, web-tool for comprehensive metagenomics data analysis and interactive results visualization. Taxonomer is unique in providing integrated nucleotide and protein-based classification and simultaneous host messenger RNA (mRNA) transcript profiling. Using real-world case-studies, we show that Taxonomer detects previously unrecognized infections and reveals antiviral host mRNA expression profiles. To facilitate data-sharing across geographic distances in outbreak settings, Taxonomer is publicly available through a web-based user interface. CONCLUSIONS: Taxonomer enables rapid, accurate, and interactive analyses of metagenomics data on personal computers and mobile devices. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s13059-016-0969-1) contains supplementary material, which is available to authorized users. BioMed Central 2016-05-26 /pmc/articles/PMC4880956/ /pubmed/27224977 http://dx.doi.org/10.1186/s13059-016-0969-1 Text en © Flygare et al. 2016 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Software
Flygare, Steven
Simmon, Keith
Miller, Chase
Qiao, Yi
Kennedy, Brett
Di Sera, Tonya
Graf, Erin H.
Tardif, Keith D.
Kapusta, Aurélie
Rynearson, Shawn
Stockmann, Chris
Queen, Krista
Tong, Suxiang
Voelkerding, Karl V.
Blaschke, Anne
Byington, Carrie L.
Jain, Seema
Pavia, Andrew
Ampofo, Krow
Eilbeck, Karen
Marth, Gabor
Yandell, Mark
Schlaberg, Robert
Taxonomer: an interactive metagenomics analysis portal for universal pathogen detection and host mRNA expression profiling
title Taxonomer: an interactive metagenomics analysis portal for universal pathogen detection and host mRNA expression profiling
title_full Taxonomer: an interactive metagenomics analysis portal for universal pathogen detection and host mRNA expression profiling
title_fullStr Taxonomer: an interactive metagenomics analysis portal for universal pathogen detection and host mRNA expression profiling
title_full_unstemmed Taxonomer: an interactive metagenomics analysis portal for universal pathogen detection and host mRNA expression profiling
title_short Taxonomer: an interactive metagenomics analysis portal for universal pathogen detection and host mRNA expression profiling
title_sort taxonomer: an interactive metagenomics analysis portal for universal pathogen detection and host mrna expression profiling
topic Software
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4880956/
https://www.ncbi.nlm.nih.gov/pubmed/27224977
http://dx.doi.org/10.1186/s13059-016-0969-1
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