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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...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2016
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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. |
format | Online Article Text |
id | pubmed-4880956 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
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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