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ResistoXplorer: a web-based tool for visual, statistical and exploratory data analysis of resistome data
The study of resistomes using whole metagenomic sequencing enables high-throughput identification of resistance genes in complex microbial communities, such as the human microbiome. Over recent years, sophisticated and diverse pipelines have been established to facilitate raw data processing and ann...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7991225/ https://www.ncbi.nlm.nih.gov/pubmed/33796850 http://dx.doi.org/10.1093/nargab/lqab018 |
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author | Dhariwal, Achal Junges, Roger Chen, Tsute Petersen, Fernanda C |
author_facet | Dhariwal, Achal Junges, Roger Chen, Tsute Petersen, Fernanda C |
author_sort | Dhariwal, Achal |
collection | PubMed |
description | The study of resistomes using whole metagenomic sequencing enables high-throughput identification of resistance genes in complex microbial communities, such as the human microbiome. Over recent years, sophisticated and diverse pipelines have been established to facilitate raw data processing and annotation. Despite the progress, there are no easy-to-use tools for comprehensive visual, statistical and functional analysis of resistome data. Thus, exploration of the resulting large complex datasets remains a key bottleneck requiring robust computational resources and technical expertise, which creates a significant hurdle for advancements in the field. Here, we introduce ResistoXplorer, a user-friendly tool that integrates recent advancements in statistics and visualization, coupled with extensive functional annotations and phenotype collection, to enable high-throughput analysis of common outputs generated from metagenomic resistome studies. ResistoXplorer contains three modules—the ‘Antimicrobial Resistance Gene Table’ module offers various options for composition profiling, functional profiling and comparative analysis of resistome data; the ‘Integration’ module supports integrative exploratory analysis of resistome and microbiome abundance profiles derived from metagenomic samples; finally, the ‘Antimicrobial Resistance Gene List’ module enables users to intuitively explore the associations between antimicrobial resistance genes and the microbial hosts using network visual analytics to gain biological insights. ResistoXplorer is publicly available at http://www.resistoxplorer.no. |
format | Online Article Text |
id | pubmed-7991225 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-79912252021-03-31 ResistoXplorer: a web-based tool for visual, statistical and exploratory data analysis of resistome data Dhariwal, Achal Junges, Roger Chen, Tsute Petersen, Fernanda C NAR Genom Bioinform Standard Article The study of resistomes using whole metagenomic sequencing enables high-throughput identification of resistance genes in complex microbial communities, such as the human microbiome. Over recent years, sophisticated and diverse pipelines have been established to facilitate raw data processing and annotation. Despite the progress, there are no easy-to-use tools for comprehensive visual, statistical and functional analysis of resistome data. Thus, exploration of the resulting large complex datasets remains a key bottleneck requiring robust computational resources and technical expertise, which creates a significant hurdle for advancements in the field. Here, we introduce ResistoXplorer, a user-friendly tool that integrates recent advancements in statistics and visualization, coupled with extensive functional annotations and phenotype collection, to enable high-throughput analysis of common outputs generated from metagenomic resistome studies. ResistoXplorer contains three modules—the ‘Antimicrobial Resistance Gene Table’ module offers various options for composition profiling, functional profiling and comparative analysis of resistome data; the ‘Integration’ module supports integrative exploratory analysis of resistome and microbiome abundance profiles derived from metagenomic samples; finally, the ‘Antimicrobial Resistance Gene List’ module enables users to intuitively explore the associations between antimicrobial resistance genes and the microbial hosts using network visual analytics to gain biological insights. ResistoXplorer is publicly available at http://www.resistoxplorer.no. Oxford University Press 2021-03-24 /pmc/articles/PMC7991225/ /pubmed/33796850 http://dx.doi.org/10.1093/nargab/lqab018 Text en © The Author(s) 2021. Published by Oxford University Press on behalf of NAR Genomics and Bioinformatics. https://creativecommons.org/licenses/by-nc/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial License (http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) ), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com |
spellingShingle | Standard Article Dhariwal, Achal Junges, Roger Chen, Tsute Petersen, Fernanda C ResistoXplorer: a web-based tool for visual, statistical and exploratory data analysis of resistome data |
title | ResistoXplorer: a web-based tool for visual, statistical and exploratory data analysis of resistome data |
title_full | ResistoXplorer: a web-based tool for visual, statistical and exploratory data analysis of resistome data |
title_fullStr | ResistoXplorer: a web-based tool for visual, statistical and exploratory data analysis of resistome data |
title_full_unstemmed | ResistoXplorer: a web-based tool for visual, statistical and exploratory data analysis of resistome data |
title_short | ResistoXplorer: a web-based tool for visual, statistical and exploratory data analysis of resistome data |
title_sort | resistoxplorer: a web-based tool for visual, statistical and exploratory data analysis of resistome data |
topic | Standard Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7991225/ https://www.ncbi.nlm.nih.gov/pubmed/33796850 http://dx.doi.org/10.1093/nargab/lqab018 |
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