BURRITO: An Interactive Multi-Omic Tool for Visualizing Taxa–Function Relationships in Microbiome Data

The abundance of both taxonomic groups and gene categories in microbiome samples can now be easily assayed via various sequencing technologies, and visualized using a variety of software tools. However, the assemblage of taxa in the microbiome and its gene content are clearly linked, and tools for v...

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Main Authors: Colin P. McNally, Alexander Eng, Cecilia Noecker, William C. Gagne-Maynard, Elhanan Borenstein
Format: Article
Language:English
Published: Frontiers Media S.A. 2018-03-01
Series:Frontiers in Microbiology
Subjects:
Online Access:http://journal.frontiersin.org/article/10.3389/fmicb.2018.00365/full
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spelling doaj-9f05b206c08f44829b0fee8c9ccc53632020-11-24T23:24:37ZengFrontiers Media S.A.Frontiers in Microbiology1664-302X2018-03-01910.3389/fmicb.2018.00365320834BURRITO: An Interactive Multi-Omic Tool for Visualizing Taxa–Function Relationships in Microbiome DataColin P. McNally0Alexander Eng1Cecilia Noecker2William C. Gagne-Maynard3Elhanan Borenstein4Elhanan Borenstein5Elhanan Borenstein6Department of Genome Sciences, University of Washington, Seattle, WA, United StatesDepartment of Genome Sciences, University of Washington, Seattle, WA, United StatesDepartment of Genome Sciences, University of Washington, Seattle, WA, United StatesInstitute for Health Metrics and Evaluation, Seattle, WA, United StatesDepartment of Genome Sciences, University of Washington, Seattle, WA, United StatesDepartment of Computer Science and Engineering, University of Washington, Seattle, WA, United StatesSanta Fe Institute, Santa Fe, NM, United StatesThe abundance of both taxonomic groups and gene categories in microbiome samples can now be easily assayed via various sequencing technologies, and visualized using a variety of software tools. However, the assemblage of taxa in the microbiome and its gene content are clearly linked, and tools for visualizing the relationship between these two facets of microbiome composition and for facilitating exploratory analysis of their co-variation are lacking. Here we introduce BURRITO, a web tool for interactive visualization of microbiome multi-omic data with paired taxonomic and functional information. BURRITO simultaneously visualizes the taxonomic and functional compositions of multiple samples and dynamically highlights relationships between taxa and functions to capture the underlying structure of these data. Users can browse for taxa and functions of interest and interactively explore the share of each function attributed to each taxon across samples. BURRITO supports multiple input formats for taxonomic and metagenomic data, allows adjustment of data granularity, and can export generated visualizations as static publication-ready formatted figures. In this paper, we describe the functionality of BURRITO, and provide illustrative examples of its utility for visualizing various trends in the relationship between the composition of taxa and functions in complex microbiomes.http://journal.frontiersin.org/article/10.3389/fmicb.2018.00365/fullmicrobiomemetagenomicsdata visualizationtaxonomyfunctionweb interface
collection DOAJ
language English
format Article
sources DOAJ
author Colin P. McNally
Alexander Eng
Cecilia Noecker
William C. Gagne-Maynard
Elhanan Borenstein
Elhanan Borenstein
Elhanan Borenstein
spellingShingle Colin P. McNally
Alexander Eng
Cecilia Noecker
William C. Gagne-Maynard
Elhanan Borenstein
Elhanan Borenstein
Elhanan Borenstein
BURRITO: An Interactive Multi-Omic Tool for Visualizing Taxa–Function Relationships in Microbiome Data
Frontiers in Microbiology
microbiome
metagenomics
data visualization
taxonomy
function
web interface
author_facet Colin P. McNally
Alexander Eng
Cecilia Noecker
William C. Gagne-Maynard
Elhanan Borenstein
Elhanan Borenstein
Elhanan Borenstein
author_sort Colin P. McNally
title BURRITO: An Interactive Multi-Omic Tool for Visualizing Taxa–Function Relationships in Microbiome Data
title_short BURRITO: An Interactive Multi-Omic Tool for Visualizing Taxa–Function Relationships in Microbiome Data
title_full BURRITO: An Interactive Multi-Omic Tool for Visualizing Taxa–Function Relationships in Microbiome Data
title_fullStr BURRITO: An Interactive Multi-Omic Tool for Visualizing Taxa–Function Relationships in Microbiome Data
title_full_unstemmed BURRITO: An Interactive Multi-Omic Tool for Visualizing Taxa–Function Relationships in Microbiome Data
title_sort burrito: an interactive multi-omic tool for visualizing taxa–function relationships in microbiome data
publisher Frontiers Media S.A.
series Frontiers in Microbiology
issn 1664-302X
publishDate 2018-03-01
description The abundance of both taxonomic groups and gene categories in microbiome samples can now be easily assayed via various sequencing technologies, and visualized using a variety of software tools. However, the assemblage of taxa in the microbiome and its gene content are clearly linked, and tools for visualizing the relationship between these two facets of microbiome composition and for facilitating exploratory analysis of their co-variation are lacking. Here we introduce BURRITO, a web tool for interactive visualization of microbiome multi-omic data with paired taxonomic and functional information. BURRITO simultaneously visualizes the taxonomic and functional compositions of multiple samples and dynamically highlights relationships between taxa and functions to capture the underlying structure of these data. Users can browse for taxa and functions of interest and interactively explore the share of each function attributed to each taxon across samples. BURRITO supports multiple input formats for taxonomic and metagenomic data, allows adjustment of data granularity, and can export generated visualizations as static publication-ready formatted figures. In this paper, we describe the functionality of BURRITO, and provide illustrative examples of its utility for visualizing various trends in the relationship between the composition of taxa and functions in complex microbiomes.
topic microbiome
metagenomics
data visualization
taxonomy
function
web interface
url http://journal.frontiersin.org/article/10.3389/fmicb.2018.00365/full
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