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Interactive exploratory data analysis of Integrative Human Microbiome Project data using Metaviz

The rich data produced by the second phase of the Human Microbiome Project (iHMP) offers a unique opportunity to test hypotheses that interactions between microbial communities and a human host might impact an individual’s health or disease status. In this work we describe infrastructure that integr...

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Detalles Bibliográficos
Autores principales: Wagner, Justin, Kancherla, Jayaram, Braccia, Domenick, Matsumara, James, Felix, Victor, Crabtree, Jonathan, Mahurkar, Anup, Corrada Bravo, Héctor
Formato: Online Artículo Texto
Lenguaje:English
Publicado: F1000 Research Limited 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7366035/
https://www.ncbi.nlm.nih.gov/pubmed/32742640
http://dx.doi.org/10.12688/f1000research.24345.2
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author Wagner, Justin
Kancherla, Jayaram
Braccia, Domenick
Matsumara, James
Felix, Victor
Crabtree, Jonathan
Mahurkar, Anup
Corrada Bravo, Héctor
author_facet Wagner, Justin
Kancherla, Jayaram
Braccia, Domenick
Matsumara, James
Felix, Victor
Crabtree, Jonathan
Mahurkar, Anup
Corrada Bravo, Héctor
author_sort Wagner, Justin
collection PubMed
description The rich data produced by the second phase of the Human Microbiome Project (iHMP) offers a unique opportunity to test hypotheses that interactions between microbial communities and a human host might impact an individual’s health or disease status. In this work we describe infrastructure that integrates Metaviz, an interactive microbiome data analysis and visualization tool, with the iHMP Data Coordination Center web portal and the HMP2Data R/Bioconductor package. We describe integrative statistical and visual analyses of two datasets from iHMP using Metaviz along with the metagenomeSeq R/Bioconductor package for statistical analysis of differential abundance analysis. These use cases demonstrate the utility of a combined approach to access and analyze data from this resource.
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spelling pubmed-73660352020-07-30 Interactive exploratory data analysis of Integrative Human Microbiome Project data using Metaviz Wagner, Justin Kancherla, Jayaram Braccia, Domenick Matsumara, James Felix, Victor Crabtree, Jonathan Mahurkar, Anup Corrada Bravo, Héctor F1000Res Software Tool Article The rich data produced by the second phase of the Human Microbiome Project (iHMP) offers a unique opportunity to test hypotheses that interactions between microbial communities and a human host might impact an individual’s health or disease status. In this work we describe infrastructure that integrates Metaviz, an interactive microbiome data analysis and visualization tool, with the iHMP Data Coordination Center web portal and the HMP2Data R/Bioconductor package. We describe integrative statistical and visual analyses of two datasets from iHMP using Metaviz along with the metagenomeSeq R/Bioconductor package for statistical analysis of differential abundance analysis. These use cases demonstrate the utility of a combined approach to access and analyze data from this resource. F1000 Research Limited 2021-06-21 /pmc/articles/PMC7366035/ /pubmed/32742640 http://dx.doi.org/10.12688/f1000research.24345.2 Text en Copyright: © 2021 Wagner J et al. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution Licence, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Software Tool Article
Wagner, Justin
Kancherla, Jayaram
Braccia, Domenick
Matsumara, James
Felix, Victor
Crabtree, Jonathan
Mahurkar, Anup
Corrada Bravo, Héctor
Interactive exploratory data analysis of Integrative Human Microbiome Project data using Metaviz
title Interactive exploratory data analysis of Integrative Human Microbiome Project data using Metaviz
title_full Interactive exploratory data analysis of Integrative Human Microbiome Project data using Metaviz
title_fullStr Interactive exploratory data analysis of Integrative Human Microbiome Project data using Metaviz
title_full_unstemmed Interactive exploratory data analysis of Integrative Human Microbiome Project data using Metaviz
title_short Interactive exploratory data analysis of Integrative Human Microbiome Project data using Metaviz
title_sort interactive exploratory data analysis of integrative human microbiome project data using metaviz
topic Software Tool Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7366035/
https://www.ncbi.nlm.nih.gov/pubmed/32742640
http://dx.doi.org/10.12688/f1000research.24345.2
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