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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
Descripción
Sumario: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.