F1000Research (Jun 2020)

Interactive exploratory data analysis of Integrative Human Microbiome Project data using Metaviz [version 1; peer review: 2 approved]

  • Justin Wagner,
  • Jayaram Kancherla,
  • Domenick Braccia,
  • James Matsumara,
  • Victor Felix,
  • Jonathan Crabtree,
  • Anup Mahurkar,
  • Héctor Corrada Bravo

DOI
https://doi.org/10.12688/f1000research.24345.1
Journal volume & issue
Vol. 9

Abstract

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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.