articleBioinformaticsSep 20, 2019BRONZE OA

Pavian: interactive analysis of metagenomics data for microbiome studies and pathogen identification

Johns Hopkins University

PubMed
Indexed incrossrefdoajpubmed

Abstract

SUMMARY: Pavian is a web application for exploring classification results from metagenomics experiments. With Pavian, researchers can analyze, visualize and transform results from various classifiers-such as Kraken, Centrifuge and MethaPhlAn-using interactive data tables, heatmaps and Sankey flow diagrams. An interactive alignment coverage viewer can help in the validation of matches to a particular genome, which can be crucial when using metagenomics experiments for pathogen detection. AVAILABILITY AND IMPLEMENTATION: Pavian is implemented in the R language as a modular Shiny web app and is freely available under GPL-3 from http://github.com/fbreitwieser/pavian.

Citation impact

499
total citations
FWCI
13.93
Percentile
100%
References
10
Citations per year

Authors

2

Topics & keywords

Keywords
  • Metagenomics
  • Identification (biology)
  • Modular design
  • Computer science
  • Microbiome
  • Data exploration
  • Computational biology
  • Data mining
No related works found for this paper.

Funding