Pavian: interactive analysis of metagenomics data for microbiome studies and pathogen identification
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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
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Authors
2Topics & keywords
Topics
Keywords
- Metagenomics
- Identification (biology)
- Modular design
- Computer science
- Microbiome
- Data exploration
- Computational biology
- Data mining
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