MetaPGN: a pipeline for construction and graphical visualization of annotated pangenome networks
Ye PengiD, Shanmei TangiD, Dan WangiD, Huanzi ZhongiD, Huijue JiaiD, Xianghang Cai, Zhaoxi ZhangiD, Minfeng XiaoiD, Huanming YangiD, Jian WangiD, Karsten KristianseniD, Xun XuiD, Junhua LiiD
Abstract
Pangenome analyses facilitate the interpretation of genetic diversity and evolutionary history of a taxon. However, there is an urgent and unmet need to develop new tools for advanced pangenome construction and visualization, especially for metagenomic data. Here we present an integrated pipeline, named MetaPGN, for construction and graphical visualization of pangenome network from either microbial genomes or metagenomes. Given either isolated genomes or metagenomic assemblies coupled with a reference genome of the targeted taxon, MetaPGN generates a pangenome in a topological network, consisting of genes (nodes) and gene-gene genomic adjacencies (edges) of which biological information can be easily updated and retrieved. MetaPGN also includes a self-developed Cytoscape plugin for layout of and interaction with the resulting pangenome network, providing an intuitive and interactive interface for full exploration of genetic diversity. We demonstrate the utility of MetaPGN by constructing Escherichia coli (E. coli) pangenome networks from five E. coli pathogenic strains and 760 human gut microbiomes respectively, revealing extensive genetic diversity of E. coli within both isolates and gut microbial populations. With the ability to extract and visualize gene contents and gene-gene physical adjacencies of a specific taxon from large-scale metagenomic data, MetaPGN provides advantages in expanding pangenome analysis to uncultured microbial taxa. MetaPGN is available at https://github.com/peng-ye/MetaPGN.
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 29
- FWCI
- 1.24
- Field percentile
- top 21%
- Assay
- Research Focus
- Approach
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Panakeia - A universal tool for bacterial pangenome analysis
Sina Beier, Nicholas Robert Thomson·BMC GenomicsPeer-reviewed·Apr 5, 2022
- Panache: a Web Browser-Based Viewer for Linearized Pangenomes
Éloi Durant, François Sabot, … Mathieu Rouard·BioinformaticsPeer-reviewed·Sep 30, 2021
- Straightforward and reproducible analysis of bacterial pangenomes using Pagoo
Ignacio Ferrés, Gregorio Iraola·Cell Reports MethodsPeer-reviewed·Sep 1, 2021
- Panorama: a robust pangenome-based method for predicting and comparing biological systems across species
Jérôme Arnoux, Jean Mainguy, … Alexandra Calteau·PLoS Computational BiologyPeer-reviewed·Jul 10, 2026
- PPanGGOLiN: Depicting microbial diversity via a Partitioned Pangenome Graph
Guillaume Gautreau, Adelme Bazin, … David Vallenet·PLoS Computational BiologyPeer-reviewed·Mar 19, 2020
- Assembly of minimally fragmented metagenomic pangenome graphs
Dylan Duchen, Florencia Martino, … Steven J. Clipman·bioRxiv·Oct 30, 2026