Related Experiment Video
Updated: Jun 6, 2025

Heuristic Mining of Hierarchical Genotypes and Accessory Genome Loci in Bacterial Populations
Published on: December 7, 2021
Panacus: fast and exact pangenome growth and core size estimation
Luca Parmigiani1, Erik Garrison2, Jens Stoye1
1Faculty of Technology and Center for Biotechnology (CeBiTec), Bielefeld University, Bielefeld 33615, Germany.
Exploring genomic diversity requires moving beyond single reference genomes. Panacus (pangenome-abacus) is a new tool that rapidly analyzes pangenome graphs, quantifying core genomes and pangenome growth for enhanced species-wide genomic insights.
Area of Science:
- Genomics
- Bioinformatics
Background:
- Single linear reference genomes limit the exploration of species' full genomic diversity.
- Pangenomics, representing genomes as graphs, is crucial for overcoming these limitations.
- Scalable software is needed for pangenome analysis, including core genome and pangenome growth quantification.
Purpose of the Study:
- Introduce Panacus (pangenome-abacus), a novel software tool for efficient pangenome graph analysis.
- Enable rapid quantification of universally shared sequences (core genome) and genomic variability (pangenome growth).
- Provide interactive visualization of pangenome analysis results.
Main Methods:
- Panacus processes General Feature Format version 3 (GFA) files, the standard for pangenome graphs.
- The tool is implemented in Rust for high performance.
- Analysis of a human pangenome graph with 110 million nodes is completed in under one hour.
Main Results:
- Panacus enables rapid analysis of large-scale pangenome graphs.
- The software effectively quantifies core genome content and pangenome growth.
- Interactive plots visualize key pangenomic metrics.
Conclusions:
- Panacus addresses the need for scalable pangenome analysis software.
- The tool facilitates deeper exploration of genomic diversity.
- Panacus is available as open-source software with comprehensive documentation.
More Related Videos
Related Concept Videos
Microbial Growth Measurement: Direct Methods
Gene Evolution - Fast or Slow?
In contrast, regions which code...
Evolutionary Relationships through Genome Comparisons

