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Updated: Aug 4, 2025

Heuristic Mining of Hierarchical Genotypes and Accessory Genome Loci in Bacterial Populations
Published on: December 7, 2021
GenoVi, an open-source automated circular genome visualizer for bacteria and archaea
Andrés Cumsille1, Roberto E Durán1, Andrea Rodríguez-Delherbe2,3
1Laboratorio de Microbiología Molecular y Biotecnología Ambiental, Departamento de Química & Centro de Biotecnología Daniel Alkalay Lowitt, Universidad Técnica Federico Santa María, Valparaíso, Chile.
GenoVi is a new Python tool that simplifies microbial genome visualization. It automates custom circular genome maps, integrating analyses like Cluster of Orthologs Groups (COG) for better scientific understanding.
Area of Science:
- Genomics
- Bioinformatics
- Microbial Ecology
Background:
- Advances in whole-genome and shotgun sequencing have increased microbial genome data availability.
- Current genome visualization software often lacks automation, integration, and user-friendly customization for non-experts.
- Efficient visualization tools are crucial for analyzing complex microbial genomes.
Purpose of the Study:
- To introduce GenoVi, a novel Python command-line tool for custom circular microbial genome visualization.
- To provide automated analysis and customizable features for diverse user needs.
- To facilitate the interpretation of microbial genomes and sequence elements.
Main Methods:
- GenoVi accepts GenBank format files or directories of files as input.
- It visualizes genomic features, integrates Cluster of Orthologs Group (COG) analysis via DeepNOG, and automatically scales visualizations.
- The tool generates COG histograms, heatmaps, and statistical tables for replicons or contigs.
Main Results:
- GenoVi successfully generated custom circular genome maps for various Bacteria and Archaea.
- Analysis of Paraburkholderia genomes demonstrated efficient classification of replicons in multipartite genomes.
- The tool provides customizable options, including 25 color palettes (5 color-blind safe) and text formatting.
Conclusions:
- GenoVi is an easy-to-use, command-line tool for automated and customizable microbial genome visualization.
- It enhances the analysis and presentation of genomic data for scientific publications, education, and outreach.
- GenoVi is freely available, promoting broader accessibility in bioinformatics research.
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