BinaRena: a dedicated interactive platform for human-guided exploration and binning of metagenomes
Michael J. PaviaiD, Abhinav Chede, Zijun WuiD, Hinsby Cadillo‐QuiroziD, Qiyun ZhuiD
Abstract
Exploring metagenomic contigs and "binning" them are essential for delineating functional and evolutionary guilds within microbial communities. Despite available automated binners, researchers often find human involvement necessary to achieve representative results. We present BinaRena, an interactive graphic interface dedicated to aiding human operators to explore contigs via customizable visualization and to associate them with bins based on various data types, including sequence metrics, coverage profiles, taxonomic assignments and functional annotations. Binning plans can be edited, inspected and compared visually or using algorithms. Completeness and redundancy of user-selected contigs can be calculated real-time. We show that BinaRena facilitated biological pattern discovery, hypothesis generation and bin refinement in a tropical peatland metagenome. It enabled isolation of pathogenic genomes within closely-related populations from human gut samples. It significantly improved overall binning quality after curation using a simulated marine dataset. BinaRena is an installation-free, client-end web application for researchers of all levels.
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 12
- FWCI
- 1.24
- Field percentile
- top 22%
- 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
- Binette: a fast and accurate bin refinement tool to construct high quality Metagenome Assembled Genomes.
Jean Mainguy, Claire Hoede·The Journal of Open Source SoftwarePeer-reviewed·Oct 5, 2024
- CoCoBin: Graph-Based Metagenomic Binning via Composition-Coverage Separation
Khuanwara - Potiwara, Duangdao Wichadakul·bioRxiv·Aug 27, 2025
- Automappa: An interactive interface for metagenome-derived genome bins
Evan R. Rees, Samantha C. Waterworth, … Jason C. Kwan·bioRxiv·Aug 25, 2023
- uBin - a manual refining tool for metagenomic bins designed for educational purposes
Till L. V. Bornemann, Sarah P. Esser, … Alexander J. Probst·bioRxiv·Jul 15, 2020
- Automated refinement of metagenomic bins and estimation of binning success using itBins
Julian M. Künkel, Till L. V. Bornemann, … Alexander J. Probst·bioRxiv·Apr 1, 2026
- MetaBinner: a high-performance and stand-alone ensemble binning method to recover individual genomes from complex microbial communities
Ziye Wang, Pingqin Huang, … Shanfeng Zhu·Genome biologyPeer-reviewed·Jan 6, 2023