BMC BioinformaticsBioinformaticsPeer-reviewed journal article
geneslator: an R package for comprehensive gene identifier conversion and annotation
Giulia Cavallaro, Giovanni MicaleiD, Grete Francesca PriviteraiD, Alfredo PulvirentiiD, Stefano ForteiD, Salvatore AlaimoiD
Abstract
MotivationHigh-throughput sequencing generates large gene lists, making data interpretation challenging. Accurate gene annotation and reliable conversion between identifiers (e.g., gene symbols, Ensembl GeneIDs, Entrez GeneIDs) are essential for integrating datasets, conducting functional analyses, and enabling cross-species comparisons. Existing tools and databases facilitate annotation but often suffer from inconsistencies, missing mappings, and fragmented workflows, limiting reproducibility and interpretability. ResultsTo address these limitations, we developed geneslator, an R package that unifies gene identifier conversion, orthologs mapping, and pathway annotation across eight model organisms (Homo sapiens, Mus musculus, Rattus norvegicus, Drosophila melanogaster, Danio rerio, Saccharomyces cerevisiae, Caenorhabditis elegans, Arabidopsis thaliana). geneslator provides an up-to-date, precise, and coherent framework that preserves data integrity, enables cross-species analyses, and facilitates robust interpretation of gene function and regulation, outperforming state-of-the-art gene annotation tools. Availabilitygeneslator is available at https://github.com/knowmics-lab/geneslator. Contactgrete.privitera@unict.it
- organism: human
- organism: mouse
- organism: rat
- research focus: database / resource
- research focus: software / tool
- approach: statistical model
- Citations
- 0
- FWCI
- 0.00
- Field percentile
- 17th percentile
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
- orthogene: a Bioconductor package to easily map genes within and across hundreds of species
Brian M. Schilder, Alan E Murphy, Nathan Skene·bioRxiv·Jan 21, 2026
- MyGene.info: gene annotation query as a service
Chunlei Wu, Adam Mark, Andrew I. Su·bioRxiv·Sep 18, 2014
- GeneToList: A web application to assist with gene identifiers for the non-bioinformatics-savvy scientist
Joshua D. Breidenbach, E. Francis Begue, … Steven T. Haller·BiologyPeer-reviewed·Jul 26, 2022
- Automated Gene Data Integration with Databio
Robert W. Reid, Jacob W. Ferrier, Jeremy J. Jay·BMC Research NotesPeer-reviewed·Apr 1, 2020
- Protocol for GDT, Gene Dictionary Tool, to create and implement a gene dictionary across annotated genomes
B. Dupin, Matheus Sanitá Lima, … David Roy Smith·bioRxiv·Jun 15, 2025
- gFACs: Filtering, analysis, and conversion to unify genome annotations across alignment and gene prediction frameworks.
Madison Caballero, Jill Wegrzyn·Genomics Proteomics & BioinformaticsPeer-reviewed·Jun 1, 2019