GeneExt: a gene model extension tool for enhanced single-cell RNA-seq analysis.
basic_science · Level V
Where this comes from
- Record sourced from PubMed, PMID 41769841.
- Also identified by DOI 10.1093/bioinformatics/btag094 and PMC identifier 12970594.
- Licence recorded as CC BY.
- The licence permits redistribution, so the abstract is shown in full and the full text is available from the publisher.
Abstract
Incomplete gene models negatively impact single-cell gene expression quantification. This is particularly true in non-model species where often gene 3' ends are inaccurately annotated, while most scRNA-seq methods only capture the 3' transcript region. This results in many genes being incorrectly quantified or not detected. GeneExt leverages scRNA-seq data to refine gene annotations. We exemplify GeneExt usage and its impact on the gene expression quantification of eight non-model organism single-cell atlases. By extending and homogenizing gene annotations, our tool will help improve biological interpretation and cross-species comparisons of cell type expression atlases. GeneExt is available at https://github.com/sebepedroslab/GeneExt (DOI: https://doi.org/10.5281/zenodo.18712940) under a GNU General Public license, together with test data and usage instructions.
Medical subject headings
- Single-Cell Analysis
- Software
- RNA-Seq
- Sequence Analysis, RNA
- Models, Genetic