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ExTraMapper: exon- and transcript-level mappings for orthologous gene pairs.
Abhijit Chakraborty1, Ferhat Ay1,2, Ramana V Davuluri3
1Centers for Cancer Immunotherapy and Autoimmunity, La Jolla Institute for Immunology, La Jolla, CA 92037, USA.
Bioinformatics (Oxford, England)
|May 20, 2021
Summary
ExTraMapper identifies more accurate exon and transcript mappings between species by leveraging sequence conservation. This novel method improves cross-species transcriptomic analysis and discovery of conserved genomic elements.
Area of Science:
- Comparative genomics
- Transcriptomics
- Bioinformatics
Background:
- Mammalian genomics reveals widespread alternative splicing and promoter usage.
- Over 200,000 transcript isoforms exist across nearly 16,000 protein-coding genes between humans and mice.
- Accurate cross-species transcript mapping is crucial for understanding conserved biological functions.
Purpose of the Study:
- To develop a novel method for fine-scale orthology mapping at the exon and transcript level between species.
- To improve the accuracy and comprehensiveness of cross-species transcript mapping compared to existing methods.
Main Methods:
- ExTraMapper leverages sequence conservation between exons of orthologous genes.
- It identifies exon and transcript mappings using only sequence and gene annotation data.
- The method was applied to human-mouse and human-macaque genome comparisons.
Main Results:
- ExTraMapper identified over 350,000 exon mappings and 30,000 transcript mappings between human and mouse.
- The method detected more mappings than previous approaches, including those involving microexons, exon fusions, splits, and losses.
- Reanalysis of RNA-seq data showed improved correlation of transcript-specific expression levels, indicating more accurate mapping.
Conclusions:
- ExTraMapper provides a more accurate and detailed orthology mapping at the exon and transcript level.
- The method enhances the analysis of cross-species transcriptomic data and aids in discovering conserved genomic elements.
- ExTraMapper is broadly applicable to any pair of organisms with orthologous gene pairs.
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