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Updated: Jan 13, 2026

A Bioinformatics Pipeline for Investigating Molecular Evolution and Gene Expression using RNA-seq
Published on: May 28, 2021
Taxonomic context and genomic architecture jointly shape expression divergence across animals
Perry A LaBoone1, Antara Anika Piya1, Raquel Assis1,2,3
1Department of Electrical Engineering and Computer Science, Florida Atlantic University, Boca Raton, FL 33431, USA.
Gene expression evolution differs between Drosophila and mammals, influenced by both species and genome structure. Nested genes show early instability but not typically large expression shifts.
Area of Science:
- Evolutionary biology
- Genomics
- Molecular biology
Background:
- Gene expression divergence drives phenotypic variation, but factors influencing regulatory evolution are not fully understood.
- The interplay between taxonomic differences and genomic architecture in shaping expression evolution remains unclear.
Purpose of the Study:
- To quantify taxon-specific rates and magnitudes of gene expression divergence between Drosophila and mammals.
- To assess the impact of genome architecture, specifically gene nesting, on expression evolution.
- To investigate tissue-specific and functional patterns of expression divergence.
Main Methods:
- Analysis of single-copy orthologs in Drosophila and mammalian species pairs.
- Development of a computational framework to predict expression divergence and optima.
- Comparative analysis of nested versus unnested genes regarding divergence rates and expression shifts.
Main Results:
- Drosophila exhibits significantly higher gene expression divergence rates than mammals.
- Nested genes did not show higher divergence likelihood but exhibited larger expression optima shifts in Drosophila.
- Younger nested genes had higher divergence rates, suggesting early regulatory instability without large magnitude changes.
Conclusions:
- Taxonomic context and genome architecture independently shape gene expression evolution.
- Distinct patterns of regulatory divergence exist across tissues and functional categories.
- Gene nesting influences early regulatory instability, particularly in Drosophila, affecting specific gene functions like metabolism.
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