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Updated: Dec 9, 2025

A Bioinformatics Pipeline for Investigating Molecular Evolution and Gene Expression using RNA-seq
Published on: May 28, 2021
Amalgamated cross-species transcriptomes reveal organ-specific propensity in gene expression evolution
Kenji Fukushima1,2, David D Pollock3
1Department of Biochemistry and Molecular Genetics, University of Colorado School of Medicine, Aurora, CO, 80045, USA. kenji.fukushima@uni-wuerzburg.de.
Ancestral gene expression patterns strongly influence descendant evolution, especially after gene duplication events. These findings highlight preadaptive pathways in gene expression evolution.
Area of Science:
- Evolutionary biology
- Genomics
- Molecular biology
Background:
- The evolution of multicellularity is linked to changes in gene expression.
- Understanding how ancestral gene expression impacts descendant expression is crucial but not well-established.
Purpose of the Study:
- To investigate the influence of ancestral gene expression on evolutionary changes in descendant expression patterns.
- To explore the role of gene duplication in shaping expression evolution.
Main Methods:
- Amalgamated 1,903 RNA-sequencing datasets from 21 vertebrate species across 6 organs.
- Implemented quality control to remove project-specific biases.
- Reconstructed expression shifts using gene-family-wise phylogenetic Ornstein-Uhlenbeck models.
Main Results:
- Gene duplication events lead to more significant expression property changes compared to non-duplication events.
- Expression properties correlate with protein evolutionary rates, influenced by gene duplication.
- Organ-specific expression patterns exhibit nonrandom modular connections, reshaped by gene duplication.
Conclusions:
- Ancestral expression in certain organs creates a propensity for specific expression patterns in descendants.
- Preadaptive pathways play a significant role in the evolution of gene expression, irrespective of adaptive pressures.
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