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Updated: Sep 24, 2025

A Bioinformatics Pipeline for Investigating Molecular Evolution and Gene Expression using RNA-seq
Published on: May 28, 2021
An orthologous gene coevolution network provides insight into eukaryotic cellular and genomic structure and function
Jacob L Steenwyk1, Megan A Phillips1, Feng Yang2,3
1Department of Biological Sciences, Vanderbilt University, Nashville, TN, USA.
Functionally related genes show linked evolutionary rates. A new gene coevolution network reveals how gene neighborhood impacts yeast fitness and provides a map for understanding genotype-phenotype relationships.
Area of Science:
- Evolutionary biology
- Systems biology
- Genomics
Background:
- The evolutionary rates of functionally related genes often covary, suggesting underlying biological connections.
- Understanding these connections is crucial for deciphering genome organization and function.
Purpose of the Study:
- To construct a comprehensive gene coevolution network using a large dataset of orthologous gene pairs.
- To investigate the relationship between gene coevolution, cellular function, and organismal fitness.
- To explore the spatial organization of coevolving genes within eukaryotic genomes.
Main Methods:
- Inferred a gene coevolution network from approximately 3 million orthologous gene pairs across 332 budding yeast species.
- Analyzed network modules to understand cellular and genomic structure.
- Examined the phenotypic impact of network perturbation using deletion mutant data from *Saccharomyces cerevisiae*.
- Mapped the coevolution network onto the chromosomes of *Saccharomyces cerevisiae* and *Candida albicans*.
Main Results:
- The gene coevolution network revealed modules offering insights into cellular and genomic structure and function.
- Perturbing the network demonstrated that orthologous gene neighborhood and connectivity affect fitness in diverse environments.
- Coevolving orthologous genes are not physically clustered on chromosomes; they are often located on different chromosomes or far apart on the same chromosome.
- The network captures the hierarchy of cellular structure and function.
Conclusions:
- The gene coevolution network serves as a roadmap for genotype-to-phenotype discovery.
- The genome is portrayed as a linked ensemble of genes, not just individual units.
- Gene coevolutionary patterns provide fundamental insights into genome organization and evolutionary processes.
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