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An orthologous gene coevolution network provides insight into eukaryotic cellular and genomic structure and function

View ORCID ProfileJacob L. Steenwyk, View ORCID ProfileMegan A. Phillips, Feng Yang, View ORCID ProfileSwapneeta S. Date, View ORCID ProfileTodd R. Graham, View ORCID ProfileJudith Berman, View ORCID ProfileChris Todd Hittinger, View ORCID ProfileAntonis Rokas
doi: https://doi.org/10.1101/2021.07.09.451830
Jacob L. Steenwyk
1Vanderbilt University, Department of Biological Sciences, Nashville, TN, United States of America
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Megan A. Phillips
1Vanderbilt University, Department of Biological Sciences, Nashville, TN, United States of America
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Feng Yang
2Shmunis School of Biomedical and Cancer Research, Tel Aviv University, Ramat Aviv, Israel
3Department of Pharmacology, Shanghai Tenth People’s Hospital, Tongji University School of Medicine, Shanghai, China
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Swapneeta S. Date
1Vanderbilt University, Department of Biological Sciences, Nashville, TN, United States of America
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Todd R. Graham
1Vanderbilt University, Department of Biological Sciences, Nashville, TN, United States of America
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Judith Berman
2Shmunis School of Biomedical and Cancer Research, Tel Aviv University, Ramat Aviv, Israel
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Chris Todd Hittinger
4Laboratory of Genetics, DOE Great Lakes Bioenergy Research Center, Wisconsin Energy Institute, Center for Genomic Science Innovation, J.F. Crow Institute for the Study of Evolution, University of Wisconsin-Madison, Madison, Wisconsin, United States of America
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Antonis Rokas
1Vanderbilt University, Department of Biological Sciences, Nashville, TN, United States of America
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  • For correspondence: antonis.rokas@vanderbilt.edu
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Abstract

Orthologous gene coevolution—which refers to gene pairs whose evolutionary rates covary across speciation events—is often observed among functionally related genes. We present a comprehensive gene coevolution network inferred from the examination of nearly three million orthologous gene pairs from 332 budding yeast species spanning ∼400 million years of eukaryotic evolution. Modules within the network provide insight into cellular and genomic structure and function, such as genes functioning in distinct cellular compartments and DNA replication. Examination of the phenotypic impact of network perturbation across 14 environmental conditions using deletion mutant data from the baker’s yeast Saccharomyces cerevisiae suggests that fitness in diverse environments is impacted by orthologous gene neighborhood and connectivity. By mapping the network onto the chromosomes of S. cerevisiae and the opportunistic human pathogen Candida albicans, which diverged ∼235 million years ago, we discovered that coevolving orthologous genes are not clustered in either species; rather, they are most often located on different chromosomes or far apart on the same chromosome. The budding yeast coevolution network captures the hierarchy of eukaryotic cellular structure and function, provides a roadmap for genotype-to-phenotype discovery, and portrays the genome as an extensively linked ensemble of genes.

Competing Interest Statement

Antonis Rokas is a scientific consultant for LifeMine Therapeutics, Inc.

Footnotes

  • The manuscript has been extensively revised for clarity, especially with respect to the key similarities and differences that we observe between the orthologous gene coevolution network of budding yeasts vs. the genetic interaction networks constructed in single organisms.

Copyright 
The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under a CC-BY-NC 4.0 International license.
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Posted October 27, 2021.
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An orthologous gene coevolution network provides insight into eukaryotic cellular and genomic structure and function
Jacob L. Steenwyk, Megan A. Phillips, Feng Yang, Swapneeta S. Date, Todd R. Graham, Judith Berman, Chris Todd Hittinger, Antonis Rokas
bioRxiv 2021.07.09.451830; doi: https://doi.org/10.1101/2021.07.09.451830
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An orthologous gene coevolution network provides insight into eukaryotic cellular and genomic structure and function
Jacob L. Steenwyk, Megan A. Phillips, Feng Yang, Swapneeta S. Date, Todd R. Graham, Judith Berman, Chris Todd Hittinger, Antonis Rokas
bioRxiv 2021.07.09.451830; doi: https://doi.org/10.1101/2021.07.09.451830

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