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Determination of Ubiquitin Fitness Landscapes Under Different Chemical Stresses in a Classroom Setting

David Mavor, Kyle A. Barlow, Samuel Thompson, Benjamin A. Barad, Alain R. Bonny, Clinton L. Cario, Garrett Gaskins, Zairan Liu, Laura Deming, Seth D. Axen, Elena Caceres, Weilin Chen, Adolfo Cuesta, Rachel Gate, Evan M. Green, Kaitlin R. Hulce, Weiyue Ji, Lillian R. Kenner, Bruk Mensa, Leanna S. Morinishi, Steven M. Moss, Marco Mravic, Ryan K. Muir, Stefan Niekamp, Chimno I. Nnadi, Eugene Palovcak, Erin M. Poss, Tyler D. Ross, Eugenia Salcedo, Stephanie See, Meena Subramaniam, Allison W. Wong, Jennifer Li, Kurt S. Thorn, Shane Ó. Conchúir, Benjamin P. Roscoe, Eric D. Chow, Joseph L. DeRisi, Tanja Kortemme, Daniel N. Bolon, James S. Fraser
doi: https://doi.org/10.1101/025452
David Mavor
1Biophysics Graduate Group, University of California, San Francisco, California 94158, United States
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Kyle A. Barlow
2Bioinformatics Graduate Group, University of California, San Francisco, California 94158, United States
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Samuel Thompson
1Biophysics Graduate Group, University of California, San Francisco, California 94158, United States
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Benjamin A. Barad
1Biophysics Graduate Group, University of California, San Francisco, California 94158, United States
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Alain R. Bonny
1Biophysics Graduate Group, University of California, San Francisco, California 94158, United States
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Clinton L. Cario
2Bioinformatics Graduate Group, University of California, San Francisco, California 94158, United States
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Garrett Gaskins
2Bioinformatics Graduate Group, University of California, San Francisco, California 94158, United States
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Zairan Liu
1Biophysics Graduate Group, University of California, San Francisco, California 94158, United States
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Laura Deming
9Howard Hughes Medical Institute, UCSF, San Francisco, 94158 California, United States
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Seth D. Axen
2Bioinformatics Graduate Group, University of California, San Francisco, California 94158, United States
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Elena Caceres
2Bioinformatics Graduate Group, University of California, San Francisco, California 94158, United States
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Weilin Chen
2Bioinformatics Graduate Group, University of California, San Francisco, California 94158, United States
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Adolfo Cuesta
3Chemistry and Chemical Biology Graduate Program, University of California, San Francisco, San Francisco, California 94158, United States
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Rachel Gate
2Bioinformatics Graduate Group, University of California, San Francisco, California 94158, United States
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Evan M. Green
1Biophysics Graduate Group, University of California, San Francisco, California 94158, United States
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Kaitlin R. Hulce
3Chemistry and Chemical Biology Graduate Program, University of California, San Francisco, San Francisco, California 94158, United States
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Weiyue Ji
1Biophysics Graduate Group, University of California, San Francisco, California 94158, United States
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Lillian R. Kenner
1Biophysics Graduate Group, University of California, San Francisco, California 94158, United States
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Bruk Mensa
3Chemistry and Chemical Biology Graduate Program, University of California, San Francisco, San Francisco, California 94158, United States
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Leanna S. Morinishi
2Bioinformatics Graduate Group, University of California, San Francisco, California 94158, United States
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Steven M. Moss
3Chemistry and Chemical Biology Graduate Program, University of California, San Francisco, San Francisco, California 94158, United States
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Marco Mravic
1Biophysics Graduate Group, University of California, San Francisco, California 94158, United States
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Ryan K. Muir
3Chemistry and Chemical Biology Graduate Program, University of California, San Francisco, San Francisco, California 94158, United States
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Stefan Niekamp
1Biophysics Graduate Group, University of California, San Francisco, California 94158, United States
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Chimno I. Nnadi
3Chemistry and Chemical Biology Graduate Program, University of California, San Francisco, San Francisco, California 94158, United States
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Eugene Palovcak
1Biophysics Graduate Group, University of California, San Francisco, California 94158, United States
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Erin M. Poss
3Chemistry and Chemical Biology Graduate Program, University of California, San Francisco, San Francisco, California 94158, United States
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Tyler D. Ross
1Biophysics Graduate Group, University of California, San Francisco, California 94158, United States
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Eugenia Salcedo
3Chemistry and Chemical Biology Graduate Program, University of California, San Francisco, San Francisco, California 94158, United States
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Stephanie See
3Chemistry and Chemical Biology Graduate Program, University of California, San Francisco, San Francisco, California 94158, United States
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Meena Subramaniam
2Bioinformatics Graduate Group, University of California, San Francisco, California 94158, United States
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Allison W. Wong
3Chemistry and Chemical Biology Graduate Program, University of California, San Francisco, San Francisco, California 94158, United States
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Jennifer Li
4UCSF Science and Health Education Partnership, University of California, San Francisco, San Francisco, California
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Kurt S. Thorn
5Department of Biochemistry and Biophysics, University of California, San Francisco, California 94158, United States
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Shane Ó. Conchúir
6Department of Bioengineering and Therapeutic Science and California Institute for Quantitative Biology, University of California, San Francisco, California 94158, United States
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Benjamin P. Roscoe
7Department of Biochemistry and Molecular Pharmacology, University of Massachusetts Medical School, Massachusetts 01605, United States
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Eric D. Chow
5Department of Biochemistry and Biophysics, University of California, San Francisco, California 94158, United States
8Center for Advanced Technology, University of California, San Francisco, California 94158, United States
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Joseph L. DeRisi
5Department of Biochemistry and Biophysics, University of California, San Francisco, California 94158, United States
9Howard Hughes Medical Institute, UCSF, San Francisco, 94158 California, United States
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Tanja Kortemme
6Department of Bioengineering and Therapeutic Science and California Institute for Quantitative Biology, University of California, San Francisco, California 94158, United States
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Daniel N. Bolon
7Department of Biochemistry and Molecular Pharmacology, University of Massachusetts Medical School, Massachusetts 01605, United States
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James S. Fraser
6Department of Bioengineering and Therapeutic Science and California Institute for Quantitative Biology, University of California, San Francisco, California 94158, United States
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ABSTRACT

Ubiquitination is an essential post-translational regulatory process that can control protein stability, localization, and activity. Ubiquitin is essential for eukaryotic life and is highly conserved, varying in only 3 amino acid positions between yeast and humans. However, recent deep sequencing studies in S. cerevisiae indicate that ubiquitin is highly tolerant to single amino acid mutations. To resolve this paradox, we hypothesized that the set of tolerated substitutions would be reduced when the cultures are not grown in rich media conditions and that chemically induced physiologic perturbations might unmask constraints on the ubiquitin sequence. To test this hypothesis, a class of first year UCSF graduate students employed a deep mutational scanning procedure to determine the fitness landscape of a library of all possible single amino acid mutations of ubiquitin in the presence of one of five small molecule perturbations: MG132, Dithiothreitol (DTT), Hydroxyurea (HU), Caffeine, and DMSO. Our data reveal that the number of tolerated substitutions is greatly reduced by DTT, HU, or Caffeine, and that these perturbations uncover “shared sensitized positions” localized to areas around the hydrophobic patch and to the C-terminus. We also show perturbation specific effects including the sensitization of His68 in HU and tolerance to mutation at Lys63 in DTT. Taken together, our data suggest that chemical stress reduces buffering effects in the ubiquitin proteasome system, revealing previously hidden fitness defects. By expanding the set of chemical perturbations assayed, potentially by other classroom-based experiences, we will be able to further address the apparent dichotomy between the extreme sequence conservation and the experimentally observed mutational tolerance of ubiquitin. Finally, this study demonstrates the realized potential of a project lab-based interdisciplinary graduate curriculum.

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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-ND 4.0 International license.
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Determination of Ubiquitin Fitness Landscapes Under Different Chemical Stresses in a Classroom Setting
David Mavor, Kyle A. Barlow, Samuel Thompson, Benjamin A. Barad, Alain R. Bonny, Clinton L. Cario, Garrett Gaskins, Zairan Liu, Laura Deming, Seth D. Axen, Elena Caceres, Weilin Chen, Adolfo Cuesta, Rachel Gate, Evan M. Green, Kaitlin R. Hulce, Weiyue Ji, Lillian R. Kenner, Bruk Mensa, Leanna S. Morinishi, Steven M. Moss, Marco Mravic, Ryan K. Muir, Stefan Niekamp, Chimno I. Nnadi, Eugene Palovcak, Erin M. Poss, Tyler D. Ross, Eugenia Salcedo, Stephanie See, Meena Subramaniam, Allison W. Wong, Jennifer Li, Kurt S. Thorn, Shane Ó. Conchúir, Benjamin P. Roscoe, Eric D. Chow, Joseph L. DeRisi, Tanja Kortemme, Daniel N. Bolon, James S. Fraser
bioRxiv 025452; doi: https://doi.org/10.1101/025452
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Determination of Ubiquitin Fitness Landscapes Under Different Chemical Stresses in a Classroom Setting
David Mavor, Kyle A. Barlow, Samuel Thompson, Benjamin A. Barad, Alain R. Bonny, Clinton L. Cario, Garrett Gaskins, Zairan Liu, Laura Deming, Seth D. Axen, Elena Caceres, Weilin Chen, Adolfo Cuesta, Rachel Gate, Evan M. Green, Kaitlin R. Hulce, Weiyue Ji, Lillian R. Kenner, Bruk Mensa, Leanna S. Morinishi, Steven M. Moss, Marco Mravic, Ryan K. Muir, Stefan Niekamp, Chimno I. Nnadi, Eugene Palovcak, Erin M. Poss, Tyler D. Ross, Eugenia Salcedo, Stephanie See, Meena Subramaniam, Allison W. Wong, Jennifer Li, Kurt S. Thorn, Shane Ó. Conchúir, Benjamin P. Roscoe, Eric D. Chow, Joseph L. DeRisi, Tanja Kortemme, Daniel N. Bolon, James S. Fraser
bioRxiv 025452; doi: https://doi.org/10.1101/025452

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