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Community science designed ribosomes with beneficial phenotypes

Antje Krüger, Andrew M. Watkins, Roger Wellington-Oguri, Jonathan Romano, Camila Kofman, Alysse DeFoe, Yejun Kim, Jeff Anderson-Lee, Eli Fisker, Jill Townley, Eterna participants, Anne E. d’Aquino, Rhiju Das, Michael C. Jewett
doi: https://doi.org/10.1101/2021.09.05.458952
Antje Krüger
1Department of Chemical and Biological Engineering, Chemistry of Life Processes Institute, and Center for Synthetic Biology, Northwestern University, Evanston, IL 60208, USA
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Andrew M. Watkins
2Department of Biochemistry, Stanford University, Stanford, CA 94305, USA
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Roger Wellington-Oguri
3Eterna Massive Open Laboratory, Stanford, CA 94305, USA
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Jonathan Romano
2Department of Biochemistry, Stanford University, Stanford, CA 94305, USA
3Eterna Massive Open Laboratory, Stanford, CA 94305, USA
4Department of Computer Science and Engineering, State University of New York at Buffalo, Buffalo, NY 14260
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Camila Kofman
1Department of Chemical and Biological Engineering, Chemistry of Life Processes Institute, and Center for Synthetic Biology, Northwestern University, Evanston, IL 60208, USA
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Alysse DeFoe
1Department of Chemical and Biological Engineering, Chemistry of Life Processes Institute, and Center for Synthetic Biology, Northwestern University, Evanston, IL 60208, USA
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Yejun Kim
1Department of Chemical and Biological Engineering, Chemistry of Life Processes Institute, and Center for Synthetic Biology, Northwestern University, Evanston, IL 60208, USA
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Jeff Anderson-Lee
3Eterna Massive Open Laboratory, Stanford, CA 94305, USA
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Eli Fisker
3Eterna Massive Open Laboratory, Stanford, CA 94305, USA
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Jill Townley
3Eterna Massive Open Laboratory, Stanford, CA 94305, USA
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Eterna participants
3Eterna Massive Open Laboratory, Stanford, CA 94305, USA
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Anne E. d’Aquino
1Department of Chemical and Biological Engineering, Chemistry of Life Processes Institute, and Center for Synthetic Biology, Northwestern University, Evanston, IL 60208, USA
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Rhiju Das
2Department of Biochemistry, Stanford University, Stanford, CA 94305, USA
5Department of Physics, Stanford University, Stanford, CA 94305, USA
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  • For correspondence: m-jewett@northwestern.edu rhiju@stanford.edu
Michael C. Jewett
1Department of Chemical and Biological Engineering, Chemistry of Life Processes Institute, and Center for Synthetic Biology, Northwestern University, Evanston, IL 60208, USA
6Robert H. Lurie Comprehensive Cancer Center and Simpson Querrey Institute, Northwestern University, Chicago, IL 60611, USA
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  • For correspondence: m-jewett@northwestern.edu rhiju@stanford.edu
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ABSTRACT

Functional design of ribosomes with mutant ribosomal RNA (rRNA) could expand opportunities for understanding molecular translation, building cells from the bottom-up, and engineering ribosomes with altered capabilities. However, such efforts have been hampered by cell viability constraints, an enormous combinatorial sequence space, and limitations on large-scale, 3D design of RNA structures and functions. To address these challenges, we developed an integrated community science and experimental screening approach for rational design of ribosomes. This approach couples Eterna, an online video game that crowdsources RNA sequence design to community scientists in the form of puzzles, with in vitro ribosome synthesis, assembly, and translation in multiple design-build-test-learn cycles. We applied our framework to discover mutant rRNA sequences that improve protein synthesis in vitro and cell growth in vivo, relative to wild type ribosomes, under diverse environmental conditions. This work provides new insights into ribosome rRNA sequence-function relationships, with implications for synthetic biology.

Competing Interest Statement

The authors have declared no competing interest.

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 September 12, 2021.
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Community science designed ribosomes with beneficial phenotypes
Antje Krüger, Andrew M. Watkins, Roger Wellington-Oguri, Jonathan Romano, Camila Kofman, Alysse DeFoe, Yejun Kim, Jeff Anderson-Lee, Eli Fisker, Jill Townley, Eterna participants, Anne E. d’Aquino, Rhiju Das, Michael C. Jewett
bioRxiv 2021.09.05.458952; doi: https://doi.org/10.1101/2021.09.05.458952
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Community science designed ribosomes with beneficial phenotypes
Antje Krüger, Andrew M. Watkins, Roger Wellington-Oguri, Jonathan Romano, Camila Kofman, Alysse DeFoe, Yejun Kim, Jeff Anderson-Lee, Eli Fisker, Jill Townley, Eterna participants, Anne E. d’Aquino, Rhiju Das, Michael C. Jewett
bioRxiv 2021.09.05.458952; doi: https://doi.org/10.1101/2021.09.05.458952

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