PreprintCited by 71Evolution and Genetic DynamicsMicrobial Metabolic Engineering and BioproductionEnzyme Catalysis and Immobilization

Continuous evolution of user-defined genes at 1-million-times the genomic mutation rate

Open access
Rix, Gordon, Williams, Rory L., Spinner, Hansen, Hu, Vincent J., Marks, Debora S., Liu, Chang C.·2023·Science

Preprint — published as 10.1126/science.adm9073 · Paper page

Abstract

When nature maintains or evolves a gene’s function over millions of years at scale, it produces a diversity of homologous sequences whose patterns of conservation and change contain rich structural, functional, and historical information about the gene. However, natural gene diversity likely excludes vast regions of functional sequence space and includes phylogenetic and evolutionary eccentricities, limiting what information we can extract. We introduce an accessible experimental approach for compressing long-term gene evolution to laboratory timescales, allowing for the direct observation of extensive adaptation and divergence followed by inference of structural, functional, and environmental constraints for any selectable gene. To enable this approach, we developed a new orthogonal DNA replication (OrthoRep) system that durably hypermutates chosen genes at a rate of >10 −4 substitutions per base in vivo . When OrthoRep was used to evolve a conditionally essential maladapted enzyme, we obtained thousands of unique multi-mutation sequences with many pairs >60 amino acids apart (>15% divergence), revealing known and new factors influencing enzyme adaptation. The fitness of evolved sequences was not predictable by advanced machine learning models trained on natural variation. We suggest that OrthoRep supports the prospective and systematic discovery of constraints shaping gene evolution, uncovering of new regions in fitness landscapes, and general applications in biomolecular engineering.

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Authors
Rix, G., Williams, R. L., Spinner, H., Hu, V. J., Marks, D. S., & Liu, C. C.
Affiliations
  • University of California, Irvine (US)
  • Broad Institute (US)
Corresponding author
Liu, Chang C.
Venue
Science
Publisher
openRxiv
Published
2023-11-14
Volume
386
Issue
6722
Pages
eadm9073-eadm9073
ISSN
0036-8075 (ISSN-L)
OpenAlex
W4404125138
Cited by
71
References
2
Citations by year
2026: 33 · 2025: 34 · 2024: 4
FWCI
18.84
Type
journal article
Language
en
Open access
Locations
  • Science (publishedVersion)
  • bioRxiv (Cold Spring Harbor Laboratory) (acceptedVersion)
  • PubMed Central (publishedVersion)
  • PubMed (publishedVersion)
  • Europe PMC (PubMed Central) (acceptedVersion)
  • PubMed Central (submittedVersion)
Funders
  • Fondation pour la Recherche Médicale
  • National Institutes of Health
  • National Cancer Institute (R01CA260415)
  • National Institute of General Medical Sciences (R35GM136297)
Topics
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Evolution and Genetic Dynamics
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Microbial Metabolic Engineering and Bioproduction
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Enzyme Catalysis and Immobilization
Keywords
yeast, biosynthetic enzymes, sequence space exploration, fitness landscape, biomolecular engineering

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