Selection of a promiscuous minimalist cAMP phosphodiesterase from a library of de novo designed proteins
Open accessPublished version of a preprint
Abstract
The ability of unevolved amino acid sequences to become biological catalysts was key to the emergence of life on Earth. However, billions of years of evolution separate complex modern enzymes from their simpler early ancestors. To probe how unevolved sequences can develop new functions, we use ultrahigh-throughput droplet microfluidics to screen for phosphoesterase activity amidst a library of more than one million sequences based on a de novo designed 4-helix bundle. Characterization of hits revealed that acquisition of function involved a large jump in sequence space enriching for truncations that removed >40% of the protein chain. Biophysical characterization of a catalytically active truncated protein revealed that it dimerizes into an α-helical structure, with the gain of function accompanied by increased structural dynamics. The identified phosphodiesterase is a manganese-dependent metalloenzyme that hydrolyses a range of phosphodiesters. It is most active towards cyclic AMP, with a rate acceleration of ~10 9 and a catalytic proficiency of >10 14 M−1, comparable to larger enzymes shaped by billions of years of evolution.
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Cites
Highly accurate protein structure prediction with AlphaFold
Jumper, J., Evans, R., Pritzel, A., Green, T., Figurnov, M., Ronneberger, O., Tunyasuvunakool, K., Bates, R., Žídek, A., Potapenko, A., et al. (2021) · Nature · doi:10.1038/s41586-021-03819-2 · Cited by 43,764 · see citing works
Evolutionary-scale prediction of atomic level protein structure with a language model
Lin, Z., Akin, H., Rao, R., Hie, B., Zhu, Z., Lu, W., Smetanin, N., Verkuil, R., Kabeli, O., Shmueli, Y., et al. (2022) · doi:10.1101/2022.07.20.500902 · Cited by 5,523 · see citing works
Protein complex prediction with AlphaFold-Multimer
Evans, R., O’Neill, M., Pritzel, A., Antropova, N., Senior, A., Green, T., Žídek, A., Bates, R., Blackwell, S., Yim, J., et al. (2021) · doi:10.1101/2021.10.04.463034 · Cited by 3,808 · see citing works
Robustness–epistasis link shapes the fitness landscape of a randomly drifting protein
Bershtein, S., Segal, M., Bekerman, R., Tokuriki, N., & Tawfik, D. S. (2006) · Nature · doi:10.1038/nature05385 · Cited by 414 · cited 1× · see citing works
“Although large modern enzymes are restricted by an epistatic burden that causes mutations to interfere with structural and functional innovation 76–79 , small dynamic proteins could escape the limits imposed by cooperative effects and become functionally more versatile and more evolvable by…”
Estimating the prevalence of protein sequences adopting functional enzyme folds
Axe, D. D. (2004) · Journal of Molecular Biology · doi:10.1016/j.jmb.2004.06.058 · Cited by 86 · see citing works
Protein multiple conformations prediction using multi-objective evolution algorithm
Hou, M.-H., Jin, S.-R., Cui, X.-Y., Peng, C.-X., Zhao, K.-L., Song, L., & Zhang, G.-J. (2023) · doi:10.1101/2023.04.21.537776 · Cited by 29 · see citing works
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- Authors
- Schnettler, J. D., Wang, M. S., Gantz, M., Bunzel, H. A., Karas, C., Hollfelder, F., & Hecht, M. H.
- Affiliations
- University of Cambridge (GB)
- Princeton University (US)
- ETH Zurich (CH)
- Corresponding author
- Hollfelder, Florian
- Hecht, Michael H.
- ORCID
- Venue
- Nature Chemistry
- Published
- 2024-05-03
- Volume
- 16
- Issue
- 7
- Pages
- 1200-1208
- ISSN
- 1755-4330 (ISSN-L)
- 1755-4349
- PMC
- PMC11230910
- OpenAlex
- W4396615035
- Cited by
- 18
- References
- 6
- Citations by year
- 2026: 7 · 2025: 8 · 2024: 2 · 2023: 1
- FWCI
- 2.31
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Locations
- Nature Chemistry (publishedVersion, cc-by)
- bioRxiv (Cold Spring Harbor Laboratory) (acceptedVersion, cc-by-nc)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- Apollo (University of Cambridge) (submittedVersion, cc-by)
- Funders
- National Science Foundation (1947720)
- Volkswagen Foundation (98 182)
- Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung (210999)
- Eidgenössische Technische Hochschule Zürich
- Biotechnology and Biological Sciences Research Council (BB/W000504/1)
- H2020 European Research Council (695669)
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Enzyme Catalysis and Immobilization
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Protein Structure and Dynamics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Phosphodiesterase function and regulation
- Keywords
- cAMP phosphodiesterase, de novo protein design, four-helix bundle, gain-of-function, protein truncation, cyclic AMP hydrolysis, enzyme promiscuity, protein dimerization, structural dynamics, enzyme origin, sequence space exploration
- MeSH terms
- Amino Acid Sequence, 3',5'-Cyclic-AMP Phosphodiesterases, Protein Engineering
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