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Selection of a Promiscuous Minimalist cAMP Phosphodiesterase from a Library of De Novo Designed Proteins
Open accessPreprint — published as 10.1038/s41557-024-01490-4 · Paper page
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 study how unevolved sequences can develop new functions, we screened for enzymatic activity in a collection of > 1 million novel sequences based on a de novo 4-helix bundle library of semi-random sequences. To mirror evolutionary selection for biological function, we screened the collection using ultrahigh-throughput droplet microfluidics to identify features that yield phosphoesterase activity. Characterization of active hits demonstrated that acquiring new function required a large jump in sequence space: screening enriched for truncations that removed > 40% of the protein chain and introduced a catalytically important cysteine. The truncated protein dimerized into a dynamic α-helical structure, consistent with the idea that gain of function was accompanied by an increase in structural dynamics relative to the parental 4-helix bundle. The purified protein catalyzes the hydrolysis of a range of phosphodiesters, with the greatest activity toward the biological second messenger cyclic AMP (cAMP). The novel cAMPase is a manganese-dependent metalloenzyme and catalyzes cAMP hydrolysis with a rate acceleration on the order of 10 9 and catalytic proficiency on the order of 10 14 M −1 , comparable to large enzymes shaped by billions of years of evolution. These findings suggest that fragmentation to modular primordial peptides can be a fertile avenue for introducing structural and functional diversity into proteins. GRAPHICAL ABSTRACT:
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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
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Research works printed but not linked: 59
- 10.1186/1756-0500-5-85 · DOI · Paper page
- 10.1093/protein/3.3.221 · DOI
- 10.1016/0014-5793(96)00123-8 · DOI
- 10.1038/35070613 · DOI
- 10.1146/annurev.mi.30.100176.002205 · DOI
- 10.1016/S1074-5521(99)80033-7 · DOI
- 10.1038/ncomms10008 · DOI
- 10.1038/nature06032 · DOI
- 2013, Structure and dynamics of a primordial catalytic fold generated by in vitro evolution, Nat. Chem. Biol, 9, 81, 10.1038/nchembio.1138 · DOI
- 10.1146/annurev-biochem-072611-101825 · DOI
- 10.1016/j.jmb.2004.06.058 · DOI · Paper page
- 10.1126/science.152.3720.363 · DOI · Paper page
- 10.1002/anie.201609977 · DOI
- 10.1073/pnas.1835644100 · DOI
- 10.1110/ps.0228003 · DOI
- 2020, A Strategy for Combinatorial Cavity Design in De Novo Proteins, Life, 10, 9, 10.3390/life10020009 · DOI
- 10.1126/science.8259512 · DOI
- 10.1016/j.sbi.2015.06.001 · DOI
- 10.1016/j.tibs.2021.11.001 · DOI
- 10.1039/b902504a · DOI
- 2022, ColabFold: making protein folding accessible to all, Nat. Methods, 19, 679, 10.1038/s41592-022-01488-1 · DOI · Paper page
- 10.1038/nmeth.1492 · DOI · Paper page
- 10.1073/pnas.1016024108 · DOI
- 10.1038/ncomms11235 · DOI
- 10.1038/453275a · DOI
- 10.1021/bi0028892 · DOI
- 10.1074/jbc.271.41.25423 · DOI
- 10.1073/pnas.0903951107 · DOI
- 10.1073/pnas.0510879103 · DOI
- 1987, Catalytic hydrolysis of cAMP, Can. J. Chem, 65, 1882, 10.1139/v87-315 · DOI
- 10.1021/bi2002289 · DOI · Paper page
- 10.1021/acs.biochem.5b00621 · DOI
- 10.1021/acs.biochem.2c00249 · DOI
- 10.1126/science.7809611 · DOI
- 2005, An Asymmetric Dizinc Phosphodiesterase Model with Phenolate and Carboxylate Bridges, Inorg. Chem, 44, 3422, 10.1021/ic048654m · DOI
- 10.1093/femsle/fnv183 · DOI
- 10.1126/science.aau3744 · DOI
- 10.1038/s41557-020-00628-4 · DOI
- 2008, Enhanced Complexity and Catalytic Efficiency in the Hydrolysis of Phosphate Diesters by Rationally Designed Helix-Loop-Helix Motifs, ChemBioChem, 9, 1975, 10.1002/cbic.200800057 · DOI
- 10.1038/nprot.2011.312 · DOI
- 10.1016/j.cbpa.2010.08.012 · DOI
- 10.1016/j.cbpa.2010.07.020 · DOI
- 2021, From structure to mechanism: skiing the energy landscape, Nat. Methods, 18, 435, 10.1038/s41592-021-01140-4 · DOI
- 10.1016/j.jmb.2015.05.011 · DOI
- 10.1021/acs.biochem.5b01322 · DOI
- 10.1126/science.1169375 · DOI
- 10.1038/nchembio.2175 · DOI · Paper page
- 10.1073/pnas.0404109101 · DOI
- 2015, Divergent evolution of a bifunctional de novo protein, Protein Sci. Publ. Protein Soc, 24, 246, 10.1002/pro.2611 · DOI
- 10.1038/nature05385 · DOI · Paper page
- 2019, Higher-order epistasis shapes the fitness landscape of a xenobiotic-degrading enzyme, Nat. Chem. Biol, 15, 1120, 10.1038/s41589-019-0386-3 · DOI
- 10.7554/eLife.06492 · DOI
- 10.1126/science.abn6895 · DOI
- 10.1016/0378-1119(94)90643-2 · DOI
- 10.1021/jacs.2c10673 · DOI · Paper page
- 2019, Methods in Enzymology, 628, 95
- 10.1186/s13059-020-02091-3 · DOI
- 10.1021/bi1008694 · DOI
- 10.1093/nar/gnh015 · DOI
Metadata
- Authors
- Schnettler, J. D., Wang, M. S., Gantz, M., Karas, C., Hollfelder, F., & Hecht, M. H.
- Affiliations
- University of Cambridge (GB)
- Princeton University (US)
- Corresponding author
- Hollfelder, Florian
- Hecht, Michael H.
- ORCID
- Venue
- Nature Chemistry
- Publisher
- openRxiv
- Published
- 2023-02-14
- Volume
- 16
- Issue
- 7
- Pages
- 1200-1208
- ISSN
- 1755-4330 (ISSN-L)
- PMC
- PMC11230910
- OpenAlex
- W4396615035
- Cited by
- 18
- References
- 1
- Citations by year
- 2026: 7 · 2025: 8 · 2024: 2 · 2023: 1
- FWCI
- 2.31
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- cc-by
- 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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