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Boron catalysis in a designer enzyme

Abstract

Enzymes play an increasingly important role in improving the benignity and efficiency of chemical production, yet the diversity of their applications lags heavily behind chemical catalysts as a result of the relatively narrow range of reaction mechanisms of enzymes. The creation of enzymes containing non-biological functionalities facilitates reaction mechanisms outside nature’s canon and paves the way towards fully programmable biocatalysis1,2,3. Here we present a completely genetically encoded boronic-acid-containing designer enzyme with organocatalytic reactivity not achievable with natural or engineered biocatalysts4,5. This boron enzyme catalyses the kinetic resolution of hydroxyketones by oxime formation, in which crucial interactions with the protein scaffold assist in the catalysis. A directed evolution campaign led to a variant with natural-enzyme-like enantioselectivities for several different substrates. The unique activation mode of the boron enzyme was confirmed using X-ray crystallography, high-resolution mass spectrometry (HRMS) and 11B NMR spectroscopy. Our study demonstrates that genetic-code expansion can be used to create evolvable enantioselective enzymes that rely on xenobiotic catalytic moieties such as boronic acids and access reaction mechanisms not reachable through catalytic promiscuity of natural or engineered enzymes.

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Fig. 1: Overview of the motivations, context and general strategy of this study.
Fig. 2: Assembly and evaluation of boronic-acid-functionalized designer enzymes in the kinetic resolution of benzoin 1a by means of oximation.
Fig. 3: Directed evolution strategy and outcomes for BOS.
Fig. 4: Analysis of the mode of substrate activation and important protein interactions of boronic-acid-dependent enzyme BOS.

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Data availability

All data are available in the main text or the Supplementary Information. The crystallographic data for the structures of BOS and BOS_EHL have been deposited in the Protein Data Bank with accession numbers 8QDF and 8QDH, respectively. Source data are provided with this paper.

References

  1. Leveson-Gower, R. B., Mayer, C. & Roelfes, G. The importance of catalytic promiscuity for enzyme design and evolution. Nat. Rev. Chem. 3, 687–705 (2019).

    Article  CAS  Google Scholar 

  2. Chen, K. & Arnold, F. H. Engineering new catalytic activities in enzymes. Nat. Catal. 3, 203–213 (2020).

    Article  CAS  Google Scholar 

  3. Lovelock, S. L. et al. The road to fully programmable protein catalysis. Nature 606, 49–58 (2022).

    Article  ADS  CAS  PubMed  Google Scholar 

  4. Hall, D. G. Boronic acid catalysis. Chem. Soc. Rev. 48, 3475–3496 (2019).

    Article  CAS  PubMed  Google Scholar 

  5. Drienovská, I. & Roelfes, G. Expanding the enzyme universe with genetically encoded unnatural amino acids. Nat. Catal. 3, 193–202 (2020).

    Article  Google Scholar 

  6. Dembitsky, V. M., Al Quntar, A. A. & Srebnik, M. Natural and synthetic small boron-containing molecules as potential inhibitors of bacterial and fungal quorum sensing. Chem. Rev. 111, 209–237 (2011).

    Article  CAS  PubMed  Google Scholar 

  7. Miyaura, N. & Suzuki, A. Palladium-catalyzed cross-coupling reactions of organoboron compounds. Chem. Rev. 95, 2457–2483 (1995).

    Article  CAS  Google Scholar 

  8. Diaz, D. B. & Yudin, A. K. The versatility of boron in biological target engagement. Nat. Chem. 9, 731–742 (2017).

    Article  CAS  PubMed  Google Scholar 

  9. Ishihara, K. & Yamamoto, H. Arylboron compounds as acid catalysts in organic synthetic transformations. Eur. J. Org. Chem. 1999, 527–538 (1999).

    Article  Google Scholar 

  10. Zhang, S., Lebœuf, D. & Moran, J. Brønsted acid and H-bond activation in boronic acid catalysis. Chem. Eur. J. 26, 9883–9888 (2020).

    Article  CAS  PubMed  Google Scholar 

  11. Graham, B. J. & Raines, R. T. Emergent organoboron acid catalysts. J. Org. Chem. 89, 2069–2089 (2024).

    Article  CAS  PubMed  Google Scholar 

  12. Adonin, N. Y. & Bardin, V. V. Polyfluorinated arylboranes as catalysts in organic synthesis. Mendeleev Commun. 30, 262–272 (2020).

    Article  CAS  Google Scholar 

  13. Ishihara, K., Ohara, S. & Yamamoto, H. 3,4,5-Trifluorobenzeneboronic acid as an extremely active amidation catalyst. J. Org. Chem. 61, 4196–4197 (1996).

    Article  CAS  PubMed  Google Scholar 

  14. Al-Zoubi, R. M., Marion, O. & Hall, D. G. Direct and waste-free amidations and cycloadditions by organocatalytic activation of carboxylic acids at room temperature. Angew. Chem. Int. Ed. 47, 2876–2879 (2008).

    Article  CAS  Google Scholar 

  15. Zheng, H., Ghanbari, S., Nakamura, S. & Hall, D. G. Boronic acid catalysis as a mild and versatile strategy for direct carbo- and heterocyclizations of free allylic alcohols. Angew. Chem. Int. Ed. 51, 6187–6190 (2012).

    Article  CAS  Google Scholar 

  16. Estopiñá-Durán, S. et al. Aryl boronic acid catalysed dehydrative substitution of benzylic alcohols for C–O bond formation. Chem. Eur. J. 25, 3950–3956 (2019).

    Article  PubMed  Google Scholar 

  17. Hayama, N., Azuma, T., Kobayashi, Y. & Takemoto, Y. Chiral integrated catalysts composed of bifunctional thiourea and arylboronic acid: asymmetric aza-Michael addition of α,β-unsaturated carboxylic acids. Chem. Pharm. Bull. 64, 704–717 (2016).

    Article  CAS  Google Scholar 

  18. Hayama, N., Kobayashi, Y. & Takemoto, Y. Asymmetric hetero-Michael addition to α,β-unsaturated carboxylic acids using thiourea–boronic acid hybrid catalysts. Tetrahedron 89, 132089 (2021).

    Article  CAS  Google Scholar 

  19. Arnold, K., Davies, B., Hérault, D. & Whiting, A. Asymmetric direct amide synthesis by kinetic amine resolution: a chiral bifunctional aminoboronic acid catalyzed reaction between a racemic amine and an achiral carboxylic acid. Angew. Chem. Int. Ed. 47, 2673–2676 (2008).

    Article  CAS  Google Scholar 

  20. Arnold, K. et al. The first example of enamine–Lewis acid cooperative bifunctional catalysis: application to the asymmetric aldol reaction. Chem. Comm. https://doi.org/10.1039/B806779A (2008).

  21. Azuma, T., Murata, A., Kobayashi, Y., Inokuma, T. & Takemoto, Y. A dual arylboronic acid–aminothiourea catalytic system for the asymmetric intramolecular hetero-Michael reaction of α,β-unsaturated carboxylic acids. Org. Lett. 16, 4256–4259 (2014).

    Article  CAS  PubMed  Google Scholar 

  22. Mo, X. & Hall, D. G. Dual catalysis using boronic acid and chiral amine: acyclic quaternary carbons via enantioselective alkylation of branched aldehydes with allylic alcohols. J. Am. Chem. Soc. 138, 10762–10765 (2016).

    Article  CAS  PubMed  Google Scholar 

  23. Hashimoto, T., Gálvez, A. O. & Maruoka, K. Boronic acid-catalyzed, highly enantioselective aza-Michael additions of hydroxamic acid to quinone imine ketals. J. Am. Chem. Soc. 137, 16016–16019 (2015).

    Article  CAS  PubMed  Google Scholar 

  24. Hall, D. G. in Boronic Acids (ed. Hall, D. G.) 1–133 (Wiley, 2005).

  25. Brustad, E. et al. A genetically encoded boronate-containing amino acid. Angew. Chem. Int. Ed. 47, 8220–8223 (2008).

    Article  CAS  Google Scholar 

  26. Akgun, B. & Hall, D. G. Boronic acids as bioorthogonal probes for site-selective labeling of proteins. Angew. Chem. Int. Ed. 57, 13028–13044 (2018).

    Article  CAS  Google Scholar 

  27. Chatterjee, S., Anslyn, E. V. & Bandyopadhyay, A. Boronic acid based dynamic click chemistry: recent advances and emergent applications. Chem. Sci. 12, 1585–1599 (2021).

    Article  CAS  Google Scholar 

  28. Birch-Price, Z., Taylor, C. J., Ortmayer, M. & Green, A. P. Engineering enzyme activity using an expanded amino acid alphabet. Protein Eng. Des. Sel. 36, gzac013 (2023).

    Article  PubMed  Google Scholar 

  29. Drienovská, I., Mayer, C., Dulson, C. & Roelfes, G. A designer enzyme for hydrazone and oxime formation featuring an unnatural catalytic aniline residue. Nat. Chem. 10, 946–952 (2018).

    Article  PubMed  Google Scholar 

  30. Zhou, Z. & Roelfes, G. Synergistic catalysis in an artificial enzyme by simultaneous action of two abiological catalytic sites. Nat. Catal. 3, 289–294 (2020).

    Article  CAS  Google Scholar 

  31. Burke, A. J. et al. Design and evolution of an enzyme with a non-canonical organocatalytic mechanism. Nature 570, 219–223 (2019).

    Article  ADS  CAS  PubMed  Google Scholar 

  32. Trimble, J. S. et al. A designed photoenzyme for enantioselective [2+2] cycloadditions. Nature 611, 709–714 (2022).

    Article  ADS  CAS  PubMed  Google Scholar 

  33. Sun, N. et al. Enantioselective [2+2]-cycloadditions with triplet photoenzymes. Nature 611, 715–720 (2022).

    Article  ADS  CAS  PubMed  Google Scholar 

  34. Gefflaut, T., Blonski, C., Perie, J. & Willson, M. Class I aldolases: substrate specificity, mechanism, inhibitors and structural aspects. Prog. Biophys. Mol. Biol. 63, 301–340 (1995).

    Article  CAS  PubMed  Google Scholar 

  35. O’Hagan, D. & Schmidberger, J. W. Enzymes that catalyse SN2 reaction mechanisms. Nat. Prod. Rep. 27, 900–918 (2010).

    Article  PubMed  Google Scholar 

  36. Gabruk, M. & Mysliwa-Kurdziel, B. Light-dependent protochlorophyllide oxidoreductase: phylogeny, regulation, and catalytic properties. Biochemistry 54, 5255–5262 (2015).

    Article  CAS  PubMed  Google Scholar 

  37. Sorigué, D. et al. Mechanism and dynamics of fatty acid photodecarboxylase. Science 372, eabd5687 (2021).

    Article  PubMed  Google Scholar 

  38. Agustiandari, H., Lubelski, J., Saparoea, H. B. V. D. B. V., Kuipers, O. P. & Driessen, A. J. M. LmrR is a transcriptional repressor of expression of the multidrug ABC transporter LmrCD in Lactococcus lactis. J. Bacteriol. 190, 759–763 (2008).

    Article  CAS  PubMed  Google Scholar 

  39. Roelfes, G. LmrR: a privileged scaffold for artificial metalloenzymes. Acc. Chem. Res. 52, 545–556 (2019).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  40. Drienovská, I., Scheele, R. A., Gutiérrez de Souza, C. & Roelfes, G. A hydroxyquinoline-based unnatural amino acid for the design of novel artificial metalloenzymes. ChemBioChem 21, 3077–3081 (2020).

    Article  PubMed  PubMed Central  Google Scholar 

  41. Leveson-Gower, R. B., Zhou, Z., Drienovská, I. & Roelfes, G. Unlocking iminium catalysis in artificial enzymes to create a Friedel–Crafts alkylase. ACS Catal. 11, 6763–6770 (2021).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  42. Simionatto, E. L., Yunes, P. R. & Yunes, R. A. The effect of boric acid on the dehydration step in the formation of oxime from salicylaldehyde. J. Chem. Soc. Perkin Trans. 2 https://doi.org/10.1039/P29930001291 (1993).

  43. Hentschel, F. & Lindel, T. Synthesis of oximinotyrosine-derived marine natural products. Synthesis 2010, 181–204 (2010).

    Article  Google Scholar 

  44. Bhalla, T. C., Kumar, V. & Kumar, V. Enzymes of aldoxime–nitrile pathway for organic synthesis. Rev. Environ. Sci. Biotechnol. 17, 229–239 (2018).

    Article  CAS  Google Scholar 

  45. Minas, H. A. et al. Modular oxime formation by a trans-AT polyketide synthase. Angew. Chem. Int. Ed. 62, e202304481 (2023).

    Article  CAS  Google Scholar 

  46. Hiroaki, N., Tadashi, O. & Takayuki, F. Hydrolysis of N-salicylidene-2-methoxyethylamine. Intramolecular general base catalysis and specific effects of boric acid. Bull. Chem. Soc. Jpn. 57, 2502–2507 (1984).

    Article  Google Scholar 

  47. Gillingham, D. The role of boronic acids in accelerating condensation reactions of α-effect amines with carbonyls. Org. Biomol. Chem. 14, 7606–7609 (2016).

    Article  CAS  PubMed  Google Scholar 

  48. Madoori, P. K., Agustiandari, H., Driessen, A. J. M. & Thunnissen, A.-M. W. H. Structure of the transcriptional regulator LmrR and its mechanism of multidrug recognition. EMBO J. 28, 156–166 (2009).

    Article  CAS  PubMed  Google Scholar 

  49. Faber, K. in Biotransformations in Organic Chemistry: A Textbook 31–313 (Springer, 2011).

  50. de Vries, R. H., Viel, J. H., Kuipers, O. P. & Roelfes, G. Rapid and selective chemical editing of ribosomally synthesized and post-translationally modified peptides (RiPPs) via CuII-catalyzed β-borylation of dehydroamino acids. Angew. Chem. Int. Ed. 60, 3946–3950 (2021).

    Article  Google Scholar 

  51. Tsilikounas, E., Kettner, C. A. & Bachovchin, W. W. Boron-11 NMR spectroscopy of peptide boronic acid inhibitor complexes of .alpha.-lytic protease. Direct evidence for tetrahedral boron in both boron-histidine and boron-serine adduct complexes. Biochemistry 32, 12651–12655 (1993).

    Article  CAS  PubMed  Google Scholar 

  52. Macho, J. M., Blue, R. M., Lee, H.-W. & MacMillan, J. B. Boron NMR as a method to screen natural product libraries for B-containing compounds. Org. Lett. 24, 3161–3166 (2022).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  53. Valenzuela, S. A., Howard, J. R., Park, H. M., Darbha, S. & Anslyn, E. V. 11B NMR spectroscopy: structural analysis of the acidity and reactivity of phenyl boronic acid–diol condensations. J. Org. Chem. 87, 15071–15076 (2022).

    Article  CAS  PubMed  Google Scholar 

  54. Barsoum, D. N., Kirinda, V. C., Kang, B. & Kalow, J. A. Remote-controlled exchange rates by photoswitchable internal catalysis of dynamic covalent bonds. J. Am. Chem. Soc. 144, 10168–10173 (2022).

    Article  CAS  PubMed  Google Scholar 

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Acknowledgements

We thank J. Kemmink, P. van der Meulen and J. Hekelaar for analytical support. We also thank I. Drienovská for the preparation of some of the plasmids used in this work. This work was supported by The Netherlands Ministry of Education, Culture and Science (Gravitation programme no. 024.001.035) and the European Research Council (ERC advanced grant 885396). L.L. acknowledges the support of the Leopoldina - National Academy of Sciences for a postdoctoral fellowship (LPDS 2021-11). The European Synchrotron Radiation Facility (ESRF) is acknowledged for provision of synchrotron radiation facilities and we are grateful to M. Bowler, D. Flot and D. Nurizzo for their assistance and support in using ESRF beamline MASSIF-1.

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Authors and Affiliations

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Contributions

L.L., R.B.L.-G. and G.R. conceived the project. L.L. developed, optimized and performed the scope of the kinetic resolution reaction. R.B.L.-G. expressed designer enzymes and performed the evolution campaign. H.J.R. performed crystal-growing experiments. A.-M.W.H.T. analysed the X-ray data. G.R. directed the project. All authors discussed the results and L.L., R.B.L.-G. and G.R. wrote the manuscript.

Corresponding author

Correspondence to Gerard Roelfes.

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Extended data figures and tables

Extended Data Fig. 1 96-well UV/Vis plate assay results from the first round of directed evolution.

Top left, amino-acid positions chosen for saturation mutagenesis with β-carbons visualized as spheres. Top right, colour scale for rate of (R)-benzoin consumption observed in the lysates. Bottom, rate of benzoin consumption observed in 96-well-format lysates for the library members, screened in quadruplet. Some mutants were not produced owing to unsuccessful QuikChange reactions; these are labelled in grey. Two colonies of F93D were accidentally picked into positions intended for F93E, and so four more colonies were picked into otherwise blank wells.

Extended Data Fig. 2 96-well UV/Vis plate assay results from the second round of directed evolution.

Top left, amino-acid positions chosen for saturation mutagenesis with β-carbons visualized as spheres. Second-round positions are in green and the position of the first-round hit is in orange. Top right, colour scale for rate of (R)-benzoin consumption observed in the lysates. Bottom, rate of benzoin consumption observed in 96-well-format lysates for the library members, screened in quadruplet. Some mutants were not produced owing to unsuccessful QuikChange reactions; these are labelled in grey.

Extended Data Fig. 3 96-well UV/Vis plate assay results from the third round of directed evolution.

Top left, amino-acid positions chosen for saturation mutagenesis with β-carbons visualized as spheres (magenta). Positions of mutations in the template incorporated from the first and second rounds are shown in orange and green, respectively. Top right, colour scale for rate of (R)-benzoin consumption observed in the lysates. Bottom, rate of benzoin consumption observed in 96-well-format lysates for the library members, screened in quadruplet. Some mutants were not produced owing to unsuccessful QuikChange reactions; these are labelled in grey.

Extended Data Fig. 4 Structural features of BOS (PDB: 8QDF, purple) compared with wild-type LmrR (PDB: 3F8B, grey).

Top, overlay of the two structures shown in cartoon representation, with key residues N19, W96 and M89pBoF shown as sticks. BOS features a large reduction in the distance between the centres of the aromatic rings of the two central tryptophans from 7.2 Å in wild-type LmrR to 4.9 Å. Bottom, surface representation of the two structures showing that BOS features a closed pore, compared with the large open pore found in wild-type LmrR.

Extended Data Fig. 5 Effect of the N19A mutation on cyclic-boronate ester formation observed by 11B NMR.

Comparison of the 11B NMR spectra of BOS and BOS_N19A in phosphate buffer (a,b) and Tris buffer (c,d).

Extended Data Fig. 6 11B NMR spectra of BOS and BOS_N19A in the presence of a strong diol binder (4-nitrocatechol).

Comparison of interaction with 4-nitrocatechol of BOS (a) and BOS_N19A (b).

Extended Data Fig. 7 Structure of the improved variant BOS_EHL (PDB: 8QDH) compared with the parent BOS (PDB: 8QDF).

a, Complete overlay shows minimal changes in the overall structure with a partially collapsed pocket compared with wild-type LmrR (for example, PDB: 3F8B in the ligand-free state, not shown). b, Detailed view of an overlay of the catalytic pocket showing the interactions of N19 as well as the mutations at positions 8, 92 and 93. For clarity, only one of the two modelled binding modes of Tris is shown.

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Longwitz, L., Leveson-Gower, R.B., Rozeboom, H.J. et al. Boron catalysis in a designer enzyme. Nature 629, 824–829 (2024). https://doi.org/10.1038/s41586-024-07391-3

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