Constructing catalytically proficient enzymes from de novo designed proteins

Lead Research Organisation: University of Bristol
Department Name: Biochemistry

Abstract

Enzymes are fundamentally important biological molecules that perform the bulk of the chemical reactions in all living organisms. The are themselves proteins, made up of chains of amino acids, though what differentiates them from proteins is their ability to massively increase the rate of chemical reactions. These reactions power cellular life and are involved in a great number of essential processes that give cells their chemical and physical characteristics. Many enzymes perform chemical reactions which have substantial commercial or medical value, as the products of the transformations may be drugs, fuels or other useful substances or materials. It is often the case that for such important or useful reactions, there are no manmade substances available to catalyse the specific chemical transformations with the same degree of precision or efficiency as enzymes. There are also many chemical transformations for which no enzyme has yet been discovered. Therefore, there is a huge interest in building tailor-made enzymes capable of performing selected chemical reactions.

While we have gained an incredibly powerful understanding of natural enzymatic catalysis over the past 100 years, there remains a shortfall in the capabilities of artificial, designed enzymes and those found in nature. We believe that this due, in part, to the prevalent use of naturally evolved proteins as the starting points for creating artificial enzymes. These natural proteins may be fragile, difficult and expensive to purify, inactive out of their cellular environment, chemically sensitive to organic molecules and solvents, and, most significantly, they invariably bring an evolutionary complexity with them that can hinder modification by the enzyme designer. We believe that this evolutionary baggage is not a necessary feature of proteins and enzymes and that in certain cases, it might be preferable to work with proteins untouched by natural selection.

Our simple proteins, called maquettes, are small robust protein scaffolds that contain no natural protein sequences, and are therefore free from any complexity imposed by evolution. Typically, we design these maquettes to include a non-protein molecule that imparts its own reactivity onto the scaffold. The heme molecule is a particularly versatile molecule that we include in our designs, and it is present in a plethora of natural enzymes, many of which catalyse exceptionally challenging chemical reactions.

With our most recent work, we have used an elementary design process to develop a heme-containing maquette into an active artificial enzyme that functions as well as many natural enzymes for the removal of electrons - oxidation - from a broad range of substrates. It can even perform the detoxification of a common pollutant with higher efficiency than a natural enzyme that has evolved specifically for this purpose. The artificial enzyme is relatively insensitive towards temperature and the presence of organic solvents, and is an excellent starting point for the design of new, cheap and highly efficient biocatalysts that have huge potential in industrial biotechnology. The work we propose here aims to exploit this recent success and develop a diverse range of maquettes that will act as robust artificial enzymes capable of catalysing several commercially valuable and challenging reactions. Informed by the structures and our functional understanding of natural enzymes, we will use powerful new computational methods alongside iterative, experimental approaches to achieve this. Crucially, these include reactions not observed in nature, whereby the resulting products contain unusual and highly strained ring structures, and have significant biological activities (e.g. drugs, insecticides). Since the maquettes are fully and functionally assembled in bacteria, we can also employ powerful, high throughput laboratory evolution strategies to improve catalytically activity in a semi random manner.

Technical Summary

The overarching goal of this project is to design and construct manmade oxidoreductase enzymes that are capable of catalysing a diverse range of useful, valuable and synthetically challenging chemical transformations. This will provide expressible, versatile and biocompatible components that can be integrated into metabolic pathways in living cells, or exploited as green biocatalysts in industrial biotechnology.

We will achieve this using a combined computational and iterative approach to de novo protein design, informed by the engineering principles that underpin catalytic function in natural oxidoreductases and our successful design of a hyperthermostable de novo peroxidase. The protein maquettes used in this work - simple 4-helix bundle proteins assembled from first principles - are expressed and translocated to the E. coli periplasm, where heme is covalently appended to the protein backbone with high efficiency, and are therefore fully assembled in vivo.

Aided by computational design and directed evolution methodologies, we will construct functional de novo peroxidases and peroxygenases that are capable of coupling hydrogen peroxide reduction to a variety of substrate oxidations and oxygenations. We will improve the structural resolution of our designs, facilitating a design process with a precision that enables the accurate placement of peroxide-activating amino acid side chains and the creation of a bona fide substrate binding site within the maquette.

Using non-natural substrates, we will access unusual carbene-heme adducts that act as powerful agents for stereoselective cyclopropanation and carbene insertion reactions, focussing on commercially valuable and synthetically challenging chemical transformations. We will focus on gaining a better mechanistic understanding of this process through computational and experimental means, and will encapsulate our de novo enzymes in hydrogels facilitating the creation of recoverable heterogeneous catalysts.

Planned Impact

Scientific discovery is integral to the international competitiveness of the UK. Through the construction of new de novo enzymes capable of catalysing oxidations, oxygenations and carbene transfers, this project will deliver an unprecedented advance in the 'Synthetic Biology' and 'New Strategic Approaches to Industrial Biotechnology' BBSRC Strategic Priority Areas, while delivering vital information that will further our fundamental understanding of natural protein design and engineering. These advances will contribute significantly to the UK's position as a world leader in these areas.

We anticipate that this project will deliver significant impact on the commercial sector. The construction of cheap, expressible, chemically resistant and green biocatalysts will be of particular interest in industrial biotechnology, especially with activity established under whole cell biotransformation conditions. Furthermore, since several of the carbene transfer reactions are targeted towards commercially valuable products (e.g. GSK-LSD1, pyrethroid insecticides) we predict there may be significant interest from biotechnological and pharmaceutical companies. To fully maximise impact on the commercial sector, we plan to undertake training in science business and innovation, establish close ties with the University Research and Development Office and establish and maintain contacts with industry.

Synthetic biology has been the focus of significant public concern and since our work is directly related to this field, we plan to allay such concern by regularly engaging and educating the public through University public outreach schemes and the media. JLRA will attend courses in communication skills and media training, continue participating in public outreach schemes run by the University and maintain accessible websites displaying information about our current research. Press offices of the BBSRC, Royal Society and the University of Bristol will be contacted when high profile research papers are accepted.

We anticipate that this fundamental research will significantly impact upon the third sector. We will maximize impact on policy-makers, funding bodies and academic institutions by providing clear evidence of the value of synthetic biology research and raising its profile within the UK. This research will be actively promoted through the scientific community and within the University of Bristol itself, with the aim of establishing links and new collaborations with other departments and disciplines. Training and expertise in this field will be offered to those involved in the project (PDRAs, PhD students, etc.), providing them with the skills to succeed in a future career in academia or industry.

Publications

10 25 50
 
Description We have used our initial protein design to explore a diverse range of carbene transferase activities, in which challenging reactions such as cyclopropanations, N-H insertions, C-C bond formations and ring insertions have been successfully demonstrated. We have spectroscopically identified the active intermediate in this chemistry and this work is now published in PNAS and the BioRxiv. We have subjected the protein to many rounds of directed evolution both to peroxidase and carbene transferase activities and have found several variants with significantly higher activities and improved stereoselectivity, which are also reported in the PNAS paper.

We have demonstrated catalytic activity in whole cells and when encased in alginate beads, and have explored the stereoselectivity and activity of the beads in neat organic solvents. In addition, we have explored a range of other related reactions (pyrethroid formation, multiple insertions) and chemistries (e.g. nitrene transfer), and constructed fused reductase variants to facilitate NADPH-initiated reactions and photoactivatable chemistry. We have also demonstrated chemoselective carbene transfer to amino phenols and published this work in a special edition of Biotechnology and Applied Biotechnology. We have investigated the effect of organic solvents on catalytic activity and dynamics, finding that a high concentration of trifluoroethanol restricts conformational dynamics in our de novo enzyme while substantially increasing total turnover and reaction kinetics. It also induces a negative activation heat capacity for the peroxidase reaction, in effect making this small enzyme behave like the larger natural peroxidases. This work was published in ACS Catalysis.

As part of our work on catalysis, we have also demonstrated the presence of correlated dynamic networks in another de novo enzyme (a Kemp eliminase), linking conformational dynamics to the acquisition of a negative activation heat capacity during directed evolution. We have published this work in Nature Chemistry. Subsequently, we responded to a contradictory paper published in ACS Catalysis in which our simulation data and conclusions were questioned, publishing our own ACS Catalysis commentary in which we addressed and corrected points raised in their paper.
Exploitation Route New stereoselective protein catalysts for carbon-carbon bond formation, C-H insertions, N-H insertions, ring expansions are of great interest to synthetic and industrial chemists, especially where the chemistry is challenging (i.e. cyclopropanation) and stereoselectivity is vital to the synthesis. Such catalysts can potentially make industrial processes greener and more energy efficient, especially where activity can be exploited in fermenting culture or whole-cell conditions. In addition to already demonstrating this, we have also shown the huge catalytic potential in expressible de novo-designed enzymes, and have facilitated a greater understanding of bottom up enzyme design and the fundamental workings of enzymes.
Sectors Chemicals

Energy

Pharmaceuticals and Medical Biotechnology

URL https://www.biorxiv.org/content/10.1101/328484v3
 
Description Creating and comprehending the circuitry of life: precise biomolecular design of multi-centre redox enzymes for a synthetic metabolism
Amount £4,920,000 (GBP)
Funding ID BB/W003449/1 
Organisation Biotechnology and Biological Sciences Research Council (BBSRC) 
Sector Public
Country United Kingdom
Start 07/2022 
End 07/2027
 
Title An expandable, modular de novo protein platform for precision redox engineering 
Description Data supporting the publication 'An expandable, modular de novo protein platform for precision redox engineering', including computational design scripts, molecular dynamics simulations, molecular protein models and cryo-EM models. 
Type Of Material Database/Collection of data 
Year Produced 2023 
Provided To Others? Yes  
URL https://data.bris.ac.uk/data/dataset/3crx74ryps8h42aol8pbjycetp/
 
Description Invited speaker at 'Advances in protein design: from therapeutic proteins to synthetic biology', October 2022, Israel Science Foundation, Kfar Blum, Israel 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Postgraduate students
Results and Impact I was invited to speak at this meeting, which included de novo protein designers, protein engineers and chemical biologists. There was a total of about 60-80 participants, including some of the most prominent researchers in these fields, including Prof Bill Degrade (UCSF) and Prof Don Hilvert (ETH-Zurich). There were exceptionally useful discussions during this meeting which have led to new avenues for collaboration with my group.
Year(s) Of Engagement Activity 2022
URL https://www.isfproteindesign.com/
 
Description Invited speaker at GRC 'Metallocofactors' meeting, June 2022, Salve Regina University, Rhode Island, USA 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Postgraduate students
Results and Impact I was an invited speaker at the 2022 GRC Metallocofactors meeting, which was attended by 150-200 delegates. This was an ideal opportunity to publicise the work of my group to a more general bioinorganic chemistry community, and it was very productive, with new collaborations being initiated between myself and researchers in the USA.
Year(s) Of Engagement Activity 2022
URL https://www.grc.org/metallocofactors-conference/2022/
 
Description Invited to speak at European Biological Inorganic Chemistry Conference 14 (EuroBIC), Birmingham, August 2018 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Postgraduate students
Results and Impact I was invited to present the work of my group, focussing on the catalytic activity of our de novo designed enzymes. This presented an ideal opportunity to report my groups findings to the Biological Inorganic Chemistry Community.
Year(s) Of Engagement Activity 2018
URL https://www.birmingham.ac.uk/facilities/mds-cpd/conferences/eurobic/index.aspx
 
Description Invited to speak at a departmental seminar at the University of Liverpool 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Postgraduate students
Results and Impact I was invited to present the work of my group, focussing on the catalytic activity of our de novo designed enzymes. This presented an ideal opportunity to report my groups findings to a general biochemical audience.
Year(s) Of Engagement Activity 2019
 
Description Invited to speak at the "PS3 Meeting" in Hagoshrim, Israel, March 2019 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Postgraduate students
Results and Impact I was invited to present the work of my group, focussing on the catalytic activity of our de novo designed enzymes. This presented an ideal opportunity to report my groups findings to the de novo protein and enzyme design community.
Year(s) Of Engagement Activity 2019
URL http://www.migal.org.il/PS3-meeting
 
Description Invited to speak at the International Conference on Porphyrins and Phthalocyanines (ICPP), Munich, July 2018 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Postgraduate students
Results and Impact I was invited to present the work of my group, focussing on the catalytic activity of our de novo designed enzymes. This presented an ideal opportunity to report my groups findings to the community focussing on the synthesis, design and biological activities of porphyrins and related tetrapyrroles.
Year(s) Of Engagement Activity 2018
URL http://www.icpp-spp.org/icpp10/index.php
 
Description Keynote speaker at the 2023 Bioenergetics Christmas Meeting 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Postgraduate students
Results and Impact I was invited to present the keynote presentation at the 2023 Bioenergetics Christmas Meeting held at the University of York. This is an annual event that brings together the UK Bioenergetics community. It typically involves 100-120 participants, with talks delivered principally by early career researchers and one selected keynote speaker. It is funded by the Biochemical Society and the host institution varies by year. After my talk - in which I principally presented work directly originating from this grant - I answered questions and discussed the work with many of the delegates.
Year(s) Of Engagement Activity 2023
 
Description Organised the 2019 Tetrapyrrole Discussion Group Meeting at the University of Bristol 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Postgraduate students
Results and Impact I organised the 2019 Tetrapyrrole Discussion Group Meeting at the University of Bristol in September, 2019. The meeting included several plenary lectures from internationally renowned scientists working the field of tetrapyrroles, and I promoted protein design as a new and important avenue of tetrapyrrole research, principally as a means a=of accessing photosynthetic and catalytic proteins. Several members of my group spoke at the meeting about their work which relates to several BBSRC-funded grants.
Year(s) Of Engagement Activity 2019