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Creating and comprehending the circuitry of life: precise biomolecular design of multi-centre redox enzymes for a synthetic metabolism

Lead Research Organisation: University of Bristol
Department Name: Biochemistry

Abstract

A defining characteristic of life is the requirement of energy from an external source; we eat, plants absorb light. To maximize the energy gained from the food that we and all oxygen-breathing organisms consume, oxygen is converted to water as a final step and carbon dioxide is released. The oxygen in this equation arises from plants as they convert water, carbon dioxide and light, into oxygen and fuel. This cycle is not merely an auspicious result of billions of years of evolution. The molecular events that allow the processes of respiration and photosynthesis to happen are connected in deep ways, down to shared structures, molecules, and mechanisms.

At their most basic, respiration and photosynthesis are Nature's way to capture and convert energy from one form to another. To do this, Nature has evolved complex structures, termed oxidoreductases, that bind molecules that aid in this conversion. These molecules can both absorb light, imparting plants with their colours, and take and give electrons. The oxidoreductases have evolved to take energy from external sources and convert it into forms that can be used by living organisms to grow and survive. The evident complexity of this process belies a central feature of the oxidoreductases involved: evolution has yielded structures that are built from repeats of relatively simple modules. All of respiration and photosynthesis are built on these repeating modules. But despite nearly a century of investigation, where we have outlined how respiration and photosynthesis work in fine detail, we remain unable to construct our own models of these processes. This naturally leads to a question of whether we really understand how these processes occur.

Here we have assembled a team of researchers from multiple academic institutions and disciplines to address deficiencies in our knowledge, with the unified target of building completely new oxidoreductases from scratch. Through this work we will fill holes in our understanding of how Nature captures and converts energy.

Our work begins by combining powerful computational techniques that allow us to design and construct oxidoreductases with tailor made functions. Within a virtual reality framework that we are developing for this project, we will work together in a shared digital space to construct molecular binding sites, alter how molecules take and give electrons or catalyse reactions, and create oxidoreductase modules that, taking inspiration from Nature, we will join to produce more complex functions. With these designs, we will use an iterative 'build-test-learn' approach to construct new oxidoreductases that match the activities and actions of those Nature uses in respiration and photosynthesis. By pulling together our expertise in computational biophysical methods, oxidoreductase engineering, modular structure creation, molecular binding site assembly and their chemistry, and the analysis of very fast oxidoreductase functions, our team stands to make a substantial leap in our understanding of how to construct new oxidoreductases that has, so far, remained beyond our grasp.

The principles we establish through this work will help us to better understand the oxidoreductases of respiration and photosynthesis, finally clarifying architectural features that are essential for their assembly and function that have remained opaque for over a century. With our new sets of design principles, we will be able to create oxidoreductases that fulfil our needs in bioscience and biotechnology, from the creation of single structures that produce fuels from light, water and carbon dioxide akin to photosynthesis to biosensors that detect toxins in the environment or signs of disease.

Technical Summary

Electron and captured energy flow through protein-based architectures is essential to life, underpinning cellular respiration and photosynthesis. While our understanding of this complex protein machinery has benefitted from the advances of the structural genomics era, we have yet to fully exploit the exceptional features and functions of these assemblies. Such exploitation will provide a clear route to test theory, clarifying unresolved details of these processes, and deepening fundamental understanding of the circuitry of photosynthesis, respiration, and metabolism. We are now at a pivotal moment where there is a convergence of empirical knowledge, computational power and spectroscopic tools, making such advances feasible.

Here we aim to apply a multifaceted approach to the precision de novo design and construction of single and multicentre redox and light-harvesting proteins. We will create diverse cofactor binding modules that can be assembled with a mix-and-match process into working biomolecular components for long-range electron and energy transfer, multielectron catalysis, broadband solar light-harvesting and electron bifurcation. To achieve this, we will use state-of-the-art experimental and computational methodologies supported by a collaborative VR platform for protein design and molecular analysis. Cutting-edge multidimensional and ultrafast spectroscopic techniques will also be used to map electron and energy transfer within our designs, helping us to refine their construction through an iterative process. This integrated approach will yield unprecedented access to directed and efficient energy, proton and electron flow within tailor-made biomolecular components. We anticipate that our unique approach will generate ground-breaking discoveries that will have lasting impact in fundamental biosciences, synthetic biology and industrial biotechnology.

Publications

10 25 50
 
Description This grant aims to produce a modular design platform for the creation of electron- and energy-transferring proteins for interrogating our fundamental understanding of these processes, and for the creation of nanoscale bioelectronic components. Thus far, we have successfully demonstrated the feasibility of our computational design approaches, creating: protein-based nanowires for electron transfer over distances from 6-25 nm; photo-activatable proteins that can be incorporated into simple devices for electric current generation when exposed to sunlight; completely new protein assemblies that unlock more complex electron transfer pathways and diverse electronic component functions (i.e. diodes). We have been able to reveal key information about how heme molecules interact with each other within such proteins, informing future designs of more complex electron transfer proteins, and have demonstrated how fundamental biophysical properties can be manipulated to expand and fine tune the direction and rate of electron transfer through our wire-like proteins. We have demonstrated that our proteins serve a useful model system for reducing the complexity present in photosynthetic proteins, and using ultrafast spectroscopic techniques, we have examined the fastest processes relevant to photosynthetic pigments and proteins, revealing the interactions between these molecules at the femtosecond level. O the computational side, we have developed new pipelines for design using state-of-the-art Deep Learning techniques enabling both high precision and fidelity in the design process, and have worked with collaborators to include more sophistication into these pipelines which enable biophysical properties to be imprinted onto our proteins.
Particularly significant to this project have been new collaborations that have allowed us to look at electron transfer through our protein wires at the single molecule level, work that will be vital for the adoption of our bioelectronic proteins into electronics where our proteins span junctions, for instance at a single transistor junction in a silicon chip; this is in collaboration with Prof Ismael Diez-Perez, KCL. We have also examined electron transfer rates between electrodes and our proteins in collaboration with Prof Alison Parkin, University of York, which is important knowledge for building more efficient biophotovoltaic devices for generating electric current from light.
Exploitation Route There are a number of ways that the outcomes could be adopted:
- Better understanding of electron transfer theory and how protein electron transfer works can be adopted into the de novo design or re-engineering of bioelectronic components. Several groups are currently working on complementary projects with natural or engineered components, striving to understand what role proteins can play in future biohybrid assemblies for sensing, etc. This information that we have generated is valuable for informing design.
- Biophotovoltaic proteins have potential in acting as cheap components in solar cells or as active small molecule sensors in biohybrid devices for environmental detection and health monitoring.
- Protein nanowires of similar dimensions to single walled carbon nanotubes and with similar conductivities could revolutionise the versatility of nanoscale electronic components, reducing manufacturing costs and delivering components with an unprecedented level of customisability. These could play countless roles in biohybrid devices, and act as conduits between the purely biological and purely synthetic traditional circuitry.
- The methodologies and pipelines that we have adopted/created will also increase the efficiency of the design process for others working in de novo design more generally.
Sectors Aerospace

Defence and Marine

Digital/Communication/Information Technologies (including Software)

Electronics

Energy

Pharmaceuticals and Medical Biotechnology

 
Description Facility Access Review Panellist (Invited membership) for the Central Laser Facility at STFC's Research Complex at Harwell.
Geographic Reach National 
Policy Influence Type Participation in a guidance/advisory committee
 
Description Engineering Biology Missions Hubs and Mission Awards
Amount £14,229,377 (GBP)
Funding ID BB/Y007972/1 
Organisation Biotechnology and Biological Sciences Research Council (BBSRC) 
Sector Public
Country United Kingdom
Start 02/2024 
End 02/2029
 
Description Life imitates art (or design, at least): Understanding a new group of membrane proteins
Amount £100,000 (GBP)
Organisation University of Bristol 
Sector Academic/University
Country United Kingdom
Start 08/2023 
End 08/2027
 
Title Two-Dimensional Electronic Spectroscopy Experiment Using 8 fs Ultrabroadband Laser Source and Full-Wavelength Reference Detection 
Description Two-dimensional electronic spectroscopy (2DES) is one of the premier tools for investigating photoinduced condensed phase dynamics, combining high temporal and spectral resolution to probe ultrafast phenomena. We have coupled an ultrabroadband laser source generated with a hollow-core fibre, compressing pulses to have a pulse duration of 8 fs, with a boxcars 2DES interferometer constructed from only conventional optics. The resulting ultra-broad bandwidth and high temporal resolution allow for superior spectral coverage of the typically broad molecular line shapes in the near-IR/visible region in room temperature solutions and the exploration of the excited state dynamics at the earliest time epoch in complex systems. For the first time in a degenerate broadband 2DES experiment, we demonstrate the implementation of full-wavelength reference detection to correct for wavelength-dependent laser intensity fluctuations. The net result is a 4-5x increased signal-to-noise (S:N) ratio compared to data acquired without reference detection, yielding a typical S:N ratio = 28. The increased S:N ratio facilitates more rapid data acquisition and examination of samples at lower optical densities, and thus concentrations, than typically used in 2DES experiments. These advances will help to alleviate the typical high demands on precious samples in 2DES measurements. 
Type Of Material Improvements to research infrastructure 
Year Produced 2025 
Provided To Others? Yes  
Impact None yet available. 
URL https://doi.org/10.1021/acs.jpca.4c08494
 
Description Collaborative solar biohybrid devices for pesticide detection 
Organisation Technical University of Munich
Country Germany 
Sector Academic/University 
PI Contribution My group has provided de novo designed heme proteins to improve communication between electrode surfaces and engineered bacterial reaction centres from Rhodobacter sphaeroides. This will improve the performance of their devices, enabling detection levels sufficient to satisfy regulatory standards. We will also engineer our proteins for improved interaction with the reaction centres and electrodes using computational and rational design.
Collaborator Contribution Our collaborators began by assessing the interactions and electron transfer between illuminated reaction centres and our proteins, and between our protein and their electrode materials. They will now attempt to fully integrate our proteins into their devices.
Impact none so far, as this work is at an early stage
Start Year 2023
 
Description Creating molecular circuitry with synthetic cytochromes in droplet interface bilayers 
Organisation Imperial College London
Department Department of Chemistry
Country United Kingdom 
Sector Academic/University 
PI Contribution My group (in collaboration with Anderson) has produced synthetic membrane cytochromes that can be recombinantly expressed in living cells and coordinate heme in situ. We are interested in applying this protein as a component of stimuli-responsive functional droplet networks. We will share our expertise on protein expression and purification, purified protein, and novel plasmids encoding CytbX and CytbX-GFP.
Collaborator Contribution Experience with droplet interface bilayers (DIBs). They will generate DIB networks where CytbX spans the droplet interface and can transmit chemical and electrical signals for novel communication nodes between droplets.
Impact None so far
Start Year 2024
 
Description Determining the redox state of de novo membrane cytochromes in living cells 
Organisation University of York
Department Department of Chemistry
Country United Kingdom 
Sector Academic/University 
PI Contribution My group (in collaboration with Anderson) has produced synthetic membrane cytochromes that can be recombinantly expressed in living cells and coordinate heme in situ. We now seek to characterise this protein in greater detail within the living cell membrane. We will share our expertise in the recombinant production of these proteins and molecular biology reagents including unique plasmid constructs for CytbX and CytbX-GFP.
Collaborator Contribution The York lab house a specific apparatus - the bioenergetic chamber - that can comprehensively measure the bioenergetic status of a living cell. With our guidance and full support they will express the de novo cytochrome CytbX in E. coli and assess (1) whether the expression of this protein impacts other bioenergetic processes and (2) whether CytbX is reduced by the endogenous quinone pool. This marks the first in-cell measurements of a de novo membrane hemoprotein.
Impact None so far.
Start Year 2024
 
Description Engineering orthogonal redox metabolism in Shweanella 
Organisation Okinawa Institute of Science and Technology
Country Japan 
Sector Academic/University 
PI Contribution We are the UK lead on a growing collaboration between Japan and UK-based institutions. We conceived the original idea (with partners in OIST) to introduce orthogonal redox metabolic pathways into engineered cells, and have contributed both protein design and small molecule syntheses to the team's efforts.
Collaborator Contribution Our partners in OIST have designed proteins to bind to novel cofactor(s) we're synthesising at Portsmouth. Our collaborators at UAE have just joined the project, but they will provide expertise in cell engineering, protein film voltammetry, and liposome assembly.
Impact None as yet.
Start Year 2022
 
Description Engineering orthogonal redox metabolism in Shweanella 
Organisation University of East Anglia
Country United Kingdom 
Sector Academic/University 
PI Contribution We are the UK lead on a growing collaboration between Japan and UK-based institutions. We conceived the original idea (with partners in OIST) to introduce orthogonal redox metabolic pathways into engineered cells, and have contributed both protein design and small molecule syntheses to the team's efforts.
Collaborator Contribution Our partners in OIST have designed proteins to bind to novel cofactor(s) we're synthesising at Portsmouth. Our collaborators at UAE have just joined the project, but they will provide expertise in cell engineering, protein film voltammetry, and liposome assembly.
Impact None as yet.
Start Year 2022
 
Description Exploring the use of de novo multiheme proteins as folding chaperones for hard-to-express mammalian proteins. 
Organisation Korea Research Institute of Bioscience and Biotechnology (KRIBB)
Country Korea, Republic of 
Sector Academic/University 
PI Contribution The Anderson group has provided plasmids housing de novo heme proteins to our collaborator at KRIBB, Prof Euijeon Woo, and have recorded experiments to probe electron transfer from forming disulfide bonds in the mammalian proteins to the hemes of the fused de novo protein.
Collaborator Contribution Our partners have created genetic fusions of our de novo proteins with mammalian proteins of commercial interest, testing them for soluble expression in E. coli.
Impact Our collaborators at KRIBB have found our de novo proteins to be excellent chaperones enabling production of previously hard-to-express proteins in E. coli. A manuscript has been prepared to report the work, and a usage patent is being filed in South Korea to protect the work and enable downstream commercialisation.
Start Year 2024
 
Description Single molecule conductivity and chirality induced spin selection measurements 
Organisation King's College London
Country United Kingdom 
Sector Academic/University 
PI Contribution This collaboration was set up to both measure the conductivity of our multi-heme nanowire proteins at the single molecule level, and to determine whether these proteins exhibit the CISS (chirality induced spin selection) phenomenon. For this, the Anderson lab have prepared and provided cysteine-labelled proteins for these measurements.
Collaborator Contribution For their part, the group of Ismael Diez-Perez will perform the conductivity and CISS measurements, exploring the mechanism of electron flow through the nanowires. We anticipate that the experiments should reveal incoherent electron hopping, with rates comparable to those we will measure through time-resolved visible spectroscopy with the equipment funded on this grant. It is also possible that, like other published examples of multiheme cytochrome conductivity measurements, we observe coherent electron tunnelling across the proteins. For either outcome, this will form an important part of a paper reporting the design and characterisation of these multiheme nanowires.
Impact This collaboration has only just begun, and the KCL lab only received our proteins in January 2025. This work is multi-disciplinary, combining our biochemical/biophysical work on protein design with techniques most commonly used to probe the physics of electron transfer through small molecule chemicals. It therefore crosses the boundaries between Biochemistry, Physics and Chemistry.
Start Year 2025
 
Description Using de novo cytochromes for bioenergetic reactions in functional protocells 
Organisation Tokyo Institute of Technology
Country Japan 
Sector Academic/University 
PI Contribution My group (in collaboration with Anderson) has produced synthetic membrane cytochromes that can be recombinantly expressed in living cells and coordinate heme in situ. We now seek to understand the biogenesis and folding of these constructs, which is challenging in whole-cell systems. We will share our expertise in recombinant expression and purification and our molecular biology reagents, including novel plasmids for de novo cytochrome CytbX and CytbX-GFP.
Collaborator Contribution Express our de novo cytochromes in systems for in vitro transcription and translation. To be done in the presence of liposomes and solubilising detergents, making use of their deep expertise in this area. Then to use these systems as functional protocells where the designer cytochromes carry out transmembrane electron transport.
Impact None so far
Start Year 2023
 
Description Using the de novo cytochrome CytbX as a new model system for understanding membrane protein folding 
Organisation University of Bristol
Country United Kingdom 
Sector Academic/University 
PI Contribution We have developed a suite of model de novo membrane proteins and will apply these as model systems for understanding the biogenesis and in vivo folding of cofactor-binding integral membrane proteins. This is currently a major gap in the literature.
Collaborator Contribution Our partner will be Minkoo Ahn, who will apply cutting edge NMR techniques to study protein biosynthesis and folding.
Impact None so far
Start Year 2025
 
Description Delegate in DSIT-led Engineering Biology visit to Japan 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Policymakers/politicians
Results and Impact I am participating in a DSIT-led delegation to Japan (from 9/3/24 - 16/3/24) to discuss Engineering Biology funding, academic science and industry with Japanese academics, policy makers, funding agencies and industrialists. The outcomes will not be clear at the time of this ResearchFish submission as the activity is taking place during this submission period.
Year(s) Of Engagement Activity 2024
 
Description Facility Access Review Panellist (Invited membership) for the Central Laser Facility at STFC's Research Complex at Harwell. 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact The panel determines the allocation of laser beam time for the UK's ultrafast laser community.
Year(s) Of Engagement Activity 2023,2024
 
Description Invited Plenary Lecture at Royal Australian Chemical Institute July 2024 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Plenary Lecture at Royal Australian Chemical Institute PhysChem24
Year(s) Of Engagement Activity 2024
 
Description Invited Seminar at University of California, Davis, January 2025 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact University of California, Davis
Year(s) Of Engagement Activity 2025
 
Description Invited seminar at Department of Chemistry, Dartmouth College, USA, February 2025 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Department of Chemistry, Dartmouth College, USA
Year(s) Of Engagement Activity 2025
 
Description Invited seminar at Department of Chemistry, UC Berkeley, December 2024 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Department of Chemistry, UC Berkeley
Year(s) Of Engagement Activity 2024
 
Description Invited seminar at Department of Chemistry, University of Southern California, March 2025 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Department of Chemistry, University of Southern California
Year(s) Of Engagement Activity 2025
 
Description Invited seminar at School of Chemistry, University of Melbourne, Australia, July 2024 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact School of Chemistry, University of Melbourne, Australia, July 2024
Year(s) Of Engagement Activity 2024
 
Description Invited talk at College of Science, Nanyang Technological University, Singapore, July 2024 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact College of Science, Nanyang Technological University, Singapore, July 2024
Year(s) Of Engagement Activity 2024
 
Description Invited talk at Department of Chemistry, Princeton University, USA, February 2025 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Department of Chemistry, Princeton University, USA
Year(s) Of Engagement Activity 2025
 
Description Invited talk at Department of Chemistry, University of Edinburgh May 2024 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Postgraduate students
Results and Impact Academic research seminar
Year(s) Of Engagement Activity 2024
 
Description Invited talk at Gordon Research Conference on Quantum Biology, March 2023 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Invited talk at international conference.
Year(s) Of Engagement Activity 2023
 
Description Invited talk at Quantum Effects in Energy Harvesting, Consulate General of France, Edinburgh, May 2024 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Workshop on Quantum Effects in Energy Harvesting
Year(s) Of Engagement Activity 2024
 
Description Invited talk at School of Chemistry, University of Adelaide, Australia, July 2024 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact School of Chemistry, University of Adelaide, Australia, July 2024
Year(s) Of Engagement Activity 2024
 
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 PDRA Ben Hardy speaker at Gordon Research Seminar on Membrane Protein Folding 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Postgraduate students
Results and Impact Project PDRA Ben Hardy gave an invited presentation on the CytbX research at Gordon Research Seminar on Membrane Protein Folding in Barcelona, Spain. This was prior to attending the associated GRC. Resulted in new collaborations and raising the international profile of the sLoLa award.
Year(s) Of Engagement Activity 2023
 
Description UKRI/NSF workshop on Quantum Information Science, 2024 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact One of 50 participants invited to a workshop on Quantum Information Science (QIS) and how it relates to Chemistry. The workshop aimed to answer the key questions of what QIS could do to enhance our understanding and control of Chemistry. The workshop aimed to generate cross-links between US and UK academics for future potential funding.
Year(s) Of Engagement Activity 2024