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Understanding mis-metalation of native versus heterologously expressed protein

Lead Research Organisation: Durham University
Department Name: Biosciences

Abstract

All known life depends on metals, microbial and plant. The special chemical properties of different metals expand the repertoire of what proteins can do unaided. This requires the chemically correct metal(s) to associate with each metalloprotein. It is tempting to assume that such metalation is a sole function of the proteins themselves, but purified proteins typically bind wrong metals many orders of magnitude more tightly than the correct ones. We now appreciate that correct metalation is a combined function of proteins and their biological surroundings. Proteins compete with other molecules for each metal. Over the millennia this competition has evolved such that the correct metals generally win and mis-metalation is largely avoided: But does this mean that proteins are liable to mis-metalation when expressed in different organisms or if the cellular milieu is somehow altered?

DNA-binding metal sensors are tuned to compete for available metal with the intracellular milieu (Nature Chemical Biology 2017 13:409-417). Over the course of nearly a decade, supported by the BBSRC, a series of thermodynamic values were collected for a set of DNA-binding metal sensors (from Salmonella), making it possible to calculate the magnitude of intracellular competition for each metal (Nature Chemical Biology 2019 15:241-0249). By reference to these values, it has become possible to make predictions about the metalation of metalloproteins. We have recently developed a metalation calculator that provides such calculations in Salmonella and closely related E. coli (Nature Communications 2021 12: 1195). It is now necessary to test such calculations in other organisms.

Some metals are embedded into cofactors. Proteins that supply metals to cofactors, such as cobalt to vitamin B12, must also somehow acquire the correct metal. Notably, plants do not make B12 generating interest in the supply of this vitamin for the increasing numbers of individuals turning to low meat diets. E. coli also does not make B12 but the CoI has engineered (by introduction of more than 30 genes) E. coli to generate a B12 hyper-producing strain. We have shown that in the synthetic E. coli system the cobalt delivery protein for B12 is susceptible to mis-metalation with zinc but mismetalation is overcome when cells are supplemented with surplus cobalt. Is such mis-metalation a function of a mis-match between the introduced proteins and the cellular milieu?

We will express, purify and prepare the deduced or known Rhizobium proteins involved in sensing zinc and cobalt, and in cobalt delivery for B12, in a manner suitable for determining metal affinities and DNA-affinities for the sensors. Sensor abundance will also be determined. A hybrid Rhizobium metalation calculator will thus be produced that can determine metalation and mis-metalation of the B12 pathway with cobalt and zinc (or iron) in this native host system. B12 production will be measured and metalation calculated both in free living Rhizobium and in root nodules. One central purpose of this work is to further develop (and exemplify the utility of) the metalation calculator with widespread applications/implications in biology. This work also has implications for the supply of B12 to those on plant-based diets (refer to closing statement on advancing to higher TRLs). Rhizobium makes B12 in nodules of leguminous plant roots and thus cobalt promotes legume growth. An ability to design seed dressings (potentially containing cobalt or with a zinc chelator), to enhance nitrogen fixation also has implications for global sustainability since the manufacture of nitrogen fertiliser represents up to 2% of energy demands. The PI and CoI directed phase I, and now direct phase II, of a BBSRC Network in Industrial Biotechnology and Bioenergy with the express purpose of accelerating the exploitation of such advances in metals in biology to support biotechnology.

Technical Summary

We will determine intracellular availabilities of Zn and Co in Rhizobium leguminosarum as free energies for complex formation by establishing the sensitivities of cognate metal-detecting transcriptional regulators ZntR, Zur and DmeR. Parameters will be collected in order to solve the thermodynamic cycles of the sensors (to date this has only been done for the sensors of Salmonella and approximated in E. coli). Fe availability will also be approximated from the Fe-dependent activity of Rhizobium ferrochelatase. A (hybrid) Rhizobium metalation calculator will be created.

Expression of genes regulated by the Rhizobium sensors will be calibrated to read-out internal free energies for metalation. Intracellular metal availabilities will thus be determined in free-living cells and in nodules. The metals acquired by CobW, that supplies Co for vitamin B12 biosynthesis, will be calculated from differences in free energies for metal complex formation having measured the affinities (for Mn, Fe, Co, Ni, Zn and Cu) of Rhizobium MgGTPCobW. This will reveal whether or not, unlike heterologous CobW in engineered E. coli, Zn mis-metalation of Rhizobium CobW is avoided in the natural system.

CobW, DmeR, ZntR and Zur will be expressed, purified and prepared in forms suitable for determining metal-affinities and (for the metal-sensors) DNA-affinities. The number of molecules per cell of DmeR, ZntR and Zur will be measured by MRM-MS in cells grown under metal regimes that give maximum and minimum expression of the respective target genes. The sensitivities of the metal-sensors will provide insight into the extent to which intracellular metal availabilities show different, or broadly similar, ranges in different bacteria. The work will reveal whether the metal-affinities of metalloproteins such as CobW are tuned to a specific intracellular milieu, and then fine-tuned to normal growth conditions, with implications for 'metal-matching' of proteins and cells in biotechnology.
 
Description Intracellular cobalt and zinc availabilities (as free energies for complex formation) were estimated in Rhizobium along with the metal affinity of Rhizobium CobW (in magnesium GTP form). The native B12 pathway is calculated to be correctly metalated (>84%) with cobalt both in free living Rhizobium and within Rhizobium inside pea root nodules. This contrasts with predominant zinc mis-metalation when a B12 pathway (from Rhodobacter) is heterologously expressed in E. coli grown in LB media. Rhizobium and Rhodobacter CobW's have similar measured cobalt affinities, but intracellular cobalt availability is calculated to be higher in Rhizobium. Additionally, due to coincident progress in characterising a manganese protein which kinetically traps metals, here we have been able to predict and then directly confirm mis-metalation with iron when the manganese protein is heterologously expressed in E. coli (Nature Communications 2025, 16, 810). Notably, homologous E. coli proteins (YeiR and YjiA) were calculated to be correctly metalated (with zinc) but heterologous proteins (MncA, CbiK and CobW) all mis-metalated in E. coli grown in LB media. Significantly, all of these proteins are calculated to be predominantly metalated with their correct metals in E. coli grown in M9 medium (Metalation Calculators Version II plus archived data in BioRxiv: https://mib-nibb.webspace.durham.ac.uk/metalation-calculators/). Taken together, these discoveries support the hypothesis behind the research program: that metalation will not be a fait accompli in engineering biology because heterologously expressed proteins can become mis-matched to intracellular metal availabilities leading to mis-metalation. This creates opportunities to improve the activities of synthetic and natural metalloproteins in engineering biology by engineering correct metalation (as set out in a blog 'Decoding protein metalation and mis-metalation' https://communities.springernature.com/posts/decoding-protein-metalation-and-mis-metalation, and media coverage). We have released blue prints (https://www.nature.com/articles/s41467-025-56199-w) and second generation (version II) metalation calculators to help others optimise metalation with different elements in engineering biology (https://mib-nibb.webspace.durham.ac.uk/metalation-calculators/).
Exploitation Route Metalation blueprints (and associated web-based metalation calculators) can be used in Engineering Biology to optimise enzyme metalation for sustainable biomanufacturing. This can involve engineering target proteins(s) of interest or altering/engineering intracellular metal availabilities. An ability to make cellular protein metalation predictable and tractable to engineering has significance because half the reactions of life are catalysed by metallo-enzymes. Additionally, artificial metalloenzymes are being developed for exploitation, including via directed evolutionary methods.
Sectors Manufacturing

including Industrial Biotechology

URL https://mib-nibb.webspace.durham.ac.uk/metalation-calculators/
 
Description Metalation blueprints and version II of web-based metalation calculators have been made available for use by others to predict and engineer the speciation of protein metalation inside cells. This is especially important for the future success of Engineering Biology: Because metalation will not be a fait accompli in engineering biology where proteins can be mis-matched to metal availabilities. The ability to make cellular protein metalation predictable and tractable to engineering has significance because about a half of the reactions of life are catalysed by metallo-enzymes. We have given presentations to industrial biotechnology businesses through the E3B BBSRC NIBB and the ELEMENTAL EB hub, to disseminate these opportunities.
First Year Of Impact 2025
Sector Manufacturing, including Industrial Biotechology
Impact Types Economic

 
Description Engineering Biology Hub for environmental processing and recovery of metals; from contaminated land to industrial biotechnology in a circular economy (Extranet ref: OEFE3B015)
Amount £13,966,540 (GBP)
Funding ID BB/Y008456/1 
Organisation Biotechnology and Biological Sciences Research Council (BBSRC) 
Sector Public
Country United Kingdom
Start 02/2024 
End 02/2029
 
Title Metalation calculator as a web-based tool (version for conditional E. coli in 2023, simplified and extended Version II in 2025). 
Description The calculators allow metalation of proteins of known metal affinities to be estimated in an E. coli strain commonly used to produce recombinant proteins grown under each of four different conditions. 
Type Of Technology Webtool/Application 
Year Produced 2025 
Open Source License? Yes  
Impact The calculator has been used in publications of other research groups (internationally) and collaborative discussions suggest that work is ongoing by other users that takes advantage of the outputs of this tool. 
URL https://mib-nibb.webspace.durham.ac.uk/metalation-calculators/
 
Description 'Decoding metalation and mis-metalation' Nature Research Communities 
Form Of Engagement Activity Engagement focused website, blog or social media channel
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Industry/Business
Results and Impact The blog was linked to a paper in Nature Communications. The purpose was to draw attention to opportunities to engineer metalation in Biology. The aim was to raise awareness of how to predict and correct mis-metalation in engineered biology: Because metalloproteins drive the reactions of life and metalation is not a fait accompli in engineered cells. Nine media outlets subsequently ran articles about the work.
Year(s) Of Engagement Activity 2025
URL https://communities.springernature.com/posts/decoding-protein-metalation-and-mis-metalation#:~:text=...
 
Description Better B12: safer and sustainable production 
Form Of Engagement Activity Engagement focused website, blog or social media channel
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact Research at the Quadram Institute (involving collaborations with Durham University, see full article) has developed sustainable manufacturing processes for B12, helping address a growing global need for the synthesised vitamin.

Research led by Professor Martin Warren at the Quadram Institute and the University of Kent has led to several scientific and technological developments for sustainable vitamin B12 production. The traditional process for synthesising B12 uses bacteria and needs cyanide and cobalt, a heavy metal that is damaging to the environment. A novel strain of Escherichia coli (E. coli) was developed that required significantly less cobalt, leaving no surplus.

Further work produced a metalation calculator that enables producers to calculate the exact amount of cobalt needed. Used together, these developments could dramatically improve the sustainability of B12 production, with a much lower risk of environmental damage. This is also not just limited to cobalt, being potentially applicable to similar processes that use other damaging heavy metals.

With increasing levels of B12 deficiency due to changing diets and an ageing population, this improved production on an international scale will also address a growing need for the vitamin.
Year(s) Of Engagement Activity 2023
URL https://www.ukri.org/who-we-are/how-we-are-doing/research-outcomes-and-impact/bbsrc/better-b12-safer...
 
Description Industrial Biotechnology versus COVID-19 online event 
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 Industrial Biotechnology versus COVID-19 online event for approximately 100 attendees.

A 90-minute session to inspire early researchers about a career in industrial biotechnology including:.
Developing the Oxford vaccine | Sarah Gilbert & Catherine Green, University of Oxford
Manufacturing the Oxford AstraZeneca vaccine | Carol Knevelman, Oxford Biomedica
Developing mAbs for SARS-Cov-2 | Chris Sellick, Sanofi
Developing and manufacturing SARS-Cov-2 LFTs | Paul Davis, Mologic
Next-gen mRNA vaccines | Cleo Kontoravdi, Imperial College London
Year(s) Of Engagement Activity 2022
URL https://mib-nibb.webspace.durham.ac.uk/events/
 
Description One hundred and twenty community engagements to develop collaborations related to Industrial Biotechnology and Metals in Biology 
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 A series of over 120 events have been organised via the E3B BBSRC NIBB to plan new collaborations between academia and industry. The size of each event has varied from 3 to 120 attendees leading to a total for all events in excess of 500 individual attendances. In the final year of the network a large community event in Manchester brought together industry and research groups advancing the bio-recovery of technology-relevant metals, and an event in Durham (ca 100 attendees) brought together industry and academia with interests in metal-related engineering biology.
Year(s) Of Engagement Activity 2019,2020,2021,2022,2023,2024
URL https://mib-nibb.webspace.durham.ac.uk/
 
Description Presentation to Nobel symposium #168 Visions of bio-inorganic chemistry: metals and the molecules of life, Stockholm 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact The event included 30 pioneer lectures in Bioinorganic Chemistry with a similar number of International observers, leading to discussion about the future of the discipline plus a set of published articles (https://febs.onlinelibrary.wiley.com/toc/18733468/2023/597/1).
Year(s) Of Engagement Activity 2022
URL http://doi.org/10.1002/1873-3468.14559
 
Description Presentation to the International Conference on Trace Elements and Minerals, Aachen 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact A lecture was given to an international audience of individuals studying metals in biological systems leading to discussion and subsequent correspondence.
Year(s) Of Engagement Activity 2022
URL https://www.ukaachen.de/kliniken-institute/ictem/
 
Description Presentation's by PDRA Dr Sophie Clough at the Cell Biology of Metals Gordon Conference, and at the linked Gordon Research Seminar (two talks), Snow Mountain, Vermont, USA. 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Dr Clough's presentations increased awareness of the significance of understanding, and engineering, protein metalation in cells.
Year(s) Of Engagement Activity 2023
URL https://www.grc.org/cell-biology-of-metals-conference/2023/