Developing ex vivo structural biology using natural abundance NMR: the role of conformational dynamics in regulating protein metastability

Lead Research Organisation: University College London
Department Name: Structural Molecular Biology

Abstract

The efficient folding of proteins into their correct three-dimensional structures is essential for cellular function. In most cases this corresponds to the energetically most favourable state, but a number of metastable proteins fold instead to high energy conformations, which are primed to undergo large scale structural transformations when later required according to the particular function of the protein. Serpins are one such class of metastable proteins, of which the plasma glycoprotein alpha1-antitrypsin (AAT) is the prototypical example. Serpins comprise the most abundant family of protease inhibitors, and possess a molecular structure that is inherently dynamic: in the process of inhibiting their substrate protease, they undergo a dramatic change in shape from their initial metastable conformation. Clearly then, metastability is central to serpin function and conformational changes must be able to be triggered efficiently when required, and yet it is also their Achilles heel: spontaneous transitions can lead to misfolding or formation of polymeric aggregates, a process that is often associated with disease. Of the 35 serpin genes found in humans, nearly a third have a known involvement in hereditary disease, and five are known to form protein aggregates called polymers. However, despite many years of research the molecular mechanisms by which these transformations can be regulated remain poorly understood. It is our hypothesis that small-scale fluctuations ('dynamics') in the structure of the metastable native state may hold the key to this puzzle, and so this project is designed first to characterise the solution-state structure and dynamics of AAT molecules, and then to correlate these observations with the measured rates of conformational change.

Nuclear magnetic resonance (NMR) spectroscopy is an exceptionally powerful experimental technique for studying the structure and dynamics of proteins. However, NMR traditionally requires proteins to be expressed recombinantly within bacterial cells using specialised isotopic labelling techniques, and for a number of interesting molecules, including several variants of AAT, this is not currently possible. Instead, our preliminary data overturn this paradigm by showing we can measure high quality NMR spectra using AAT purified directly from human donors - including patients with rare, disease-associated mutations - without the need for isotopic labelling. Thus, for the first time we can study the solution-state structure and dynamics of ex vivo, natively glycosylated AAT molecules, and this has revealed widespread changes in the conformation of a disease-associated variant that were not observed using crystallographic approaches that confine molecules into a rigid lattice structure.

We propose to pursue these observations further, developing a new toolkit of NMR experiments to characterise structure and dynamics in these unlabelled ex vivo protein samples. We will investigate in detail the impact that mutations - associated with disease, or artificially designed - can have upon the structure and dynamics of the metastable serpin fold, and compare this with the effect the mutations have on both inhibitory activity and the misfolding and polymerisation processes.

In correlating the solution structure and dynamics of AAT variants with serpin function and dysfunction, our research will address the longstanding problem of how structural changes within metastable proteins can be regulated, and this may ultimately lead to a new mechanistic basis for the design of inhibitors of serpin misfolding. More broadly, the new NMR methodologies that we will develop in this project will provide a platform that can be readily extended to ex vivo structural biology of other previously inaccessible protein systems.

Technical Summary

The conformational dynamics of metastable proteins (proteins that are kinetically but not thermodynamically stable) pose a fascinating problem of regulation, for while efficient transitions to the thermodynamic ground state are intrinsic to their function, spontaneous transitions must be effectively suppressed. Serpins are one such class, of which the plasma glycoprotein alpha1-antitrypsin (AAT) is the prototypical example. Mutations in AAT, identified from their association with pathology and the formation of inactive monomers or polymers, provide a valuable basis for understanding the interplay between structure, dynamics and function in this protein family.

NMR is a natural tool for studying protein dynamics, but many AAT variants cannot be expressed recombinantly with isotopic labelling. However, we show here that high quality spectra can be acquired using NMR measurements of ex vivo, patient-derived and natively glycosylated AAT at natural isotopic abundance. This reveals widespread changes in the solution-state conformation of a disease-associated variant not observed using crystallographic approaches.

We propose to pursue these observations further, to study the impact of mutations on the conformation and dynamics of AAT to regulate its function and dysfunction. We will define microscopic mechanisms of AAT conformational change, and test our hypothesis that access to different conformations is directly correlated with intermediate state populations determined through dynamical studies.

In correlating the solution structure and dynamics of AAT variants with serpin function and dysfunction, we will address the longstanding problem of how energy landscapes of metastable proteins can be sculpted and regulated, which may lead to new approaches for inhibiting serpin misfolding. More broadly, the NMR approaches we develop will provide a platform that can be readily extended to ex vivo structural biology of other previously inaccessible protein systems.

Planned Impact

Our proposed research fits closely with the goal of the BBSRC to support fundamental discoveries in basic bioscience, and in particularly structural biology and technology development, but in addition to a wide range of direct academic beneficiaries our proposal has a number of potential economic and societal impacts:

1. Improving health and well-being.
The misfolding and polymerisation of the Z variant of AAT leads to its depletion from the blood and accumulation of polymers in the liver, resulting in liver cirrhosis and COPD respectively, and currently there are no specific therapies to block protein misfolding and polymerisation. The insights into AAT conformational dynamics and function that we will obtain may lead to the development of new generations of allosteric modulations and inhibitors of serpin function or misfolding, and the Lomas group is well positioned to support this development through an MRC programme grant and close links with industry and spin-out companies.
In addition, the new NMR methodologies we develop will be applicable to a range of other interesting systems, and may set the stage for future drug discovery strategies based upon ex vivo NMR spectroscopy. As a new field within NMR the potential for impact at this early stage is particularly high and to this end we will endeavour to disseminate and publicise our results and methods as widely as possible.

2. Enhancing research capacity, knowledge and skills within industry and the public sector.
In addition to potential applications towards drug discovery, the high-resolution natural abundance NMR methods we develop in this project may be of utility in areas of biotechnology, and particularly, to the characterisation and quality control of antibodies and biosimilars. We will attend industry conferences to disseminate our results, and identify and engage with relevant companies and organisations to whom such strategies will appeal (e.g. the National Institute of Biological Standards and Control, the National Institute of Standards and Technology (USA), and Prof Paul Dalby (UCL) and UCB, with whom interactions have been established via a previous BBSRC-BRIC grant).

3. Commercialisation and exploitation of scientific knowledge.
DAL and JI are involved in a spin-out company to pursue some promising ligand inhibitors of AAT polymerisation. The current proposal will facilitate a significant role for ex vivo NMR of AAT in such pursuits. Potential wealth creation to the UK could arise through successful commercialisation and the opportunity exists to take a similar approach to other diseases that result from protein misfolding and aggregation. If successful approaches could be adopted for related serpinopathies, particularly the dementia FENIB that results from polymerisation of mutants of neuroserpin.

4. Providing a scientifically well-trained professional workforce.
UCL has a very strong emphasis on research-based teaching - lectures and workshops on the results of the proposed study will potentially enthuse the researchers of the future. Additionally, through the exploration of challenging molecular systems that necessitate cutting edge NMR development at its core, this proposal addresses a shortage of highly skilled NMR spectroscopists in the workforce, scientists who can, for example leverage the recent major RCUK investment (>£20M) in high field NMR.

5. Increasing public engagement with research.
Public interest in science is inherently culturally enriching, and we will participate in public UCL lunchtime seminars and school outreach events (e.g., Sutton Residential Summer School). We will also engage directly with patients at the London AAT Deficiency Service and with the UK charity Alpha-1 Awareness (with which links are already closely established within the DAL group and, through previous fundraising activities, the researcher co-I Dr Chris Waudby) to raise awareness of our research and discoveries to this key stakeholder group.

Publications

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Waudby CA (2022) Thermodynamics of co-translational folding and ribosome-nascent chain interactions. in Current opinion in structural biology

 
Description We have developed a novel field of study, namely of high-resolution ex vivo NMR spectroscopy on natural abundance ex vivo samples.
We have applied high-resolution ex vivo NMR spectroscopy to provide a residue specific analysis of patient samples of human Z a1-antitrypsin. This species was previously intractable to detailed study in solution due to its rapid aggregation when produced recombinantly. The ex vivo sample is natively glycosylated allowing the impact of the glycan to be considered
We have developed a novel field of study, namely of high-resolution ex vivo NMR spectroscopy on natural abundance ex vivo samples. We have applied high-resolution ex vivo NMR spectroscopy to provide a residue specific analysis of patient samples of human Z a1-antitrypsin. This species was previously intractable to detailed study in solution due to its rapid aggregation when produced recombinantly. The ex vivo sample is natively glycosylated allowing the impact of the glycan to be considered We have used this strategy to observe an interaction of a therapeutic candidate molecule human Z a1-antitrypsin. This strong binder acts by stabilizing a disease-associated intermediate state that appears on pathway to polymerisation. This finding suggests a potential paradoxical approach to the targeted treatment of protein misfolding disorders. Specifically for AAT it is allowing the structural characterization of new protein targets for rational design of inhibitors. For example it work has informed ongoing work (by David Lomas, co-I on this and supported by an MRC Programme Award) for the development of a small molecule that corrects misfolding and increases secretion of Z a1-antitrypsin

We have made significant progress in establishing NMR spectroscopy as a vital tool in the study of a1-antitrypsin deficiency. Using a complete methyl assignment of the recombinant protein to underpin an NMR analysis of cleaved- and polymeric AAT (ongoing) is permitting a drug screen to the latter species. It has also underpinned the development of NMR methods to aid the characterization of ex vivo NMR samples and to monitor AAT polymerisation kinetics
Exploitation Route The small molecule ligand employed in this study is now being taken forwards by a spinout company associated with David Lomas (CoI). The insights into the binding mechanism of this compound that we determined, i.e. that binding occurs to the disease-associated intermediate state through a conformational selection mechanism are expected to be of value as the compound is developed towards clinical trials. The new experimental methods that we have developed for the analysis of dynamics in methyl-bearing side chains has found widespread interest within the community, exemplified through a range of invited talks, that we hope will find increasing use for the study of a variety of large biomolecular systems by NMR. The associated analysis toolkit, NMRTools.jl, although relatively new, is also starting to be used by a variety of groups locally and internationally, and efforts are ongoing to develop this further through an open source community.
Sectors Pharmaceuticals and Medical Biotechnology

 
Description Our understanding of the surprising mode of action of the small molecule ligand we have studied here - binding and stabilising a disease-associated intermediate state - are informing the development of the compound in progression towards clinical trials. This may provide the first small molecule treatment of AAT deficiency, previously only curable through liver transplantation.
 
Description Accelerating fragment-based drug discovery using NMR spectroscopy (MRC DTP iCASE studentship)
Amount £116,072 (GBP)
Organisation Vernalis 
Sector Private
Country United Kingdom
Start 09/2022 
End 08/2026
 
Description Structural and cellular basis of alpha-1-antitrypsin (AT) deficiency and the serpinopathies
Amount £1,613,773 (GBP)
Funding ID MR/V034243/1 
Organisation Medical Research Council (MRC) 
Sector Public
Country United Kingdom
Start 12/2021 
End 11/2026
 
Title Data for: Analysis of Conformational Exchange Processes using Methyl-TROSY-Based Hahn Echo Measurements of Quadruple-Quantum Relaxation 
Description Raw experimental data used in the associated publication, 'Analysis of Conformational Exchange Processes using Methyl-TROSY-Based Hahn Echo Measurements of Quadruple-Quantum Relaxation'. 
Type Of Material Database/Collection of data 
Year Produced 2021 
Provided To Others? Yes  
Impact Raw experimental data underlying fundamental developments in NMR methodology, that will enable validation, reuse and refinement by other groups. 
URL https://doi.org/10.5281/zenodo.5559835
 
Title Methyl assignments of human M alpha1-antitrypsin 
Description High-resolution ex vivo NMR spectra of ex vivo human wild-type (M) alpha1-antitrypsin, and associated side-chain methyl resonance assignments. All raw experimental data have been deposited. 
Type Of Material Database/Collection of data 
Year Produced 2020 
Provided To Others? Yes  
Impact Acquisition and analysis of high-resolution ex vivo NMR spectra of alpha1-antitrypsin variants was a key aim of the proposal, and their analysis has revealed the existence of a highly-populated intermediate state within the disease-associated Z variant (Jagger, Waudby et al. Nat Commun 2020). 
URL https://bmrb.io/data_library/summary/index.php?bmrbId=50532
 
Title Methyl assignments of human M alpha1-antitrypsin bound to GSK716 
Description High-resolution ex vivo NMR spectra of ex vivo human wild-type (M) alpha1-antitrypsin bound to the small molecule inhibitor GSK716, and associated side-chain methyl resonance assignments. All raw experimental data have been deposited. 
Type Of Material Database/Collection of data 
Year Produced 2020 
Provided To Others? Yes  
Impact Acquisition and analysis of high-resolution ex vivo NMR spectra of alpha1-antitrypsin variants was a key aim of the proposal, and their analysis has revealed the existence of a highly-populated intermediate state within the disease-associated Z variant (Jagger, Waudby et al. Nat Commun 2020). 
URL https://bmrb.io/data_library/summary/index.php?bmrbId=50533
 
Title Methyl assignments of human S alpha1-antitrypsin 
Description High-resolution ex vivo NMR spectra of ex vivo human S (disease-associated) alpha1-antitrypsin, and associated side-chain methyl resonance assignments. All raw experimental data have been deposited. 
Type Of Material Database/Collection of data 
Year Produced 2020 
Provided To Others? Yes  
Impact Acquisition and analysis of high-resolution ex vivo NMR spectra of alpha1-antitrypsin variants was a key aim of the proposal, and their analysis has revealed the existence of a highly-populated intermediate state within the disease-associated Z variant (Jagger, Waudby et al. Nat Commun 2020). 
URL https://bmrb.io/data_library/summary/index.php?bmrbId=50536
 
Title Methyl assignments of human Z alpha1-antitrypsin 
Description High-resolution ex vivo NMR spectra of ex vivo human Z (disease-associated) alpha1-antitrypsin, and associated side-chain methyl resonance assignments. All raw experimental data have been deposited. 
Type Of Material Database/Collection of data 
Year Produced 2020 
Provided To Others? Yes  
Impact Acquisition and analysis of high-resolution ex vivo NMR spectra of alpha1-antitrypsin variants was a key aim of the proposal, and their analysis has revealed the existence of a highly-populated intermediate state within the disease-associated Z variant (Jagger, Waudby et al. Nat Commun 2020). 
URL https://bmrb.io/data_library/summary/index.php?bmrbId=50534
 
Title Methyl assignments of human Z alpha1-antitrypsin bound to GSK716 
Description High-resolution ex vivo NMR spectra of ex vivo human Z (disease-associated) alpha1-antitrypsin bound to the small molecule inhibitor GSK716, and associated side-chain methyl resonance assignments. All raw experimental data have been deposited. 
Type Of Material Database/Collection of data 
Year Produced 2020 
Provided To Others? Yes  
Impact Acquisition and analysis of high-resolution ex vivo NMR spectra of alpha1-antitrypsin variants was a key aim of the proposal, and their analysis has revealed the existence of a highly-populated intermediate state within the disease-associated Z variant (Jagger, Waudby et al. Nat Commun 2020). 
URL https://bmrb.io/data_library/summary/index.php?bmrbId=50535
 
Title Methyl assignments of recombinant wild-type human alpha1-antitrypsin 
Description A complete assignment of side-chain methyl resonances in human recombinant wild-type alpha1-antitrypsin 
Type Of Material Database/Collection of data 
Year Produced 2020 
Provided To Others? Yes  
Impact Assignment of methyl resonances in recombinant alpha1-antitrypsin underlies the entirety of our ongoing efforts to characterise structure and dynamics of intermediate formation within both recombinant and ex vivo, and wild-type and disease-associated variants. 
URL https://bmrb.io/data_library/summary/index.php?bmrbId=50530
 
Title Methyl assignments of recombinant wild-type human alpha1-antitrypsin bound to GSK716 
Description A complete assignment of side-chain methyl resonances in human recombinant wild-type alpha1-antitrypsin bound to the newly-discovered small molecule inhibitor of polymerisation, GSK716. 
Type Of Material Database/Collection of data 
Year Produced 2020 
Provided To Others? Yes  
Impact Assignment of methyl resonances in inhibitor-bound recombinant alpha1-antitrypsin has proven central to interpreting ex vivo NMR spectra of alpha1-antitrypsin variants, revealing the existence of a highly-populated intermediate state within the disease-associated Z variant (Jagger, Waudby et al. Nat Commun 2020). 
URL https://bmrb.io/data_library/summary/index.php?bmrbId=50531
 
Title NMR TITAN 
Description On-going development and maintenance (by RCo-I Dr Waudby) of NMR TITAN, an easy-to-use software package for the 2D lineshape analysis of NMR titration data 
Type Of Technology Software 
Year Produced 2017 
Impact Currently TITAN has over 500 users across 200 labs worldwide. The development of the software has spurred several ongoing collaborations with academia and industry, as well as ongoing technical developments. 
URL http://www.nmr-titan.com
 
Title NMRTools.jl 
Description NMRTools.jl is a simple library for importing and plotting NMR data in the emerging high-performance language Julia. 
Type Of Technology Software 
Year Produced 2021 
Open Source License? Yes  
Impact This library has been used to support data analysis in several projects (Waudby CA, Christodoulou J. Magn Reson 777-793, 2021, with further articles under review). It has been so far been 'starred' by 5 users indicating its utility to their own efforts (e.g. National High Magnetic Field Laboratory). 
URL https://github.com/chriswaudby/NMRTools.jl/
 
Title QQ Hahn Echo and CPMG analysis 
Description Code for 'Analysis of Conformational Exchange Processes using Methyl-TROSY-Based Hahn Echo Measurements of Quadruple-Quantum Relaxation'. This repository contains code for three analyses: • hahnecho-analysis - analysis of field-dependent Hahn echo measurements for single residues (Fig. 5 in publication) • hahnecho-cpmg-analysis - global fitting of Hahn echo and CPMG data (Fig. 6 in publication) • pseudo3d-fitting - pseudo-3D lineshape fitting for determination of S2tc and 13C CSA (Fig. 3 in publication) Pulse sequences and processing scripts are also provided in the pp directory. 
Type Of Technology Software 
Year Produced 2021 
Open Source License? Yes  
Impact This software provides other NMR users with an implementation of the new analysis techniques described in our publication 'Analysis of Conformational Exchange Processes using Methyl-TROSY-Based Hahn Echo Measurements of Quadruple-Quantum Relaxation'. 
URL https://github.com/chriswaudby/qq-hahnecho/
 
Description Diversithon 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Postgraduate students
Results and Impact Participation on Wednesday 26 June in a 'Diversithon' at the Francis Crick Institute, focused on making or improving Wikipedia entries of notable BAME scientists, clinicians and inventors. This event provided training for contributing and editing Wikipedia pages, and then as a group we created a series of new entries for underrepresented scientists. In my case, I created a page for Jane Catherine Ngila (https://en.wikipedia.org/wiki/Jane_Catherine_Ngila). The event was successful in creating dozens of new pages, but also stimulated my own awareness of the importance of representation for BAME researchers, and influenced my thoughts and behaviour following this workshop.
Year(s) Of Engagement Activity 2019
URL https://www.crick.ac.uk/whats-on/diversithon-0
 
Description I'm a Scientist, get me out of here! 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Schools
Results and Impact I'm a Scientist is a student-led STEM enrichment activity. It connects school students with scientists through energetic real-time text-based Chats. In this event, 865 students from 19 schools across the UK logged into the Orange Zone for 4 weeks from 4 to 28 May 2021. 58% of active students were from target schools: 43% from widening participation schools and 19% from underserved schools. Between the 29 scientists participating in the event, we interacted with students by writing 9,638 lines of live chat, and providing 287 answers to 314 posted questions. Students discovered what working in science entails, including that there are lots of different types of science, and it's not all lab work. Students were also interested in what the scientists do outside of work. Understanding that scientists are "regular people" helps students relate to them.
Year(s) Of Engagement Activity 2021
URL https://about.imascientist.org.uk/files/2021/06/Orange-Zone-Report-May-2021.pdf
 
Description UCL It's All Academic festival 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Public/other audiences
Results and Impact Lecture and live demonstration of NMR analysis to an audience of ca. 60 as part of the UCL It's All Academic! festival. This talk described the work being carried out by us on ex vivo NMR as part of this grant, our association with clinical patients, and through a live demonstration by videoconference with our NMR laboratory, demonstrated the metabolomic analysis of urine samples. In doing this, we were also able to engage three PhD students and two undergraduates in the demonstration event, providing an introduction to public engagement events. The lecture led to a lively discussion afterwards about the prospects, potential and economics of integrating NMR methods more closely with clinical care.
Year(s) Of Engagement Activity 2019
URL https://www.ucl.ac.uk/campaign/festival/its-all-academic-festival-saturday-5-october-2019-10am-4pm