1
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Skrajna A, Bodrug T, Martinez-Chacin RC, Fisher CB, Welsh KA, Simmons HC, Arteaga EC, Simmons JM, Nasr MA, LaPak KM, Nguyen A, Huynh MT, Fargo I, Welfare JG, Zhao Y, Lawrence DS, Goldfarb D, Brown NG, McGinty RK. APC/C-mediated ubiquitylation of extranucleosomal histone complexes lacking canonical degrons. Nat Commun 2025; 16:2561. [PMID: 40089476 PMCID: PMC11910654 DOI: 10.1038/s41467-025-57384-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2024] [Accepted: 02/20/2025] [Indexed: 03/17/2025] Open
Abstract
Non-degradative histone ubiquitylation plays a myriad of well-defined roles in the regulation of gene expression and choreographing DNA damage repair pathways. In contrast, the contributions of degradative histone ubiquitylation on genomic processes has remained elusive. Recently, the APC/C has been shown to ubiquitylate histones to regulate gene expression in pluripotent cells, but the molecular mechanism is unclear. Here we show that despite directly binding to the nucleosome through subunit APC3, the APC/C is unable to ubiquitylate nucleosomal histones. In contrast, extranucleosomal H2A/H2B and H3/H4 complexes are broadly ubiquitylated by the APC/C in an unexpected manner. Using a combination of cryo-electron microscopy (cryo-EM) and biophysical and enzymatic assays, we demonstrate that APC8 and histone tails direct APC/C-mediated polyubiquitylation of core histones in the absence of traditional APC/C substrate degron sequences. Taken together, our work implicates APC/C-nucleosome tethering in the degradation of diverse chromatin-associated proteins and extranucleosomal histones for the regulation of transcription and the cell cycle and for preventing toxicity due to excess histone levels.
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Affiliation(s)
- Aleksandra Skrajna
- Division of Chemical Biology and Medicinal Chemistry and Center for Integrated Chemical Biology and Drug Discovery, UNC Eshelman School of Pharmacy, University of North Carolina, Chapel Hill, NC, USA
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC, USA
- Department of Chemistry and Biochemistry, University of California, Santa Cruz, CA, USA
| | - Tatyana Bodrug
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC, USA
- Department of Biochemistry and Biophysics, UNC School of Medicine, University of North Carolina, Chapel Hill, NC, USA
| | - Raquel C Martinez-Chacin
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC, USA
- Department of Pharmacology, UNC School of Medicine, University of North Carolina, Chapel Hill, NC, USA
| | - Caleb B Fisher
- Department of Biochemistry and Biophysics, UNC School of Medicine, University of North Carolina, Chapel Hill, NC, USA
| | - Kaeli A Welsh
- Department of Pharmacology, UNC School of Medicine, University of North Carolina, Chapel Hill, NC, USA
| | - Holly C Simmons
- Division of Chemical Biology and Medicinal Chemistry and Center for Integrated Chemical Biology and Drug Discovery, UNC Eshelman School of Pharmacy, University of North Carolina, Chapel Hill, NC, USA
| | - Eyla C Arteaga
- Division of Chemical Biology and Medicinal Chemistry and Center for Integrated Chemical Biology and Drug Discovery, UNC Eshelman School of Pharmacy, University of North Carolina, Chapel Hill, NC, USA
| | - Jake M Simmons
- Division of Chemical Biology and Medicinal Chemistry and Center for Integrated Chemical Biology and Drug Discovery, UNC Eshelman School of Pharmacy, University of North Carolina, Chapel Hill, NC, USA
- Department of Biochemistry and Biophysics, UNC School of Medicine, University of North Carolina, Chapel Hill, NC, USA
| | - Mohamed A Nasr
- Curriculum in Genetics and Molecular Biology, University of North Carolina, Chapel Hill, NC, USA
| | - Kyle M LaPak
- Department of Cell Biology and Physiology, Washington University School of Medicine, St. Louis, MO, USA
| | - Anh Nguyen
- Department of Cell Biology and Physiology, Washington University School of Medicine, St. Louis, MO, USA
| | - Mai T Huynh
- Division of Chemical Biology and Medicinal Chemistry and Center for Integrated Chemical Biology and Drug Discovery, UNC Eshelman School of Pharmacy, University of North Carolina, Chapel Hill, NC, USA
| | - Isabel Fargo
- Division of Chemical Biology and Medicinal Chemistry and Center for Integrated Chemical Biology and Drug Discovery, UNC Eshelman School of Pharmacy, University of North Carolina, Chapel Hill, NC, USA
| | - Joshua G Welfare
- Division of Chemical Biology and Medicinal Chemistry and Center for Integrated Chemical Biology and Drug Discovery, UNC Eshelman School of Pharmacy, University of North Carolina, Chapel Hill, NC, USA
| | - Yani Zhao
- Division of Chemical Biology and Medicinal Chemistry and Center for Integrated Chemical Biology and Drug Discovery, UNC Eshelman School of Pharmacy, University of North Carolina, Chapel Hill, NC, USA
| | - David S Lawrence
- Division of Chemical Biology and Medicinal Chemistry and Center for Integrated Chemical Biology and Drug Discovery, UNC Eshelman School of Pharmacy, University of North Carolina, Chapel Hill, NC, USA
- Department of Pharmacology, UNC School of Medicine, University of North Carolina, Chapel Hill, NC, USA
- Department of Chemistry, University of North Carolina, Chapel Hill, NC, USA
| | - Dennis Goldfarb
- Curriculum in Genetics and Molecular Biology, University of North Carolina, Chapel Hill, NC, USA
- Institute for Informatics, Washington University School of Medicine, St. Louis, MO, USA
| | - Nicholas G Brown
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC, USA.
- Department of Pharmacology, UNC School of Medicine, University of North Carolina, Chapel Hill, NC, USA.
| | - Robert K McGinty
- Division of Chemical Biology and Medicinal Chemistry and Center for Integrated Chemical Biology and Drug Discovery, UNC Eshelman School of Pharmacy, University of North Carolina, Chapel Hill, NC, USA.
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC, USA.
- Department of Biochemistry and Biophysics, UNC School of Medicine, University of North Carolina, Chapel Hill, NC, USA.
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2
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Burnap SA, Calvaresi V, Cabrera G, Pousa S, Limonta M, Ramos Y, González LJ, Harvey DJ, Struwe WB. Structural and Functional Glycosylation of the Abdala COVID-19 Vaccine. Glycobiology 2025; 35:cwaf001. [PMID: 39799562 PMCID: PMC11758712 DOI: 10.1093/glycob/cwaf001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2024] [Revised: 01/02/2025] [Accepted: 01/20/2025] [Indexed: 01/15/2025] Open
Abstract
Abdala is a COVID-19 vaccine produced in Pichia pastoris and is based on the receptor-binding domain (RBD) of the SARS-CoV-2 spike. Abdala is currently approved for use in multiple countries with clinical trials confirming its safety and efficacy in preventing severe illness and death. Although P. pastoris is used as an expression system for protein-based vaccines, yeast glycosylation remains largely uncharacterised across immunogens. Here, we characterise N-glycan structures and their site of attachment on Abdala and show how yeast-specific glycosylation decreases binding to the ACE2 receptor and a receptor-binding motif (RBM) targeting antibody compared to the equivalent mammalian-derived RBD. Reduced receptor and antibody binding is attributed to changes in conformational dynamics resulting from N-glycosylation. These data highlight the critical importance of glycosylation in vaccine design and demonstrate how individual glycans can influence host interactions and immune recognition via protein structural dynamics.
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Affiliation(s)
- Sean A Burnap
- Department of Biochemistry, Dorothy Crowfoot Hodgkin Building, University of Oxford, South Parks Road, Oxford, OX1 3QU, United Kingdom
- The Kavli Institute for Nanoscience Discovery, Dorothy Crowfoot Hodgkin Building, South Parks Road, Oxford, OX1 3QU, United Kingdom
| | - Valeria Calvaresi
- Department of Biochemistry, Dorothy Crowfoot Hodgkin Building, University of Oxford, South Parks Road, Oxford, OX1 3QU, United Kingdom
- The Kavli Institute for Nanoscience Discovery, Dorothy Crowfoot Hodgkin Building, South Parks Road, Oxford, OX1 3QU, United Kingdom
| | - Gleysin Cabrera
- Center for Genetic Engineering and Biotechnology, Avenida 31 e/ 158 y 190. Cubanacán. Playa. Havana, 11600, Cuba
| | - Satomy Pousa
- Center for Genetic Engineering and Biotechnology, Avenida 31 e/ 158 y 190. Cubanacán. Playa. Havana, 11600, Cuba
| | - Miladys Limonta
- Center for Genetic Engineering and Biotechnology, Avenida 31 e/ 158 y 190. Cubanacán. Playa. Havana, 11600, Cuba
| | - Yassel Ramos
- Center for Genetic Engineering and Biotechnology, Avenida 31 e/ 158 y 190. Cubanacán. Playa. Havana, 11600, Cuba
| | - Luis Javier González
- Center for Genetic Engineering and Biotechnology, Avenida 31 e/ 158 y 190. Cubanacán. Playa. Havana, 11600, Cuba
| | - David J Harvey
- Department of Biochemistry, Dorothy Crowfoot Hodgkin Building, University of Oxford, South Parks Road, Oxford, OX1 3QU, United Kingdom
- The Kavli Institute for Nanoscience Discovery, Dorothy Crowfoot Hodgkin Building, South Parks Road, Oxford, OX1 3QU, United Kingdom
| | - Weston B Struwe
- Department of Biochemistry, Dorothy Crowfoot Hodgkin Building, University of Oxford, South Parks Road, Oxford, OX1 3QU, United Kingdom
- The Kavli Institute for Nanoscience Discovery, Dorothy Crowfoot Hodgkin Building, South Parks Road, Oxford, OX1 3QU, United Kingdom
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3
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Asor R, Olerinyova A, Burnap SA, Kushwah MS, Soltermann F, Rudden LS, Hensen M, Vasiljevic S, Brun J, Hill M, Chang L, Dejnirattisai W, Supasa P, Mongkolsapaya J, Zhou D, Stuart DI, Screaton GR, Degiacomi MT, Zitzmann N, Benesch JLP, Struwe WB, Kukura P. Oligomerization-driven avidity correlates with SARS-CoV-2 cellular binding and inhibition. Proc Natl Acad Sci U S A 2024; 121:e2403260121. [PMID: 39298475 PMCID: PMC11459207 DOI: 10.1073/pnas.2403260121] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2024] [Accepted: 06/28/2024] [Indexed: 09/21/2024] Open
Abstract
Cellular processes are controlled by the thermodynamics of the underlying biomolecular interactions. Frequently, structural investigations use one monomeric binding partner, while ensemble measurements of binding affinities generally yield one affinity representative of a 1:1 interaction, despite the majority of the proteome consisting of oligomeric proteins. For example, viral entry and inhibition in SARS-CoV-2 involve a trimeric spike surface protein, a dimeric angiotensin-converting enzyme 2 (ACE2) cell-surface receptor and dimeric antibodies. Here, we reveal that cooperativity correlates with infectivity and inhibition as opposed to 1:1 binding strength. We show that ACE2 oligomerizes spike more strongly for more infectious variants, while exhibiting weaker 1:1 affinity. Furthermore, we find that antibodies use induced oligomerization both as a primary inhibition mechanism and to enhance the effects of receptor-site blocking. Our results suggest that naive affinity measurements are poor predictors of potency, and introduce an antibody-based inhibition mechanism for oligomeric targets. More generally, they point toward a much broader role of induced oligomerization in controlling biomolecular interactions.
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Affiliation(s)
- Roi Asor
- Physical and Theoretical Chemistry, Department of Chemistry, University of Oxford, Oxford OX1 3QZ, United Kingdom
- The Kavli Institute for Nanoscience Discovery, Dorothy Crowfoot Hodgkin Building, University of Oxford, OxfordOX1 3QU, United Kingdom
| | - Anna Olerinyova
- Physical and Theoretical Chemistry, Department of Chemistry, University of Oxford, Oxford OX1 3QZ, United Kingdom
- The Kavli Institute for Nanoscience Discovery, Dorothy Crowfoot Hodgkin Building, University of Oxford, OxfordOX1 3QU, United Kingdom
| | - Sean A. Burnap
- The Kavli Institute for Nanoscience Discovery, Dorothy Crowfoot Hodgkin Building, University of Oxford, OxfordOX1 3QU, United Kingdom
- Department of Biochemistry, University of Oxford, OxfordOX1 3QU, United Kingdom
| | - Manish S. Kushwah
- Physical and Theoretical Chemistry, Department of Chemistry, University of Oxford, Oxford OX1 3QZ, United Kingdom
- The Kavli Institute for Nanoscience Discovery, Dorothy Crowfoot Hodgkin Building, University of Oxford, OxfordOX1 3QU, United Kingdom
| | - Fabian Soltermann
- Physical and Theoretical Chemistry, Department of Chemistry, University of Oxford, Oxford OX1 3QZ, United Kingdom
- The Kavli Institute for Nanoscience Discovery, Dorothy Crowfoot Hodgkin Building, University of Oxford, OxfordOX1 3QU, United Kingdom
| | - Lucas S.P. Rudden
- Department of Physics, Durham University, DurhamDH1 3LE, United Kingdom
| | - Mario Hensen
- The Kavli Institute for Nanoscience Discovery, Dorothy Crowfoot Hodgkin Building, University of Oxford, OxfordOX1 3QU, United Kingdom
- Department of Biochemistry, University of Oxford, OxfordOX1 3QU, United Kingdom
| | - Snežana Vasiljevic
- The Kavli Institute for Nanoscience Discovery, Dorothy Crowfoot Hodgkin Building, University of Oxford, OxfordOX1 3QU, United Kingdom
- Department of Biochemistry, University of Oxford, OxfordOX1 3QU, United Kingdom
| | - Juliane Brun
- The Kavli Institute for Nanoscience Discovery, Dorothy Crowfoot Hodgkin Building, University of Oxford, OxfordOX1 3QU, United Kingdom
- Department of Biochemistry, University of Oxford, OxfordOX1 3QU, United Kingdom
| | - Michelle Hill
- The Kavli Institute for Nanoscience Discovery, Dorothy Crowfoot Hodgkin Building, University of Oxford, OxfordOX1 3QU, United Kingdom
- Department of Biochemistry, University of Oxford, OxfordOX1 3QU, United Kingdom
| | - Liu Chang
- Wellcome Centre for Human Genetics, Nuffield Department of Medicine, University of Oxford, OxfordOX3 7BN, United Kingdom
- Chinese Academy of Medical Science Oxford Institute, University of Oxford, OxfordOX3 7FZ, United Kingdom
| | - Wanwisa Dejnirattisai
- Wellcome Centre for Human Genetics, Nuffield Department of Medicine, University of Oxford, OxfordOX3 7BN, United Kingdom
- Division of Emerging Infectious Disease, Research Department, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkoknoi, Bangkok10700, Thailand
| | - Piyada Supasa
- Wellcome Centre for Human Genetics, Nuffield Department of Medicine, University of Oxford, OxfordOX3 7BN, United Kingdom
| | - Juthathip Mongkolsapaya
- Wellcome Centre for Human Genetics, Nuffield Department of Medicine, University of Oxford, OxfordOX3 7BN, United Kingdom
- Chinese Academy of Medical Science Oxford Institute, University of Oxford, OxfordOX3 7FZ, United Kingdom
| | - Daming Zhou
- Division of Structural Biology, Wellcome Centre for Human Genetics, University of Oxford, OxfordOX3 7BN, United Kingdom
| | - David I. Stuart
- Division of Structural Biology, Wellcome Centre for Human Genetics, University of Oxford, OxfordOX3 7BN, United Kingdom
- Diamond Light Source (United Kingdom), Harwell Science and Innovation Campus, DidcotOX110DE, United Kingdom
| | - Gavin R. Screaton
- Wellcome Centre for Human Genetics, Nuffield Department of Medicine, University of Oxford, OxfordOX3 7BN, United Kingdom
- Oxford University Hospitals National Health Service Foundation Trust, OxfordOX3 7JH, United Kingdom
| | | | - Nicole Zitzmann
- The Kavli Institute for Nanoscience Discovery, Dorothy Crowfoot Hodgkin Building, University of Oxford, OxfordOX1 3QU, United Kingdom
- Department of Biochemistry, University of Oxford, OxfordOX1 3QU, United Kingdom
| | - Justin L. P. Benesch
- Physical and Theoretical Chemistry, Department of Chemistry, University of Oxford, Oxford OX1 3QZ, United Kingdom
- The Kavli Institute for Nanoscience Discovery, Dorothy Crowfoot Hodgkin Building, University of Oxford, OxfordOX1 3QU, United Kingdom
| | - Weston B. Struwe
- The Kavli Institute for Nanoscience Discovery, Dorothy Crowfoot Hodgkin Building, University of Oxford, OxfordOX1 3QU, United Kingdom
- Department of Biochemistry, University of Oxford, OxfordOX1 3QU, United Kingdom
| | - Philipp Kukura
- Physical and Theoretical Chemistry, Department of Chemistry, University of Oxford, Oxford OX1 3QZ, United Kingdom
- The Kavli Institute for Nanoscience Discovery, Dorothy Crowfoot Hodgkin Building, University of Oxford, OxfordOX1 3QU, United Kingdom
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4
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Buckland B, Sanyal G, Ranheim T, Pollard D, Searles JA, Behrens S, Pluschkell S, Josefsberg J, Roberts CJ. Vaccine process technology-A decade of progress. Biotechnol Bioeng 2024; 121:2604-2635. [PMID: 38711222 DOI: 10.1002/bit.28703] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2023] [Revised: 03/04/2024] [Accepted: 03/14/2024] [Indexed: 05/08/2024]
Abstract
In the past decade, new approaches to the discovery and development of vaccines have transformed the field. Advances during the COVID-19 pandemic allowed the production of billions of vaccine doses per year using novel platforms such as messenger RNA and viral vectors. Improvements in the analytical toolbox, equipment, and bioprocess technology have made it possible to achieve both unprecedented speed in vaccine development and scale of vaccine manufacturing. Macromolecular structure-function characterization technologies, combined with improved modeling and data analysis, enable quantitative evaluation of vaccine formulations at single-particle resolution and guided design of vaccine drug substances and drug products. These advances play a major role in precise assessment of critical quality attributes of vaccines delivered by newer platforms. Innovations in label-free and immunoassay technologies aid in the characterization of antigenic sites and the development of robust in vitro potency assays. These methods, along with molecular techniques such as next-generation sequencing, will accelerate characterization and release of vaccines delivered by all platforms. Process analytical technologies for real-time monitoring and optimization of process steps enable the implementation of quality-by-design principles and faster release of vaccine products. In the next decade, the field of vaccine discovery and development will continue to advance, bringing together new technologies, methods, and platforms to improve human health.
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Affiliation(s)
- Barry Buckland
- National Institute for Innovation in Manufacturing Biopharmaceuticals, University of Delaware, Newark, Delaware, USA
| | - Gautam Sanyal
- Vaccine Analytics, LLC, Kendall Park, New Jersey, USA
| | - Todd Ranheim
- Advanced Analytics Core, Resilience, Chapel Hill, North Carolina, USA
| | - David Pollard
- Sartorius, Corporate Research, Marlborough, Massachusetts, USA
| | | | - Sue Behrens
- Engineering and Biopharmaceutical Processing, Keck Graduate Institute, Claremont, California, USA
| | - Stefanie Pluschkell
- National Institute for Innovation in Manufacturing Biopharmaceuticals, University of Delaware, Newark, Delaware, USA
| | - Jessica Josefsberg
- Merck & Co., Inc., Process Research & Development, Rahway, New Jersey, USA
| | - Christopher J Roberts
- National Institute for Innovation in Manufacturing Biopharmaceuticals, University of Delaware, Newark, Delaware, USA
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5
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Eliadis P, Mais A, Papazisis A, Loxa EK, Dimitriadis A, Sarrigeorgiou I, Backovic M, Agallou M, Zouridakis M, Karagouni E, Lazaridis K, Mamalaki A, Lymberi P. Novel Competitive ELISA Utilizing Trimeric Spike Protein of SARS-CoV-2, Could Identify More Than RBD-RBM Specific Neutralizing Antibodies in Hybrid Sera. Vaccines (Basel) 2024; 12:914. [PMID: 39204038 PMCID: PMC11359269 DOI: 10.3390/vaccines12080914] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2024] [Revised: 08/05/2024] [Accepted: 08/06/2024] [Indexed: 09/03/2024] Open
Abstract
Since the initiation of the COVID-19 pandemic, there has been a need for the development of diagnostic methods to determine the factors implicated in mounting an immune response against the virus. The most promising indicator has been suggested to be neutralizing antibodies (nAbs), which mainly block the interaction between the Spike protein (S) of SARS-CoV-2 and the host entry receptor ACE2. In this study, we aimed to develop and optimize conditions of a competitive ELISA to measure serum neutralizing titer, using a recombinant trimeric Spike protein modified to have six additional proline residues (S(6P)-HexaPro) and h-ACE2. The results of our surrogate Virus Neutralizing Assay (sVNA) were compared against the commercial sVNT (cPass, Nanjing GenScript Biotech Co., Nanjing City, China), using serially diluted sera from vaccinees, and a high correlation of ID50-90 titer values was observed between the two assays. Interestingly, when we tested and compared the neutralizing activity of sera from eleven fully vaccinated individuals who subsequently contracted COVID-19 (hybrid sera), we recorded a moderate correlation between the two assays, while higher sera neutralizing titers were measured with sVNA. Our data indicated that the sVNA, as a more biologically relevant model assay that paired the trimeric S(6P) with ACE2, instead of the isolated RBD-ACE2 pairing cPass test, could identify nAbs other than the RBD-RBM specific ones.
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Affiliation(s)
- Petros Eliadis
- Immunology Laboratory, Immunology Department, Hellenic Pasteur Institute, 11521 Athens, Greece; (A.P.); (E.K.L.); (I.S.); (K.L.)
- Biotechnology Unit, Hellenic Pasteur Institute, 11521 Athens, Greece; (A.D.); (A.M.)
| | - Annie Mais
- Laboratory of Molecular Biology and Immunobiotechnology, Immunology Department, Hellenic Pasteur Institute, 11521 Athens, Greece;
| | - Alexandros Papazisis
- Immunology Laboratory, Immunology Department, Hellenic Pasteur Institute, 11521 Athens, Greece; (A.P.); (E.K.L.); (I.S.); (K.L.)
| | - Eleni K. Loxa
- Immunology Laboratory, Immunology Department, Hellenic Pasteur Institute, 11521 Athens, Greece; (A.P.); (E.K.L.); (I.S.); (K.L.)
| | - Alexios Dimitriadis
- Biotechnology Unit, Hellenic Pasteur Institute, 11521 Athens, Greece; (A.D.); (A.M.)
| | - Ioannis Sarrigeorgiou
- Immunology Laboratory, Immunology Department, Hellenic Pasteur Institute, 11521 Athens, Greece; (A.P.); (E.K.L.); (I.S.); (K.L.)
| | - Marija Backovic
- Institut Pasteur, Unité de Virologie Structurale, Université Paris Cité, CNRS-UMR3569, 75724 Paris, France;
| | - Maria Agallou
- Immunology of Infection Laboratory, Microbiology Department, Hellenic Pasteur Institute, 11521 Athens, Greece; (M.A.); (E.K.)
| | - Marios Zouridakis
- Structural Neurobiology Research Group, Laboratory of Molecular Neurobiology and Immunology, Department of Neurobiology, Hellenic Pasteur Institute, 11521 Athens, Greece;
| | - Evdokia Karagouni
- Immunology of Infection Laboratory, Microbiology Department, Hellenic Pasteur Institute, 11521 Athens, Greece; (M.A.); (E.K.)
| | - Konstantinos Lazaridis
- Immunology Laboratory, Immunology Department, Hellenic Pasteur Institute, 11521 Athens, Greece; (A.P.); (E.K.L.); (I.S.); (K.L.)
- Biotechnology Unit, Hellenic Pasteur Institute, 11521 Athens, Greece; (A.D.); (A.M.)
| | - Avgi Mamalaki
- Biotechnology Unit, Hellenic Pasteur Institute, 11521 Athens, Greece; (A.D.); (A.M.)
- Laboratory of Molecular Biology and Immunobiotechnology, Immunology Department, Hellenic Pasteur Institute, 11521 Athens, Greece;
| | - Peggy Lymberi
- Immunology Laboratory, Immunology Department, Hellenic Pasteur Institute, 11521 Athens, Greece; (A.P.); (E.K.L.); (I.S.); (K.L.)
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6
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An K, Yang X, Luo M, Yan J, Xu P, Zhang H, Li Y, Wu S, Warshel A, Bai C. Mechanistic study of the transmission pattern of the SARS-CoV-2 omicron variant. Proteins 2024; 92:705-719. [PMID: 38183172 PMCID: PMC11059747 DOI: 10.1002/prot.26663] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2023] [Revised: 11/25/2023] [Accepted: 12/27/2023] [Indexed: 01/07/2024]
Abstract
The omicron variant of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) characterized by 30 mutations in its spike protein, has rapidly spread worldwide since November 2021, significantly exacerbating the ongoing COVID-19 pandemic. In order to investigate the relationship between these mutations and the variant's high transmissibility, we conducted a systematic analysis of the mutational effect on spike-angiotensin-converting enzyme-2 (ACE2) interactions and explored the structural/energy correlation of key mutations, utilizing a reliable coarse-grained model. Our study extended beyond the receptor-binding domain (RBD) of spike trimer through comprehensive modeling of the full-length spike trimer rather than just the RBD. Our free-energy calculation revealed that the enhanced binding affinity between the spike protein and the ACE2 receptor is correlated with the increased structural stability of the isolated spike protein, thus explaining the omicron variant's heightened transmissibility. The conclusion was supported by our experimental analyses involving the expression and purification of the full-length spike trimer. Furthermore, the energy decomposition analysis established those electrostatic interactions make major contributions to this effect. We categorized the mutations into four groups and established an analytical framework that can be employed in studying future mutations. Additionally, our calculations rationalized the reduced affinity of the omicron variant towards most available therapeutic neutralizing antibodies, when compared with the wild type. By providing concrete experimental data and offering a solid explanation, this study contributes to a better understanding of the relationship between theories and observations and lays the foundation for future investigations.
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Affiliation(s)
- Ke An
- School of Life and Health Sciences, School of Medicine, The Chinese University of Hong Kong, Shenzhen, Guangdong 518172, P. R. China
- Warshel Institute for Computational Biology
- Chenzhu (MoMeD) Biotechnology Co., Ltd, Hangzhou, Zhejiang, 310005, P.R. China
| | - Xianzhi Yang
- Institute of Urology, The Third Affiliated Hospital of Shenzhen University (Luohu Hospital Group), Shenzhen 518000, China
| | - Mengqi Luo
- College of Management, Shenzhen University, Shenzhen, 518060, China
| | - Junfang Yan
- School of Life and Health Sciences, School of Medicine, The Chinese University of Hong Kong, Shenzhen, Guangdong 518172, P. R. China
- Warshel Institute for Computational Biology
| | - Peiyi Xu
- School of Life and Health Sciences, School of Medicine, The Chinese University of Hong Kong, Shenzhen, Guangdong 518172, P. R. China
- Warshel Institute for Computational Biology
| | - Honghui Zhang
- School of Life and Health Sciences, School of Medicine, The Chinese University of Hong Kong, Shenzhen, Guangdong 518172, P. R. China
- Warshel Institute for Computational Biology
| | - Yuqing Li
- Department of Urology, South China Hospital of Shenzhen University, Shenzhen 518116, China
| | - Song Wu
- Department of Urology, South China Hospital of Shenzhen University, Shenzhen 518116, China
| | - Arieh Warshel
- Department of Chemistry, University of Southern California, Los Angeles, California 90089-1062, United States
| | - Chen Bai
- School of Life and Health Sciences, School of Medicine, The Chinese University of Hong Kong, Shenzhen, Guangdong 518172, P. R. China
- Warshel Institute for Computational Biology
- Chenzhu (MoMeD) Biotechnology Co., Ltd, Hangzhou, Zhejiang, 310005, P.R. China
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7
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Maity S, Acharya A. Many Roles of Carbohydrates: A Computational Spotlight on the Coronavirus S Protein Binding. ACS APPLIED BIO MATERIALS 2024; 7:646-656. [PMID: 36947738 PMCID: PMC10880061 DOI: 10.1021/acsabm.2c01064] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2022] [Accepted: 03/08/2023] [Indexed: 03/24/2023]
Abstract
Glycosylation is one of the post-translational modifications with more than 50% of human proteins being glycosylated. The exact nature and chemical composition of glycans are inaccessible to X-ray or cryo-electron microscopy imaging techniques. Therefore, computational modeling studies and molecular dynamics must be used as a "computational microscope". The spike (S) protein of SARS-CoV-2 is heavily glycosylated, and a few glycans play a more functional role "beyond shielding". In this mini-review, we discuss computational investigations of the roles of specific S-protein and ACE2 glycans in the overall ACE2-S protein binding. We highlight different functions of specific glycans demonstrated in myriad computational models and simulations in the context of the SARS-CoV-2 virus binding to the receptor. We also discuss interactions between glycocalyx and the S protein, which may be utilized to design prophylactic polysaccharide-based therapeutics targeting the S protein. In addition, we underline the recent emergence of coronavirus variants and their impact on the S protein and its glycans.
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Affiliation(s)
- Suman Maity
- Department
of Chemistry, Syracuse University, Syracuse, New York 13244, United States
| | - Atanu Acharya
- Department
of Chemistry, Syracuse University, Syracuse, New York 13244, United States
- BioInspired
Syracuse, Syracuse University, Syracuse, New York 13244, United States
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8
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Young JW, Pfitzner E, van Wee R, Kirschbaum C, Kukura P, Robinson CV. Characterization of membrane protein interactions by peptidisc-mediated mass photometry. iScience 2024; 27:108785. [PMID: 38303728 PMCID: PMC10831248 DOI: 10.1016/j.isci.2024.108785] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2023] [Revised: 10/25/2023] [Accepted: 01/02/2024] [Indexed: 02/03/2024] Open
Abstract
Membrane proteins perform numerous critical functions in the cell, making many of them primary drug targets. However, their preference for a lipid environment makes them challenging to study using established solution-based methods. Here, we show that peptidiscs, a recently developed membrane mimetic, provide an ideal platform to study membrane proteins and their interactions with mass photometry (MP) in detergent-free conditions. The mass resolution for membrane protein complexes is similar to that achievable with soluble proteins owing to the low carrier heterogeneity. Using the ABC transporter BtuCD, we show that MP can quantify interactions between peptidisc-reconstituted membrane protein receptors and their soluble protein binding partners. Using the BAM complex, we further show that MP reveals interactions between a membrane protein receptor and a bactericidal antibody. Our results highlight the utility of peptidiscs for membrane protein characterization in detergent-free solution and provide a rapid and powerful platform for quantifying membrane protein interactions.
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Affiliation(s)
- John William Young
- Department of Chemistry, Kavli Institute for Nanoscience Discovery, Dorothy Crowfoot Hodgkin Building, University of Oxford, South Parks Road, Oxford OX1 3QU, UK
| | - Emanuel Pfitzner
- Department of Chemistry, Kavli Institute for Nanoscience Discovery, Dorothy Crowfoot Hodgkin Building, University of Oxford, South Parks Road, Oxford OX1 3QU, UK
| | - Raman van Wee
- Department of Chemistry, Kavli Institute for Nanoscience Discovery, Dorothy Crowfoot Hodgkin Building, University of Oxford, South Parks Road, Oxford OX1 3QU, UK
- Department of Physiology, Anatomy and Genetics, University of Oxford, South Parks Road, Oxford OX1 3QX, UK
| | - Carla Kirschbaum
- Department of Chemistry, Kavli Institute for Nanoscience Discovery, Dorothy Crowfoot Hodgkin Building, University of Oxford, South Parks Road, Oxford OX1 3QU, UK
| | - Philipp Kukura
- Department of Chemistry, Kavli Institute for Nanoscience Discovery, Dorothy Crowfoot Hodgkin Building, University of Oxford, South Parks Road, Oxford OX1 3QU, UK
| | - Carol V. Robinson
- Department of Chemistry, Kavli Institute for Nanoscience Discovery, Dorothy Crowfoot Hodgkin Building, University of Oxford, South Parks Road, Oxford OX1 3QU, UK
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9
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Dadonaite B, Brown J, McMahon TE, Farrell AG, Asarnow D, Stewart C, Logue J, Murrell B, Chu HY, Veesler D, Bloom JD. Full-spike deep mutational scanning helps predict the evolutionary success of SARS-CoV-2 clades. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.11.13.566961. [PMID: 38014024 PMCID: PMC10680755 DOI: 10.1101/2023.11.13.566961] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/29/2023]
Abstract
SARS-CoV-2 variants acquire mutations in spike that promote immune evasion and impact other properties that contribute to viral fitness such as ACE2 receptor binding and cell entry. Knowledge of how mutations affect these spike phenotypes can provide insight into the current and potential future evolution of the virus. Here we use pseudovirus deep mutational scanning to measure how >9,000 mutations across the full XBB.1.5 and BA.2 spikes affect ACE2 binding, cell entry, or escape from human sera. We find that mutations outside the receptor-binding domain (RBD) have meaningfully impacted ACE2 binding during SARS-CoV-2 evolution. We also measure how mutations to the XBB.1.5 spike affect neutralization by serum from individuals who recently had SARS-CoV-2 infections. The strongest serum escape mutations are in the RBD at sites 357, 420, 440, 456, and 473-however, the antigenic impacts of these mutations vary across individuals. We also identify strong escape mutations outside the RBD; however many of them decrease ACE2 binding, suggesting they act by modulating RBD conformation. Notably, the growth rates of human SARS-CoV-2 clades can be explained in substantial part by the measured effects of mutations on spike phenotypes, suggesting our data could enable better prediction of viral evolution.
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Affiliation(s)
- Bernadeta Dadonaite
- Basic Sciences Division and Computational Biology Program, Fred Hutchinson Cancer Center, Seattle, Washington, 98109, USA
| | - Jack Brown
- Department of Biochemistry, University of Washington, Seattle, Washington, USA
| | - Teagan E McMahon
- Basic Sciences Division and Computational Biology Program, Fred Hutchinson Cancer Center, Seattle, Washington, 98109, USA
| | - Ariana G Farrell
- Basic Sciences Division and Computational Biology Program, Fred Hutchinson Cancer Center, Seattle, Washington, 98109, USA
| | - Daniel Asarnow
- Department of Biochemistry, University of Washington, Seattle, Washington, USA
| | - Cameron Stewart
- Department of Biochemistry, University of Washington, Seattle, Washington, USA
| | - Jenni Logue
- University of Washington, Department of Medicine, Division of Allergy and Infectious Diseases, Seattle, WA
| | - Ben Murrell
- Department of Microbiology, Tumor and Cell Biology, Karolinska Institutet, Stockholm, Sweden
| | - Helen Y. Chu
- University of Washington, Department of Medicine, Division of Allergy and Infectious Diseases, Seattle, WA
| | - David Veesler
- Department of Biochemistry, University of Washington, Seattle, Washington, USA
- Howard Hughes Medical Institute, Seattle, WA, 98195, USA
| | - Jesse D Bloom
- Basic Sciences Division and Computational Biology Program, Fred Hutchinson Cancer Center, Seattle, Washington, 98109, USA
- Howard Hughes Medical Institute, Seattle, WA, 98195, USA
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10
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Kuo CW, Chang NE, Yu PY, Yang TJ, Hsu STD, Khoo KH. An N-glycopeptide MS/MS data analysis workflow leveraging two complementary glycoproteomic software tools for more confident identification and assignments. Proteomics 2023; 23:e2300143. [PMID: 37271932 DOI: 10.1002/pmic.202300143] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2023] [Revised: 05/18/2023] [Accepted: 05/22/2023] [Indexed: 06/06/2023]
Abstract
Complete coverage of all N-glycosylation sites on the SARS-CoV2 spike protein would require the use of multiple proteases in addition to trypsin. Subsequent identification of the resulting glycopeptides by searching against database often introduces assignment errors due to similar mass differences between different permutations of amino acids and glycosyl residues. By manually interpreting the individual MS2 spectra, we report here the common sources of errors in assignment, especially those introduced by the use of chymotrypsin. We show that by applying a stringent threshold of acceptance, erroneous assignment by the commonly used Byonic software can be controlled within 15%, which can be reduced further if only those also confidently identified by a different search engine, pGlyco3, were considered. A representative site-specific N-glycosylation pattern could be constructed based on quantifying only the overlapping subset of N-glycopeptides identified at higher confidence. Applying the two complimentary glycoproteomic software in a concerted data analysis workflow, we found and confirmed that glycosylation at several sites of an unstable Omicron spike protein differed significantly from those of the stable trimeric product of the parental D614G variant.
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Affiliation(s)
- Chu-Wei Kuo
- Institute of Biological Chemistry, Academia Sinica, Taipei, Taiwan
| | - Ning-En Chang
- Institute of Biological Chemistry, Academia Sinica, Taipei, Taiwan
- Institute of Biochemical Sciences, National Taiwan University, Taipei, Taiwan
| | - Pei-Yu Yu
- Institute of Biological Chemistry, Academia Sinica, Taipei, Taiwan
| | - Tzu-Jing Yang
- Institute of Biological Chemistry, Academia Sinica, Taipei, Taiwan
- Institute of Biochemical Sciences, National Taiwan University, Taipei, Taiwan
| | - Shang-Te Danny Hsu
- Institute of Biological Chemistry, Academia Sinica, Taipei, Taiwan
- Institute of Biochemical Sciences, National Taiwan University, Taipei, Taiwan
- International Institute for Sustainability with Knotted Chiral Meta Matter, Hiroshima University, Higashihiroshima, Japan
| | - Kay-Hooi Khoo
- Institute of Biological Chemistry, Academia Sinica, Taipei, Taiwan
- Institute of Biochemical Sciences, National Taiwan University, Taipei, Taiwan
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11
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El-Baba T, Lutomski CA, Burnap SA, Bolla JR, Baker LA, Baldwin AJ, Struwe WB, Robinson CV. Uncovering the Role of N-Glycan Occupancy on the Cooperative Assembly of Spike and Angiotensin Converting Enzyme 2 Complexes: Insights from Glycoengineering and Native Mass Spectrometry. J Am Chem Soc 2023; 145:8021-8032. [PMID: 37000485 PMCID: PMC10103161 DOI: 10.1021/jacs.3c00291] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2023] [Indexed: 04/01/2023]
Abstract
Interactions between the SARS-CoV-2 Spike protein and ACE2 are one of the most scrutinized reactions of our time. Yet, questions remain as to the impact of glycans on mediating ACE2 dimerization and downstream interactions with Spike. Here, we address these unanswered questions by combining a glycoengineering strategy with high-resolution native mass spectrometry (MS) to investigate the impact of N-glycan occupancy on the assembly of multiple Spike-ACE2 complexes. We confirmed that intact Spike trimers have all 66 N-linked sites occupied. For monomeric ACE2, all seven N-linked glycan sites are occupied to various degrees; six sites have >90% occupancy, while the seventh site (Asn690) is only partially occupied (∼30%). By resolving the glycoforms on ACE2, we deciphered the influence of each N-glycan on ACE2 dimerization. Unexpectedly, we found that Asn432 plays a role in mediating dimerization, a result confirmed by site-directed mutagenesis. We also found that glycosylated dimeric ACE2 and Spike trimers form complexes with multiple stoichiometries (Spike-ACE2 and Spike2-ACE2) with dissociation constants (Kds) of ∼500 and <100 nM, respectively. Comparing these values indicates that positive cooperativity may drive ACE2 dimers to complex with multiple Spike trimers. Overall, our results show that occupancy has a key regulatory role in mediating interactions between ACE2 dimers and Spike trimers. More generally, since soluble ACE2 (sACE2) retains an intact SARS-CoV-2 interaction site, the importance of glycosylation in ACE2 dimerization and the propensity for Spike and ACE2 to assemble into higher oligomers are molecular details important for developing strategies for neutralizing the virus.
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Affiliation(s)
- Tarick
J. El-Baba
- Physical
and Theoretical Chemistry Laboratory, Department of Chemistry, University of Oxford, South Parks Road, Oxford OX1 3TA, U.K.
- The
Kavli Institute for Nanoscience Discovery, Dorothy Crowfoot Hodgkin Building, South Parks
Road, Oxford OX1 3QU, U.K.
| | - Corinne A. Lutomski
- Physical
and Theoretical Chemistry Laboratory, Department of Chemistry, University of Oxford, South Parks Road, Oxford OX1 3TA, U.K.
- The
Kavli Institute for Nanoscience Discovery, Dorothy Crowfoot Hodgkin Building, South Parks
Road, Oxford OX1 3QU, U.K.
| | - Sean A. Burnap
- Physical
and Theoretical Chemistry Laboratory, Department of Chemistry, University of Oxford, South Parks Road, Oxford OX1 3TA, U.K.
- The
Kavli Institute for Nanoscience Discovery, Dorothy Crowfoot Hodgkin Building, South Parks
Road, Oxford OX1 3QU, U.K.
| | - Jani R. Bolla
- Physical
and Theoretical Chemistry Laboratory, Department of Chemistry, University of Oxford, South Parks Road, Oxford OX1 3TA, U.K.
- The
Kavli Institute for Nanoscience Discovery, Dorothy Crowfoot Hodgkin Building, South Parks
Road, Oxford OX1 3QU, U.K.
| | - Lindsay A. Baker
- The
Kavli Institute for Nanoscience Discovery, Dorothy Crowfoot Hodgkin Building, South Parks
Road, Oxford OX1 3QU, U.K.
- Department
of Biochemistry, University of Oxford, Oxford, OX1 3QU, U.K.
| | - Andrew J. Baldwin
- Physical
and Theoretical Chemistry Laboratory, Department of Chemistry, University of Oxford, South Parks Road, Oxford OX1 3TA, U.K.
- The
Kavli Institute for Nanoscience Discovery, Dorothy Crowfoot Hodgkin Building, South Parks
Road, Oxford OX1 3QU, U.K.
| | - Weston B. Struwe
- Physical
and Theoretical Chemistry Laboratory, Department of Chemistry, University of Oxford, South Parks Road, Oxford OX1 3TA, U.K.
- The
Kavli Institute for Nanoscience Discovery, Dorothy Crowfoot Hodgkin Building, South Parks
Road, Oxford OX1 3QU, U.K.
| | - Carol V. Robinson
- Physical
and Theoretical Chemistry Laboratory, Department of Chemistry, University of Oxford, South Parks Road, Oxford OX1 3TA, U.K.
- The
Kavli Institute for Nanoscience Discovery, Dorothy Crowfoot Hodgkin Building, South Parks
Road, Oxford OX1 3QU, U.K.
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12
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Calvaresi V, Wrobel AG, Toporowska J, Hammerschmid D, Doores KJ, Bradshaw RT, Parsons RB, Benton DJ, Roustan C, Reading E, Malim MH, Gamblin SJ, Politis A. Structural dynamics in the evolution of SARS-CoV-2 spike glycoprotein. Nat Commun 2023; 14:1421. [PMID: 36918534 PMCID: PMC10013288 DOI: 10.1038/s41467-023-36745-0] [Citation(s) in RCA: 32] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2022] [Accepted: 02/15/2023] [Indexed: 03/15/2023] Open
Abstract
SARS-CoV-2 spike glycoprotein mediates receptor binding and subsequent membrane fusion. It exists in a range of conformations, including a closed state unable to bind the ACE2 receptor, and an open state that does so but displays more exposed antigenic surface. Spikes of variants of concern (VOCs) acquired amino acid changes linked to increased virulence and immune evasion. Here, using HDX-MS, we identified changes in spike dynamics that we associate with the transition from closed to open conformations, to ACE2 binding, and to specific mutations in VOCs. We show that the RBD-associated subdomain plays a role in spike opening, whereas the NTD acts as a hotspot of conformational divergence of VOC spikes driving immune evasion. Alpha, beta and delta spikes assume predominantly open conformations and ACE2 binding increases the dynamics of their core helices, priming spikes for fusion. Conversely, substitutions in omicron spike lead to predominantly closed conformations, presumably enabling it to escape antibodies. At the same time, its core helices show characteristics of being pre-primed for fusion even in the absence of ACE2. These data inform on SARS-CoV-2 evolution and omicron variant emergence.
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Affiliation(s)
- Valeria Calvaresi
- Department of Chemistry, King's College London, SE1 1DB, London, UK.
| | - Antoni G Wrobel
- Structural Biology of Disease Processes Laboratory, The Francis Crick Institute, NW1 1AT, London, UK.
| | | | | | - Katie J Doores
- Department of Infectious Diseases, School of Immunology and Microbial Sciences, King's College London, SE1 9RT, London, UK
| | | | | | - Donald J Benton
- Structural Biology of Disease Processes Laboratory, The Francis Crick Institute, NW1 1AT, London, UK
| | - Chloë Roustan
- Structural Biology Science Technology Platform, The Francis Crick Institute, NW1 1AT, London, UK
| | - Eamonn Reading
- Department of Chemistry, King's College London, SE1 1DB, London, UK
| | - Michael H Malim
- Department of Infectious Diseases, School of Immunology and Microbial Sciences, King's College London, SE1 9RT, London, UK
| | - Steve J Gamblin
- Structural Biology of Disease Processes Laboratory, The Francis Crick Institute, NW1 1AT, London, UK
| | - Argyris Politis
- Department of Chemistry, King's College London, SE1 1DB, London, UK.
- Faculty of Biology, Medicine and Health, School of Biological Sciences, The University of Manchester, M13 9PT, Manchester, UK.
- Manchester Institute of Biotechnology, The University of Manchester, M1 7DN, Manchester, UK.
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