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Menzies SK, Patel RN, Ainsworth S. Practical progress towards the development of recombinant antivenoms for snakebite envenoming. Expert Opin Drug Discov 2025; 20:799-819. [PMID: 40302313 DOI: 10.1080/17460441.2025.2495943] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2024] [Accepted: 04/16/2025] [Indexed: 05/02/2025]
Abstract
INTRODUCTION Snakebite envenoming is a neglected tropical disease that affects millions globally each year. In recent years, research into the potential production of recombinant antivenoms, formulated using mixtures of highly defined anti-toxin monoclonal antibodies, has rapidly moved from a theoretical concept to demonstrations of practical feasibility. AREAS COVERED This article examines the significant practical advancements in transitioning recombinant antivenoms from concept to potential clinical translation. The authors have based their review on literature obtained from Google Scholar and PubMed between September and November 2024. Coverage includes the development and validation of recombinant antivenom antibody discovery strategies, the characterization of the first broadly neutralizing toxin class antibodies, and recent translational proof-of-concept experiments. EXPERT OPINION The transition of recombinant antivenoms from a 'concept' to the current situation where high-throughput anti-venom mAb discovery is becoming routine, accompanied by increasing evidence of their broad neutralizing capacity in vivo, has been extraordinary. It is now important to build on this momentum by expanding the discovery of broadly neutralizing mAbs to encompass as many toxin classes as possible. It is anticipated that key demonstrations of whether recombinant antivenoms can match or surpass existing conventional polyvalent antivenoms in terms of neutralizing scope and capacity will be achieved in the next few years.
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Affiliation(s)
- Stefanie K Menzies
- Division of Biomedical and Life Sciences, Lancaster University, Lancaster, UK
| | - Rohit N Patel
- Centre for Snakebite Research and Interventions, Department of Tropical Disease Biology, Liverpool School of Tropical Medicine, Liverpool, UK
| | - Stuart Ainsworth
- Department of Infection Biology and Microbiomes, Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, UK
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2
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Zhu F, Rajan S, Hayes CF, Kwong KY, Goncalves AR, Zemla AT, Lau EY, Zhang Y, Cai Y, Goforth JW, Landajuela M, Gilchuk P, Kierny M, Dippel A, Amofah B, Kaplan G, Cadevilla Peano V, Morehouse C, Sparklin B, Gopalakrishnan V, Tuffy KM, Nguyen A, Beloor J, Kijak G, Liu C, Dijokaite-Guraliuc A, Mongkolsapaya J, Screaton GR, Petersen BK, Desautels TA, Bennett D, Conti S, Segelke BW, Arrildt KT, Kaul S, Grzesiak EA, da Silva FL, Bates TW, Earnhart CG, Hopkins S, Sundaram S, Esser MT, Francica JR, Faissol DM, LLNL Generative Unconstrained Intelligent Drug Engineering (GUIDE) consortium. Preemptive optimization of a clinical antibody for broad neutralization of SARS-CoV-2 variants and robustness against viral escape. SCIENCE ADVANCES 2025; 11:eadu0718. [PMID: 40153503 PMCID: PMC11952088 DOI: 10.1126/sciadv.adu0718] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/22/2024] [Accepted: 02/25/2025] [Indexed: 03/30/2025]
Abstract
Most previously authorized clinical antibodies against severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) have lost neutralizing activity to recent variants due to rapid viral evolution. To mitigate such escape, we preemptively enhance AZD3152, an antibody authorized for prophylaxis in immunocompromised individuals. Using deep mutational scanning (DMS) on the SARS-CoV-2 antigen, we identify AZD3152 vulnerabilities at antigen positions F456 and D420. Through two iterations of computational antibody design that integrates structure-based modeling, machine-learning, and experimental validation, we co-optimize AZD3152 against 24 contemporary and previous SARS-CoV-2 variants, as well as 20 potential future escape variants. Our top candidate, 3152-1142, restores full potency (100-fold improvement) against the more recently emerged XBB.1.5+F456L variant that escaped AZD3152, maintains potency against previous variants of concern, and shows no additional vulnerability as assessed by DMS. This preemptive mitigation demonstrates a generalizable approach for optimizing existing antibodies against potential future viral escape.
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Affiliation(s)
- Fangqiang Zhu
- Biosciences and Biotechnology Division, Physical and Life Sciences Directorate, Lawrence Livermore National Laboratory, Livermore, CA 94550, USA
| | - Saravanan Rajan
- Biologics Engineering, R&D, AstraZeneca, Gaithersburg, MD 20878, USA
| | - Conor F. Hayes
- Computational Engineering Division, Lawrence Livermore National Laboratory, Livermore, CA 94550, USA
| | - Ka Yin Kwong
- Biologics Engineering, R&D, AstraZeneca, Gaithersburg, MD 20878, USA
| | - Andre R. Goncalves
- Computational Engineering Division, Lawrence Livermore National Laboratory, Livermore, CA 94550, USA
| | - Adam T. Zemla
- Global Security Computing Applications Division, Lawrence Livermore National Laboratory, Livermore, CA 94550, USA
| | - Edmond Y. Lau
- Biosciences and Biotechnology Division, Physical and Life Sciences Directorate, Lawrence Livermore National Laboratory, Livermore, CA 94550, USA
| | - Yi Zhang
- Vaccines and Immune Therapies, BioPharmaceuticals R&D, AstraZeneca, Gaithersburg, MD 20878, USA
| | - Yingyun Cai
- Vaccines and Immune Therapies, BioPharmaceuticals R&D, AstraZeneca, Gaithersburg, MD 20878, USA
| | - John W. Goforth
- Global Security Computing Applications Division, Lawrence Livermore National Laboratory, Livermore, CA 94550, USA
| | - Mikel Landajuela
- Computational Engineering Division, Lawrence Livermore National Laboratory, Livermore, CA 94550, USA
| | - Pavlo Gilchuk
- Biologics Engineering, R&D, AstraZeneca, Gaithersburg, MD 20878, USA
| | - Michael Kierny
- Biologics Engineering, R&D, AstraZeneca, Gaithersburg, MD 20878, USA
| | - Andrew Dippel
- Biologics Engineering, R&D, AstraZeneca, Gaithersburg, MD 20878, USA
| | - Bismark Amofah
- Biologics Engineering, R&D, AstraZeneca, Gaithersburg, MD 20878, USA
| | - Gilad Kaplan
- Biologics Engineering, R&D, AstraZeneca, Gaithersburg, MD 20878, USA
| | - Vanessa Cadevilla Peano
- Vaccines and Immune Therapies, BioPharmaceuticals R&D, AstraZeneca, Gaithersburg, MD 20878, USA
| | - Christopher Morehouse
- Vaccines and Immune Therapies, BioPharmaceuticals R&D, AstraZeneca, Gaithersburg, MD 20878, USA
| | - Ben Sparklin
- Vaccines and Immune Therapies, BioPharmaceuticals R&D, AstraZeneca, Gaithersburg, MD 20878, USA
| | | | - Kevin M. Tuffy
- Vaccines and Immune Therapies, BioPharmaceuticals R&D, AstraZeneca, Gaithersburg, MD 20878, USA
| | - Amy Nguyen
- Vaccines and Immune Therapies, BioPharmaceuticals R&D, AstraZeneca, Gaithersburg, MD 20878, USA
| | - Jagadish Beloor
- Vaccines and Immune Therapies, BioPharmaceuticals R&D, AstraZeneca, Gaithersburg, MD 20878, USA
| | - Gustavo Kijak
- Vaccines and Immune Therapies, BioPharmaceuticals R&D, AstraZeneca, Gaithersburg, MD 20878, USA
| | - Chang Liu
- Chinese Academy of Medical Science (CAMS) Oxford Institute, University of Oxford, Oxford OX3 7BN, UK
- Centre for Human Genetics, Nuffield Department of Medicine, University of Oxford, Oxford OX3 7BN, UK
| | - Aiste Dijokaite-Guraliuc
- Centre for Human Genetics, Nuffield Department of Medicine, University of Oxford, Oxford OX3 7BN, UK
| | - Juthathip Mongkolsapaya
- Chinese Academy of Medical Science (CAMS) Oxford Institute, University of Oxford, Oxford OX3 7BN, UK
- Centre for Human Genetics, Nuffield Department of Medicine, University of Oxford, Oxford OX3 7BN, UK
- Mahidol-Oxford Tropical Medicine Research Unit, Bangkok, Thailand
| | - Gavin R. Screaton
- Chinese Academy of Medical Science (CAMS) Oxford Institute, University of Oxford, Oxford OX3 7BN, UK
- Centre for Human Genetics, Nuffield Department of Medicine, University of Oxford, Oxford OX3 7BN, UK
| | - Brenden K. Petersen
- Computational Engineering Division, Lawrence Livermore National Laboratory, Livermore, CA 94550, USA
| | - Thomas A. Desautels
- Computational Engineering Division, Lawrence Livermore National Laboratory, Livermore, CA 94550, USA
| | - Drew Bennett
- Biosciences and Biotechnology Division, Physical and Life Sciences Directorate, Lawrence Livermore National Laboratory, Livermore, CA 94550, USA
| | - Simone Conti
- Biosciences and Biotechnology Division, Physical and Life Sciences Directorate, Lawrence Livermore National Laboratory, Livermore, CA 94550, USA
| | - Brent W. Segelke
- Biosciences and Biotechnology Division, Physical and Life Sciences Directorate, Lawrence Livermore National Laboratory, Livermore, CA 94550, USA
| | - Kathryn T. Arrildt
- Biosciences and Biotechnology Division, Physical and Life Sciences Directorate, Lawrence Livermore National Laboratory, Livermore, CA 94550, USA
| | - Samantha Kaul
- Global Security Computing Applications Division, Lawrence Livermore National Laboratory, Livermore, CA 94550, USA
| | - Emilia A. Grzesiak
- Global Security Computing Applications Division, Lawrence Livermore National Laboratory, Livermore, CA 94550, USA
| | - Felipe Leno da Silva
- Computational Engineering Division, Lawrence Livermore National Laboratory, Livermore, CA 94550, USA
| | - Thomas W. Bates
- Computational Engineering Division, Lawrence Livermore National Laboratory, Livermore, CA 94550, USA
| | - Christopher G. Earnhart
- Joint Program Executive Office for Chemical, Biological, Radiological, and Nuclear Defense, US Department of Defense, Frederick, MD 21703, USA
| | | | - Shivshankar Sundaram
- Center for Bioengineering, Lawrence Livermore National Laboratory, Livermore, CA 94550, USA
| | - Mark T. Esser
- Vaccines and Immune Therapies, BioPharmaceuticals R&D, AstraZeneca, Gaithersburg, MD 20878, USA
| | - Joseph R. Francica
- Vaccines and Immune Therapies, BioPharmaceuticals R&D, AstraZeneca, Gaithersburg, MD 20878, USA
| | - Daniel M. Faissol
- Computational Engineering Division, Lawrence Livermore National Laboratory, Livermore, CA 94550, USA
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Aripov VS, Zaykovskaya AV, Mechetina LV, Najakshin AM, Bondar AA, Arkhipov SG, Mustaev EA, Ilyina MG, Borisevich SS, Ilyichev AA, Nesmeyanova VS, Isaeva AA, Volosnikova EA, Shcherbakov DN, Volkova NV. The Use of Heterologous Antigens for Biopanning Enables the Selection of Broadly Neutralizing Nanobodies Against SARS-CoV-2. Antibodies (Basel) 2025; 14:23. [PMID: 40136472 PMCID: PMC11939171 DOI: 10.3390/antib14010023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2025] [Revised: 03/04/2025] [Accepted: 03/05/2025] [Indexed: 03/27/2025] Open
Abstract
Background: Since the emergence of SARS-CoV-2 in the human population, the virus genome has undergone numerous mutations, enabling it to enhance transmissibility and evade acquired immunity. As a result of these mutations, most monoclonal neutralizing antibodies have lost their efficacy, as they are unable to neutralize new variants. Antibodies that neutralize a broad range of SARS-CoV-2 variants are of significant value in combating both current and potential future variants, making the identification and development of such antibodies an ongoing critical goal. This study discusses the strategy of using heterologous antigens in biopanning rounds. Methods: After four rounds of biopanning, nanobody variants were selected from a phage display library. Immunochemical methods were used to evaluate their specificity to the S protein of various SARS-CoV-2 variants, as well as to determine their competitive ability against ACE2. Viral neutralization activity was analyzed. A three-dimensional model of nanobody interaction with RBD was constructed. Results: Four nanobodies were obtained that specifically bind to the receptor-binding domain (RBD) of the SARS-CoV-2 spike glycoprotein and exhibit neutralizing activity against various SARS-CoV-2 strains. Conclusions: The study demonstrates that performing several rounds of biopanning with heterologous antigens allows the selection of nanobodies with a broad reactivity spectrum. However, the fourth round of biopanning does not lead to the identification of nanobodies with improved characteristics.
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Affiliation(s)
- Vazirbek S. Aripov
- State Research Center of Virology and Biotechnology VECTOR, Rospotrebnadzor, Koltsovo 630559, Russia (A.A.I.); (D.N.S.); (N.V.V.)
| | - Anna V. Zaykovskaya
- State Research Center of Virology and Biotechnology VECTOR, Rospotrebnadzor, Koltsovo 630559, Russia (A.A.I.); (D.N.S.); (N.V.V.)
| | - Ludmila V. Mechetina
- Institute of Molecular and Cellular Biology, Siberian Branch of Russian Academy of Sciences, Novosibirsk 630090, Russia
| | - Alexander M. Najakshin
- Institute of Molecular and Cellular Biology, Siberian Branch of Russian Academy of Sciences, Novosibirsk 630090, Russia
| | - Alexander A. Bondar
- Genomics Core Facility, Institute of Chemical Biology and Fundamental Medicine Siberian Branch of Russian Academy of Sciences, Novosibirsk 630090, Russia
| | - Sergey G. Arkhipov
- Synchrotron Radiation Facility—Siberian Circular Photon Source “SKlF” Boreskov Institute of Catalysis of Siberian Branch of the Russian Academy of Sciences, Koltsovo 630559, Russia; (S.G.A.)
| | - Egor A. Mustaev
- Synchrotron Radiation Facility—Siberian Circular Photon Source “SKlF” Boreskov Institute of Catalysis of Siberian Branch of the Russian Academy of Sciences, Koltsovo 630559, Russia; (S.G.A.)
- Department of Natural Sciences, Novosibirsk State University, Novosibirsk 630090, Russia
| | - Margarita G. Ilyina
- Synchrotron Radiation Facility—Siberian Circular Photon Source “SKlF” Boreskov Institute of Catalysis of Siberian Branch of the Russian Academy of Sciences, Koltsovo 630559, Russia; (S.G.A.)
| | - Sophia S. Borisevich
- Synchrotron Radiation Facility—Siberian Circular Photon Source “SKlF” Boreskov Institute of Catalysis of Siberian Branch of the Russian Academy of Sciences, Koltsovo 630559, Russia; (S.G.A.)
| | - Alexander A. Ilyichev
- State Research Center of Virology and Biotechnology VECTOR, Rospotrebnadzor, Koltsovo 630559, Russia (A.A.I.); (D.N.S.); (N.V.V.)
| | - Valentina S. Nesmeyanova
- State Research Center of Virology and Biotechnology VECTOR, Rospotrebnadzor, Koltsovo 630559, Russia (A.A.I.); (D.N.S.); (N.V.V.)
| | - Anastasia A. Isaeva
- State Research Center of Virology and Biotechnology VECTOR, Rospotrebnadzor, Koltsovo 630559, Russia (A.A.I.); (D.N.S.); (N.V.V.)
| | - Ekaterina A. Volosnikova
- State Research Center of Virology and Biotechnology VECTOR, Rospotrebnadzor, Koltsovo 630559, Russia (A.A.I.); (D.N.S.); (N.V.V.)
| | - Dmitry N. Shcherbakov
- State Research Center of Virology and Biotechnology VECTOR, Rospotrebnadzor, Koltsovo 630559, Russia (A.A.I.); (D.N.S.); (N.V.V.)
| | - Natalia V. Volkova
- State Research Center of Virology and Biotechnology VECTOR, Rospotrebnadzor, Koltsovo 630559, Russia (A.A.I.); (D.N.S.); (N.V.V.)
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4
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Yuan M, Wilson IA. Structural Immunology of SARS-CoV-2. Immunol Rev 2025; 329:e13431. [PMID: 39731211 PMCID: PMC11727448 DOI: 10.1111/imr.13431] [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: 11/07/2024] [Accepted: 12/10/2024] [Indexed: 12/29/2024]
Abstract
The SARS-CoV-2 spike (S) protein has undergone significant evolution, enhancing both receptor binding and immune evasion. In this review, we summarize ongoing efforts to develop antibodies targeting various epitopes of the S protein, focusing on their neutralization potency, breadth, and escape mechanisms. Antibodies targeting the receptor-binding site (RBS) typically exhibit high neutralizing potency but are frequently evaded by mutations in SARS-CoV-2 variants. In contrast, antibodies targeting conserved regions, such as the S2 stem helix and fusion peptide, exhibit broader reactivity but generally lower neutralization potency. However, several broadly neutralizing antibodies have demonstrated exceptional efficacy against emerging variants, including the latest omicron subvariants, underscoring the potential of targeting vulnerable sites such as RBS-A and RBS-D/CR3022. We also highlight public classes of antibodies targeting different sites on the S protein. The vulnerable sites targeted by public antibodies present opportunities for germline-targeting vaccine strategies. Overall, developing escape-resistant, potent antibodies and broadly effective vaccines remains crucial for combating future variants. This review emphasizes the importance of identifying key epitopes and utilizing antibody affinity maturation to inform future therapeutic and vaccine design.
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Affiliation(s)
- Meng Yuan
- Department of Integrative Structural and Computational BiologyThe Scripps Research InstituteLa JollaCaliforniaUSA
| | - Ian A. Wilson
- Department of Integrative Structural and Computational BiologyThe Scripps Research InstituteLa JollaCaliforniaUSA
- The Skaggs Institute for Chemical BiologyThe Scripps Research InstituteLa JollaCaliforniaUSA
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5
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Du H, Mallik L, Hwang D, Sun Y, Kaku C, Hoces D, Sun SM, Ghinnagow R, Carro SD, Phan HAT, Gupta S, Blackson W, Lee H, Choe CA, Dersh D, Liu J, Bell B, Yang H, Papadaki GF, Young MC, Zhou E, El Nesr G, Goli KD, Eisenlohr LC, Minn AJ, Hernandez-Lopez RA, Jardine JG, Sgourakis NG, Huang PS. Targeting peptide antigens using a multiallelic MHC I-binding system. Nat Biotechnol 2024:10.1038/s41587-024-02505-8. [PMID: 39672954 DOI: 10.1038/s41587-024-02505-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2024] [Accepted: 11/13/2024] [Indexed: 12/15/2024]
Abstract
Identifying highly specific T cell receptors (TCRs) or antibodies against epitopic peptides presented by class I major histocompatibility complex (MHC I) proteins remains a bottleneck in the development of targeted therapeutics. Here, we introduce targeted recognition of antigen-MHC complex reporter for MHC I (TRACeR-I), a generalizable platform for targeting peptides on polymorphic HLA-A*, HLA-B* and HLA-C* allotypes while overcoming the cross-reactivity challenges of TCRs. Our TRACeR-MHC I co-crystal structure reveals a unique antigen recognition mechanism, with TRACeR forming extensive contacts across the entire peptide length to confer single-residue specificity at the accessible positions. We demonstrate rapid screening of TRACeR-I against a panel of disease-relevant HLAs with peptides derived from human viruses (human immunodeficiency virus, Epstein-Barr virus and severe acute respiratory syndrome coronavirus 2), and oncoproteins (Kirsten rat sarcoma virus, paired-like homeobox 2b and New York esophageal squamous cell carcinoma 1). TRACeR-based bispecific T cell engagers and chimeric antigen receptor T cells exhibit on-target killing of tumor cells with high efficacy in the low nanomolar range. Our platform empowers the development of broadly applicable MHC I-targeting molecules for research, diagnostic and therapeutic applications.
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Affiliation(s)
- Haotian Du
- Department of Chemistry, Stanford University, Stanford, CA, USA
| | - Leena Mallik
- Center for Computational and Genomic Medicine, Department of Pathology and Laboratory Medicine, Children's Hospital of Philadelphia, Philadelphia, PA, USA
- Department of Biochemistry and Biophysics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Daniel Hwang
- Center for Computational and Genomic Medicine, Department of Pathology and Laboratory Medicine, Children's Hospital of Philadelphia, Philadelphia, PA, USA
- Department of Biochemistry and Biophysics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Yi Sun
- Center for Computational and Genomic Medicine, Department of Pathology and Laboratory Medicine, Children's Hospital of Philadelphia, Philadelphia, PA, USA
- Department of Biochemistry and Biophysics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Chengzi Kaku
- Department of Immunology and Microbiology, Scripps Research Institute, La Jolla, CA, USA
| | - Daniel Hoces
- Department of Bioengineering, Stanford University, Stanford, CA, USA
- Department of Genetics, Stanford University, Stanford, CA, USA
| | - Shirley M Sun
- Center for Computational and Genomic Medicine, Department of Pathology and Laboratory Medicine, Children's Hospital of Philadelphia, Philadelphia, PA, USA
- Cancer Biology Graduate Group, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Reem Ghinnagow
- Department of Radiation Oncology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Stephen D Carro
- Department of Pathology and Laboratory Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Hoang Anh T Phan
- Center for Computational and Genomic Medicine, Department of Pathology and Laboratory Medicine, Children's Hospital of Philadelphia, Philadelphia, PA, USA
- Department of Biochemistry and Biophysics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Sagar Gupta
- Center for Computational and Genomic Medicine, Department of Pathology and Laboratory Medicine, Children's Hospital of Philadelphia, Philadelphia, PA, USA
- Department of Biochemistry and Biophysics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Wyatt Blackson
- Department of Chemical Engineering, Stanford University, Stanford, CA, USA
| | - Hyejin Lee
- Department of Bioengineering, Stanford University, Stanford, CA, USA
| | - Christian A Choe
- Department of Bioengineering, Stanford University, Stanford, CA, USA
| | - Devin Dersh
- Department of Radiation Oncology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Jingjia Liu
- Department of Bioengineering, Stanford University, Stanford, CA, USA
| | - Braxton Bell
- Department of Chemistry, Stanford University, Stanford, CA, USA
| | - Hongli Yang
- Department of Bioengineering, Stanford University, Stanford, CA, USA
| | - Georgia F Papadaki
- Center for Computational and Genomic Medicine, Department of Pathology and Laboratory Medicine, Children's Hospital of Philadelphia, Philadelphia, PA, USA
- Department of Biochemistry and Biophysics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Michael C Young
- Center for Computational and Genomic Medicine, Department of Pathology and Laboratory Medicine, Children's Hospital of Philadelphia, Philadelphia, PA, USA
- Department of Biochemistry and Biophysics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Emily Zhou
- Department of Immunology and Microbiology, Scripps Research Institute, La Jolla, CA, USA
| | - Gina El Nesr
- Biophysics Program, Stanford University, Stanford, CA, USA
| | - Kimia Dasteh Goli
- Center for Computational and Genomic Medicine, Department of Pathology and Laboratory Medicine, Children's Hospital of Philadelphia, Philadelphia, PA, USA
- Department of Biochemistry and Biophysics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Laurence C Eisenlohr
- Department of Pathology and Laboratory Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Andy J Minn
- Department of Radiation Oncology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Rogelio A Hernandez-Lopez
- Department of Bioengineering, Stanford University, Stanford, CA, USA
- Department of Genetics, Stanford University, Stanford, CA, USA
- Stanford Cancer Institute, Stanford University, Stanford, CA, USA
- Chan-Zuckerberg Biohub, San Francisco, CA, USA
| | - Joseph G Jardine
- Department of Immunology and Microbiology, Scripps Research Institute, La Jolla, CA, USA
| | - Nikolaos G Sgourakis
- Center for Computational and Genomic Medicine, Department of Pathology and Laboratory Medicine, Children's Hospital of Philadelphia, Philadelphia, PA, USA.
- Department of Biochemistry and Biophysics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
| | - Po-Ssu Huang
- Department of Chemistry, Stanford University, Stanford, CA, USA.
- Department of Bioengineering, Stanford University, Stanford, CA, USA.
- Biophysics Program, Stanford University, Stanford, CA, USA.
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6
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Nicolai E, Tomassetti F, Pignalosa S, Redi S, Marino M, Basile U, Ciotti M. The Evolution of Serological Assays during Two Years of the COVID-19 Pandemic: From an Easy-to-Use Screening Tool for Identifying Current Infections to Laboratory Algorithms for Discovering Immune Protection and Optimizing Vaccine Administration. COVID 2024; 4:1272-1290. [DOI: 10.3390/covid4080091] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/13/2025]
Abstract
The emergence of COVID-19 has evolved into a global pandemic, causing an unprecedented public health crisis marked by unprecedented levels of morbidity never seen in the recent past. Considerable research efforts have been made in the scientific community to establish an optimal method to identify severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infections and to understand the induced immune response. This review examined the development of serological tests during the COVID-19 pandemic, considering the factors affecting sensitivity and specificity, which are key to promote an efficient vaccination strategy for public health. The market has witnessed the introduction of various serological tests for the detection of SARS-CoV-2, such as the chemiluminescence immunoassay (CLIA), which emerged as a powerful and rapid tool to monitor the antibody response before and after vaccination or infection. Therefore, developing serological tests by studying antibody trends and persistence is essential for creating long-term strategies. Our analysis underscores the multifaceted applications of serological tests in pandemic management with a focus on the critical insights they provide into antibody dynamics that help in managing the ongoing pandemic and shaping future public health initiatives, providing a basis for optimizing the future response to viral threats.
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Affiliation(s)
- Eleonora Nicolai
- Department of Experimental Medicine, University of Rome “Tor Vergata”, Via Montpellier 1, 00133 Rome, Italy
| | - Flaminia Tomassetti
- Department of Experimental Medicine, University of Rome “Tor Vergata”, Via Montpellier 1, 00133 Rome, Italy
| | - Stefano Pignalosa
- Department of Clinical Pathology, Santa Maria Goretti Hospital, A.U.S.L. Latina, 04100 Latina, Italy
| | - Serena Redi
- Department of Clinical Pathology, Santa Maria Goretti Hospital, A.U.S.L. Latina, 04100 Latina, Italy
| | - Mariapaola Marino
- Dipartimento di Medicina e Chirurgia Traslazionale, Sezione di Patologia Generale, Università Cattolica del Sacro Cuore, 00168 Rome, Italy
- Fondazione Policlinico Universitario “A. Gemelli” I.R.C.C.S., 00168 Rome, Italy
| | - Umberto Basile
- Department of Clinical Pathology, Santa Maria Goretti Hospital, A.U.S.L. Latina, 04100 Latina, Italy
| | - Marco Ciotti
- Department of Laboratory Medicine, Virology Unit, Tor Vergata University Hospital, Viale Oxford 81, 00133 Rome, Italy
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Hutchings CJ, Sato AK. Phage display technology and its impact in the discovery of novel protein-based drugs. Expert Opin Drug Discov 2024; 19:887-915. [PMID: 39074492 DOI: 10.1080/17460441.2024.2367023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2023] [Accepted: 06/07/2024] [Indexed: 07/31/2024]
Abstract
INTRODUCTION Phage display technology is a well-established versatile in vitro display technology that has been used for over 35 years to identify peptides and antibodies for use as reagents and therapeutics, as well as exploring the diversity of alternative scaffolds as another option to conventional therapeutic antibody discovery. Such successes have been responsible for spawning a range of biotechnology companies, as well as many complementary technologies devised to expedite the drug discovery process and resolve bottlenecks in the discovery workflow. AREAS COVERED In this perspective, the authors summarize the application of phage display for drug discovery and provide examples of protein-based drugs that have either been approved or are being developed in the clinic. The amenability of phage display to generate functional protein molecules to challenging targets and recent developments of strategies and techniques designed to harness the power of sampling diverse repertoires are highlighted. EXPERT OPINION Phage display is now routinely combined with cutting-edge technologies to deep-mine antibody-based repertoires, peptide, or alternative scaffold libraries generating a wealth of data that can be leveraged, e.g. via artificial intelligence, to enable the potential for clinical success in the discovery and development of protein-based therapeutics.
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Khalek IS, Senji Laxme RR, Nguyen YTK, Khochare S, Patel RN, Woehl J, Smith JM, Saye-Francisco K, Kim Y, Misson Mindrebo L, Tran Q, Kędzior M, Boré E, Limbo O, Verma M, Stanfield RL, Menzies SK, Ainsworth S, Harrison RA, Burton DR, Sok D, Wilson IA, Casewell NR, Sunagar K, Jardine JG. Synthetic development of a broadly neutralizing antibody against snake venom long-chain α-neurotoxins. Sci Transl Med 2024; 16:eadk1867. [PMID: 38381847 DOI: 10.1126/scitranslmed.adk1867] [Citation(s) in RCA: 25] [Impact Index Per Article: 25.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2023] [Accepted: 01/26/2024] [Indexed: 02/23/2024]
Abstract
Snakebite envenoming is a major global public health concern for which improved therapies are urgently needed. The antigenic diversity present in snake venom toxins from various species presents a considerable challenge to the development of a universal antivenom. Here, we used a synthetic human antibody library to find and develop an antibody that neutralizes long-chain three-finger α-neurotoxins produced by numerous medically relevant snakes. Our antibody bound diverse toxin variants with high affinity, blocked toxin binding to the nicotinic acetylcholine receptor in vitro, and protected mice from lethal venom challenge. Structural analysis of the antibody-toxin complex revealed a binding mode that mimics the receptor-toxin interaction. The overall workflow presented is generalizable for the development of antibodies that target conserved epitopes among antigenically diverse targets, and it offers a promising framework for the creation of a monoclonal antibody-based universal antivenom to treat snakebite envenoming.
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Affiliation(s)
- Irene S Khalek
- Department of Immunology and Microbiology, Scripps Research Institute, La Jolla, CA 92037, USA
- IAVI Neutralizing Antibody Center, Scripps Research Institute, La Jolla, CA 92037, USA
- IAVI, New York, NY 10004, USA
| | - R R Senji Laxme
- IAVI Neutralizing Antibody Center, Scripps Research Institute, La Jolla, CA 92037, USA
- Evolutionary Venomics Lab, Centre for Ecological Sciences, Indian Institute of Science, Bangalore 560012, Karnataka, India
| | - Yen Thi Kim Nguyen
- Department of Integrative Structural and Computational Biology, Scripps Research Institute, La Jolla, CA 92037, USA
| | - Suyog Khochare
- Evolutionary Venomics Lab, Centre for Ecological Sciences, Indian Institute of Science, Bangalore 560012, Karnataka, India
| | - Rohit N Patel
- Centre for Snakebite Research & Interventions, Department of Tropical Disease Biology, Liverpool School of Tropical Medicine, Liverpool L3 5QA, UK
| | - Jordan Woehl
- Department of Immunology and Microbiology, Scripps Research Institute, La Jolla, CA 92037, USA
- IAVI Neutralizing Antibody Center, Scripps Research Institute, La Jolla, CA 92037, USA
- IAVI, New York, NY 10004, USA
| | - Jessica M Smith
- Department of Immunology and Microbiology, Scripps Research Institute, La Jolla, CA 92037, USA
- IAVI Neutralizing Antibody Center, Scripps Research Institute, La Jolla, CA 92037, USA
- IAVI, New York, NY 10004, USA
| | - Karen Saye-Francisco
- Department of Immunology and Microbiology, Scripps Research Institute, La Jolla, CA 92037, USA
- IAVI Neutralizing Antibody Center, Scripps Research Institute, La Jolla, CA 92037, USA
| | - Yoojin Kim
- Department of Immunology and Microbiology, Scripps Research Institute, La Jolla, CA 92037, USA
- IAVI Neutralizing Antibody Center, Scripps Research Institute, La Jolla, CA 92037, USA
- IAVI, New York, NY 10004, USA
| | - Laetitia Misson Mindrebo
- Department of Immunology and Microbiology, Scripps Research Institute, La Jolla, CA 92037, USA
- IAVI Neutralizing Antibody Center, Scripps Research Institute, La Jolla, CA 92037, USA
- IAVI, New York, NY 10004, USA
| | - Quoc Tran
- Department of Immunology and Microbiology, Scripps Research Institute, La Jolla, CA 92037, USA
- IAVI Neutralizing Antibody Center, Scripps Research Institute, La Jolla, CA 92037, USA
- IAVI, New York, NY 10004, USA
| | - Mateusz Kędzior
- Department of Immunology and Microbiology, Scripps Research Institute, La Jolla, CA 92037, USA
- IAVI Neutralizing Antibody Center, Scripps Research Institute, La Jolla, CA 92037, USA
- IAVI, New York, NY 10004, USA
| | - Evy Boré
- Centre for Snakebite Research & Interventions, Department of Tropical Disease Biology, Liverpool School of Tropical Medicine, Liverpool L3 5QA, UK
| | - Oliver Limbo
- Department of Immunology and Microbiology, Scripps Research Institute, La Jolla, CA 92037, USA
- IAVI Neutralizing Antibody Center, Scripps Research Institute, La Jolla, CA 92037, USA
- IAVI, New York, NY 10004, USA
| | - Megan Verma
- Department of Immunology and Microbiology, Scripps Research Institute, La Jolla, CA 92037, USA
- IAVI Neutralizing Antibody Center, Scripps Research Institute, La Jolla, CA 92037, USA
- IAVI, New York, NY 10004, USA
| | - Robyn L Stanfield
- Department of Integrative Structural and Computational Biology, Scripps Research Institute, La Jolla, CA 92037, USA
| | - Stefanie K Menzies
- Centre for Snakebite Research & Interventions, Department of Tropical Disease Biology, Liverpool School of Tropical Medicine, Liverpool L3 5QA, UK
| | - Stuart Ainsworth
- Centre for Snakebite Research & Interventions, Department of Tropical Disease Biology, Liverpool School of Tropical Medicine, Liverpool L3 5QA, UK
| | - Robert A Harrison
- Centre for Snakebite Research & Interventions, Department of Tropical Disease Biology, Liverpool School of Tropical Medicine, Liverpool L3 5QA, UK
| | - Dennis R Burton
- Department of Immunology and Microbiology, Scripps Research Institute, La Jolla, CA 92037, USA
- IAVI Neutralizing Antibody Center, Scripps Research Institute, La Jolla, CA 92037, USA
- Consortium for HIV/AIDS Vaccine Development (CHAVD), Scripps Research Institute, La Jolla, CA 92037, USA
- Ragon Institute of Massachusetts General Hospital, Massachusetts Institute of Technology, and Harvard University, Cambridge, MA 02139, USA
| | - Devin Sok
- Department of Immunology and Microbiology, Scripps Research Institute, La Jolla, CA 92037, USA
- IAVI Neutralizing Antibody Center, Scripps Research Institute, La Jolla, CA 92037, USA
- IAVI, New York, NY 10004, USA
- Consortium for HIV/AIDS Vaccine Development (CHAVD), Scripps Research Institute, La Jolla, CA 92037, USA
| | - Ian A Wilson
- Department of Integrative Structural and Computational Biology, Scripps Research Institute, La Jolla, CA 92037, USA
- Skaggs Institute for Chemical Biology, Scripps Research Institute, La Jolla, CA 92037, USA
| | - Nicholas R Casewell
- Centre for Snakebite Research & Interventions, Department of Tropical Disease Biology, Liverpool School of Tropical Medicine, Liverpool L3 5QA, UK
| | - Kartik Sunagar
- Evolutionary Venomics Lab, Centre for Ecological Sciences, Indian Institute of Science, Bangalore 560012, Karnataka, India
| | - Joseph G Jardine
- Department of Immunology and Microbiology, Scripps Research Institute, La Jolla, CA 92037, USA
- IAVI Neutralizing Antibody Center, Scripps Research Institute, La Jolla, CA 92037, USA
- IAVI, New York, NY 10004, USA
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9
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Wang R, Han Y, Zhang R, Zhu J, Nan X, Liu Y, Yang Z, Zhou B, Yu J, Lin Z, Li J, Chen P, Wang Y, Li Y, Liu D, Shi X, Wang X, Zhang Q, Yang YR, Li T, Zhang L. Dissecting the intricacies of human antibody responses to SARS-CoV-1 and SARS-CoV-2 infection. Immunity 2023; 56:2635-2649.e6. [PMID: 37924813 DOI: 10.1016/j.immuni.2023.10.007] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2023] [Revised: 08/25/2023] [Accepted: 10/11/2023] [Indexed: 11/06/2023]
Abstract
The 2003 severe acute respiratory syndrome coronavirus (SARS-CoV-1) causes more severe disease than SARS-CoV-2, which is responsible for COVID-19. However, our understanding of antibody response to SARS-CoV-1 infection remains incomplete. Herein, we studied the antibody responses in 25 SARS-CoV-1 convalescent patients. Plasma neutralization was higher and lasted longer in SARS-CoV-1 patients than in severe SARS-CoV-2 patients. Among 77 monoclonal antibodies (mAbs) isolated, 60 targeted the receptor-binding domain (RBD) and formed 7 groups (RBD-1 to RBD-7) based on their distinct binding and structural profiles. Notably, RBD-7 antibodies bound to a unique RBD region interfaced with the N-terminal domain of the neighboring protomer (NTD proximal) and were more prevalent in SARS-CoV-1 patients. Broadly neutralizing antibodies for SARS-CoV-1, SARS-CoV-2, and bat and pangolin coronaviruses were also identified. These results provide further insights into the antibody response to SARS-CoV-1 and inform the design of more effective strategies against diverse human and animal coronaviruses.
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Affiliation(s)
- Ruoke Wang
- Comprehensive AIDS Research Center, Center for Global Health and Infectious Diseases Research, NexVac Research Center, Center for Infectious Diseases Research, Department of Basic Medical Sciences, School of Medicine, Tsinghua University, Beijing 100084, China; Tsinghua-Peking Joint Center for Life Sciences, Beijing 100084, China
| | - Yang Han
- Department of Infectious Diseases, Peking Union Medical College Hospital, Beijing 100730, China; State Key Laboratory for Complex, Severe, and Rare Diseases, Peking Union Medical College Hospital, Beijing 100005, China
| | - Rui Zhang
- Comprehensive AIDS Research Center, Center for Global Health and Infectious Diseases Research, NexVac Research Center, Center for Infectious Diseases Research, Department of Basic Medical Sciences, School of Medicine, Tsinghua University, Beijing 100084, China
| | - Jiayi Zhu
- CAS Key Laboratory of Nanosystem and Hierarchical Fabrication, National Center for Nanoscience and Technology of China, CAS, Beijing 100190, China
| | - Xuanyu Nan
- CAS Key Laboratory of Nanosystem and Hierarchical Fabrication, National Center for Nanoscience and Technology of China, CAS, Beijing 100190, China
| | - Yaping Liu
- Comprehensive AIDS Research Center, Center for Global Health and Infectious Diseases Research, NexVac Research Center, Center for Infectious Diseases Research, Department of Basic Medical Sciences, School of Medicine, Tsinghua University, Beijing 100084, China
| | - Ziqing Yang
- Comprehensive AIDS Research Center, Center for Global Health and Infectious Diseases Research, NexVac Research Center, Center for Infectious Diseases Research, Department of Basic Medical Sciences, School of Medicine, Tsinghua University, Beijing 100084, China
| | - Bini Zhou
- Key Laboratory of Bioorganic Phosphorus Chemistry and Chemical Biology, Department of Chemistry, Tsinghua University, Beijing 100084, China
| | - Jinfang Yu
- The Ministry of Education Key Laboratory of Protein Science, Beijing Advanced Innovation Center for Structural Biology, Beijing Frontier Research Center for Biological Structure, Collaborative Innovation Center for Biotherapy, School of Life Sciences, Tsinghua University, Beijing 100084, China
| | - Zichun Lin
- The Ministry of Education Key Laboratory of Protein Science, Beijing Advanced Innovation Center for Structural Biology, Beijing Frontier Research Center for Biological Structure, Collaborative Innovation Center for Biotherapy, School of Life Sciences, Tsinghua University, Beijing 100084, China
| | - Jinqian Li
- Comprehensive AIDS Research Center, Center for Global Health and Infectious Diseases Research, NexVac Research Center, Center for Infectious Diseases Research, Department of Basic Medical Sciences, School of Medicine, Tsinghua University, Beijing 100084, China
| | - Peng Chen
- Comprehensive AIDS Research Center, Center for Global Health and Infectious Diseases Research, NexVac Research Center, Center for Infectious Diseases Research, Department of Basic Medical Sciences, School of Medicine, Tsinghua University, Beijing 100084, China
| | - Yangjunqi Wang
- CAS Key Laboratory of Nanosystem and Hierarchical Fabrication, National Center for Nanoscience and Technology of China, CAS, Beijing 100190, China
| | - Yujie Li
- Key Laboratory of Bioorganic Phosphorus Chemistry and Chemical Biology, Department of Chemistry, Tsinghua University, Beijing 100084, China
| | - Dongsheng Liu
- Key Laboratory of Bioorganic Phosphorus Chemistry and Chemical Biology, Department of Chemistry, Tsinghua University, Beijing 100084, China
| | - Xuanling Shi
- Comprehensive AIDS Research Center, Center for Global Health and Infectious Diseases Research, NexVac Research Center, Center for Infectious Diseases Research, Department of Basic Medical Sciences, School of Medicine, Tsinghua University, Beijing 100084, China
| | - Xinquan Wang
- The Ministry of Education Key Laboratory of Protein Science, Beijing Advanced Innovation Center for Structural Biology, Beijing Frontier Research Center for Biological Structure, Collaborative Innovation Center for Biotherapy, School of Life Sciences, Tsinghua University, Beijing 100084, China
| | - Qi Zhang
- Comprehensive AIDS Research Center, Center for Global Health and Infectious Diseases Research, NexVac Research Center, Center for Infectious Diseases Research, Department of Basic Medical Sciences, School of Medicine, Tsinghua University, Beijing 100084, China
| | - Yuhe R Yang
- CAS Key Laboratory of Nanosystem and Hierarchical Fabrication, National Center for Nanoscience and Technology of China, CAS, Beijing 100190, China; University of Chinese Academy of Sciences, Beijing 100049, China.
| | - Taisheng Li
- Department of Infectious Diseases, Peking Union Medical College Hospital, Beijing 100730, China; State Key Laboratory for Complex, Severe, and Rare Diseases, Peking Union Medical College Hospital, Beijing 100005, China.
| | - Linqi Zhang
- Comprehensive AIDS Research Center, Center for Global Health and Infectious Diseases Research, NexVac Research Center, Center for Infectious Diseases Research, Department of Basic Medical Sciences, School of Medicine, Tsinghua University, Beijing 100084, China; Institute of Biopharmaceutical and Health Engineering, Tsinghua Shenzhen International Graduate School, Tsinghua University, Shenzhen 518055, China; Institute of Biomedical Health Technology and Engineering, Shenzhen Bay Laboratory, Shenzhen 518132, China.
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