1
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Wang Y, Lv H, Teo QW, Lei R, Gopal AB, Ouyang WO, Yeung YH, Tan TJC, Choi D, Shen IR, Chen X, Graham CS, Wu NC. An explainable language model for antibody specificity prediction using curated influenza hemagglutinin antibodies. Immunity 2024:S1074-7613(24)00371-6. [PMID: 39163866 DOI: 10.1016/j.immuni.2024.07.022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2023] [Revised: 04/24/2024] [Accepted: 07/24/2024] [Indexed: 08/22/2024]
Abstract
Despite decades of antibody research, it remains challenging to predict the specificity of an antibody solely based on its sequence. Two major obstacles are the lack of appropriate models and the inaccessibility of datasets for model training. In this study, we curated >5,000 influenza hemagglutinin (HA) antibodies by mining research publications and patents, which revealed many distinct sequence features between antibodies to HA head and stem domains. We then leveraged this dataset to develop a lightweight memory B cell language model (mBLM) for sequence-based antibody specificity prediction. Model explainability analysis showed that mBLM could identify key sequence features of HA stem antibodies. Additionally, by applying mBLM to HA antibodies with unknown epitopes, we discovered and experimentally validated many HA stem antibodies. Overall, this study not only advances our molecular understanding of the antibody response to the influenza virus but also provides a valuable resource for applying deep learning to antibody research.
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Affiliation(s)
- Yiquan Wang
- Department of Biochemistry, University of Illinois Urbana-Champaign, Urbana, IL 61801, USA
| | - Huibin Lv
- Department of Biochemistry, University of Illinois Urbana-Champaign, Urbana, IL 61801, USA; Carl R. Woese Institute for Genomic Biology, University of Illinois Urbana-Champaign, Urbana, IL 61801, USA
| | - Qi Wen Teo
- Department of Biochemistry, University of Illinois Urbana-Champaign, Urbana, IL 61801, USA; Carl R. Woese Institute for Genomic Biology, University of Illinois Urbana-Champaign, Urbana, IL 61801, USA
| | - Ruipeng Lei
- Department of Biochemistry, University of Illinois Urbana-Champaign, Urbana, IL 61801, USA
| | - Akshita B Gopal
- Department of Biochemistry, University of Illinois Urbana-Champaign, Urbana, IL 61801, USA
| | - Wenhao O Ouyang
- Department of Biochemistry, University of Illinois Urbana-Champaign, Urbana, IL 61801, USA
| | - Yuen-Hei Yeung
- Department of Biochemistry, University of Illinois Urbana-Champaign, Urbana, IL 61801, USA; Department of Computer Science, University of Illinois Urbana-Champaign, Urbana, IL 61801, USA; Department of Computer Science, City University of Hong Kong, Kowloon, Hong Kong SAR, China
| | - Timothy J C Tan
- Center for Biophysics and Quantitative Biology, University of Illinois Urbana-Champaign, Urbana, IL 61801, USA
| | - Danbi Choi
- Department of Biochemistry, University of Illinois Urbana-Champaign, Urbana, IL 61801, USA
| | - Ivana R Shen
- Department of Biochemistry, University of Illinois Urbana-Champaign, Urbana, IL 61801, USA
| | - Xin Chen
- Center for Biophysics and Quantitative Biology, University of Illinois Urbana-Champaign, Urbana, IL 61801, USA
| | - Claire S Graham
- Department of Biochemistry, University of Illinois Urbana-Champaign, Urbana, IL 61801, USA
| | - Nicholas C Wu
- Department of Biochemistry, University of Illinois Urbana-Champaign, Urbana, IL 61801, USA; Carl R. Woese Institute for Genomic Biology, University of Illinois Urbana-Champaign, Urbana, IL 61801, USA; Center for Biophysics and Quantitative Biology, University of Illinois Urbana-Champaign, Urbana, IL 61801, USA; Carle Illinois College of Medicine, University of Illinois Urbana-Champaign, Urbana, IL 61801, USA.
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2
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Tang D, Gueto-Tettay C, Hjortswang E, Ströbaek J, Ekström S, Happonen L, Malmström L, Malmström J. Multimodal Mass Spectrometry Identifies a Conserved Protective Epitope in S. pyogenes Streptolysin O. Anal Chem 2024; 96:9060-9068. [PMID: 38701337 PMCID: PMC11154737 DOI: 10.1021/acs.analchem.4c00596] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2024] [Revised: 04/16/2024] [Accepted: 04/24/2024] [Indexed: 05/05/2024]
Abstract
An important element of antibody-guided vaccine design is the use of neutralizing or opsonic monoclonal antibodies to define protective epitopes in their native three-dimensional conformation. Here, we demonstrate a multimodal mass spectrometry-based strategy for in-depth characterization of antigen-antibody complexes to enable the identification of protective epitopes using the cytolytic exotoxin Streptolysin O (SLO) from Streptococcus pyogenes as a showcase. We first discovered a monoclonal antibody with an undisclosed sequence capable of neutralizing SLO-mediated cytolysis. The amino acid sequence of both the antibody light and the heavy chain was determined using mass-spectrometry-based de novo sequencing, followed by chemical cross-linking mass spectrometry to generate distance constraints between the antibody fragment antigen-binding region and SLO. Subsequent integrative computational modeling revealed a discontinuous epitope located in domain 3 of SLO that was experimentally validated by hydrogen-deuterium exchange mass spectrometry and reverse engineering of the targeted epitope. The results show that the antibody inhibits SLO-mediated cytolysis by binding to a discontinuous epitope in domain 3, likely preventing oligomerization and subsequent secondary structure transitions critical for pore-formation. The epitope is highly conserved across >98% of the characterized S. pyogenes isolates, making it an attractive target for antibody-based therapy and vaccine design against severe streptococcal infections.
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Affiliation(s)
- Di Tang
- Division
of Infection Medicine, Department of Clinical Sciences, Faculty of
Medicine, Lund University, Klinikgatan 32, 222 42 Lund, Sweden
| | - Carlos Gueto-Tettay
- Division
of Infection Medicine, Department of Clinical Sciences, Faculty of
Medicine, Lund University, Klinikgatan 32, 222 42 Lund, Sweden
| | - Elisabeth Hjortswang
- Division
of Infection Medicine, Department of Clinical Sciences, Faculty of
Medicine, Lund University, Klinikgatan 32, 222 42 Lund, Sweden
| | - Joel Ströbaek
- Division
of Infection Medicine, Department of Clinical Sciences, Faculty of
Medicine, Lund University, Klinikgatan 32, 222 42 Lund, Sweden
| | - Simon Ekström
- SciLifeLab,
Integrated Structural Biology Platform, Structural Proteomics Unit
Sweden, Lund University, Klinikgatan 32, 222
42 Lund, Sweden
| | - Lotta Happonen
- Division
of Infection Medicine, Department of Clinical Sciences, Faculty of
Medicine, Lund University, Klinikgatan 32, 222 42 Lund, Sweden
| | - Lars Malmström
- Division
of Infection Medicine, Department of Clinical Sciences, Faculty of
Medicine, Lund University, Klinikgatan 32, 222 42 Lund, Sweden
| | - Johan Malmström
- Division
of Infection Medicine, Department of Clinical Sciences, Faculty of
Medicine, Lund University, Klinikgatan 32, 222 42 Lund, Sweden
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3
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Aoki K, Higashi K, Oda S, Manabe A, Maeda K, Morise J, Oka S, Inuki S, Ohno H, Oishi S, Nonaka M. Engineering a Low-Immunogenic Mirror-Image VHH against Vascular Endothelial Growth Factor. ACS Chem Biol 2024; 19:1194-1205. [PMID: 38695546 DOI: 10.1021/acschembio.4c00197] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/18/2024]
Abstract
Immunogenicity is a major caveat of protein therapeutics. In particular, the long-term administration of protein therapeutic agents leads to the generation of antidrug antibodies (ADAs), which reduce drug efficacy while eliciting adverse events. One promising solution to this issue is the use of mirror-image proteins consisting of d-amino acids, which are resistant to proteolytic degradation in immune cells. We have recently reported the chemical synthesis of the enantiomeric form of the variable domain of the antibody heavy chain (d-VHH). However, identifying mirror-image antibodies capable of binding to natural ligands remains challenging. In this study, we developed a novel screening platform to identify a d-VHH specific for vascular endothelial growth factor A (VEGF-A). We performed mirror-image screening of two newly constructed synthetic VHH libraries displayed on T7 phage and identified VHH sequences that effectively bound to the mirror-image VEGF-A target (d-VEGF-A). We subsequently synthesized a d-VHH candidate that preferentially bound the native VEGF-A (l-VEGF-A) with submicromolar affinity. Furthermore, immunization studies in mice demonstrated that this d-VHH elicited no ADAs, unlike its corresponding l-VHH. Our findings highlight the utility of this novel d-VHH screening platform in the development of protein therapeutics exhibiting both reduced immunogenicity and improved efficacy.
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Affiliation(s)
- Keisuke Aoki
- Graduate School of Pharmaceutical Sciences, Kyoto University, Sakyo-ku, Kyoto 606-8501, Japan
- Laboratory of Medicinal Chemistry, Kyoto Pharmaceutical University, Yamashina-ku, Kyoto 607-8412, Japan
| | - Katsuaki Higashi
- Department of Biological Chemistry, Human Health Sciences, Graduate School of Medicine, Kyoto University, Sakyo-ku, Kyoto 606-8507, Japan
| | - Sakiho Oda
- Department of Biological Chemistry, Human Health Sciences, Graduate School of Medicine, Kyoto University, Sakyo-ku, Kyoto 606-8507, Japan
| | - Asako Manabe
- Department of Biological Chemistry, Human Health Sciences, Graduate School of Medicine, Kyoto University, Sakyo-ku, Kyoto 606-8507, Japan
| | - Kayuu Maeda
- Department of Biological Chemistry, Human Health Sciences, Graduate School of Medicine, Kyoto University, Sakyo-ku, Kyoto 606-8507, Japan
| | - Jyoji Morise
- Department of Biological Chemistry, Human Health Sciences, Graduate School of Medicine, Kyoto University, Sakyo-ku, Kyoto 606-8507, Japan
| | - Shogo Oka
- Department of Biological Chemistry, Human Health Sciences, Graduate School of Medicine, Kyoto University, Sakyo-ku, Kyoto 606-8507, Japan
| | - Shinsuke Inuki
- Graduate School of Pharmaceutical Sciences, Kyoto University, Sakyo-ku, Kyoto 606-8501, Japan
| | - Hiroaki Ohno
- Graduate School of Pharmaceutical Sciences, Kyoto University, Sakyo-ku, Kyoto 606-8501, Japan
| | - Shinya Oishi
- Graduate School of Pharmaceutical Sciences, Kyoto University, Sakyo-ku, Kyoto 606-8501, Japan
- Laboratory of Medicinal Chemistry, Kyoto Pharmaceutical University, Yamashina-ku, Kyoto 607-8412, Japan
| | - Motohiro Nonaka
- Department of Biological Chemistry, Human Health Sciences, Graduate School of Medicine, Kyoto University, Sakyo-ku, Kyoto 606-8507, Japan
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4
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Zhou Y, Durek T, Craik DJ, Rehm FBH. Sortase-Catalyzed Protein Domain Inversion. Angew Chem Int Ed Engl 2024; 63:e202316777. [PMID: 38366985 DOI: 10.1002/anie.202316777] [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: 11/05/2023] [Revised: 02/11/2024] [Accepted: 02/13/2024] [Indexed: 02/19/2024]
Abstract
Topological transformations and permutations of proteins have attracted significant interest as strategies to generate new protein functionalities or stability. These efforts have mainly been inspired by naturally occurring post-translational modifications, such as head-to-tail cyclization, circular permutation, or lasso-like entanglement. Such approaches can be realized experimentally via genetic encoding, in the case of circular permutation, or via enzymatic processing, in the case of cyclization. Notably, these previously described strategies leave the polypeptide backbone orientation unaltered. Here we describe an unnatural protein permutation, the protein domain inversion, whereby a C-terminal portion of a protein is enzymatically inverted from the canonical N-to-C to a C-to-C configuration with respect to the N-terminal part of the protein. The closest conceptually analogous biological process is perhaps the inversion of DNA segments as catalyzed by recombinases. We achieve these inversions using an engineered sortase A, a widely used transpeptidase. Our reactions proceed efficiently under mild conditions at 4-25 °C and are compatible with entirely heterologously-produced protein substrates.
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Affiliation(s)
- Yan Zhou
- ARC Centre of Excellence for Innovations in Peptide and Protein Science, Institute for Molecular Bioscience, The University of Queensland, Brisbane, QLD, 4072, Australia
| | - Thomas Durek
- ARC Centre of Excellence for Innovations in Peptide and Protein Science, Institute for Molecular Bioscience, The University of Queensland, Brisbane, QLD, 4072, Australia
| | - David J Craik
- ARC Centre of Excellence for Innovations in Peptide and Protein Science, Institute for Molecular Bioscience, The University of Queensland, Brisbane, QLD, 4072, Australia
| | - Fabian B H Rehm
- ARC Centre of Excellence for Innovations in Peptide and Protein Science, Institute for Molecular Bioscience, The University of Queensland, Brisbane, QLD, 4072, Australia
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5
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Sych T, Schlegel J, Barriga HMG, Ojansivu M, Hanke L, Weber F, Beklem Bostancioglu R, Ezzat K, Stangl H, Plochberger B, Laurencikiene J, El Andaloussi S, Fürth D, Stevens MM, Sezgin E. High-throughput measurement of the content and properties of nano-sized bioparticles with single-particle profiler. Nat Biotechnol 2024; 42:587-590. [PMID: 37308687 PMCID: PMC11021190 DOI: 10.1038/s41587-023-01825-5] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2022] [Accepted: 05/10/2023] [Indexed: 06/14/2023]
Abstract
We introduce a method, single-particle profiler, that provides single-particle information on the content and biophysical properties of thousands of particles in the size range 5-200 nm. We use our single-particle profiler to measure the messenger RNA encapsulation efficiency of lipid nanoparticles, the viral binding efficiencies of different nanobodies, and the biophysical heterogeneity of liposomes, lipoproteins, exosomes and viruses.
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Affiliation(s)
- Taras Sych
- Science for Life Laboratory, Department of Women's and Children's Health, Karolinska Institutet, Solna, Sweden
| | - Jan Schlegel
- Science for Life Laboratory, Department of Women's and Children's Health, Karolinska Institutet, Solna, Sweden
| | - Hanna M G Barriga
- Department of Medical Biochemistry and Biophysics, Karolinska Institutet, Stockholm, Sweden
| | - Miina Ojansivu
- Department of Medical Biochemistry and Biophysics, Karolinska Institutet, Stockholm, Sweden
| | - Leo Hanke
- Division of Infectious Diseases, Department of Medicine Solna and Center for Molecular Medicine, Karolinska Institutet, Stockholm, Sweden
| | - Florian Weber
- Science for Life Laboratory, Department of Women's and Children's Health, Karolinska Institutet, Solna, Sweden
- Department Medical Engineering, University of Applied Sciences Upper Austria, Linz, Austria
| | | | - Kariem Ezzat
- Department of Laboratory Medicine, Karolinska Institutet, Huddinge, Sweden
| | - Herbert Stangl
- Medical University of Vienna, Center for Pathobiochemistry and Genetics, Institute of Medical Chemistry, Vienna, Austria
| | - Birgit Plochberger
- Department Medical Engineering, University of Applied Sciences Upper Austria, Linz, Austria
- LBG Ludwig Boltzmann Institute for Traumatology, Nanoscopy, Vienna, Austria
| | - Jurga Laurencikiene
- Lipid Laboratory, Department of Medicine Huddinge, Karolinska Institutet, Stockholm, Sweden
| | | | - Daniel Fürth
- Science for Life Laboratory, Department of Immunology, Genetics and Pathology, Uppsala University, Uppsala, Sweden
| | - Molly M Stevens
- Department of Medical Biochemistry and Biophysics, Karolinska Institutet, Stockholm, Sweden
- Department of Materials, Department of Bioengineering and Institute of Biomedical Engineering, Imperial College London, London, UK
| | - Erdinc Sezgin
- Science for Life Laboratory, Department of Women's and Children's Health, Karolinska Institutet, Solna, Sweden.
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6
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Haynes CA, Keppel TR, Mekonnen B, Osman SH, Zhou Y, Woolfitt AR, Baudys J, Barr JR, Wang D. Inclusion of deuterated glycopeptides provides increased sequence coverage in hydrogen/deuterium exchange mass spectrometry analysis of SARS-CoV-2 spike glycoprotein. RAPID COMMUNICATIONS IN MASS SPECTROMETRY : RCM 2024; 38:e9690. [PMID: 38355883 PMCID: PMC10871554 DOI: 10.1002/rcm.9690] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/13/2023] [Revised: 11/28/2023] [Accepted: 12/03/2023] [Indexed: 02/16/2024]
Abstract
RATIONALE Hydrogen/deuterium exchange mass spectrometry (HDX-MS) can provide precise analysis of a protein's conformational dynamics across varied states, such as heat-denatured versus native protein structures, localizing regions that are specifically affected by such conditional changes. Maximizing protein sequence coverage provides high confidence that regions of interest were located by HDX-MS, but one challenge for complete sequence coverage is N-glycosylation sites. The deuteration of peptides post-translationally modified by asparagine-bound glycans (glycopeptides) has not always been identified in previous reports of HDX-MS analyses, causing significant sequence coverage gaps in heavily glycosylated proteins and uncertainty in structural dynamics in many regions throughout a glycoprotein. METHODS We detected deuterated glycopeptides with a Tribrid Orbitrap Eclipse mass spectrometer performing data-dependent acquisition. An MS scan was used to identify precursor ions; if high-energy collision-induced dissociation MS/MS of the precursor indicated oxonium ions diagnostic for complex glycans, then electron transfer low-energy collision-induced dissociation MS/MS scans of the precursor identified the modified asparagine residue and the glycan's mass. As in traditional HDX-MS, the identified glycopeptides were then analyzed at the MS level in samples labeled with D2 O. RESULTS We report HDX-MS analysis of the SARS-CoV-2 spike protein ectodomain in its trimeric prefusion form, which has 22 predicted N-glycosylation sites per monomer, with and without heat treatment. We identified glycopeptides and calculated their average isotopic mass shifts from deuteration. Inclusion of the deuterated glycopeptides increased sequence coverage of spike ectodomain from 76% to 84%, demonstrated that glycopeptides had been deuterated, and improved confidence in results localizing structural rearrangements. CONCLUSION Inclusion of deuterated glycopeptides improves the analysis of the conformational dynamics of glycoproteins such as viral surface antigens and cellular receptors.
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Affiliation(s)
- Christopher A Haynes
- Structure Laboratory, Clinical Chemistry Branch, Division of Laboratory Sciences, Centers for Disease Control and Prevention, Atlanta, Georgia, USA
| | - Theodore R Keppel
- Structure Laboratory, Clinical Chemistry Branch, Division of Laboratory Sciences, Centers for Disease Control and Prevention, Atlanta, Georgia, USA
| | - Betlehem Mekonnen
- Structure Laboratory, Clinical Chemistry Branch, Division of Laboratory Sciences, Centers for Disease Control and Prevention, Atlanta, Georgia, USA
| | - Sarah H Osman
- Structure Laboratory, Clinical Chemistry Branch, Division of Laboratory Sciences, Centers for Disease Control and Prevention, Atlanta, Georgia, USA
| | - Yu Zhou
- Structure Laboratory, Clinical Chemistry Branch, Division of Laboratory Sciences, Centers for Disease Control and Prevention, Atlanta, Georgia, USA
| | - Adrian R Woolfitt
- Structure Laboratory, Clinical Chemistry Branch, Division of Laboratory Sciences, Centers for Disease Control and Prevention, Atlanta, Georgia, USA
| | - Jakub Baudys
- Structure Laboratory, Clinical Chemistry Branch, Division of Laboratory Sciences, Centers for Disease Control and Prevention, Atlanta, Georgia, USA
| | - John R Barr
- Structure Laboratory, Clinical Chemistry Branch, Division of Laboratory Sciences, Centers for Disease Control and Prevention, Atlanta, Georgia, USA
| | - Dongxia Wang
- Structure Laboratory, Clinical Chemistry Branch, Division of Laboratory Sciences, Centers for Disease Control and Prevention, Atlanta, Georgia, USA
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7
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Minatel VM, Prudencio CR, Barraviera B, Ferreira RS. Nanobodies: a promising approach to treatment of viral diseases. Front Immunol 2024; 14:1303353. [PMID: 38322011 PMCID: PMC10844482 DOI: 10.3389/fimmu.2023.1303353] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2023] [Accepted: 12/12/2023] [Indexed: 02/08/2024] Open
Abstract
Since their discovery in the 1990s, heavy chain antibodies have garnered significant interest in the scientific community. These antibodies, found in camelids such as llamas and alpacas, exhibit distinct characteristics from conventional antibodies due to the absence of a light chain in their structure. Furthermore, they possess a single antigen-binding domain known as VHH or Nanobody (Nb). With a small size of approximately 15 kDa, these Nbs demonstrate improved characteristics compared to conventional antibodies, including greater physicochemical stability and enhanced biodistribution, enabling them to bind inaccessible epitopes more effectively. As a result, Nbs have found numerous applications in various medical and veterinary fields, particularly in diagnostics and therapeutics. Advances in biotechnology have made the production of recombinant antibodies feasible and compatible with large-scale manufacturing. Through the construction of immune phage libraries that display VHHs and subsequent selection through biopanning, it has become possible to isolate specific Nbs targeting pharmaceutical targets of interest, such as viruses. This review describes the processes involved in nanobody production, from hyperimmunization to purification, with the aim of their application in the pharmaceutical industry.
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Affiliation(s)
- Vitória Meneghetti Minatel
- Center for the Study of Venoms and Venomous Animals (CEVAP), São Paulo State University (UNESP—Univ Estadual Paulista), Botucatu, São Paulo, Brazil
| | | | - Benedito Barraviera
- Center for the Study of Venoms and Venomous Animals (CEVAP), São Paulo State University (UNESP—Univ Estadual Paulista), Botucatu, São Paulo, Brazil
- Graduate Program in Tropical Diseases, Botucatu Medical School (FMB), São Paulo State University (UNESP—Univ Estadual Paulista), Botucatu, São Paulo, Brazil
| | - Rui Seabra Ferreira
- Center for the Study of Venoms and Venomous Animals (CEVAP), São Paulo State University (UNESP—Univ Estadual Paulista), Botucatu, São Paulo, Brazil
- Graduate Program in Tropical Diseases, Botucatu Medical School (FMB), São Paulo State University (UNESP—Univ Estadual Paulista), Botucatu, São Paulo, Brazil
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8
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Zehnaker A, Vallet A, Gourdon J, Sarti C, Jugnarain V, Haj Hassan M, Mathias L, Gauthier C, Raynaud P, Boulo T, Beauclair L, Bigot Y, Casarini L, Crépieux P, Poupon A, Piégu B, Jean-Alphonse F, Bruneau G, Reiter É. Combined Multiplexed Phage Display, High-Throughput Sequencing, and Functional Assays as a Platform for Identifying Modulatory VHHs Targeting the FSHR. Int J Mol Sci 2023; 24:15961. [PMID: 37958944 PMCID: PMC10650796 DOI: 10.3390/ijms242115961] [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: 09/25/2023] [Revised: 10/30/2023] [Accepted: 11/02/2023] [Indexed: 11/15/2023] Open
Abstract
Developing modulatory antibodies against G protein-coupled receptors is challenging. In this study, we targeted the follicle-stimulating hormone receptor (FSHR), a significant regulator of reproduction, with variable domains of heavy chain-only antibodies (VHHs). We built two immune VHH libraries and submitted them to multiplexed phage display approaches. We used next-generation sequencing to identify 34 clusters of specifically enriched sequences that were functionally assessed in a primary screen based on a cAMP response element (CRE)-dependent reporter gene assay. In this assay, 23 VHHs displayed negative or positive modulation of FSH-induced responses, suggesting a high success rate of the multiplexed strategy. We then focused on the largest cluster identified (i.e., PRC1) that displayed positive modulation of FSH action. We demonstrated that PRC1 specifically binds to the human FSHR and human FSHR/FSH complex while potentiating FSH-induced cAMP production and Gs recruitment. We conclude that the improved selection strategy reported here is effective for rapidly identifying functionally active VHHs and could be adapted to target other challenging membrane receptors. This study also led to the identification of PRC1, the first potential positive modulator VHH reported for the human FSHR.
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Affiliation(s)
- Anielka Zehnaker
- Physiologie de la Reproduction et des Comportements (PRC), Institut National de Recherche Pour l’Agriculture, l’Alimentation et l’Environnement (INRAE), Centre National de la Recherche Scientifique (CNRS), Université de Tours, 37380 Nouzilly, France; (A.Z.); (A.V.); (J.G.); (C.S.); (V.J.); (M.H.H.); (L.M.); (C.G.); (P.R.); (T.B.); (L.B.); (Y.B.); (L.C.); (P.C.); (A.P.); (B.P.); (F.J.-A.)
| | - Amandine Vallet
- Physiologie de la Reproduction et des Comportements (PRC), Institut National de Recherche Pour l’Agriculture, l’Alimentation et l’Environnement (INRAE), Centre National de la Recherche Scientifique (CNRS), Université de Tours, 37380 Nouzilly, France; (A.Z.); (A.V.); (J.G.); (C.S.); (V.J.); (M.H.H.); (L.M.); (C.G.); (P.R.); (T.B.); (L.B.); (Y.B.); (L.C.); (P.C.); (A.P.); (B.P.); (F.J.-A.)
| | - Juliette Gourdon
- Physiologie de la Reproduction et des Comportements (PRC), Institut National de Recherche Pour l’Agriculture, l’Alimentation et l’Environnement (INRAE), Centre National de la Recherche Scientifique (CNRS), Université de Tours, 37380 Nouzilly, France; (A.Z.); (A.V.); (J.G.); (C.S.); (V.J.); (M.H.H.); (L.M.); (C.G.); (P.R.); (T.B.); (L.B.); (Y.B.); (L.C.); (P.C.); (A.P.); (B.P.); (F.J.-A.)
| | - Caterina Sarti
- Physiologie de la Reproduction et des Comportements (PRC), Institut National de Recherche Pour l’Agriculture, l’Alimentation et l’Environnement (INRAE), Centre National de la Recherche Scientifique (CNRS), Université de Tours, 37380 Nouzilly, France; (A.Z.); (A.V.); (J.G.); (C.S.); (V.J.); (M.H.H.); (L.M.); (C.G.); (P.R.); (T.B.); (L.B.); (Y.B.); (L.C.); (P.C.); (A.P.); (B.P.); (F.J.-A.)
| | - Vinesh Jugnarain
- Physiologie de la Reproduction et des Comportements (PRC), Institut National de Recherche Pour l’Agriculture, l’Alimentation et l’Environnement (INRAE), Centre National de la Recherche Scientifique (CNRS), Université de Tours, 37380 Nouzilly, France; (A.Z.); (A.V.); (J.G.); (C.S.); (V.J.); (M.H.H.); (L.M.); (C.G.); (P.R.); (T.B.); (L.B.); (Y.B.); (L.C.); (P.C.); (A.P.); (B.P.); (F.J.-A.)
| | - Maya Haj Hassan
- Physiologie de la Reproduction et des Comportements (PRC), Institut National de Recherche Pour l’Agriculture, l’Alimentation et l’Environnement (INRAE), Centre National de la Recherche Scientifique (CNRS), Université de Tours, 37380 Nouzilly, France; (A.Z.); (A.V.); (J.G.); (C.S.); (V.J.); (M.H.H.); (L.M.); (C.G.); (P.R.); (T.B.); (L.B.); (Y.B.); (L.C.); (P.C.); (A.P.); (B.P.); (F.J.-A.)
| | - Laetitia Mathias
- Physiologie de la Reproduction et des Comportements (PRC), Institut National de Recherche Pour l’Agriculture, l’Alimentation et l’Environnement (INRAE), Centre National de la Recherche Scientifique (CNRS), Université de Tours, 37380 Nouzilly, France; (A.Z.); (A.V.); (J.G.); (C.S.); (V.J.); (M.H.H.); (L.M.); (C.G.); (P.R.); (T.B.); (L.B.); (Y.B.); (L.C.); (P.C.); (A.P.); (B.P.); (F.J.-A.)
| | - Camille Gauthier
- Physiologie de la Reproduction et des Comportements (PRC), Institut National de Recherche Pour l’Agriculture, l’Alimentation et l’Environnement (INRAE), Centre National de la Recherche Scientifique (CNRS), Université de Tours, 37380 Nouzilly, France; (A.Z.); (A.V.); (J.G.); (C.S.); (V.J.); (M.H.H.); (L.M.); (C.G.); (P.R.); (T.B.); (L.B.); (Y.B.); (L.C.); (P.C.); (A.P.); (B.P.); (F.J.-A.)
| | - Pauline Raynaud
- Physiologie de la Reproduction et des Comportements (PRC), Institut National de Recherche Pour l’Agriculture, l’Alimentation et l’Environnement (INRAE), Centre National de la Recherche Scientifique (CNRS), Université de Tours, 37380 Nouzilly, France; (A.Z.); (A.V.); (J.G.); (C.S.); (V.J.); (M.H.H.); (L.M.); (C.G.); (P.R.); (T.B.); (L.B.); (Y.B.); (L.C.); (P.C.); (A.P.); (B.P.); (F.J.-A.)
| | - Thomas Boulo
- Physiologie de la Reproduction et des Comportements (PRC), Institut National de Recherche Pour l’Agriculture, l’Alimentation et l’Environnement (INRAE), Centre National de la Recherche Scientifique (CNRS), Université de Tours, 37380 Nouzilly, France; (A.Z.); (A.V.); (J.G.); (C.S.); (V.J.); (M.H.H.); (L.M.); (C.G.); (P.R.); (T.B.); (L.B.); (Y.B.); (L.C.); (P.C.); (A.P.); (B.P.); (F.J.-A.)
| | - Linda Beauclair
- Physiologie de la Reproduction et des Comportements (PRC), Institut National de Recherche Pour l’Agriculture, l’Alimentation et l’Environnement (INRAE), Centre National de la Recherche Scientifique (CNRS), Université de Tours, 37380 Nouzilly, France; (A.Z.); (A.V.); (J.G.); (C.S.); (V.J.); (M.H.H.); (L.M.); (C.G.); (P.R.); (T.B.); (L.B.); (Y.B.); (L.C.); (P.C.); (A.P.); (B.P.); (F.J.-A.)
| | - Yves Bigot
- Physiologie de la Reproduction et des Comportements (PRC), Institut National de Recherche Pour l’Agriculture, l’Alimentation et l’Environnement (INRAE), Centre National de la Recherche Scientifique (CNRS), Université de Tours, 37380 Nouzilly, France; (A.Z.); (A.V.); (J.G.); (C.S.); (V.J.); (M.H.H.); (L.M.); (C.G.); (P.R.); (T.B.); (L.B.); (Y.B.); (L.C.); (P.C.); (A.P.); (B.P.); (F.J.-A.)
| | - Livio Casarini
- Physiologie de la Reproduction et des Comportements (PRC), Institut National de Recherche Pour l’Agriculture, l’Alimentation et l’Environnement (INRAE), Centre National de la Recherche Scientifique (CNRS), Université de Tours, 37380 Nouzilly, France; (A.Z.); (A.V.); (J.G.); (C.S.); (V.J.); (M.H.H.); (L.M.); (C.G.); (P.R.); (T.B.); (L.B.); (Y.B.); (L.C.); (P.C.); (A.P.); (B.P.); (F.J.-A.)
- Unit of Endocrinology, Department of Biomedical, Metabolic and Neural Sciences, University of Modena and Reggio Emilia, 41125 Modena, Italy
| | - Pascale Crépieux
- Physiologie de la Reproduction et des Comportements (PRC), Institut National de Recherche Pour l’Agriculture, l’Alimentation et l’Environnement (INRAE), Centre National de la Recherche Scientifique (CNRS), Université de Tours, 37380 Nouzilly, France; (A.Z.); (A.V.); (J.G.); (C.S.); (V.J.); (M.H.H.); (L.M.); (C.G.); (P.R.); (T.B.); (L.B.); (Y.B.); (L.C.); (P.C.); (A.P.); (B.P.); (F.J.-A.)
- Inria, Inria Saclay-Ile-de-France, 91120 Palaiseau, France
| | - Anne Poupon
- Physiologie de la Reproduction et des Comportements (PRC), Institut National de Recherche Pour l’Agriculture, l’Alimentation et l’Environnement (INRAE), Centre National de la Recherche Scientifique (CNRS), Université de Tours, 37380 Nouzilly, France; (A.Z.); (A.V.); (J.G.); (C.S.); (V.J.); (M.H.H.); (L.M.); (C.G.); (P.R.); (T.B.); (L.B.); (Y.B.); (L.C.); (P.C.); (A.P.); (B.P.); (F.J.-A.)
- Inria, Inria Saclay-Ile-de-France, 91120 Palaiseau, France
- MAbSilico, 1 Impasse du Palais, 37000 Tours, France
| | - Benoît Piégu
- Physiologie de la Reproduction et des Comportements (PRC), Institut National de Recherche Pour l’Agriculture, l’Alimentation et l’Environnement (INRAE), Centre National de la Recherche Scientifique (CNRS), Université de Tours, 37380 Nouzilly, France; (A.Z.); (A.V.); (J.G.); (C.S.); (V.J.); (M.H.H.); (L.M.); (C.G.); (P.R.); (T.B.); (L.B.); (Y.B.); (L.C.); (P.C.); (A.P.); (B.P.); (F.J.-A.)
| | - Frédéric Jean-Alphonse
- Physiologie de la Reproduction et des Comportements (PRC), Institut National de Recherche Pour l’Agriculture, l’Alimentation et l’Environnement (INRAE), Centre National de la Recherche Scientifique (CNRS), Université de Tours, 37380 Nouzilly, France; (A.Z.); (A.V.); (J.G.); (C.S.); (V.J.); (M.H.H.); (L.M.); (C.G.); (P.R.); (T.B.); (L.B.); (Y.B.); (L.C.); (P.C.); (A.P.); (B.P.); (F.J.-A.)
- Inria, Inria Saclay-Ile-de-France, 91120 Palaiseau, France
| | - Gilles Bruneau
- Physiologie de la Reproduction et des Comportements (PRC), Institut National de Recherche Pour l’Agriculture, l’Alimentation et l’Environnement (INRAE), Centre National de la Recherche Scientifique (CNRS), Université de Tours, 37380 Nouzilly, France; (A.Z.); (A.V.); (J.G.); (C.S.); (V.J.); (M.H.H.); (L.M.); (C.G.); (P.R.); (T.B.); (L.B.); (Y.B.); (L.C.); (P.C.); (A.P.); (B.P.); (F.J.-A.)
| | - Éric Reiter
- Physiologie de la Reproduction et des Comportements (PRC), Institut National de Recherche Pour l’Agriculture, l’Alimentation et l’Environnement (INRAE), Centre National de la Recherche Scientifique (CNRS), Université de Tours, 37380 Nouzilly, France; (A.Z.); (A.V.); (J.G.); (C.S.); (V.J.); (M.H.H.); (L.M.); (C.G.); (P.R.); (T.B.); (L.B.); (Y.B.); (L.C.); (P.C.); (A.P.); (B.P.); (F.J.-A.)
- Inria, Inria Saclay-Ile-de-France, 91120 Palaiseau, France
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9
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Liu M, Liang Z, Cheng ZJ, Liu L, Liu Q, Mai Y, Chen H, Lei B, Yu S, Chen H, Zheng P, Sun B. SARS-CoV-2 neutralising antibody therapies: Recent advances and future challenges. Rev Med Virol 2023; 33:e2464. [PMID: 37322826 DOI: 10.1002/rmv.2464] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2022] [Revised: 05/01/2023] [Accepted: 05/30/2023] [Indexed: 06/17/2023]
Abstract
The COVID-19 pandemic represents an unparalleled global public health crisis. Despite concerted research endeavours, the repertoire of effective treatment options remains limited. However, neutralising-antibody-based therapies hold promise across an array of practices, encompassing the prophylaxis and management of acute infectious diseases. Presently, numerous investigations into COVID-19-neutralising antibodies are underway around the world, with some studies reaching clinical application stages. The advent of COVID-19-neutralising antibodies signifies the dawn of an innovative and promising strategy for treatment against SARS-CoV-2 variants. Comprehensively, our objective is to amalgamate contemporary understanding concerning antibodies targeting various regions, including receptor-binding domain (RBD), non-RBD, host cell targets, and cross-neutralising antibodies. Furthermore, we critically examine the prevailing scientific literature supporting neutralising antibody-based interventions, and also delve into the functional evaluation of antibodies, with a particular focus on in vitro (vivo) assays. Lastly, we identify and consider several pertinent challenges inherent to the realm of COVID-19-neutralising antibody-based treatments, offering insights into potential future directions for research and development.
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Affiliation(s)
- Mingtao Liu
- Department of Clinical Laboratory, National Center for Respiratory Medicine, National Clinical Research Center for Respiratory Disease, State Key Laboratory of Respiratory Disease, Guangzhou Institute of Respiratory Health, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Zhiman Liang
- Department of Clinical Laboratory, National Center for Respiratory Medicine, National Clinical Research Center for Respiratory Disease, State Key Laboratory of Respiratory Disease, Guangzhou Institute of Respiratory Health, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Zhangkai J Cheng
- Department of Clinical Laboratory, National Center for Respiratory Medicine, National Clinical Research Center for Respiratory Disease, State Key Laboratory of Respiratory Disease, Guangzhou Institute of Respiratory Health, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Li Liu
- Guangzhou Medical University, Guangzhou, China
| | - Qiwen Liu
- Guangzhou Medical University, Guangzhou, China
| | - Yiyin Mai
- Guangzhou Medical University, Guangzhou, China
| | | | - Baoying Lei
- Guangzhou Medical University, Guangzhou, China
| | - Shangwei Yu
- Guangzhou Medical University, Guangzhou, China
| | - Huihui Chen
- Guangzhou Medical University, Guangzhou, China
| | - Peiyan Zheng
- Department of Clinical Laboratory, National Center for Respiratory Medicine, National Clinical Research Center for Respiratory Disease, State Key Laboratory of Respiratory Disease, Guangzhou Institute of Respiratory Health, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Baoqing Sun
- Department of Clinical Laboratory, National Center for Respiratory Medicine, National Clinical Research Center for Respiratory Disease, State Key Laboratory of Respiratory Disease, Guangzhou Institute of Respiratory Health, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
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10
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Liu X, Balligand T, Carpenet C, Ploegh HL. An armed anti-immunoglobulin light chain nanobody protects mice against influenza A and B infections. Sci Immunol 2023; 8:eadg9459. [PMID: 37352373 PMCID: PMC10357953 DOI: 10.1126/sciimmunol.adg9459] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2023] [Accepted: 06/01/2023] [Indexed: 06/25/2023]
Abstract
The immune system eliminates pathogen intruders such as viruses and bacteria. To recruit immune effectors to virus-infected cells, we conjugated a small molecule, the influenza neuraminidase inhibitor zanamivir, to a nanobody that recognizes the kappa light chains of mouse immunoglobulins. This adduct was designed to achieve half-life extension of zanamivir through complex formation with the much-larger immunoglobulins in the circulation. The zanamivir moiety targets the adduct to virus-infected cells, whereas the anti-kappa component simultaneously delivers polyclonal immunoglobulins of indeterminate specificity and all isotypes. Activation of antibody-dependent cell-mediated cytotoxicity and complement-dependent cytotoxicity promoted elimination of influenza neuraminidase-positive cells. A single dose of the conjugate protected mice against influenza A or B viruses and was effective even when given several days after infection with a lethal dose of virus. In the absence of circulating immunoglobulins, we observed no in vivo protection from the adduct. The type of conjugates described here may thus find application for both anti-influenza prophylaxis and therapy.
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Affiliation(s)
- Xin Liu
- Program in Cellular and Molecular Medicine, Boston Children’s Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Thomas Balligand
- Program in Cellular and Molecular Medicine, Boston Children’s Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Claire Carpenet
- Program in Cellular and Molecular Medicine, Boston Children’s Hospital, Harvard Medical School, Boston, MA 02115, USA
- CBS2 University of Montpellier, 163 rue Auguste Broussonnet, 34090 Montpellier, France
| | - Hidde L. Ploegh
- Program in Cellular and Molecular Medicine, Boston Children’s Hospital, Harvard Medical School, Boston, MA 02115, USA
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11
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Obeng EM, Steer DL, Fulcher AJ, Wagstaff KM. Sortase A transpeptidation produces seamless, unbranched biotinylated nanobodies for multivalent and multifunctional applications. NANOSCALE ADVANCES 2023; 5:2251-2260. [PMID: 37056610 PMCID: PMC10089078 DOI: 10.1039/d3na00014a] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/06/2023] [Accepted: 03/15/2023] [Indexed: 06/19/2023]
Abstract
Exploitation of the biotin-streptavidin interaction for advanced protein engineering is used in many bio-nanotechnology applications. As such, researchers have used diverse techniques involving chemical and enzyme reactions to conjugate biotin to biomolecules of interest for subsequent docking onto streptavidin-associated molecules. Unfortunately, the biotin-streptavidin interaction is susceptible to steric hindrance and conformational malformation, leading to random orientations that ultimately impair the function of the displayed biomolecule. To minimize steric conflicts, we employ sortase A transpeptidation to produce quantitative, seamless, and unbranched nanobody-biotin conjugates for efficient display on streptavidin-associated nanoparticles. We further characterize the protein-nanoparticle complex and demonstrate its usefulness in optical microscopy and multivalent severe acute respiratory syndrome coronavirus (SARS-CoV-2) antigen interaction. The approach reported here provides a template for making novel multivalent and multifunctional protein complexes for avidity-inspired technologies.
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Affiliation(s)
- Eugene M Obeng
- Department of Biochemistry and Molecular Biology, Biomedicine Discovery Institute, Monash University Clayton VIC 3800 Australia
| | - David L Steer
- Monash Proteomics and Metabolomics Facility, Monash University Clayton VIC 3800 Australia
| | - Alex J Fulcher
- Monash Micro Imaging, Monash University Clayton VIC 3800 Australia
| | - Kylie M Wagstaff
- Department of Biochemistry and Molecular Biology, Biomedicine Discovery Institute, Monash University Clayton VIC 3800 Australia
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12
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Yong Joon Kim J, Sang Z, Xiang Y, Shen Z, Shi Y. Nanobodies: Robust miniprotein binders in biomedicine. Adv Drug Deliv Rev 2023; 195:114726. [PMID: 36754285 DOI: 10.1016/j.addr.2023.114726] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2022] [Revised: 12/30/2022] [Accepted: 02/02/2023] [Indexed: 02/10/2023]
Abstract
Variable domains of heavy chain-only antibodies (VHH), also known as nanobodies (Nbs), are monomeric antigen-binding domains derived from the camelid heavy chain-only antibodies. Nbs are characterized by small size, high target selectivity, and marked solubility and stability, which collectively facilitate high-quality drug development. In addition, Nbs are readily expressed from various expression systems, including E. coli and yeast cells. For these reasons, Nbs have emerged as preferred antibody fragments for protein engineering, disease diagnosis, and treatment. To date, two Nb-based therapies have been approved by the U.S. Food and Drug Administration (FDA). Numerous candidates spanning a wide spectrum of diseases such as cancer, immune disorders, infectious diseases, and neurodegenerative disorders are under preclinical and clinical investigation. Here, we discuss the structural features of Nbs that allow for specific, versatile, and strong target binding. We also summarize emerging technologies for identification, structural analysis, and humanization of Nbs. Our main focus is to review recent advances in using Nbs as a modular scaffold to facilitate the engineering of multivalent polymers for cutting-edge applications. Finally, we discuss remaining challenges for Nb development and envision new opportunities in Nb-based research.
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Affiliation(s)
- Jeffrey Yong Joon Kim
- Center of Protein Engineering and Therapeutics, Department of Pharmacological Sciences, Icahn School of Medicine at Mount Sinai, 1, Gustave L. Levy Pl, New York, NY 10029, USA; Medical Scientist Training Program, University of Pittsburgh School of Medicine and Carnegie Mellon University, Pittsburgh, PA, USA
| | - Zhe Sang
- Center of Protein Engineering and Therapeutics, Department of Pharmacological Sciences, Icahn School of Medicine at Mount Sinai, 1, Gustave L. Levy Pl, New York, NY 10029, USA
| | - Yufei Xiang
- Center of Protein Engineering and Therapeutics, Department of Pharmacological Sciences, Icahn School of Medicine at Mount Sinai, 1, Gustave L. Levy Pl, New York, NY 10029, USA
| | - Zhuolun Shen
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Yi Shi
- Center of Protein Engineering and Therapeutics, Department of Pharmacological Sciences, Icahn School of Medicine at Mount Sinai, 1, Gustave L. Levy Pl, New York, NY 10029, USA.
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13
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Immunoglobulin germline gene polymorphisms influence the function of SARS-CoV-2 neutralizing antibodies. Immunity 2023; 56:193-206.e7. [PMID: 36574772 PMCID: PMC9742198 DOI: 10.1016/j.immuni.2022.12.005] [Citation(s) in RCA: 14] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2022] [Revised: 09/23/2022] [Accepted: 12/07/2022] [Indexed: 12/14/2022]
Abstract
The human immunoglobulin heavy-chain (IGH) locus is exceptionally polymorphic, with high levels of allelic and structural variation. Thus, germline IGH genotypes are personal, which may influence responses to infection and vaccination. For an improved understanding of inter-individual differences in antibody responses, we isolated SARS-CoV-2 spike-specific monoclonal antibodies from convalescent health care workers, focusing on the IGHV1-69 gene, which has the highest level of allelic variation of all IGHV genes. The IGHV1-69∗20-using CAB-I47 antibody and two similar antibodies isolated from an independent donor were critically dependent on allele usage. Neutralization was retained when reverting the V region to the germline IGHV1-69∗20 allele but lost when reverting to other IGHV1-69 alleles. Structural data confirmed that two germline-encoded polymorphisms, R50 and F55, in the IGHV1-69 gene were required for high-affinity receptor-binding domain interaction. These results demonstrate that polymorphisms in IGH genes can influence the function of SARS-CoV-2 neutralizing antibodies.
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14
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Aerts J, Andrén PE, Jansson ET. Zero-Degree Celsius Capillary Electrophoresis Electrospray Ionization for Hydrogen Exchange Mass Spectrometry. Anal Chem 2022; 95:1149-1158. [PMID: 36546842 PMCID: PMC9850406 DOI: 10.1021/acs.analchem.2c03893] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Currently, fast liquid chromatographic separations at low temperatures are exclusively used for the separation of peptides generated in hydrogen deuterium exchange (HDX) workflows. However, it has been suggested that capillary electrophoresis may be a better option for use with HDX. We performed in solution HDX on peptides and bovine hemoglobin (Hb) followed by quenching, pepsin digestion, and cold capillary electrophoretic separation coupled with mass spectrometry (MS) detection for benchmarking a laboratory-built HDX-MS platform. We found that capillaries with a neutral coating to eliminate electroosmotic flow and adsorptive processes provided fast separations with upper limit peak capacities surpassing 170. In contrast, uncoated capillaries achieved 30% higher deuterium retention for an angiotensin II peptide standard owing to faster separations but with only half the peak capacity of coated capillaries. Data obtained using two different separation conditions on peptic digests of Hb showed strong agreement of the relative deuterium uptake between methods. Processed data for denatured versus native Hb after deuterium labeling for the longest timepoint in this study (50,000 s) also showed agreement with subunit interaction sites determined by crystallographic methods. All proteomic data are available under DOI: 10.6019/PXD034245.
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Affiliation(s)
- Jordan
T. Aerts
- Department
of Pharmaceutical Biosciences, Uppsala University, Uppsala751 24, Sweden
| | - Per E. Andrén
- Department
of Pharmaceutical Biosciences, Uppsala University, Uppsala751 24, Sweden,Science
for Life Laboratory, Spatial Mass Spectrometry, Uppsala University, Uppsala751 24, Sweden
| | - Erik T. Jansson
- Department
of Pharmaceutical Biosciences, Uppsala University, Uppsala751 24, Sweden,
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