1
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Lin N, Miyamoto K, Ogawara T, Sakurai S, Kizaka-Kondoh S, Kadonosono T. Epitope binning for multiple antibodies simultaneously using mammalian cell display and DNA sequencing. Commun Biol 2024; 7:652. [PMID: 38806676 PMCID: PMC11133372 DOI: 10.1038/s42003-024-06363-7] [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: 01/08/2024] [Accepted: 05/21/2024] [Indexed: 05/30/2024] Open
Abstract
Epitope binning, an approach for grouping antibodies based on epitope similarities, is a critical step in antibody drug discovery. However, conventional methods are complex, involving individual antibody production. Here, we established Epitope Binning-seq, an epitope binning platform for simultaneously analyzing multiple antibodies. In this system, epitope similarity between the query antibodies (qAbs) displayed on antigen-expressing cells and a fluorescently labeled reference antibody (rAb) targeting a desired epitope is analyzed by flow cytometry. The qAbs with epitope similar to the rAb can be identified by next-generation sequencing analysis of fluorescence-negative cells. Sensitivity and reliability of this system are confirmed using rAbs, pertuzumab and trastuzumab, which target human epidermal growth factor receptor 2. Epitope Binning-seq enables simultaneous epitope evaluation of 14 qAbs at various abundances in libraries, grouping them into respective epitope bins. This versatile platform is applicable to diverse antibodies and antigens, potentially expediting the identification of clinically useful antibodies.
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Affiliation(s)
- Ning Lin
- School of Life Science and Technology, Tokyo Institute of Technology, Yokohama, 226-8501, Japan
| | - Kotaro Miyamoto
- School of Life Science and Technology, Tokyo Institute of Technology, Yokohama, 226-8501, Japan
| | - Takumi Ogawara
- School of Life Science and Technology, Tokyo Institute of Technology, Yokohama, 226-8501, Japan
| | - Saki Sakurai
- School of Life Science and Technology, Tokyo Institute of Technology, Yokohama, 226-8501, Japan
| | - Shinae Kizaka-Kondoh
- School of Life Science and Technology, Tokyo Institute of Technology, Yokohama, 226-8501, Japan
| | - Tetsuya Kadonosono
- School of Life Science and Technology, Tokyo Institute of Technology, Yokohama, 226-8501, Japan.
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2
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Jhajj HS, Schardt JS, Khalasawi N, Yao EL, Lwo TS, Kwon NY, O'Meara RL, Desai AA, Tessier PM. Facile generation of biepitopic antibodies with intrinsic agonism for activating tumor necrosis factor receptors. Cell Chem Biol 2024; 31:944-954.e5. [PMID: 38653243 PMCID: PMC11142405 DOI: 10.1016/j.chembiol.2024.03.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2023] [Revised: 02/28/2024] [Accepted: 03/29/2024] [Indexed: 04/25/2024]
Abstract
Agonist antibodies are being pursued for therapeutic applications ranging from neurodegenerative diseases to cancer. For the tumor necrosis factor (TNF) receptor superfamily, higher-order clustering of three or more receptors is key to their activation, which can be achieved using antibodies that recognize two unique epitopes. However, the generation of biepitopic (i.e., biparatopic) antibodies typically requires animal immunization and is laborious and unpredictable. Here, we report a simple method for identifying biepitopic antibodies that potently activate TNF receptors without the need for additional animal immunization. Our approach uses existing, receptor-specific IgGs, which lack intrinsic agonist activity, to block their corresponding epitopes, then selects single-chain antibodies that bind accessible epitopes. The selected antibodies are fused to the light chains of IgGs to generate human tetravalent antibodies. We highlight the broad utility of this approach by converting several clinical-stage antibodies against OX40 and CD137 (4-1BB) into biepitopic antibodies with potent agonist activity.
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MESH Headings
- Humans
- Epitopes/immunology
- Epitopes/chemistry
- Animals
- Receptors, Tumor Necrosis Factor/agonists
- Receptors, Tumor Necrosis Factor/immunology
- Receptors, Tumor Necrosis Factor/metabolism
- Tumor Necrosis Factor Receptor Superfamily, Member 9/agonists
- Tumor Necrosis Factor Receptor Superfamily, Member 9/immunology
- Tumor Necrosis Factor Receptor Superfamily, Member 9/metabolism
- Tumor Necrosis Factor Receptor Superfamily, Member 9/antagonists & inhibitors
- Receptors, OX40/agonists
- Receptors, OX40/immunology
- Receptors, OX40/metabolism
- Receptors, OX40/antagonists & inhibitors
- Antibodies/immunology
- Single-Chain Antibodies/immunology
- Single-Chain Antibodies/chemistry
- Single-Chain Antibodies/pharmacology
- Mice
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Affiliation(s)
- Harkamal S Jhajj
- Department of Biomedical Engineering, University of Michigan, Ann Arbor, MI 48109, USA; Biointerfaces Institute, University of Michigan, Ann Arbor, MI 48109, USA
| | - John S Schardt
- Department of Pharmaceutical Sciences, University of Michigan, Ann Arbor, MI 48109, USA; Department of Chemical Engineering, University of Michigan, Ann Arbor, MI 48109, USA; Biointerfaces Institute, University of Michigan, Ann Arbor, MI 48109, USA
| | - Namir Khalasawi
- Department of Pharmaceutical Sciences, University of Michigan, Ann Arbor, MI 48109, USA; Biointerfaces Institute, University of Michigan, Ann Arbor, MI 48109, USA
| | - Emily L Yao
- Department of Chemistry, University of Michigan, Ann Arbor, MI 48109, USA; Biointerfaces Institute, University of Michigan, Ann Arbor, MI 48109, USA
| | - Timon S Lwo
- Department of Biomedical Engineering, University of Michigan, Ann Arbor, MI 48109, USA; Biointerfaces Institute, University of Michigan, Ann Arbor, MI 48109, USA
| | - Na-Young Kwon
- Department of Pharmaceutical Sciences, University of Michigan, Ann Arbor, MI 48109, USA; Department of Chemical Engineering, University of Michigan, Ann Arbor, MI 48109, USA; Biointerfaces Institute, University of Michigan, Ann Arbor, MI 48109, USA
| | - Ryen L O'Meara
- Department of Chemical Engineering, University of Michigan, Ann Arbor, MI 48109, USA; Biointerfaces Institute, University of Michigan, Ann Arbor, MI 48109, USA
| | - Alec A Desai
- Department of Chemical Engineering, University of Michigan, Ann Arbor, MI 48109, USA; Biointerfaces Institute, University of Michigan, Ann Arbor, MI 48109, USA
| | - Peter M Tessier
- Department of Biomedical Engineering, University of Michigan, Ann Arbor, MI 48109, USA; Department of Pharmaceutical Sciences, University of Michigan, Ann Arbor, MI 48109, USA; Department of Chemical Engineering, University of Michigan, Ann Arbor, MI 48109, USA; Biointerfaces Institute, University of Michigan, Ann Arbor, MI 48109, USA.
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3
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Jhajj HS, Schardt JS, Khalasawi N, Yao EL, Lwo TS, Kwon NY, O’Meara RL, Desai AA, Tessier PM. Facile generation of biepitopic antibodies with intrinsic agonism for activating receptors in the tumor necrosis factor superfamily. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.12.11.571146. [PMID: 38168220 PMCID: PMC10760063 DOI: 10.1101/2023.12.11.571146] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/05/2024]
Abstract
Agonist antibodies that activate cellular receptors are being pursued for therapeutic applications ranging from neurodegenerative diseases to cancer. For the tumor necrosis factor (TNF) receptor superfamily, higher-order clustering of three or more receptors is key to their potent activation. This can be achieved using antibodies that recognize two unique epitopes on the same receptor and mediate receptor superclustering. However, identifying compatible pairs of antibodies to generate biepitopic antibodies (also known as biparatopic antibodies) for activating TNF receptors typically requires animal immunization and is a laborious and unpredictable process. Here, we report a simple method for systematically identifying biepitopic antibodies that potently activate TNF receptors without the need for additional animal immunization. Our approach uses off-the-shelf, receptor-specific IgG antibodies, which lack intrinsic (Fc-gamma receptor-independent) agonist activity, to first block their corresponding epitopes. Next, we perform selections for single-chain antibodies from human nonimmune libraries that bind accessible epitopes on the same ectodomains using yeast surface display and fluorescence-activated cell sorting. The selected single-chain antibodies are finally fused to the light chains of IgGs to generate human tetravalent antibodies that engage two different receptor epitopes and mediate potent receptor activation. We highlight the broad utility of this approach by converting several existing clinical-stage antibodies against TNF receptors, including ivuxolimab and pogalizumab against OX40 and utomilumab against CD137, into biepitopic antibodies with highly potent agonist activity. We expect that this widely accessible methodology can be used to systematically generate biepitopic antibodies for activating other receptors in the TNF receptor superfamily and many other receptors whose activation is dependent on strong receptor clustering.
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Affiliation(s)
- Harkamal S. Jhajj
- Department of Biomedical Engineering, University of Michigan, Ann Arbor, MI 48109, USA
- Biointerfaces Institute, University of Michigan, Ann Arbor, MI 48109, USA
| | - John S. Schardt
- Department of Pharmaceutical Sciences, University of Michigan, Ann Arbor, MI 48109, USA
- Department of Chemical Engineering, University of Michigan, Ann Arbor, MI 48109, USA
- Biointerfaces Institute, University of Michigan, Ann Arbor, MI 48109, USA
| | - Namir Khalasawi
- Department of Pharmaceutical Sciences, University of Michigan, Ann Arbor, MI 48109, USA
- Biointerfaces Institute, University of Michigan, Ann Arbor, MI 48109, USA
| | - Emily L. Yao
- Department of Chemistry, University of Michigan, Ann Arbor, MI 48109, USA
- Biointerfaces Institute, University of Michigan, Ann Arbor, MI 48109, USA
| | - Timon S. Lwo
- Department of Biomedical Engineering, University of Michigan, Ann Arbor, MI 48109, USA
- Biointerfaces Institute, University of Michigan, Ann Arbor, MI 48109, USA
| | - Na-Young Kwon
- Department of Pharmaceutical Sciences, University of Michigan, Ann Arbor, MI 48109, USA
- Department of Chemical Engineering, University of Michigan, Ann Arbor, MI 48109, USA
- Biointerfaces Institute, University of Michigan, Ann Arbor, MI 48109, USA
| | - Ryen L O’Meara
- Department of Chemical Engineering, University of Michigan, Ann Arbor, MI 48109, USA
- Biointerfaces Institute, University of Michigan, Ann Arbor, MI 48109, USA
| | - Alec A. Desai
- Department of Chemical Engineering, University of Michigan, Ann Arbor, MI 48109, USA
- Biointerfaces Institute, University of Michigan, Ann Arbor, MI 48109, USA
| | - Peter M. Tessier
- Department of Biomedical Engineering, University of Michigan, Ann Arbor, MI 48109, USA
- Department of Pharmaceutical Sciences, University of Michigan, Ann Arbor, MI 48109, USA
- Department of Chemical Engineering, University of Michigan, Ann Arbor, MI 48109, USA
- Biointerfaces Institute, University of Michigan, Ann Arbor, MI 48109, USA
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4
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Spoendlin FC, Abanades B, Raybould MIJ, Wong WK, Georges G, Deane CM. Improved computational epitope profiling using structural models identifies a broader diversity of antibodies that bind to the same epitope. Front Mol Biosci 2023; 10:1237621. [PMID: 37790877 PMCID: PMC10544996 DOI: 10.3389/fmolb.2023.1237621] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2023] [Accepted: 08/28/2023] [Indexed: 10/05/2023] Open
Abstract
The function of an antibody is intrinsically linked to the epitope it engages. Clonal clustering methods, based on sequence identity, are commonly used to group antibodies that will bind to the same epitope. However, such methods neglect the fact that antibodies with highly diverse sequences can exhibit similar binding site geometries and engage common epitopes. In a previous study, we described SPACE1, a method that structurally clustered antibodies in order to predict their epitopes. This methodology was limited by the inaccuracies and incomplete coverage of template-based modeling. In addition, it was only benchmarked at the level of domain-consistency on one virus class. Here, we present SPACE2, which uses the latest machine learning-based structure prediction technology combined with a novel clustering protocol, and benchmark it on binding data that have epitope-level resolution. On six diverse sets of antigen-specific antibodies, we demonstrate that SPACE2 accurately clusters antibodies that engage common epitopes and achieves far higher dataset coverage than clonal clustering and SPACE1. Furthermore, we show that the functionally consistent structural clusters identified by SPACE2 are even more diverse in sequence, genetic lineage, and species origin than those found by SPACE1. These results reiterate that structural data improve our ability to identify antibodies that bind to the same epitope, adding information to sequence-based methods, especially in datasets of antibodies from diverse sources. SPACE2 is openly available on GitHub (https://github.com/oxpig/SPACE2).
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Affiliation(s)
- Fabian C. Spoendlin
- Oxford Protein Informatics Group, Department of Statistics, University of Oxford, Oxford, United Kingdom
| | - Brennan Abanades
- Oxford Protein Informatics Group, Department of Statistics, University of Oxford, Oxford, United Kingdom
| | - Matthew I. J. Raybould
- Oxford Protein Informatics Group, Department of Statistics, University of Oxford, Oxford, United Kingdom
| | - Wing Ki Wong
- Large Molecule Research, Roche Pharma Research and Early Development, Roche Innovation Center Munich, Penzberg, Germany
| | - Guy Georges
- Large Molecule Research, Roche Pharma Research and Early Development, Roche Innovation Center Munich, Penzberg, Germany
| | - Charlotte M. Deane
- Oxford Protein Informatics Group, Department of Statistics, University of Oxford, Oxford, United Kingdom
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5
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Ding H, Yao B, Ci L, Feng J, Ouyang P, Chen G, Hui X, Zhou D. Enhancing the Anti-tumor Potency of a Novel Siglec-15 Antibody by Engineering its Fc-mediated Effector Functions. J Immunother 2023; 46:161-169. [PMID: 37103472 PMCID: PMC10168116 DOI: 10.1097/cji.0000000000000465] [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: 11/14/2022] [Accepted: 02/22/2023] [Indexed: 04/28/2023]
Abstract
Siglec-15, an inhibitory immune checkpoint, is an emerging target in cancer immunotherapy. Blocking the function of Siglec-15 is an excellent strategy for cancer treatment and antibody blockade has been used to target Siglec-15. However, whether Fc-mediated effector functions contribute to the therapeutic effect of antibodies remains unclear. Herein, we generated a monoclonal antibody, 1-15D1, which had a high binding affinity with Siglec-15 and strongly activated T-cell immune response in vitro. Subsequently, the Fc-mediated effector functions of 1-15D1 were explored in a Siglec-15 humanized mouse model, and further improvement in antitumor efficacy was observed in the mouse IgG2a isotype group. Thus, we demonstrate that the antitumor effects of 1-15D1 were mediated via multiple factors. In addition to the T-cell immune response, 2 novel mechanisms were explored, including the internalization of the cell surface Siglec-15 and Fc-mediated effector functions. In conclusion, our studies not only provide a potential agent for the improvement of cancer immunotherapy but also suggest that a specific role of Fc-mediated immune regulation may improve the therapeutic potency of Siglec-15 monoclonal antibody.
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Affiliation(s)
- Huandi Ding
- State Key Laboratory of Natural and Biomimetic Drugs, School of Pharmaceutical Sciences, Peking University, Beijing
- CSPC Megalith Biopharmaceutical Co. Ltd, Shijiazhuang
| | - Bing Yao
- CSPC Megalith Biopharmaceutical Co. Ltd, Shijiazhuang
- School of Biotechnology and Pharmaceutical Engineering, Nanjing Tech University, Nanjing
| | - Lei Ci
- Shanghai Engineering Research Center for Model Organisms, SMOC, Shanghai, China
| | - Jing Feng
- CSPC Megalith Biopharmaceutical Co. Ltd, Shijiazhuang
| | - Pingkai Ouyang
- School of Biotechnology and Pharmaceutical Engineering, Nanjing Tech University, Nanjing
| | - Guoguang Chen
- School of Biotechnology and Pharmaceutical Engineering, Nanjing Tech University, Nanjing
| | - Xiwu Hui
- CSPC Megalith Biopharmaceutical Co. Ltd, Shijiazhuang
| | - Demin Zhou
- State Key Laboratory of Natural and Biomimetic Drugs, School of Pharmaceutical Sciences, Peking University, Beijing
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6
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State of the art in epitope mapping and opportunities in COVID-19. Future Sci OA 2023; 16:FSO832. [PMID: 36897962 PMCID: PMC9987558 DOI: 10.2144/fsoa-2022-0048] [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: 07/29/2022] [Accepted: 02/15/2023] [Indexed: 03/08/2023] Open
Abstract
The understanding of any disease calls for studying specific biological structures called epitopes. One important tool recently drawing attention and proving efficiency in both diagnosis and vaccine development is epitope mapping. Several techniques have been developed with the urge to provide precise epitope mapping for use in designing sensitive diagnostic tools and developing rpitope-based vaccines (EBVs) as well as therapeutics. In this review, we will discuss the state of the art in epitope mapping with a special emphasis on accomplishments and opportunities in combating COVID-19. These comprise SARS-CoV-2 variant analysis versus the currently available immune-based diagnostic tools and vaccines, immunological profile-based patient stratification, and finally, exploring novel epitope targets for potential prophylactic, therapeutic or diagnostic agents for COVID-19.
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7
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Agnihotri P, Mishra AK, Agarwal P, Vignali KM, Workman CJ, Vignali DAA, Mariuzza RA. Epitope Mapping of Therapeutic Antibodies Targeting Human LAG3. JOURNAL OF IMMUNOLOGY (BALTIMORE, MD. : 1950) 2022; 209:1586-1594. [PMID: 36104110 PMCID: PMC9696730 DOI: 10.4049/jimmunol.2200309] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/26/2022] [Accepted: 08/11/2022] [Indexed: 12/12/2022]
Abstract
Lymphocyte activation gene 3 protein (LAG3; CD223) is an inhibitory receptor that is highly upregulated on exhausted T cells in tumors and chronic viral infection. Consequently, LAG3 is now a major immunotherapeutic target for the treatment of cancer, and many mAbs against human (h) LAG3 (hLAG3) have been generated to block its inhibitory activity. However, little or no information is available on the epitopes they recognize. We selected a panel of seven therapeutic mAbs from the patent literature for detailed characterization. These mAbs were expressed as Fab or single-chain variable fragments and shown to bind hLAG3 with nanomolar affinities, as measured by biolayer interferometry. Using competitive binding assays, we found that the seven mAbs recognize four distinct epitopes on hLAG3. To localize the epitopes, we carried out epitope mapping using chimeras between hLAG3 and mouse LAG3. All seven mAbs are directed against the first Ig-like domain (D1) of hLAG3, despite their different origins. Three mAbs almost exclusively target a unique 30-residue loop of D1 that forms at least part of the putative binding site for MHC class II, whereas four mainly recognize D1 determinants outside this loop. However, because all the mAbs block binding of hLAG3 to MHC class II, each of the epitopes they recognize must at least partially overlap the MHC class II binding site.
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Affiliation(s)
- Pragati Agnihotri
- W.M. Keck Laboratory for Structural Biology, University of Maryland Institute for Bioscience and Biotechnology Research, Rockville, MD
- Department of Cell Biology and Molecular Genetics, University of Maryland, College Park, MD
| | - Arjun K Mishra
- W.M. Keck Laboratory for Structural Biology, University of Maryland Institute for Bioscience and Biotechnology Research, Rockville, MD
- Department of Cell Biology and Molecular Genetics, University of Maryland, College Park, MD
| | - Priyanka Agarwal
- Department of Immunology, University of Pittsburgh School of Medicine, Pittsburgh, PA
- Tumor Microenvironment Center, UPMC Hillman Cancer Center, Pittsburgh, PA; and
| | - Kate M Vignali
- Department of Immunology, University of Pittsburgh School of Medicine, Pittsburgh, PA
- Tumor Microenvironment Center, UPMC Hillman Cancer Center, Pittsburgh, PA; and
| | - Creg J Workman
- Department of Immunology, University of Pittsburgh School of Medicine, Pittsburgh, PA
- Tumor Microenvironment Center, UPMC Hillman Cancer Center, Pittsburgh, PA; and
| | - Dario A A Vignali
- Department of Immunology, University of Pittsburgh School of Medicine, Pittsburgh, PA
- Tumor Microenvironment Center, UPMC Hillman Cancer Center, Pittsburgh, PA; and
- Cancer Immunology and Immunotherapy Program, UPMC Hillman Cancer Center, Pittsburgh, PA
| | - Roy A Mariuzza
- W.M. Keck Laboratory for Structural Biology, University of Maryland Institute for Bioscience and Biotechnology Research, Rockville, MD;
- Department of Cell Biology and Molecular Genetics, University of Maryland, College Park, MD
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8
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Corless E, Hao Y, Jia H, Kongsuphol P, Tay DMY, Ng SY, Sikes HD. Generation of Thermally Stable Affinity Pairs for Sensitive, Specific Immunoassays. Methods Mol Biol 2022; 2491:417-469. [PMID: 35482202 DOI: 10.1007/978-1-0716-2285-8_21] [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] [Indexed: 06/14/2023]
Abstract
Many point-of-care diagnostic tests rely on a pair of monoclonal antibodies that bind to two distinct epitopes of a molecule of interest. This protocol describes the identification and generation of such affinity pairs based on an easily produced small protein scaffold rcSso7d which can substitute monoclonal antibodies. These strong binding variants are identified from a large yeast display library. The approach described can be significantly faster than antibody generation and epitope binning, yielding affinity pairs synthesized in common bacterial protein synthesis strains, enabling the rapid generation of novel diagnostic tools.
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Affiliation(s)
- Elliot Corless
- Department of Chemical Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Yining Hao
- Department of Chemical Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Huan Jia
- Antimicrobial Resistance Interdisciplinary Research Group (AMR-IRG), Singapore-MIT Alliance in Research and Technology (SMART), Singapore, Singapore
| | - Patthara Kongsuphol
- Antimicrobial Resistance Interdisciplinary Research Group (AMR-IRG), Singapore-MIT Alliance in Research and Technology (SMART), Singapore, Singapore
| | - Dousabel M Y Tay
- Department of Chemical Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Say Yong Ng
- Antimicrobial Resistance Interdisciplinary Research Group (AMR-IRG), Singapore-MIT Alliance in Research and Technology (SMART), Singapore, Singapore
| | - Hadley D Sikes
- Department of Chemical Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA.
- Antimicrobial Resistance Interdisciplinary Research Group (AMR-IRG), Singapore-MIT Alliance in Research and Technology (SMART), Singapore, Singapore.
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9
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Matharu Z, Bee C, Schwarz F, Chen H, Tomlinson M, Wu G, Rakestraw G, Hornsby M, Drake A, Strop P, Rajpal A, Dollinger G. High-Throughput Surface Plasmon Resonance Biosensors for Identifying Diverse Therapeutic Monoclonal Antibodies. Anal Chem 2021; 93:16474-16480. [PMID: 34854675 DOI: 10.1021/acs.analchem.1c03548] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Identification of antibodies targeting diverse functional epitopes on an antigen is highly crucial for discovering effective therapeutic candidates. Employing a traditional stepwise antibody "screening funnel" as well as prioritizing affinity-based selections over epitope-based selections, result in lead antibody panels lacking epitope diversity. In the present study, we employed an array-based surface plasmon resonance (SPR) platform to perform high-throughput epitope binning analysis on a large number of monoclonal antibodies (mAbs) generated in the early drug discovery process. The mAb panel contained clones from different antibody generation techniques and diverse transgenic mouse strains. The epitope binning results were analyzed in unique ways using various visualizations in the form of dendrograms and network plots, which assisted in determining diversity and redundancy in the mAb sample set. The binning data were further integrated with affinity information to evaluate the performance of seven different transgenic mouse strains. The combination of epitope binning results with binding kinetics and sequence analysis provided an effective and efficient way of selecting high affinity antibodies representing a diverse set of sequence families and epitopes.
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Affiliation(s)
- Zimple Matharu
- Discovery Biotherapeutics, Bristol Myers Squibb, Redwood City, California 94063, United States
| | - Christine Bee
- Discovery Biotherapeutics, Bristol Myers Squibb, Redwood City, California 94063, United States.,Frontier Medicines, South San Francisco, California 94080, United States
| | - Flavio Schwarz
- Discovery Biotherapeutics, Bristol Myers Squibb, Redwood City, California 94063, United States
| | - Haibin Chen
- Discovery Biotherapeutics, Bristol Myers Squibb, Redwood City, California 94063, United States
| | - Matthew Tomlinson
- Discovery Biotherapeutics, Bristol Myers Squibb, Redwood City, California 94063, United States
| | - Gabriel Wu
- Discovery Biotherapeutics, Bristol Myers Squibb, Redwood City, California 94063, United States
| | - Ginger Rakestraw
- Bristol Myers Squibb, Cambridge, Massachusetts 02142, United States
| | - Michael Hornsby
- Discovery Biotherapeutics, Bristol Myers Squibb, Redwood City, California 94063, United States
| | - Andrew Drake
- Discovery Biotherapeutics, Bristol Myers Squibb, Redwood City, California 94063, United States
| | - Pavel Strop
- Discovery Biotherapeutics, Bristol Myers Squibb, Redwood City, California 94063, United States.,Biologics Discovery, Tallac Therapeutics, Burlingame, California 94010, United States
| | - Arvind Rajpal
- Discovery Biotherapeutics, Bristol Myers Squibb, Redwood City, California 94063, United States.,Large Molecule Drug Discovery, Genentech, Inc., South San Francisco, California 94080, United States
| | - Gavin Dollinger
- Discovery Biotherapeutics, Bristol Myers Squibb, Redwood City, California 94063, United States
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10
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Eliseev IE, Ukrainskaya VM, Yudenko AN, Mikushina AD, Shmakov SV, Afremova AI, Ekimova VM, Vronskaia AA, Knyazev NA, Shamova OV. Targeting ErbB3 Receptor in Cancer with Inhibitory Antibodies from Llama. Biomedicines 2021; 9:biomedicines9091106. [PMID: 34572289 PMCID: PMC8467012 DOI: 10.3390/biomedicines9091106] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2021] [Revised: 08/23/2021] [Accepted: 08/25/2021] [Indexed: 01/05/2023] Open
Abstract
The human ErbB3 receptor confers resistance to the pharmacological inhibition of EGFR and HER2 receptor tyrosine kinases in cancer, which makes it an important therapeutic target. Several anti-ErbB3 monoclonal antibodies that are currently being developed are all classical immunoglobulins. We took a different approach and discovered a group of novel heavy-chain antibodies targeting the extracellular domain of ErbB3 via a phage display of an antibody library from immunized llamas. We first produced three selected single-domain antibodies, named BCD090-P1, BCD090-M2, and BCD090-M456, in E. coli, as SUMO fusions that yielded up to 180 mg of recombinant protein per liter of culture. Then, we studied folding, aggregation, and disulfide bond formation, and showed their ultimate stability with half-denaturation of the strongest candidate, BCD090-P1, occurring in 8 M of urea. In surface plasmon resonance experiments, two most potent antibodies, BCD090-P1 and BCD090-M2, bound the extracellular domain of ErbB3 with 1.6 nM and 15 nM affinities for the monovalent interaction, respectively. The receptor binding was demonstrated by immunofluorescent confocal microscopy on four different ErbB3+ cancer cell lines. We observed that BCD090-P1 and BCD090-M2 bind noncompetitively to two distinct epitopes on the receptor. Both antibodies inhibited the ErbB3-driven proliferation of MCF-7 breast adenocarcinoma cells and HER2-overexpressing SK-BR-3 cells, with the EC50 in the range of 0.1–25 μg/mL. BCD090-M2 directly blocks ligand binding, whereas BCD090-P1 does not compete with the ligand and presumably acts through a distinct allosteric mechanism. We anticipate that these llama antibodies can be used to engineer new biparatopic anti-ErbB3 or bispecific anti-ErbB2/3 antibodies.
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Affiliation(s)
- Igor E. Eliseev
- Laboratory of Renewable Energy Sources, Alferov University, St. Petersburg 194021, Russia; (A.D.M.); (S.V.S.); (A.A.V.)
- Center for Personalized Medicine, FSBSI Institute of Experimental Medicine, St. Petersburg 197376, Russia;
- Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Russian Academy of Sciences, Moscow 117997, Russia;
- Correspondence:
| | - Valeria M. Ukrainskaya
- Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Russian Academy of Sciences, Moscow 117997, Russia;
| | - Anna N. Yudenko
- Research Center for Molecular Mechanisms of Aging and Age-Related Diseases, Moscow Institute of Physics and Technology, Dolgoprudny 141700, Russia;
| | - Anna D. Mikushina
- Laboratory of Renewable Energy Sources, Alferov University, St. Petersburg 194021, Russia; (A.D.M.); (S.V.S.); (A.A.V.)
| | - Stanislav V. Shmakov
- Laboratory of Renewable Energy Sources, Alferov University, St. Petersburg 194021, Russia; (A.D.M.); (S.V.S.); (A.A.V.)
| | | | | | - Anna A. Vronskaia
- Laboratory of Renewable Energy Sources, Alferov University, St. Petersburg 194021, Russia; (A.D.M.); (S.V.S.); (A.A.V.)
| | - Nickolay A. Knyazev
- Saint-Petersburg Clinical Scientific and Practical Center for Specialized Types of Medical Care (Oncological), St. Petersburg 197758, Russia;
| | - Olga V. Shamova
- Center for Personalized Medicine, FSBSI Institute of Experimental Medicine, St. Petersburg 197376, Russia;
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11
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Using multiple platforms for critical reagents selection process to support pharmacokinetic ligand-binding assay development. Bioanalysis 2021; 13:761-769. [PMID: 33769087 DOI: 10.4155/bio-2020-0257] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2023] Open
Abstract
We have evaluated the utility of epitope binning on biolayer interferometry (BLI) as a strategy to funnel the selection of candidate pairs suitable for pharmacokinetic assay development. Totally, 8 anti-Idiotypic monoclonal antibodies in 64 possible combinations were tested by BLI, ELISA and Gyrolab®. Two epitope binning approaches were utilized, in-tandem and classic sandwich. Both formats identified four mutually exclusive bins providing 31 and 25 possible antibody pair combinations, respectively. In contrast, the ELISA and Gyrolab yielded 18 and 9 positive pairs, respectively, with only a partial correlation to the BLI results. Several positive pairs by ELISA and Gyrolab, screened negative by BLI. Just over half of the pairs predicted by BLI were positive on ELISA and less than a quarter were positive on Gyrolab. This evaluation showed, in our case, that BLI was limited in its ability to predict candidate pairs that would be successful in pharmacokinetic method development.
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12
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McMaster M, Mohr K, Page A, Closmore A, Towne F, Brooks BD. Epitope characterization of anti-drug antibodies-a tool for discovery and health: an overview of the necessity of early epitope characterization to avoid anti-drug antibodies and promote patient health. Expert Opin Biol Ther 2021; 21:705-715. [PMID: 33317351 DOI: 10.1080/14712598.2021.1863942] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
Abstract
Introduction: The market for monoclonal antibody (mAb) therapies is growing rapidly as the pharmaceutical industry expands its development across a broad spectrum of diseases. Unfortunately, as shown in the recent failure of bococizumab by Pfizer, these treatments often stimulate the formation of problematic anti-drug antibodies (ADAs). ADAs can cause side effects and limit efficacy for many patients. To increase efficacy and decrease safety concerns from ADAs, immunogenicity characterization is needed early in the drug development process. Here, we present emerging techniques that hold promise to improve ADA assays and their potential applications to pharmaceutical development and personalized medicine.Areas covered: This manuscript outlines the importance of epitope characterization to better understand immunogenicity and describes a strategy for using this information in treating patients taking mAb therapies.Expert opinion: We propose using high-information assays to characterize epitopes to help mAb therapy engineering and potentially improve individual patient outcomes. To understand this, we will discuss three different aspects of ADAs: (1) the problem of ADAs and what is currently being done about them, (2) the current state of epitope characterization and how it is being utilized, and (3) how early epitope characterization can advance drug discovery and improve outcomes for patients taking mAb therapies.
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Affiliation(s)
- Matthew McMaster
- Department of Biomedical Sciences, Rocky Vista University, Parker, CO, USA
| | - Kelly Mohr
- Department of Biomedical Sciences, Rocky Vista University, Parker, CO, USA
| | - Austin Page
- Department of Biomedical Sciences, Rocky Vista University, Ivins, UT, USA
| | - Adam Closmore
- Department of Pharmacy, North Dakota State University, Fargo, ND, USA
| | - Francina Towne
- Department of Biomedical Sciences, Rocky Vista University, Parker, CO, USA
| | - Benjamin D Brooks
- Department of Biomedical Sciences, Rocky Vista University, Ivins, UT, USA
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13
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Stefano JE, Lord DM, Zhou Y, Jaworski J, Hopke J, Travaline T, Zhang N, Wong K, Lennon A, He T, Bric-Furlong E, Cherrie C, Magnay T, Remy E, Brondyk W, Qiu H, Radošević K. A highly potent CD73 biparatopic antibody blocks organization of the enzyme active site through dual mechanisms. J Biol Chem 2020; 295:18379-18389. [PMID: 33122192 PMCID: PMC7939394 DOI: 10.1074/jbc.ra120.012395] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2020] [Revised: 10/26/2020] [Indexed: 12/16/2022] Open
Abstract
The dimeric ectonucleotidase CD73 catalyzes the hydrolysis of AMP at the cell surface to form adenosine, a potent suppressor of the immune response. Blocking CD73 activity in the tumor microenvironment can have a beneficial effect on tumor eradication and is a promising approach for cancer therapy. Biparatopic antibodies binding different regions of CD73 may be a means to antagonize its enzymatic activity. A panel of biparatopic antibodies representing the pairwise combination of 11 parental monoclonal antibodies against CD73 was generated by Fab-arm exchange. Nine variants vastly exceeded the potency of their parental antibodies with ≥90% inhibition of activity and subnanomolar EC50 values. Pairing the Fabs of parents with nonoverlapping epitopes was both sufficient and necessary whereas monovalent antibodies were poor inhibitors. Some parental antibodies yielded potent biparatopics with multiple partners, one of which (TB19) producing the most potent. The structure of the TB19 Fab with CD73 reveals that it blocks alignment of the N- and C-terminal CD73 domains necessary for catalysis. A separate structure of CD73 with a Fab (TB38) which complements TB19 in a particularly potent biparatopic shows its binding to a nonoverlapping site on the CD73 N-terminal domain. Structural modeling demonstrates a TB19/TB38 biparatopic antibody would be unable to bind the CD73 dimer in a bivalent manner, implicating crosslinking of separate CD73 dimers in its mechanism of action. This ability of a biparatopic antibody to both crosslink CD73 dimers and fix them in an inactive conformation thus represents a highly effective mechanism for the inhibition of CD73 activity.
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Affiliation(s)
- James E Stefano
- Biologics Research, Sanofi R&D Framingham, Massachusetts, USA
| | - Dana M Lord
- Biologics Research, Sanofi R&D Framingham, Massachusetts, USA
| | - Yanfeng Zhou
- Biologics Research, Sanofi R&D Framingham, Massachusetts, USA.
| | - Julie Jaworski
- Biologics Research, Sanofi R&D Framingham, Massachusetts, USA
| | - Joern Hopke
- Biologics Research, Sanofi R&D Framingham, Massachusetts, USA
| | - Tara Travaline
- Biologics Research, Sanofi R&D Framingham, Massachusetts, USA
| | - Ningning Zhang
- Biologics Research, Sanofi R&D Framingham, Massachusetts, USA
| | - Karen Wong
- Biologics Research, Sanofi R&D Framingham, Massachusetts, USA
| | - Amanda Lennon
- Biologics Research, Sanofi R&D Framingham, Massachusetts, USA
| | - Timothy He
- Translational Sciences, Sanofi R&D, Cambridge, Massachusetts, USA
| | | | | | - Tristan Magnay
- Biologics Research, Sanofi R&D Framingham, Massachusetts, USA
| | | | - William Brondyk
- Biologics Research, Sanofi R&D Framingham, Massachusetts, USA
| | - Huawei Qiu
- Biologics Research, Sanofi R&D Framingham, Massachusetts, USA
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14
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A panel of human neutralizing mAbs targeting SARS-CoV-2 spike at multiple epitopes. Nat Commun 2020; 11:4303. [PMID: 32855401 PMCID: PMC7452893 DOI: 10.1038/s41467-020-18159-4] [Citation(s) in RCA: 110] [Impact Index Per Article: 27.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2020] [Accepted: 08/05/2020] [Indexed: 12/14/2022] Open
Abstract
The novel highly transmissible human coronavirus SARS-CoV-2 is the causative agent of the COVID-19 pandemic. Thus far, there is no approved therapeutic drug specifically targeting this emerging virus. Here we report the isolation and characterization of a panel of human neutralizing monoclonal antibodies targeting the SARS-CoV-2 receptor binding domain (RBD). These antibodies were selected from a phage display library constructed using peripheral circulatory lymphocytes collected from patients at the acute phase of the disease. These neutralizing antibodies are shown to recognize distinct epitopes on the viral spike RBD. A subset of the antibodies exert their inhibitory activity by abrogating binding of the RBD to the human ACE2 receptor. The human monoclonal antibodies described here represent a promising basis for the design of efficient combined post-exposure therapy for SARS-CoV-2 infection. Here, Noy-Porat, Makdasi et al. report the isolation of a panel of neutralizing mAbs selected against SARS-CoV-2 receptor-binding domain (RBD) from a phage display library constructed based on patient samples collected in the acute phase of the disease, which show efficient neutralizing activities against authentic virus in vitro.
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15
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Brooks BD, Closmore A, Yang J, Holland M, Cairns T, Cohen GH, Bailey-Kellogg C. Characterizing Epitope Binding Regions of Entire Antibody Panels by Combining Experimental and Computational Analysis of Antibody: Antigen Binding Competition. Molecules 2020; 25:molecules25163659. [PMID: 32796656 PMCID: PMC7464469 DOI: 10.3390/molecules25163659] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2020] [Revised: 07/27/2020] [Accepted: 07/28/2020] [Indexed: 11/16/2022] Open
Abstract
Vaccines and immunotherapies depend on the ability of antibodies to sensitively and specifically recognize particular antigens and specific epitopes on those antigens. As such, detailed characterization of antibody-antigen binding provides important information to guide development. Due to the time and expense required, high-resolution structural characterization techniques are typically used sparingly and late in a development process. Here, we show that antibody-antigen binding can be characterized early in a process for whole panels of antibodies by combining experimental and computational analyses of competition between monoclonal antibodies for binding to an antigen. Experimental "epitope binning" of monoclonal antibodies uses high-throughput surface plasmon resonance to reveal which antibodies compete, while a new complementary computational analysis that we call "dock binning" evaluates antibody-antigen docking models to identify why and where they might compete, in terms of possible binding sites on the antigen. Experimental and computational characterization of the identified antigenic hotspots then enables the refinement of the competitors and their associated epitope binding regions on the antigen. While not performed at atomic resolution, this approach allows for the group-level identification of functionally related monoclonal antibodies (i.e., communities) and identification of their general binding regions on the antigen. By leveraging extensive epitope characterization data that can be readily generated both experimentally and computationally, researchers can gain broad insights into the basis for antibody-antigen recognition in wide-ranging vaccine and immunotherapy discovery and development programs.
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Affiliation(s)
- Benjamin D. Brooks
- Department of Biomedical Sciences, Rocky Vista University, Ivins, UT 84738, USA
- Inovan Inc., Fargo, ND 58102, USA
- Department of Microbiology, School of Dental Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA; (T.C.); (G.H.C.)
- Correspondence: ; Tel.: +1-435-222-1403
| | - Adam Closmore
- Department of Pharmacy, North Dakota State University, Fargo, ND 58102, USA;
| | - Juechen Yang
- Department of Biomedical Engineering, North Dakota State University, Fargo, ND 58102, USA; (J.Y.); (M.H.)
| | - Michael Holland
- Department of Biomedical Engineering, North Dakota State University, Fargo, ND 58102, USA; (J.Y.); (M.H.)
| | - Tina Cairns
- Department of Microbiology, School of Dental Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA; (T.C.); (G.H.C.)
| | - Gary H. Cohen
- Department of Microbiology, School of Dental Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA; (T.C.); (G.H.C.)
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16
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Zhang P, Tu GH, Wei J, Santiago P, Larrabee LR, Liao-Chan S, Mistry T, Chu MLH, Sai T, Lindquist K, Long H, Chaparro-Riggers J, Salek-Ardakani S, Yeung YA. Ligand-Blocking and Membrane-Proximal Domain Targeting Anti-OX40 Antibodies Mediate Potent T Cell-Stimulatory and Anti-Tumor Activity. Cell Rep 2020; 27:3117-3123.e5. [PMID: 31189099 DOI: 10.1016/j.celrep.2019.05.027] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2019] [Revised: 03/16/2019] [Accepted: 05/06/2019] [Indexed: 12/21/2022] Open
Abstract
Agonistic antibodies targeting the tumor necrosis factor (TNF) superfamily of co-stimulatory receptors (TNFRSF) are progressing through various stages of clinical development for cancer treatment, but the desired and defining features of these agents for optimal biological activity remain controversial. One idea, based on recent studies with CD40, is that non-ligand-blocking antibodies targeting membrane-distal cysteine-rich domain 1 (CRD1) have superior agonistic activities compared with ligand-blocking antibodies targeting more membrane-proximal CRDs. Here, we determined the binding and functional characteristics of a panel of antibodies targeting CRDs 1-4 of OX40 (also known as TNFRSF4 or CD134). In striking contrast to CD40, we found that ligand-blocking CRD2-binding and membrane-proximal CRD4-binding anti-OX40 antibodies have the strongest agonistic and anti-tumor activities. These findings have important translational implications and further highlight that the relationship between epitope specificity and agonistic activity will be an important issue to resolve on a case-by-case basis when optimizing antibodies targeting different co-stimulatory tumor necrosis factor receptors (TNFRs).
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Affiliation(s)
- Pamela Zhang
- Cancer Immunology Discovery, Oncology Research and Development, Pfizer, Inc., 230 E. Grand Ave., South San Francisco, CA 94080, USA
| | - Guang Huan Tu
- Cancer Immunology Discovery, Oncology Research and Development, Pfizer, Inc., 230 E. Grand Ave., South San Francisco, CA 94080, USA
| | - Jie Wei
- Cancer Immunology Discovery, Oncology Research and Development, Pfizer, Inc., 230 E. Grand Ave., South San Francisco, CA 94080, USA
| | - Pamela Santiago
- Cancer Immunology Discovery, Oncology Research and Development, Pfizer, Inc., 230 E. Grand Ave., South San Francisco, CA 94080, USA
| | - Lance R Larrabee
- Cancer Immunology Discovery, Oncology Research and Development, Pfizer, Inc., 230 E. Grand Ave., South San Francisco, CA 94080, USA
| | - Sindy Liao-Chan
- Cancer Immunology Discovery, Oncology Research and Development, Pfizer, Inc., 230 E. Grand Ave., South San Francisco, CA 94080, USA
| | - Tina Mistry
- Cancer Immunology Discovery, Oncology Research and Development, Pfizer, Inc., 230 E. Grand Ave., South San Francisco, CA 94080, USA
| | - Matthew Ling-Hon Chu
- Cancer Immunology Discovery, Oncology Research and Development, Pfizer, Inc., 230 E. Grand Ave., South San Francisco, CA 94080, USA
| | - Tao Sai
- Cancer Immunology Discovery, Oncology Research and Development, Pfizer, Inc., 230 E. Grand Ave., South San Francisco, CA 94080, USA
| | - Kevin Lindquist
- Cancer Immunology Discovery, Oncology Research and Development, Pfizer, Inc., 230 E. Grand Ave., South San Francisco, CA 94080, USA
| | - Hua Long
- Cancer Immunology Discovery, Oncology Research and Development, Pfizer, Inc., 230 E. Grand Ave., South San Francisco, CA 94080, USA
| | - Javier Chaparro-Riggers
- Cancer Immunology Discovery, Oncology Research and Development, Pfizer, Inc., 230 E. Grand Ave., South San Francisco, CA 94080, USA
| | - Shahram Salek-Ardakani
- Cancer Immunology Discovery, Oncology Research and Development, Pfizer, Inc., 230 E. Grand Ave., South San Francisco, CA 94080, USA.
| | - Yik Andy Yeung
- Cancer Immunology Discovery, Oncology Research and Development, Pfizer, Inc., 230 E. Grand Ave., South San Francisco, CA 94080, USA.
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17
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Yuan TZ, Lujan Hernandez AG, Keane E, Liu Q, Axelrod F, Kailasan S, Noonan-Shueh M, Aman MJ, Sato AK, Abdiche YN. Rapid exploration of the epitope coverage produced by an Ebola survivor to guide the discovery of therapeutic antibody cocktails. Antib Ther 2020; 3:167-178. [PMID: 33912793 PMCID: PMC7454256 DOI: 10.1093/abt/tbaa016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2020] [Revised: 07/24/2020] [Accepted: 07/28/2020] [Indexed: 11/17/2022] Open
Abstract
Background Development of successful neutralizing antibodies is dependent upon broad epitope coverage to increase the likelihood of achieving therapeutic function. Recent advances in synthetic biology have allowed us to conduct an epitope binning study on a large panel of antibodies identified to bind to Ebola virus glycoprotein with only published sequences. Methods and Results A rapid, first-pass epitope binning experiment revealed seven distinct epitope families that overlapped with known structural epitopes from the literature. A focused set of antibodies was selected from representative clones per bin to guide a second-pass binning that revealed previously unassigned epitopes, confirmed epitopes known to be associated with neutralizing antibodies, and demonstrated asymmetric blocking of EBOV GP from allosteric effectors reported from literature. Conclusions Critically, this workflow allows us to probe the epitope landscape of EBOV GP without any prior structural knowledge of the antigen or structural benchmark clones. Incorporating epitope binning on hundreds of antibodies during early stage antibody characterization ensures access to a library’s full epitope coverage, aids in the identification of high quality reagents within the library that recapitulate this diversity for use in other studies, and ultimately enables the rational development of therapeutic cocktails that take advantage of multiple mechanisms of action such as cooperative synergistic effects to enhance neutralization function and minimize the risk of mutagenic escape. The use of high-throughput epitope binning during new outbreaks such as the current COVID-19 pandemic is particularly useful in accelerating timelines due to the large amount of information gained in a single experiment.
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Affiliation(s)
- Tom Z Yuan
- Twist Biopharma, Twist Bioscience, South San Francisco, CA 94080, USA
| | | | - Erica Keane
- Twist Biopharma, Twist Bioscience, South San Francisco, CA 94080, USA
| | - Qiang Liu
- Twist Biopharma, Twist Bioscience, South San Francisco, CA 94080, USA
| | - Fumiko Axelrod
- Twist Biopharma, Twist Bioscience, South San Francisco, CA 94080, USA
| | | | | | | | - Aaron K Sato
- Twist Biopharma, Twist Bioscience, South San Francisco, CA 94080, USA
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18
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Hansen J, Baum A, Pascal KE, Russo V, Giordano S, Wloga E, Fulton BO, Yan Y, Koon K, Patel K, Chung KM, Hermann A, Ullman E, Cruz J, Rafique A, Huang T, Fairhurst J, Libertiny C, Malbec M, Lee WY, Welsh R, Farr G, Pennington S, Deshpande D, Cheng J, Watty A, Bouffard P, Babb R, Levenkova N, Chen C, Zhang B, Romero Hernandez A, Saotome K, Zhou Y, Franklin M, Sivapalasingam S, Lye DC, Weston S, Logue J, Haupt R, Frieman M, Chen G, Olson W, Murphy AJ, Stahl N, Yancopoulos GD, Kyratsous CA. Studies in humanized mice and convalescent humans yield a SARS-CoV-2 antibody cocktail. Science 2020; 369:1010-1014. [PMID: 32540901 PMCID: PMC7299284 DOI: 10.1126/science.abd0827] [Citation(s) in RCA: 926] [Impact Index Per Article: 231.5] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2020] [Accepted: 06/11/2020] [Indexed: 12/18/2022]
Abstract
There is an urgent focus on antibodies that target the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) viral spike and prevent the virus from entering host cells. Hansen et al. generated a large panel of antibodies against the spike protein from humanized mice and recovered patients. From this panel, they identified several neutralizing antibodies, including pairs that do not compete for binding to the receptor binding domain. Baum et al. focused in on four of these antibodies. All four are effective against known spike variants. However, by growing a pseudovirus that expresses the spike in the presence of individual antibodies, the authors were able to select for spike mutants resistant to that antibody. In contrast, escape mutants are not selected when pseudovirus is grown in the presence of pairs of antibodies that either do not compete or only partially compete for binding to the RBD. Such a pair might be used in a therapeutic antibody cocktail. Science, this issue p. 1010, p. 1014 Neutralizing antibodies have become an important tool in treating infectious diseases. Recently, two separate approaches yielded successful antibody treatments for Ebola—one from genetically humanized mice and the other from a human survivor. Here, we describe parallel efforts using both humanized mice and convalescent patients to generate antibodies against the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) spike protein, which yielded a large collection of fully human antibodies that were characterized for binding, neutralization, and three-dimensional structure. On the basis of these criteria, we selected pairs of highly potent individual antibodies that simultaneously bind the receptor binding domain of the spike protein, thereby providing ideal partners for a therapeutic antibody cocktail that aims to decrease the potential for virus escape mutants that might arise in response to selective pressure from a single-antibody treatment.
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Affiliation(s)
- Johanna Hansen
- Regeneron Pharmaceuticals, Inc., Tarrytown, NY 10591, USA
| | - Alina Baum
- Regeneron Pharmaceuticals, Inc., Tarrytown, NY 10591, USA
| | | | - Vincenzo Russo
- Regeneron Pharmaceuticals, Inc., Tarrytown, NY 10591, USA
| | | | - Elzbieta Wloga
- Regeneron Pharmaceuticals, Inc., Tarrytown, NY 10591, USA
| | | | - Ying Yan
- Regeneron Pharmaceuticals, Inc., Tarrytown, NY 10591, USA
| | - Katrina Koon
- Regeneron Pharmaceuticals, Inc., Tarrytown, NY 10591, USA
| | - Krunal Patel
- Regeneron Pharmaceuticals, Inc., Tarrytown, NY 10591, USA
| | | | - Aynur Hermann
- Regeneron Pharmaceuticals, Inc., Tarrytown, NY 10591, USA
| | - Erica Ullman
- Regeneron Pharmaceuticals, Inc., Tarrytown, NY 10591, USA
| | - Jonathan Cruz
- Regeneron Pharmaceuticals, Inc., Tarrytown, NY 10591, USA
| | | | - Tammy Huang
- Regeneron Pharmaceuticals, Inc., Tarrytown, NY 10591, USA
| | | | | | - Marine Malbec
- Regeneron Pharmaceuticals, Inc., Tarrytown, NY 10591, USA
| | - Wen-Yi Lee
- Regeneron Pharmaceuticals, Inc., Tarrytown, NY 10591, USA
| | - Richard Welsh
- Regeneron Pharmaceuticals, Inc., Tarrytown, NY 10591, USA
| | - Glen Farr
- Regeneron Pharmaceuticals, Inc., Tarrytown, NY 10591, USA
| | | | | | - Jemmie Cheng
- Regeneron Pharmaceuticals, Inc., Tarrytown, NY 10591, USA
| | - Anke Watty
- Regeneron Pharmaceuticals, Inc., Tarrytown, NY 10591, USA
| | | | - Robert Babb
- Regeneron Pharmaceuticals, Inc., Tarrytown, NY 10591, USA
| | | | - Calvin Chen
- Regeneron Pharmaceuticals, Inc., Tarrytown, NY 10591, USA
| | - Bojie Zhang
- Regeneron Pharmaceuticals, Inc., Tarrytown, NY 10591, USA
| | | | - Kei Saotome
- Regeneron Pharmaceuticals, Inc., Tarrytown, NY 10591, USA
| | - Yi Zhou
- Regeneron Pharmaceuticals, Inc., Tarrytown, NY 10591, USA
| | | | | | - David Chien Lye
- National Centre for Infectious Diseases, Tan Tock Seng Hospital, Yong Loo Lin School of Medicine, Lee Kong Chian School of Medicine, 16 Jalan Tan Tock Seng, Singapore 308442, Singapore
| | - Stuart Weston
- Department of Microbiology and Immunology, University of Maryland School of Medicine, Baltimore, MD 21201, USA
| | - James Logue
- Department of Microbiology and Immunology, University of Maryland School of Medicine, Baltimore, MD 21201, USA
| | - Robert Haupt
- Department of Microbiology and Immunology, University of Maryland School of Medicine, Baltimore, MD 21201, USA
| | - Matthew Frieman
- Department of Microbiology and Immunology, University of Maryland School of Medicine, Baltimore, MD 21201, USA
| | - Gang Chen
- Regeneron Pharmaceuticals, Inc., Tarrytown, NY 10591, USA
| | - William Olson
- Regeneron Pharmaceuticals, Inc., Tarrytown, NY 10591, USA
| | | | - Neil Stahl
- Regeneron Pharmaceuticals, Inc., Tarrytown, NY 10591, USA
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19
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Chen A, Arora PD, Lai CC, Copeland JW, Moraes TF, McCulloch CA, Lavoie BD, Wilde A. The scaffold-protein IQGAP1 enhances and spatially restricts the actin-nucleating activity of Diaphanous-related formin 1 (DIAPH1). J Biol Chem 2020; 295:3134-3147. [PMID: 32005666 DOI: 10.1074/jbc.ra119.010476] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2019] [Revised: 01/24/2020] [Indexed: 11/06/2022] Open
Abstract
The actin cytoskeleton is a dynamic array of filaments that undergoes rapid remodeling to drive many cellular processes. An essential feature of filament remodeling is the spatio-temporal regulation of actin filament nucleation. One family of actin filament nucleators, the Diaphanous-related formins, is activated by the binding of small G-proteins such as RhoA. However, RhoA only partially activates formins, suggesting that additional factors are required to fully activate the formin. Here we identify one such factor, IQ motif containing GTPase activating protein-1 (IQGAP1), which enhances RhoA-mediated activation of the Diaphanous-related formin (DIAPH1) and targets DIAPH1 to the plasma membrane. We find that the inhibitory intramolecular interaction within DIAPH1 is disrupted by the sequential binding of RhoA and IQGAP1. Binding of RhoA and IQGAP1 robustly stimulates DIAPH1-mediated actin filament nucleation in vitro In contrast, the actin capping protein Flightless-I, in conjunction with RhoA, only weakly stimulates DIAPH1 activity. IQGAP1, but not Flightless-I, is required to recruit DIAPH1 to the plasma membrane where actin filaments are generated. These results indicate that IQGAP1 enhances RhoA-mediated activation of DIAPH1 in vivo Collectively these data support a model where the combined action of RhoA and an enhancer ensures the spatio-temporal regulation of actin nucleation to stimulate robust and localized actin filament production in vivo.
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Affiliation(s)
- Anan Chen
- Department of Biochemistry, University of Toronto, Toronto, Ontario M5G 1M1, Canada
| | - Pam D Arora
- Faculty of Dentistry, University of Toronto, Toronto, Ontario M5G 1M1, Canada
| | - Christine C Lai
- Department of Biochemistry, University of Toronto, Toronto, Ontario M5G 1M1, Canada
| | - John W Copeland
- Department of Cellular and Molecular Medicine, Faculty of Medicine, University of Ottawa, Ottawa, ON K1H 8M5, Canada
| | - Trevor F Moraes
- Department of Biochemistry, University of Toronto, Toronto, Ontario M5G 1M1, Canada
| | | | - Brigitte D Lavoie
- Department Molecular Genetics, University of Toronto, Toronto, Ontario M5G 1M1, Canada
| | - Andrew Wilde
- Department of Biochemistry, University of Toronto, Toronto, Ontario M5G 1M1, Canada; Department Molecular Genetics, University of Toronto, Toronto, Ontario M5G 1M1, Canada.
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20
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Miller EA, Sung KJ, Kongsuphol P, Baniya S, Aw-Yong HQ, Tay V, Tan Y, Kabir FM, Pang-Yeo K, Kaspriskie IG, Sikes HD. Beyond Epitope Binning: Directed in Vitro Selection of Complementary Pairs of Binding Proteins. ACS COMBINATORIAL SCIENCE 2020; 22:49-60. [PMID: 31769955 DOI: 10.1021/acscombsci.9b00176] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Many biotechnological applications require the simultaneous binding of affinity reagents to nonoverlapping target epitopes, the most prominent example being sandwich immunoassays. Typically, affinity pairs are identified via post facto functional analysis of clones that were not selected for complementarity. Here, we developed the Rapid Affinity Pair Identification via Directed Selection (RAPIDS) process, which enables the efficient identification of affinity reagents that function together as complementary pairs, from in vitro libraries of ∼109 variants. We used RAPIDS to develop highly specific affinity pairs against biomarkers of tuberculosis, Zika virus, and sepsis. Without additional trial-and-error screening, these affinity pairs exhibited utility in multiple assay formats. The RAPIDS process applies selective pressure to hundreds of thousands of potential affinity pairs to efficiently identify complementary pairs that bind to separate epitopes without binding to one another or nontargets, yielding diagnostic assays that are sensitive and specific by design.
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Affiliation(s)
- Eric A. Miller
- Department of Chemical Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, United States
| | - Ki-Joo Sung
- Department of Chemical Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, United States
| | - Patthara Kongsuphol
- Singapore-MIT Alliance for Research and Technology (SMART) Centre, 1 CREATE Way, Singapore 138602
| | - Subha Baniya
- Department of Biochemistry, Wellesley College, Wellesley, Massachusetts 02481, United States
| | - Hui Qi Aw-Yong
- Singapore-MIT Alliance for Research and Technology (SMART) Centre, 1 CREATE Way, Singapore 138602
| | - Vivian Tay
- Singapore-MIT Alliance for Research and Technology (SMART) Centre, 1 CREATE Way, Singapore 138602
| | - Yuxuan Tan
- Singapore-MIT Alliance for Research and Technology (SMART) Centre, 1 CREATE Way, Singapore 138602
| | - Farah M. Kabir
- Department of Chemical Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, United States
| | - Karl Pang-Yeo
- Singapore-MIT Alliance for Research and Technology (SMART) Centre, 1 CREATE Way, Singapore 138602
| | - Isabel G. Kaspriskie
- Department of Chemical Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, United States
| | - Hadley D. Sikes
- Department of Chemical Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, United States
- Singapore-MIT Alliance for Research and Technology (SMART) Centre, 1 CREATE Way, Singapore 138602
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Varkey R, Du Q, Karnell JL, Xiao X, Casey KA, Woods R, Rosenthal K, Wilson S, Dall’Acqua WF, Wu H, Herbst R, Ettinger R, Damschroder M. Discovery and characterization of potent IL-21 neutralizing antibodies via a novel alternating antigen immunization and humanization strategy. PLoS One 2019; 14:e0211236. [PMID: 30682117 PMCID: PMC6347146 DOI: 10.1371/journal.pone.0211236] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2018] [Accepted: 01/09/2019] [Indexed: 01/06/2023] Open
Abstract
Interleukin-21 (IL-21), a member of the common cytokine receptor γ chain (γc) family, is secreted by CD4+ T cells and natural killer T cells and induces effector function through interactions with the IL-21 receptor (IL-21R)/γc complex expressed on both immune and non-immune cells. Numerous studies suggest that IL-21 plays a significant role in autoimmune disorders. Therapeutic intervention to disrupt the IL-21/IL-21R/γc interaction and inhibit subsequent downstream signal transduction could offer a treatment paradigm for these diseases. Potent neutralizing antibodies reported in the literature were generated after extensive immunizations with human IL-21 alone and in combination with various adjuvants. To circumvent the laborious method of antibody generation while targeting a conserved functional epitope, we designed a novel alternating-antigen immunization strategy utilizing both human and cynomolgus monkey (cyno) IL-21. Despite the high degree of homology between human and cyno IL-21, our alternating-immunization strategy elicited higher antibody titers and more potent neutralizing hybridomas in mice than did the immunization with human IL-21 antigen alone. The lead hybridoma clone was humanized by grafting the murine complementarity-determining regions onto human germline framework templates, using a unique rational design. The final humanized and engineered antibody, MEDI7169, encodes only one murine residue at the variable heavy/light-chain interface, retains the sub-picomolar affinity for IL-21, specifically inhibits IL-21/IL-21R-mediated signaling events and is currently under clinical development as a potential therapeutic agent for autoimmune diseases. This study provides experimental evidence of the immune system's potential to recognize and respond to shared epitopes of antigens from distinct species, and presents a generally applicable, novel method for the rapid generation of exceptional therapeutic antibodies using the hybridoma platform.
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Affiliation(s)
- Reena Varkey
- Department of Antibody Discovery and Protein Engineering, MedImmune LLC, Gaithersburg, Maryland, United States of America
| | - Qun Du
- Department of Antibody Discovery and Protein Engineering, MedImmune LLC, Gaithersburg, Maryland, United States of America
| | - Jodi L. Karnell
- Department of Respiratory, Inflammation, and Autoimmunity, MedImmune LLC, Gaithersburg, Maryland, United States of America
| | - Xiaodong Xiao
- Department of Antibody Discovery and Protein Engineering, MedImmune LLC, Gaithersburg, Maryland, United States of America
| | - Kerry A. Casey
- Department of Respiratory, Inflammation, and Autoimmunity, MedImmune LLC, Gaithersburg, Maryland, United States of America
| | - Rob Woods
- Department of Antibody Discovery and Protein Engineering, MedImmune LLC, Gaithersburg, Maryland, United States of America
| | - Kim Rosenthal
- Department of Antibody Discovery and Protein Engineering, MedImmune LLC, Gaithersburg, Maryland, United States of America
| | - Susan Wilson
- Department of Antibody Discovery and Protein Engineering, MedImmune LLC, Gaithersburg, Maryland, United States of America
| | - William F. Dall’Acqua
- Department of Antibody Discovery and Protein Engineering, MedImmune LLC, Gaithersburg, Maryland, United States of America
| | - Herren Wu
- Department of Antibody Discovery and Protein Engineering, MedImmune LLC, Gaithersburg, Maryland, United States of America
| | - Ronald Herbst
- Department of Respiratory, Inflammation, and Autoimmunity, MedImmune LLC, Gaithersburg, Maryland, United States of America
| | - Rachel Ettinger
- Department of Respiratory, Inflammation, and Autoimmunity, MedImmune LLC, Gaithersburg, Maryland, United States of America
| | - Melissa Damschroder
- Department of Antibody Discovery and Protein Engineering, MedImmune LLC, Gaithersburg, Maryland, United States of America
- * E-mail:
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22
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Machen AJ, O'Neil PT, Pentelute BL, Villar MT, Artigues A, Fisher MT. Analyzing Dynamic Protein Complexes Assembled On and Released From Biolayer Interferometry Biosensor Using Mass Spectrometry and Electron Microscopy. J Vis Exp 2018. [PMID: 30124667 PMCID: PMC6126661 DOI: 10.3791/57902] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/03/2022] Open
Abstract
In vivo, proteins are often part of large macromolecular complexes where binding specificity and dynamics ultimately dictate functional outputs. In this work, the pre-endosomal anthrax toxin is assembled and transitioned into the endosomal complex. First, the N-terminal domain of a cysteine mutant lethal factor (LFN) is attached to a biolayer interferometry (BLI) biosensor through disulfide coupling in an optimal orientation, allowing protective antigen (PA) prepore to bind (Kd 1 nM). The optimally oriented LFN-PAprepore complex then binds to soluble capillary morphogenic gene-2 (CMG2) cell surface receptor (Kd 170 pM), resulting in a representative anthrax pre-endosomal complex, stable at pH 7.5. This assembled complex is then subjected to acidification (pH 5.0) representative of the late endosome environment to transition the PAprepore into the membrane inserted pore state. This PApore state results in a weakened binding between the CMG2 receptor and the LFN-PApore and a substantial dissociation of CMG2 from the transition pore. The thio-attachment of LFN to the biosensor surface is easily reversed by dithiothreitol. Reduction on the BLI biosensor surface releases the LFN-PAprepore-CMG2 ternary complex or the acid transitioned LFN-PApore complexes into microliter volumes. Released complexes are then visualized and identified using electron microscopy and mass spectrometry. These experiments demonstrate how to monitor the kinetic assembly/disassembly of specific protein complexes using label-free BLI methodologies and evaluate the structure and identity of these BLI assembled complexes by electron microscopy and mass spectrometry, respectively, using easy-to-replicate sequential procedures.
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Affiliation(s)
- Alexandra J Machen
- Department of Biochemistry and Molecular Biology, University of Kansas Medical Center
| | - Pierce T O'Neil
- Department of Biochemistry and Molecular Biology, University of Kansas Medical Center
| | | | - Maria T Villar
- Department of Biochemistry and Molecular Biology, University of Kansas Medical Center
| | - Antonio Artigues
- Department of Biochemistry and Molecular Biology, University of Kansas Medical Center
| | - Mark T Fisher
- Department of Biochemistry and Molecular Biology, University of Kansas Medical Center;
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23
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Stalin Raj V, Okba NMA, Gutierrez-Alvarez J, Drabek D, van Dieren B, Widagdo W, Lamers MM, Widjaja I, Fernandez-Delgado R, Sola I, Bensaid A, Koopmans MP, Segalés J, Osterhaus ADME, Bosch BJ, Enjuanes L, Haagmans BL. Chimeric camel/human heavy-chain antibodies protect against MERS-CoV infection. SCIENCE ADVANCES 2018; 4:eaas9667. [PMID: 30101189 PMCID: PMC6082650 DOI: 10.1126/sciadv.aas9667] [Citation(s) in RCA: 50] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/29/2018] [Accepted: 07/01/2018] [Indexed: 05/08/2023]
Abstract
Middle East respiratory syndrome coronavirus (MERS-CoV) continues to cause outbreaks in humans as a result of spillover events from dromedaries. In contrast to humans, MERS-CoV-exposed dromedaries develop only very mild infections and exceptionally potent virus-neutralizing antibody responses. These strong antibody responses may be caused by affinity maturation as a result of repeated exposure to the virus or by the fact that dromedaries-apart from conventional antibodies-have relatively unique, heavy chain-only antibodies (HCAbs). These HCAbs are devoid of light chains and have long complementarity-determining regions with unique epitope binding properties, allowing them to recognize and bind with high affinity to epitopes not recognized by conventional antibodies. Through direct cloning and expression of the variable heavy chains (VHHs) of HCAbs from the bone marrow of MERS-CoV-infected dromedaries, we identified several MERS-CoV-specific VHHs or nanobodies. In vitro, these VHHs efficiently blocked virus entry at picomolar concentrations. The selected VHHs bind with exceptionally high affinity to the receptor binding domain of the viral spike protein. Furthermore, camel/human chimeric HCAbs-composed of the camel VHH linked to a human Fc domain lacking the CH1 exon-had an extended half-life in the serum and protected mice against a lethal MERS-CoV challenge. HCAbs represent a promising alternative strategy to develop novel interventions not only for MERS-CoV but also for other emerging pathogens.
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Affiliation(s)
- V. Stalin Raj
- Department of Viroscience, Erasmus Medical Center, Rotterdam, Netherlands
| | - Nisreen M. A. Okba
- Department of Viroscience, Erasmus Medical Center, Rotterdam, Netherlands
| | - Javier Gutierrez-Alvarez
- Department of Molecular and Cell Biology, National Center for Biotechnology–Spanish National Research Council (CNB-CSIC), Madrid, Spain
| | - Dubravka Drabek
- Department of Cell Biology, Erasmus Medical Center, Rotterdam, Netherlands
| | - Brenda van Dieren
- Virology Division, Department of Infectious Diseases and Immunology, Faculty of Veterinary Medicine, Utrecht University, Utrecht, Netherlands
| | - W. Widagdo
- Department of Viroscience, Erasmus Medical Center, Rotterdam, Netherlands
| | - Mart M. Lamers
- Department of Viroscience, Erasmus Medical Center, Rotterdam, Netherlands
| | - Ivy Widjaja
- Virology Division, Department of Infectious Diseases and Immunology, Faculty of Veterinary Medicine, Utrecht University, Utrecht, Netherlands
| | - Raul Fernandez-Delgado
- Department of Molecular and Cell Biology, National Center for Biotechnology–Spanish National Research Council (CNB-CSIC), Madrid, Spain
| | - Isabel Sola
- Department of Molecular and Cell Biology, National Center for Biotechnology–Spanish National Research Council (CNB-CSIC), Madrid, Spain
| | - Albert Bensaid
- Institut de Recerca i Tecnologia Agroalimentàries (IRTA), Centre de Recerca en Sanitat Animal [CReSA, IRTA–Universitat Autònoma de Barcelona (UAB)], Campus de la UAB, 08193 Bellaterra, Spain
| | - Marion P. Koopmans
- Department of Viroscience, Erasmus Medical Center, Rotterdam, Netherlands
| | - Joaquim Segalés
- UAB, CReSA (IRTA-UAB), Campus de la UAB, 08193 Bellaterra, Spain
- Departament de Sanitat i Anatomia Animals, Facultat de Veterinària, UAB, 08193 Bellaterra, Spain
| | - Albert D. M. E. Osterhaus
- Artemis One Health, Utrecht, Netherlands
- Center for Infection Medicine and Zoonoses Research, University of Veterinary Medicine, Hannover, Germany
| | - Berend Jan Bosch
- Virology Division, Department of Infectious Diseases and Immunology, Faculty of Veterinary Medicine, Utrecht University, Utrecht, Netherlands
| | - Luis Enjuanes
- Department of Molecular and Cell Biology, National Center for Biotechnology–Spanish National Research Council (CNB-CSIC), Madrid, Spain
| | - Bart L. Haagmans
- Department of Viroscience, Erasmus Medical Center, Rotterdam, Netherlands
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24
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Chan BM, Badh A, Berry KA, Grauer SA, King CT. Flow Cytometry-Based Epitope Binning Using Competitive Binding Profiles for the Characterization of Monoclonal Antibodies against Cellular and Soluble Protein Targets. SLAS DISCOVERY 2018; 23:613-623. [DOI: 10.1177/2472555218774334] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
A key step in the therapeutic antibody drug discovery process is early identification of diverse candidate molecules. Information comparing antibody binding epitopes can be used to classify antibodies within a large panel, guiding rational lead molecule selection. We describe a novel epitope binning method utilizing high-throughput flow cytometry (HTFC) that leverages cellular barcoding or spectrally distinct beads to multiplex samples to characterize antibodies raised against cell membrane receptor or soluble protein targets. With no requirement for sample purification or direct labeling, the method is suited for early characterization of antibody candidates. This method generates competitive binding profiles of each antibody against a defined set of known or unknown reference antibodies for binding to epitopes of an antigen. Antibodies with closely related competitive binding profiles indicate similar epitopes and are classified in the same bin. These large, high-throughput, multiplexed experiments can yield epitope bins or clusters for the entire antibody panel, from which a conceptual map of the epitope space for each antibody can be created. Combining this valuable epitope information with other data, such as functional activity, sequence, and selectivity of binding to orthologs and paralogs, enables us to advance the best epitope-diverse candidates for further development.
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Affiliation(s)
| | - Anita Badh
- Amgen Discovery Research, Burnaby, BC, Canada
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25
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Bronswijk-Deddens L. Epitope Binning of Human Monoclonal Antibodies in Classical Sandwich and In-Tandem Orientation Using the Octet System Based on Biolayer Interferometry. METHODS IN MOLECULAR BIOLOGY (CLIFTON, N.J.) 2018; 1785:207-220. [PMID: 29714020 DOI: 10.1007/978-1-4939-7841-0_13] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
Abstract
Epitope binning is a technique used to cluster different monoclonal antibodies by the specific region on the antigen that is recognized by the antibody. This is used to increase the likelihood of choosing lead antibodies with the desired biological activity by selecting antibodies from distinct bins, to confirm that biosimilars or biobetters bind to similar epitopes and to select reagents for diagnostic sandwich and/or ELISA-type assays. This protocol describes epitope binning of seven human monoclonal antibodies to a monovalent antigen in two orthogonal orientations; a classical sandwich and an in-tandem orientation using an eight-channel Octet system.
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26
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Ji Y, Woods RJ. Quantifying Weak Glycan-Protein Interactions Using a Biolayer Interferometry Competition Assay: Applications to ECL Lectin and X-31 Influenza Hemagglutinin. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2018; 1104:259-273. [PMID: 30484253 DOI: 10.1007/978-981-13-2158-0_13] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
This chapter introduces two formats using bio-layer interferometry competition assays to determine the solution K D values of weak glycan-protein interactions. This approach overcomes the challenge of determining weak interactions while minimizing the amount of reagents required. Accurate solution K D values aid in understanding the complex relationships between monomeric versus multimeric interactions and affinity versus avidity. The assays have been applied to a well-studied lectin (Erythrina crista-galli lectin) and influenza hemagglutinin (X-31). The solution K D values determined from this approach are in good agreement with previous reported literature values from isothermal titration calorimetry and NMR. Additionally, this approach appears robust and precise.
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Affiliation(s)
- Ye Ji
- Complex Carbohydrate Research Center, University of Georgia, Athens, GA, USA
| | - Robert J Woods
- Complex Carbohydrate Research Center, University of Georgia, Athens, GA, USA.
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27
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Abstract
The ability to quantify binding affinity of molecular interactions is an essential component of drug development and life science research. This chapter outlines the practical use of surface plasmon resonance spectroscopy to monitor protein-protein interactions with an emphasis on basic experimental design. A short summary of epitope binning assays is also included.
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28
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Petersen RL. Strategies Using Bio-Layer Interferometry Biosensor Technology for Vaccine Research and Development. BIOSENSORS-BASEL 2017; 7:bios7040049. [PMID: 29088096 PMCID: PMC5746772 DOI: 10.3390/bios7040049] [Citation(s) in RCA: 78] [Impact Index Per Article: 11.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/14/2017] [Revised: 10/26/2017] [Accepted: 10/28/2017] [Indexed: 12/13/2022]
Abstract
Bio-layer interferometry (BLI) real-time, label-free technology has greatly contributed to advances in vaccine research and development. BLI Octet platforms offer high-throughput, ease of use, reliability, and high precision analysis when compared with common labeling techniques. Many different strategies have been used to immobilize the pathogen or host molecules on BLI biosensors for real-time kinetics and affinity analysis, quantification, or high-throughput titer. These strategies can be used in multiple applications and shed light onto the structural and functional aspects molecules play during pathogen-host interactions. They also provide crucial information on how to achieve protection. This review summarizes some key BLI strategies used in human vaccine research and development.
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29
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Kamat V, Rafique A. Designing binding kinetic assay on the bio-layer interferometry (BLI) biosensor to characterize antibody-antigen interactions. Anal Biochem 2017; 536:16-31. [PMID: 28802648 DOI: 10.1016/j.ab.2017.08.002] [Citation(s) in RCA: 71] [Impact Index Per Article: 10.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2017] [Revised: 08/03/2017] [Accepted: 08/07/2017] [Indexed: 01/24/2023]
Abstract
The Octet biosensors provide a high-throughput alternative to the well-established surface plasmon resonance (SPR) and SPR imaging (SPRi) biosensors to characterize antibody-antigen interactions. However, the utility of the Octet biosensors for accurate and reproducible measurement of binding rate constants of monoclonal antibodies (mAbs) is limited due to challenges such as analyte rebinding, and mass transport limitation (MTL). This study focuses on addressing these challenges and provides experimental conditions to reliably measure kinetics of mAb-antigen interactions. The mAb capture density of less than 0.6 nm was found to be optimal to measure a wide range of binding affinities on Octet HTX biosensor. The titration kinetic and single cycle kinetic assays performed on Octet HTX generated reproducible binding kinetic parameters and correlated with the values measured on Biacore 4000 and MASS-1. Kinetic assays performed on 0.1 nm density mAb surfaces significantly reduced MTL and enabled characterization of picomolar affinity mAbs. Finally, kinetic analysis performed on 150 antibodies to 10 antigens with molecular weights ranging from 21kD to 105kD showed concordance between Octet HTX, Biacore 4000 and MASS-1 (R2 > 0.90). The data presented in this study suggest that under optimal experimental conditions, Octet biosensor is capable of generating kinetic values comparable to SPR/SPRi biosensors.
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Affiliation(s)
- Vishal Kamat
- Biomolecular HTS Center, Therapeutic Proteins, Regeneron Pharmaceuticals, 777 Old Saw Mill River Road, Tarrytown, NY 10591, USA.
| | - Ashique Rafique
- Biomolecular HTS Center, Therapeutic Proteins, Regeneron Pharmaceuticals, 777 Old Saw Mill River Road, Tarrytown, NY 10591, USA
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30
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Yang D, Singh A, Wu H, Kroe-Barrett R. Determination of High-affinity Antibody-antigen Binding Kinetics Using Four Biosensor Platforms. J Vis Exp 2017. [PMID: 28448040 PMCID: PMC5564993 DOI: 10.3791/55659] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/05/2022] Open
Abstract
Label-free optical biosensors are powerful tools in drug discovery for the characterization of biomolecular interactions. In this study, we describe the use of four routinely used biosensor platforms in our laboratory to evaluate the binding affinity and kinetics of ten high-affinity monoclonal antibodies (mAbs) against human proprotein convertase subtilisin kexin type 9 (PCSK9). While both Biacore T100 and ProteOn XPR36 are derived from the well-established Surface Plasmon Resonance (SPR) technology, the former has four flow cells connected by serial flow configuration, whereas the latter presents 36 reaction spots in parallel through an improvised 6 x 6 crisscross microfluidic channel configuration. The IBIS MX96 also operates based on the SPR sensor technology, with an additional imaging feature that provides detection in spatial orientation. This detection technique coupled with the Continuous Flow Microspotter (CFM) expands the throughput significantly by enabling multiplex array printing and detection of 96 reaction sports simultaneously. In contrast, the Octet RED384 is based on the BioLayer Interferometry (BLI) optical principle, with fiber-optic probes acting as the biosensor to detect interference pattern changes upon binding interactions at the tip surface. Unlike the SPR-based platforms, the BLI system does not rely on continuous flow fluidics; instead, the sensor tips collect readings while they are immersed in analyte solutions of a 384-well microplate during orbital agitation. Each of these biosensor platforms has its own advantages and disadvantages. To provide a direct comparison of these instruments' ability to provide quality kinetic data, the described protocols illustrate experiments that use the same assay format and the same high-quality reagents to characterize antibody-antigen kinetics that fit the simple 1:1 molecular interaction model.
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Affiliation(s)
- Danlin Yang
- Department of Biotherapeutics Discovery, Immune Modulation and Biotherapeutics Discovery, Boehringer Ingelheim Pharmaceuticals, Inc
| | - Ajit Singh
- The Fu Foundation School of Engineering and Applied Science, Columbia University
| | - Helen Wu
- Department of Biotherapeutics Discovery, Immune Modulation and Biotherapeutics Discovery, Boehringer Ingelheim Pharmaceuticals, Inc
| | - Rachel Kroe-Barrett
- Department of Biotherapeutics Discovery, Immune Modulation and Biotherapeutics Discovery, Boehringer Ingelheim Pharmaceuticals, Inc.;
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31
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Label free checkerboard assay to determine overlapping epitopes of Ebola virus VP-40 antibodies using surface plasmon resonance. J Immunol Methods 2017; 442:42-48. [PMID: 28109682 DOI: 10.1016/j.jim.2017.01.005] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2016] [Revised: 01/09/2017] [Accepted: 01/17/2017] [Indexed: 12/17/2022]
Abstract
Immunoassay formats, in which antibodies provide sensitivity and specificity, are often utilized to provide rapid and simple diagnostic tests. Surface plasmon resonance is frequently used to evaluate the suitability of antibodies by determining binding kinetics to agents or surrogate antigens. We used SPR to evaluate a number of commercial monoclonal antibodies as well as single domain antibodies produced in-house. All the antibodies targeted the Ebola virus viral protein 40 (VP40). We determined the ability of each antibody to bind to immobilized VP40, and ensured they did not bind Ebola glycoprotein or the nucleoprotein. A subset of the monoclonal antibodies was immobilized to characterize antigen capture in solution. It can be advantageous to utilize antibodies that recognize distinct epitopes when choosing reagents for detection and diagnostic assays. We determined the uniqueness of the epitope recognized by the anti-VP40 antibodies using a checkerboard format that exploits the 6×6 array of interactions monitored by the Bio-Rad ProteOn XPR36 SPR instrument. The results demonstrate the utility of surface plasmon resonance to characterize monoclonal and recombinant antibodies. Additionally, the analysis presented here enabled the identification of pairs of anti-VP40 antibodies which could potentially be utilized in sandwich type immunoassays for the detection of Ebola virus.
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32
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Abdiche YN, Yeung AY, Ni I, Stone D, Miles A, Morishige W, Rossi A, Strop P. Antibodies Targeting Closely Adjacent or Minimally Overlapping Epitopes Can Displace One Another. PLoS One 2017; 12:e0169535. [PMID: 28060885 PMCID: PMC5218414 DOI: 10.1371/journal.pone.0169535] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2016] [Accepted: 12/18/2016] [Indexed: 12/13/2022] Open
Abstract
Here we describe how real-time label-free biosensors can be used to identify antibodies that compete for closely adjacent or minimally overlapping epitopes on their specific antigen via a mechanism of antibody displacement. By kinetically perturbing one another’s binding towards their antigen via the formation of a transient trimolecular complex, antibodies can displace one another in a fully reversible and dose-dependent manner. Displacements can be readily identified when epitope binning assays are performed in a classical sandwich assay format whereby a solution antibody (analyte) is tested for binding to its antigen that is first captured via an immobilized antibody (ligand) because an inverted sandwiching response is observed when an analyte displaces a ligand, signifying the antigen’s unusually rapid dissociation from its ligand. In addition to classifying antibodies within a panel in terms of their ability to block or sandwich pair with one another, displacement provides a hybrid mechanism of competition. Using high-throughput epitope binning studies we demonstrate that displacements can be observed on any target, if the antibody panel contains appropriate epitope diversity. Unidirectional displacements occurring between disparate-affinity antibodies can generate apparent asymmetries in a cross-blocking experiment, confounding their interpretation. However, examining competition across a wide enough concentration range will often reveal that these displacements are reversible. Displacement provides a gentle and efficient way of eluting antigen from an otherwise high affinity binding partner which can be leveraged in designing reagents or therapeutic antibodies with unique properties.
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Affiliation(s)
- Yasmina Noubia Abdiche
- Department of Protein Engineering, Rinat, Oncology Research and Development, Pfizer Inc., South San Francisco, California, United States of America
- * E-mail:
| | - Andy Yik Yeung
- Department of Protein Engineering, Rinat, Oncology Research and Development, Pfizer Inc., South San Francisco, California, United States of America
| | - Irene Ni
- Department of Protein Engineering, Rinat, Oncology Research and Development, Pfizer Inc., South San Francisco, California, United States of America
| | - Donna Stone
- Department of Protein Engineering, Rinat, Oncology Research and Development, Pfizer Inc., South San Francisco, California, United States of America
| | - Adam Miles
- Wasatch Microfluidics, Salt Lake City, Utah, United States of America
| | - Winse Morishige
- Department of Protein Engineering, Bristol-Myers Squibb, Redwood City, California, United States of America
| | - Andrea Rossi
- Compugen USA Inc., South San Francisco, California, United States of America
| | - Pavel Strop
- Department of Protein Engineering, Bristol-Myers Squibb, Redwood City, California, United States of America
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33
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Könitzer JD, Pramanick S, Pan Q, Augustin R, Bandholtz S, Harriman W, Izquierdo S. Generation of a highly diverse panel of antagonistic chicken monoclonal antibodies against the GIP receptor. MAbs 2017; 9:536-549. [PMID: 28055305 PMCID: PMC5384726 DOI: 10.1080/19420862.2016.1276683] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022] Open
Abstract
Raising functional antibodies against G protein-coupled receptors (GPCRs) is challenging due to their low density expression, instability in the absence of the cell membrane's lipid bilayer and frequently short extracellular domains that can serve as antigens. In addition, a particular therapeutic concept may require an antibody to not just bind the receptor, but also act as a functional receptor agonist or antagonist. Antagonizing the glucose-dependent insulinotropic polypeptide (GIP) receptor may open up new therapeutic modalities in the treatment of diabetes and obesity. As such, a panel of monoclonal antagonistic antibodies would be a useful tool for in vitro and in vivo proof of concept studies. The receptor is highly conserved between rodents and humans, which has contributed to previous mouse and rat immunization campaigns generating very few usable antibodies. Switching the immunization host to chicken, which is phylogenetically distant from mammals, enabled the generation of a large and diverse panel of monoclonal antibodies containing 172 unique sequences. Three-quarters of all chicken-derived antibodies were functional antagonists, exhibited high-affinities to the receptor extracellular domain and sampled a broad epitope repertoire. For difficult targets, including GPCRs such as GIPR, chickens are emerging as valuable immunization hosts for therapeutic antibody discovery.
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Affiliation(s)
- Jennifer D Könitzer
- a Division Research , Immune Modulation & Biotherapeutics Discovery, Boehringer Ingelheim , Biberach/Riss , Germany
| | | | - Qi Pan
- c Division Research , Immune Modulation & Biotherapeutics Discovery, Boehringer Ingelheim , Ridgefield , CT , USA
| | | | - Sebastian Bandholtz
- e Division Research Germany , Cardio-Metabolic Diseases Research, Boehringer Ingelheim , Biberach/Riss , Germany
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34
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Tomilov A, Tomilova N, Shan Y, Hagopian K, Bettaieb A, Kim K, Pelicci PG, Haj F, Ramsey J, Cortopassi G. p46Shc Inhibits Thiolase and Lipid Oxidation in Mitochondria. J Biol Chem 2016; 291:12575-12585. [PMID: 27059956 DOI: 10.1074/jbc.m115.695577] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2015] [Indexed: 01/27/2023] Open
Abstract
Although the p46Shc isoform has been known to be mitochondrially localized for 11 years, its function in mitochondria has been a mystery. We confirmed p46Shc to be mitochondrially localized and showed that the major mitochondrial partner of p46Shc is the lipid oxidation enzyme 3-ketoacylCoA thiolase ACAA2, to which p46Shc binds directly and with a strong affinity. Increasing p46Shc expression inhibits, and decreasing p46Shc stimulates enzymatic activity of thiolase in vitro Thus, we suggest p46Shc to be a negative mitochondrial thiolase activity regulator, and reduction of p46Shc expression activates thiolase. This is the first demonstration of a protein that directly binds and controls thiolase activity. Thiolase was thought previously only to be regulated by metabolite balance and steady-state flux control. Thiolase is the last enzyme of the mitochondrial fatty acid beta-oxidation spiral, and thus is important for energy metabolism. Mice with reduction of p46Shc are lean, resist obesity, have higher lipid oxidation capacity, and increased thiolase activity. The thiolase-p46Shc connection shown here in vitro and in organello may be an important underlying mechanism explaining the metabolic phenotype of Shc-depleted mice in vivo.
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Affiliation(s)
- Alexey Tomilov
- Department of ‡Molecular Biosciences, University of California Davis, California 95616
| | - Natalia Tomilova
- Department of ‡Molecular Biosciences, University of California Davis, California 95616
| | - Yuxi Shan
- Department of ‡Molecular Biosciences, University of California Davis, California 95616
| | - Kevork Hagopian
- Department of ‡Molecular Biosciences, University of California Davis, California 95616; Department of Nutrition, University of California Davis, California 95616 and
| | - Ahmed Bettaieb
- Department of ‡Molecular Biosciences, University of California Davis, California 95616
| | - Kyoungmi Kim
- Department of ‡Molecular Biosciences, University of California Davis, California 95616; Department of Public Health Sciences, University of California Davis, California 95616
| | - Pier Giuseppe Pelicci
- Department of Experimental Oncology, European Institute of Oncology, IFOM-IEO, Via Adamello, 1620139 Milan, Italy
| | - Fawaz Haj
- Department of Nutrition, University of California Davis, California 95616 and
| | - Jon Ramsey
- Department of ‡Molecular Biosciences, University of California Davis, California 95616; Department of Nutrition, University of California Davis, California 95616 and
| | - Gino Cortopassi
- Department of ‡Molecular Biosciences, University of California Davis, California 95616.
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Abdiche YN, Harriman R, Deng X, Yeung YA, Miles A, Morishige W, Boustany L, Zhu L, Izquierdo SM, Harriman W. Assessing kinetic and epitopic diversity across orthogonal monoclonal antibody generation platforms. MAbs 2015; 8:264-77. [PMID: 26652308 PMCID: PMC4966639 DOI: 10.1080/19420862.2015.1118596] [Citation(s) in RCA: 36] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
The ability of monoclonal antibodies (mAbs) to target specific antigens with high precision has led to an increasing demand to generate them for therapeutic use in many disease areas. Historically, the discovery of therapeutic mAbs has relied upon the immunization of mammals and various in vitro display technologies. While the routine immunization of rodents yields clones that are stable in serum and have been selected against vast arrays of endogenous, non-target self-antigens, it is often difficult to obtain species cross-reactive mAbs owing to the generally high sequence similarity shared across human antigens and their mammalian orthologs. In vitro display technologies bypass this limitation, but lack an in vivo screening mechanism, and thus may potentially generate mAbs with undesirable binding specificity and stability issues. Chicken immunization is emerging as an attractive mAb discovery method because it combines the benefits of both in vivo and in vitro display methods. Since chickens are phylogenetically separated from mammals, their proteins share less sequence homology with those of humans, so human proteins are often immunogenic and can readily elicit rodent cross-reactive clones, which are necessary for in vivo proof of mechanism studies. Here, we compare the binding characteristics of mAbs isolated from chicken immunization, mouse immunization, and phage display of human antibody libraries. Our results show that chicken-derived mAbs not only recapitulate the kinetic diversity of mAbs sourced from other methods, but appear to offer an expanded repertoire of epitopes. Further, chicken-derived mAbs can bind their native serum antigen with very high affinity, highlighting their therapeutic potential.
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Affiliation(s)
| | | | - Xiaodi Deng
- a Protein Engineering, Rinat-Pfizer Inc. , South San Francisco , CA , USA
| | - Yik Andy Yeung
- a Protein Engineering, Rinat-Pfizer Inc. , South San Francisco , CA , USA
| | - Adam Miles
- c Wasatch Microfluidics , Salt Lake City , UT , USA
| | - Winse Morishige
- a Protein Engineering, Rinat-Pfizer Inc. , South San Francisco , CA , USA
| | - Leila Boustany
- a Protein Engineering, Rinat-Pfizer Inc. , South San Francisco , CA , USA
| | - Lei Zhu
- b Crystal Bioscience , CA , USA
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Precise and Efficient Antibody Epitope Determination through Library Design, Yeast Display and Next-Generation Sequencing. J Mol Biol 2015; 427:1513-1534. [DOI: 10.1016/j.jmb.2014.09.020] [Citation(s) in RCA: 50] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2014] [Revised: 09/17/2014] [Accepted: 09/26/2014] [Indexed: 01/18/2023]
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37
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La Porte SL, Eigenbrot C, Ultsch M, Ho WH, Foletti D, Forgie A, Lindquist KC, Shelton DL, Pons J. Generation of a high-fidelity antibody against nerve growth factor using library scanning mutagenesis and validation with structures of the initial and optimized Fab-antigen complexes. MAbs 2015; 6:1059-68. [PMID: 24830649 DOI: 10.4161/mabs.28677] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
Abstract
Nerve growth factor (NGF) is indispensable during normal embryonic development and critical for the amplification of pain signals in adults. Intervention in NGF signaling holds promise for the alleviation of pain resulting from human diseases such as osteoarthritis, cancer and chronic lower back disorders. We developed a fast, high-fidelity method to convert a hybridoma-derived NGF-targeted mouse antibody into a clinical candidate. This method, termed Library Scanning Mutagenesis (LSM), resulted in the ultra-high affinity antibody tanezumab, a first-in-class anti-hyperalgesic specific for an NGF epitope. Functional and structural comparisons between tanezumab and the mouse 911 precursor antibody using neurotrophin-specific cell survival assays and X-ray crystal structures of both Fab-antigen complexes illustrated high fidelity retention of the NGF epitope. These results suggest the potential for wide applicability of the LSM method for optimization of well-characterized antibodies during humanization.
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38
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Brooks BD. The importance of epitope binning for biological drug discovery. Curr Drug Discov Technol 2015; 11:109-12. [PMID: 24266537 PMCID: PMC4033553 DOI: 10.2174/1570163810666131124233827] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2013] [Revised: 11/18/2013] [Accepted: 11/20/2013] [Indexed: 11/22/2022]
Abstract
The pharmaceutical industry is experiencing comeback sales growth due in large part to the industry’s R&D efforts
that center on biologics drug development. To facilitate that effort, tools are being developed for more effective biologic
drug development. At the forefront of this effort is epitope characterization, in particular epitope binning, primarily
due to the role an epitope plays in drug function. Here we detail the financial advantages of epitope binning including (1)
increased R&D productivity due to increased work in process, (2) reduced number of “dead-end”candidates, and (3) increasedability
to reengineer antibodies based on the epitope. With the arrival of high throughput biosensors, this manuscript
serves as a call to push epitope binning earlier in the biological drug discovery process.
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Affiliation(s)
- Benjamin D Brooks
- Wasatch Microfluidics, LLC, 825 North 300 West, Suite C325, Salt Lake City, UT 84103, USA.
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Davidoff SN, Ditto NT, Brooks AE, Eckman J, Brooks BD. Surface Plasmon Resonance for Therapeutic Antibody Characterization. ACTA ACUST UNITED AC 2015. [DOI: 10.1007/978-1-4939-2617-6_3] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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40
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Mycobacterium tuberculosis proteome microarray for global studies of protein function and immunogenicity. Cell Rep 2014; 9:2317-29. [PMID: 25497094 DOI: 10.1016/j.celrep.2014.11.023] [Citation(s) in RCA: 67] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2014] [Revised: 09/17/2014] [Accepted: 11/17/2014] [Indexed: 12/30/2022] Open
Abstract
Poor understanding of the basic biology of Mycobacterium tuberculosis (MTB), the etiological agent of tuberculosis, hampers development of much-needed drugs, vaccines, and diagnostic tests. Better experimental tools are needed to expedite investigations of this pathogen at the systems level. Here, we present a functional MTB proteome microarray covering most of the proteome and an ORFome library. We demonstrate the broad applicability of the microarray by investigating global protein-protein interactions, small-molecule-protein binding, and serum biomarker discovery, identifying 59 PknG-interacting proteins, 30 bis-(3'-5')-cyclic dimeric guanosine monophosphate (c-di-GMP) binding proteins, and 14 MTB proteins that together differentiate between tuberculosis (TB) patients with active disease and recovered individuals. Results suggest that the MTB rhamnose pathway is likely regulated by both the serine/threonine kinase PknG and c-di-GMP. This resource has the potential to generate a greater understanding of key biological processes in the pathogenesis of tuberculosis, possibly leading to more effective therapies for the treatment of this ancient disease.
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Wang J, Smith RJ, Light RA, Richens JL, Zhang J, O'Shea P, See C, Somekh MG. Highly sensitive multipoint real-time kinetic detection of Surface Plasmon bioanalytes with custom CMOS cameras. Biosens Bioelectron 2014; 58:157-64. [PMID: 24632461 PMCID: PMC4009403 DOI: 10.1016/j.bios.2014.02.042] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2013] [Revised: 02/06/2014] [Accepted: 02/06/2014] [Indexed: 11/27/2022]
Abstract
Phase sensitive Surface Plasmon Resonance (SPR) techniques are a popular means of characterizing biomolecular interactions. However, limitations due to the narrow dynamic range and difficulty in adapting the method for multi-point sensing have restricted its range of applications. This paper presents a compact phase sensitive SPR technology using a custom CMOS camera. The system is exceptionally versatile enabling one to trade dynamic range for sensitivity without altering the optical system. We present results showing sensitivity over the array of better than 10(-6) Refractive Index Units (RIU) over a refractive index range of 2×10(-2)RIU, with peak sensitivity of 3×10(-7)RIU at the center of this range. We also explain how simply altering the settings of polarization components can give sensitivity on the order of 10(-8)RIU albeit at the cost of lower dynamic range. The consistent response of the custom CMOS camera in the system also allowed us to demonstrate precise quantitative detection of two Fibrinogen antibody-protein binding sites. Moreover, we use the system to determine reaction kinetics and argue how the multipoint detection gives useful insight into the molecular binding mechanisms.
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Affiliation(s)
- Jing Wang
- Institute of Biophysics, Imaging and Optical Science, Department of Electrical and Electronic Engineering, University of Nottingham, Nottinghamshire NG7 2RD, United Kingdom
| | - Richard J Smith
- Institute of Biophysics, Imaging and Optical Science, Department of Electrical and Electronic Engineering, University of Nottingham, Nottinghamshire NG7 2RD, United Kingdom.
| | - Roger A Light
- Institute of Biophysics, Imaging and Optical Science, Department of Electrical and Electronic Engineering, University of Nottingham, Nottinghamshire NG7 2RD, United Kingdom
| | - Joanna L Richens
- Institute of Biophysics, Imaging and Optical Science, Department of Electrical and Electronic Engineering, University of Nottingham, Nottinghamshire NG7 2RD, United Kingdom
| | - Jing Zhang
- Institute of Biophysics, Imaging and Optical Science, Department of Electrical and Electronic Engineering, University of Nottingham, Nottinghamshire NG7 2RD, United Kingdom
| | - Paul O'Shea
- Institute of Biophysics, Imaging and Optical Science, Department of Electrical and Electronic Engineering, University of Nottingham, Nottinghamshire NG7 2RD, United Kingdom
| | - Chung See
- Institute of Biophysics, Imaging and Optical Science, Department of Electrical and Electronic Engineering, University of Nottingham, Nottinghamshire NG7 2RD, United Kingdom
| | - Michael G Somekh
- Institute of Biophysics, Imaging and Optical Science, Department of Electrical and Electronic Engineering, University of Nottingham, Nottinghamshire NG7 2RD, United Kingdom
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42
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High-throughput epitope binning of therapeutic monoclonal antibodies: why you need to bin the fridge. Drug Discov Today 2014; 19:1040-4. [DOI: 10.1016/j.drudis.2014.05.011] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2014] [Revised: 05/01/2014] [Accepted: 05/20/2014] [Indexed: 01/15/2023]
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Kehoe JW, Whitaker B, Bethea D, Lacy ER, Boakye K, Santulli-Marotto S, Ryan MH, Feng Y, Wheeler JC. Isolation and optimization for affinity and biophysical characteristics of anti-CCL17 antibodies from the VH1-69 germline gene. Protein Eng Des Sel 2014; 27:199-206. [PMID: 24742503 DOI: 10.1093/protein/gzu012] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
CCL17 is a homeostatic chemokine associated with several human inflammatory pathologies. This makes CCL17 a potential point of intervention in inflammatory diseases. Using a Fab-pIX phage display system we were able to select antibodies that specifically bind to CCL17 and neutralize CCL17-mediated signaling. Many of the selected antibodies belong to the VH1-69 germline gene family. The VH1-69 germline gene is represented at a high frequency in the human antibody repertoire and is seen in the early immune response to a variety of pathogens. The heavy chain CDR2 of this germline gene is notably hydrophobic and can insert into hydrophobic pockets of antigens, providing much of the binding energy for these antibodies. Affinity maturation of our primary binders by light chain mutagenesis produced antibodies with sub-nanomolar affinities, with affinity improvements up to 100-fold. These were screened for non-specific protein-protein interactions as a filter for solubility. All of our high affinity antibodies were found to have high levels of non-specific protein-protein interactions. We speculated that this was due to the hydrophobicity within the germline heavy chain CDR1 and CDR2. To ameliorate this problem, we generated a phage display library for one of the clones, where the surface-exposed residues within H-CDR1 and H-CDR2 were randomized. High stringency panning of this library against human CCL17 resulted in further affinity improvement, along with reduction in protein-protein interaction in some new variants. In addition, we improved the cross-reactivity to cynomolgus CCL17. We demonstrate that affinity maturation through targeted libraries in the VH1-69 germline gene can improve both affinity and biophysical characteristics of antibodies derived from this gene scaffold.
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Affiliation(s)
- John W Kehoe
- Biologics Research, Biotechnology Center of Excellence, Janssen Research & Development, LLC, Spring House, PA 19477, USA
| | - Brian Whitaker
- Biologics Research, Biotechnology Center of Excellence, Janssen Research & Development, LLC, Spring House, PA 19477, USA
| | - Deidra Bethea
- Biologics Research, Biotechnology Center of Excellence, Janssen Research & Development, LLC, Spring House, PA 19477, USA
| | - Eilyn R Lacy
- Biologics Research, Biotechnology Center of Excellence, Janssen Research & Development, LLC, Spring House, PA 19477, USA
| | - Ken Boakye
- Biologics Research, Biotechnology Center of Excellence, Janssen Research & Development, LLC, Spring House, PA 19477, USA
| | - Sandra Santulli-Marotto
- Biologics Research, Biotechnology Center of Excellence, Janssen Research & Development, LLC, Spring House, PA 19477, USA
| | - Mary H Ryan
- Biologics Research, Biotechnology Center of Excellence, Janssen Research & Development, LLC, Spring House, PA 19477, USA
| | - Yiqing Feng
- Eli Lilly and Company, Lilly Research Laboratory, Indianapolis, IN 46285
| | - John C Wheeler
- Biologics Research, Biotechnology Center of Excellence, Janssen Research & Development, LLC, Spring House, PA 19477, USA
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44
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Abdiche YN, Miles A, Eckman J, Foletti D, Van Blarcom TJ, Yeung YA, Pons J, Rajpal A. High-throughput epitope binning assays on label-free array-based biosensors can yield exquisite epitope discrimination that facilitates the selection of monoclonal antibodies with functional activity. PLoS One 2014; 9:e92451. [PMID: 24651868 PMCID: PMC3961344 DOI: 10.1371/journal.pone.0092451] [Citation(s) in RCA: 77] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2013] [Accepted: 02/22/2014] [Indexed: 12/17/2022] Open
Abstract
Here, we demonstrate how array-based label-free biosensors can be applied to the multiplexed interaction analysis of large panels of analyte/ligand pairs, such as the epitope binning of monoclonal antibodies (mAbs). In this application, the larger the number of mAbs that are analyzed for cross-blocking in a pairwise and combinatorial manner against their specific antigen, the higher the probability of discriminating their epitopes. Since cross-blocking of two mAbs is necessary but not sufficient for them to bind an identical epitope, high-resolution epitope binning analysis determined by high-throughput experiments can enable the identification of mAbs with similar but unique epitopes. We demonstrate that a mAb's epitope and functional activity are correlated, thereby strengthening the relevance of epitope binning data to the discovery of therapeutic mAbs. We evaluated two state-of-the-art label-free biosensors that enable the parallel analysis of 96 unique analyte/ligand interactions and nearly ten thousand total interactions per unattended run. The IBIS-MX96 is a microarray-based surface plasmon resonance imager (SPRi) integrated with continuous flow microspotting technology whereas the Octet-HTX is equipped with disposable fiber optic sensors that use biolayer interferometry (BLI) detection. We compared their throughput, versatility, ease of sample preparation, and sample consumption in the context of epitope binning assays. We conclude that the main advantages of the SPRi technology are its exceptionally low sample consumption, facile sample preparation, and unparalleled unattended throughput. In contrast, the BLI technology is highly flexible because it allows for the simultaneous interaction analysis of 96 independent analyte/ligand pairs, ad hoc sensor replacement and on-line reloading of an analyte- or ligand-array. Thus, the complementary use of these two platforms can expedite applications that are relevant to the discovery of therapeutic mAbs, depending upon the sample availability, and the number and diversity of the interactions being studied.
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Affiliation(s)
| | - Adam Miles
- Wasatch Microfluidics, Salt Lake City, Utah, United States of America
| | - Josh Eckman
- Wasatch Microfluidics, Salt Lake City, Utah, United States of America
| | - Davide Foletti
- Rinat-Pfizer Inc, South San Francisco, California, United States of America
| | | | - Yik Andy Yeung
- Rinat-Pfizer Inc, South San Francisco, California, United States of America
| | - Jaume Pons
- Rinat-Pfizer Inc, South San Francisco, California, United States of America
| | - Arvind Rajpal
- Rinat-Pfizer Inc, South San Francisco, California, United States of America
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45
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Monoclonal antibody binding-site diversity assessment with a cell-based clustering assay. J Immunol Methods 2014; 405:1-14. [DOI: 10.1016/j.jim.2013.12.007] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2013] [Revised: 12/12/2013] [Accepted: 12/19/2013] [Indexed: 12/11/2022]
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46
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Estep P, Reid F, Nauman C, Liu Y, Sun T, Sun J, Xu Y. High throughput solution-based measurement of antibody-antigen affinity and epitope binning. MAbs 2013; 5:270-8. [PMID: 23575269 PMCID: PMC3893237 DOI: 10.4161/mabs.23049] [Citation(s) in RCA: 55] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
Abstract
Advances in human antibody discovery have allowed for the selection of hundreds of high affinity antibodies against many therapeutically relevant targets. This has necessitated the development of reproducible, high throughput analytical techniques to characterize the output from these selections. Among these characterizations, epitopic coverage and affinity are among the most critical properties for lead identification. Biolayer interferometry (BLI) is an attractive technique for epitope binning due to its speed and low antigen consumption. While surface-based methods such as BLI and surface plasmon resonance (SPR) are commonly used for affinity determinations, sensor chemistry and surface related artifacts can limit the accuracy of high affinity measurements. When comparing BLI and solution equilibrium based kinetic exclusion assays, significant differences in measured affinity (10-fold and above) were observed. KinExA direct association (ka) rate constant measurements suggest that this is mainly caused by inaccurate ka measurements associated with BLI related surface phenomena. Based on the kinetic exclusion assay principle used for KinExA, we developed a high throughput 96-well plate format assay, using a Meso Scale Discovery (MSD) instrument, to measure solution equilibrium affinity. This improved method combines the accuracy of solution-based methods with the throughput formerly only achievable with surface-based methods.
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47
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Sun T, Reid F, Liu Y, Cao Y, Estep P, Nauman C, Xu Y. High throughput detection of antibody self-interaction by bio-layer interferometry. MAbs 2013; 5:838-41. [PMID: 23995620 DOI: 10.4161/mabs.26186] [Citation(s) in RCA: 37] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023] Open
Abstract
Self-interaction of an antibody may lead to aggregation, low solubility or high viscosity. Rapid identification of highly developable leads remains challenging, even though progress has been made with the introduction of techniques such as self-interaction chromatography (SIC) and cross-interaction chromatography (CIC). Here, we report a high throughput method to detect antibody clone self-interaction (CSI) using bio-layer interferometry (BLI) technology. Antibodies with strong self-interaction responses in the CSI-BLI assay also show delayed retention times in SIC and CIC. This method allows hundreds of candidates to be screened in a matter of hours with minimal material consumption.
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Affiliation(s)
| | | | - Yuqi Liu
- Protein Analytics; Adimab; Lebanon, NH USA
| | - Yuan Cao
- Protein Analytics; Adimab; Lebanon, NH USA
| | | | | | - Yingda Xu
- Protein Analytics; Adimab; Lebanon, NH USA
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48
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Yamniuk AP, Edavettal SC, Bergqvist S, Yadav SP, Doyle ML, Calabrese K, Parsons JF, Eisenstein E. ABRF-MIRG benchmark study: molecular interactions in a three-component system. J Biomol Tech 2013; 23:101-14. [PMID: 22942790 DOI: 10.7171/jbt.12-2303-003] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
Protein-protein interactions identified through high-throughput proteomics efforts continue to advance our understanding of the protein interactome. In addition to highly specific protein-protein interactions, it is becoming increasingly more common for yeast two-hybrid, pull-down assays, and other proteomics techniques to identify multiple protein ligands that bind to the same target protein. A resulting challenge is to accurately characterize the assembly of these multiprotein complexes and the competition among multiple protein ligands for a given target. The Association of Biomolecular Resource Facilities-Molecular Interactions Research Group recently conducted a benchmark study to assess participants' ability to correctly describe the interactions between two protein ligands and their target protein using primarily biosensor technologies, such as surface plasmon resonance. Participants were provided with microgram quantities of three proteins (A, B, and C) and asked to determine if a ternary A-B-C complex can form or if protein-B and protein-C bind competitively to protein-A. This article will summarize the experimental approaches taken by participants to characterize the molecular interactions, the interpretation of the data, and the results obtained using different biosensor instruments.
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49
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Abdiche YN, Lindquist KC, Stone DM, Rajpal A, Pons J. Label-free epitope binning assays of monoclonal antibodies enable the identification of antigen heterogeneity. J Immunol Methods 2012; 382:101-16. [DOI: 10.1016/j.jim.2012.05.010] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2012] [Revised: 05/05/2012] [Accepted: 05/08/2012] [Indexed: 11/30/2022]
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50
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Design and Development of Miniaturized Wavelength Modulation Surface Plasmon Resonance Analyzer. CHINESE JOURNAL OF ANALYTICAL CHEMISTRY 2012. [DOI: 10.3724/sp.j.1096.2011.01537] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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