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Arras P, Zimmermann J, Lipinski B, Valldorf B, Evers A, Elter D, Krah S, Doerner A, Guarnera E, Siegmund V, Kolmar H, Pekar L, Zielonka S. Bovine ultralong CDR-H3 derived knob paratopes elicit potent TNF-α neutralization and enable the generation of novel adalimumab-based antibody architectures with augmented features. Biol Chem 2024; 405:461-470. [PMID: 38373142 DOI: 10.1515/hsz-2023-0370] [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: 12/14/2023] [Accepted: 01/29/2024] [Indexed: 02/21/2024]
Abstract
In this work we have generated cattle-derived chimeric ultralong CDR-H3 antibodies targeting tumor necrosis factor α (TNF-α) via immunization and yeast surface display. We identified one particular ultralong CDR-H3 paratope that potently neutralized TNF-α. Interestingly, grafting of the knob architecture onto a peripheral loop of the CH3 domain of the Fc part of an IgG1 resulted in the generation of a TNF-α neutralizing Fc (Fcknob) that did not show any potency loss compared with the parental chimeric IgG format. Eventually, grafting this knob onto the CH3 region of adalimumab enabled the engineering of a novel TNF-α targeting antibody architecture displaying augmented TNF-α inhibition.
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Affiliation(s)
- Paul Arras
- Antibody Discovery & Protein Engineering, Merck Healthcare KGaA, Frankfurter Straße 250, D-64293 Darmstadt, Germany
- Biomolecular Immunotherapy, Institute for Organic Chemistry and Biochemistry, Technische Universität Darmstadt, Peter-Grünberg-Strasse 4, D-64287 Darmstadt, Germany
- Targeted mRNA Delivery, Merck KGaA, Frankfurter Straße 250, D-64293 Darmstadt, Germany
| | - Jasmin Zimmermann
- Antibody Discovery & Protein Engineering, Merck Healthcare KGaA, Frankfurter Straße 250, D-64293 Darmstadt, Germany
| | - Britta Lipinski
- Antibody Discovery & Protein Engineering, Merck Healthcare KGaA, Frankfurter Straße 250, D-64293 Darmstadt, Germany
- Biomolecular Immunotherapy, Institute for Organic Chemistry and Biochemistry, Technische Universität Darmstadt, Peter-Grünberg-Strasse 4, D-64287 Darmstadt, Germany
| | - Bernhard Valldorf
- Targeted mRNA Delivery, Merck KGaA, Frankfurter Straße 250, D-64293 Darmstadt, Germany
| | - Andreas Evers
- Antibody Discovery & Protein Engineering, Merck Healthcare KGaA, Frankfurter Straße 250, D-64293 Darmstadt, Germany
| | - Desislava Elter
- Antibody Discovery & Protein Engineering, Merck Healthcare KGaA, Frankfurter Straße 250, D-64293 Darmstadt, Germany
| | - Simon Krah
- Antibody Discovery & Protein Engineering, Merck Healthcare KGaA, Frankfurter Straße 250, D-64293 Darmstadt, Germany
| | - Achim Doerner
- Antibody Discovery & Protein Engineering, Merck Healthcare KGaA, Frankfurter Straße 250, D-64293 Darmstadt, Germany
| | - Enrico Guarnera
- Antibody Discovery & Protein Engineering, Merck Healthcare KGaA, Frankfurter Straße 250, D-64293 Darmstadt, Germany
| | - Vanessa Siegmund
- Early Protein Supply & Characterization, Merck Healthcare KGaA, Frankfurter Straße 250, D-64293 Darmstadt, Germany
| | - Harald Kolmar
- Applied Biochemistry, Institute for Organic Chemistry and Biochemistry, Technische Universität Darmstadt, Peter-Grünberg-Strasse 4, D-64287 Darmstadt, Germany
| | - Lukas Pekar
- Antibody Discovery & Protein Engineering, Merck Healthcare KGaA, Frankfurter Straße 250, D-64293 Darmstadt, Germany
| | - Stefan Zielonka
- Antibody Discovery & Protein Engineering, Merck Healthcare KGaA, Frankfurter Straße 250, D-64293 Darmstadt, Germany
- Biomolecular Immunotherapy, Institute for Organic Chemistry and Biochemistry, Technische Universität Darmstadt, Peter-Grünberg-Strasse 4, D-64287 Darmstadt, Germany
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Huhtinen O, Prince S, Lamminmäki U, Salbo R, Kulmala A. Increased stable integration efficiency in CHO cells through enhanced nuclear localization of Bxb1 serine integrase. BMC Biotechnol 2024; 24:44. [PMID: 38926833 PMCID: PMC11210126 DOI: 10.1186/s12896-024-00871-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2024] [Accepted: 06/20/2024] [Indexed: 06/28/2024] Open
Abstract
BACKGROUND Mammalian display is an appealing technology for therapeutic antibody development. Despite the advantages of mammalian display, such as full-length IgG display with mammalian glycosylation and its inherent ability to select antibodies with good biophysical properties, the restricted library size and large culture volumes remain challenges. Bxb1 serine integrase is commonly used for the stable genomic integration of antibody genes into mammalian cells, but presently lacks the efficiency required for the display of large mammalian display libraries. To increase the Bxb1 integrase-mediated stable integration efficiency, our study investigates factors that potentially affect the nuclear localization of Bxb1 integrase. METHODS In an attempt to enhance Bxb1 serine integrase-mediated integration efficiency, we fused various nuclear localization signals (NLS) to the N- and C-termini of the integrase. Concurrently, we co-expressed multiple proteins associated with nuclear transport to assess their impact on the stable integration efficiency of green fluorescent protein (GFP)-encoding DNA and an antibody display cassette into the genome of Chinese hamster ovary (CHO) cells containing a landing pad for Bxb1 integrase-mediated integration. RESULTS The nucleoplasmin NLS from Xenopus laevis, when fused to the C-terminus of Bxb1 integrase, demonstrated the highest enhancement in stable integration efficiency among the tested NLS fusions, exhibiting over a 6-fold improvement compared to Bxb1 integrase lacking an NLS fusion. Subsequent additions of extra NLS fusions to the Bxb1 integrase revealed an additional 131% enhancement in stable integration efficiency with the inclusion of two copies of C-terminal nucleoplasmin NLS fusions. Further improvement was achieved by co-expressing the Ran GTPase-activating protein (RanGAP). Finally, to validate the applicability of these findings to more complex proteins, the DNA encoding the membrane-bound clinical antibody abrilumab was stably integrated into the genome of CHO cells using Bxb1 integrase with two copies of C-terminal nucleoplasmin NLS fusions and co-expression of RanGAP. This approach demonstrated over 14-fold increase in integration efficiency compared to Bxb1 integrase lacking an NLS fusion. CONCLUSIONS This study demonstrates that optimizing the NLS sequence fusion for Bxb1 integrase significantly enhances the stable genomic integration efficiency. These findings provide a practical approach for constructing larger libraries in mammalian cells through the stable integration of genes into a genomic landing pad.
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Affiliation(s)
- Olli Huhtinen
- Protein & Antibody Engineering, Orion Corporation, Turku, Finland.
- Department of Life Technologies, University of Turku, Turku, Finland.
| | - Stuart Prince
- MediCity Research Laboratory, University of Turku, Turku, Finland
- Institute of Biomedicine, University of Turku, Turku, Finland
| | - Urpo Lamminmäki
- Department of Life Technologies, University of Turku, Turku, Finland
| | - Rune Salbo
- Protein & Antibody Engineering, Orion Corporation, Turku, Finland
| | - Antti Kulmala
- Protein & Antibody Engineering, Orion Corporation, Turku, Finland.
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Omidfar K, Kashanian S. A mini review on recent progress of microfluidic systems for antibody development. J Diabetes Metab Disord 2024; 23:323-331. [PMID: 38932846 PMCID: PMC11196548 DOI: 10.1007/s40200-024-01386-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/01/2023] [Accepted: 01/06/2024] [Indexed: 06/28/2024]
Abstract
Objectives Antibody is specific reagent that be utilized in various field of biomedical research. Monoclonal antibodies are mostly produced using two common techniques namely hybridoma and antibody engineering, which suffer from some limitations such as boring screening procedures, long production time, low efficacy and a degree of automation. To address these limitations, various microfluidics techniques have been developed for the antibody isolation and screening. Methods This study specifically investigates nearly recent reports published in peer-reviewed journals indexed in various databases including Web of Science, Scopus, PubMed, Google Scholar, and Science Direct. Results In this study, we identified a total of seventy papers from a pool of 130 articles. These papers focus on the application of three major groups of microfluidic platforms, namely valves, microwells, and droplets, in the development of antibodies using hybridoma method and phage display technology. We provide a summary of these applications and also discuss the key findings in this field. Additionally, we illustrate our discussion with several examples to enhance understanding. Conclusions Microfluidics has the potential to serve as a valuable tool in streamlining complex laboratory procedures involved in antibody discovery. However, it is important to note that microfluidics is limited to laboratory settings. Further enhancements are needed to address existing challenges and to make microfluidics a reliable, accurate, and cost-effective tool for antibody discovery.
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Affiliation(s)
- Kobra Omidfar
- Biosensor Research Center, Endocrinology and Metabolism Molecular–Cellular Sciences Institute, Tehran University of Medical Sciences, P.O. Box 14395/1179, Tehran, IR Iran
- Endocrinology and Metabolism Research Center, Endocrinology and Metabolism Research Institute, Tehran University of Medical Sciences, Tehran, Iran
| | - Sohiela Kashanian
- Faculty of Chemistry, Razi University, Kermanshah, 6714414971 Iran
- Nanobiotechnology Department, Faculty of Innovative Science and Technology, Razi University, Kermanshah, 6714414971 Iran
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Winnifrith A, Outeiral C, Hie BL. Generative artificial intelligence for de novo protein design. Curr Opin Struct Biol 2024; 86:102794. [PMID: 38663170 DOI: 10.1016/j.sbi.2024.102794] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2023] [Revised: 01/31/2024] [Accepted: 02/19/2024] [Indexed: 05/19/2024]
Abstract
Engineering new molecules with desirable functions and properties has the potential to extend our ability to engineer proteins beyond what nature has so far evolved. Advances in the so-called 'de novo' design problem have recently been brought forward by developments in artificial intelligence. Generative architectures, such as language models and diffusion processes, seem adept at generating novel, yet realistic proteins that display desirable properties and perform specified functions. State-of-the-art design protocols now achieve experimental success rates nearing 20%, thus widening the access to de novo designed proteins. Despite extensive progress, there are clear field-wide challenges, for example, in determining the best in silico metrics to prioritise designs for experimental testing, and in designing proteins that can undergo large conformational changes or be regulated by post-translational modifications. With an increase in the number of models being developed, this review provides a framework to understand how these tools fit into the overall process of de novo protein design. Throughout, we highlight the power of incorporating biochemical knowledge to improve performance and interpretability.
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Affiliation(s)
- Adam Winnifrith
- Department of Biochemistry, University of Oxford, South Parks Rd, Oxford, OX1 3QU, United Kingdom; Evolvere Biosciences, Innovation Building, Old Road Campus, Oxford, OX3 7FZ, United Kingdom.
| | - Carlos Outeiral
- Department of Statistics, University of Oxford, 24-29 St Giles', Oxford OX1 3LB, United Kingdom.
| | - Brian L Hie
- Department of Chemical Engineering, Stanford University, 443 Via Ortega, Stanford, CA 94305, USA; Stanford Data Science, 475 Via Ortega, Stanford CA 94305, USA; Arc Institute, 3181 Porter Dr, Palo Alto, CA, USA.
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Rollins ZA, Widatalla T, Waight A, Cheng AC, Metwally E. AbLEF: antibody language ensemble fusion for thermodynamically empowered property predictions. Bioinformatics 2024; 40:btae268. [PMID: 38627249 PMCID: PMC11256947 DOI: 10.1093/bioinformatics/btae268] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2024] [Revised: 03/27/2024] [Accepted: 04/23/2024] [Indexed: 05/08/2024] Open
Abstract
MOTIVATION Pre-trained protein language and/or structural models are often fine-tuned on drug development properties (i.e. developability properties) to accelerate drug discovery initiatives. However, these models generally rely on a single structural conformation and/or a single sequence as a molecular representation. We present a physics-based model, whereby 3D conformational ensemble representations are fused by a transformer-based architecture and concatenated to a language representation to predict antibody protein properties. Antibody language ensemble fusion enables the direct infusion of thermodynamic information into latent space and this enhances property prediction by explicitly infusing dynamic molecular behavior that occurs during experimental measurement. RESULTS We showcase the antibody language ensemble fusion model on two developability properties: hydrophobic interaction chromatography retention time and temperature of aggregation (Tagg). We find that (i) 3D conformational ensembles that are generated from molecular simulation can further improve antibody property prediction for small datasets, (ii) the performance benefit from 3D conformational ensembles matches shallow machine learning methods in the small data regime, and (iii) fine-tuned large protein language models can match smaller antibody-specific language models at predicting antibody properties. AVAILABILITY AND IMPLEMENTATION AbLEF codebase is available at https://github.com/merck/AbLEF.
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Affiliation(s)
- Zachary A Rollins
- Modeling and Informatics, Merck & Co., Inc, South San Francisco, CA, 94080, United States
| | - Talal Widatalla
- Modeling and Informatics, Merck & Co., Inc, South San Francisco, CA, 94080, United States
| | - Andrew Waight
- Discovery Biologics, Merck & Co., Inc, South San Francisco, CA, 94080, United States
| | - Alan C Cheng
- Modeling and Informatics, Merck & Co., Inc, South San Francisco, CA, 94080, United States
| | - Essam Metwally
- Modeling and Informatics, Merck & Co., Inc, South San Francisco, CA, 94080, United States
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Zhu N, Smallwood PM, Rattner A, Chang TH, Williams J, Wang Y, Nathans J. Utility of protein-protein binding surfaces composed of anti-parallel alpha-helices and beta-sheets selected by phage display. J Biol Chem 2024; 300:107283. [PMID: 38608728 PMCID: PMC11107207 DOI: 10.1016/j.jbc.2024.107283] [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: 02/02/2024] [Revised: 04/03/2024] [Accepted: 04/05/2024] [Indexed: 04/14/2024] Open
Abstract
Over the past 3 decades, a diverse collection of small protein domains have been used as scaffolds to generate general purpose protein-binding reagents using a variety of protein display and enrichment technologies. To expand the repertoire of scaffolds and protein surfaces that might serve this purpose, we have explored the utility of (i) a pair of anti-parallel alpha-helices in a small highly disulfide-bonded 4-helix bundle, the CC4 domain from reversion-inducing Cysteine-rich Protein with Kazal Motifs and (ii) a concave beta-sheet surface and two adjacent loops in the human FN3 domain, the scaffold for the widely used monobody platform. Using M13 phage display and next generation sequencing, we observe that, in both systems, libraries of ∼30 million variants contain binding proteins with affinities in the low μM range for baits corresponding to the extracellular domains of multiple mammalian proteins. CC4- and FN3-based binding proteins were fused to the N- and/or C-termini of Fc domains and used for immunostaining of transfected cells. Additionally, FN3-based binding proteins were inserted into VP1 of AAV to direct AAV infection to cells expressing a defined surface receptor. Finally, FN3-based binding proteins were inserted into the Pvc13 tail fiber protein of an extracellular contractile injection system particle to direct protein cargo delivery to cells expressing a defined surface receptor. These experiments support the utility of CC4 helices B and C and of FN3 beta-strands C, D, and F together with adjacent loops CD and FG as surfaces for engineering general purpose protein-binding reagents.
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Affiliation(s)
- Ningyu Zhu
- Department of Molecular Biology and Genetics, Johns Hopkins University School of Medicine, Baltimore, USA; Howard Hughes Medical Institute, Johns Hopkins University School of Medicine, Baltimore, USA
| | - Philip M Smallwood
- Department of Molecular Biology and Genetics, Johns Hopkins University School of Medicine, Baltimore, USA; Howard Hughes Medical Institute, Johns Hopkins University School of Medicine, Baltimore, USA
| | - Amir Rattner
- Department of Molecular Biology and Genetics, Johns Hopkins University School of Medicine, Baltimore, USA; Howard Hughes Medical Institute, Johns Hopkins University School of Medicine, Baltimore, USA
| | - Tao-Hsin Chang
- Department of Molecular Biology and Genetics, Johns Hopkins University School of Medicine, Baltimore, USA; Howard Hughes Medical Institute, Johns Hopkins University School of Medicine, Baltimore, USA
| | - John Williams
- Department of Molecular Biology and Genetics, Johns Hopkins University School of Medicine, Baltimore, USA; Howard Hughes Medical Institute, Johns Hopkins University School of Medicine, Baltimore, USA
| | - Yanshu Wang
- Department of Molecular Biology and Genetics, Johns Hopkins University School of Medicine, Baltimore, USA; Howard Hughes Medical Institute, Johns Hopkins University School of Medicine, Baltimore, USA
| | - Jeremy Nathans
- Department of Molecular Biology and Genetics, Johns Hopkins University School of Medicine, Baltimore, USA; Howard Hughes Medical Institute, Johns Hopkins University School of Medicine, Baltimore, USA; Department of Neuroscience, Johns Hopkins University School of Medicine, Baltimore, USA; Department of Ophthalmology, Johns Hopkins University School of Medicine, Baltimore, USA.
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7
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Deichmann M, Hansson FG, Jensen ED. Yeast-based screening platforms to understand and improve human health. Trends Biotechnol 2024:S0167-7799(24)00095-7. [PMID: 38677901 DOI: 10.1016/j.tibtech.2024.04.003] [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: 12/30/2023] [Revised: 04/01/2024] [Accepted: 04/03/2024] [Indexed: 04/29/2024]
Abstract
Detailed molecular understanding of the human organism is essential to develop effective therapies. Saccharomyces cerevisiae has been used extensively for acquiring insights into important aspects of human health, such as studying genetics and cell-cell communication, elucidating protein-protein interaction (PPI) networks, and investigating human G protein-coupled receptor (hGPCR) signaling. We highlight recent advances and opportunities of yeast-based technologies for cost-efficient chemical library screening on hGPCRs, accelerated deciphering of PPI networks with mating-based screening and selection, and accurate cell-cell communication with human immune cells. Overall, yeast-based technologies constitute an important platform to support basic understanding and innovative applications towards improving human health.
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Affiliation(s)
- Marcus Deichmann
- Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, DK-2800 Kongens Lyngby, Denmark
| | - Frederik G Hansson
- Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, DK-2800 Kongens Lyngby, Denmark
| | - Emil D Jensen
- Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, DK-2800 Kongens Lyngby, Denmark.
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Muñoz-Muñoz PLA, Terán-Ramírez C, Mares-Alejandre RE, Márquez-González AB, Madero-Ayala PA, Meléndez-López SG, Ramos-Ibarra MA. Surface Engineering of Escherichia coli to Display Its Phytase (AppA) and Functional Analysis of Enzyme Activities. Curr Issues Mol Biol 2024; 46:3424-3437. [PMID: 38666945 PMCID: PMC11048855 DOI: 10.3390/cimb46040215] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2024] [Revised: 04/11/2024] [Accepted: 04/15/2024] [Indexed: 04/28/2024] Open
Abstract
Escherichia coli phytase (AppA) is widely used as an exogenous enzyme in monogastric animal feed mainly because of its ability to degrade phytic acid or its salt (phytate), a natural source of phosphorus. Currently, successful recombinant production of soluble AppA has been achieved by gene overexpression using both bacterial and yeast systems. However, some methods for the biomembrane immobilization of phytases (including AppA), such as surface display on yeast cells and bacterial spores, have been investigated to avoid expensive enzyme purification processes. This study explored a homologous protein production approach for displaying AppA on the cell surface of E. coli by engineering its outer membrane (OM) for extracellular expression. Sodium dodecyl sulfate-polyacrylamide gel electrophoresis analysis of total bacterial lysates and immunofluorescence microscopy of non-permeabilized cells revealed protein expression, whereas activity assays using whole cells or OM fractions indicated functional enzyme display, as evidenced by consistent hydrolytic rates on typical substrates (i.e., p-nitrophenyl phosphate and phytic acid). Furthermore, the in vitro results obtained using a simple method to simulate the gastrointestinal tract of poultry suggest that the whole-cell biocatalyst has potential as a feed additive. Overall, our findings support the notion that biomembrane-immobilized enzymes are reliable for the hydrolysis of poorly digestible substrates relevant to animal nutrition.
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Affiliation(s)
- Patricia L. A. Muñoz-Muñoz
- Biotechnology and Biosciences Research Group, School of Chemical Sciences and Engineering, Autonomous University of Baja California, Tijuana 22390, BCN, Mexico; (P.L.A.M.-M.); (C.T.-R.); (R.E.M.-A.); (A.B.M.-G.); (P.A.M.-A.); (S.G.M.-L.)
| | - Celina Terán-Ramírez
- Biotechnology and Biosciences Research Group, School of Chemical Sciences and Engineering, Autonomous University of Baja California, Tijuana 22390, BCN, Mexico; (P.L.A.M.-M.); (C.T.-R.); (R.E.M.-A.); (A.B.M.-G.); (P.A.M.-A.); (S.G.M.-L.)
- Biochemical Sciences Graduate Program (Doctorate Studies), National Autonomous University of Mexico, Cuernavaca 62210, MOR, Mexico
| | - Rosa E. Mares-Alejandre
- Biotechnology and Biosciences Research Group, School of Chemical Sciences and Engineering, Autonomous University of Baja California, Tijuana 22390, BCN, Mexico; (P.L.A.M.-M.); (C.T.-R.); (R.E.M.-A.); (A.B.M.-G.); (P.A.M.-A.); (S.G.M.-L.)
| | - Ariana B. Márquez-González
- Biotechnology and Biosciences Research Group, School of Chemical Sciences and Engineering, Autonomous University of Baja California, Tijuana 22390, BCN, Mexico; (P.L.A.M.-M.); (C.T.-R.); (R.E.M.-A.); (A.B.M.-G.); (P.A.M.-A.); (S.G.M.-L.)
- Biological and Biomedical Sciences Graduate Program (Doctorate Studies), University of North Carolina, Chapel Hill, NC 27599, USA
| | - Pablo A. Madero-Ayala
- Biotechnology and Biosciences Research Group, School of Chemical Sciences and Engineering, Autonomous University of Baja California, Tijuana 22390, BCN, Mexico; (P.L.A.M.-M.); (C.T.-R.); (R.E.M.-A.); (A.B.M.-G.); (P.A.M.-A.); (S.G.M.-L.)
- Science and Engineering Graduate Program (Doctorate Studies), Autonomous University of Baja California, Tijuana 22390, BCN, Mexico
| | - Samuel G. Meléndez-López
- Biotechnology and Biosciences Research Group, School of Chemical Sciences and Engineering, Autonomous University of Baja California, Tijuana 22390, BCN, Mexico; (P.L.A.M.-M.); (C.T.-R.); (R.E.M.-A.); (A.B.M.-G.); (P.A.M.-A.); (S.G.M.-L.)
| | - Marco A. Ramos-Ibarra
- Biotechnology and Biosciences Research Group, School of Chemical Sciences and Engineering, Autonomous University of Baja California, Tijuana 22390, BCN, Mexico; (P.L.A.M.-M.); (C.T.-R.); (R.E.M.-A.); (A.B.M.-G.); (P.A.M.-A.); (S.G.M.-L.)
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Veggiani G, Sidhu SS. Beyond Natural Immune Repertoires: Synthetic Antibodies. Cold Spring Harb Protoc 2024; 2024:107768. [PMID: 37295822 DOI: 10.1101/pdb.top107768] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Abstract
Synthetic antibody libraries, in which the antigen-binding sites are precisely designed, offer unparalleled precision in antibody engineering, exceeding the potential of natural immune repertoires and constituting a novel generation of research tools and therapeutics. Recent advances in artificial intelligence-driven technologies and their integration into synthetic antibody discovery campaigns hold the promise to further streamline and effectively develop antibodies. Here, we provide an overview of synthetic antibodies. Our associated protocol describes how to develop highly diverse and functional synthetic antibody phage display libraries.
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Affiliation(s)
- Gianluca Veggiani
- The Anvil Institute, Kitchener, Ontario N2G 1H6, Canada
- Department of Pathobiological Sciences, School of Veterinary Medicine, Louisiana State University, Baton Rouge, Louisiana 70803, USA
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Stone CA, Spiller BW, Smith SA. Engineering therapeutic monoclonal antibodies. J Allergy Clin Immunol 2024; 153:539-548. [PMID: 37995859 DOI: 10.1016/j.jaci.2023.11.018] [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: 08/11/2023] [Revised: 10/05/2023] [Accepted: 11/03/2023] [Indexed: 11/25/2023]
Abstract
The use of human antibodies as biologic therapeutics has revolutionized patient care throughout fields of medicine. As our understanding of the many roles antibodies play within our natural immune responses continues to advance, so will the number of therapeutic indications for which an mAb will be developed. The great breadth of function, long half-life, and modular structure allow for nearly limitless therapeutic possibilities. Human antibodies can be rationally engineered to enhance their desired immune functions and eliminate those that may result in unwanted effects. Antibody therapeutics now often start with fully human variable regions, either acquired from genetically engineered humanized mice or from the actual human B cells. These variable genes can be further engineered by widely used methods for optimization of their specificity through affinity maturation, random mutagenesis, targeted mutagenesis, and use of in silico approaches. Antibody isotype selection and deliberate mutations are also used to improve efficacy and tolerability by purposeful fine-tuning of their immune effector functions. Finally, improvements directed at binding to the neonatal Fc receptor can endow therapeutic antibodies with unbelievable extensions in their circulating half-life. The future of engineered antibody therapeutics is bright, with the global mAb market projected to exhibit compound annual growth, forecasted to reach a revenue of nearly half a trillion dollars in 2030.
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Affiliation(s)
- Cosby A Stone
- Department of Medicine, Vanderbilt University Medical Center, Nashville, Tenn
| | - Benjamin W Spiller
- Department of Pathology, Microbiology, and Immunology, Vanderbilt University, Nashville, Tenn; Department of Pharmacology, Vanderbilt University, Nashville, Tenn
| | - Scott A Smith
- Department of Medicine, Vanderbilt University Medical Center, Nashville, Tenn; Department of Pathology, Microbiology, and Immunology, Vanderbilt University, Nashville, Tenn.
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Pekar L, Krah S, Zielonka S. Taming the beast: engineering strategies and biomedical potential of antibody-based cytokine mimetics. Expert Opin Biol Ther 2024:1-4. [PMID: 38385844 DOI: 10.1080/14712598.2024.2322062] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2024] [Accepted: 02/15/2024] [Indexed: 02/23/2024]
Affiliation(s)
- Lukas Pekar
- Antibody Discovery & Protein Engineering, Merck Healthcare KGaA, Darmstadt, Germany
| | - Simon Krah
- Antibody Discovery & Protein Engineering, Merck Healthcare KGaA, Darmstadt, Germany
| | - Stefan Zielonka
- Antibody Discovery & Protein Engineering, Merck Healthcare KGaA, Darmstadt, Germany
- Biomolecular Immunotherapy, Institute for Organic Chemistry and Biochemistry, Technische Universität Darmstadt, Darmstadt, Germany
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12
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Tao Z, Zhao X, Wang H, Zhang J, Jiang G, Yu B, Chen Y, Zhu M, Long J, Yin L, Zhang X, Liu M, He L. A method for rapid nanobody screening with no bias of the library diversity. iScience 2024; 27:108966. [PMID: 38327779 PMCID: PMC10847680 DOI: 10.1016/j.isci.2024.108966] [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: 04/21/2023] [Revised: 07/14/2023] [Accepted: 01/15/2024] [Indexed: 02/09/2024] Open
Abstract
Nanobody, referred to the variable domain of heavy-chain-only antibodies, has several advantages such as small size and feasible Escherichia coli expression, making them promising for scientific research and therapies. Conventional nanobody screening and expression methods often suffer from the need for subcloning into expression vectors and amplification-induced diversity loss. Here, we developed an integrated method for simultaneous screening and expression. Nanobody libraries were cloned and secretly expressed in the culture medium. Target-specific nanobodies were isolated through 1-3 rounds of dilution and regrowth following the Poisson distribution. This ensured no dismissal of positive clones, with populations of positive clones increasing over 10-fold in each dilution round. Ultimately, we isolated 5 nanobodies against death domain receptor 5 and 5 against Pyrococcus furiosus DNA polymerase directly from their immunized libraries. Notably, our approach enables nanobody screening without specialized instruments, demonstrating broad applicability in routine monoclonal nanobody production for diverse biomedical applications.
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Affiliation(s)
- Zhiqing Tao
- State Key Laboratory of Magnetic Resonance and Atomic Molecular Physics, National Center for Magnetic Resonance in Wuhan, Innovation Academy for Precision Measurement Science and Technology, Chinese Academy of Sciences, Wuhan 430071, China
- University of Chinese Academy of Sciences, Beijing 100049, China
| | - Xiaoling Zhao
- Department of Reproductive Medicine, General Hospital of Central Theater Command of the People’s Liberation Army, Wuhan, Hubei 430061, China
- Qinhe Life Science Ltd, Wuhan 430000, China
| | - Huan Wang
- School of Life Science and Technology, Weifang Medical University, Weifang, Shandong 261053, China
| | - Juan Zhang
- Department of Reproductive Medicine, General Hospital of Central Theater Command of the People’s Liberation Army, Wuhan, Hubei 430061, China
| | - Guosheng Jiang
- School of Life Science and Technology, Weifang Medical University, Weifang, Shandong 261053, China
| | - Bin Yu
- State Key Laboratory of Magnetic Resonance and Atomic Molecular Physics, National Center for Magnetic Resonance in Wuhan, Innovation Academy for Precision Measurement Science and Technology, Chinese Academy of Sciences, Wuhan 430071, China
- University of Chinese Academy of Sciences, Beijing 100049, China
| | - Yihao Chen
- State Key Laboratory of Magnetic Resonance and Atomic Molecular Physics, National Center for Magnetic Resonance in Wuhan, Innovation Academy for Precision Measurement Science and Technology, Chinese Academy of Sciences, Wuhan 430071, China
- University of Chinese Academy of Sciences, Beijing 100049, China
| | - Mingjun Zhu
- State Key Laboratory of Magnetic Resonance and Atomic Molecular Physics, National Center for Magnetic Resonance in Wuhan, Innovation Academy for Precision Measurement Science and Technology, Chinese Academy of Sciences, Wuhan 430071, China
- University of Chinese Academy of Sciences, Beijing 100049, China
| | - Junli Long
- State Key Laboratory of Magnetic Resonance and Atomic Molecular Physics, National Center for Magnetic Resonance in Wuhan, Innovation Academy for Precision Measurement Science and Technology, Chinese Academy of Sciences, Wuhan 430071, China
- University of Chinese Academy of Sciences, Beijing 100049, China
| | - Lei Yin
- State Key Laboratory of Virology, Hubei Key Laboratory of Cell Homeostasis, College of Life Sciences, Department of Clinical Oncology, Renmin Hospital of Wuhan University, Wuhan University, Wuhan, Hubei Province 430072, China
| | - Xu Zhang
- State Key Laboratory of Magnetic Resonance and Atomic Molecular Physics, National Center for Magnetic Resonance in Wuhan, Innovation Academy for Precision Measurement Science and Technology, Chinese Academy of Sciences, Wuhan 430071, China
- University of Chinese Academy of Sciences, Beijing 100049, China
| | - Maili Liu
- State Key Laboratory of Magnetic Resonance and Atomic Molecular Physics, National Center for Magnetic Resonance in Wuhan, Innovation Academy for Precision Measurement Science and Technology, Chinese Academy of Sciences, Wuhan 430071, China
- University of Chinese Academy of Sciences, Beijing 100049, China
- Optics Valley Laboratory, Hubei 430074, China
| | - Lichun He
- State Key Laboratory of Magnetic Resonance and Atomic Molecular Physics, National Center for Magnetic Resonance in Wuhan, Innovation Academy for Precision Measurement Science and Technology, Chinese Academy of Sciences, Wuhan 430071, China
- University of Chinese Academy of Sciences, Beijing 100049, China
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13
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Barron N, Dickgiesser S, Fleischer M, Bachmann AN, Klewinghaus D, Hannewald J, Ciesielski E, Kusters I, Hammann T, Krause V, Fuchs SW, Siegmund V, Gross AW, Mueller-Pompalla D, Krah S, Zielonka S, Doerner A. A Generic Approach for Miniaturized Unbiased High-Throughput Screens of Bispecific Antibodies and Biparatopic Antibody-Drug Conjugates. Int J Mol Sci 2024; 25:2097. [PMID: 38396776 PMCID: PMC10889805 DOI: 10.3390/ijms25042097] [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: 11/20/2023] [Revised: 01/30/2024] [Accepted: 02/07/2024] [Indexed: 02/25/2024] Open
Abstract
The toolbox of modern antibody engineering allows the design of versatile novel functionalities exceeding nature's repertoire. Many bispecific antibodies comprise heterodimeric Fc portions recently validated through the approval of several bispecific biotherapeutics. While heterodimerization methodologies have been established for low-throughput large-scale production, few approaches exist to overcome the bottleneck of large combinatorial screening efforts that are essential for the identification of the best possible bispecific antibody. This report presents a novel, robust and miniaturized heterodimerization process based on controlled Fab-arm exchange (cFAE), which is applicable to a variety of heterodimeric formats and compatible with automated high-throughput screens. Proof of applicability was shown for two therapeutic molecule classes and two relevant functional screening read-outs. First, the miniaturized production of biparatopic anti-c-MET antibody-drug conjugates served as a proof of concept for their applicability in cytotoxic screenings on tumor cells with different target expression levels. Second, the automated workflow enabled a large unbiased combinatorial screening of biparatopic antibodies and the identification of hits mediating potent c-MET degradation. The presented workflow utilizes standard equipment and may serve as a facile, efficient and robust method for the discovery of innovative therapeutic agents in many laboratories worldwide.
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Affiliation(s)
- Nadine Barron
- Protein and Cell Sciences, EMD Serono, 45A Middlesex Turnpike, Billerica, MA 01821, USA
| | - Stephan Dickgiesser
- NBE Technologies, Merck Healthcare KGaA, Frankfurter Str. 250, 64293 Darmstadt, Germany
| | - Markus Fleischer
- NBE Technologies, Merck Healthcare KGaA, Frankfurter Str. 250, 64293 Darmstadt, Germany
| | | | - Daniel Klewinghaus
- NBE Technologies, Merck Healthcare KGaA, Frankfurter Str. 250, 64293 Darmstadt, Germany
| | - Jens Hannewald
- NBE Technologies, Merck Healthcare KGaA, Frankfurter Str. 250, 64293 Darmstadt, Germany
| | - Elke Ciesielski
- NBE Technologies, Merck Healthcare KGaA, Frankfurter Str. 250, 64293 Darmstadt, Germany
| | - Ilja Kusters
- Protein Engineering and Antibody Technologies, EMD Serono, 45A Middlesex Turnpike, Billerica, MA 01821, USA
| | - Til Hammann
- Discovery Pharmacology, Merck Healthcare KGaA, Frankfurter Str. 250, 64293 Darmstadt, Germany
| | - Volker Krause
- Discovery Pharmacology, Merck Healthcare KGaA, Frankfurter Str. 250, 64293 Darmstadt, Germany
| | | | - Vanessa Siegmund
- NBE Technologies, Merck Healthcare KGaA, Frankfurter Str. 250, 64293 Darmstadt, Germany
| | - Alec W. Gross
- Protein Engineering and Antibody Technologies, EMD Serono, 45A Middlesex Turnpike, Billerica, MA 01821, USA
| | - Dirk Mueller-Pompalla
- NBE Technologies, Merck Healthcare KGaA, Frankfurter Str. 250, 64293 Darmstadt, Germany
| | - Simon Krah
- NBE Technologies, Merck Healthcare KGaA, Frankfurter Str. 250, 64293 Darmstadt, Germany
| | - Stefan Zielonka
- NBE Technologies, Merck Healthcare KGaA, Frankfurter Str. 250, 64293 Darmstadt, Germany
| | - Achim Doerner
- NBE Technologies, Merck Healthcare KGaA, Frankfurter Str. 250, 64293 Darmstadt, Germany
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14
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Vázquez‐Arias A, Vázquez‐Iglesias L, Pérez‐Juste I, Pérez‐Juste J, Pastoriza‐Santos I, Bodelon G. Bacterial surface display of human lectins in Escherichia coli. Microb Biotechnol 2024; 17:e14409. [PMID: 38380565 PMCID: PMC10884992 DOI: 10.1111/1751-7915.14409] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2023] [Accepted: 01/02/2024] [Indexed: 02/22/2024] Open
Abstract
Lectin-glycan interactions sustain fundamental biological processes involved in development and disease. Owing to their unique sugar-binding properties, lectins have great potential in glycobiology and biomedicine. However, their relatively low affinities and broad specificities pose a significant challenge when used as analytical reagents. New approaches for expression and engineering of lectins are in demand to overcome current limitations. Herein, we report the application of bacterial display for the expression of human galectin-3 and mannose-binding lectin in Escherichia coli. The analysis of the cell surface expression and binding activity of the surface-displayed lectins, including point and deletion mutants, in combination with molecular dynamics simulation, demonstrate the robustness and suitability of this approach. Furthermore, the display of functional mannose-binding lectin in the bacterial surface proved the feasibility of this method for disulfide bond-containing lectins. This work establishes for the first time bacterial display as an efficient means for the expression and engineering of human lectins, thereby increasing the available toolbox for glycobiology research.
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Affiliation(s)
- Alba Vázquez‐Arias
- CINBIOUniversidade de VigoVigoSpain
- Galicia Sur Health Research Institute (IIS Galicia Sur), SERGAS‐UVIGOVigoSpain
| | - Lorena Vázquez‐Iglesias
- CINBIOUniversidade de VigoVigoSpain
- Galicia Sur Health Research Institute (IIS Galicia Sur), SERGAS‐UVIGOVigoSpain
| | | | - Jorge Pérez‐Juste
- CINBIOUniversidade de VigoVigoSpain
- Galicia Sur Health Research Institute (IIS Galicia Sur), SERGAS‐UVIGOVigoSpain
- Departamento de Química FísicaUniversidade de VigoVigoSpain
| | - Isabel Pastoriza‐Santos
- CINBIOUniversidade de VigoVigoSpain
- Galicia Sur Health Research Institute (IIS Galicia Sur), SERGAS‐UVIGOVigoSpain
- Departamento de Química FísicaUniversidade de VigoVigoSpain
| | - Gustavo Bodelon
- CINBIOUniversidade de VigoVigoSpain
- Galicia Sur Health Research Institute (IIS Galicia Sur), SERGAS‐UVIGOVigoSpain
- Departamento de Biología Funcional y Ciencias de la SaludUniversidade de VigoVigoSpain
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15
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Irvine EB, Reddy ST. Advancing Antibody Engineering through Synthetic Evolution and Machine Learning. JOURNAL OF IMMUNOLOGY (BALTIMORE, MD. : 1950) 2024; 212:235-243. [PMID: 38166249 DOI: 10.4049/jimmunol.2300492] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/19/2023] [Accepted: 10/20/2023] [Indexed: 01/04/2024]
Abstract
Abs are versatile molecules with the potential to achieve exceptional binding to target Ags, while also possessing biophysical properties suitable for therapeutic drug development. Protein display and directed evolution systems have transformed synthetic Ab discovery, engineering, and optimization, vastly expanding the number of Ab clones able to be experimentally screened for binding. Moreover, the burgeoning integration of high-throughput screening, deep sequencing, and machine learning has further augmented in vitro Ab optimization, promising to accelerate the design process and massively expand the Ab sequence space interrogated. In this Brief Review, we discuss the experimental and computational tools employed in synthetic Ab engineering and optimization. We also explore the therapeutic challenges posed by developing Abs for infectious diseases, and the prospects for leveraging machine learning-guided protein engineering to prospectively design Abs resistant to viral escape.
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Affiliation(s)
- Edward B Irvine
- Department of Biosystems Science and Engineering, ETH Zürich, Basel, Switzerland
| | - Sai T Reddy
- Department of Biosystems Science and Engineering, ETH Zürich, Basel, Switzerland
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16
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Kumar M, Jalota A, Sahu SK, Haque S. Therapeutic antibodies for the prevention and treatment of cancer. J Biomed Sci 2024; 31:6. [PMID: 38216921 PMCID: PMC10787459 DOI: 10.1186/s12929-024-00996-w] [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: 03/27/2023] [Accepted: 01/05/2024] [Indexed: 01/14/2024] Open
Abstract
The developments of antibodies for cancer therapeutics have made remarkable success in recent years. There are multiple factors contributing to the success of the biological molecule including origin of the antibody, isotype, affinity, avidity and mechanism of action. With better understanding of mechanism of cancer progression and immune manipulation, recombinant formats of antibodies are used to develop therapeutic modalities for manipulating the immune cells of patients by targeting specific molecules to control the disease. These molecules have been successful in minimizing the side effects instead caused by small molecules or systemic chemotherapy but because of the developing therapeutic resistance against these antibodies, combination therapy is thought to be the best bet for patient care. Here, in this review, we have discussed different aspects of antibodies in cancer therapy affecting their efficacy and mechanism of resistance with some relevant examples of the most studied molecules approved by the US FDA.
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Affiliation(s)
- Mukesh Kumar
- Department of Medical Oncology, Thomas Jefferson University, Philadelphia, PA, 19107, USA.
| | - Akansha Jalota
- Department of Inflammation and Immunity, Lerner Research Institute, Cleveland, OH, USA
| | - Sushil Kumar Sahu
- Department of Zoology, Siksha-Bhavana, Visva-Bharati, Santiniketan, West Bengal, India
| | - Shabirul Haque
- Center of Autoimmune Musculoskeletal and Hematopoietic Disease, Feinstein Institute for Medical Research, Northwell Health, 350 Community Drive, Manhasset, NY, 11030, USA.
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17
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Aljabali AAA, Aljbaly MBM, Obeid MA, Shahcheraghi SH, Tambuwala MM. The Next Generation of Drug Delivery: Harnessing the Power of Bacteriophages. Methods Mol Biol 2024; 2738:279-315. [PMID: 37966606 DOI: 10.1007/978-1-0716-3549-0_18] [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] [Indexed: 11/16/2023]
Abstract
The use of biomaterials, such as bacteriophages, as drug delivery vehicles (DDVs) has gained increasing interest in recent years due to their potential to address the limitations of conventional drug delivery systems. Bacteriophages offer several advantages as drug carriers, such as high specificity for targeting bacterial cells, low toxicity, and the ability to be engineered to express specific proteins or peptides for enhanced targeting and drug delivery. In addition, bacteriophages have been shown to reduce the development of antibiotic resistance, which is a major concern in the field of antimicrobial therapy. Many initiatives have been taken to take up various payloads selectively and precisely by surface functionalization of the outside or interior of self-assembling viral protein capsids. Bacteriophages have emerged as a promising platform for the targeted delivery of therapeutic agents, including drugs, genes, and imaging agents. They possess several properties that make them attractive as drug delivery vehicles, including their ability to specifically target bacterial cells, their structural diversity, their ease of genetic manipulation, and their biocompatibility. Despite the potential advantages of using bacteriophages as drug carriers, several challenges and limitations need to be addressed. One of the main challenges is the limited host range of bacteriophages, which restricts their use to specific bacterial strains. However, this can also be considered as an advantage, as it allows for precise and targeted drug delivery to the desired bacterial cells. The use of biomaterials, including bacteriophages, as drug delivery vehicles has shown promising potential to address the limitations of conventional drug delivery systems. Further research is needed to fully understand the potential of these biomaterials and address the challenges and limitations associated with their use.
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Affiliation(s)
- Alaa A A Aljabali
- Department of Pharmaceutics and Pharmaceutical Technology, Faculty of Pharmacy, Yarmouk University, Irbid, Jordan.
| | | | - Mohammad A Obeid
- Department of Pharmaceutics and Pharmaceutical Technology, Faculty of Pharmacy, Yarmouk University, Irbid, Jordan
| | - Seyed Hossein Shahcheraghi
- Department of Medical Genetics, School of Medicine, Shahid Sadoughi University of Medical Sciences, Yazd, Iran
| | - Murtaza M Tambuwala
- Lincoln Medical School, Brayford Pool Campus, University of Lincoln, Lincoln, UK.
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18
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Dübel S. Can antibodies be "vegan"? A guide through the maze of today's antibody generation methods. MAbs 2024; 16:2343499. [PMID: 38634488 PMCID: PMC11028021 DOI: 10.1080/19420862.2024.2343499] [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: 02/28/2024] [Accepted: 04/11/2024] [Indexed: 04/19/2024] Open
Abstract
There is no doubt that today's life sciences would look very different without the availability of millions of research antibody products. Nevertheless, the use of antibody reagents that are poorly characterized has led to the publication of false or misleading results. The use of laboratory animals to produce research antibodies has also been criticized. Surprisingly, both problems can be addressed with the same technology. This review charts today's maze of different antibody formats and the various methods for antibody production and their interconnections, ultimately concluding that sequence-defined recombinant antibodies offer a clear path to both improved quality of experimental data and reduced use of animals.
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Affiliation(s)
- Stefan Dübel
- Institute of Biochemistry, Biotechnology and Bioinformatics, Technische Universität Braunschweig, Braunschweig, Germany
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19
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Ormundo LF, Barreto CT, Tsuruta LR. Development of Therapeutic Monoclonal Antibodies for Emerging Arbovirus Infections. Viruses 2023; 15:2177. [PMID: 38005854 PMCID: PMC10675117 DOI: 10.3390/v15112177] [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: 09/11/2023] [Revised: 10/18/2023] [Accepted: 10/26/2023] [Indexed: 11/26/2023] Open
Abstract
Antibody-based passive immunotherapy has been used effectively in the treatment and prophylaxis of infectious diseases. Outbreaks of emerging viral infections from arthropod-borne viruses (arboviruses) represent a global public health problem due to their rapid spread, urging measures and the treatment of infected individuals to combat them. Preparedness in advances in developing antivirals and relevant epidemiological studies protect us from damage and losses. Immunotherapy based on monoclonal antibodies (mAbs) has been shown to be very specific in combating infectious diseases and various other illnesses. Recent advances in mAb discovery techniques have allowed the development and approval of a wide number of therapeutic mAbs. This review focuses on the technological approaches available to select neutralizing mAbs for emerging arbovirus infections and the next-generation strategies to obtain highly effective and potent mAbs. The characteristics of mAbs developed as prophylactic and therapeutic antiviral agents for dengue, Zika, chikungunya, West Nile and tick-borne encephalitis virus are presented, as well as the protective effect demonstrated in animal model studies.
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Affiliation(s)
- Leonardo F. Ormundo
- Biopharmaceuticals Laboratory, Instituto Butantan, São Paulo 05503-900, Brazil; (L.F.O.); (C.T.B.)
- The Interunits Graduate Program in Biotechnology, University of São Paulo, São Paulo 05503-900, Brazil
| | - Carolina T. Barreto
- Biopharmaceuticals Laboratory, Instituto Butantan, São Paulo 05503-900, Brazil; (L.F.O.); (C.T.B.)
- The Interunits Graduate Program in Biotechnology, University of São Paulo, São Paulo 05503-900, Brazil
| | - Lilian R. Tsuruta
- Biopharmaceuticals Laboratory, Instituto Butantan, São Paulo 05503-900, Brazil; (L.F.O.); (C.T.B.)
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20
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Byun KT, Kim B, Cho J, Lee I, Lee MG, Park D, Kang TB, Won HS, Kim CG. Development of an Anti-HER2 Single-Chain Variable Antibody Fragment Construct for High-Yield Soluble Expression in Escherichia coli and One-Step Chromatographic Purification. Biomolecules 2023; 13:1508. [PMID: 37892190 PMCID: PMC10605039 DOI: 10.3390/biom13101508] [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: 09/19/2023] [Revised: 10/10/2023] [Accepted: 10/10/2023] [Indexed: 10/29/2023] Open
Abstract
Although single-chain variable fragment (scFv) is recognized as a highly versatile scaffold of recombinant antibody fragment molecules, its overexpression in Escherichia coli often leads to the formation of inclusion bodies. To address this issue, we devised and tested four different constructs, named v21, v22, v23 and v24, for producing anti-human epidermal growth factor receptor 2 (HER2) scFv. Among them, the v24 construct obtained from N-terminal fusion of maltose-binding protein (MBP) and subsequent tobacco etch virus protease (TEV) was identified as the most efficient construct for the production of anti-HER2 scFv. Aided by an MBP tag, high-yield soluble expression was ensured and soluble scFv was liberated in cells via autonomous proteolytic cleavage by endogenously expressed TEV. The isolated scFv containing a C-terminal hexahistidine tag was purified through a one-step purification via nickel-affinity chromatography. The purified scFv exhibited a strong (nanomolar Kd) affinity to HER2 both in vitro and in cells. Structural and functional stabilities of the scFv during storage for more than one month were also assured. Given the great utility of anti-HER2 scFv as a basic platform for developing therapeutic and diagnostic agents for cancers, the v24 construct and methods presented in this study are expected to provide a better manufacturing system for producing anti-HER2 scFv with various industrial applications.
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Affiliation(s)
- Kyu Tae Byun
- Department of Biotechnology, Research Institute (RIBHS), College of Biomedical and Health Science, Konkuk University, Chungju 27478, Republic of Korea; (K.T.B.); (B.K.)
| | - Boram Kim
- Department of Biotechnology, Research Institute (RIBHS), College of Biomedical and Health Science, Konkuk University, Chungju 27478, Republic of Korea; (K.T.B.); (B.K.)
| | - Junmin Cho
- Department of Biotechnology, Research Institute (RIBHS), College of Biomedical and Health Science, Konkuk University, Chungju 27478, Republic of Korea; (K.T.B.); (B.K.)
| | - Inbeom Lee
- Department of Biotechnology, Research Institute (RIBHS), College of Biomedical and Health Science, Konkuk University, Chungju 27478, Republic of Korea; (K.T.B.); (B.K.)
| | - Myung Gu Lee
- Konkukbio Inc., Konkuk University, Chungju 27478, Republic of Korea
| | - Dongsun Park
- Department of Biology Education, Korea National University of Education, Cheongju 28173, Republic of Korea
| | - Tae-Bong Kang
- Department of Biotechnology, Research Institute (RIBHS), College of Biomedical and Health Science, Konkuk University, Chungju 27478, Republic of Korea; (K.T.B.); (B.K.)
- BK21 Project Team, Department of Applied Life Science, Graduate School, Konkuk University, Chungju 27478, Republic of Korea
| | - Hyung-Sik Won
- Department of Biotechnology, Research Institute (RIBHS), College of Biomedical and Health Science, Konkuk University, Chungju 27478, Republic of Korea; (K.T.B.); (B.K.)
- BK21 Project Team, Department of Applied Life Science, Graduate School, Konkuk University, Chungju 27478, Republic of Korea
| | - Chan Gil Kim
- Department of Biotechnology, Research Institute (RIBHS), College of Biomedical and Health Science, Konkuk University, Chungju 27478, Republic of Korea; (K.T.B.); (B.K.)
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21
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Özçelik C, Beğli Ö, Hınçer A, Ahan RE, Kesici MS, Oğuz O, Kasırga TS, Özçubukçu S, Şeker UÖŞ. Synergistic Screening of Peptide-Based Biotechnological Drug Candidates for Neurodegenerative Diseases Using Yeast Display and Phage Display. ACS Chem Neurosci 2023; 14:3609-3621. [PMID: 37638647 PMCID: PMC10557061 DOI: 10.1021/acschemneuro.3c00248] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2023] [Accepted: 08/14/2023] [Indexed: 08/29/2023] Open
Abstract
Peptide therapeutics are robust and promising molecules for treating diverse disease conditions. These molecules can be developed from naturally occurring or mimicking native peptides, through rational design and peptide libraries. We developed a new platform for the rapid screening of the peptide therapeutics for disease targets. In the course of the study, we aimed to employ our platform to screen a new generation of peptide therapeutic candidates against aggregation-prone protein targets. Two peptide drug candidates were screened for protein aggregation-prone diseases, namely, Parkinson's and Alzheimer's diseases. Currently, there are several therapeutic applications that are only effective in masking or slowing down symptom development. Nonetheless, different approaches are being developed for inhibiting amyloid aggregation in the secondary nucleation phase, which is critical for amyloid fibril formation. Instead of targeting secondary nucleated protein structures, we tried to inhibit the aggregation of monomeric amyloid units as a novel approach for halting the disease condition. To achieve this, we combined yeast surface display and phage display library platforms. We expressed α-synuclein, amyloid β40, and amyloid β42 on the yeast surface, and we selected peptides by using phage display library. After iterative biopanning cycles optimized for yeast cells, several peptides were selected for interaction studies. All of the peptides have been used for in vitro characterization methods, which are quartz crystal microbalance-dissipation (QCM-D) measurement, atomic force microscopy (AFM) imaging, dot-blotting, and ThT assay, and some of them have yielded promising results in blocking fibrillization. The rest of the peptides, although, interacted with amyloid units which made them usable as a sensor molecule candidate. Therefore, peptides selected by yeast surface display and phage display library combination are good choice for diverse disease-prone molecule inhibition, particularly those inhibiting fibrillization. Additionally, these selected peptides can be used as drugs and sensors to detect diseases quickly and halt disease progression.
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Affiliation(s)
- Cemile
Elif Özçelik
- UNAM
− Institute of Materials Science and Nanotechnology, Bilkent University, Ankara 06800, Turkey
| | - Özge Beğli
- UNAM
− Institute of Materials Science and Nanotechnology, Bilkent University, Ankara 06800, Turkey
| | - Ahmet Hınçer
- UNAM
− Institute of Materials Science and Nanotechnology, Bilkent University, Ankara 06800, Turkey
| | - Recep Erdem Ahan
- UNAM
− Institute of Materials Science and Nanotechnology, Bilkent University, Ankara 06800, Turkey
| | - Mehmet Seçkin Kesici
- Department
of Chemistry, Faculty of Science, Middle
East Technical University, Ankara 06800, Turkey
| | - Oğuzhan Oğuz
- UNAM
− Institute of Materials Science and Nanotechnology, Bilkent University, Ankara 06800, Turkey
| | - Talip Serkan Kasırga
- UNAM
− Institute of Materials Science and Nanotechnology, Bilkent University, Ankara 06800, Turkey
| | - Salih Özçubukçu
- Department
of Chemistry, Faculty of Science, Middle
East Technical University, Ankara 06800, Turkey
| | - Urartu Özgür Şafak Şeker
- UNAM
− Institute of Materials Science and Nanotechnology, Bilkent University, Ankara 06800, Turkey
- Interdisciplinary
Program in Neuroscience, Bilkent University, Ankara 06800, Turkey
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22
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Arras P, Yoo HB, Pekar L, Clarke T, Friedrich L, Schröter C, Schanz J, Tonillo J, Siegmund V, Doerner A, Krah S, Guarnera E, Zielonka S, Evers A. AI/ML combined with next-generation sequencing of VHH immune repertoires enables the rapid identification of de novo humanized and sequence-optimized single domain antibodies: a prospective case study. Front Mol Biosci 2023; 10:1249247. [PMID: 37842638 PMCID: PMC10575757 DOI: 10.3389/fmolb.2023.1249247] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2023] [Accepted: 08/31/2023] [Indexed: 10/17/2023] Open
Abstract
Introduction: In this study, we demonstrate the feasibility of yeast surface display (YSD) and nextgeneration sequencing (NGS) in combination with artificial intelligence and machine learning methods (AI/ML) for the identification of de novo humanized single domain antibodies (sdAbs) with favorable early developability profiles. Methods: The display library was derived from a novel approach, in which VHH-based CDR3 regions obtained from a llama (Lama glama), immunized against NKp46, were grafted onto a humanized VHH backbone library that was diversified in CDR1 and CDR2. Following NGS analysis of sequence pools from two rounds of fluorescence-activated cell sorting we focused on four sequence clusters based on NGS frequency and enrichment analysis as well as in silico developability assessment. For each cluster, long short-term memory (LSTM) based deep generative models were trained and used for the in silico sampling of new sequences. Sequences were subjected to sequence- and structure-based in silico developability assessment to select a set of less than 10 sequences per cluster for production. Results: As demonstrated by binding kinetics and early developability assessment, this procedure represents a general strategy for the rapid and efficient design of potent and automatically humanized sdAb hits from screening selections with favorable early developability profiles.
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Affiliation(s)
- Paul Arras
- Antibody Discovery and Protein Engineering, Merck Healthcare KGaA, Darmstadt, Germany
- Institute for Organic Chemistry and Biochemistry, Technical University of Darmstadt, Darmstadt, Germany
| | - Han Byul Yoo
- Antibody Discovery and Protein Engineering, Merck Healthcare KGaA, Darmstadt, Germany
| | - Lukas Pekar
- Antibody Discovery and Protein Engineering, Merck Healthcare KGaA, Darmstadt, Germany
| | - Thomas Clarke
- Bioinformatics, EMD Serono, Billerica, MA, United States
| | - Lukas Friedrich
- Computational Chemistry and Biologics, Merck Healthcare KGaA, Darmstadt, Germany
| | | | - Jennifer Schanz
- ADCs & Targeted NBE Therapeutics, Merck KGaA, Darmstadt, Germany
| | - Jason Tonillo
- ADCs & Targeted NBE Therapeutics, Merck KGaA, Darmstadt, Germany
| | - Vanessa Siegmund
- Early Protein Supply and Characterization, Merck Healthcare KGaA, Darmstadt, Germany
| | - Achim Doerner
- Antibody Discovery and Protein Engineering, Merck Healthcare KGaA, Darmstadt, Germany
| | - Simon Krah
- Antibody Discovery and Protein Engineering, Merck Healthcare KGaA, Darmstadt, Germany
| | - Enrico Guarnera
- Antibody Discovery and Protein Engineering, Merck Healthcare KGaA, Darmstadt, Germany
| | - Stefan Zielonka
- Antibody Discovery and Protein Engineering, Merck Healthcare KGaA, Darmstadt, Germany
- Institute for Organic Chemistry and Biochemistry, Technical University of Darmstadt, Darmstadt, Germany
| | - Andreas Evers
- Antibody Discovery and Protein Engineering, Merck Healthcare KGaA, Darmstadt, Germany
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23
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Raeisi H, Azimirad M, Asadzadeh Aghdaei H, Zarnani AH, Abdolalizadeh J, Yadegar A, Zali MR. Development and characterization of phage display-derived anti-toxin antibodies neutralizing TcdA and TcdB of Clostridioides difficile. Microbiol Spectr 2023; 11:e0531022. [PMID: 37668373 PMCID: PMC10580902 DOI: 10.1128/spectrum.05310-22] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2022] [Accepted: 06/08/2023] [Indexed: 09/06/2023] Open
Abstract
TcdA and TcdB are known as the major virulence attributes of Clostridioides difficile. Hence, neutralizing the TcdA and TcdB activities can be considered as an efficient therapeutic approach against C. difficile infection (CDI). In this work, we utilized phage display technique to select single-chain fragment variable (scFv) fragments as recombinant antibodies displayed on the surface of phages, which specifically target native TcdA, or TcdB (nTcdA and nTcdB), and their recombinant C-terminal combined repetitive oligopeptide (CROP) domains (rTcdA and rTcdB). After three rounds of biopanning, abundance of phage clones displaying high reactivity with TcdA or TcdB was quantified through enzyme-linked immunosorbent assay (ELISA). Furthermore, selected scFvs were characterized by cell viability and neutralization assays. The gene expression of immunological markers, IL-8 and TNF-α, was examined in treated Caco-2 cells by RT-qPCR. The epitopes of neutralizing scFvs were also identified by molecular docking. Totally, 18 scFv antibodies (seven for TcdA and 11 for TcdB) were identified by ELISA. Among selected scFvs, two clones for TcdA (rA-C2, A-C9) and three clones for TcdB (rB-B4, B-F5, B-F11) exhibited the highest neutralizing activity in Caco-2 and Vero cells. Moreover, the cocktail of anti-TcdA and anti-TcdB antibodies notably decreased the mRNA expression of TNF-α and IL-8 in Caco-2 cells. Molecular docking revealed that the interaction between scFv and toxin was mostly restricted to CROP domain of TcdA or TcdB. Our results collectively provided more insights for the development of neutralizing scFvs against C. difficile toxins using phage display. Further research is needed to meticulously evaluate the potential of scFvs as an alternative treatment for CDI using animal models and clinical trials.IMPORTANCETargeting the major toxins of Clostridioides difficile by neutralizing antibodies is a novel therapeutic approach for CDI. Here, we report a panel of new anti-TcdA (rA-C2, A-C9) and anti-TcdB (rB-B4, B-F5, and B-F11) recombinant antibody fragments (scFvs) isolated from Tomlinson I and J libraries using phage display technique. These scFv antibodies were capable of neutralizing their respective toxin and showed promise as potential therapeutics against TcdA and TcdB of C. difficile in different in vitro models. In addition, in silico analysis showed that at least two neutralization mechanisms, including inhibiting cell surface binding of toxins and inhibiting toxin internalization can be proposed for the isolated scFvs in this work. These findings provide more insights for the applicability of specific scFvs toward C. difficile toxins at in vitro level. However, further research is required to evaluate the potential application of these scFvs as therapeutic agents for CDI treatment in clinical setting.
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Affiliation(s)
- Hamideh Raeisi
- Foodborne and Waterborne Diseases Research Center, Research Institute for Gastroenterology and Liver Diseases, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Masoumeh Azimirad
- Foodborne and Waterborne Diseases Research Center, Research Institute for Gastroenterology and Liver Diseases, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Hamid Asadzadeh Aghdaei
- Basic and Molecular Epidemiology of Gastrointestinal Disorders Research Center, Research Institute for Gastroenterology and Liver Diseases, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Amir-Hassan Zarnani
- Department of Immunology, School of Public Health, Tehran University of Medical Sciences, Tehran, Iran
| | - Jalal Abdolalizadeh
- Immunology Research Center, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Abbas Yadegar
- Foodborne and Waterborne Diseases Research Center, Research Institute for Gastroenterology and Liver Diseases, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Mohammad Reza Zali
- Gastroenterology and Liver Diseases Research Center, Research Institute for Gastroenterology and Liver Diseases, Shahid Beheshti University of Medical Sciences, Tehran, Iran
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24
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Lim HT, Kok BH, Leow CY, Leow CH. Exploring shark VNAR antibody against infectious diseases using phage display technology. FISH & SHELLFISH IMMUNOLOGY 2023; 140:108986. [PMID: 37541634 DOI: 10.1016/j.fsi.2023.108986] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/23/2023] [Revised: 07/29/2023] [Accepted: 08/01/2023] [Indexed: 08/06/2023]
Abstract
Antibody with high affinity and specificity to antigen has widely used as a tool to combat various diseases. The variable domain of immunoglobulin new antigen receptor (VNAR) naturally found in shark contains autonomous function as single-domain antibody. Due to its excellent characteristics, the small, non-complex, and highly stable have made shark VNAR can acquires the antigen-binding capability that might not be reached by conventional antibody. Phage display technology enables shark VNAR to be presented on the surface of phage, allowing the exploration of shark VNAR as an alternative antibody format to target antigens from various infectious diseases. The application of phage-displayed shark VNAR in antibody library and biopanning eventually leads to the discovery and isolation of antigen-specific VNARs with diagnostic and therapeutic potential towards infectious diseases. This review provides an overview of the shark VNAR antibody, the types of phage display technology with comparison to the other types of display system, as well as the application and case studies of phage-displayed shark VNAR antibodies against infectious diseases.
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Affiliation(s)
- Hui Ting Lim
- Institute for Research in Molecular Medicine (INFORMM), Universiti Sains Malaysia, 11800, Gelugor, Penang, Malaysia
| | - Boon Hui Kok
- Institute for Research in Molecular Medicine (INFORMM), Universiti Sains Malaysia, 11800, Gelugor, Penang, Malaysia
| | - Chiuan Yee Leow
- School of Pharmaceutical Sciences, Universiti Sains Malaysia, 11800, Gelugor, Penang, Malaysia
| | - Chiuan Herng Leow
- Institute for Research in Molecular Medicine (INFORMM), Universiti Sains Malaysia, 11800, Gelugor, Penang, Malaysia.
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25
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Alassiri M, Lai JY, Ch'ng ACW, Choong YS, Alanazi A, Lim TS. Subtractive panning for the isolation of monoclonal PEPITEM peptide antibody by phage display. Sci Rep 2023; 13:13627. [PMID: 37604859 PMCID: PMC10442400 DOI: 10.1038/s41598-023-40630-7] [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: 03/28/2023] [Accepted: 08/14/2023] [Indexed: 08/23/2023] Open
Abstract
Antibody phage display is a key tool for the development of monoclonal antibodies against various targets. However, the development of anti-peptide antibodies is a challenging process due to the small size of peptides for binding. This makes anchoring of peptides a preferred approach for panning experiments. A common approach is by using streptavidin as the anchor protein to present biotinylated peptides for panning. Here, we propose the use of recombinant expression of the target peptide and an immunogenic protein as a fusion for panning. The peptide inhibitor of trans-endothelial migration (PEPITEM) peptide sequence was fused to the Mycobacterium tuberculosis (Mtb) α-crystalline (AC) as an anchor protein. The panning process was carried out by subtractive selection of the antibody library against the AC protein first, followed by binding to the library to PEPITEM fused AC (PEPI-AC). A unique monoclonal scFv antibodies with good specificity were identified. In conclusion, the use of an alternative anchor protein to present the peptide sequence coupled with subtractive panning allows for the identification of unique monoclonal antibodies against a peptide target.
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Affiliation(s)
- Mohammed Alassiri
- Department of Basic Sciences, College of Science and Health Professions, King Saud bin Abdulaziz University for Health Sciences (KSAU-HS), Riyadh, Kingdom of Saudi Arabia.
- King Abdullah International Medical Research Center (KAIMRC), Riyadh, Kingdom of Saudi Arabia.
- Department of Pathology and Laboratory Medicine, King Abdulaziz Medical City (KAMC), Ministry of the National Guard - Health Affairs, Riyadh, Kingdom of Saudi Arabia.
| | - Jing Yi Lai
- Institute for Research in Molecular Medicine, Universiti Sains Malaysia, 11800 Minden, Penang, Malaysia
| | - Angela Chiew Wen Ch'ng
- Institute for Research in Molecular Medicine, Universiti Sains Malaysia, 11800 Minden, Penang, Malaysia
| | - Yee Siew Choong
- Institute for Research in Molecular Medicine, Universiti Sains Malaysia, 11800 Minden, Penang, Malaysia
| | - Asma Alanazi
- King Abdullah International Medical Research Center (KAIMRC), Riyadh, Kingdom of Saudi Arabia
- College of Medicine, King Saud bin Abdulaziz University for Health Sciences (KSAU-HS), Riyadh, Kingdom of Saudi Arabia
| | - Theam Soon Lim
- Institute for Research in Molecular Medicine, Universiti Sains Malaysia, 11800 Minden, Penang, Malaysia.
- Analytical Biochemistry Research Centre, Universiti Sains Malaysia, 11800 Minden, Penang, Malaysia.
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26
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Bauer J, Rajagopal N, Gupta P, Gupta P, Nixon AE, Kumar S. How can we discover developable antibody-based biotherapeutics? Front Mol Biosci 2023; 10:1221626. [PMID: 37609373 PMCID: PMC10441133 DOI: 10.3389/fmolb.2023.1221626] [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: 05/12/2023] [Accepted: 07/10/2023] [Indexed: 08/24/2023] Open
Abstract
Antibody-based biotherapeutics have emerged as a successful class of pharmaceuticals despite significant challenges and risks to their discovery and development. This review discusses the most frequently encountered hurdles in the research and development (R&D) of antibody-based biotherapeutics and proposes a conceptual framework called biopharmaceutical informatics. Our vision advocates for the syncretic use of computation and experimentation at every stage of biologic drug discovery, considering developability (manufacturability, safety, efficacy, and pharmacology) of potential drug candidates from the earliest stages of the drug discovery phase. The computational advances in recent years allow for more precise formulation of disease concepts, rapid identification, and validation of targets suitable for therapeutic intervention and discovery of potential biotherapeutics that can agonize or antagonize them. Furthermore, computational methods for de novo and epitope-specific antibody design are increasingly being developed, opening novel computationally driven opportunities for biologic drug discovery. Here, we review the opportunities and limitations of emerging computational approaches for optimizing antigens to generate robust immune responses, in silico generation of antibody sequences, discovery of potential antibody binders through virtual screening, assessment of hits, identification of lead drug candidates and their affinity maturation, and optimization for developability. The adoption of biopharmaceutical informatics across all aspects of drug discovery and development cycles should help bring affordable and effective biotherapeutics to patients more quickly.
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Affiliation(s)
- Joschka Bauer
- Early Stage Pharmaceutical Development Biologicals, Boehringer Ingelheim Pharma GmbH & Co. KG, Biberach/Riss, Germany
- In Silico Team, Boehringer Ingelheim, Hannover, Germany
| | - Nandhini Rajagopal
- In Silico Team, Boehringer Ingelheim, Hannover, Germany
- Biotherapeutics Discovery, Boehringer Ingelheim Pharmaceuticals Inc., Ridgefield, CT, United States
| | - Priyanka Gupta
- In Silico Team, Boehringer Ingelheim, Hannover, Germany
- Biotherapeutics Discovery, Boehringer Ingelheim Pharmaceuticals Inc., Ridgefield, CT, United States
| | - Pankaj Gupta
- In Silico Team, Boehringer Ingelheim, Hannover, Germany
- Biotherapeutics Discovery, Boehringer Ingelheim Pharmaceuticals Inc., Ridgefield, CT, United States
| | - Andrew E. Nixon
- Biotherapeutics Discovery, Boehringer Ingelheim Pharmaceuticals Inc., Ridgefield, CT, United States
| | - Sandeep Kumar
- In Silico Team, Boehringer Ingelheim, Hannover, Germany
- Biotherapeutics Discovery, Boehringer Ingelheim Pharmaceuticals Inc., Ridgefield, CT, United States
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27
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Sivelle C, Sierocki R, Lesparre Y, Lomet A, Quintilio W, Dubois S, Correia E, Moro AM, Maillère B, Nozach H. Combining deep mutational scanning to heatmap of HLA class II binding of immunogenic sequences to preserve functionality and mitigate predicted immunogenicity. Front Immunol 2023; 14:1197919. [PMID: 37575221 PMCID: PMC10416631 DOI: 10.3389/fimmu.2023.1197919] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2023] [Accepted: 07/10/2023] [Indexed: 08/15/2023] Open
Abstract
Removal of CD4 T cell epitopes from therapeutic antibody sequences is expected to mitigate their potential immunogenicity, but its application is complicated by the location of their T cell epitopes, which mainly overlap with complementarity-determining regions. We therefore evaluated the flexibility of antibody sequences to reduce the predicted affinity of corresponding peptides for HLA II molecules and to maintain antibody binding to its target in order to guide antibody engineering for mitigation of predicted immunogenicity. Permissive substitutions to reduce affinity of peptides for HLA II molecules were identified by establishing a heatmap of HLA class II binding using T-cell epitope prediction tools, while permissive substitutions preserving binding to the target were identified by means of deep mutational scanning and yeast surface display. Combinatorial libraries were then designed to identify active clones. Applied to adalimumab, an anti-TNFα human antibody, this approach identified 200 mutants with a lower HLA binding score than adalimumab. Three mutants were produced as full-length antibodies and showed a higher affinity for TNFα and neutralization ability than adalimumab. This study also sheds light on the permissiveness of antibody sequences with regard to functionality and predicted T cell epitope content.
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Affiliation(s)
- Coline Sivelle
- Université de Paris-Saclay, CEA, INRAE, Département Médicaments et Technologies pour la Santé, SIMoS, Gif-sur-Yvette, France
| | - Raphael Sierocki
- Université de Paris-Saclay, CEA, INRAE, Département Médicaments et Technologies pour la Santé, SIMoS, Gif-sur-Yvette, France
- Deeptope SAS, Orsay, France
| | | | - Aurore Lomet
- CEA List, Université Paris-Saclay, Palaiseau, France
| | - Wagner Quintilio
- Biopharmaceuticals Laboratory, Butantan Institute, Sao Paulo, Brazil
| | - Steven Dubois
- Université de Paris-Saclay, CEA, INRAE, Département Médicaments et Technologies pour la Santé, SIMoS, Gif-sur-Yvette, France
| | - Evelyne Correia
- Université de Paris-Saclay, CEA, INRAE, Département Médicaments et Technologies pour la Santé, SIMoS, Gif-sur-Yvette, France
| | - Ana Maria Moro
- Biopharmaceuticals Laboratory, Butantan Institute, Sao Paulo, Brazil
| | - Bernard Maillère
- Université de Paris-Saclay, CEA, INRAE, Département Médicaments et Technologies pour la Santé, SIMoS, Gif-sur-Yvette, France
| | - Hervé Nozach
- Université de Paris-Saclay, CEA, INRAE, Département Médicaments et Technologies pour la Santé, SIMoS, Gif-sur-Yvette, France
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28
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Chang J, Rader C, Peng H. A mammalian cell display platform based on scFab transposition. Antib Ther 2023; 6:157-169. [PMID: 37492588 PMCID: PMC10365156 DOI: 10.1093/abt/tbad009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2022] [Revised: 05/03/2023] [Accepted: 05/07/2023] [Indexed: 07/27/2023] Open
Abstract
In vitro display technologies have been successfully utilized for the discovery and evolution of monoclonal antibodies (mAbs) for diagnostic and therapeutic applications, with phage display and yeast display being the most commonly used platforms due to their simplicity and high efficiency. As their prokaryotic or lower eukaryotic host organisms typically have no or different post-translational modifications, several mammalian cell-based display and screening technologies for isolation and optimization of mAbs have emerged and are being developed. We report here a novel and useful mammalian cell display platform based on the PiggyBac transposon system to display mAbs in a single-chain Fab (scFab) format on the surface of HEK293F cells. Immune rabbit antibody libraries encompassing ~7 × 107 independent clones were generated in an all-in-one transposon vector, stably delivered into HEK293F cells and displayed as an scFab with rabbit variable and human constant domains. After one round of magnetic activated cell sorting and two rounds of fluorescence activated cell sorting, mAbs with high affinity in the subnanomolar range and cross-reactivity to the corresponding human and mouse antigens were identified, demonstrating the power of this platform for antibody discovery. We developed a highly efficient mammalian cell display platform based on the PiggyBac transposon system for antibody discovery, which could be further utilized for humanization as well as affinity and specificity maturation.
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Affiliation(s)
- Jing Chang
- Department of Immunology and Microbiology, The Herbert Wertheim UF Scripps Institute for Biomedical Innovation & Technology, University of Florida, Jupiter, FL 33458, USA
| | - Christoph Rader
- Department of Immunology and Microbiology, The Herbert Wertheim UF Scripps Institute for Biomedical Innovation & Technology, University of Florida, Jupiter, FL 33458, USA
| | - Haiyong Peng
- Department of Immunology and Microbiology, The Herbert Wertheim UF Scripps Institute for Biomedical Innovation & Technology, University of Florida, Jupiter, FL 33458, USA
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29
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Huhtinen O, Salbo R, Lamminmäki U, Prince S. Selection of biophysically favorable antibody variants using a modified Flp-In CHO mammalian display platform. Front Bioeng Biotechnol 2023; 11:1170081. [PMID: 37229492 PMCID: PMC10203562 DOI: 10.3389/fbioe.2023.1170081] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2023] [Accepted: 04/17/2023] [Indexed: 05/27/2023] Open
Abstract
Mammalian display enables the selection of biophysically favorable antibodies from a large IgG antibody library displayed on the plasma membrane of mammalian cells. We constructed and validated a novel mammalian display platform utilizing the commercially available Flp-In CHO cell line as a starting point. We introduced a single copy of a landing pad for Bxb1 integrase-driven recombinase-mediated cassette exchange into the FRT site of the Flp-In CHO line to facilitate the efficient single-copy integration of an antibody display cassette into the genome of the cell line. We then proceeded to demonstrate the ability of our platform to select biophysically favorable antibodies from a library of 1 × 106 displayed antibodies designed to improve the biophysical properties of bococizumab via randomization of problematic hydrophobic surface residues of the antibody. Enrichment of bococizumab variants via fluorescence-activated cell sorting selections was followed by next generation sequencing and thorough characterization of biophysical properties of 10 bococizumab variants that subsequently allowed attribution of the mutations to the biophysical properties of the antibody variants. The mammalian displayed variants exhibited reduced aggregation propensity and polyreactivity, while critically retaining its target binding thereby demonstrating the utility of this valuable tool.
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Affiliation(s)
- Olli Huhtinen
- Protein and Antibody Engineering, Orion Corporation, Turku, Finland
- Department of Life Technologies, University of Turku, Turku, Finland
| | - Rune Salbo
- Protein and Antibody Engineering, Orion Corporation, Turku, Finland
| | - Urpo Lamminmäki
- Department of Life Technologies, University of Turku, Turku, Finland
| | - Stuart Prince
- MediCity Research Laboratory, University of Turku, Turku, Finland
- Institute of Biomedicine, University of Turku, Turku, Finland
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30
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Qu B, Zhao Y, An L, Hang H. The application of adenine deaminase in antibody affinity maturation. Appl Microbiol Biotechnol 2023; 107:2661-2670. [PMID: 36929186 DOI: 10.1007/s00253-022-12324-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2022] [Revised: 11/23/2022] [Accepted: 11/30/2022] [Indexed: 03/18/2023]
Abstract
Previously, we established a platform for antibody/protein affinity maturation based on CHO cell display. The gene of interest was mutated by activation-induced cytidine deaminase (AID), and then, a mutation library mainly containing G/C to A/T conversion was obtained by simply proliferating cells. However, the AID-induced G/C to A/T conversion limits the diversity space of the mutation library. In contrast to AID, adenine deaminase (ADA) can convert A/T to G/C. In this study, we demonstrated that ADA could efficiently induce random A/T to G/C mutations on the target gene in the CHO cell display and could be applied in affinity maturation. Our data also showed that more mutant types were obtained through the combined use of AID and ADA, thus offering an opportunity to acquire new mutants offering higher affinities than those obtained by only using AID. Examples presented in this study showed that ADA contributed to the improvement of antibody affinity either with or without AID in CHO display. KEY POINTS: • ADA is able to induce random mutations on antibody gene in mammalian cells. • ADA induces mutations on A/T bases to compensate AID which can induce mutation on G/C. • Combination of AID and ADA can increase mutation types and maturation efficiencies.
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Affiliation(s)
- Baole Qu
- Key Laboratory for Protein and Peptide Pharmaceuticals, Institute of Biophysics, National Laboratory of Biomacromolecules, Chinese Academy of Sciences, Beijing, 100101, China
- University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Yun Zhao
- Key Laboratory for Protein and Peptide Pharmaceuticals, Institute of Biophysics, National Laboratory of Biomacromolecules, Chinese Academy of Sciences, Beijing, 100101, China
- University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Lili An
- Key Laboratory for Protein and Peptide Pharmaceuticals, Institute of Biophysics, National Laboratory of Biomacromolecules, Chinese Academy of Sciences, Beijing, 100101, China
| | - Haiying Hang
- Key Laboratory for Protein and Peptide Pharmaceuticals, Institute of Biophysics, National Laboratory of Biomacromolecules, Chinese Academy of Sciences, Beijing, 100101, China.
- University of Chinese Academy of Sciences, Beijing, 100049, China.
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31
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Lipinski B, Arras P, Pekar L, Klewinghaus D, Boje AS, Krah S, Zimmermann J, Klausz K, Peipp M, Siegmund V, Evers A, Zielonka S. NKp46-specific single domain antibodies enable facile engineering of various potent NK cell engager formats. Protein Sci 2023; 32:e4593. [PMID: 36775946 PMCID: PMC9951198 DOI: 10.1002/pro.4593] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2022] [Revised: 02/07/2023] [Accepted: 02/09/2023] [Indexed: 02/14/2023]
Abstract
Herein, we describe the generation of potent NK cell engagers (NKCEs) based on single domain antibodies (sdAbs) specific for NKp46 harboring the humanized Fab version of Cetuximab for tumor targeting. After immunization of camelids, a plethora of different VHH domains were retrieved by yeast surface display. Upon reformatting into Fc effector-silenced NKCEs targeting NKp46 and EGFR in a strictly monovalent fashion, the resulting bispecific antibodies elicited potent NK cell-mediated killing of EGFR-overexpressing tumor cells with potencies (EC50 killing) in the picomolar range. This was further augmented via co-engagement of Fcγ receptor IIIa (FcγRIIIa). Importantly, NKp46-specific sdAbs enabled the construction of various NKCE formats with different geometries and valencies which displayed favorable biophysical and biochemical properties without further optimization. By this means, killing capacities were further improved significantly. Hence, NKp46-specific sdAbs are versatile building blocks for the construction of different NKCE formats.
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Affiliation(s)
- Britta Lipinski
- Protein Engineering and Antibody Technologies, Merck Healthcare KGaA, Darmstadt, Germany.,Institute for Organic Chemistry and Biochemistry, Technical University of Darmstadt, Darmstadt, Germany
| | - Paul Arras
- Protein Engineering and Antibody Technologies, Merck Healthcare KGaA, Darmstadt, Germany
| | - Lukas Pekar
- Protein Engineering and Antibody Technologies, Merck Healthcare KGaA, Darmstadt, Germany
| | - Daniel Klewinghaus
- Protein Engineering and Antibody Technologies, Merck Healthcare KGaA, Darmstadt, Germany
| | - Ammelie Svea Boje
- Division of Antibody-Based Immunotherapy, Department of Internal Medicine II, University Hospital Schleswig-Holstein and Christian-Albrechts-University Kiel, Kiel, Germany
| | - Simon Krah
- Protein Engineering and Antibody Technologies, Merck Healthcare KGaA, Darmstadt, Germany
| | - Jasmin Zimmermann
- Protein Engineering and Antibody Technologies, Merck Healthcare KGaA, Darmstadt, Germany.,Institute for Organic Chemistry and Biochemistry, Technical University of Darmstadt, Darmstadt, Germany
| | - Katja Klausz
- Division of Antibody-Based Immunotherapy, Department of Internal Medicine II, University Hospital Schleswig-Holstein and Christian-Albrechts-University Kiel, Kiel, Germany
| | - Matthias Peipp
- Division of Antibody-Based Immunotherapy, Department of Internal Medicine II, University Hospital Schleswig-Holstein and Christian-Albrechts-University Kiel, Kiel, Germany
| | - Vanessa Siegmund
- Protein and Cell Sciences, Merck Healthcare KGaA, Darmstadt, Germany
| | - Andreas Evers
- Computational Chemistry and Biology, Merck Healthcare KGaA, Darmstadt, Germany
| | - Stefan Zielonka
- Protein Engineering and Antibody Technologies, Merck Healthcare KGaA, Darmstadt, Germany.,Institute for Organic Chemistry and Biochemistry, Technical University of Darmstadt, Darmstadt, Germany
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32
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Lei M, Trivedi VD, Nair NU, Lee K, Van Deventer JA. Flow cytometric evaluation of yeast-bacterial cell-cell interactions. Biotechnol Bioeng 2023; 120:399-408. [PMID: 36259110 PMCID: PMC10072783 DOI: 10.1002/bit.28253] [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: 06/10/2022] [Revised: 09/23/2022] [Accepted: 10/09/2022] [Indexed: 01/13/2023]
Abstract
Synthetic cell-cell interaction systems can be useful for understanding multicellular communities or for screening binding molecules. We adapt a previously characterized set of synthetic cognate nanobody-antigen pairs to a yeast-bacteria coincubation format and use flow cytometry to evaluate cell-cell interactions mediated by binding between surface-displayed molecules. We further use fluorescence-activated cell sorting to enrich a specific yeast-displayed nanobody within a mixed yeast-display population. Finally, we demonstrate that this system supports the characterization of a therapeutically relevant nanobody-antigen interaction: a previously discovered nanobody that binds to the intimin protein expressed on the surface of enterohemorrhagic Escherichia coli. Overall, our findings indicate that the yeast-bacteria format supports efficient evaluation of ligand-target interactions. With further development, this format may facilitate systematic characterization and high-throughput discovery of bacterial surface-binding molecules.
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Affiliation(s)
- Ming Lei
- Department of Chemical and Biological Engineering, Tufts University, Medford, Massachusetts 02155
| | - Vikas D. Trivedi
- Department of Chemical and Biological Engineering, Tufts University, Medford, Massachusetts 02155
| | - Nikhil U. Nair
- Department of Chemical and Biological Engineering, Tufts University, Medford, Massachusetts 02155
| | - Kyongbum Lee
- Department of Chemical and Biological Engineering, Tufts University, Medford, Massachusetts 02155
| | - James A. Van Deventer
- Department of Chemical and Biological Engineering, Tufts University, Medford, Massachusetts 02155
- Department of Biomedical Engineering, Tufts University, Medford, Massachusetts 02155
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33
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Arras P, Zimmermann J, Lipinski B, Yanakieva D, Klewinghaus D, Krah S, Kolmar H, Pekar L, Zielonka S. Isolation of Antigen-Specific Unconventional Bovine Ultra-Long CDR3H Antibodies Using Cattle Immunization in Combination with Yeast Surface Display. Methods Mol Biol 2023; 2681:113-129. [PMID: 37405646 DOI: 10.1007/978-1-0716-3279-6_8] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/06/2023]
Abstract
Cattle are known for their repertoire of antibodies harboring extremely long CDR3H regions that form extensive "knob on stalk" cysteine-rich structures. The compact knob domain allows for the recognition of epitopes potentially not accessible to classical antibodies. To effectively access the potential of bovine-derived antigen-specific ultra-long CDR3 antibodies, a straightforward and effective high-throughput method based on yeast surface display and fluorescence-activated cell sorting is described.
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Affiliation(s)
- Paul Arras
- Antibody Discovery and Protein Engineering, Merck Healthcare KGaA, Darmstadt, Germany
| | - Jasmin Zimmermann
- Antibody Discovery and Protein Engineering, Merck Healthcare KGaA, Darmstadt, Germany
- Institute for Organic Chemistry and Biochemistry, Technische Universität Darmstadt, Darmstadt, Germany
| | - Britta Lipinski
- Antibody Discovery and Protein Engineering, Merck Healthcare KGaA, Darmstadt, Germany
- Institute for Organic Chemistry and Biochemistry, Technische Universität Darmstadt, Darmstadt, Germany
| | - Desislava Yanakieva
- Antibody Discovery and Protein Engineering, Merck Healthcare KGaA, Darmstadt, Germany
| | - Daniel Klewinghaus
- Antibody Discovery and Protein Engineering, Merck Healthcare KGaA, Darmstadt, Germany
| | - Simon Krah
- Antibody Discovery and Protein Engineering, Merck Healthcare KGaA, Darmstadt, Germany
| | - Harald Kolmar
- Institute for Organic Chemistry and Biochemistry, Technische Universität Darmstadt, Darmstadt, Germany
| | - Lukas Pekar
- Antibody Discovery and Protein Engineering, Merck Healthcare KGaA, Darmstadt, Germany
| | - Stefan Zielonka
- Antibody Discovery and Protein Engineering, Merck Healthcare KGaA, Darmstadt, Germany.
- Institute for Organic Chemistry and Biochemistry, Technische Universität Darmstadt, Darmstadt, Germany.
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34
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Svilenov HL, Arosio P, Menzen T, Tessier P, Sormanni P. Approaches to expand the conventional toolbox for discovery and selection of antibodies with drug-like physicochemical properties. MAbs 2023; 15:2164459. [PMID: 36629855 PMCID: PMC9839375 DOI: 10.1080/19420862.2022.2164459] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2022] [Revised: 12/22/2022] [Accepted: 12/29/2022] [Indexed: 01/12/2023] Open
Abstract
Antibody drugs should exhibit not only high-binding affinity for their target antigens but also favorable physicochemical drug-like properties. Such drug-like biophysical properties are essential for the successful development of antibody drug products. The traditional approaches used in antibody drug development require significant experimentation to produce, optimize, and characterize many candidates. Therefore, it is attractive to integrate new methods that can optimize the process of selecting antibodies with both desired target-binding and drug-like biophysical properties. Here, we summarize a selection of techniques that can complement the conventional toolbox used to de-risk antibody drug development. These techniques can be integrated at different stages of the antibody development process to reduce the frequency of physicochemical liabilities in antibody libraries during initial discovery and to co-optimize multiple antibody features during early-stage antibody engineering and affinity maturation. Moreover, we highlight biophysical and computational approaches that can be used to predict physical degradation pathways relevant for long-term storage and in-use stability to reduce the need for extensive experimentation.
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Affiliation(s)
- Hristo L. Svilenov
- Laboratory of General Biochemistry and Physical Pharmacy, Faculty of Pharmaceutical Sciences, Ghent University, Gent, Belgium
| | - Paolo Arosio
- Department of Chemistry and Applied Biosciences, ETH Zürich, Zürich, Switzerland
| | - Tim Menzen
- Coriolis Pharma Research GmbH, Martinsried, 82152, Germany
| | - Peter Tessier
- Department of Pharmaceutical Sciences, University of Michigan, Ann Arbor, MI, USA
- Biointerfaces Institute, University of Michigan, Ann Arbor, MI, USA
- Department of Chemical Engineering, University of Michigan, Ann Arbor, MI, USA
- Department of Biomedical Engineering, University of Michigan, Ann Arbor, MI, USA
| | - Pietro Sormanni
- Centre for Misfolding Diseases, Yusuf Hamied Department of Chemistry, University of Cambridge, Cambridge, UK
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35
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Arras P, Yoo HB, Pekar L, Schröter C, Clarke T, Krah S, Klewinghaus D, Siegmund V, Evers A, Zielonka S. A library approach for the de novo high-throughput isolation of humanized VHH domains with favorable developability properties following camelid immunization. MAbs 2023; 15:2261149. [PMID: 37766540 PMCID: PMC10540653 DOI: 10.1080/19420862.2023.2261149] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2023] [Accepted: 09/15/2023] [Indexed: 09/29/2023] Open
Abstract
In this study, we generated a novel library approach for high throughput de novo identification of humanized single-domain antibodies following camelid immunization. To achieve this, VHH-derived complementarity-determining regions-3 (CDR3s) obtained from an immunized llama (Lama glama) were grafted onto humanized VHH backbones comprising moderately sequence-diversified CDR1 and CDR2 regions similar to natural immunized and naïve antibody repertoires. Importantly, these CDRs were tailored toward favorable in silico developability properties, by considering human-likeness as well as excluding potential sequence liabilities and predicted immunogenic motifs. Target-specific humanized single-domain antibodies (sdAbs) were readily obtained by yeast surface display. We demonstrate that, by exploiting this approach, high affinity sdAbs with an optimized in silico developability profile can be generated. These sdAbs display favorable biophysical, biochemical, and functional attributes and do not require any further sequence optimization. This approach is generally applicable to any antigen upon camelid immunization and has the potential to significantly accelerate candidate selection and reduce risks and attrition rates in sdAb development.
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Affiliation(s)
- Paul Arras
- Antibody Discovery & Protein Engineering, Merck Healthcare KGaA, Darmstadt, Germany
- Institute for Organic Chemistry and Biochemistry, Technical University of Darmstadt, Darmstadt, Germany
| | - Han Byul Yoo
- Antibody Discovery & Protein Engineering, Merck Healthcare KGaA, Darmstadt, Germany
- Early Protein Supply & Characterization, Merck Healthcare KGaA, Darmstadt, Germany
| | - Lukas Pekar
- Antibody Discovery & Protein Engineering, Merck Healthcare KGaA, Darmstadt, Germany
| | | | | | - Simon Krah
- Antibody Discovery & Protein Engineering, Merck Healthcare KGaA, Darmstadt, Germany
| | - Daniel Klewinghaus
- Early Protein Supply & Characterization, Merck Healthcare KGaA, Darmstadt, Germany
| | - Vanessa Siegmund
- Early Protein Supply & Characterization, Merck Healthcare KGaA, Darmstadt, Germany
| | - Andreas Evers
- Antibody Discovery & Protein Engineering, Merck Healthcare KGaA, Darmstadt, Germany
| | - Stefan Zielonka
- Antibody Discovery & Protein Engineering, Merck Healthcare KGaA, Darmstadt, Germany
- Institute for Organic Chemistry and Biochemistry, Technical University of Darmstadt, Darmstadt, Germany
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36
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Lipinski B, Unmuth L, Arras P, Becker S, Bauer C, Toleikis L, Krah S, Doerner A, Yanakieva D, Boje AS, Klausz K, Peipp M, Siegmund V, Evers A, Kolmar H, Pekar L, Zielonka S. Generation and engineering of potent single domain antibody-based bispecific IL-18 mimetics resistant to IL-18BP decoy receptor inhibition. MAbs 2023; 15:2236265. [PMID: 37469014 PMCID: PMC10361135 DOI: 10.1080/19420862.2023.2236265] [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: 04/02/2023] [Revised: 06/28/2023] [Accepted: 07/10/2023] [Indexed: 07/21/2023] Open
Abstract
Here, we generated bispecific antibody (bsAb) derivatives that mimic the function of interleukin (IL)-18 based on single domain antibodies (sdAbs) specific to IL-18 Rα and IL-18 Rβ. For this, camelids were immunized, followed by yeast surface display (YSD)-enabled discovery of VHHs targeting the individual receptor subunits. Upon reformatting into a strictly monovalent (1 + 1) bispecific sdAb architecture, several bsAbs triggered dose-dependent IL-18 R downstream signaling on IL-18 reporter cells, as well as IFN-γ release by peripheral blood mononuclear cells in the presence of low-dose IL-12. However, compared with IL-18, potencies and efficacies were considerably attenuated. By engineering paratope valencies and the spatial orientation of individual paratopes within the overall design architecture, we were able to generate IL-18 mimetics displaying significantly augmented functionalities, resulting in bispecific cytokine mimetics that were more potent than IL-18 in triggering proinflammatory cytokine release. Furthermore, generated IL-18 mimetics were unaffected from inhibition by IL-18 binding protein decoy receptor. Essentially, we demonstrate that this strategy enables the generation of IL-18 mimetics with tailor-made cytokine functionalities.
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Affiliation(s)
- Britta Lipinski
- Antibody Discovery and Protein Engineering (ADPE), Merck Healthcare KGaA, Darmstadt, Germany
- Institute for Organic Chemistry and Biochemistry, Technical University of Darmstadt, Darmstadt, Germany
| | - Laura Unmuth
- Early Protein Supply and Characterization (EPSC), Merck Healthcare KGaA, Darmstadt, Germany
| | - Paul Arras
- Antibody Discovery and Protein Engineering (ADPE), Merck Healthcare KGaA, Darmstadt, Germany
| | - Stefan Becker
- Early Protein Supply and Characterization (EPSC), Merck Healthcare KGaA, Darmstadt, Germany
| | - Christina Bauer
- Antibody Discovery and Protein Engineering (ADPE), Merck Healthcare KGaA, Darmstadt, Germany
| | - Lars Toleikis
- Early Protein Supply and Characterization (EPSC), Merck Healthcare KGaA, Darmstadt, Germany
| | - Simon Krah
- Antibody Discovery and Protein Engineering (ADPE), Merck Healthcare KGaA, Darmstadt, Germany
| | - Achim Doerner
- Antibody Discovery and Protein Engineering (ADPE), Merck Healthcare KGaA, Darmstadt, Germany
| | - Desislava Yanakieva
- Antibody Discovery and Protein Engineering (ADPE), Merck Healthcare KGaA, Darmstadt, Germany
| | - Ammelie Svea Boje
- Division of Antibody-Based Immunotherapy, Department of Internal Medicine II, University Hospital Schleswig-Holstein and Christian-Albrechts-University Kiel, Kiel, Germany
| | - Katja Klausz
- Division of Antibody-Based Immunotherapy, Department of Internal Medicine II, University Hospital Schleswig-Holstein and Christian-Albrechts-University Kiel, Kiel, Germany
| | - Matthias Peipp
- Division of Antibody-Based Immunotherapy, Department of Internal Medicine II, University Hospital Schleswig-Holstein and Christian-Albrechts-University Kiel, Kiel, Germany
| | - Vanessa Siegmund
- Early Protein Supply and Characterization (EPSC), Merck Healthcare KGaA, Darmstadt, Germany
| | - Andreas Evers
- Antibody Discovery and Protein Engineering (ADPE), Merck Healthcare KGaA, Darmstadt, Germany
| | - Harald Kolmar
- Institute for Organic Chemistry and Biochemistry, Technical University of Darmstadt, Darmstadt, Germany
| | - Lukas Pekar
- Antibody Discovery and Protein Engineering (ADPE), Merck Healthcare KGaA, Darmstadt, Germany
| | - Stefan Zielonka
- Antibody Discovery and Protein Engineering (ADPE), Merck Healthcare KGaA, Darmstadt, Germany
- Institute for Organic Chemistry and Biochemistry, Technical University of Darmstadt, Darmstadt, Germany
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37
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Bauer C, Ciesielski E, Pekar L, Krah S, Toleikis L, Zielonka S, Sellmann C. Facile One-Step Generation of Camelid VHH and Avian scFv Libraries for Phage Display by Golden Gate Cloning. Methods Mol Biol 2023; 2681:47-60. [PMID: 37405642 DOI: 10.1007/978-1-0716-3279-6_4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/06/2023]
Abstract
Since its development in the 1980s, the Nobel Prize-awarded phage display technology has been one of the most commonly used in vitro selection technologies for the discovery of therapeutic and diagnostic antibodies. Besides the importance of selection strategy, one key component of the successful isolation of highly specific recombinant antibodies is the construction of high-quality phage display libraries. However, previous cloning protocols relied on a tedious multistep process with subsequent cloning steps for the introduction of first heavy and then light chain variable genetic antibody fragments (VH and VL). This resulted in reduced cloning efficiency, higher frequency of missing VH or VL sequences, as well as truncated antibody fragments. With the emergence of Golden Gate Cloning (GGC) for the generation of antibody libraries, the possibility of more facile library cloning has arisen. Here, we describe a streamlined one-step GGC strategy for the generation of camelid heavy chain only variable phage display libraries as well as the simultaneous introduction of heavy chain and light chain variable regions from the chicken into a scFv phage display vector.
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Affiliation(s)
- Christina Bauer
- Protein Engineering and Antibody Technologies (PEAT), Merck Healthcare KGaA, Darmstadt, Germany
| | - Elke Ciesielski
- Protein Engineering and Antibody Technologies (PEAT), Merck Healthcare KGaA, Darmstadt, Germany
| | - Lukas Pekar
- Protein Engineering and Antibody Technologies (PEAT), Merck Healthcare KGaA, Darmstadt, Germany
| | - Simon Krah
- Protein Engineering and Antibody Technologies (PEAT), Merck Healthcare KGaA, Darmstadt, Germany
| | - Lars Toleikis
- Protein Engineering and Antibody Technologies (PEAT), Merck Healthcare KGaA, Darmstadt, Germany
| | - Stefan Zielonka
- Protein Engineering and Antibody Technologies (PEAT), Merck Healthcare KGaA, Darmstadt, Germany
| | - Carolin Sellmann
- Protein Engineering and Antibody Technologies (PEAT), Merck Healthcare KGaA, Darmstadt, Germany.
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38
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Ch'ng ACW, Konthur Z, Lim TS. Magnetic Nanoparticle-Based Semi-automated Panning for High-Throughput Antibody Selection. Methods Mol Biol 2023; 2702:291-313. [PMID: 37679626 DOI: 10.1007/978-1-0716-3381-6_15] [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] [Indexed: 09/09/2023]
Abstract
Bio-panning is a common process involved in recombinant antibody selection against defined targets. The biopanning process aims to isolate specific antibodies against an antigen via affinity selection from a phage display library. In general, antigens are immobilized on solid surfaces such as polystyrene plastic, magnetic beads, and nitrocellulose. For high-throughput selection, semi-automated panning selection allows simultaneous panning against multiple target antigens adapting automated particle processing systems such as the KingFisher Flex. The system setup allows for minimal human intervention for pre- and post-panning steps such as antigen immobilization, phage rescue, and amplification. In addition, the platform is also adaptable to perform polyclonal and monoclonal ELISA for the evaluation process. This chapter will detail the protocols involved from the selection stage until the monoclonal ELISA evaluation with important notes attached at the end of this chapter for optimization and troubleshooting purposes.
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Affiliation(s)
- Angela Chiew Wen Ch'ng
- Institute for Reseach in Molecular Medicine, Universiti Sains Malaysia, Penang, Malaysia
| | - Zoltán Konthur
- Department of Analytical Chemistry, Reference Materials, Bundesanstalt für Materialforschung und -prüfung (BAM), Berlin, Germany
| | - Theam Soon Lim
- Institute for Reseach in Molecular Medicine, Universiti Sains Malaysia, Penang, Malaysia.
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39
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Ballmann R, Schneider KT, Roth KDR, Dübel S. Antibody Batch Cloning. Methods Mol Biol 2023; 2702:411-417. [PMID: 37679632 DOI: 10.1007/978-1-0716-3381-6_21] [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] [Indexed: 09/09/2023]
Abstract
The antigen-binding ability of each antibody clone selected by phage display is usually initially ranked by a screening ELISA using monovalent scFv antibody fragments. Further characterization often requires bivalent antibody molecules such as IgG or scFv-Fc fusions. To produce these, the V region encoding genes of selected hits have to be cloned into a mammalian expression vector and analyzed as a bivalent molecule, requiring a laborious cloning procedure. We established a high-throughput procedure allowing rapid screening of candidates in bivalent formats. This protocol allows for the parallelized cloning of all selected antibody fragments into a mammalian expression vector in the 96-well plate format. The bivalent antibody molecules can then be produced and purified in 96-well plates for further analysis in microtiter plate assays.
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Affiliation(s)
- Rico Ballmann
- Technische Universität Braunschweig, Institute of Biochemistry, Biotechnology and Bioinformatics, Braunschweig, Germany
| | - Kai-Thomas Schneider
- Technische Universität Braunschweig, Institute of Biochemistry, Biotechnology and Bioinformatics, Braunschweig, Germany
| | - Kristian Daniel Ralph Roth
- Technische Universität Braunschweig, Institute of Biochemistry, Biotechnology and Bioinformatics, Braunschweig, Germany
| | - Stefan Dübel
- Technische Universität Braunschweig, Institute of Biochemistry, Biotechnology and Bioinformatics, Braunschweig, Germany.
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40
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Pascual N, Belecciu T, Schmidt S, Nakisa A, Huang X, Woldring D. Single-Cell B-Cell Sequencing to Generate Natively Paired scFab Yeast Surface Display Libraries. Methods Mol Biol 2023; 2681:175-212. [PMID: 37405649 DOI: 10.1007/978-1-0716-3279-6_11] [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: 07/06/2023]
Abstract
The immune cell profiling capabilities of single-cell RNA sequencing (scRNA-seq) are powerful tools that can be applied to the design of theranostic monoclonal antibodies (mAbs). Using scRNA-seq to determine natively paired B-cell receptor (BCR) sequences of immunized mice as a starting point for design, this method outlines a simplified workflow to express single-chain antibody fragments (scFabs) on the surface of yeast for high-throughput characterization and further refinement with directed evolution experiments. While not extensively detailed in this chapter, this method easily accommodates the implementation of a growing body of in silico tools that improve affinity and stability among a range of other developability criteria (e.g., solubility and immunogenicity).
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Affiliation(s)
- Nathaniel Pascual
- Department of Chemical Engineering and Materials Science, Michigan State University, East Lansing, MI, USA
- Institute for Quantitative Health Sciences and Engineering, Michigan State University, East Lansing, MI, USA
| | - Theodore Belecciu
- Department of Chemical Engineering and Materials Science, Michigan State University, East Lansing, MI, USA
- Institute for Quantitative Health Sciences and Engineering, Michigan State University, East Lansing, MI, USA
| | - Sam Schmidt
- Department of Chemical Engineering and Materials Science, Michigan State University, East Lansing, MI, USA
- Institute for Quantitative Health Sciences and Engineering, Michigan State University, East Lansing, MI, USA
| | - Athar Nakisa
- Institute for Quantitative Health Sciences and Engineering, Michigan State University, East Lansing, MI, USA
- Department of Chemistry, Michigan State University, East Lansing, MI, USA
| | - Xuefei Huang
- Institute for Quantitative Health Sciences and Engineering, Michigan State University, East Lansing, MI, USA
- Department of Chemistry, Michigan State University, East Lansing, MI, USA
| | - Daniel Woldring
- Department of Chemical Engineering and Materials Science, Michigan State University, East Lansing, MI, USA.
- Institute for Quantitative Health Sciences and Engineering, Michigan State University, East Lansing, MI, USA.
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41
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Kolmar H, Grzeschik J, Könning D, Krah S, Zielonka S. Construction of Semisynthetic Shark vNAR Yeast Surface Display Antibody Libraries. Methods Mol Biol 2023; 2702:227-243. [PMID: 37679622 DOI: 10.1007/978-1-0716-3381-6_11] [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] [Indexed: 09/09/2023]
Abstract
The adaptive immune system of sharks comprises a unique heavy chain-only antibody isotype, termed immunoglobulin new antigen receptor (IgNAR), in which antigen binding is mediated by a single variable domain, referred to as vNAR. In recent years, efforts were made to harness these domains for biomedical and biotechnological applications particularly due to their high affinity and specificity combined with a small size and high stability. Herein, we describe protocols for the construction of semisynthetic, CDR3-randomized vNAR libraries for the isolation of target-specific paratopes by yeast surface display. Additionally, we provide guidance for affinity maturation of a panel of antigen-enriched vNAR domains through CDR1 diversification of the FACS-selected, antigen-enriched population and sublibrary establishment.
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Affiliation(s)
- Harald Kolmar
- Institute for Organic Chemistry and Biochemistry, Technische Universität Darmstadt, Darmstadt, Germany.
| | - Julius Grzeschik
- Institute for Organic Chemistry and Biochemistry, Technische Universität Darmstadt, Darmstadt, Germany
| | - Doreen Könning
- Antibody-Drug Conjugates and Targeted NBE Therapeutics, Merck KGaA, Darmstadt, Germany
| | - Simon Krah
- Antibody Discovery & Protein Engineering, Merck KGaA, Darmstadt, Germany
| | - Stefan Zielonka
- Institute for Organic Chemistry and Biochemistry, Technische Universität Darmstadt, Darmstadt, Germany.
- Antibody Discovery & Protein Engineering, Merck KGaA, Darmstadt, Germany.
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42
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Zielonka S, Krah S, Arras P, Lipinski B, Zimmermann J, Boje AS, Klausz K, Peipp M, Pekar L. Affinity Maturation of the Natural Ligand (B7-H6) for Natural Cytotoxicity Receptor NKp30 by Yeast Surface Display. Methods Mol Biol 2023; 2681:231-248. [PMID: 37405651 DOI: 10.1007/978-1-0716-3279-6_13] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/06/2023]
Abstract
In recent years, the development of bispecific antibodies (bsAbs) has experienced tremendous progress for disease treatment, and consequently, a plethora of bsAbs is currently scrutinized in clinical trials. Besides antibody scaffolds, multifunctional molecules referred to as immunoligands have been developed. These molecules typically harbor a natural ligand entity for the engagement of a specific receptor, while binding to the additional antigen is facilitated by an antibody-derived paratope. Immunoligands can be exploited to conditionally activate immune cells, e.g., natural killer (NK) cells, in the presence of tumor cells, ultimately causing target-dependent tumor cell lysis. However, many ligands naturally show only moderate affinities toward their cognate receptor, potentially hampering killing capacities of immunoligands. Herein, we provide protocols for yeast surface display-based affinity maturation of B7-H6, the natural ligand of NK cell-activating receptor NKp30.
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Affiliation(s)
- Stefan Zielonka
- Protein Engineering and Antibody Technologies (PEAT), Merck Healthcare KGaA, Darmstadt, Germany
- Institute for Organic Chemistry and Biochemistry, Technische Universität Darmstadt, Darmstadt, Germany
| | - Simon Krah
- Protein Engineering and Antibody Technologies (PEAT), Merck Healthcare KGaA, Darmstadt, Germany
| | - Paul Arras
- Protein Engineering and Antibody Technologies (PEAT), Merck Healthcare KGaA, Darmstadt, Germany
| | - Britta Lipinski
- Protein Engineering and Antibody Technologies (PEAT), Merck Healthcare KGaA, Darmstadt, Germany
- Institute for Organic Chemistry and Biochemistry, Technische Universität Darmstadt, Darmstadt, Germany
| | - Jasmin Zimmermann
- Protein Engineering and Antibody Technologies (PEAT), Merck Healthcare KGaA, Darmstadt, Germany
- Institute for Organic Chemistry and Biochemistry, Technische Universität Darmstadt, Darmstadt, Germany
| | - Ammelie Svea Boje
- Stem Cell Transplantation and Immunotherapy, Division of Antibody-Based Immunotherapy, Department of Medicine II, Christian Albrechts University Kiel and University Medical Center Schleswig-Holstein, Kiel, Germany
| | - Katja Klausz
- Stem Cell Transplantation and Immunotherapy, Division of Antibody-Based Immunotherapy, Department of Medicine II, Christian Albrechts University Kiel and University Medical Center Schleswig-Holstein, Kiel, Germany
| | - Matthias Peipp
- Stem Cell Transplantation and Immunotherapy, Division of Antibody-Based Immunotherapy, Department of Medicine II, Christian Albrechts University Kiel and University Medical Center Schleswig-Holstein, Kiel, Germany
| | - Lukas Pekar
- Protein Engineering and Antibody Technologies (PEAT), Merck Healthcare KGaA, Darmstadt, Germany.
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43
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DeLuca KF, Mick JE, DeLuca JG. Production and purification of recombinant monoclonal antibodies from human cells based on a primary sequence. STAR Protoc 2022; 3:101915. [PMID: 36595892 PMCID: PMC9763751 DOI: 10.1016/j.xpro.2022.101915] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2022] [Revised: 10/26/2022] [Accepted: 11/16/2022] [Indexed: 12/14/2022] Open
Abstract
There are challenges to using commercially available antibodies generated in animals, including concerns with reproducibility, high costs, and ethical issues. Here, we present a protocol for generating and purifying recombinant antibodies from human HEK293 suspension culture cells from a primary sequence. We describe the steps to generate antibody heavy and light chain plasmids, followed by transfection of the plasmids into cells and purification of antibodies. This protocol can produce high-yield recombinant monoclonal antibodies at a relatively low cost. For complete details on the use and execution of this protocol, please refer to DeLuca et al. (2021).1.
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Affiliation(s)
- Keith F DeLuca
- Department of Biochemistry and Molecular Biology, Colorado State University, Fort Collins, CO, USA
| | - Jeanne E Mick
- Department of Biochemistry and Molecular Biology, Colorado State University, Fort Collins, CO, USA
| | - Jennifer G DeLuca
- Department of Biochemistry and Molecular Biology, Colorado State University, Fort Collins, CO, USA.
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44
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Raeisi H, Azimirad M, Asadzadeh Aghdaei H, Yadegar A, Zali MR. Rapid-format recombinant antibody-based methods for the diagnosis of Clostridioides difficile infection: Recent advances and perspectives. Front Microbiol 2022; 13:1043214. [PMID: 36523835 PMCID: PMC9744969 DOI: 10.3389/fmicb.2022.1043214] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2022] [Accepted: 10/13/2022] [Indexed: 08/30/2023] Open
Abstract
Clostridioides difficile, the most common cause of nosocomial diarrhea, has been continuously reported as a worldwide problem in healthcare settings. Additionally, the emergence of hypervirulent strains of C. difficile has always been a critical concern and led to continuous efforts to develop more accurate diagnostic methods for detection of this recalcitrant pathogen. Currently, the diagnosis of C. difficile infection (CDI) is based on clinical manifestations and laboratory tests for detecting the bacterium and/or its toxins, which exhibit varied sensitivity and specificity. In this regard, development of rapid diagnostic techniques based on antibodies has demonstrated promising results in both research and clinical environments. Recently, application of recombinant antibody (rAb) technologies like phage display has provided a faster and more cost-effective approach for antibody production. The application of rAbs for developing ultrasensitive diagnostic tools ranging from immunoassays to immunosensors, has allowed the researchers to introduce new platforms with high sensitivity and specificity. Additionally, DNA encoding antibodies are directly accessible in these approaches, which enables the application of antibody engineering to increase their sensitivity and specificity. Here, we review the latest studies about the antibody-based ultrasensitive diagnostic platforms for detection of C. difficile bacteria, with an emphasis on rAb technologies.
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Affiliation(s)
- Hamideh Raeisi
- Foodborne and Waterborne Diseases Research Center, Research Institute for Gastroenterology and Liver Diseases, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Masoumeh Azimirad
- Foodborne and Waterborne Diseases Research Center, Research Institute for Gastroenterology and Liver Diseases, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Hamid Asadzadeh Aghdaei
- Basic and Molecular Epidemiology of Gastrointestinal Disorders Research Center, Research Institute for Gastroenterology and Liver Diseases, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Abbas Yadegar
- Foodborne and Waterborne Diseases Research Center, Research Institute for Gastroenterology and Liver Diseases, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Mohammad Reza Zali
- Gastroenterology and Liver Diseases Research Center, Research Institute for Gastroenterology and Liver Diseases, Shahid Beheshti University of Medical Sciences, Tehran, Iran
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45
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Klausz K, Pekar L, Boje AS, Gehlert CL, Krohn S, Gupta T, Xiao Y, Krah S, Zaynagetdinov R, Lipinski B, Toleikis L, Poetzsch S, Rabinovich B, Peipp M, Zielonka S. Multifunctional NK Cell–Engaging Antibodies Targeting EGFR and NKp30 Elicit Efficient Tumor Cell Killing and Proinflammatory Cytokine Release. THE JOURNAL OF IMMUNOLOGY 2022; 209:1724-1735. [DOI: 10.4049/jimmunol.2100970] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/08/2021] [Accepted: 08/23/2022] [Indexed: 01/04/2023]
Abstract
Abstract
In this work, we have generated novel Fc-comprising NK cell engagers (NKCEs) that bridge human NKp30 on NK cells to human epidermal growth factor receptor (EGFR) on tumor cells. Camelid-derived VHH single-domain Abs specific for human NKp30 and a humanized Fab derived from the EGFR-specific therapeutic Ab cetuximab were used as binding arms. By combining camelid immunization with yeast surface display, we were able to isolate a diverse panel of NKp30-specific VHHs against different epitopes on NKp30. Intriguingly, NKCEs built with VHHs that compete for binding to NKp30 with B7-H6, the natural ligand of NKp30, were significantly more potent in eliciting tumor cell lysis of EGFR-positive tumor cells than NKCEs harboring VHHs that target different epitopes on NKp30 from B7-H6. We demonstrate that the NKCEs can be further improved with respect to killing capabilities by concomitant engagement of FcγRIIIa and that soluble B7-H6 does not impede cytolytic capacities of all scrutinized NKCEs at significantly higher B7-H6 concentrations than observed in cancer patients. Moreover, we show that physiological processes requiring interactions between membrane-bound B7-H6 and NKp30 on NK cells are unaffected by noncompeting NKCEs still eliciting tumor cell killing at low picomolar concentrations. Ultimately, the NKCEs generated in this study were significantly more potent in eliciting NK cell–mediated tumor cell lysis than cetuximab and elicited a robust release of proinflammatory cytokines, both features which might be beneficial for antitumor therapy.
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Affiliation(s)
- Katja Klausz
- *Division of Antibody-Based Immunotherapy, Department of Internal Medicine II, University Hospital Schleswig-Holstein and Christian Albrechts University Kiel, Kiel, Germany
| | - Lukas Pekar
- †Protein Engineering and Antibody Technologies, Merck Healthcare KGaA, Darmstadt, Germany
| | - Ammelie Svea Boje
- *Division of Antibody-Based Immunotherapy, Department of Internal Medicine II, University Hospital Schleswig-Holstein and Christian Albrechts University Kiel, Kiel, Germany
| | - Carina Lynn Gehlert
- *Division of Antibody-Based Immunotherapy, Department of Internal Medicine II, University Hospital Schleswig-Holstein and Christian Albrechts University Kiel, Kiel, Germany
| | - Steffen Krohn
- *Division of Antibody-Based Immunotherapy, Department of Internal Medicine II, University Hospital Schleswig-Holstein and Christian Albrechts University Kiel, Kiel, Germany
| | - Tushar Gupta
- ‡Protein Engineering and Antibody Technologies, EMD Serono Research & Development Institute, Inc., Billerica, MA
| | - Yanping Xiao
- §Department of Oncology and Immuno-oncology, EMD Serono Research & Development Institute, Inc., Billerica, MA
| | - Simon Krah
- †Protein Engineering and Antibody Technologies, Merck Healthcare KGaA, Darmstadt, Germany
| | - Rinat Zaynagetdinov
- §Department of Oncology and Immuno-oncology, EMD Serono Research & Development Institute, Inc., Billerica, MA
| | - Britta Lipinski
- †Protein Engineering and Antibody Technologies, Merck Healthcare KGaA, Darmstadt, Germany
- ¶Institute for Organic Chemistry and Biochemistry, Technical University of Darmstadt, Darmstadt, Germany; and
| | - Lars Toleikis
- †Protein Engineering and Antibody Technologies, Merck Healthcare KGaA, Darmstadt, Germany
| | - Sven Poetzsch
- ‖Strategic Innovation, Merck Healthcare KGaA, Darmstadt, Germany
| | - Brian Rabinovich
- §Department of Oncology and Immuno-oncology, EMD Serono Research & Development Institute, Inc., Billerica, MA
| | - Matthias Peipp
- *Division of Antibody-Based Immunotherapy, Department of Internal Medicine II, University Hospital Schleswig-Holstein and Christian Albrechts University Kiel, Kiel, Germany
| | - Stefan Zielonka
- †Protein Engineering and Antibody Technologies, Merck Healthcare KGaA, Darmstadt, Germany
- ¶Institute for Organic Chemistry and Biochemistry, Technical University of Darmstadt, Darmstadt, Germany; and
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Mark JKK, Lim CSY, Nordin F, Tye GJ. Expression of mammalian proteins for diagnostics and therapeutics: a review. Mol Biol Rep 2022; 49:10593-10608. [PMID: 35674877 PMCID: PMC9175168 DOI: 10.1007/s11033-022-07651-3] [Citation(s) in RCA: 1] [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: 12/20/2021] [Accepted: 05/25/2022] [Indexed: 11/07/2022]
Abstract
BACKGROUND Antibodies have proven to be remarkably successful for biomedical applications. They play important roles in epidemiology and medicine from diagnostics of diseases to therapeutics, treating diseases from incessant chronic diseases such as rheumatology to pandemic outbreaks. With no end in sight for the demand for antibody products, optimizations and new techniques must be expanded to accommodate this. METHODS AND RESULTS This review discusses optimizations and techniques for antibody production through choice of discovery platforms, expression systems, cell culture mediums, and other strategies to increase expression yield. Each system has its own merits and demerits, and the strategy chosen is critical in addressing various biological aspects. CONCLUSIONS There is still insufficient evidence to validate the efficacy of some of these techniques, and further research is needed to consolidate these industrial production systems. There is no doubt that more strategies, systems, and pipelines will contribute to enhance biopharmaceutical production.
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Affiliation(s)
- Jacqueline Kar Kei Mark
- Institute for Research in Molecular Medicine (INFORMM), Universiti Sains Malaysia, 11800, Penang, Minden, Malaysia
| | - Crystale Siew Ying Lim
- Department of Biotechnology, Faculty of Applied Sciences, UCSI University, No 1 Jalan Menara Gading, UCSI Heights, Taman Connaught, 56000, Kuala Lumpur, Cheras, Malaysia
| | - Fazlina Nordin
- Tissue Engineering Centre (TEC), Universiti Kebangsaan Malaysia Medical Centre (UKMMC), 56000, Kuala Lumpur, Cheras, Malaysia
| | - Gee Jun Tye
- Institute for Research in Molecular Medicine (INFORMM), Universiti Sains Malaysia, 11800, Penang, Minden, Malaysia.
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47
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Raeisi H, Azimirad M, Nabavi-Rad A, Asadzadeh Aghdaei H, Yadegar A, Zali MR. Application of recombinant antibodies for treatment of Clostridioides difficile infection: Current status and future perspective. Front Immunol 2022; 13:972930. [PMID: 36081500 PMCID: PMC9445313 DOI: 10.3389/fimmu.2022.972930] [Citation(s) in RCA: 8] [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: 06/19/2022] [Accepted: 08/03/2022] [Indexed: 11/13/2022] Open
Abstract
Clostridioides difficile (C. difficile), known as the major cause of antibiotic-associated diarrhea, is regarded as one of the most common healthcare-associated bacterial infections worldwide. Due to the emergence of hypervirulent strains, development of new therapeutic methods for C. difficile infection (CDI) has become crucially important. In this context, antibodies have been introduced as valuable tools in the research and clinical environments, as far as the effectiveness of antibody therapy for CDI was reported in several clinical investigations. Hence, production of high-performance antibodies for treatment of CDI would be precious. Traditional approaches of antibody generation are based on hybridoma technology. Today, application of in vitro technologies for generating recombinant antibodies, like phage display, is considered as an appropriate alternative to hybridoma technology. These techniques can circumvent the limitations of the immune system and they can be exploited for production of antibodies against different types of biomolecules in particular active toxins. Additionally, DNA encoding antibodies is directly accessible in in vitro technologies, which enables the application of antibody engineering in order to increase their sensitivity and specificity. Here, we review the application of antibodies for CDI treatment with an emphasis on recombinant fragment antibodies. Also, this review highlights the current and future prospects of the aforementioned approaches for antibody-mediated therapy of CDI.
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Affiliation(s)
- Hamideh Raeisi
- Foodborne and Waterborne Diseases Research Center, Research Institute for Gastroenterology and Liver Diseases, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Masoumeh Azimirad
- Foodborne and Waterborne Diseases Research Center, Research Institute for Gastroenterology and Liver Diseases, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Ali Nabavi-Rad
- Foodborne and Waterborne Diseases Research Center, Research Institute for Gastroenterology and Liver Diseases, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Hamid Asadzadeh Aghdaei
- Basic and Molecular Epidemiology of Gastrointestinal Disorders Research Center, Research Institute for Gastroenterology and Liver Diseases, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Abbas Yadegar
- Foodborne and Waterborne Diseases Research Center, Research Institute for Gastroenterology and Liver Diseases, Shahid Beheshti University of Medical Sciences, Tehran, Iran
- *Correspondence: Abbas Yadegar, ;
| | - Mohammad Reza Zali
- Gastroenterology and Liver Diseases Research Center, Research Institute for Gastroenterology and Liver Diseases, Shahid Beheshti University of Medical Sciences, Tehran, Iran
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48
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Fiebig D, Bogen JP, Carrara SC, Deweid L, Zielonka S, Grzeschik J, Hock B, Kolmar H. Streamlining the Transition From Yeast Surface Display of Antibody Fragment Immune Libraries to the Production as IgG Format in Mammalian Cells. Front Bioeng Biotechnol 2022; 10:794389. [PMID: 35620472 PMCID: PMC9127228 DOI: 10.3389/fbioe.2022.794389] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2021] [Accepted: 04/20/2022] [Indexed: 01/18/2023] Open
Abstract
Yeast-surface display (YSD) is commonly applied to screen Fab immune or naïve libraries for binders of predefined target molecules. However, reformatting of isolated variants represents a time-intensive bottleneck. Herein, we present a novel approach to facilitate a lean transition from antibody screening using YSD Fab libraries to the production of full-length IgG antibodies in Expi293-F cells. In this study, utilizing Golden Gate Cloning (GGC) and a bidirectional promoter system, an exemplary Fab-displaying YSD library was generated based on immunised transgene rats. After subsequent screening for antigen-specific antibody candidates by fluorescence-activated cell sorting (FACS), the Fab-encoding genes were subcloned into a bidirectional mammalian expression vector, exhibiting CH2-CH3 encoding genes, in a GGC-mediated, PCR-free manner. This novel, straightforward and time-saving workflow allows the VH/VL pairing to be preserved. This study resulted in antibody variants exhibiting suitable biophysical properties and covered a broad VH diversity after two rounds of FACS screening, as revealed by NGS analysis. Ultimately, we demonstrate that the implication of such a gene transfer system streamlines antibody hit discovery efforts, allowing the faster characterisation of antibodies against a plethora of targets that may lead to new therapeutic agents.
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Affiliation(s)
- David Fiebig
- Institute for Organic Chemistry and Biochemistry, Technical University of Darmstadt, Darmstadt, Germany.,Ferring Darmstadt Laboratories, Darmstadt, Germany
| | - Jan P Bogen
- Institute for Organic Chemistry and Biochemistry, Technical University of Darmstadt, Darmstadt, Germany.,Ferring Darmstadt Laboratories, Darmstadt, Germany
| | - Stefania C Carrara
- Institute for Organic Chemistry and Biochemistry, Technical University of Darmstadt, Darmstadt, Germany.,Ferring Darmstadt Laboratories, Darmstadt, Germany
| | - Lukas Deweid
- Institute for Organic Chemistry and Biochemistry, Technical University of Darmstadt, Darmstadt, Germany.,Ferring Darmstadt Laboratories, Darmstadt, Germany
| | - Stefan Zielonka
- Institute for Organic Chemistry and Biochemistry, Technical University of Darmstadt, Darmstadt, Germany
| | | | - Björn Hock
- Ferring Biologics Innovation Centre, Epalinges, Switzerland
| | - Harald Kolmar
- Institute for Organic Chemistry and Biochemistry, Technical University of Darmstadt, Darmstadt, Germany.,Centre for Synthetic Biology, Technical University of Darmstadt, Darmstadt, Germany
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49
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Mammalian Display Platform for the Maturation of Bispecific TCR-Based Molecules. Antibodies (Basel) 2022; 11:antib11020034. [PMID: 35645207 PMCID: PMC9150015 DOI: 10.3390/antib11020034] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2022] [Revised: 04/22/2022] [Accepted: 04/29/2022] [Indexed: 02/06/2023] Open
Abstract
Bispecific T cell receptor (TCR)-based molecules capable of redirecting and activating T cells towards tumor cells represent a novel and promising class of biotherapeutics for the treatment of cancer. Usage of TCRs allows for targeting of intracellularly expressed and highly selective cancer antigens, but also requires a complex maturation process to increase the naturally low affinity and stability of TCRs. Even though TCR domains can be matured via phage and yeast display, these techniques share the disadvantages of non-human glycosylation patterns and the need for a later reformatting into the final bispecific format. Here, we describe the development and application of a Chinese Hamster Ovary (CHO) display for affinity engineering of TCRs in the context of the final bispecific TCR format. The recombinase-mediated cassette exchange (RCME)-based system allows for stable, single-copy integration of bispecific TCR molecules with high efficiency into a defined genetic locus of CHO cells. We used the system to isolate affinity-increased variants of bispecific T cell engaging receptor (TCER) molecules from a library encoding different CDR variants of a model TCR targeting preferentially expressed antigen in melanoma (PRAME). When expressed as a soluble protein, the selected TCER molecules exhibited strong reactivity against PRAME-positive tumor cells associated with a pronounced cytokine release from activated T cells. The obtained data support the usage of the CHO display-based maturation system for TCR affinity maturation in the context of the final bispecific TCER format.
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50
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Velappan N, Nguyen HB, Micheva-Viteva S, Bedinger D, Ye C, Mangadu B, Watts AJ, Meagher R, Bradfute S, Hu B, Waldo GS, Lillo AM. Healthy humans can be a source of antibodies countering COVID-19. Bioengineered 2022; 13:12598-12624. [PMID: 35599623 PMCID: PMC9275966 DOI: 10.1080/21655979.2022.2076390] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2022] [Revised: 04/13/2022] [Accepted: 05/06/2022] [Indexed: 11/05/2022] Open
Abstract
Here, we describe the isolation of 18 unique anti SARS-CoV-2 human single-chain antibodies from an antibody library derived from healthy donors. The selection used a combination of phage and yeast display technologies and included counter-selection strategies meant to direct the selection of the receptor-binding motif (RBM) of SARS-CoV-2 spike protein's receptor binding domain (RBD2). Selected antibodies were characterized in various formats including IgG, using flow cytometry, ELISA, high throughput SPR, and fluorescence microscopy. We report antibodies' RBD2 recognition specificity, binding affinity, and epitope diversity, as well as ability to block RBD2 binding to the human receptor angiotensin-converting enzyme 2 (ACE2) and to neutralize authentic SARS-CoV-2 virus infection in vitro. We present evidence supporting that: 1) most of our antibodies (16 out of 18) selectively recognize RBD2; 2) the best performing 8 antibodies target eight different epitopes of RBD2; 3) one of the pairs tested in sandwich assays detects RBD2 with sub-picomolar sensitivity; and 4) two antibody pairs inhibit SARS-CoV-2 infection at low nanomolar half neutralization titers. Based on these results, we conclude that our antibodies have high potential for therapeutic and diagnostic applications. Importantly, our results indicate that readily available non immune (naïve) antibody libraries obtained from healthy donors can be used to select high-quality monoclonal antibodies, bypassing the need for blood of infected patients, and offering a widely accessible and low-cost alternative to more sophisticated and expensive antibody selection approaches (e.g. single B cell analysis and natural evolution in humanized mice).
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Affiliation(s)
- Nileena Velappan
- Biosciences Division, Los Alamos National Laboratory, Los Alamos, NM87547, USA
| | - Hau B. Nguyen
- Biosciences Division, Los Alamos National Laboratory, Los Alamos, NM87547, USA
| | | | - Daniel Bedinger
- Experimental division, Carterra Inc, Walnut Creek, CA, 94568, USA
| | - Chunyan Ye
- Center for Global Health and Department of Internal Medicine, University of New Mexico Health Sciences Center, Albuquerque, NM, 87131, USA
| | - Betty Mangadu
- Biotechnology and Bioengineering Department, Sandia National Laboratories, Livermore, CA, 94551, USA
| | - Austin J. Watts
- Biosciences Division, Los Alamos National Laboratory, Los Alamos, NM87547, USA
- Experimental division, Carterra Inc, Walnut Creek, CA, 94568, USA
- Center for Global Health and Department of Internal Medicine, University of New Mexico Health Sciences Center, Albuquerque, NM, 87131, USA
- Biotechnology and Bioengineering Department, Sandia National Laboratories, Livermore, CA, 94551, USA
| | - Robert Meagher
- Biotechnology and Bioengineering Department, Sandia National Laboratories, Livermore, CA, 94551, USA
| | - Steven Bradfute
- Center for Global Health and Department of Internal Medicine, University of New Mexico Health Sciences Center, Albuquerque, NM, 87131, USA
| | - Bin Hu
- Biosciences Division, Los Alamos National Laboratory, Los Alamos, NM87547, USA
| | - Geoffrey S. Waldo
- Biosciences Division, Los Alamos National Laboratory, Los Alamos, NM87547, USA
| | - Antonietta M. Lillo
- Biosciences Division, Los Alamos National Laboratory, Los Alamos, NM87547, USA
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