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Affinity maturation: highlights in the application of in vitro strategies for the directed evolution of antibodies. Emerg Top Life Sci 2021; 5:601-608. [PMID: 33660765 PMCID: PMC8726058 DOI: 10.1042/etls20200331] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2020] [Revised: 02/16/2021] [Accepted: 02/23/2021] [Indexed: 01/04/2023]
Abstract
Affinity maturation is a key technique in protein engineering which is used to improve affinity and binding interactions in vitro, a process often required to fulfil the therapeutic potential of antibodies. There are many available display technologies and maturation methods developed over the years, which have been instrumental in the production of therapeutic antibodies. However, due to the inherent limitations in display capacity of these technologies, accommodation of expansive and complex library builds is still a challenge. In this article, we discuss our recent efforts in the affinity maturation of a difficult antibody lineage using an unbiased approach, which sought to explore a larger sequence space through the application of DNA recombination and shuffling techniques across the entire antibody region and selections using ribosome display. We also highlight the key features of several display technologies and diversification methods, and discuss the strategies devised by different groups in response to different challenges. Particular attention is drawn to examples which are aimed at the expansion of sequence, structural or experimental diversity through different means and approaches. Here, we provide our perspectives on these methodologies and the considerations involved in the design of effective strategies for the directed evolution of antibodies.
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2
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Chan DTY, Jenkinson L, Haynes SW, Austin M, Diamandakis A, Burschowsky D, Seewooruthun C, Addyman A, Fiedler S, Ryman S, Whitehouse J, Slater LH, Gowans E, Shibata Y, Barnard M, Wilkinson RW, Vaughan TJ, Holt SV, Cerundolo V, Carr MD, Groves MAT. Extensive sequence and structural evolution of Arginase 2 inhibitory antibodies enabled by an unbiased approach to affinity maturation. Proc Natl Acad Sci U S A 2020; 117:16949-16960. [PMID: 32616569 PMCID: PMC7382286 DOI: 10.1073/pnas.1919565117] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Affinity maturation is a powerful technique in antibody engineering for the in vitro evolution of antigen binding interactions. Key to the success of this process is the expansion of sequence and combinatorial diversity to increase the structural repertoire from which superior binding variants may be selected. However, conventional strategies are often restrictive and only focus on small regions of the antibody at a time. In this study, we used a method that combined antibody chain shuffling and a staggered-extension process to produce unbiased libraries, which recombined beneficial mutations from all six complementarity-determining regions (CDRs) in the affinity maturation of an inhibitory antibody to Arginase 2 (ARG2). We made use of the vast display capacity of ribosome display to accommodate the sequence space required for the diverse library builds. Further diversity was introduced through pool maturation to optimize seven leads of interest simultaneously. This resulted in antibodies with substantial improvements in binding properties and inhibition potency. The extensive sequence changes resulting from this approach were translated into striking structural changes for parent and affinity-matured antibodies bound to ARG2, with a large reorientation of the binding paratope facilitating increases in contact surface and shape complementarity to the antigen. The considerable gains in therapeutic properties seen from extensive sequence and structural evolution of the parent ARG2 inhibitory antibody clearly illustrate the advantages of the unbiased approach developed, which was key to the identification of high-affinity antibodies with the desired inhibitory potency and specificity.
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Affiliation(s)
- Denice T Y Chan
- Cancer Research UK-AstraZeneca Antibody Alliance Laboratory, CB21 6GP Cambridge, United Kingdom
| | - Lesley Jenkinson
- Cancer Research UK-AstraZeneca Antibody Alliance Laboratory, CB21 6GP Cambridge, United Kingdom
| | - Stuart W Haynes
- Cancer Research UK-AstraZeneca Antibody Alliance Laboratory, CB21 6GP Cambridge, United Kingdom
| | - Mark Austin
- Cancer Research UK-AstraZeneca Antibody Alliance Laboratory, CB21 6GP Cambridge, United Kingdom
- Antibody Discovery & Protein Engineering, BioPharmaceuticals Research & Development, AstraZeneca, CB21 6GH Cambridge, United Kingdom
| | - Agata Diamandakis
- Cancer Research UK-AstraZeneca Antibody Alliance Laboratory, CB21 6GP Cambridge, United Kingdom
| | - Daniel Burschowsky
- Leicester Institute of Structural and Chemical Biology, University of Leicester, LE1 7HB Leicester, United Kingdom
- Department of Molecular and Cell Biology, University of Leicester, LE1 7HB Leicester, United Kingdom
| | - Chitra Seewooruthun
- Leicester Institute of Structural and Chemical Biology, University of Leicester, LE1 7HB Leicester, United Kingdom
- Department of Molecular and Cell Biology, University of Leicester, LE1 7HB Leicester, United Kingdom
| | - Alexandra Addyman
- Cancer Research UK-AstraZeneca Antibody Alliance Laboratory, CB21 6GP Cambridge, United Kingdom
| | - Sebastian Fiedler
- Cancer Research UK-AstraZeneca Antibody Alliance Laboratory, CB21 6GP Cambridge, United Kingdom
| | - Stephanie Ryman
- Cancer Research UK-AstraZeneca Antibody Alliance Laboratory, CB21 6GP Cambridge, United Kingdom
| | - Jessica Whitehouse
- Cancer Research UK-AstraZeneca Antibody Alliance Laboratory, CB21 6GP Cambridge, United Kingdom
| | - Louise H Slater
- Cancer Research UK-AstraZeneca Antibody Alliance Laboratory, CB21 6GP Cambridge, United Kingdom
| | - Ellen Gowans
- Cancer Research UK-AstraZeneca Antibody Alliance Laboratory, CB21 6GP Cambridge, United Kingdom
| | - Yoko Shibata
- Cancer Research UK-AstraZeneca Antibody Alliance Laboratory, CB21 6GP Cambridge, United Kingdom
| | - Michelle Barnard
- Cancer Research UK-AstraZeneca Antibody Alliance Laboratory, CB21 6GP Cambridge, United Kingdom
| | - Robert W Wilkinson
- Early Oncology Discovery, Oncology Research & Development, AstraZeneca, CB21 6GH Cambridge, United Kingdom
| | - Tristan J Vaughan
- Antibody Discovery & Protein Engineering, BioPharmaceuticals Research & Development, AstraZeneca, CB21 6GH Cambridge, United Kingdom
| | - Sarah V Holt
- Cancer Research UK-AstraZeneca Antibody Alliance Laboratory, CB21 6GP Cambridge, United Kingdom
| | - Vincenzo Cerundolo
- Medical Research Council Human Immunology Unit, Weatherall Institute of Molecular Medicine, University of Oxford, OX3 9DS Oxford, United Kingdom
| | - Mark D Carr
- Leicester Institute of Structural and Chemical Biology, University of Leicester, LE1 7HB Leicester, United Kingdom;
- Department of Molecular and Cell Biology, University of Leicester, LE1 7HB Leicester, United Kingdom
| | - Maria A T Groves
- Cancer Research UK-AstraZeneca Antibody Alliance Laboratory, CB21 6GP Cambridge, United Kingdom;
- Antibody Discovery & Protein Engineering, BioPharmaceuticals Research & Development, AstraZeneca, CB21 6GH Cambridge, United Kingdom
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3
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Ribosome Display Technology: Applications in Disease Diagnosis and Control. Antibodies (Basel) 2020; 9:antib9030028. [PMID: 32605027 PMCID: PMC7551589 DOI: 10.3390/antib9030028] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2020] [Revised: 06/06/2020] [Accepted: 06/08/2020] [Indexed: 12/28/2022] Open
Abstract
Antibody ribosome display remains one of the most successful in vitro selection technologies for antibodies fifteen years after it was developed. The unique possibility of direct generation of whole proteins, particularly single-chain antibody fragments (scFvs), has facilitated the establishment of this technology as one of the foremost antibody production methods. Ribosome display has become a vital tool for efficient and low-cost production of antibodies for diagnostics due to its advantageous ability to screen large libraries and generate binders of high affinity. The remarkable flexibility of this method enables its applicability to various platforms. This review focuses on the applications of ribosome display technology in biomedical and agricultural fields in the generation of recombinant scFvs for disease diagnostics and control.
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4
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Tabasinezhad M, Talebkhan Y, Wenzel W, Rahimi H, Omidinia E, Mahboudi F. Trends in therapeutic antibody affinity maturation: From in-vitro towards next-generation sequencing approaches. Immunol Lett 2019; 212:106-113. [PMID: 31247224 DOI: 10.1016/j.imlet.2019.06.009] [Citation(s) in RCA: 29] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2019] [Revised: 06/08/2019] [Accepted: 06/24/2019] [Indexed: 12/12/2022]
Abstract
Current advances in antibody engineering driving the strongest growth area in biotherapeutic agents development. Affinity improvement that is mainly important for biological activity and clinical efficacy of therapeutic antibodies, has still remained a challenging task. In the human body, during a course of immune response affinity maturation increase antibody activity by several rounds of somatic hypermutation and clonal selection in the germinal center. The final outputs are antibodies representing higher affinity and specificity against a particular antigen. In the realm of biotechnology, exploring of mutations which improve antibody affinity while preserving its specificity and stability is an extremely time-consuming and laborious process. Recent advances in computational algorithms and DNA sequencing technologies help researchers to redesign antibody structure to achieve desired properties such as improved binding affinity. In this review, we briefly described the principle of affinity maturation and different corresponding in vitro techniques. Also, we recapitulated the most recent advancements in the field of antibody affinity maturation including computational approaches and next-generation sequencing (NGS).
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Affiliation(s)
- Maryam Tabasinezhad
- Biotechnology Research Centre, Pasteur Institute of Iran, Tehran, Iran; Institute of Nanotechnology, Karlsruhe Institute of Technology, Karlsruhe, Germany
| | - Yeganeh Talebkhan
- Biotechnology Research Centre, Pasteur Institute of Iran, Tehran, Iran
| | - Wolfgang Wenzel
- Institute of Nanotechnology, Karlsruhe Institute of Technology, Karlsruhe, Germany
| | - Hamzeh Rahimi
- Molecular Medicine Department, Pasteur Institute of Iran, Tehran, Iran
| | - Eskandar Omidinia
- Genetics & Metabolism Research Centre, Pasteur Institute of Iran, Tehran, Iran.
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5
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Wang Y, Dzakah EE, Kang Y, Cai Y, Wu P, Tang B, Li R, He X. A sensitive and rapid chemiluminescence immunoassay for point-of-care testing (POCT) of copeptin in serum based on high-affinity monoclonal antibodies via cytokine-assisted immunization. Int J Nanomedicine 2019; 14:4293-4307. [PMID: 31354261 PMCID: PMC6580123 DOI: 10.2147/ijn.s200556] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2019] [Accepted: 04/03/2019] [Indexed: 12/30/2022] Open
Abstract
Purpose: Antibodies are key reagents in the development of immunoassay. We attempted to develop high-performance CPP immunoassays using high-affinity monoclonal antibodies prepared via cytokine-assisted immunization. Methods: We used fetal liver tyrosine kinase 3 ligand (Flt3L), CC subtype chemokine ligand 20 (CCL20), and granulocyte-macrophage colony-stimulating factor (GM-CSF) to assist traditional subcutaneous immunization of preparing high-affinity monoclonal antibodies, and further to develop high-performance immunoassay methods for CPP. Results: This novel immune strategy significantly enhanced immune response against CPP. Six anti-CPP monoclonal antibodies (mAbs) with high affinity were successfully screened and selected for application in a fully automated magnetic chemiluminescence immunoassay (CLIA). This robust and rapid assay can efficiently detect CPP in the range of 1.2–1250 pmol L–1 with a detection limit of 6.25 pmol L–1. Significantly, the whole incubation process can be completed in 30 min as compared to about 4.5 hr for the control ELISA kit. Furthermore, this assay exhibited high sensitivity and specificity, low intra-assay and inter-assay coefficients of variation (CVs < 15%). The developed assay was applied in the detection of CPP in 115 random serum samples and results showed a high correlation with data obtained using a commercially available ELISA kit (correlation coefficient, 0.9737). Conclusion: Our assay could be applied in the point-of-care testing of CPP in the serum samples, and also the method developed in this study could be adopted to explore the detection and diagnosis of other biomarkers for various diseases.
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Affiliation(s)
- Yu Wang
- College of Food Science and Engineering, South China University of Technology, Guangzhou 510641, People's Republic of China
| | - Emmanuel Enoch Dzakah
- Dermatology Hospital, Southern Medical University, Guangzhou 510091, People's Republic of China.,Department of Molecular Biology and Biotechnology, School of Biological Sciences, College of Agriculture and Natural Sciences, University of Cape Coast, Cape Coast, Ghana
| | - Ye Kang
- College of Food Science and Engineering, South China University of Technology, Guangzhou 510641, People's Republic of China
| | - Yanxue Cai
- School of Chemical Engineering and Energy Technology, Dongguan University of Technology, Dongguan 523808, People's Republic of China
| | - Peidian Wu
- National & Local United Engineering Lab of Rapid Diagnostic Test, Guangzhou Wondfo Biotech Co., Ltd, Guangzhou 5l0663, People's Republic of China
| | - Bo Tang
- National & Local United Engineering Lab of Rapid Diagnostic Test, Guangzhou Wondfo Biotech Co., Ltd, Guangzhou 5l0663, People's Republic of China
| | - Run Li
- National & Local United Engineering Lab of Rapid Diagnostic Test, Guangzhou Wondfo Biotech Co., Ltd, Guangzhou 5l0663, People's Republic of China
| | - Xiaowei He
- College of Food Science and Engineering, South China University of Technology, Guangzhou 510641, People's Republic of China
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6
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Huang S, Feng L, An G, Zhang X, Zhao Z, Han R, Lei F, Zhang Y, Luo A, Jing X, Zhao L, Gu S, Zhao X, Zhang L. Ribosome display and selection of single-chain variable fragments effectively inhibit growth and progression of microspheres in vitro and in vivo. Cancer Sci 2018; 109:1503-1512. [PMID: 29575477 PMCID: PMC5980252 DOI: 10.1111/cas.13574] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2017] [Revised: 03/06/2018] [Accepted: 03/09/2018] [Indexed: 12/14/2022] Open
Abstract
Distinguishing the surface markers of cancer stem cells (CSCs) is a useful method for early diagnosis and treatment of tumors, as CSCs may participate in tumorigenesis and metastasis by migrating into the circulatory system. However, the potential targets of CSCs are expressed at low levels in the natural state and are always changing. Thus, dynamic screening has been reported to be an effective measure for exploring CSC markers. In recent years, diverse single-chain variable fragments (scFvs) have been widely used in immunotherapy. In this study, we determined that the scFvs, screened using RD, had a high affinity to microspheres and could inhibit their progression. We also observed that the selected scFvs underwent evolution in vitro, and antitumor-associated proteins were successfully expressed. Combined with chemotherapy, the scFvs had a synergistic effect on the inhibition of the microspheres' progression in vitro and in vivo, which could be ascribed to their high affinity for stem-like cells and the inhibition of the microspheres' collective behaviors. In addition, proteins inhibiting CD44+ /CD24+ and MAPK were involved. Our data indicated that dynamic screening of the scFvs in a natural state was of great significance in the inhibition of the microspheres in vitro and in vivo.
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Affiliation(s)
- Shangke Huang
- Department of Medical Oncology, the First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China
| | - Lu Feng
- Department of Medical Oncology, the First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China
| | - Gaili An
- Department of Clinical Oncology, Shaanxi Provincial People's Hospital, Xi'an, China
| | - Xiaojin Zhang
- Department of The Medical School of Shaoxing University, Shaoxing, China
| | - Zixuan Zhao
- Elite Property Management Ltd., Saskatoon, SK, Canada
| | - Rui Han
- Department of Medical Oncology, the First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China
| | - Fuxi Lei
- Department of Medical Oncology, the First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China
| | - Yujiao Zhang
- Department of Medical Oncology, the First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China
| | - Anqi Luo
- Department of Medical Oncology, the First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China
| | - Xin Jing
- Department of Medical Oncology, the First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China
| | - Lin Zhao
- Department of Medical Oncology, the First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China
| | - Shanzhi Gu
- College of Forensic Medicine, Xi'an Jiaotong University Health Science Center, Xi'an, China
| | - Xinhan Zhao
- Department of Medical Oncology, the First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China
| | - Lingxiao Zhang
- Department of Medical Oncology, the First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China
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7
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Mankowska SA, Gatti-Lafranconi P, Chodorge M, Sridharan S, Minter RR, Hollfelder F. A Shorter Route to Antibody Binders via Quantitative in vitro Bead-Display Screening and Consensus Analysis. Sci Rep 2016; 6:36391. [PMID: 27819305 PMCID: PMC5098251 DOI: 10.1038/srep36391] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2016] [Accepted: 10/11/2016] [Indexed: 12/13/2022] Open
Abstract
Affinity panning of large libraries is a powerful tool to identify protein binders. However, panning rounds are followed by the tedious re-screening of the clones obtained to evaluate binders precisely. In a first application of Bead Surface Display (BeSD) we show successful in vitro affinity selections based on flow cytometric analysis that allows fine quantitative discrimination between binders. Subsequent consensus analysis of the resulting sequences enables identification of clones that bind tighter than those arising directly from the experimental selection output. This is demonstrated by evolution of an anti-Fas receptor single-chain variable fragment (scFv) that was improved 98-fold vs the parental clone. Four rounds of quantitative screening by fluorescence-activated cell sorting of an error-prone library based on fine discrimination between binders in BeSD were followed by analysis of 200 full-length output sequences that suggested a new consensus design with a Kd ∼140 pM. This approach shortens the time and effort to obtain high affinity reagents and its cell-free nature transcends limitations inherent in previous in vivo display systems.
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Affiliation(s)
- Sylwia A Mankowska
- Department of Biochemistry, University of Cambridge, 80 Tennis Court Road, Cambridge CB2 1GA, UK.,Antibody Discovery and Protein Engineering, MedImmune Ltd, Milstein Building, Granta Park, Cambridge, CB21 6GH, UK
| | - Pietro Gatti-Lafranconi
- Department of Biochemistry, University of Cambridge, 80 Tennis Court Road, Cambridge CB2 1GA, UK
| | - Matthieu Chodorge
- Antibody Discovery and Protein Engineering, MedImmune Ltd, Milstein Building, Granta Park, Cambridge, CB21 6GH, UK
| | - Sudharsan Sridharan
- Antibody Discovery and Protein Engineering, MedImmune Ltd, Milstein Building, Granta Park, Cambridge, CB21 6GH, UK
| | - Ralph R Minter
- Antibody Discovery and Protein Engineering, MedImmune Ltd, Milstein Building, Granta Park, Cambridge, CB21 6GH, UK
| | - Florian Hollfelder
- Department of Biochemistry, University of Cambridge, 80 Tennis Court Road, Cambridge CB2 1GA, UK
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8
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Houlihan G, Gatti-Lafranconi P, Kaltenbach M, Lowe D, Hollfelder F. An experimental framework for improved selection of binding proteins using SNAP display. J Immunol Methods 2014; 405:47-56. [DOI: 10.1016/j.jim.2014.01.006] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2013] [Revised: 11/15/2013] [Accepted: 01/10/2014] [Indexed: 12/13/2022]
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9
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Murray CJ, Baliga R. Cell-free translation of peptides and proteins:from high throughput screening to clinical production. Curr Opin Chem Biol 2013; 17:420-6. [DOI: 10.1016/j.cbpa.2013.02.014] [Citation(s) in RCA: 54] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2012] [Accepted: 02/14/2013] [Indexed: 12/01/2022]
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10
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Brühlmann F, Bosijokovic B, Ullmann C, Auffray P, Fourage L, Wahler D. Directed evolution of a 13-hydroperoxide lyase (CYP74B) for improved process performance. J Biotechnol 2012. [PMID: 23183385 DOI: 10.1016/j.jbiotec.2012.11.005] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
The performance of a 13-hydroperoxide lyase from guava, an enzyme of the CYP74 family, which is of interest for the industrial production of saturated and unsaturated C6-aldehydes and their derivatives, was improved by directed evolution. Four rounds of gene shuffling and random mutagenesis improved the functional expression in E. coli by offering a 15-fold higher product yield factor. The increased product yield factor relates to an improved total turnover number of the variant enzyme, which also showed higher solubility and increased heme content. Thermal stability was also dramatically improved even though there was no direct selection pressure applied for evolving this trait. A structure based sequence alignment with the recently solved allene oxide synthase of Arabidopsis thaliana showed that most amino acid alterations occurred on the surface of the protein, distant of the active site and often outside of secondary structures. These results demonstrate the power of directed evolution for improving a complex trait such as the total turnover number of a cytochrome P450, a critical parameter for process performance that is difficult to predict even with good structural information at hand.
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Affiliation(s)
- Fredi Brühlmann
- Firmenich SA, Corporate R&D, Route des Jeunes 1, CH-1211 Geneva 8, Switzerland.
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11
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Construction of a rationally designed antibody platform for sequencing-assisted selection. Proc Natl Acad Sci U S A 2012; 109:18523-8. [PMID: 23064642 DOI: 10.1073/pnas.1215549109] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Antibody discovery platforms have become an important source of both therapeutic biomolecules and research reagents. Massively parallel DNA sequencing can be used to assist antibody selection by comprehensively monitoring libraries during selection, thus greatly expanding the power of these systems. We have therefore constructed a rationally designed, fully defined single-chain variable fragment (scFv) library and analysis platform optimized for analysis with short-read deep sequencing. Sequence-defined oligonucleotide libraries encoding three complementarity-determining regions (L3 from the light chain, H2 and H3 from the heavy chain) were synthesized on a programmable microarray and combinatorially cloned into a single scFv framework for molecular display. Our unique complementarity-determining region sequence design optimizes for protein binding by utilizing a hidden Markov model that was trained on all antibody-antigen cocrystal structures in the Protein Data Bank. The resultant ~10(12)-member library was produced in ribosome-display format, and comprehensively analyzed over four rounds of antigen selections by multiplex paired-end Illumina sequencing. The hidden Markov model scFv library generated multiple binders against an emerging cancer antigen and is the basis for a next-generation antibody production platform.
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12
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Chodorge M, Züger S, Stirnimann C, Briand C, Jermutus L, Grütter MG, Minter RR. A series of Fas receptor agonist antibodies that demonstrate an inverse correlation between affinity and potency. Cell Death Differ 2012; 19:1187-95. [PMID: 22261618 PMCID: PMC3374083 DOI: 10.1038/cdd.2011.208] [Citation(s) in RCA: 54] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
Receptor agonism remains poorly understood at the molecular and mechanistic level. In this study, we identified a fully human anti-Fas antibody that could efficiently trigger apoptosis and therefore function as a potent agonist. Protein engineering and crystallography were used to mechanistically understand the agonistic activity of the antibody. The crystal structure of the complex was determined at 1.9 Å resolution and provided insights into epitope recognition and comparisons with the natural ligand FasL (Fas ligand). When we affinity-matured the agonist antibody, we observed that, surprisingly, the higher-affinity antibodies demonstrated a significant reduction, rather than an increase, in agonist activity at the Fas receptor. We propose and experimentally demonstrate a model to explain this non-intuitive impact of affinity on agonist antibody signalling and explore the implications for the discovery of therapeutic agonists in general.
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Affiliation(s)
- M Chodorge
- MedImmune Ltd., Granta Park, Cambridge, UK
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13
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Ullman CG, Frigotto L, Cooley RN. In vitro methods for peptide display and their applications. Brief Funct Genomics 2011; 10:125-34. [PMID: 21628313 DOI: 10.1093/bfgp/elr010] [Citation(s) in RCA: 41] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023] Open
Abstract
The presentation of recombinant peptide libraries linked to their coding sequence can be referred to as 'peptide display'. Phage display is the most widely practiced peptide display technology but more recent alternatives such as CIS display, ribosome display and mRNA display offer advantages over phage for speed, library size and the display of unnatural amino acids. These have provided researchers with tools to address some of the failings of peptides such as their low affinity, low stability and inability to cross biological membranes. In this review, we assess some of the recent advances in peptide display and its application.
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Affiliation(s)
- Christopher G Ullman
- Isogenica Ltd., The Mansion, Chesterford Research Park, Little Chesterford, Essex, UK.
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14
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Altshuler EP, Serebryanaya DV, Katrukha AG. Generation of recombinant antibodies and means for increasing their affinity. BIOCHEMISTRY (MOSCOW) 2011; 75:1584-605. [PMID: 21417996 DOI: 10.1134/s0006297910130067] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Highly specific interaction with foreign molecules is a unique feature of antibodies. Since 1975, when Keller and Milstein proposed the method of hybridoma technology and prepared mouse monoclonal antibodies, many antibodies specific to various antigens have been obtained. Recent development of methods for preparation of recombinant DNA libraries and in silico bioinformatics approaches for protein structure analysis makes possible antibody preparation using gene engineering approaches. The development of gene engineering methods allowed creating recombinant antibodies and improving characteristics of existing antibodies; this significantly extends the applicability of antibodies. By modifying biochemical and immunochemical properties of antibodies by changing their amino acid sequences it is possible to create antibodies with properties optimal for certain tasks. For example, application of recombinant technologies resulted in antibody preparation of high affinity significantly exceeding the initial affinity of natural antibodies. In this review we summarize information about the structure, modes of preparation, and application of recombinant antibodies and their fragments and also consider the main approaches used to increase antibody affinity.
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Affiliation(s)
- E P Altshuler
- Department of Biochemistry, Faculty of Biology, Lomonosov Moscow State University, Russia
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15
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Ponsel D, Neugebauer J, Ladetzki-Baehs K, Tissot K. High affinity, developability and functional size: the holy grail of combinatorial antibody library generation. Molecules 2011; 16:3675-700. [PMID: 21540796 PMCID: PMC6263270 DOI: 10.3390/molecules16053675] [Citation(s) in RCA: 114] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2011] [Revised: 04/20/2011] [Accepted: 04/22/2011] [Indexed: 01/12/2023] Open
Abstract
Since the initial description of phage display technology for the generation of human antibodies, a variety of selection methods has been developed. The most critical parameter for all in vitro-based approaches is the quality of the antibody library. Concurrent evolution of the libraries has allowed display and selection technologies to reveal their full potential. They come in different flavors, from naïve to fully synthetic and differ in terms of size, quality, method of preparation, framework and CDR composition. Early on, the focus has mainly been on affinities and thus on library size and diversity. Subsequently, the increased awareness of developability and cost of goods as important success factors has spurred efforts to generate libraries with improved biophysical properties and favorable production characteristics. More recently a major focus on reduction of unwanted side effects through reduced immunogenicity and improved overall biophysical behavior has led to a re-evaluation of library design.
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Affiliation(s)
| | - Julia Neugebauer
- Author to whom correspondence should be addressed; ; Tel.: +49-89-89927-179; Fax: +49-89-89927-5179
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16
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Tang SY, Cirino PC. Elucidating residue roles in engineered variants of AraC regulatory protein. Protein Sci 2010; 19:291-8. [PMID: 20014443 DOI: 10.1002/pro.310] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
The AraC regulatory protein was previously engineered to control gene expression specifically in response to D-arabinose and not the native effector L-arabinose (Tang et al., J Am Chem Soc 2008;130:5267-5271). Mutations were targeted in the ligand-binding pocket and on the AraC N-terminal arm, which plays an important role in maintaining repressing or activating conformations in the absence or presence of effector, respectively. In this study, we analyze the contributions of individual mutations toward the overall mutant functions in an attempt to streamline future AraC design efforts. For a variety of point mutants, we quantify the induced expression response to D-arabinose (level of leaky expression, induction fold, half-maximal dose response, and effector specificity) and the binding affinity of the purified ligand-binding domain for D-arabinose. We find that mutations introduced in the N-terminal arm (design Position 8) strengthen the induction response, most likely by weakening interactions with the DNA-binding domain, but are not involved in ligand binding. Meanwhile, binding pocket mutations occurring further away from the arm (Positions 80 and 82) primarily contribute to maintaining repression in the absence of effector and do not show response to D-arabinose without the accompanying mutations. Combinations of mutations cooperatively couple molecular recognition to transcriptional activation, demonstrating the complexity of the AraC regulatory switch and the power of combinatorial protein design to alter effector specificity while maintaining regulatory function.
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Affiliation(s)
- Shuang-Yan Tang
- Department of Chemical Engineering, The Pennsylvania State University, University Park, Pennsylvania 16802, USA
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17
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Rich RL, Myszka DG. Grading the commercial optical biosensor literature-Class of 2008: 'The Mighty Binders'. J Mol Recognit 2010; 23:1-64. [PMID: 20017116 DOI: 10.1002/jmr.1004] [Citation(s) in RCA: 109] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Optical biosensor technology continues to be the method of choice for label-free, real-time interaction analysis. But when it comes to improving the quality of the biosensor literature, education should be fundamental. Of the 1413 articles published in 2008, less than 30% would pass the requirements for high-school chemistry. To teach by example, we spotlight 10 papers that illustrate how to implement the technology properly. Then we grade every paper published in 2008 on a scale from A to F and outline what features make a biosensor article fabulous, middling or abysmal. To help improve the quality of published data, we focus on a few experimental, analysis and presentation mistakes that are alarmingly common. With the literature as a guide, we want to ensure that no user is left behind.
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Affiliation(s)
- Rebecca L Rich
- Center for Biomolecular Interaction Analysis, University of Utah, Salt Lake City, UT 84132, USA
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18
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Weisser NE, Hall JC. Applications of single-chain variable fragment antibodies in therapeutics and diagnostics. Biotechnol Adv 2009; 27:502-20. [PMID: 19374944 DOI: 10.1016/j.biotechadv.2009.04.004] [Citation(s) in RCA: 175] [Impact Index Per Article: 11.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2008] [Revised: 03/03/2009] [Accepted: 04/04/2009] [Indexed: 11/18/2022]
Abstract
Antibodies (Abs) are some of the most powerful tools in therapy and diagnostics and are currently one of the fastest growing classes of therapeutic molecules. Recombinant antibody (rAb) fragments are becoming popular therapeutic alternatives to full length monoclonal Abs since they are smaller, possess different properties that are advantageous in certain medical applications, can be produced more economically and are easily amendable to genetic manipulation. Single-chain variable fragment (scFv) Abs are one of the most popular rAb format as they have been engineered into larger, multivalent, bi-specific and conjugated forms for many clinical applications. This review will show the tremendous versatility and importance of scFv fragments as they provide the basic antigen binding unit for a multitude of engineered Abs for use as human therapeutics and diagnostics.
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Affiliation(s)
- Nina E Weisser
- Department of Environmental Biology, University of Guelph, Guelph, ON N1G2W1, Canada
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