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Yoshida M, Hanazono Y, Numoto N, Nagao S, Yabuno S, Kitagawa Y, Sekiguchi H, Ito N, Azuma T, Oda M. Affinity-matured antibody with a disulfide bond in H-CDR3 loop. Arch Biochem Biophys 2024:110068. [PMID: 38909835 DOI: 10.1016/j.abb.2024.110068] [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: 03/31/2024] [Revised: 06/11/2024] [Accepted: 06/20/2024] [Indexed: 06/25/2024]
Abstract
Affinity maturation increases antigen-binding affinity and specificity of antibodies by somatic hypermutation. Various monoclonal antibodies against (4-hydroxy-3-nitrophenyl)acetyl (NP) were obtained during affinity maturation. Among them, highly matured anti-NP antibodies, such as E11 and E3, possess Cys96H and Cys100H in the complementarity-determining region 3 of the heavy chain, which would form a disulfide bond. In this study, we evaluated the effects of disulfide bonds on antigen binding by generating single-chain Fv (scFv) antibodies of E11 and its mutants, E11_C96KH/C100EH and E11_C96KH/C100QH, and determined their antigen-binding thermodynamics and kinetics. The binding affinities of the Cys mutants were lower than that of E11 scFv, indicating that the disulfide bond contributed to antigen binding, especially for stable complex formation. This was also supported by the decreased affinity of E11 scFv in the presence of a reducing agent. The crystal structures of NP-free and NP-bound E11 scFvs were determined at high resolution, showing the existence of a disulfide bond between Cys96H and Cys100H, and the antigen recognition mechanism, which could be compared with those of other anti-NP antibodies, such as germline-type N1G9 and matured-type C6, as reported previously. These structures could explain the molecular basis of changes in antigen-binding affinity and thermal stability in the absence or presence of antigens. Small-angle X-ray scattering further showed a local conformational change in E11 scFv upon antigen binding in solution.
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Affiliation(s)
- Mutsumi Yoshida
- Graduate School of Life and Environmental Sciences, Kyoto Prefectural University, 1-5 Hangi-cho, Shimogamo, Sakyo-ku, Kyoto, Kyoto 606-8522, Japan
| | - Yuya Hanazono
- Medical Research Institute, Tokyo Medical and Dental University (TMDU), 1-5-45 Yushima Bunkyo-ku, Tokyo 113-8510, Japan
| | - Nobutaka Numoto
- Medical Research Institute, Tokyo Medical and Dental University (TMDU), 1-5-45 Yushima Bunkyo-ku, Tokyo 113-8510, Japan
| | - Satoshi Nagao
- Center for Synchrotron Radiation Research, Japan Synchrotron Radiation Research Institute, 1-1-1 Kouto, Sayo, Hyogo 679-5198, Japan
| | - Saaya Yabuno
- Graduate School of Life and Environmental Sciences, Kyoto Prefectural University, 1-5 Hangi-cho, Shimogamo, Sakyo-ku, Kyoto, Kyoto 606-8522, Japan
| | - Yumi Kitagawa
- Graduate School of Life and Environmental Sciences, Kyoto Prefectural University, 1-5 Hangi-cho, Shimogamo, Sakyo-ku, Kyoto, Kyoto 606-8522, Japan
| | - Hiroshi Sekiguchi
- Center for Synchrotron Radiation Research, Japan Synchrotron Radiation Research Institute, 1-1-1 Kouto, Sayo, Hyogo 679-5198, Japan
| | - Nobutoshi Ito
- Medical Research Institute, Tokyo Medical and Dental University (TMDU), 1-5-45 Yushima Bunkyo-ku, Tokyo 113-8510, Japan
| | - Takachika Azuma
- Antibody Technology Research Center, Inc., 2361-1Yamazaki, Noda, Chiba 278-0022, Japan
| | - Masayuki Oda
- Graduate School of Life and Environmental Sciences, Kyoto Prefectural University, 1-5 Hangi-cho, Shimogamo, Sakyo-ku, Kyoto, Kyoto 606-8522, Japan.
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Wei LN, Luo L, Wang BZ, Lei HT, Guan T, Shen YD, Wang H, Xu ZL. Biosensors for detection of paralytic shellfish toxins: Recognition elements and transduction technologies. Trends Food Sci Technol 2023. [DOI: 10.1016/j.tifs.2023.02.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/12/2023]
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3
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Oda M. Structural, functional, and physiological properties of anti-(4-hydroxy-3-nitrophenyl)acetyl antibodies during the course of affinity maturation. Biophys Rev 2022; 14:1521-1526. [PMID: 36659986 PMCID: PMC9842813 DOI: 10.1007/s12551-022-01008-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2022] [Accepted: 10/05/2022] [Indexed: 01/22/2023] Open
Abstract
Structural and functional analyses of antibodies in the affinity maturation pathway can help us understand the molecular mechanisms of protein recognition. Using one of the haptens, (4-hydroxy-3-nitrophenyl)acetyl (NP), various monoclonal antibodies have been obtained, either at the early or late stage of immunization. The variable regions of monoclonal antibodies and their site-directed mutants can also be obtained as single-chain Fv (scFv) antibodies. The change in antigen-binding affinity and avidity of matured-type antibodies from germline-type antibodies could be evaluated based on binding kinetics and thermodynamics, proposing the antigen recognition mode. Crystal structures of a germline-type antibody, N1G9, and a matured-type antibody, C6, in complex with NP were determined, revealing different antigen-binding mode at atomic resolution. Notably, the Tyr to Gly mutation at the 95th residue of the heavy chain is critical for changing the configuration of complementarity determining region 3, which is involved in antigen binding. Furthermore, thermal stability analyses of scFv antibodies have revealed trade-off between antigen-binding affinity and thermal stability in the antigen-unbound state. To increase affinity, the stability of the variable region may be decreased, possibly due to protein architecture. The high stability of germline-type antibodies and the low stability of matured-type antibodies, which increase upon antigen binding, can be explained by the stability of antibodies required at the respective stages of immunization.
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Affiliation(s)
- Masayuki Oda
- Graduate School of Life and Environmental Sciences, Kyoto Prefectural University, 1-5 Hangi-cho, Shimogamo, Sakyo-ku, Kyoto, Kyoto, 606-8522 Japan
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Borojevic N, Dawud M, Xiao J, Yun Y. Long-acting injectable paliperidone palmitate induced severe cutaneous allergic reaction in a patient with first episode delusional disorder tolerating oral paliperidone regimen: a case report. BMC Psychiatry 2022; 22:734. [PMID: 36434603 PMCID: PMC9700998 DOI: 10.1186/s12888-022-04347-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/23/2022] [Accepted: 10/29/2022] [Indexed: 11/27/2022] Open
Abstract
BACKGROUND Paliperidone is a second-generation antipsychotic agent that is effective in the treatment of schizophrenia and schizoaffective disorder as well as an adjunct to mood stabilizers and antidepressants for bipolar and depressive disorders. Paliperidone is available in both oral and injection forms. Here we report an unexpected case of cutaneous allergic reaction induced by paliperidone long-acting injection (LAI) following oral tolerance. CASE PRESENTATION A 55-year-old man with first episode delusional disorder was treated with paliperidone tablets with tolerance. On day seven he received the paliperidone LAI and developed an allergic reaction in minutes including flushing of the face, widespread urticaria with mild airway constriction. The allergic symptoms were relived following the administration of antihistamine within several minutes. CONCLUSION The allergic reaction that occurred post administration of the paliperidone LAI but not the oral tablets suggest it is likely due to the excipients in the formulation of the LAI rather than paliperidone itself. This case highlights the necessity of monitoring allergic reactions in psychiatric patients when converting from oral to LAI format of paliperidone.
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Affiliation(s)
- Natasa Borojevic
- grid.414366.20000 0004 0379 3501Box Hill Hospital, Eastern Health, Box Hill, VIC Australia
| | - Midya Dawud
- grid.416536.30000 0004 0399 9112Pharmacy Department, Northern Hospital, Epping, VIC Australia
| | - Junhua Xiao
- grid.1027.40000 0004 0409 2862School of Health Sciences, Swinburne University of Technology, Hawthorn, VIC Australia ,grid.1018.80000 0001 2342 0938School of Allied Health, La Trobe University, Bundoora, VIC Australia
| | - Yang Yun
- Northern Area Mental Health Service, Northern Hospital, Epping, VIC, Australia.
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From affinity selection to kinetic selection in Germinal Centre modelling. PLoS Comput Biol 2022; 18:e1010168. [PMID: 35658003 PMCID: PMC9200358 DOI: 10.1371/journal.pcbi.1010168] [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: 09/16/2021] [Revised: 06/15/2022] [Accepted: 05/05/2022] [Indexed: 11/30/2022] Open
Abstract
Affinity maturation is an evolutionary process by which the affinity of antibodies (Abs) against specific antigens (Ags) increases through rounds of B-cell proliferation, somatic hypermutation, and positive selection in germinal centres (GC). The positive selection of B cells depends on affinity, but the underlying mechanisms of affinity discrimination and affinity-based selection are not well understood. It has been suggested that selection in GC depends on both rapid binding of B-cell receptors (BcRs) to Ags which is kinetically favourable and tight binding of BcRs to Ags, which is thermodynamically favourable; however, it has not been shown whether a selection bias for kinetic properties is present in the GC. To investigate the GC selection bias towards rapid and tight binding, we developed an agent-based model of GC and compared the evolution of founder B cells with initially identical low affinities but with different association/dissociation rates for Ag presented by follicular dendritic cells in three Ag collection mechanisms. We compared an Ag collection mechanism based on association/dissociation rates of B-cell interaction with presented Ag, which includes a probabilistic rupture of bonds between the B-cell and Ag (Scenario-1) with a reference scenario based on an affinity-based Ag collection mechanism (Scenario-0). Simulations showed that the mechanism of Ag collection affects the GC dynamics and the GC outputs concerning fast/slow (un)binding of B cells to FDC-presented Ags. In particular, clones with lower dissociation rates outcompete clones with higher association rates in Scenario-1, while remaining B cells from clones with higher association rates reach higher affinities. Accordingly, plasma cell and memory B cell populations were biased towards B-cell clones with lower dissociation rates. Without such probabilistic ruptures during the Ag extraction process (Scenario-2), the selective advantage for clones with very low dissociation rates diminished, and the affinity maturation level of all clones decreased to the reference level. Adaptive immunity is one of the vital defence mechanisms of the human body to fight virtually unlimited types of pathogens by producing antigen-specific high-affinity antibodies that bind to pathogens and neutralise them or mark them for further elimination. Affinity is a quantity used to measure and report the strength of interaction between antibodies and antigens that depends both on how fast antibodies bind to antigens (association rate) and how long the bond lasts (dissociation rate). The affinity of produced antibodies for a specific antigen increases in germinal centres through a process called affinity maturation, during which B cells with higher affinities have a competitive advantage and get positively selected to differentiate to antibody-producing plasma cells. Our research shows that the mechanism by which B cells capture Ag affects GC dynamics and GC output with respect to B-cell receptor kinetics. Notably, in a mechanism where rupture of CC-FDC bonds is possible during Ag extraction, B-cell clones with low dissociation rates outcompete clones with high association rates over time. Understanding how B cells get selected in germinal centres could help to develop an optimised and effective immune response against a disease through vaccination for a fast-operating and long-lasting immune response.
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A Trade-off Between Thermostability and Binding Affinity of Anti-(4-hydroxy-3-nitrophenyl)Acetyl Antibodies During the Course of Affinity Maturation. Protein J 2022; 41:293-303. [DOI: 10.1007/s10930-022-10053-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/11/2022] [Indexed: 10/18/2022]
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A novel assay based on pre-equilibrium titration curves for the determination of enzyme inhibitor binding kinetics. EUROPEAN BIOPHYSICS JOURNAL 2021; 50:1037-1043. [PMID: 34159406 PMCID: PMC8448677 DOI: 10.1007/s00249-021-01554-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/18/2021] [Revised: 05/10/2021] [Accepted: 06/09/2021] [Indexed: 11/27/2022]
Abstract
Selection of pharmacological agents based on potency measurements performed at equilibrium fail to incorporate the kinetic aspects of the drug–target interaction. Here we describe a method for screening or characterization of enzyme inhibitors that allows the concomitant determination of the equilibrium inhibition constant in unison with rates of complex formation and dissociation. The assay is distinct from conventional enzymatic assays and is based on the analysis of inhibition curves recorded prior to full equilibration of the system. The methodology is illustrated using bicyclic peptide inhibitors of the serine protease plasma kallikrein.
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Guardiola S, Varese M, Taulés M, Díaz-Lobo M, García J, Giralt E. Probing the Kinetic and Thermodynamic Fingerprints of Anti-EGF Nanobodies by Surface Plasmon Resonance. Pharmaceuticals (Basel) 2020; 13:ph13060134. [PMID: 32604841 PMCID: PMC7344977 DOI: 10.3390/ph13060134] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2020] [Revised: 06/22/2020] [Accepted: 06/24/2020] [Indexed: 01/25/2023] Open
Abstract
Despite the widespread use of antibodies in clinical applications, the precise molecular mechanisms underlying antibody-antigen (Ab-Ag) interactions are often poorly understood. In this study, we exploit the technical features of a typical surface plasmon resonance (SPR) biosensor to dissect the kinetic and thermodynamic components that govern the binding of single-domain Ab or nanobodies to their target antigen, epidermal growth factor (EGF), a key oncogenic protein that is involved in tumour progression. By carefully tuning the experimental conditions and transforming the kinetic data into equilibrium constants, we reveal the complete picture of binding thermodynamics, including the energetics of the complex-formation transition state. This approach, performed using an experimentally simple and high-throughput setup, is expected to facilitate mechanistic studies of Ab-based therapies and, importantly, promote the rational development of new biological drugs with suitable properties.
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Affiliation(s)
- Salvador Guardiola
- Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology (BIST), 08028 Barcelona, Spain; (S.G.); (M.V.); (J.G.)
| | - Monica Varese
- Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology (BIST), 08028 Barcelona, Spain; (S.G.); (M.V.); (J.G.)
| | - Marta Taulés
- Scientific and Technological Centres (CCiT-UB), Molecular Interactions, University of Barcelona, 08028 Barcelona, Spain;
| | - Mireia Díaz-Lobo
- Mass Spectrometry and Proteomics Core Facility, Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology (BIST), 08028 Barcelona, Spain;
| | - Jesús García
- Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology (BIST), 08028 Barcelona, Spain; (S.G.); (M.V.); (J.G.)
| | - Ernest Giralt
- Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology (BIST), 08028 Barcelona, Spain; (S.G.); (M.V.); (J.G.)
- Department of Inorganic and Organic Chemistry, University of Barcelona, 08028 Barcelona, Spain
- Correspondence:
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Varese M, Guardiola S, García J, Giralt E. Enthalpy‐ versus Entropy‐Driven Molecular Recognition in the Era of Biologics. Chembiochem 2019; 20:2981-2986. [DOI: 10.1002/cbic.201900270] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2019] [Indexed: 12/15/2022]
Affiliation(s)
- Monica Varese
- Institute for Research in Biomedicine (IRB Barcelona)Barcelona Institute of Science and Technology (BIST) Baldiri Reixac, 10 08028 Barcelona Spain
| | - Salvador Guardiola
- Institute for Research in Biomedicine (IRB Barcelona)Barcelona Institute of Science and Technology (BIST) Baldiri Reixac, 10 08028 Barcelona Spain
| | - Jesús García
- Institute for Research in Biomedicine (IRB Barcelona)Barcelona Institute of Science and Technology (BIST) Baldiri Reixac, 10 08028 Barcelona Spain
| | - Ernest Giralt
- Institute for Research in Biomedicine (IRB Barcelona)Barcelona Institute of Science and Technology (BIST) Baldiri Reixac, 10 08028 Barcelona Spain
- Department of Inorganic and Organic ChemistryUniversity of Barcelona Martí i Franquès 1–11 08028 Barcelona Spain
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Nishiguchi A, Numoto N, Ito N, Azuma T, Oda M. Three-dimensional structure of a high affinity anti-(4-hydroxy-3-nitrophenyl)acetyl antibody possessing a glycine residue at position 95 of the heavy chain. Mol Immunol 2019; 114:545-552. [DOI: 10.1016/j.molimm.2019.09.001] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2019] [Revised: 07/23/2019] [Accepted: 09/02/2019] [Indexed: 10/26/2022]
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Adhikary R, Zimmermann J, Stanfield RL, Wilson IA, Yu W, Oda M, Romesberg FE. Structure and Dynamics of Stacking Interactions in an Antibody Binding Site. Biochemistry 2019; 58:2987-2995. [PMID: 31243995 DOI: 10.1021/acs.biochem.9b00119] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023]
Abstract
For years, antibodies (Abs) have been used as a paradigm for understanding how protein structure contributes to molecular recognition. However, with the ability to evolve Abs that recognize specific chromophores, they also have great potential as models for how protein dynamics contribute to molecular recognition. We previously raised murine Abs to different chromophores and, with the use of three-pulse photon echo peak shift spectroscopy, demonstrated that the immune system is capable of producing Abs with widely varying flexibility. We now report the characterization of the complexes formed between two Abs, 5D11 and 10A6, and the chromophoric ligand that they were evolved to recognize, 8-methoxypyrene-1,3,6-trisulfonic acid (MPTS). The sequences of the Ab genes indicate that they evolved from a common precursor. We also used a variety of spectroscopic methods to probe the photophysics and dynamics of the Ab-MPTS complexes and found that they are similar to each other but distinct from previously characterized anti-MPTS Abs. Structural studies revealed that this difference likely results from a unique mode of binding in which MPTS is sandwiched between the side chain of PheH98, which interacts with the chromophore via T-stacking, and the side chain of TrpL91, which interacts with the chromophore via parallel stacking. The T-stacking interaction appears to mediate relaxation on the picosecond time scale, while the parallel stacking appears to mediate relaxation on an ultrafast, femtosecond time scale, which dominates the response. The anti-MPTS Abs thus not only demonstrate the simultaneous use of the two limiting modes of stacking for molecular recognition, but also provide a unique opportunity to characterize how dynamics might contribute to molecular recognition. Both types of stacking are common in proteins and protein complexes where they may similarly contribute to dynamics and molecular recognition.
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Affiliation(s)
| | | | | | | | | | - Masayuki Oda
- Graduate School of Life and Environmental Sciences , Kyoto Prefectural University , 1-5, Hangi-cho , Shimogamo, Sakyo-ku, Kyoto 606-8522 , Japan
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Kaur H, Sain N, Mohanty D, Salunke DM. Deciphering evolution of immune recognition in antibodies. BMC STRUCTURAL BIOLOGY 2018; 18:19. [PMID: 30563492 PMCID: PMC6299584 DOI: 10.1186/s12900-018-0096-1] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/17/2018] [Accepted: 11/14/2018] [Indexed: 11/29/2022]
Abstract
Background Antibody, the primary effector molecule of the immune system, evolves after initial encounter with the antigen from a precursor form to a mature one to effectively deal with the antigen. Antibodies of a lineage diverge through antigen-directed isolated pathways of maturation to exhibit distinct recognition potential. In the context of evolution in immune recognition, diversity of antigen cannot be ignored. While there are reports on antibody lineage, structural perspective with respect to diverse recognition potential in a lineage has never been studied. Hence, it is crucial to evaluate how maturation leads to topological tailoring within a lineage enabling them to interact with significantly distinct antigens. Results A data-driven approach was undertaken for the study. Global experimental mouse and human antibody-antigen complex structures from PDB were compiled into a coherent database of germline-linked antibodies bound with distinct antigens. Structural analysis of all lineages showed variations in CDRs of both H and L chains. Observations of conformational adaptation made from analysis of static structures were further evaluated by characterizing dynamics of interaction in two lineages, mouse VH1–84 and human VH5–51. Sequence and structure analysis of the lineages explained that somatic mutations altered the geometries of individual antibodies with common structural constraints in some CDRs. Additionally, conformational landscape obtained from molecular dynamics simulations revealed that incoming pathogen led to further conformational divergence in the paratope (as observed across datasets) even while maintaining similar overall backbone topology. MM-GB/SA analysis showed binding energies to be in physiological range. Results of the study are coherent with experimental observations. Conclusions The findings of this study highlight basic structural principles shaping the molecular evolution of a lineage for significantly diverse antigens. Antibodies of a lineage follow different developmental pathways while preserving the imprint of the germline. From the study, it can be generalized that structural diversification of the paratope is an outcome of natural selection of a conformation from an available ensemble, which is further optimized for antigen interaction. The study establishes that starting from a common lineage, antibodies can mature to recognize a wide range of antigens. This hypothesis can be further tested and validated experimentally. Electronic supplementary material The online version of this article (10.1186/s12900-018-0096-1) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Harmeet Kaur
- Regional Centre for Biotechnology, Biotech Science Cluster, Faridabad, Haryana, 121001, India.,Manipal Academy of Higher Education, Manipal, Karnataka, 576104, India
| | - Neetu Sain
- National Institute of Immunology, New Delhi, Delhi, 110067, India
| | - Debasisa Mohanty
- National Institute of Immunology, New Delhi, Delhi, 110067, India
| | - Dinakar M Salunke
- Regional Centre for Biotechnology, Biotech Science Cluster, Faridabad, Haryana, 121001, India. .,International Centre for Genetic Engineering and Biotechnology, New Delhi, Delhi, 110067, India.
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Kepler TB, Wiehe K. Genetic and structural analyses of affinity maturation in the humoral response to HIV-1. Immunol Rev 2017; 275:129-144. [PMID: 28133793 DOI: 10.1111/imr.12513] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Most broadly neutralizing antibodies (BNAbs) elicited in response to HIV-1 infection are extraordinarily mutated. One goal of HIV-1 vaccine development is to induce antibodies that are similar to the most potent and broad BNAbs isolated from infected subjects. The most effective BNAbs have very high mutation frequencies, indicative of the long periods of continual activation necessary to acquire the BNAb phenotype through affinity maturation. Understanding the mutational patterns that define the maturation pathways in BNAb development is critical to vaccine design efforts to recapitulate through vaccination the successful routes to neutralization breadth and potency that have occurred in natural infection. Studying the mutational changes that occur during affinity maturation, however, requires accurate partitioning of sequence data into B-cell clones and identification of the starting point of a B-cell clonal lineage, the initial V(D)J rearrangement. Here, we describe the statistical framework we have used to perform these tasks. Through the recent advancement of these and similar computational methods, many HIV-1 ancestral antibodies have been inferred, synthesized and their structures determined. This has allowed, for the first time, the investigation of the structural mechanisms underlying the affinity maturation process in HIV-1 antibody development. Here, we review what has been learned from this atomic-level structural characterization of affinity maturation in HIV-1 antibodies and the implications for vaccine design.
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Affiliation(s)
- Thomas B Kepler
- Department of Microbiology, Boston University School of Medicine, Department of Mathematics and Statistics, Boston University, Boston, MA, USA
| | - Kevin Wiehe
- Duke Human Vaccine Institute, Department of Medicine, Duke University School of Medicine, Durham, NC, USA
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Sato Y, Inaba S, Fukada H, Azuma T, Oda M. Pronounced effect of hapten binding on thermal stability of an anti-(4-hydroxy-3-nitrophenyl)acetyl antibody possessing a glycine residue at position 95 of the heavy chain. Mol Immunol 2017; 85:130-136. [DOI: 10.1016/j.molimm.2017.02.010] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2016] [Revised: 02/13/2017] [Accepted: 02/18/2017] [Indexed: 10/20/2022]
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15
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Sato Y, Tanaka Y, Inaba S, Sekiguchi H, Maruno T, Sasaki YC, Fukada H, Kobayashi Y, Azuma T, Oda M. Structural dynamics of a single-chain Fv antibody against (4-hydroxy-3-nitrophenyl)acetyl. Int J Biol Macromol 2016; 91:151-7. [DOI: 10.1016/j.ijbiomac.2016.05.074] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2016] [Revised: 05/18/2016] [Accepted: 05/20/2016] [Indexed: 10/21/2022]
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16
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Saha S, Murali R, Pashov A, Kieber-Emmons T. The Potential Role of Solvation in Antibody Recognition of the Lewis Y Antigen. Monoclon Antib Immunodiagn Immunother 2016; 34:295-302. [PMID: 26492616 DOI: 10.1089/mab.2015.0037] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Solvents play an important role in protein folding, protein-protein associations, stability, and specificity of recognition as in the case of antibody-antigen interactions through hydrogen bonds. One of the underappreciated features of protein-associated waters is that it weakens inter- and intra-molecular interactions by modulating electrostatic interactions and influencing conformational changes. Such observations demonstrate the direct relationship between macroscopic solvent effects on protein-protein interactions and atom-scale solvent-protein interactions. Although crystallographic solvents do explain some aspects of solvent-mediated interactions, molecular simulation allows the study of the dynamic role of solvents. Thus, analysis of conformations from molecular simulations are employed to understand the role of solvent on the inherent polyspecificity of a Lewis Y reactive germline gene relative to its expanded hybridomas and a humanized anti-Lewis Y antibody. Our analysis reveals that solvent mediates critical contacts through charged residues to facilitate cross-reactivity to carbohydrate antigens, but also increases the flexibility of some anti-Lewis Y antibodies concomitant with mutations (amino acid substitutions) to the germline antibody. Such flexibility might better allow for recognition and binding of internal structures of extended carbohydrate structures on tumor cells.
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Affiliation(s)
- Somdutta Saha
- 1 Bioinformatics Graduate Program, University of Arkansas at Little Rock/University of Arkansas for Medical Sciences , Little Rock, Arkansas
| | - Ramachandran Murali
- 2 Department of Biological Sciences, Research Division of Immunology, Cedars-Sinai Medical Center , Los Angeles, California
| | - Anastas Pashov
- 3 Stephan Angelov Institute of Microbiology , Bulgarian Academy of Sciences, Sofia, Bulgaria
| | - Thomas Kieber-Emmons
- 4 Winthrop P. Rockefeller Cancer Institute, University of Arkansas for Medical Sciences , Little Rock, Arkansas
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Oda M, Azuma T. Affinity maturation of anti-(4-hydroxy-3-nitrophenyl)acetyl antibodies accompanies a modulation of antigen specificity. Mol Immunol 2015; 70:8-12. [PMID: 26688069 DOI: 10.1016/j.molimm.2015.12.003] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2015] [Revised: 11/20/2015] [Accepted: 12/01/2015] [Indexed: 10/22/2022]
Abstract
Anti-(4-hydroxy-3-nitrophenyl)acetyl (NP) antibodies bearing λ1 chains are known to possess fine specificity, referred to as heterocliticity, which causes these antibodies to bind to hapten analogues such as (4-hydroxy-3-iodo-5-nitrophenyl)acetyl (NIP) and (4-hydroxy-3,5-dinitrophenyl)acetyl (NNP) with higher affinity than to the autologous hapten, NP. They also show preferential binding to the phenolate form of hapten than to the phenolic form. We address here the question of whether affinity maturation accompanies in the fine specificity of these antibodies by analyzing the interaction between NP1-, NIP1-, or NNP1-hen egg lysozyme and anti-NP antibodies that possess different association constants to NP using a surface plasmon resonance biosensor. We measured interactions at various pH values and found that heterocliticity as well as preferential binding to the phenolate form of hapten were most prominent in a germline antibody having immature affinity and that fine specificity becomes less evident, i.e., anti-NP antibodies become more specific to the immunizing antigen, NP during the process of affinity maturation.
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Affiliation(s)
- Masayuki Oda
- Graduate School of Life and Environmental Sciences, Kyoto Prefectural University, 1-5 Hangi-cho, Shimogamo, Sakyo-ku, Kyoto, Kyoto 606-8522, Japan.
| | - Takachika Azuma
- Research Institute for Biological Sciences (RIBS), Tokyo University of Science, 2669 Yamazaki, Noda, Chiba 278-0022, Japan
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Lapidoth GD, Baran D, Pszolla GM, Norn C, Alon A, Tyka MD, Fleishman SJ. AbDesign: An algorithm for combinatorial backbone design guided by natural conformations and sequences. Proteins 2015; 83:1385-406. [PMID: 25670500 PMCID: PMC4881815 DOI: 10.1002/prot.24779] [Citation(s) in RCA: 65] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2014] [Revised: 01/13/2015] [Accepted: 01/26/2015] [Indexed: 12/20/2022]
Abstract
Computational design of protein function has made substantial progress, generating new enzymes, binders, inhibitors, and nanomaterials not previously seen in nature. However, the ability to design new protein backbones for function--essential to exert control over all polypeptide degrees of freedom--remains a critical challenge. Most previous attempts to design new backbones computed the mainchain from scratch. Here, instead, we describe a combinatorial backbone and sequence optimization algorithm called AbDesign, which leverages the large number of sequences and experimentally determined molecular structures of antibodies to construct new antibody models, dock them against target surfaces and optimize their sequence and backbone conformation for high stability and binding affinity. We used the algorithm to produce antibody designs that target the same molecular surfaces as nine natural, high-affinity antibodies; in five cases interface sequence identity is above 30%, and in four of those the backbone conformation at the core of the antibody binding surface is within 1 Å root-mean square deviation from the natural antibodies. Designs recapitulate polar interaction networks observed in natural complexes, and amino acid sidechain rigidity at the designed binding surface, which is likely important for affinity and specificity, is high compared to previous design studies. In designed anti-lysozyme antibodies, complementarity-determining regions (CDRs) at the periphery of the interface, such as L1 and H2, show greater backbone conformation diversity than the CDRs at the core of the interface, and increase the binding surface area compared to the natural antibody, potentially enhancing affinity and specificity.
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Affiliation(s)
- Gideon D. Lapidoth
- Department of Biological Chemistry, Weizmann Institute of Science, Rehovot 76100, Israel
| | - Dror Baran
- Department of Biological Chemistry, Weizmann Institute of Science, Rehovot 76100, Israel
| | - Gabriele M. Pszolla
- Department of Biological Chemistry, Weizmann Institute of Science, Rehovot 76100, Israel
| | - Christoffer Norn
- Department of Biological Chemistry, Weizmann Institute of Science, Rehovot 76100, Israel
| | - Assaf Alon
- Department of Biological Chemistry, Weizmann Institute of Science, Rehovot 76100, Israel
| | - Michael D. Tyka
- Google Inc., 1600 Amphitheatre Pkwy, Mountain View, CA 94043
| | - Sarel J. Fleishman
- Department of Biological Chemistry, Weizmann Institute of Science, Rehovot 76100, Israel
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Kurita R, Yanagisawa H, Yoshioka K, Niwa O. Site-specific immunochemical methylation assessment from genome DNA utilizing a conformational difference between looped-out target and stacked-in nontarget methylcytosines. Biosens Bioelectron 2015; 70:366-71. [DOI: 10.1016/j.bios.2015.03.061] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/26/2014] [Revised: 03/23/2015] [Accepted: 03/24/2015] [Indexed: 02/06/2023]
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Tashiro Y, Murakami A, Goizuka R, Shimizu T, Kishimoto H, Azuma T. An asymmetric antibody repertoire is shaped between plasmablasts and plasma cells after secondary immunization with (4-hydroxy-3-nitrophenyl)acetyl chicken γ-globulin. Int Immunol 2015; 27:609-20. [PMID: 26152273 DOI: 10.1093/intimm/dxv040] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2015] [Accepted: 06/24/2015] [Indexed: 11/14/2022] Open
Abstract
Studies on the structural basis of antibody affinity maturation have been carried out by measuring the affinity of secreted antibodies, and information on structures has often been obtained from nucleotide sequences of BCRs of memory B cells. We considered it important to establish whether the repertoire of secreted antibodies from plasma cells is really in accord with that of BCRs on memory B cells at the same time points post-immunization. We isolated plasma cells secreting antibodies specific to (4-hydroxy-3-nitrophenyl)acetyl (NP) hapten by affinity matrix technology using biotin-anti-CD138 and streptavidin-NP-allophycocyanin, to which anti-NP antibodies secreted by autologous plasma cells bound preferentially. We found that plasmablasts occupied >90% of the antibody-secreting cell compartment in the primary response and that they secreted antibodies whose VH regions were encoded by V186.2(+)Tyr95(+) sequences, which provided an increase in the medium level of affinity by somatic hypermutation (SHM) of heavy chains at position 33. After secondary immunization, a further increase in antibody affinity was observed, which was explained by the appearance of a number of plasma cells secreting V186.2(+)Gly95(+) antibodies that acquired high affinity by multiple SHMs as well as plasmablasts secreting V186.2(+)Tyr95(+) antibodies. However, we did not detect any plasmablasts secreting V186.2(+)Gly95(+) antibodies, showing that plasmablasts and plasma cells have a different antibody repertoire, i.e. their respective repertoires are asymmetric. On the basis of these findings, we discussed the relationship between the BCR affinity of memory B cells and plasmablasts as well as plasma cells as pertaining to their ontogeny.
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Affiliation(s)
| | - Akikazu Murakami
- Division of Biosignaling, Research Institute for Biomedical Sciences, Tokyo University of Science, Chiba 278-0022, Japan Department of Parasitology & Immunopathoetiology, Graduate School of Medicine, University of the Ryukyus, Okinawa 9030215, Japan
| | - Ryo Goizuka
- Division of Development and Aging, Research Institute for Biomedical Sciences, Tokyo University of Science, Chiba 278-0022, Japan
| | - Takeyuki Shimizu
- Department of Immunology, Kochi Medical School, Kochi University, Kochi 783-8505, Japan
| | - Hidehiro Kishimoto
- Department of Parasitology & Immunopathoetiology, Graduate School of Medicine, University of the Ryukyus, Okinawa 9030215, Japan
| | - Takachika Azuma
- Division of Biosignaling, Research Institute for Biomedical Sciences, Tokyo University of Science, Chiba 278-0022, Japan
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21
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Nicely NI, Wiehe K, Kepler TB, Jaeger FH, Dennison SM, Rerks-Ngarm S, Nitayaphan S, Pitisuttithum P, Kaewkungwal J, Robb ML, O'Connell RJ, Michael NL, Kim JH, Liao HX, Munir Alam S, Hwang KK, Bonsignori M, Haynes BF. Structural analysis of the unmutated ancestor of the HIV-1 envelope V2 region antibody CH58 isolated from an RV144 vaccine efficacy trial vaccinee. EBioMedicine 2015; 2:713-22. [PMID: 26288844 PMCID: PMC4534707 DOI: 10.1016/j.ebiom.2015.06.016] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2014] [Revised: 06/17/2015] [Accepted: 06/18/2015] [Indexed: 11/25/2022] Open
Abstract
Human monoclonal antibody CH58 isolated from an RV144 vaccinee binds at Lys169 of the HIV-1 Env gp120 V2 region, a site of vaccine-induced immune pressure. CH58 neutralizes HIV-1 CRF_01 AE strain 92TH023 and mediates ADCC against CD4 + T cell targets infected with CRF_01 AE tier 2 virus. CH58 and other antibodies that bind to a gp120 V2 epitope have a second light chain complementarity determining region (LCDR2) bearing a glutamic acid, aspartic acid (ED) motif involved in forming salt bridges with polar, basic side amino acid side chains in V2. In an effort to learn how V2 responses develop, we determined the crystal structures of the CH58-UA antibody unliganded and bound to V2 peptide. The structures showed an LCDR2 structurally pre-conformed from germline to interact with V2 residue Lys169. LCDR3 was subject to conformational selection through the affinity maturation process. Kinetic analyses demonstrate that only a few contacts were responsible for a 2000-fold increase in KD through maturation, and this effect was predominantly due to an improvement in off-rate. This study shows that preconformation and preconfiguration can work in concert to produce antibodies with desired immunogenic properties. With only 2-3% mutation from germline, the HIV-1 antibody CH58 developed neutralizing and ADCC capabilities. The LCDR2 Glu–Asp motif of the RV144 antibody CH58 is pre-conformed from germline to interact with the gp120 V2 loop. Affinity and neutralization gains resulted from tuning local interactions rather than gross sequence or structure changes. Structural analyses show the second light chain complementarity determining region Glu–Asp motif of the CH58 antibody isolated from an RV144 vaccinee is optimally pre-conformed from germline to interact with the gp120 V2 loop. The increased binding affinity and neutralization capacity of the mature antibody compared to its germline precursor were achieved with only 2–3% mutation from germline, and the fact that these gains appeared to be a result of the tuning of local interactions rather than gross sequential or conformational changes provides hope that a rational immunogen design for HIV-1 treatment may become a reality.
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Affiliation(s)
- Nathan I Nicely
- Duke Human Vaccine Institute, Duke University School of Medicine, Durham, NC, USA
| | - Kevin Wiehe
- Duke Human Vaccine Institute, Duke University School of Medicine, Durham, NC, USA
| | - Thomas B Kepler
- Boston University Department of Microbiology, Boston, MA, USA
| | - Frederick H Jaeger
- Duke Human Vaccine Institute, Duke University School of Medicine, Durham, NC, USA
| | - S Moses Dennison
- Duke Human Vaccine Institute, Duke University School of Medicine, Durham, NC, USA
| | | | | | | | | | - Merlin L Robb
- Henry Jackson Foundation HIV Program, US Military HIV Research Program, Bethesda, MD, USA
| | | | - Nelson L Michael
- US Military HIV Research Program (MHRP), Walter Reed Army Institute of Research, Silver Spring, MD, USA
| | - Jerome H Kim
- US Military HIV Research Program (MHRP), Walter Reed Army Institute of Research, Silver Spring, MD, USA
| | - Hua-Xin Liao
- Duke Human Vaccine Institute, Duke University School of Medicine, Durham, NC, USA
| | - S Munir Alam
- Duke Human Vaccine Institute, Duke University School of Medicine, Durham, NC, USA
| | - Kwan-Ki Hwang
- Duke Human Vaccine Institute, Duke University School of Medicine, Durham, NC, USA
| | - Mattia Bonsignori
- Duke Human Vaccine Institute, Duke University School of Medicine, Durham, NC, USA
| | - Barton F Haynes
- Duke Human Vaccine Institute, Duke University School of Medicine, Durham, NC, USA
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22
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Lu Z, Rynkiewicz MJ, Yang CY, Madico G, Perkins HM, Roche MI, Seaton BA, Sharon J. Functional and structural characterization of Francisella tularensis O-antigen antibodies at the low end of antigen reactivity. Monoclon Antib Immunodiagn Immunother 2015; 33:235-45. [PMID: 25171003 DOI: 10.1089/mab.2014.0022] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
The O-antigen (OAg) of the Gram-negative bacterium Francisella tularensis (Ft), which is both a capsular polysaccharide and a component of lipopolysaccharide, is comprised of tetrasaccharide repeats and induces antibodies mainly against repeating internal epitopes. We previously reported on several BALB/c mouse monoclonal antibodies (MAbs) that bind to internal Ft OAg epitopes and are protective in mouse models of respiratory tularemia. We now characterize three new internal Ft OAg IgG2a MAbs, N203, N77, and N24, with 10- to 100-fold lower binding potency than previously characterized internal-OAg IgG2a MAbs, despite sharing one or more variable region germline genes with some of them. In a mouse model of respiratory tularemia with the highly virulent Ft type A strain SchuS4, the three new MAbs reduced blood bacterial burden with potencies that mirror their antigen-binding strength; the best binder of the new MAbs, N203, prolonged survival in a dose-dependent manner, but was at least 10-fold less potent than the best previously characterized IgG2a MAb, Ab52. X-ray crystallographic studies of N203 Fab showed a flexible binding site in the form of a partitioned groove, which cannot provide as many contacts to OAg as does the Ab52 binding site. These results reveal structural features of antibodies at the low end of reactivity with multi-repeat microbial carbohydrates and demonstrate that such antibodies still have substantial protective effects against infection.
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Affiliation(s)
- Zhaohua Lu
- 1 Department of Pathology and Laboratory Medicine, Boston University School of Medicine , Boston, Massachusetts
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23
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Song HN, Kim DH, Park SG, Lee MK, Paek SH, Woo EJ. Purification and characterization of Fab fragments with rapid reaction kinetics against myoglobin. Biosci Biotechnol Biochem 2015; 79:718-24. [PMID: 25561012 DOI: 10.1080/09168451.2014.993354] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
Abstract
Myoglobin is an early biomarker for acute myocardial infarction. Recently, we isolated the antibody IgG-Myo2-7ds, which exhibits unique rapid reaction kinetics toward human myoglobin antigen. Antibodies with rapid dissociation kinetics are thought to be premature IgG forms that are produced during the early stage of in vivo immunization. In the present study, we identified the epitope region of the IgG-Myo2-7ds antibody to be the C-terminal region of myoglobin, which corresponds to 144-154 aa. The Fab fragment was directly purified by papain cleavage and protein G affinity chromatography and demonstrated kinetics of an association constant of 4.02 × 10(4) M(-1) s(-1) and a dissociation constant of 2.28 × 10(-2) s(-1), which retained the unique reaction kinetics of intact IgG-Myo2-7ds antibodies. Because a rapid dissociation antibody can be utilized for antibody recycling, the results from this study would provide a platform for the development of antibody engineering in potential diagnostic areas such as a continuous monitoring system for heart disease.
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Affiliation(s)
- Hyung-Nam Song
- a Functional Genomic Center , Korea Research Institute of Bioscience & Biotechnology , Daejeon , Republic of Korea
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24
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Song HN, Jang JH, Kim YW, Kim DH, Park SG, Lee MK, Paek SH, Woo EJ. Refolded scFv antibody fragment against myoglobin shows rapid reaction kinetics. Int J Mol Sci 2014; 15:23658-71. [PMID: 25530617 PMCID: PMC4284786 DOI: 10.3390/ijms151223658] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2014] [Revised: 12/01/2014] [Accepted: 12/12/2014] [Indexed: 02/06/2023] Open
Abstract
Myoglobin is one of the early biomarkers for acute myocardial infarction. Recently, we have screened an antibody with unique rapid reaction kinetics toward human myoglobin antigen. Antibodies with rapid reaction kinetics are thought to be an early IgG form produced during early stage of in vivo immunization. We produced a recombinant scFv fragment for the premature antibody from Escherichia coli using refolding technology. The scFv gene was constructed by connection of the V(H)-V(L) sequence with a (Gly4Ser)3 linker. The scFv fragment without the pelB leader sequence was expressed at a high level, but the solubility was extremely low. A high concentration of 8 M urea was used for denaturation. The dilution refolding process in the presence of arginine and the redox reagents GSH and GSSH successfully produced a soluble scFv protein. The resultant refolded scFv protein showed association and dissociation values of 9.32 × 10⁻⁴ M⁻¹·s⁻¹ and 6.29 × 10⁻³ s⁻¹, respectively, with an affinity value exceeding 10⁷ M⁻¹ (k(on)/k(off)), maintaining the original rapid reaction kinetics of the premature antibody. The refolded scFv could provide a platform for protein engineering for the clinical application for diagnosis of heart disease and the development of a continuous biosensor.
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Affiliation(s)
- Hyung-Nam Song
- Medical Proteomics Research Center, Korea Research Institute of Bioscience & Biotechnology, Daejeon 305-806, Korea.
| | - Jun-Hyuck Jang
- Department of Food and Biotechnology, Korea University, Sejong 339-700, Korea.
| | - Young-Wan Kim
- Department of Food and Biotechnology, Korea University, Sejong 339-700, Korea.
| | - Dong-Hyung Kim
- Department of Biotechnology and Bioinformatics, Korea University, Sejong 339-700, Korea.
| | - Sung-Goo Park
- Medical Proteomics Research Center, Korea Research Institute of Bioscience & Biotechnology, Daejeon 305-806, Korea.
| | - Myung Kyu Lee
- Medical Proteomics Research Center, Korea Research Institute of Bioscience & Biotechnology, Daejeon 305-806, Korea.
| | - Se-Hwan Paek
- Department of Biotechnology and Bioinformatics, Korea University, Sejong 339-700, Korea.
| | - Eui-Jeon Woo
- Medical Proteomics Research Center, Korea Research Institute of Bioscience & Biotechnology, Daejeon 305-806, Korea.
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25
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Saha S, Pashov A, Siegel ER, Murali R, Kieber-Emmons T. Defining the recognition elements of Lewis Y-reactive antibodies. PLoS One 2014; 9:e104208. [PMID: 25117628 PMCID: PMC4130537 DOI: 10.1371/journal.pone.0104208] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2013] [Accepted: 07/11/2014] [Indexed: 11/23/2022] Open
Abstract
Antibody response to carbohydrate antigens is often independent of T cells and the process of affinity/specificity improvement is considered strictly dependent on the germinal centers. Antibodies induced during a T cell-independent type 2 (TI-2) response are less variable and less functionally versatile than those induced with T cell help. The antigen specificity consequences of accumulation of somatic mutations in antibodies during TI-2 responses of Marginal Zone (MZ) B cells is a fact that still needs explanation. Germline genes that define carbohydrate-reactive antibodies are known to sculpt antibody-combining sites containing innate, key side-chain contacts that define the antigen recognition step. However, substitutions associated with MZ B cell derived antibodies might affect the mobility and polyspecificity of the antibody. To examine this hypothesis, we analyzed antibodies reactive with the neolactoseries antigen Lewis Y (LeY) to define the residue subset required for the reactive repertoire for the LeY antigen. Our molecular simulation studies of crystallographically determined and modeled antibody-LeY complexes suggests that the heavy-chain germline gene VH7183.a13.20 and the light-chain Vκ cr1 germline gene are sufficient to account for the recognition of the trisaccharide-H determinant Types 1–4, while the specificity for LeY is driven by the CDR3 backbone conformation of the heavy chain and not the side chain interactions. These results confirm that these monoclonals use germline-encoded amino acids to recognize simple carbohydrate determinants like trisaccharide-H but relies on somatic mutations in the periphery of the combining site to modify affinity for LeY through electrostatic interactions that leads to their optimized binding. These observations bring further attention to the role of mutations in T-cell independent antibodies to distinguish self from non-self carbohydrate antigens.
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Affiliation(s)
- Somdutta Saha
- Bioinformatics Graduate Program, University of Arkansas at Little Rock/University of Arkansas for Medical Sciences, Little Rock, Arkansas, United States of America
| | - Anastas Pashov
- Stephan Angelov Institute of Microbiology, Bulgarian Academy of Sciences, Sofia, Bulgaria
| | - Eric R. Siegel
- Winthrop P. Rockefeller Cancer Institute, University of Arkansas for Medical Sciences, Little Rock, Arkansas, United States of America
| | - Ramachandran Murali
- Department of Biological Sciences, Research Division of Immunology, Cedars-Sinai Medical Center, Los Angeles, California, United States of America
| | - Thomas Kieber-Emmons
- Winthrop P. Rockefeller Cancer Institute, University of Arkansas for Medical Sciences, Little Rock, Arkansas, United States of America
- * E-mail:
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Murakami A, Moriyama H, Osako-Kabasawa M, Endo K, Nishimura M, Udaka K, Muramatsu M, Honjo T, Azuma T, Shimizu T. Low-affinity IgM antibodies lacking somatic hypermutations are produced in the secondary response of C57BL/6 mice to (4-hydroxy-3-nitrophenyl)acetyl hapten. Int Immunol 2013; 26:195-208. [PMID: 24285827 DOI: 10.1093/intimm/dxt057] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2023] Open
Abstract
Class-switched memory B cells, which are generated through the processes of somatic hypermutation (SHM) and affinity-based selection in germinal centers, contribute to the production of affinity-matured IgG antibodies in the secondary immune response. However, changes in the affinity of IgM antibodies during the immune response have not yet been studied, although IgM(+) memory B cells have been shown to be generated. In order to understand the relationship between IgM affinity and the recall immune response, we prepared hybridomas producing anti-(4-hydroxy-3-nitrophenyl)acetyl (NP) IgM antibodies from C57BL/6 mice and from activation-induced cytidine deaminase (AID)-deficient mice. Binding analysis by ELISA showed that mAbs obtained from the secondary immune response contained IgM mAbs with affinity lower than the affinity of mAbs obtained from the primary response. By analyzing sequences of the IgM genes of hybridomas and plasma cells, we found many unmutated VH genes. VH genes that had neither tyrosine nor glycine at position 95 were frequent. The repertoire change may correlate with the lower affinity of IgM antibodies in the secondary response. The sequence and affinity changes in IgM antibodies were shown to be independent of SHM by analyzing hybridomas from AID-deficient mice. A functional assay revealed a reciprocal relationship between affinity and complement-dependent hemolytic activity toward NP-conjugated sheep RBCs; IgM antibodies with lower affinities had higher hemolytic activity. These findings indicate that lower affinity IgM antibodies with enhanced complement activation function are produced in the secondary immune response.
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Affiliation(s)
- Akikazu Murakami
- Laboratory of Structural Immunology, Division of Bioinformatics, Research Institute for Biomedical Sciences (RIBS), Tokyo University of Science, Chiba 278-0022, Japan
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28
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Finton KAK, Larimore K, Larman HB, Friend D, Correnti C, Rupert PB, Elledge SJ, Greenberg PD, Strong RK. Autoreactivity and exceptional CDR plasticity (but not unusual polyspecificity) hinder elicitation of the anti-HIV antibody 4E10. PLoS Pathog 2013; 9:e1003639. [PMID: 24086134 PMCID: PMC3784475 DOI: 10.1371/journal.ppat.1003639] [Citation(s) in RCA: 43] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2013] [Accepted: 08/04/2013] [Indexed: 01/19/2023] Open
Abstract
The broadly-neutralizing anti-HIV antibody 4E10 recognizes an epitope in the membrane-proximal external region of the HIV envelope protein gp41. Previous attempts to elicit 4E10 by vaccination with envelope-derived or reverse-engineered immunogens have failed. It was presumed that the ontogeny of 4E10-equivalent responses was blocked by inherent autoreactivity and exceptional polyreactivity. We generated 4E10 heavy-chain knock-in mice, which displayed significant B cell dysregulation, consistent with recognition of autoantigen/s by 4E10 and the presumption that tolerance mechanisms may hinder the elicitation of 4E10 or 4E10-equivalent responses. Previously proposed candidate 4E10 autoantigens include the mitochondrial lipid cardiolipin and a nuclear splicing factor, 3B3. However, using carefully-controlled assays, 4E10 bound only weakly to cardiolipin-containing liposomes, but also bound negatively-charged, non-cardiolipin-containing liposomes comparably poorly. 4E10/liposome binding was predominantly mediated by electrostatic interactions rather than presumed hydrophobic interactions. The crystal structure of 4E10 free of bound ligands showed a dramatic restructuring of the combining site, occluding the HIV epitope binding site and revealing profound flexibility, but creating an electropositive pocket consistent with non-specific binding of phospholipid headgroups. These results strongly suggested that antigens other than cardiolipin mediate 4E10 autoreactivity. Using a synthetic peptide library spanning the human proteome, we determined that 4E10 displays limited and focused, but unexceptional, polyspecificity. We also identified a novel autoepitope shared by three ER-resident inositol trisphosphate receptors, validated through binding studies and immunohistochemistry. Tissue staining with 4E10 demonstrated reactivity consistent with the type 1 inositol trisphosphate receptor as the most likely candidate autoantigen, but is inconsistent with splicing factor 3B3. These results demonstrate that 4E10 recognition of liposomes competes with MPER recognition and that HIV antigen and autoepitope recognition may be distinct enough to permit eliciting 4E10-like antibodies, evading autoimmunity through directed engineering. However, 4E10 combining site flexibility, exceptional for a highly-matured antibody, may preclude eliciting 4E10 by conventional immunization strategies.
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Affiliation(s)
- Kathryn A K Finton
- Division of Basic Sciences, Fred Hutchinson Cancer Research Center, Seattle, Washington, United States of America
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Bates JT, Keefer CJ, Utley TJ, Correia BE, Schief WR, Crowe JE. Reversion of somatic mutations of the respiratory syncytial virus-specific human monoclonal antibody Fab19 reveal a direct relationship between association rate and neutralizing potency. JOURNAL OF IMMUNOLOGY (BALTIMORE, MD. : 1950) 2013; 190:3732-9. [PMID: 23455501 PMCID: PMC3608519 DOI: 10.4049/jimmunol.1202964] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
Abstract
The role of affinity in determining neutralizing potency of mAbs directed against viruses is not well understood. We investigated the kinetic, structural, and functional advantage conferred by individual naturally occurring somatic mutations in the Ab H chain V region of Fab19, a well-described neutralizing human mAb directed to respiratory syncytial virus. Comparison of the affinity-matured Ab Fab19 with recombinant Fab19 Abs that were variants containing reverted amino acids from the inferred unmutated ancestor sequence revealed the molecular basis for affinity maturation of this Ab. Enhanced binding was achieved through mutations in the third H chain CDR (HCDR3) that conferred a markedly faster on-rate and a desirable increase in antiviral neutralizing activity. In contrast, most somatic mutations in the HCDR1 and HCDR2 regions did not significantly enhance Ag binding or antiviral activity. We observed a direct relationship between the measured association rate (Kon) for F protein and antiviral activity. Modeling studies of the structure of the Ag-Ab complex suggested the HCDR3 loop interacts with the antigenic site A surface loop of the respiratory syncytial virus F protein, previously shown to contain the epitope for this Ab by experimentation. These studies define a direct relationship of affinity and neutralizing activity for a viral glycoprotein-specific human mAb.
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Affiliation(s)
- John T. Bates
- The Vanderbilt Vaccine Center, Vanderbilt University Medical Center,
Nashville, TN
| | | | - Thomas J. Utley
- Department of Pathology, Microbiology, and Immunology,
Vanderbilt University Medical Center, Nashville, TN
| | - Bruno E. Correia
- Department of Chemical Physiology, The Scripps Research
Institute, La Jolla, CA
| | - William R. Schief
- Department of Immunology and Microbial Science, The Scripps
Research Institute, La Jolla, CA
| | - James E. Crowe
- The Vanderbilt Vaccine Center, Vanderbilt University Medical Center,
Nashville, TN
- Department of Pediatrics, Vanderbilt University Medical
Center, Nashville, TN
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Kim DH, Seo SM, Paek SH, Lim GS, Paek SH. Premature antibodies with rapid reaction kinetics and their characterization for diagnostic applications. Anal Biochem 2011; 420:54-60. [PMID: 21964440 DOI: 10.1016/j.ab.2011.09.006] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2011] [Revised: 09/02/2011] [Accepted: 09/08/2011] [Indexed: 10/17/2022]
Abstract
In this study, rapidly reversible antibodies were produced and the binding kinetics, stability, and utility as an analytical binder were evaluated. The number of times the animals were immunized with the antigen (myoglobin as marker for acute myocardial infarction [AMI]) was limited to two, increasing the chances of producing premature antibodies that rapidly reacted with the binding partner in both association and dissociation. The rate constants were higher than 1×10(6)M(-1)s(-1) and 1×10(-3)s(-1), respectively, and the affinity exceeded 10(8)M(-1). They responded to an abrupt environmental change (acidic pH in this study) where the reaction kinetics was changed to slow binding, particularly for dissociation, resulting in a 10-fold increase in affinity. The binding characteristic before and after the transition were stable at 37°C for longer than 1 month, suggesting that the rapidly reversible antibody was the intermediate of the slow binder. The rapid kinetic antibody was used as the primary binder in the conventional competitive immunoassay, which displayed a lower sensitivity than the transformed antibody due to its lower affinity. We further demonstrated that, on combination with a microfluidic label-free sensor, the reaction could be continuously monitored in serum medium by recycling the same antibody without employing the regeneration step.
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Affiliation(s)
- Dong-Hyung Kim
- Department of Bio-Microsystem Technology, Korea University, Sungbuk-gu, Seoul 136-701, Republic of Korea
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Nishimura M, Murakami A, Hara Y, Azuma T. Characterization of memory B cells responsible for affinity maturation of anti- (4-hydroxy-3-nitrophenyl)acetyl (NP) antibodies. Int Immunol 2011; 23:271-85. [PMID: 21421736 DOI: 10.1093/intimm/dxr002] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023] Open
Abstract
We searched for memory B cells responsible for high-affinity anti-(4-hydroxy-3-nitrophenyl)acetyl (NP) antibody production by C57BL/6 mice immunized with NP-chicken γ-globulin (CGG), using flow cytometry. We first prepared transfectants expressing B-cell antigen receptor (BCR) of known affinity as a memory B-cell model as well as NP-allophycocyanin (APC) of different NP valences, NP(lo), NP(med) and NP(hi). We then used the latter as probes capable of distinguishing BCR affinities: NP(lo)-APC bound to BCRs with an affinity higher than 3.4 × 10(6) M(-1), while NP(med)-APC bound to those with a higher than germline affinity. B cells capable of binding to NP(lo)-APC appeared in spleens on day 14 post-immunization, and harbored Tyr95 (Tyr95 type) as well as a mutation from Trp33 to Leu. B cells with BCRs harboring Gly95 (Gly95 type) appeared only in the NP(med)-APC-binding fraction on day 56 and in the NP(lo)-APC-binding fraction on day 77, indicating that this long duration was necessary for Gly95 type B cells to acquire high affinity and to become a member of the group of memory B cells with high affinity. Administration of NP-CGG on day 77 caused little change in the proportion of the Gly95 type in NP(lo)-APC-binding B cells in the following 2 weeks but brought about an increase in the number of high-affinity antibody-secreting cells (ASC), suggesting that the memory B-cell compartment established was maintained at a later stage and supplied high-affinity ASCs. The relationship between these Gly95 type memory B cells and ASCs is discussed.
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Affiliation(s)
- Miyuki Nishimura
- Research Institute for Biological Sciences, Tokyo University of Science, 2669 Yamazaki, Noda, Chiba 278-0022, Japan
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Murakami A, Takahashi Y, Nishimura M, Shimizu T, Azuma T. The amino acid residue at position 95 and the third CDR region in the H chain determine the ceiling affinity and the maturation pathway of an anti-(4-hydroxy-3-nitrophenyl)acetyl antibody. Mol Immunol 2010; 48:48-58. [PMID: 20961619 DOI: 10.1016/j.molimm.2010.09.013] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2010] [Revised: 09/20/2010] [Accepted: 09/20/2010] [Indexed: 10/18/2022]
Abstract
Two groups of anti-(4-hydroxy-3-nitrophenyl)acetyl (NP) Abs each possessing a different amino acid, Tyr or Gly, at position 95, appeared respectively at early and late stages of immunization. The early Abs predominantly harbored Tyr95 and were referred to as the Tyr95 type. These had ∼100-fold lower ceiling affinity than the late Abs harboring Gly95, which were referred to as the Gly95 type. We found that in order to raise affinity, the Tyr95 type utilized a mutation at position 33 in V(H), while the Gly95 type used multiple mutations in both V(H) and V(L), and that the effect of the mutations was reciprocal; the former mutation had a positive effect on Tyr95 type Abs but a negative effect on Gly95 type Abs, and vice versa. The reciprocal effect of these mutations on affinity enabled us to assess the type of Abs prepared by introducing 20 different amino acids at position 95. We found that Abs harboring Lys95, Arg95, Pro95, and Tyr95 belonged to the Tyr95 type and those with Ala95 and Gly95, to the Gly95 type. Since this dependency on the amino acid at position 95 was observed in H chains whose third CDR (CDR 3H) consisted of 9 amino acids and not 11, the CDR 3H region was also considered to play an important role in determining the maturation pathway and the magnitude of the ceiling affinity.
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Affiliation(s)
- Akikazu Murakami
- Research Institute for Biological Sciences (RIBS), Tokyo University of Science, 2669 Yamazaki, Noda, Chiba 278-0022, Japan
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Zimmermann J, Romesberg FE, Brooks CL, Thorpe IF. Molecular description of flexibility in an antibody combining site. J Phys Chem B 2010; 114:7359-70. [PMID: 20455589 PMCID: PMC2892760 DOI: 10.1021/jp906421v] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
Mature antibodies (Abs) that are exquisitely specific for virtually any foreign molecule may be produced by affinity maturation of naïve (or germline) Abs. However, the finite number of germline Abs available suggests that, in contrast to mature Abs, germline Abs must be broadly polyspecific so that they are able to recognize a wide range of ligands. Thus, affinity maturation must play a role in mediating Ab specificity. One biophysical property that distinguishes polyspecificity from specificity is protein flexibility; a flexible combining site is able to adopt different conformations that recognize different foreign molecules (or antigens), while a rigid combining site is locked into a conformation that is specific for a given antigen. Recent studies (Proc. Natl. Acad. Sci. U.S.A. 2007, 104, 8821-8826) have examined, at the atomic level, the structural properties that mediate changes in flexibility at four stages of affinity maturation in the 4-4-20 Ab. These studies employed molecular dynamics simulations to reveal a network of residue interactions that mediate the flexibility changes accompanying maturation. The flexibility of the Ab combining sites in these molecular systems was originally measured using three-pulse photon echo spectroscopy (3PEPS). The present investigation extends this work by providing a concrete link between structural properties of the Ab molecules and features of the spectroscopic measurements used to characterize their flexibility. Results obtained from the simulations are in good qualitative agreement with the experimental measurements and indicate that the spectroscopic signal is sensitive to protein dynamics distributed throughout the entire combining site. Thus, the simulations provide a molecular-level interpretation of the changes induced by affinity maturation of the Ab. The results suggest that 3PEPS spectroscopy in combination with molecular dynamics simulations can provide a detailed description of protein dynamics and, in this case, how it is evolved for biological function.
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Affiliation(s)
- Jörg Zimmermann
- Corresponding author. , Phone : (858) 784-7335, Fax : (858) 784-7472. , Phone: (410) 455-5728, Fax: (410) 455-2608
| | | | | | - Ian F. Thorpe
- Corresponding author. , Phone : (858) 784-7335, Fax : (858) 784-7472. , Phone: (410) 455-5728, Fax: (410) 455-2608
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Effects of antibody affinity and antigen valence on molecular forms of immune complexes. Mol Immunol 2009; 47:357-64. [PMID: 19800690 DOI: 10.1016/j.molimm.2009.09.009] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2009] [Accepted: 09/03/2009] [Indexed: 11/20/2022]
Abstract
The effect of antibody affinity on molecular forms of immune complexes was investigated by measuring antigen-antibody interactions using surface plasmon resonance (SPR), electrospray ionization time-of-flight mass spectrometry under non-denaturing conditions (MS), analytical ultracentrifugation (AUC), and transmission electron microscopy (TEM). (4-Hydroxy-3-nitrophenyl)acetic acid (NP) of different valences was conjugated to bovine serum albumin (BSA) and these conjugates were used as antigens. In the interaction between N1G9, a low affinity antibody, and NP(7)-BSA, a 1:1 immune complex was detected as the major product and higher molecular weight complexes were not obtained by any of the methods employed. These results suggested that N1G9 predominantly formed an intramolecular divalent complex with NP(7)-BSA using the two Fab arms of an antibody. Although complexes of various sizes were detected by MS, AUC, and TEM in the interaction between C6, a high affinity antibody, and NP(7)-BSA, only 1:1 immune complexes were observed by SPR. These results showed that two NP(7)-BSA molecules cannot simultaneously bind to an antibody, irrespective of antibody affinity strength, when the Fc region is immobilized to a flexible dextran matrix on sensor chip but are able to do so with high affinity antibodies free in solution. The results also showed that the stoichiometry of the antigen-antibody interaction is altered by restricting the movement of the Fc region. Since immunoglobulins exist as antibodies in solution or as B cell receptors on the cell surface, it is suggested that interactions of B cell receptors with polyvalent antigens such as NP-BSA might be different from those of antibodies free in solution.
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Acchione M, Lipschultz CA, DeSantis ME, Shanmuganathan A, Li M, Wlodawer A, Tarasov S, Smith-Gill SJ. Light chain somatic mutations change thermodynamics of binding and water coordination in the HyHEL-10 family of antibodies. Mol Immunol 2009; 47:457-64. [PMID: 19781789 DOI: 10.1016/j.molimm.2009.08.018] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2009] [Accepted: 08/28/2009] [Indexed: 01/14/2023]
Abstract
Thermodynamic and structural studies addressed the increased affinity due to L-chain somatic mutations in the HyHEL-10 family of affinity matured IgG antibodies, using ITC, SPR with van't Hoff analysis, and X-ray crystallography. When compared to the parental antibody H26L26, the H26L10 and H26L8 chimeras binding to lysozyme showed an increase in favorable DeltaG(o) of -1.2+/-0.1 kcal mol(-1) and -1.3+/-0.1 kcal mol(-1), respectively. Increase in affinity of the H26L10 chimera was due to a net increase in favorable enthalpy change with little difference in change in entropy compared to H26L26. The H26L8 chimera exhibited the greatest increase in favorable enthalpy but also showed an increase in unfavorable entropy change, with the result being that the affinities of both chimeras were essentially equivalent. Site-directed L-chain mutants identified the shared somatic mutation S30G as the dominant contributor to increasing affinity to lysozyme. This mutation was not influenced by H-chain somatic mutations. Residue 30L is at the periphery of the binding interface and S30G effects an increase in hydrophobicity and decrease in H-bonding ability and size, but does not make any new energetically important antigen contacts. A new 1.2-A structure of the H10L10-HEL complex showed changes in the pattern of both inter- and intra-molecular water bridging with no other significant structural alterations near the binding interface compared to the H26L26-HEL complex. These results highlight the necessity for investigating both the structure and the thermodynamics associated with introduced mutations, in order to better assess and understand their impact on binding. Furthermore, it provides an important example of how backbone flexibility and water-bridging may favorably influence the thermodynamics of an antibody-antigen interaction.
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Affiliation(s)
- Mauro Acchione
- Structural Biophysics Laboratory, Center for Cancer Research, National Cancer Institute, Frederick, MD, USA
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36
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Babor M, Kortemme T. Multi-constraint computational design suggests that native sequences of germline antibody H3 loops are nearly optimal for conformational flexibility. Proteins 2009; 75:846-58. [PMID: 19194863 DOI: 10.1002/prot.22293] [Citation(s) in RCA: 49] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
The limited size of the germline antibody repertoire has to recognize a far larger number of potential antigens. The ability of a single antibody to bind multiple ligands due to conformational flexibility in the antigen-binding site can significantly enlarge the repertoire. Among the six complementarity determining regions (CDRs) that generally comprise the binding site, the CDR H3 loop is particularly variable. Computational protein design studies showed that predicted low energy sequences compatible with a given backbone structure often have considerable similarity to the corresponding native sequences of naturally occurring proteins, indicating that native protein sequences are close to optimal for their structures. Here, we take a step forward to determine whether conformational flexibility, believed to play a key functional role in germline antibodies, is also central in shaping their native sequence. In particular, we use a multi-constraint computational design strategy, along with the Rosetta scoring function, to propose that the native sequences of CDR H3 loops from germline antibodies are nearly optimal for conformational flexibility. Moreover, we find that antibody maturation may lead to sequences with a higher degree of optimization for a single conformation, while disfavoring sequences that are intrinsically flexible. In addition, this computational strategy allows us to predict mutations in the CDR H3 loop to stabilize the antigen-bound conformation, a computational mimic of affinity maturation, that may increase antigen binding affinity by preorganizing the antigen binding loop. In vivo affinity maturation data are consistent with our predictions. The method described here can be useful to design antibodies with higher selectivity and affinity by reducing conformational diversity.
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Affiliation(s)
- Mariana Babor
- California Institute for Quantitative Biosciences, University of California San Francisco, San Francisco, California 94158-2330, USA
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37
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Thermodynamics and density of binding of a panel of antibodies to high-molecular-weight capsular polysaccharides. CLINICAL AND VACCINE IMMUNOLOGY : CVI 2008; 16:37-42. [PMID: 19005020 DOI: 10.1128/cvi.00290-08] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
The interaction between antipolysaccharide (anti-PS) antibodies and their antigens was investigated by the use of isothermal titration calorimetry to determine the thermodynamic binding constant (K), the change in the enthalpy of binding (DeltaH), and the binding density (N) to high-molecular-weight PSs. From these values, the change in the entropy of binding (DeltaS) was calculated. The thermodynamic parameters of binding to high-molecular-weight capsular PSs are reported for two monoclonal antibodies (MAbs) with different specificities for meningococcal serogroup C PS, five MAbs specific for different pneumococcal serotypes, and the Fab fragments of two antipneumococcal MAbs. The K values were in the range of 10(6) to 10(7) M(-1), and these values were 1 to 2 orders of magnitude greater than the previously reported K values derived from antibody-oligosaccharide interactions. The DeltaH associated with binding was favorable for each MAb and Fab fragment. The DeltaS associated with binding was also generally favorable for both the MAbs and the Fab fragments, with the exception of the anti-serotype 14 MAb and its Fab fragment. N provides information regarding how densely MAbs or Fabs can bind along PS chains and, as expressed in terms of monosaccharides, was very similar for the seven MAbs, with an average of 12 monosaccharides per bound MAb. The value of N for each Fab was smaller, with five or seven monosaccharides per bound Fab. These results suggest that steric interactions between antibody molecules are a major influence on the values of N of high-affinity MAbs to capsular PSs.
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38
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Dimitrov JD, Lacroix-Desmazes S, Kaveri SV, Vassilev TL. Insight into the mechanism of the acquired antibody auto-reactivity. Autoimmun Rev 2008; 7:410-4. [DOI: 10.1016/j.autrev.2008.03.016] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2008] [Accepted: 03/12/2008] [Indexed: 12/12/2022]
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39
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Kallewaard NL, McKinney BA, Gu Y, Chen A, Prasad BVV, Crowe JE. Functional Maturation of the Human Antibody Response to Rotavirus. THE JOURNAL OF IMMUNOLOGY 2008; 180:3980-9. [DOI: 10.4049/jimmunol.180.6.3980] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
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40
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Poulsen TR, Meijer PJ, Jensen A, Nielsen LS, Andersen PS. Kinetic, affinity, and diversity limits of human polyclonal antibody responses against tetanus toxoid. THE JOURNAL OF IMMUNOLOGY 2007; 179:3841-50. [PMID: 17785821 DOI: 10.4049/jimmunol.179.6.3841] [Citation(s) in RCA: 61] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Abstract
Due to technical limitations, little knowledge exists on the composition of Ag-specific polyclonal Ab responses. Hence, we here present a molecular analysis of two representative human Ab repertoires isolated by using a novel single-cell cloning approach. The observed genetic diversity among tetanus toxoid-specific plasma cells indicate that human polyclonal repertoires are limited to the order of 100 B cell clones and hypermutated variants thereof. Affinity and kinetic binding constants are log-normally distributed, and median values are close to the proposed affinity ceilings for positive selection. Abs varied a million-fold in affinity but were restricted in their off-rates with an upper limit of 2 x 10(-3) s(-1). Identification of Abs of high affinity without hypermutations in combination with a modest effect of hypermutations on observed affinity increases indicate that Abs selected from the naive repertoire are not only of low affinity but cover a relatively large span in affinity, reaching into the subnanomolar range.
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MESH Headings
- Adult
- Amino Acid Sequence
- Antibodies, Bacterial/biosynthesis
- Antibodies, Bacterial/genetics
- Antibodies, Bacterial/isolation & purification
- Antibodies, Bacterial/metabolism
- Antibodies, Monoclonal/biosynthesis
- Antibodies, Monoclonal/genetics
- Antibody Affinity/genetics
- Antibody Diversity/genetics
- Clostridium tetani/immunology
- Complementarity Determining Regions/biosynthesis
- Complementarity Determining Regions/genetics
- Female
- Gene Rearrangement, B-Lymphocyte, Heavy Chain
- Humans
- Immunoglobulin Joining Region/biosynthesis
- Immunoglobulin Joining Region/genetics
- Immunoglobulin Variable Region/biosynthesis
- Immunoglobulin Variable Region/genetics
- Kinetics
- Male
- Molecular Sequence Data
- Sequence Homology, Amino Acid
- Sequence Homology, Nucleic Acid
- Tetanus Toxoid/immunology
- Tetanus Toxoid/metabolism
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41
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Kuba H, Furukawa A, Okajima T, Furukawa K. Efficient bacterial production of functional antibody fragments using a phagemid vector. Protein Expr Purif 2007; 58:292-300. [PMID: 18077183 DOI: 10.1016/j.pep.2007.10.019] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2007] [Accepted: 10/23/2007] [Indexed: 11/25/2022]
Abstract
The so-called 'in vitro evolutionary method' using a phage display system has been applied for protein engineering of the antigen-binding fragment of antibodies (Fab) by conducting random mutagenesis at the antigen-binding site in combination with antigen-based biopanning. However, isolated phage clones displaying Fab cannot necessarily be used for efficient bacterial production of engineered Fab proteins, often due to deleterious defects in their proper folding abilities derived in compensation for the gain of high affinity for a particular antigen. We here report a new method of an efficient and direct bacterial expression system for the phagemid-coded Fab proteins without use of the helper phage. To overcome a low folding efficiency derived from somatic hypermutations, if any, we have established optimum conditions for bacterial cultivation and protein expression, utilizing unusually long cultivation time (>50 h) and very low temperature (25 degrees C) and thereby leading to the production and extracellular secretion of Fab proteins in a very high yield (3-15 mg/L of culture). The purified Fab folded correctly and could efficiently bind an antigen, as judged by circular dichroism and isothermal titration calorimetry, respectively.
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Affiliation(s)
- Hiroyoshi Kuba
- Age Dimension Research Center, National Institute of Advanced Industrial Science and Technology (AIST), AIST Tsukuba Central 6, 1-1-1 Higashi, Tsukuba, Ibaraki 305-8566, Japan
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42
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Jackola DR, Blackburn C, Sveum M, Rosenberg A. Entropy-favored human antibody binding reactions with a non-infectious antigen. Mol Immunol 2007; 45:1494-500. [PMID: 17949816 DOI: 10.1016/j.molimm.2007.08.023] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2007] [Accepted: 08/03/2007] [Indexed: 11/17/2022]
Abstract
Little is known about the thermodynamic properties of human antibodies directed against 'natural' antigen surfaces, possibly due to the complex interactions that are involved. Using an affinity distribution method, we have previously characterized the binding reactions between a major allergen from ragweed, Amb a 1, and serum Amb a 1-specific IgE as a model system. We determined the temperature dependence of these interactions using serum samples from people with established allergic sensitivity to ragweed pollen. Each sample provided evidence for three epitope-specific IgE reactions with extremely high equilibrium binding affinities @ 37 degrees C (10(8) to 10(11)M(-1)). Determining the affinities over a range of temperatures (4-41 degrees C) revealed a favorable exothermic Gibbs free energy change, DeltaG approximately -17.59 (+/- 5.04)kcal/M, comparable to previous reports using monoclonal antibodies produced against well-defined artificial antigens. In contrast to previous studies, in this system there was minimal input from enthalpy: DeltaH approximately -2.41 (+/- 2.32)kcal/M. However, a significant contribution was found from entropic changes: DeltaS approximately 48.98 (+/- 9.20)cal/KM. Human 'secondary antibodies' such as IgE, produced after exposure to 'natural' antigens, are optimized in terms of their high equilibrium binding constants with the antigen (allergen) that induced their production. Thermodynamically this is exemplified by minimal enthalpic (bond formation) concomitant with significant entropic (alignment) contributions to the total free energy change of reaction. These results suggest a high degree of 'complementarity' between the antibody and antigen surfaces in this experimental system, and may be a general guiding principle in the evolution of antibody repertoires by the adaptive immune system.
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Affiliation(s)
- Duaine R Jackola
- The Asthma & Allergy Program, Department of Medicine, University of Minnesota Medical School, Mayo Mail Code 434, 420 Delaware St. S.E., Minneapolis, MN 55455, USA.
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43
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Furukawa K, Shimizu T, Murakami A, Kono R, Nakagawa M, Sagawa T, Yamato I, Azuma T. Strategy for affinity maturation of an antibody with high evolvability to (4-hydroxy-3-nitrophenyl) acetyl hapten. Mol Immunol 2007; 44:2436-45. [PMID: 17118452 DOI: 10.1016/j.molimm.2006.10.023] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2006] [Revised: 10/13/2006] [Accepted: 10/19/2006] [Indexed: 10/23/2022]
Abstract
In order to quantitate the contribution of amino acid replacements to an increase in affinity during affinity maturation, we measured thermodynamic parameters of the antigen-antibody interaction for a group of anti-(4-hydroxy-3-nitrophenyl) acetyl monoclonal antibodies whose differences in amino acid sequences had arisen only from somatic hypermutation. We prepared a common ancestor and hypothetical intermediate clones that might occur on the affinity maturation pathway, by employing site-directed mutagenesis. Isothermal calorimetric titration of the antigen-antibody reaction revealed that antibody evolution proceeds in two steps. The first step is driven by a decrease in enthalpy, in which two amino acid replacements in the VL region play an essential role. Further accumulation of amino acid replacements in VH and VL regions during the second step induce a progressive increase in affinity, which is driven by an increase in entropy, which has a cooperative mutational effect.
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Affiliation(s)
- Koji Furukawa
- Age Dimension Research Center, National Institute of Advanced Industrial Science and Technology (AIST), AIST Tsukuba Central 6, 1-1-1 Higashi, Tsukuba, Ibaraki 305-8566, Japan
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44
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Sagawa T, Azuma T, Sasaki YC. Dynamical regulations of protein-ligand bindings at single molecular level. Biochem Biophys Res Commun 2007; 355:770-5. [PMID: 17320819 DOI: 10.1016/j.bbrc.2007.02.031] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2007] [Accepted: 02/05/2007] [Indexed: 11/28/2022]
Abstract
We present new quantitative regulations of the binding-affinity using dynamical single-molecule detection system with X-rays. In the study of antigen-antibody interactions, we found that structural fluctuations of single-molecules were negatively regulated by antigen-binding. Although strategies to produce ligand-induced stability have been well studied from the macro aspect both theoretically and experimentally, our dynamical single-molecular experimental results are first observations with angstrom accuracy in the real-time and space. It is considered that those negative regulations of protein structural fluctuations with binding event are related to biological functions. In addition, we clarified that ratio between antigen-binding condition and no-binding one in observed structural fluctuations are extremely relative to the binding-affinity. These results indicate that the phenomena of protein-ligand interactions considered as stable states can be defined as results of dynamical processes at the single-molecule level. Such new quantifications from angstrom-level structural fluctuations can be applied to various biological science and biotechnologies.
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Affiliation(s)
- Takuma Sagawa
- Sasaki-team, Core Research for Evolutional Science and Technology, Japan Science and Technology Agency, 2-20-5, Akebono-cho, Tachikawa, Tokyo 190-0012, Japan
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45
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Dimitrov JD, Lacroix-Desmazes S, Kaveri SV, Vassilev TL. Transition towards antigen-binding promiscuity of a monospecific antibody. Mol Immunol 2006; 44:1854-63. [PMID: 17097144 DOI: 10.1016/j.molimm.2006.10.002] [Citation(s) in RCA: 30] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2006] [Revised: 10/04/2006] [Accepted: 10/10/2006] [Indexed: 11/28/2022]
Abstract
Polyspecificity is defined as the ability of a given antibody molecule to bind a large panel of structurally diverse antigens. A fraction of circulating IgG in all healthy individuals acquires promiscuous antigen-binding activity only after a transient exposure to certain protein destabilizing factors. The molecular mechanisms of this phenomenon are not well understood. Exposures to protein destabilizing agents are common steps in immunoglobulin isolation and purification processes. We performed kinetic and thermodynamic analyses using surface plasmon resonance-based technique in order to characterize the interactions of a single mouse monoclonal antibody to its cognate antigen before and after induction of promiscuous antigen-binding activity. The obtained results, suggest that enhanced antigen binding activity induced by exposure to mild denaturing condition resulted from an increase in the structural flexibility of the antigen-binding site. Further pH and ionic strength-dependence analyses of the antibody/antigen interactions demonstrated that the transition to promiscuous antigen-binding was accompanied by a change in the type of non-covalent forces involved in the complex formation. Moreover, from this study, it is evident that an antibody molecule could use two distinct thermodynamic pathways for binding to the same antigen while retaining the same value of the binding affinity. The obtained results may contribute to the understanding of the molecular mechanisms that lay behind natural antibody polyspecificity.
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Affiliation(s)
- Jordan D Dimitrov
- Department of Immunology, Stephan Angeloff Institute of Microbiology, Bulgarian Academy of Sciences, Acad. G.Bonchev St., Block 26, 1113 Sofia, Bulgaria
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46
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Dufner P, Jermutus L, Minter RR. Harnessing phage and ribosome display for antibody optimisation. Trends Biotechnol 2006; 24:523-9. [PMID: 17000017 DOI: 10.1016/j.tibtech.2006.09.004] [Citation(s) in RCA: 48] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2006] [Revised: 08/24/2006] [Accepted: 09/14/2006] [Indexed: 12/16/2022]
Abstract
Therapeutic antibodies have become a major driving force for the biopharmaceutical industry; therefore, the discovery and development of safe and efficacious antibody leads have become competitive processes. Phage and ribosome display are ideal tools for the generation of such molecules and have already delivered an approved drug as well as a multitude of clinical candidates. Because they are capable of searching billions of antibody variants in tailored combinatorial libraries, they are particularly applicable to potency optimisation. In conjunction with targeted, random or semi-rational mutagenesis strategies, they deliver large panels of potent antibody leads. This review introduces the two technologies, compares them with respect to their use in antibody optimisation and highlights how they can be exploited for the successful and efficient generation of putative drug candidates.
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Affiliation(s)
- Patrick Dufner
- Cambridge Antibody Technology, Milstein Building, Granta Park, Cambridge CB1 6GH, UK
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47
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Zimmermann J, Oakman EL, Thorpe IF, Shi X, Abbyad P, Brooks CL, Boxer SG, Romesberg FE. Antibody evolution constrains conformational heterogeneity by tailoring protein dynamics. Proc Natl Acad Sci U S A 2006; 103:13722-7. [PMID: 16954202 PMCID: PMC1564241 DOI: 10.1073/pnas.0603282103] [Citation(s) in RCA: 101] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
The evolution of proteins with novel function is thought to start from precursor proteins that are conformationally heterogeneous. The corresponding genes may be duplicated and then mutated to select and optimize a specific conformation. However, testing this idea has been difficult because of the challenge of quantifying protein flexibility and conformational heterogeneity as a function of evolution. Here, we report the characterization of protein heterogeneity and dynamics as a function of evolution for the antifluorescein antibody 4-4-20. Using nonlinear laser spectroscopy, surface plasmon resonance, and molecular dynamics simulations, we demonstrate that evolution localized the Ab-combining site from a heterogeneous ensemble of conformations to a single conformation by introducing mutations that act cooperatively and over significant distances to rigidify the protein. This study demonstrates how protein dynamics may be tailored by evolution and has important implications for our understanding of how novel protein functions are evolved.
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Affiliation(s)
| | | | - Ian F. Thorpe
- Molecular Biology, The Scripps Research Institute, 10550 North Torrey Pines Road, La Jolla, CA 92037; and
| | - Xinghua Shi
- Department of Chemistry, Stanford University, Stanford, CA 94305
| | - Paul Abbyad
- Department of Chemistry, Stanford University, Stanford, CA 94305
| | - Charles L. Brooks
- Molecular Biology, The Scripps Research Institute, 10550 North Torrey Pines Road, La Jolla, CA 92037; and
| | - Steven G. Boxer
- Department of Chemistry, Stanford University, Stanford, CA 94305
| | - Floyd E. Romesberg
- Departments of *Chemistry and
- To whom correspondence should be addressed. E-mail:
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Furukawa K, Manabe A, Furukawa A, Kuba H, Okajima T, Azuma T. Initial repertoire of anti-(4-hydroxy-3-nitrophenylacetyl) antibodies as potential donors for effective affinity maturation. Mol Immunol 2006; 43:1751-60. [PMID: 16406527 DOI: 10.1016/j.molimm.2005.11.009] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2005] [Revised: 11/16/2005] [Accepted: 11/18/2005] [Indexed: 11/22/2022]
Abstract
We previously found that there are two distinct antibody (Ab) maturation pathways for the immune response of C57BL/6 mice to 4-hydroxy-3-nitrophenylacetyl (NP), one involving Abs with high evolvability (group-H) and the other involving Abs with low evolvability (group-L). Commitment to whichever pathway is followed pre-determined in B cells at an early developmental stage. Candidates for the group-L or -H pathway are thus expected to pre-exist in the initial repertoire of the immune response. In the present study, we examined the initial Ab repertoire from the viewpoint of the latent potential of these Abs for effective affinity maturation. At first, we prepared anti-NP B cell hybridomas at 1 week postimmunization. Although the diversity of the obtained repertoire was maintained mainly by the third complementarity determining region of the heavy chain (CDR-H3), their changes in the near UV circular dichroism resulting from NP-binding allowed for classification into three groups according to the same rules applied in the pathway classification of the maturated Abs. This suggested that the innate structural properties of CDR-H3 were conserved throughout maturation. In other words, in exploring the structure of CDR-H3, it is possible to distinguish the latent potentials of Abs in effective affinity maturation even those making up the initial Ab repertoire. We then examined an artificially designed group-H Ab prototype and found its NP-binding ability sufficient for engagement in the initial repertoire. The question arose here as to why the majority of the actual initial repertoire consisted of the group-L ancestors regardless of their middling NP-binding affinity, which called for further discussion from the viewpoint of the dynamics possibly shaping the repertoire.
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Affiliation(s)
- Koji Furukawa
- Research Institute for Biological Sciences (RIBS), Tokyo University of Science, 2669, Yamazaki, Noda, Chiba 278-0022, Japan.
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Abstract
In the year 2003 there was a 17% increase in the number of publications citing work performed using optical biosensor technology compared with the previous year. We collated the 962 total papers for 2003, identified the geographical regions where the work was performed, highlighted the instrument types on which it was carried out, and segregated the papers by biological system. In this overview, we spotlight 13 papers that should be on everyone's 'must read' list for 2003 and provide examples of how to identify and interpret high-quality biosensor data. Although we still find that the literature is replete with poorly performed experiments, over-interpreted results and a general lack of understanding of data analysis, we are optimistic that these shortcomings will be addressed as biosensor technology continues to mature.
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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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Midelfort KS, Hernandez HH, Lippow SM, Tidor B, Drennan CL, Wittrup KD. Substantial Energetic Improvement with Minimal Structural Perturbation in a High Affinity Mutant Antibody. J Mol Biol 2004; 343:685-701. [PMID: 15465055 DOI: 10.1016/j.jmb.2004.08.019] [Citation(s) in RCA: 102] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2004] [Revised: 07/27/2004] [Accepted: 08/09/2004] [Indexed: 11/17/2022]
Abstract
Here, we compare an antibody with the highest known engineered affinity (K(d)=270 fM) to its high affinity wild-type (K(d)=700 pM) through thermodynamic, kinetic, structural, and theoretical analyses. The 4M5.3 anti-fluorescein single chain antibody fragment (scFv) contains 14 mutations from the wild-type 4-4-20 scFv and has a 1800-fold increase in fluorescein-binding affinity. The dissociation rate is approximately 16,000 times slower in the mutant; however, this substantial improvement is offset somewhat by the association rate, which is ninefold slower in the mutant. Enthalpic contributions to binding were found by calorimetry to predominate in the differential binding free energy. The crystal structure of the 4M5.3 mutant complexed with antigen was solved to 1.5A resolution and compared with a previously solved structure of an antigen-bound 4-4-20 Fab fragment. Strikingly, the structural comparison shows little difference between the two scFv molecules (backbone RMSD of 0.6A), despite the large difference in affinity. Shape complementarity exhibits a small improvement between the variable light chain and variable heavy chain domains within the antibody, but no significant improvement in shape complementarity of the antibody with the antigen is observed in the mutant over the wild-type. Theoretical modeling calculations show electrostatic contributions to binding account for -1.2 kcal/mol to -3.5 kcal/mol of the binding free energy change, of which -1.1 kcal/mol is directly associated with the mutated residue side-chains. The electrostatic analysis reveals several mechanistic explanations for a portion of the improvement. Collectively, these data provide an example where very high binding affinity is achieved through the cumulative effect of many small structural alterations.
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Affiliation(s)
- K S Midelfort
- Biological Engineering Division, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
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