1
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Trier NH, Houen G. Antibody Cross-Reactivity in Auto-Immune Diseases. Int J Mol Sci 2023; 24:13609. [PMID: 37686415 PMCID: PMC10487534 DOI: 10.3390/ijms241713609] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2023] [Revised: 08/25/2023] [Accepted: 08/29/2023] [Indexed: 09/10/2023] Open
Abstract
Autoimmunity is defined by the presence of antibodies and/or T cells directed against self-components. Although of unknown etiology, autoimmunity commonly is associated with environmental factors such as infections, which have been reported to increase the risk of developing autoimmune diseases. Occasionally, similarities between infectious non-self and self-tissue antigens may contribute to immunological cross-reactivity in autoimmune diseases. These reactions may be interpreted as molecular mimicry, which describes cross-reactivity between foreign pathogens and self-antigens that have been reported to cause tissue damage and to contribute to the development of autoimmunity. By focusing on the nature of antibodies, cross-reactivity in general, and antibody-antigen interactions, this review aims to characterize the nature of potential cross-reactive immune reactions between infectious non-self and self-tissue antigens which may be associated with autoimmunity but may not actually be the cause of disease onset.
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Affiliation(s)
- Nicole Hartwig Trier
- Department of Neurology, Rigshospitalet Glostrup, Valdemar Hansens Vej 1-23, 2600 Glostrup, Denmark
| | - Gunnar Houen
- Department of Neurology, Rigshospitalet Glostrup, Valdemar Hansens Vej 1-23, 2600 Glostrup, Denmark
- Department of Biochemistry and Molecular Biology, University of Southern Denmark, Campusvej 55, 5230 Odense M, Denmark
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2
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Li JD, Wu GP, Li LH, Wang LT, Liang YF, Fang RY, Zhang QL, Xie LL, Shen X, Shen YD, Xu ZL, Wang H, Hammock BD. Structural Insights into the Stability and Recognition Mechanism of the Antiquinalphos Nanobody for the Detection of Quinalphos in Foods. Anal Chem 2023; 95:11306-11315. [PMID: 37428097 PMCID: PMC10829938 DOI: 10.1021/acs.analchem.3c01370] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/11/2023]
Abstract
Nanobodies (Nbs) have great potential in immunoassays due to their exceptional physicochemical properties. With the immortal nature of Nbs and the ability to manipulate their structures using protein engineering, it will become increasingly valuable to understand what structural features of Nbs drive high stability, affinity, and selectivity. Here, we employed an anti-quinalphos Nb as a model to illustrate the structural basis of Nbs' distinctive physicochemical properties and the recognition mechanism. The results indicated that the Nb-11A-ligand complexes exhibit a "tunnel" binding mode formed by CDR1, CDR2, and FR3. The orientation and hydrophobicity of small ligands are the primary determinants of their diverse affinities to Nb-11A. In addition, the primary factors contributing to Nb-11A's limited stability at high temperatures and in organic solvents are the rearrangement of the hydrogen bonding network and the enlargement of the binding cavity. Importantly, Ala 97 and Ala 34 at the active cavity's bottom and Arg 29 and Leu 73 at its entrance play vital roles in hapten recognition, which were further confirmed by mutant Nb-F3. Thus, our findings contribute to a deeper understanding of the recognition and stability mechanisms of anti-hapten Nbs and shed new light on the rational design of novel haptens and directed evolution to produce high-performance antibodies.
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Affiliation(s)
- Jia-Dong Li
- Guangdong Provincial Key Laboratory of Food Quality and Safety, National-Local Joint Engineering Research Center for Processing and Safety Control of Livestock and Poultry Products, College of Food Science, South China Agricultural University, Guangzhou 510642, China
| | - Guang-Pei Wu
- Guangdong Provincial Key Laboratory of Food Quality and Safety, National-Local Joint Engineering Research Center for Processing and Safety Control of Livestock and Poultry Products, College of Food Science, South China Agricultural University, Guangzhou 510642, China
| | - Li-Hua Li
- Future Technology Institute, South China Normal University, 510631, China
| | - Lan-Teng Wang
- CAS Key Laboratory of Quantitative Engineering Biology, Shenzhen Institute of Synthetic Biology, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen 518055, China
| | - Yi-Fan Liang
- Guangdong Provincial Key Laboratory of Food Quality and Safety, National-Local Joint Engineering Research Center for Processing and Safety Control of Livestock and Poultry Products, College of Food Science, South China Agricultural University, Guangzhou 510642, China
| | - Ru-Yu Fang
- Guangdong Provincial Key Laboratory of Food Quality and Safety, National-Local Joint Engineering Research Center for Processing and Safety Control of Livestock and Poultry Products, College of Food Science, South China Agricultural University, Guangzhou 510642, China
| | - Qiu-Ling Zhang
- Guangdong Provincial Key Laboratory of Food Quality and Safety, National-Local Joint Engineering Research Center for Processing and Safety Control of Livestock and Poultry Products, College of Food Science, South China Agricultural University, Guangzhou 510642, China
| | - Ling-Ling Xie
- Guangdong Provincial Key Laboratory of Food Quality and Safety, National-Local Joint Engineering Research Center for Processing and Safety Control of Livestock and Poultry Products, College of Food Science, South China Agricultural University, Guangzhou 510642, China
| | - Xing Shen
- Guangdong Provincial Key Laboratory of Food Quality and Safety, National-Local Joint Engineering Research Center for Processing and Safety Control of Livestock and Poultry Products, College of Food Science, South China Agricultural University, Guangzhou 510642, China
| | - Yu-Dong Shen
- Guangdong Provincial Key Laboratory of Food Quality and Safety, National-Local Joint Engineering Research Center for Processing and Safety Control of Livestock and Poultry Products, College of Food Science, South China Agricultural University, Guangzhou 510642, China
| | - Zhen-Lin Xu
- Guangdong Provincial Key Laboratory of Food Quality and Safety, National-Local Joint Engineering Research Center for Processing and Safety Control of Livestock and Poultry Products, College of Food Science, South China Agricultural University, Guangzhou 510642, China
| | - Hong Wang
- Guangdong Provincial Key Laboratory of Food Quality and Safety, National-Local Joint Engineering Research Center for Processing and Safety Control of Livestock and Poultry Products, College of Food Science, South China Agricultural University, Guangzhou 510642, China
| | - Bruce D. Hammock
- Department of Entomology and Nematology, UCD Comprehensive Cancer Center, University of California-Davis, California 95616, United States
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3
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Passon M, De Smedt S, Svilenov HL. Principles of antibodies with ultralong complementarity-determining regions and picobodies. Biotechnol Adv 2023; 64:108120. [PMID: 36764335 DOI: 10.1016/j.biotechadv.2023.108120] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2022] [Revised: 02/01/2023] [Accepted: 02/06/2023] [Indexed: 02/11/2023]
Abstract
In contrast to other species, cattle possess exceptional antibodies with ultra-long complementarity-determining regions (ulCDRs) that can consist of 40-70 amino acids. The bovine ulCDR is folded into a stalk and a disulfide-rich knob domain. The binding to the antigen is via the 3-6 kDa knob. There exists an immense sequence and structural diversity in the knob that enables binding to different antigens. Here we summarize the current knowledge of the ulCDR structure and provide an overview of the approaches to discover ulCDRs against novel antigens. Furthermore, we outline protein engineering approaches inspired by the natural ulCDRs. Finally, we discuss the enormous potential of using isolated bovine knobs, also named picobodies, as the smallest antigen-binding domains derived from natural antibodies.
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Affiliation(s)
- Marcel Passon
- Faculty of Pharmaceutical Sciences, Ghent University, Ottergemsesteenweg 460, 9000 Gent, Belgium
| | - Stefaan De Smedt
- Faculty of Pharmaceutical Sciences, Ghent University, Ottergemsesteenweg 460, 9000 Gent, Belgium
| | - Hristo L Svilenov
- Faculty of Pharmaceutical Sciences, Ghent University, Ottergemsesteenweg 460, 9000 Gent, Belgium.
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4
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Ausserwöger H, Schneider MM, Herling TW, Arosio P, Invernizzi G, Knowles TPJ, Lorenzen N. Non-specificity as the sticky problem in therapeutic antibody development. Nat Rev Chem 2022; 6:844-861. [PMID: 37117703 DOI: 10.1038/s41570-022-00438-x] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/07/2022] [Indexed: 11/16/2022]
Abstract
Antibodies are highly potent therapeutic scaffolds with more than a hundred different products approved on the market. Successful development of antibody-based drugs requires a trade-off between high target specificity and target binding affinity. In order to better understand this problem, we here review non-specific interactions and explore their fundamental physicochemical origins. We discuss the role of surface patches - clusters of surface-exposed amino acid residues with similar physicochemical properties - as inducers of non-specific interactions. These patches collectively drive interactions including dipole-dipole, π-stacking and hydrophobic interactions to complementary moieties. We elucidate links between these supramolecular assembly processes and macroscopic development issues, such as decreased physical stability and poor in vivo half-life. Finally, we highlight challenges and opportunities for optimizing protein binding specificity and minimizing non-specificity for future generations of therapeutics.
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5
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Rezaei S, Sefidbakht Y, Uskoković V. Comparative molecular dynamics study of the receptor-binding domains in SARS-CoV-2 and SARS-CoV and the effects of mutations on the binding affinity. J Biomol Struct Dyn 2022; 40:4662-4681. [PMID: 33331243 PMCID: PMC7784839 DOI: 10.1080/07391102.2020.1860829] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2020] [Accepted: 12/03/2020] [Indexed: 02/07/2023]
Abstract
Here, we report on a computational comparison of the receptor-binding domains (RBDs) on the spike proteins of severe respiratory syndrome coronavirus-2 (SARS-CoV-2) and SARS-CoV in free forms and as complexes with angiotensin-converting enzyme 2 (ACE2) as their receptor in humans. The impact of 42 mutations discovered so far on the structure and thermodynamics of SARS-CoV-2 RBD was also assessed. The binding affinity of SARS-CoV-2 RBD for ACE2 is higher than that of SARS-CoV RBD. The binding of COVA2-04 antibody to SARS-CoV-2 RBD is more energetically favorable than the binding of COVA2-39, but also less favorable than the formation of SARS-CoV-2 RBD-ACE2 complex. The net charge, the dipole moment and hydrophilicity of SARS-CoV-2 RBD are higher than those of SARS-CoV RBD, producing lower solvation and surface free energies and thus lower stability. The structure of SARS-CoV-2 RBD is also more flexible and more open, with a larger solvent-accessible surface area than that of SARS-CoV RBD. Single-point mutations have a dramatic effect on distribution of charges, most prominently at the site of substitution and its immediate vicinity. These charge alterations alter the free energy landscape, while X→F mutations exhibit a stabilizing effect on the RBD structure through π stacking. F456 and W436 emerge as two key residues governing the stability and affinity of the spike protein for its ACE2 receptor. These analyses of the structural differences and the impact of mutations on different viral strains and members of the coronavirus genera are an essential aid in the development of effective therapeutic strategies. Communicated by Ramaswamy H. Sarma.
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Affiliation(s)
- Shokouh Rezaei
- Protein Research Center, Shahid Behesti University, Tehran, Iran
| | - Yahya Sefidbakht
- Protein Research Center, Shahid Behesti University, Tehran, Iran
| | - Vuk Uskoković
- Advanced Materials and Nanobiotechnology Laboratory, TardigradeNano, Irvine, CA, USA
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6
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Di Rienzo L, Milanetti E, Ruocco G, Lepore R. Quantitative Description of Surface Complementarity of Antibody-Antigen Interfaces. Front Mol Biosci 2021; 8:749784. [PMID: 34660699 PMCID: PMC8514621 DOI: 10.3389/fmolb.2021.749784] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2021] [Accepted: 09/14/2021] [Indexed: 11/29/2022] Open
Abstract
Antibodies have the remarkable ability to recognise their cognate antigens with extraordinary affinity and specificity. Discerning the rules that define antibody-antigen recognition is a fundamental step in the rational design and engineering of functional antibodies with desired properties. In this study we apply the 3D Zernike formalism to the analysis of the surface properties of the antibody complementary determining regions (CDRs). Our results show that shape and electrostatic 3DZD descriptors of the surface of the CDRs are predictive of antigen specificity, with classification accuracy of 81% and area under the receiver operating characteristic curve (AUC) of 0.85. Additionally, while in terms of surface size, solvent accessibility and amino acid composition, antibody epitopes are typically not distinguishable from non-epitope, solvent-exposed regions of the antigen, the 3DZD descriptors detect significantly higher surface complementarity to the paratope, and are able to predict correct paratope-epitope interaction with an AUC = 0.75.
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Affiliation(s)
- Lorenzo Di Rienzo
- Center for Life Nano and Neuro-Science, Istituto Italiano di Tecnologia, Rome, Italy
| | - Edoardo Milanetti
- Center for Life Nano and Neuro-Science, Istituto Italiano di Tecnologia, Rome, Italy
- Department of Physics, Sapienza University, Rome, Italy
| | - Giancarlo Ruocco
- Center for Life Nano and Neuro-Science, Istituto Italiano di Tecnologia, Rome, Italy
- Department of Physics, Sapienza University, Rome, Italy
| | - Rosalba Lepore
- Department of Biomedicine, Basel University Hospital and University of Basel, Basel, Switzerland
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7
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Palte RL, Juan V, Gomez-Llorente Y, Bailly MA, Chakravarthy K, Chen X, Cipriano D, Fayad GN, Fayadat-Dilman L, Gathiaka S, Greb H, Hall B, Handa M, Hsieh M, Kofman E, Lin H, Miller JR, Nguyen N, O'Neil J, Shaheen H, Sterner E, Strickland C, Sun A, Taremi S, Scapin G. Cryo-EM structures of inhibitory antibodies complexed with arginase 1 provide insight into mechanism of action. Commun Biol 2021; 4:927. [PMID: 34326456 PMCID: PMC8322407 DOI: 10.1038/s42003-021-02444-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2021] [Accepted: 06/18/2021] [Indexed: 11/09/2022] Open
Abstract
Human Arginase 1 (hArg1) is a metalloenzyme that catalyzes the hydrolysis of L-arginine to L-ornithine and urea, and modulates T-cell-mediated immune response. Arginase-targeted therapies have been pursued across several disease areas including immunology, oncology, nervous system dysfunction, and cardiovascular dysfunction and diseases. Currently, all published hArg1 inhibitors are small molecules usually less than 350 Da in size. Here we report the cryo-electron microscopy structures of potent and inhibitory anti-hArg antibodies bound to hArg1 which form distinct macromolecular complexes that are greater than 650 kDa. With local resolutions of 3.5 Å or better we unambiguously mapped epitopes and paratopes for all five antibodies and determined that the antibodies act through orthosteric and allosteric mechanisms. These hArg1:antibody complexes present an alternative mechanism to inhibit hArg1 activity and highlight the ability to utilize antibodies as probes in the discovery and development of peptide and small molecule inhibitors for enzymes in general.
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Affiliation(s)
- Rachel L Palte
- Department of Discovery Chemistry, Merck & Co., Inc., Boston, MA, USA.
| | - Veronica Juan
- Department of Discovery Biologics, Merck & Co., Inc., South San Francisco, CA, USA
| | | | - Marc Andre Bailly
- Department of Discovery Biologics, Merck & Co., Inc., South San Francisco, CA, USA
| | - Kalyan Chakravarthy
- Department of Discovery Biology, Merck & Co., Inc., Boston, MA, USA
- Ipsen Bioscience Inc., Cambridge, MA, USA
| | - Xun Chen
- Department of Discovery Chemistry, Merck & Co., Inc., Kenilworth, NJ, USA
| | - Daniel Cipriano
- Department of Discovery Biologics, Merck & Co., Inc., South San Francisco, CA, USA
| | - Ghassan N Fayad
- Department of Preclinical Development, Merck & Co., Inc., Boston, MA, USA
| | | | - Symon Gathiaka
- Department of Discovery Chemistry, Merck & Co., Inc., Boston, MA, USA
| | - Heiko Greb
- Department of Discovery Biologics, Merck & Co., Inc., South San Francisco, CA, USA
- Synthekine Inc., Menlo Park, CA, USA
| | - Brian Hall
- Department of Discovery Biologics, Merck & Co., Inc., Boston, MA, USA
| | - Mas Handa
- Department of Discovery Biologics, Merck & Co., Inc., South San Francisco, CA, USA
| | - Mark Hsieh
- Department of Discovery Biologics, Merck & Co., Inc., South San Francisco, CA, USA
| | - Esther Kofman
- Department of Discovery Biologics, Merck & Co., Inc., South San Francisco, CA, USA
| | - Heping Lin
- Department of Discovery Biologics, Merck & Co., Inc., Boston, MA, USA
| | - J Richard Miller
- Department of Discovery Biology, Merck & Co., Inc., Boston, MA, USA
| | - Nhung Nguyen
- Department of Discovery Biologics, Merck & Co., Inc., South San Francisco, CA, USA
| | - Jennifer O'Neil
- Department of Discovery Oncology, Merck & Co., Inc., Boston, MA, USA
- Xilio Therapeutics, Waltham, MA, USA
| | - Hussam Shaheen
- Department of Discovery Biologics, Merck & Co., Inc., Boston, MA, USA
- Pandion Therapeutics, Cambridge, MA, USA
| | - Eric Sterner
- Department of Discovery Biologics, Merck & Co., Inc., Boston, MA, USA
| | - Corey Strickland
- Department of Discovery Chemistry, Merck & Co., Inc., Kenilworth, NJ, USA
| | - Angie Sun
- Department of Discovery Biologics, Merck & Co., Inc., Boston, MA, USA
| | - Shane Taremi
- Department of Discovery Biologics, Merck & Co., Inc., Boston, MA, USA
| | - Giovanna Scapin
- Department of Discovery Chemistry, Merck & Co., Inc., Kenilworth, NJ, USA
- NanoImaging Services, Woburn, MA, USA
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8
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Al Qaraghuli MM, Kubiak-Ossowska K, Ferro VA, Mulheran PA. Structural Analysis of Anti-Hapten Antibodies to Identify Long-Range Structural Movements Induced by Hapten Binding. Front Mol Biosci 2021; 8:633526. [PMID: 33869281 PMCID: PMC8044860 DOI: 10.3389/fmolb.2021.633526] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2020] [Accepted: 02/17/2021] [Indexed: 11/21/2022] Open
Abstract
Antibodies are well known for their high specificity that has enabled them to be of significant use in both therapeutic and diagnostic applications. Antibodies can recognize different antigens, including proteins, carbohydrates, peptides, nucleic acids, lipids, and small molecular weight haptens that are abundantly available as hormones, pharmaceuticals, and pesticides. Here we focus on a structural analysis of hapten-antibody couples and identify potential structural movements originating from the hapten binding by comparison with unbound antibody, utilizing 40 crystal structures from the Protein Data Bank. Our analysis reveals three binding surface trends; S1 where a pocket forms to accommodate the hapten, S2 where a pocket is removed when the hapten binds, and S3 where no pockets changes are found. S1 and S2 are expected for induced-fit binding, whereas S3 indicates that a pre-existing population of optimal binding antibody conformation exists. The structural analysis reveals four classifications of structural reorganization, some of which correlate to S2 but not to the other binding surface changes. These observations demonstrate the complexity of the antibody-antigen interaction, where structural changes can be restricted to the binding sites, or extend through the constant domains to propagate structural changes. This highlights the importance of structural analysis to ensure successful and compatible transformation of small antibody fragments at the early discovery stage into full antibodies during the subsequent development stages, where long-range structural changes are required for an Fc effector response.
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Affiliation(s)
- Mohammed M Al Qaraghuli
- Department of Chemical and Process Engineering, University of Strathclyde, Glasgow, United Kingdom.,SiMologics Ltd., The Enterprise Hub, Glasgow, United Kingdom
| | - Karina Kubiak-Ossowska
- Department of Chemical and Process Engineering, University of Strathclyde, Glasgow, United Kingdom.,Department of Physics, University of Strathclyde, Glasgow, United Kingdom
| | - Valerie A Ferro
- Strathclyde Institute of Pharmacy and Biomedical Sciences, University of Strathclyde, Glasgow, United Kingdom
| | - Paul A Mulheran
- Department of Chemical and Process Engineering, University of Strathclyde, Glasgow, United Kingdom
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9
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Al Qaraghuli MM, Kubiak-Ossowska K, Ferro VA, Mulheran PA. Antibody-protein binding and conformational changes: identifying allosteric signalling pathways to engineer a better effector response. Sci Rep 2020; 10:13696. [PMID: 32792612 PMCID: PMC7426963 DOI: 10.1038/s41598-020-70680-0] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2020] [Accepted: 07/23/2020] [Indexed: 12/11/2022] Open
Abstract
Numerous monoclonal antibodies have been developed successfully for the treatment of various diseases. Nevertheless, the development of biotherapeutic antibodies is complex, expensive, and time-consuming, and to facilitate this process, careful structural analysis beyond the antibody binding site is required to develop a more efficacious antibody. In this work, we focused on protein antigens, since they induce the largest antibody changes, and provide interesting cases to compare and contrast. The structures of 15 anti-protein antibodies were analysed to compare the antigen-bound/unbound forms. Surprisingly, three different classes of binding-induced changes were identified. In class (B1), the antigen binding fragment distorted significantly, and we found changes in the loop region of the heavy chain's constant domain; this corresponds well with expected allosteric movements. In class (B2), we found changes in the same loop region without the overall distortion. In class (B3), these changes did not present, and only local changes at the complementarity determining regions were found. Consequently, structural analysis of antibodies is crucial for therapeutic development. Careful evaluation of allosteric movements must be undertaken to develop better effector responses, especially during the transformation of these antibodies from small fragments at the discovery stage to full antibodies at the subsequent development stages.
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Affiliation(s)
- Mohammed M Al Qaraghuli
- Department of Chemical and Process Engineering, University of Strathclyde, Glasgow, G1 1XJ, UK.
- SiMologics Ltd. The Enterprise Hub, Level 6 Graham Hills Building, 50 Richmond Street, Glasgow, G1 1XP, UK.
| | - Karina Kubiak-Ossowska
- Department of Chemical and Process Engineering, University of Strathclyde, Glasgow, G1 1XJ, UK
- Department of Physics, University of Strathclyde, Glasgow, G4 0NG, UK
| | - Valerie A Ferro
- Strathclyde Institute of Pharmacy and Biomedical Sciences, University of Strathclyde, 161 Cathedral Street, Glasgow, G4 0RE, UK
| | - Paul A Mulheran
- Department of Chemical and Process Engineering, University of Strathclyde, Glasgow, G1 1XJ, UK
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10
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Voronin DV, Kozlova AA, Verkhovskii RA, Ermakov AV, Makarkin MA, Inozemtseva OA, Bratashov DN. Detection of Rare Objects by Flow Cytometry: Imaging, Cell Sorting, and Deep Learning Approaches. Int J Mol Sci 2020; 21:E2323. [PMID: 32230871 PMCID: PMC7177904 DOI: 10.3390/ijms21072323] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2019] [Revised: 02/25/2020] [Accepted: 03/25/2020] [Indexed: 12/14/2022] Open
Abstract
Flow cytometry nowadays is among the main working instruments in modern biology paving the way for clinics to provide early, quick, and reliable diagnostics of many blood-related diseases. The major problem for clinical applications is the detection of rare pathogenic objects in patient blood. These objects can be circulating tumor cells, very rare during the early stages of cancer development, various microorganisms and parasites in the blood during acute blood infections. All of these rare diagnostic objects can be detected and identified very rapidly to save a patient's life. This review outlines the main techniques of visualization of rare objects in the blood flow, methods for extraction of such objects from the blood flow for further investigations and new approaches to identify the objects automatically with the modern deep learning methods.
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Affiliation(s)
- Denis V. Voronin
- Laboratory of Biomedical Photoacoustics, Saratov State University, 410012 Saratov, Russia
- Department of Physical and Colloid Chemistry, National University of Oil and Gas (Gubkin University), 119991 Moscow, Russia
| | - Anastasiia A. Kozlova
- Laboratory of Biomedical Photoacoustics, Saratov State University, 410012 Saratov, Russia
| | - Roman A. Verkhovskii
- Laboratory of Biomedical Photoacoustics, Saratov State University, 410012 Saratov, Russia
- School of Urbanistics, Civil Engineering and Architecture, Yuri Gagarin State Technical University of Saratov, 410054 Saratov, Russia
| | - Alexey V. Ermakov
- Laboratory of Biomedical Photoacoustics, Saratov State University, 410012 Saratov, Russia
- Department of Biomedical Engineering, I. M. Sechenov First Moscow State Medical University, 119991 Moscow, Russia
| | - Mikhail A. Makarkin
- Laboratory of Biomedical Photoacoustics, Saratov State University, 410012 Saratov, Russia
| | - Olga A. Inozemtseva
- Laboratory of Biomedical Photoacoustics, Saratov State University, 410012 Saratov, Russia
| | - Daniil N. Bratashov
- Laboratory of Biomedical Photoacoustics, Saratov State University, 410012 Saratov, Russia
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11
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Abstract
The origins of the various elements in the human antibody repertoire have been and still are subject to considerable uncertainty. Uncertainty in respect of whether the various elements have always served a specific defense function or whether they were co-opted from other organismal roles to form a crude naïve repertoire that then became more complex as combinatorial mechanisms were added. Estimates of the current size of the human antibody naïve repertoire are also widely debated with numbers anywhere from 10 million members, based on experimentally derived numbers, to in excess of one thousand trillion members or more, based on the different sequences derived from theoretical combinatorial calculations. There are questions that are relevant at both ends of this number spectrum. At the lower bound it could be questioned whether this is an insufficient repertoire size to counter all the potential antigen-bearing pathogens. At the upper bound the question is rather simpler: How can any individual interrogate such an astronomical number of antibody-bearing B cells in a timeframe that is meaningful? This review evaluates the evolutionary aspects of the adaptive immune system, the calculations that lead to the large repertoire estimates, some of the experimental evidence pointing to a more restricted repertoire whose variation appears to derive from convergent 'structure and specificity features', and includes a theoretical model that seems to support it. Finally, a solution that may reconcile the size difference anomaly, which is still a hot subject of debate, is suggested.
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12
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Abstract
In vertebrates, immunoglobulins (Igs), commonly known as antibodies, play an integral role in the armamentarium of immune defense against various pathogens. After an antigenic challenge, antibodies are secreted by differentiated B cells called plasma cells. Antibodies have two predominant roles that involve specific binding to antigens to launch an immune response, along with activation of other components of the immune system to fight pathogens. The ability of immunoglobulins to fight against innumerable and diverse pathogens lies in their intrinsic ability to discriminate between different antigens. Due to this specificity and high affinity for their antigens, antibodies have been a valuable and indispensable tool in research, diagnostics and therapy. Although seemingly a simple maneuver, the association between an antibody and its antigen, to make an antigen-antibody complex, is comprised of myriads of non-covalent interactions. Amino acid residues on the antigen binding site, the epitope, and on the antibody binding site, the paratope, intimately contribute to the energetics needed for the antigen-antibody complex stability. Structural biology methods to study antigen-antibody complexes are extremely valuable tools to visualize antigen-antibody interactions in detail; this helps to elucidate the basis of molecular recognition between an antibody and its specific antigen. The main scope of this chapter is to discuss the structure and function of different classes of antibodies and the various aspects of antigen-antibody interactions including antigen-antibody interfaces-with a special focus on paratopes, complementarity determining regions (CDRs) and other non-CDR residues important for antigen binding and recognition. Herein, we also discuss methods used to study antigen-antibody complexes, antigen recognition by antibodies, types of antigens in complexes, and how antigen-antibody complexes play a role in modern day medicine and human health. Understanding the molecular basis of antigen binding and recognition by antibodies helps to facilitate the production of better and more potent antibodies for immunotherapy, vaccines and various other applications.
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Affiliation(s)
- A Brenda Kapingidza
- Department of Chemistry and Biochemistry, University of South Carolina, Columbia, SC, 29208, USA
| | - Krzysztof Kowal
- Department of Allergology and Internal Medicine, Medical University of Bialystok, Bialystok, Poland
- Department of Experimental Allergology and Immunology, Medical University of Bialystok, Bialystok, Poland
| | - Maksymilian Chruszcz
- Department of Chemistry and Biochemistry, University of South Carolina, Columbia, SC, 29208, USA.
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13
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Kim JW, Kim S, Jang YH, Lim KI, Lee WH. Attomolar detection of virus by liquid coplanar-gate graphene transistor on plastic. NANOTECHNOLOGY 2019; 30:345502. [PMID: 30865941 DOI: 10.1088/1361-6528/ab0f52] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/23/2023]
Abstract
The direct method of detecting a virus with extremely low concentration is recommended for the diagnosis of viral disease. In this study, coplanar-gate graphene field-effect transistors (GFETs) were built on flexible polyethylene terephthalate substrates for the attomolar detection of a virus. The GFETs exhibited a very low detection limit of 47.8 aM with relatively low source/drain voltage due to aqueous dielectric media which stabilizes viruses and antibodies for specific bonding. The antibody as a probe molecule was decorated on a graphene surface using 1-pyrenebutanoic acid succinimidyl ester that had previously been immobilized on a graphene surface. The Dirac point voltage shifted downward after dropping the virus solution, due to the electrostatic gating effect of graphene in the antigen (namely, virus)-antibody complex. The virus detection platform used in this study is expected to be beneficial for direct diagnosis in saline environments, since the performances of GFETs were not significantly affected by the presence of Na+ and Cl-. Furthermore, since our flexible and transparent virus sensors can be used in a wearable device, they provide a simple and fast method for diagnosing viruses.
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Affiliation(s)
- Jin Woo Kim
- Department of Organic and Nano System Engineering, Konkuk University, Seoul 05029, Republic of Korea
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14
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Gasperino D, Baughman T, Hsieh HV, Bell D, Weigl BH. Improving Lateral Flow Assay Performance Using Computational Modeling. ANNUAL REVIEW OF ANALYTICAL CHEMISTRY (PALO ALTO, CALIF.) 2018; 11:219-244. [PMID: 29595992 DOI: 10.1146/annurev-anchem-061417-125737] [Citation(s) in RCA: 26] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/12/2023]
Abstract
The performance, field utility, and low cost of lateral flow assays (LFAs) have driven a tremendous shift in global health care practices by enabling diagnostic testing in previously unserved settings. This success has motivated the continued improvement of LFAs through increasingly sophisticated materials and reagents. However, our mechanistic understanding of the underlying processes that drive the informed design of these systems has not received commensurate attention. Here, we review the principles underpinning LFAs and the historical evolution of theory to predict their performance. As this theory is integrated into computational models and becomes testable, the criteria for quantifying performance and validating predictive power are critical. The integration of computational design with LFA development offers a promising and coherent framework to choose from an increasing number of novel materials, techniques, and reagents to deliver the low-cost, high-fidelity assays of the future.
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Affiliation(s)
- David Gasperino
- Intellectual Ventures Laboratory, Bellevue, Washington 98007, USA
| | - Ted Baughman
- Intellectual Ventures Laboratory, Bellevue, Washington 98007, USA
| | - Helen V Hsieh
- Intellectual Ventures Laboratory, Bellevue, Washington 98007, USA
| | - David Bell
- Intellectual Ventures Laboratory, Bellevue, Washington 98007, USA
| | - Bernhard H Weigl
- Intellectual Ventures Laboratory, Bellevue, Washington 98007, USA
- Department of Bioengineering, University of Washington, Seattle, Washington 98195, USA
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15
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Muyldermans S, Smider VV. Distinct antibody species: structural differences creating therapeutic opportunities. Curr Opin Immunol 2016; 40:7-13. [PMID: 26922135 PMCID: PMC4884505 DOI: 10.1016/j.coi.2016.02.003] [Citation(s) in RCA: 42] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2015] [Revised: 02/01/2016] [Accepted: 02/11/2016] [Indexed: 11/27/2022]
Abstract
Antibodies have been a remarkably successful class of molecules for binding a large number of antigens in therapeutic, diagnostic, and research applications. Typical antibodies derived from mouse or human sources use the surface formed by complementarity determining regions (CDRs) on the variable regions of the heavy chain/light chain heterodimer, which typically forms a relatively flat binding surface. Alternative species, particularly camelids and bovines, provide a unique paradigm for antigen recognition through novel domains which form the antigen binding paratope. For camelids, heavy chain antibodies bind antigen with only a single heavy chain variable region, in the absence of light chains. In bovines, ultralong CDR-H3 regions form an independently folding minidomain, which protrudes from the surface of the antibody and is diverse in both its sequence and disulfide patterns. The atypical paratopes of camelids and bovines potentially provide the ability to interact with different epitopes, particularly recessed or concave surfaces, compared to traditional antibodies.
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Affiliation(s)
- Serge Muyldermans
- Cellular and Molecular Immunology, Vrije Universiteit Brussel, Pleinlaan 2, 1050 Brussels, Belgium.
| | - Vaughn V Smider
- Fabrus Inc., Division of Sevion Therapeutics, San Diego, CA 92121, United States; Department of Cell and Molecular Biology, The Scripps Research Institute, La Jolla, CA 92037, United States.
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16
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Abstract
Rational engineering methods can be applied with success to optimize physicochemical characteristics of antibodies. Application of in silico analysis and prediction methods to antibody Fv regions can help to find residues affecting antibody-antigen affinity when high-resolution antibody structures or antibody-antigen complex structures are known. In these cases, the identification of residues affecting affinity can facilitate the selection of candidates for guided maturation by PCR using degenerate oligonucleotides. Here, we describe the utilization of a semi-rational approach to enhance the affinity of antibodies by combining in silico and traditional wet lab-based methods.
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17
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Li Y, Cortés J, Siméon T. Enhancing systematic protein-protein docking methods using ray casting: Application to ATTRACT. Proteins 2011; 79:3037-49. [DOI: 10.1002/prot.23127] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2010] [Revised: 06/20/2011] [Accepted: 07/12/2011] [Indexed: 11/10/2022]
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18
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Uchtenhagen H, Friemann R, Raszewski G, Spetz AL, Nilsson L, Achour A. Crystal structure of the HIV-2 neutralizing Fab fragment 7C8 with high specificity to the V3 region of gp125. PLoS One 2011; 6:e18767. [PMID: 21541316 PMCID: PMC3082531 DOI: 10.1371/journal.pone.0018767] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2010] [Accepted: 03/18/2011] [Indexed: 02/05/2023] Open
Abstract
7C8 is a mouse monoclonal antibody specific for the third hypervariable region (V3) of the human immunodeficiency virus type 2 (HIV-2)-associated protein gp125. The three-dimensional crystal structure of the Fab fragment of 7C8, determined to 2.7 Å resolution, reveals a deep and narrow antigen-binding cleft with architecture appropriate for an elongated epitope. The highly hydrophobic cleft is bordered on one side by the negatively charged second complementarity determining region (CDR2) and the unusually long positively charged CDR3 of the heavy chain and, on the other side, by the CDR1 of the light chain. Analysis of 7C8 in complex with molecular models of monomeric and trimeric gp125 highlights the importance of a conserved stretch of residues FHSQ that is localized centrally on the V3 region of gp125. Furthermore, modeling also indicates that the Fab fragment neutralizes the virus by sterically impairing subsequent engagement of the gp125 trimer with the co-receptor on the target cell.
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MESH Headings
- Amino Acid Sequence
- Animals
- Antibodies, Monoclonal/chemistry
- Antibodies, Monoclonal/immunology
- Antibodies, Neutralizing/chemistry
- Antibodies, Neutralizing/immunology
- Antibody Specificity/immunology
- Binding Sites
- Complementarity Determining Regions/chemistry
- Complementarity Determining Regions/immunology
- Computer Simulation
- Crystallography, X-Ray
- Epitopes/chemistry
- Epitopes/immunology
- HIV-2/immunology
- Humans
- Hydrophobic and Hydrophilic Interactions
- Immunoglobulin Fab Fragments/chemistry
- Immunoglobulin Fab Fragments/immunology
- Mice
- Models, Molecular
- Molecular Sequence Data
- Protein Multimerization
- Protein Structure, Secondary
- Protein Structure, Tertiary
- env Gene Products, Human Immunodeficiency Virus/chemistry
- env Gene Products, Human Immunodeficiency Virus/immunology
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Affiliation(s)
- Hannes Uchtenhagen
- F59 Department of Medicine, Center for Infectious Medicine (CIM), Karolinska University Hospital Huddinge, Karolinska Institutet, Stockholm, Sweden
| | - Rosmarie Friemann
- Department of Cell and Molecular Biology, Molecular Biophysics, Biomedical Center, Uppsala University, Uppsala, Sweden
| | - Grzegorz Raszewski
- Department of Biosciences and Nutrition, Center for Biosciences, Karolinska Institutet, Huddinge, Sweden
| | - Anna-Lena Spetz
- F59 Department of Medicine, Center for Infectious Medicine (CIM), Karolinska University Hospital Huddinge, Karolinska Institutet, Stockholm, Sweden
| | - Lennart Nilsson
- Department of Biosciences and Nutrition, Center for Biosciences, Karolinska Institutet, Huddinge, Sweden
| | - Adnane Achour
- F59 Department of Medicine, Center for Infectious Medicine (CIM), Karolinska University Hospital Huddinge, Karolinska Institutet, Stockholm, Sweden
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19
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Structural and functional studies of a 50 kDa antigenic protein from Salmonella enterica serovar Typhi. J Mol Graph Model 2011; 29:834-42. [PMID: 21371926 DOI: 10.1016/j.jmgm.2011.01.008] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2010] [Revised: 01/24/2011] [Accepted: 01/26/2011] [Indexed: 01/20/2023]
Abstract
The high typhoid incidence rate in developing and under-developed countries emphasizes the need for a rapid, affordable and accessible diagnostic test for effective therapy and disease management. TYPHIDOT®, a rapid dot enzyme immunoassay test for typhoid, was developed from the discovery of a ∼50 kDa protein specific for Salmonella enterica serovar Typhi. However, the structure of this antigen remains unknown till today. Studies on the structure of this antigen are important to elucidate its function, which will in turn increase the efficiency of the development and improvement of the typhoid detection test. This paper described the predictive structure and function of the antigenically specific protein. The homology modeling approach was employed to construct the three-dimensional structure of the antigen. The built structure possesses the features of TolC-like outer membrane protein. Molecular docking simulation was also performed to further probe the functionality of the antigen. Docking results showed that hexamminecobalt, Co(NH(3))(6)(3+), as an inhibitor of TolC protein, formed favorable hydrogen bonds with D368 and D371 of the antigen. The single point (D368A, D371A) and double point (D368A and D371A) mutations of the antigen showed a decrease (single point mutation) and loss (double point mutations) of binding affinity towards hexamminecobalt. The architecture features of the built model and the docking simulation reinforced and supported that this antigen is indeed the variant of outer membrane protein, TolC. As channel proteins are important for the virulence and survival of bacteria, therefore this ∼50 kDa channel protein is a good specific target for typhoid detection test.
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20
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On stabilization of a neutral aromatic ligand by π–cation interactions in monoclonal antibodies. Biophys Chem 2011; 154:35-40. [DOI: 10.1016/j.bpc.2010.12.005] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2010] [Revised: 12/13/2010] [Accepted: 12/14/2010] [Indexed: 11/22/2022]
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21
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Chambers SJ, Wyatt GM, Garrett SD, Morgan MRA. Alteration of the Binding Characteristics of a Recombinant scFv Anti-parathion Antibody - 2. Computer Modelling of Hapten Docking and Correlation with ELISA Binding. FOOD AGR IMMUNOL 2010. [DOI: 10.1080/09540109999744] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2022] Open
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22
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Malik A, Firoz A, Jha V, Sunderasan E, Ahmad S. Modeling the three-dimensional structures of an unbound single-chain variable fragment (scFv) and its hypothetical complex with a Corynespora cassiicola toxin, cassiicolin. J Mol Model 2010; 16:1883-93. [DOI: 10.1007/s00894-010-0680-1] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2009] [Accepted: 01/26/2010] [Indexed: 02/02/2023]
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23
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Yokota A, Tsumoto K, Shiroishi M, Nakanishi T, Kondo H, Kumagai I. Contribution of asparagine residues to the stabilization of a proteinaceous antigen-antibody complex, HyHEL-10-hen egg white lysozyme. J Biol Chem 2010; 285:7686-96. [PMID: 20038580 PMCID: PMC2844214 DOI: 10.1074/jbc.m109.089623] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2009] [Revised: 12/10/2009] [Indexed: 11/06/2022] Open
Abstract
Many germ line antibodies have asparagine residues at specific sites to achieve specific antigen recognition. To study the role of asparagine residues in the stabilization of antigen-antibody complexes, we examined the interaction between hen egg white lysozyme (HEL) and the corresponding HyHEL-10 variable domain fragment (Fv). We introduced Ala and Asp substitutions into the Fv side chains of L-Asn-31, L-Asn-32, and L-Asn-92, which interact directly with residues in HEL via hydrogen bonding in the wild-type Fv-HEL complex, and we investigated the interactions between these mutant antibodies and HEL. Isothermal titration calorimetric analysis showed that all the mutations decreased the negative enthalpy change and decreased the association constants of the interaction. Structural analyses showed that the effects of the mutations on the structure of the complex could be compensated for by conformational changes and/or by gains in other interactions. Consequently, the contribution of two hydrogen bonds was minor, and their abolition by mutation resulted in only a slight decrease in the affinity of the antibody for its antigen. By comparison, the other two hydrogen bonds buried at the interfacial area had large enthalpic advantage, despite entropic loss that was perhaps due to stiffening of the interface by the bonds, and were crucial to the strength of the interaction. Deletion of these strong hydrogen bonds could not be compensated for by other structural changes. Our results suggest that asparagine can provide the two functional groups for strong hydrogen bond formation, and their contribution to the antigen-antibody interaction can be attributed to their limited flexibility and accessibility at the complex interface.
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Affiliation(s)
- Akiko Yokota
- From the Department of Biomolecular Engineering, Graduate School of Engineering, Tohoku University, Aoba-yama 6-6-11, Sendai 980-8579
- the Protein Design Research Group, Institute for Biological Resources and Functions, National Institute of Advanced Industrial Science and Technology, 1-1-1 Higashi, Tsukuba, Ibaraki 305-8566
| | - Kouhei Tsumoto
- From the Department of Biomolecular Engineering, Graduate School of Engineering, Tohoku University, Aoba-yama 6-6-11, Sendai 980-8579
- the Department of Medical Genome Sciences, Graduate School of Frontier Sciences, University of Tokyo, Kashiwa 277-8562, and
| | - Mitsunori Shiroishi
- From the Department of Biomolecular Engineering, Graduate School of Engineering, Tohoku University, Aoba-yama 6-6-11, Sendai 980-8579
| | - Takeshi Nakanishi
- From the Department of Biomolecular Engineering, Graduate School of Engineering, Tohoku University, Aoba-yama 6-6-11, Sendai 980-8579
| | - Hidemasa Kondo
- the Functional Protein Research Group, Research Institute of Genome-based Biofactory, National Institute of Advanced Industrial Science and Technology, 2-17-2-1 Tsukisamu-Higashi, Toyohira, Sapporo 062-8517, Japan
| | - Izumi Kumagai
- From the Department of Biomolecular Engineering, Graduate School of Engineering, Tohoku University, Aoba-yama 6-6-11, Sendai 980-8579
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24
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Chi SW, Kim J, Yi GS, Hong HJ, Ryu SE. Broadly neutralizing anti-HBV antibody binds to non-epitope regions of preS1. FEBS Lett 2009; 583:3095-100. [DOI: 10.1016/j.febslet.2009.08.030] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2009] [Revised: 08/18/2009] [Accepted: 08/18/2009] [Indexed: 12/25/2022]
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25
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Longenecker KL, Ruan Q, Fry EH, Saldana SC, Brophy SE, Richardson PL, Tetin SY. Crystal structure and thermodynamic analysis of diagnostic mAb 106.3 complexed with BNP 5-13 (C10A). Proteins 2009; 76:536-47. [DOI: 10.1002/prot.22366] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
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26
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Abstract
Antibody molecules can be regarded as products of a protein engineering system for the generation of a virtually unlimited repertoire of complementary molecular surfaces. This extreme structural heterogeneity is required for recognition of the nearly infinite array of antigenic determinants. This chapter discusses the structures of antibodies and their specific recognition of antigens, the binding energetics of these interactions, the cross-reactivity and specificity of antibody-antigen interactions, the role of conformational flexibility in antigen recognition, and the structural basis of the antibody affinity maturation process.
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Affiliation(s)
- Eric J Sundberg
- Boston Biomedical Research Institute, 64 Grove Street, Watertown, MA 02472, USA
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27
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Krauss N, Wessner H, Welfle K, Welfle H, Scholz C, Seifert M, Zubow K, Aÿ J, Hahn M, Scheerer P, Skerra A, Höhne W. The structure of the anti-c-myc antibody 9E10 Fab fragment/epitope peptide complex reveals a novel binding mode dominated by the heavy chain hypervariable loops. Proteins 2008; 73:552-65. [PMID: 18473392 DOI: 10.1002/prot.22080] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Abstract
The X-ray structure of the Fab fragment from the anti-c-myc antibody 9E10 was determined both as complex with its epitope peptide and for the free Fab. In the complex, two Fab molecules adopt an unusual head to head orientation with the epitope peptide arranged between them. In contrast, the free Fab forms a dimer with different orientation. In the Fab/peptide complex the peptide is bound to one of the two Fabs at the "back" of its extended CDR H3, in a cleft with CDR H1, thus forming a short, three-stranded antiparallel beta-sheet. The N- and C-terminal parts of the peptide are also in contact with the neighboring Fab fragment. Comparison between the CDR H3s of the two Fab molecules in complex with the peptide and those from the free Fab reveals high flexibility of this loop. This structural feature is in line with thermodynamic data from isothermic titration calorimetry.
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Affiliation(s)
- Norbert Krauss
- Institut für Biochemie, Charité, Universitätsmedizin Berlin, Monbijoustr. 2, D-10117 Berlin, Germany
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28
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Barderas R, Desmet J, Timmerman P, Meloen R, Casal JI. Affinity maturation of antibodies assisted by in silico modeling. Proc Natl Acad Sci U S A 2008; 105:9029-34. [PMID: 18574150 PMCID: PMC2449359 DOI: 10.1073/pnas.0801221105] [Citation(s) in RCA: 107] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2008] [Indexed: 01/10/2023] Open
Abstract
Rational engineering methods can be applied with reasonable success to optimize physicochemical characteristics of proteins, in particular, antibodies. Here, we describe a combined CDR3 walking randomization and rational design-based approach to enhance the affinity of the human anti-gastrin TA4 scFv. The application of this methodology to TA4 scFv, displaying only a weak overall affinity for gastrin17 (K(D) = 6 microM), resulted in a set of nine affinity-matured scFv variants with near-nanomolar affinity (K(D) = 13.2 nM for scFv TA4.112). First, CDR-H3 and CDR-L3 randomization resulted in three scFvs with an overall affinity improvement of 15- to 35-fold over the parental. Then, the modeling of two scFv constructs selected from the previous step (TA4.11 and TA4.13) was followed by a combination of manual and molecular dynamics-based docking of gastrin17 into the respective binding sites, analysis of apparent packing defects, and selection of residues for mutagenesis through phage display. Nine scFv mutants were obtained from the second maturation step. A final 454-fold improvement in affinity compared with TA4 was obtained. These scFvs showed an enhanced potency to inhibit gastrin-induced proliferation in Colo 320 WT and BxPc3 tumoral cells. In conclusion, we propose a structure-based rational method to accelerate the development of affinity-matured antibody constructs with enhanced potential for therapeutic use.
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Affiliation(s)
- Rodrigo Barderas
- *Protein Technology Unit, Biotechnology Programme, Spanish National Cancer Center CNIO, 28029 Madrid, Spain
| | | | - Peter Timmerman
- Pepscan Therapeutics BV, 8219 PK Lelystad, The Netherlands
- Van 't Hoff Institute for Molecular Sciences, Faculty of Science, University of Amsterdam, 1018 WV, Amsterdam, The Netherlands; and
| | - Rob Meloen
- Pepscan Therapeutics BV, 8219 PK Lelystad, The Netherlands
- Academic Biomedical Center, University of Utrecht, 3508 TC, Utrecht, The Netherlands
| | - J. Ignacio Casal
- *Protein Technology Unit, Biotechnology Programme, Spanish National Cancer Center CNIO, 28029 Madrid, Spain
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29
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Persson H, Wallmark H, Ljungars A, Hallborn J, Ohlin M. In vitro evolution of an antibody fragment population to find high-affinity hapten binders. Protein Eng Des Sel 2008; 21:485-93. [PMID: 18480091 DOI: 10.1093/protein/gzn024] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
Abstract
Recently, we constructed a focused antibody library tailored to interact with haptens. High functionality of this library was demonstrated, as specific binders could be retrieved to a range of different haptens. In the current study we have developed a mutagenesis and selection strategy in order to further fine-tune the hapten binding properties of these antibody fragments. Testosterone was chosen as model antigen for the investigation. A population, rather than a single clone, originating from this focused library and enriched for testosterone binders, was subjected to random mutagenesis and different phage display selection strategies of various stringencies. These included consecutively lowering the antigen concentration and having, or not having, soluble hapten present during the phage capture and elution steps. The different selection procedures resulted in a considerable increase in apparent affinities for several of the selected populations, from which the highest affinity antibody isolated had a K(D) of 2 nM, corresponding to an approximately 200-fold affinity improvement compared with the best clone of the starting population. Importantly, the polyclonal nature of the starting material allowed for the identification of novel unrelated variants that differed in fine-specificity, demonstrating that this approach is valuable for exploring different parts of structure space.
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Affiliation(s)
- Helena Persson
- Department of Immunotechnology, Lund University, BMC D13 SE-221 84, Lund
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30
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Rutledge RD, Huffman BJ, Cliffel DE, Wright DW. Design and synthesis of an antigenic mimic of the Ebola glycoprotein. JOURNAL OF MATERIALS RESEARCH 2008; 23:3161-3168. [PMID: 19609372 PMCID: PMC2711029 DOI: 10.1557/jmr.2008.0384] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/28/2023]
Abstract
An antigenic mimic of the Ebola glycoprotein was synthesized and tested for its ability to be recognized by an anti-Ebola glycoprotein antibody. Epitope-mapping procedures yielded a suitable epitope that, when presented on the surface of a nanoparticle, forms a structure that is recognized by an antibody specific for the native protein. This mimic-antibody interaction has been quantitated through ELISA and QCM-based methods and yielded an affinity (K(d) = 12 × 10(-6) M) within two orders of magnitude of the reported affinity of the native Ebola glycoprotein for the same antibody. These results suggest that the rational design approach described herein is a suitable method for the further development of protein-based antigenic mimics with potential applications in vaccine development and sensor technology.
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Affiliation(s)
- Ryan D. Rutledge
- Vanderbilt University, Department of Chemistry, Nashville, Tennessee 37235
| | - Brian J. Huffman
- Vanderbilt University, Department of Chemistry, Nashville, Tennessee 37235
| | - David E. Cliffel
- Vanderbilt University, Department of Chemistry, Nashville, Tennessee 37235
| | - David W. Wright
- Vanderbilt University, Department of Chemistry, Nashville, Tennessee 37235
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31
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Novoa de Armas H, Dewilde M, Verbeke K, De Maeyer M, Declerck PJ. Study of recombinant antibody fragments and PAI-1 complexes combining protein-protein docking and results from site-directed mutagenesis. Structure 2007; 15:1105-16. [PMID: 17850750 DOI: 10.1016/j.str.2007.07.009] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2007] [Revised: 06/21/2007] [Accepted: 07/03/2007] [Indexed: 11/20/2022]
Abstract
Elevated plasma levels of plasminogen activator inhibitor-1 (PAI-1) have been correlated with cardiovascular diseases such as myocardial infarction and venous thrombosis. PAI-1 has also been shown to play an important role in tumor development, diabetes, and obesitas. Monoclonal antibodies MA-8H9D4 and MA-56A7C10, and their single-chain variable fragments (scFv), exhibit PAI-1-neutralizing properties. In this study, a rigid-body docking approach is used to predict the binding geometry of two distinct conformations of PAI-1 (active and latent) in complex with these antibody fragments. Resulting models were initially refined by using the dead-end elimination algorithm. Different filtering criteria based on the mutagenesis studies and structural considerations were applied to select the final models. These were refined by using the slow-cooling torsion-angle dynamic annealing protocol. The docked structures reveal the respective epitopes and paratopes and their potential interactions. This study provides crucial information that is necessary for the rational development of low-molecular weight PAI-1 inhibitors.
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Affiliation(s)
- Hector Novoa de Armas
- Laboratory for Biocrystallography, Katholieke Universiteit Leuven, O & N2 Campus Gasthuisberg, Herestraat 49, B-3000 Leuven, Belgium
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32
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Lee M, Lloyd P, Zhang X, Schallhorn JM, Sugimoto K, Leach AG, Sapiro G, Houk KN. Shapes of antibody binding sites: qualitative and quantitative analyses based on a geomorphic classification scheme. J Org Chem 2007; 71:5082-92. [PMID: 16808494 DOI: 10.1021/jo052659z] [Citation(s) in RCA: 36] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
The topography of antibody binding sites has been classified into five types that evoke familiar geomorphic features of the Earth. The 229 antibody crystal structures from the Protein Data Bank were analyzed and classified into these classes. Relationships to previous topography classifications by Rees et al., who defined three classes, and Thornton et al., who defined four classes, are identified. An algorithm was developed to identify the antibody binding site class automatically based on the definition and the shape of the binding site. A three-dimensional convex hull was formed around the complementarity determining regions (CDRs) of the antibody. The convex hull was then "trimmed" to fit the binding site by using distance criteria and morphological techniques. Once the program identified the binding site shape, a statistical and distance based analysis was performed to classify automatically the antibody into one of the five geomorphic classes. The five antibody topography classes are as follows: cave (mostly hapten binders), crater (mostly protein and peptide/carbohydrate/nucleic acid binders), canyon, valley, and plain (mostly protein binders). Comparisons of the binding sites of empty and of complexed antibody binding sites gave an indication of how the shape of the binding site is influenced by binding of the antigen.
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Affiliation(s)
- Michelle Lee
- Department of Chemistry and Biochemistry, University of California-Los Angeles, Los Angeles, CA 90095, USA
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33
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Predicting the distance between antibody’s interface residue and antigen to recognize antigen types by support vector machine. Neural Comput Appl 2007. [DOI: 10.1007/s00521-006-0076-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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Stewart CS, MacKenzie CR, Hall JC. Isolation, characterization and pentamerization of alpha-cobrotoxin specific single-domain antibodies from a naïve phage display library: preliminary findings for antivenom development. Toxicon 2006; 49:699-709. [PMID: 17257638 DOI: 10.1016/j.toxicon.2006.11.023] [Citation(s) in RCA: 40] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2006] [Accepted: 11/17/2006] [Indexed: 10/23/2022]
Abstract
Conventional antivenoms to snakebite generated from the serum of immunized animals, often elicit adverse reactions and have mismatched pharmacokinetic profiles with their target toxins due to antibody/toxin size discrepancies which results in poor neutralization. Furthermore, animal immunization protocols are often lengthy and have batch to batch variability. Recombinant V(H)H-based antivenoms may help overcome these problems. Three V(H)H fragments with specificity to alpha-cobrotoxin, a snake neurotoxin from Naja kaouthia venom, were isolated from a naïve llama V(H)H phage-display library. Alpha-cobrotoxin-binding specificity was determined using a phage-displayed V(H)H ELISA format. Sequence analysis shows two of the three clones differ by only two amino acid substitutions, while the third is unique. Surface plasmon resonance analysis determined the K(D) values of the interactions to be 2, 3 and 3 microM. These affinities are too low for alpha-cobrotoxin detection in a standard ELISA format, or for practical use as therapeutic agents. However, improved functional affinity was obtained via antibody pentamerization and alpha-cobrotoxin detection was possible using a pentabody-based ELISA. Development of antivenoms composed of a mixture of antibody fragments, such as V(H)Hs and V(H)H multimers, may help match the pharmacokinetic profiles of complex venoms, improving antivenom biodistribution, and toxin neutralization while reducing adverse effects in humans.
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Affiliation(s)
- Christine S Stewart
- Department of Environmental Biology, University of Guelph, Guelph, Ont., Canada N1G 2W1
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Sethi DK, Agarwal A, Manivel V, Rao KVS, Salunke DM. Differential epitope positioning within the germline antibody paratope enhances promiscuity in the primary immune response. Immunity 2006; 24:429-38. [PMID: 16618601 DOI: 10.1016/j.immuni.2006.02.010] [Citation(s) in RCA: 88] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2005] [Revised: 01/09/2006] [Accepted: 02/10/2006] [Indexed: 10/24/2022]
Abstract
Correlation between the promiscuity of the primary antibody response and conformational flexibility in a germline antibody was addressed by using germline antibody 36-65. Crystallographic analyses of the 36-65 Fab with three independent dodecapeptides provided mechanistic insights into the generation of antibody diversity. While four antigen-free Fab molecules provided a quantitative description of the conformational repertoire of the antibody CDRs, three Fab molecules bound to structurally diverse peptide epitopes exhibited a common paratope conformation. Each peptide revealed spatially different footprints within the antigen-combining site. However, a conformation-specific lock involving two shared residues, which were also associated with hapten binding, was discernible. Unlike the hapten, the peptides interacted with residues that undergo somatic mutations, suggesting a possible mechanism for excluding "nonspecific" antigens during affinity maturation. The observed multiple binding modes of diverse epitopes within a common paratope conformation of a germline antibody reveal a simple, yet elegant, mechanism for expanding the primary antibody repertoire.
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Affiliation(s)
- Dhruv K Sethi
- National Institute of Immunology, New Delhi 110067, India
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36
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Abstract
Nanobodies are the smallest fragments of naturally occurring heavy-chain antibodies that have evolved to be fully functional in the absence of a light chain. As such, the cloning and selection of antigen-specific nanobodies obviate the need for construction and screening of large libraries, and for lengthy and unpredictable in vitro affinity maturation steps. The unique and well-characterised properties enable nanobodies to excel conventional therapeutic antibodies in terms of recognising uncommon or hidden epitopes, binding into cavities or active sites of protein targets, tailoring of half-life, drug format flexibility, low immunogenic potential and ease of manufacture. Moreover, the favourable biophysical and pharmacological properties of nanobodies, together with the ease of formatting them into multifunctional protein therapeutics, leaves them ideally placed as a new generation of antibody-based therapeutics. This review describes the state of the art on nanobodies and illustrates their potential as cancer therapeutic agents.
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Affiliation(s)
- Hilde Revets
- Vrije Universiteit Brussel, Department of Molecular and Cellular Interactions, Laboratory of Cellular and Molecular Immunology, Vlaams Interuniversitair Instituut voor Biotechnologie, Pleinlaan 2, Building E8, B-1050 Brussels, Belgium.
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37
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Almagro JC, Quintero-Hernández V, Ortiz-León M, Velandia A, Smith SL, Becerril B. Design and validation of a synthetic VH repertoire with tailored diversity for protein recognition. J Mol Recognit 2006; 19:413-22. [PMID: 16881059 DOI: 10.1002/jmr.796] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Abstract
Previous studies have indicated differences in the specificity-determining residues (SDRs) of antibodies that recognize haptens, peptides, or proteins. Here, we designed a V(H) repertoire based on the human scaffold 3-23/J(H)4 and diversification of high and medium-usage SDRs of anti-protein and anti-peptide antibodies. The repertoire was synthesized by overlapping polymerase chain reaction (PCR) and combined with the V(L) chain of the anti-hen egg-white lysozyme (HEL) antibody D1.3. The resulting chimeric single-chain Fv fragments (scFvs) phage-displayed library was panned in HEL-coated immunotubes. After two rounds of selection under non-stringent conditions, that is, trypsinization after 2 h of incubation at room temperature, 63 of 167 clones analyzed (38%) were found to express scFvs specific to HEL. Twenty clones were characterized by DNA sequencing resulting in 10 unique scFvs. Interestingly, the panel of unique scFvs was highly diverse, with V(H) sequences differing in 16 of the 17 positions variegated in the repertoire. Thus, diverse chemico-physical and structural solutions were selected from the library, even when the V(H) repertoire was constrained by the V(L) chain of D1.3 to yield binders against a definite region of HEL surface. The more often selected scFvs, namely H6-1 and B7-1, which differed in eight SDRs, showed levels of expression in E. coli TG1 strain, 6 and 10 times higher than the parental D1.3 Fv fragment, respectively. Dissociation constants (K(Ds)) measured in the BIAcore were 11 and 6.6 nM for H6-1 and B7-1, respectively. These values compared well to the K(D) of 4.7 nM measured for D1.3, indicating that the V(H) repertoire here designed is a valuable source of diverse, well-expressed and high affinity V(H) domains.
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Affiliation(s)
- Juan Carlos Almagro
- Department of Biological Sciences, Florida International University, Miami, FL 33199, USA.
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38
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Rojas G, Lamdan H, Padron S, Munoz Y, Ayala M, Gavilondo JV. Efficient construction of a highly useful phage-displayed human antibody repertoire. Biochem Biophys Res Commun 2005; 336:1207-13. [PMID: 16169520 DOI: 10.1016/j.bbrc.2005.09.005] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2005] [Accepted: 09/01/2005] [Indexed: 11/18/2022]
Abstract
We have constructed a highly useful phage-displayed human antibody repertoire with limited cloning efforts. Our strategy was to maximize diversity during the first steps of library construction through the use of various lymphoid sources from several donors, inclusion of different immunoglobulin isotypes, and performance of multiple separate amplification reactions with all possible combinations within a complex primer set. The resulting variable region collections were cloned to form a moderate size library, composed by 4.25x10(8) single chain antibody fragments. This repertoire was successfully used to retrieve binders to seven model antigens: six proteins and one 12 aa peptide. Binding affinities reached nanomolar and even subnanomolar range. Sequence diversity and V-gene usage variability among binders were proven. Our approach was not focused on absolute library size, but on a high quality sampling of variable regions from the human antibody repertoire.
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Affiliation(s)
- Gertrudis Rojas
- Recombinant Antibodies Laboratory, Pharmaceuticals Division, Center for Genetic Engineering and Biotechnology, Playa, La Habana, Cuba.
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39
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Dolk E, van Vliet C, Perez JMJ, Vriend G, Darbon H, Ferrat G, Cambillau C, Frenken LGJ, Verrips T. Induced refolding of a temperature denatured llama heavy-chain antibody fragment by its antigen. Proteins 2005; 59:555-64. [PMID: 15778955 DOI: 10.1002/prot.20378] [Citation(s) in RCA: 64] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
In a previous study we have shown that llama VHH antibody fragments are able to bind their antigen after a heat shock of 90 degrees C, in contrast to the murine monoclonal antibodies. However, the molecular mechanism by which antibody:antigen interaction occurs under these extreme conditions remains unclear. To examine in more detail the structural and thermodynamic aspects of the binding mechanism, an extensive CD, ITC, and NMR study was initiated. In this study the interaction between the llama VHH -R2 fragment and its antigen, the dye Reactive Red-6 (RR6) has been explored. The data show clearly that most of the VHH-R2 population at 80 degrees C is in an unfolded conformation. In contrast, CD spectra representing the complex between VHH-R2 and the dye remained the same up to 80 degrees C. Interestingly, addition of the dye to the denatured VHH-R2 at 80 degrees C yielded the spectrum of the native complex. These results suggest an induced refolding of denatured VHH-R2 by its antigen under these extreme conditions. This induced refolding showed some similarities with the well established "induced fit" mechanism of antibody-antigen interactions at ambient temperature. However, the main difference with the "induced fit" mechanism is that at the start of the addition of the antigen most of the VHH molecules are in an unfolded conformation. The refolding capability under these extreme conditions and the stable complex formation make VHHs useful in a wide variety of applications.
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Affiliation(s)
- Edward Dolk
- Department of Molecular and Cellular Biology, University of Utrecht, Utrecht, The Netherlands
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40
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James LC, Tawfik DS. The specificity of cross-reactivity: promiscuous antibody binding involves specific hydrogen bonds rather than nonspecific hydrophobic stickiness. Protein Sci 2003; 12:2183-93. [PMID: 14500876 PMCID: PMC2366915 DOI: 10.1110/ps.03172703] [Citation(s) in RCA: 87] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2003] [Revised: 06/20/2003] [Accepted: 06/25/2003] [Indexed: 10/27/2022]
Abstract
Proteins are renowned for their specificity of function. There is, however, accumulating evidence that many proteins, from enzymes to antibodies, are functionally promiscuous. Promiscuity is of considerable physiological importance. In the immune system, cross-reactive or multispecific antibodies are implicated in autoimmune and allergy conditions. In most cases, however, the mechanism behind promiscuity and the relationship between specific and promiscuous activities are unknown. Are the two contradictory? Or can a protein exhibit several unrelated activities each of which is highly specific? To address these questions, we studied a multispecific IgE antibody (SPE7) elicited against a 2,4-dinitrophenyl hapten (DNP). SPE7 is able to distinguish between closely related derivatives such as NP (nitrophenol) and DNP, yet it can also bind a number of unrelated ligands. We find that, like DNP, the cross-reactants are themselves bound specifically-close derivatives of these cross-reactants show very low or no binding to SPE7. It has been suggested that cross-reactivity is simply due to "hydrophobic stickiness", nonspecific interactions between hydrophobic ligands and binding sites. However, partitioning experiments reveal that affinity for SPE7 is unrelated to ligand hydrophobicity. These data, combined with crystal structures of SPE7 in complex with four different ligands, demonstrate that each cross-reactant is bound specifically, forming different hydrogen bonds dependant upon its particular chemistry and the availability of complementary antibody residues. SPE7 is highly homologous to the germline antinitrophenol (NP) antibody B1-8. By comparing the sequences and binding patterns of SPE7 and B1-8, we address the relationship between affinity maturation, specificity, and cross-reactivity.
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Affiliation(s)
- Leo C James
- MRC Laboratory of Molecular Biology, Cambridge CB2 2HQ, United Kingdom
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41
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Kumagai I, Nishimiya Y, Kondo H, Tsumoto K. Structural consequences of target epitope-directed functional alteration of an antibody. The case of anti-hen lysozyme antibody, HyHEL-10. J Biol Chem 2003; 278:24929-36. [PMID: 12709438 DOI: 10.1074/jbc.m301149200] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
Decreased affinity of an antibody for a mutated epitope in an antigen can be enhanced and reversed by mutations in certain antibody residues. Here we describe the crystal structures of (a) the complex between a naturally mutated proteinaceous antigen and an antibody that was mutated and selected in vitro, and (b) the complex between the normal antigen and the mutated antibody. The mutated and selected antibody recognizes essentially the same epitope as in the wild-type antibody, indicating successful target site-directed functional alteration of the antibody. In comparing the structure of the mutated antigen-mutant antibody complex with the previously established structure of the wild-type antigen-wild-type antibody complex, we found that the enhanced affinity of the mutated antibody for the mutant antigen originated not from improvements in local complementarity around the mutated sites but from subtle and critical structural changes in nonmutated sites, including an increase in variable domain interactions. Our findings indicate that only a few mutations in the antigen-binding region of an antibody can lead to some structural changes in its paratopes, emphasizing the critical roles of the plasticity of loops in the complementarity-determining region and also the importance of the plasticity of the interaction between the variable regions of immunoglobulin heavy and light chains in determining the specificity of an antibody.
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Affiliation(s)
- Izumi Kumagai
- Department of Biomolecular Engineering, Graduate School of Engineering, Tohoku University, Aoba-yama 07, Aoba-ku, Sendai 980-8579, Japan
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42
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Sundberg EJ, Mariuzza RA. Molecular recognition in antibody-antigen complexes. ADVANCES IN PROTEIN CHEMISTRY 2003; 61:119-60. [PMID: 12461823 DOI: 10.1016/s0065-3233(02)61004-6] [Citation(s) in RCA: 178] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
With the numerous detailed molecular descriptions of antibody-antigen interfaces, the structual study of these molecular interactions has evolved from an attempt to understand to immunological function to their use as model systems for protein-protein interactions. In this chapter, we describe the structual aspects common to antibody-antigen interfaces and discuss the roles they may play in antibody cross-rectivity and molecular mimicry. More detailed analysis of these interfaces has required the marriage of structural studies with extensive mutagenesis and thermodynamic analysis efforts. Here, we discuss the thermodynamic mapping of interfaces for two model antibody-antigen complexes, including the identification of thermodynamic hot spots in binding and the various mechanism used to accommodate interface mutations. We also discuss the functional roles for protein plasticity in antigen recognition, including the entropic control of antibody affinity maturation and the use of induced fit mechanism of different types and to varying degrees by mature antibodies in binding their specific antigens.
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Affiliation(s)
- Eric J Sundberg
- Center for Advanced Research in Biotechnology, University of Maryland Biotechnology Institute, Rockville, Maryland 20850, USA
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43
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Yokota A, Tsumoto K, Shiroishi M, Kondo H, Kumagai I. The role of hydrogen bonding via interfacial water molecules in antigen-antibody complexation. The HyHEL-10-HEL interaction. J Biol Chem 2003; 278:5410-8. [PMID: 12444085 DOI: 10.1074/jbc.m210182200] [Citation(s) in RCA: 53] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
To study the role of hydrogen bonding via interfacial water molecules in protein-protein interactions, we examined the interaction between hen egg white lysozyme (HEL) and its HyHEL-10 variable domain fragment (Fv) antibody. We constructed three antibody mutants (l-Y50F, l-S91A, and l-S93A) and investigated the interactions between the mutant Fvs and HEL. Isothermal titration calorimetry indicated that the mutations significantly decreased the negative enthalpy change (8-25 kJ mol(-1)), despite some offset by a favorable entropy change. X-ray crystallography demonstrated that the complexes had nearly identical structures, including the positions of the interfacial water molecules. Taken together, the isothermal titration calorimetric and x-ray crystallographic results indicate that hydrogen bonding via interfacial water enthalpically contributes to the Fv-HEL interaction despite the partial offset because of entropy loss, suggesting that hydrogen bonding stiffens the antigen-antibody complex.
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Affiliation(s)
- Akiko Yokota
- Department of Biomolecular Engineering, Graduate School of Engineering, Tohoku University, Aoba-yama 07, Aoba-ku, Sendai 980-8579, Japan
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44
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Lantto J, Fletcher JM, Ohlin M. Binding characteristics determine the neutralizing potential of antibody fragments specific for antigenic domain 2 on glycoprotein B of human cytomegalovirus. Virology 2003; 305:201-9. [PMID: 12504553 DOI: 10.1006/viro.2002.1752] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Site I of antigenic domain 2 (AD-2) on human cytomegalovirus glycoprotein B (gB) is poorly immunogenic in both man and mouse and knowledge about antibody repertoires reactive with this epitope is thus limited. Here we have characterized a phage display-derived repertoire of antibody fragments specific for this epitope in terms of antigen recognition, fine-specificity, and virus-neutralizing capacity. Our results show that the functional properties within a closely related repertoire may differ widely and that the effectiveness of the members of the repertoire to neutralize the virus is determined by the fine-specificity and kinetics of the interaction with the antigen. The half-life of the interaction between monomeric antibody fragments and gB seems to be particularly critical for the neutralizing capacity. We also demonstrate that sequence variation within gB allows virus variants to escape at least a part of the AD-2-specific neutralizing antibody repertoire, apparently without preventing antibody binding to the epitope.
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Affiliation(s)
- Johan Lantto
- Department of Immunotechnology, Lund University, S-220 07, Lund, Sweden
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45
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Lantto J, Ohlin M. Functional consequences of insertions and deletions in the complementarity-determining regions of human antibodies. J Biol Chem 2002; 277:45108-14. [PMID: 12237318 DOI: 10.1074/jbc.m208401200] [Citation(s) in RCA: 16] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/24/2023] Open
Abstract
Insertions and deletions of nucleotides in the genes encoding the variable domains of antibodies are natural components of the hypermutation process, which may expand the available repertoire of hypervariable loop lengths and conformations. Although insertion of amino acids has also been utilized in antibody engineering, little is known about the functional consequences of such modifications. To investigate this further, we have introduced single-codon insertions and deletions as well as more complex modifications in the complementarity-determining regions of human antibody fragments with different specificities. Our results demonstrate that single amino acid insertions and deletions are generally well tolerated and permit production of stably folded proteins, often with retained antigen recognition, despite the fact that the thus modified loops carry amino acids that are disallowed at key residue positions in canonical loops of the corresponding length or are of a length not associated with a known canonical structure. We have thus shown that single-codon insertions and deletions can efficiently be utilized to expand structure and sequence space of the antigen-binding site beyond what is encoded by the germline gene repertoire.
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Affiliation(s)
- Johan Lantto
- Department of Immunotechnology, Lund University, Sweden
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46
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Affiliation(s)
- V K Nguyen
- Vlaams Interuniversitair Instituut voor Biotechnologie, Vrije Universiteit Brussel, Sint Genesius Rode, 1050 Bruxelles, Belgium
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47
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Nair DT, Singh K, Siddiqui Z, Nayak BP, Rao KVS, Salunke DM. Epitope recognition by diverse antibodies suggests conformational convergence in an antibody response. JOURNAL OF IMMUNOLOGY (BALTIMORE, MD. : 1950) 2002; 168:2371-82. [PMID: 11859128 DOI: 10.4049/jimmunol.168.5.2371] [Citation(s) in RCA: 70] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Abstract
Crystal structures of distinct mAbs that recognize a common epitope of a peptide Ag have been determined and analyzed in the unbound and bound forms. These Abs display dissimilar binding site structures in the absence of the Ag. The dissimilarity is primarily expressed in the conformations of complementarity-determining region H3, which is responsible for defining the epitope specificity. Interestingly, however, the three Abs exhibit similar complementarity-determining region conformations in the Ag binding site while recognizing the common epitope, indicating that different pathways of binding are used for Ag recognition. The epitope also exhibits conformational similarity when bound to each of these Abs, although the peptide Ag was otherwise flexible. The observed conformational convergence in the epitope and the Ag binding site was facilitated by the plasticity in the nature of interactions.
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Affiliation(s)
- Deepak T Nair
- Structural Biology Unit, National Institute of Immunology, New Delhi 110067, India
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48
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Hahn M, Winkler D, Welfle K, Misselwitz R, Welfle H, Wessner H, Zahn G, Scholz C, Seifert M, Harkins R, Schneider-Mergener J, Höhne W. Cross-reactive binding of cyclic peptides to an anti-TGFalpha antibody Fab fragment: an X-ray structural and thermodynamic analysis. J Mol Biol 2001; 314:293-309. [PMID: 11718562 DOI: 10.1006/jmbi.2001.5135] [Citation(s) in RCA: 34] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
The monoclonal antibody tAb2 binds the N-terminal sequence of transforming growth factor alpha, VVSHFND. With the help of combinatorial peptide libraries it is possible to find homologous peptides that bind tAb2 with an affinity similar to that of the epitope. The conformational flexibility of short peptides can be constrained by cyclization in order to improve their affinity to the antibody and their stability towards proteolysis. Two cyclic peptides which are cross-reactive binders for tAb2 were selected earlier using combinatorial peptide libraries. One is cyclized by an amide bond between the N-alpha group and the side-chain of the last residue (cyclo-SHFNEYE), and the other by a disulfide bridge (cyclo-CSHFNDYC). The complex structures of tAb2 with the linear epitope peptide VVSHFND and with cyclo-SHFNEYE were determined by X-ray diffraction. Both peptides show a similar conformation and binding pattern in the complex. The linear peptide SHFNEYE does not bind tAb2, but cyclo-SHFNEYE is stabilized in a loop conformation suitable for binding. Hence the cyclization counteracts the exchange of aspartate in the epitope sequence to glutamate. Isothermal titration calorimetry was used to characterize the binding energetics of tAb2 with the two cyclic peptides and the epitope peptide. The binding reactions are enthalpically driven with an unfavorable entropic contribution under all measured conditions. The association reactions are characterized by negative DeltaC(p) changes and by the uptake of one proton per binding site. A putative candidate for proton uptake during binding is the histidine residue in each of the peptides. Hydrogen bonds and the putative formation of an electrostatic pair between the protonated histidine and a carboxy group may contribute markedly to the favorable enthalpy of complex formation. Implications to cyclization of peptides for stabilization are discussed.
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Affiliation(s)
- M Hahn
- Institut für Biochemie, Universitätsklinikum Charité, Monbijoustr. 2, Humboldt-Universität zu Berlin, 10117, Germany
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49
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Greenspan NS. Affinity, complementarity, cooperativity, and specificity in antibody recognition. Curr Top Microbiol Immunol 2001; 260:65-85. [PMID: 11443882 DOI: 10.1007/978-3-662-05783-4_5] [Citation(s) in RCA: 17] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/20/2023]
Affiliation(s)
- N S Greenspan
- Institute of Pathology, Biomedical Research Building, Room 927, Case Western Reserve University, 10900 Euclid Avenue, Cleveland, OH 44106-4943, USA
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50
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Shiroishi M, Yokota A, Tsumoto K, Kondo H, Nishimiya Y, Horii K, Matsushima M, Ogasahara K, Yutani K, Kumagai I. Structural evidence for entropic contribution of salt bridge formation to a protein antigen-antibody interaction: the case of hen lysozyme-HyHEL-10 Fv complex. J Biol Chem 2001; 276:23042-50. [PMID: 11297547 DOI: 10.1074/jbc.m100480200] [Citation(s) in RCA: 31] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
A structural and thermodynamic study of the entropic contribution of salt bridge formation to the interaction between hen egg white lysozyme (HEL) and the variable domain fragment (Fv) of anti-HEL antibody, HyHEL-10, was carried out. Three Fv mutants (HD32A, HD96A, and HD32AD96A) were prepared, and the interactions between the mutant Fvs and HEL were investigated. Crystallography revealed that the overall structures of these mutant complexes were almost identical to that of wild-type Fv. Little structural changes were observed in the HD32AD96A mutant-HEL complex, and two water molecules were introduced into the mutation site, indicating that the two water molecules structurally compensated for the complete removal of the salt bridges. This result suggests that the entropic contribution of the salt bridge originates from dehydration. In the singly mutated complexes, one water molecule was also introduced into the mutated site, bridging the antigen-antibody interface. However, a local structural difference was observed in the HD32A Fv-HEL complex, and conformational changes occurred due to changes in the relative orientation of the heavy chain to the light chain upon complexation in HD96A Fv-HEL complexes. The reduced affinity of these single mutants for the antigen originates from the increase in entropy loss, indicating that these structural changes also introduced an increase in entropy loss. These results suggest that salt bridge formation makes an entropic contribution to the protein antigen-antibody interaction through reduction of entropy loss due to dehydration and structural changes.
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Affiliation(s)
- M Shiroishi
- Department of Biomolecular Engineering, Graduate School of Engineering, Tohoku University, Aoba-yama 07, Aoba-ku, Sendai 980-8579, Japan
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