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Gonzalez TR, Martin KP, Barnes JE, Patel JS, Ytreberg FM. Assessment of software methods for estimating protein-protein relative binding affinities. PLoS One 2020; 15:e0240573. [PMID: 33347442 PMCID: PMC7751979 DOI: 10.1371/journal.pone.0240573] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2020] [Accepted: 12/07/2020] [Indexed: 11/19/2022] Open
Abstract
A growing number of computational tools have been developed to accurately and rapidly predict the impact of amino acid mutations on protein-protein relative binding affinities. Such tools have many applications, for example, designing new drugs and studying evolutionary mechanisms. In the search for accuracy, many of these methods employ expensive yet rigorous molecular dynamics simulations. By contrast, non-rigorous methods use less exhaustive statistical mechanics, allowing for more efficient calculations. However, it is unclear if such methods retain enough accuracy to replace rigorous methods in binding affinity calculations. This trade-off between accuracy and computational expense makes it difficult to determine the best method for a particular system or study. Here, eight non-rigorous computational methods were assessed using eight antibody-antigen and eight non-antibody-antigen complexes for their ability to accurately predict relative binding affinities (ΔΔG) for 654 single mutations. In addition to assessing accuracy, we analyzed the CPU cost and performance for each method using a variety of physico-chemical structural features. This allowed us to posit scenarios in which each method may be best utilized. Most methods performed worse when applied to antibody-antigen complexes compared to non-antibody-antigen complexes. Rosetta-based JayZ and EasyE methods classified mutations as destabilizing (ΔΔG < -0.5 kcal/mol) with high (83-98%) accuracy and a relatively low computational cost for non-antibody-antigen complexes. Some of the most accurate results for antibody-antigen systems came from combining molecular dynamics with FoldX with a correlation coefficient (r) of 0.46, but this was also the most computationally expensive method. Overall, our results suggest these methods can be used to quickly and accurately predict stabilizing versus destabilizing mutations but are less accurate at predicting actual binding affinities. This study highlights the need for continued development of reliable, accessible, and reproducible methods for predicting binding affinities in antibody-antigen proteins and provides a recipe for using current methods.
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Affiliation(s)
- Tawny R. Gonzalez
- Institute for Modeling Collaboration and Innovation, University of Idaho, Moscow, Idaho, United States of America
| | - Kyle P. Martin
- Institute for Modeling Collaboration and Innovation, University of Idaho, Moscow, Idaho, United States of America
- Department of Physics, University of Idaho, Moscow, Idaho, United States of America
| | - Jonathan E. Barnes
- Institute for Modeling Collaboration and Innovation, University of Idaho, Moscow, Idaho, United States of America
- Department of Physics, University of Idaho, Moscow, Idaho, United States of America
| | - Jagdish Suresh Patel
- Institute for Modeling Collaboration and Innovation, University of Idaho, Moscow, Idaho, United States of America
- Department of Biological Sciences, University of Idaho, Moscow, Idaho, United States of America
| | - F. Marty Ytreberg
- Institute for Modeling Collaboration and Innovation, University of Idaho, Moscow, Idaho, United States of America
- Department of Physics, University of Idaho, Moscow, Idaho, United States of America
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2
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Prigent J, Jarossay A, Planchais C, Eden C, Dufloo J, Kök A, Lorin V, Vratskikh O, Couderc T, Bruel T, Schwartz O, Seaman MS, Ohlenschläger O, Dimitrov JD, Mouquet H. Conformational Plasticity in Broadly Neutralizing HIV-1 Antibodies Triggers Polyreactivity. Cell Rep 2019; 23:2568-2581. [PMID: 29847789 PMCID: PMC5990490 DOI: 10.1016/j.celrep.2018.04.101] [Citation(s) in RCA: 39] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2018] [Revised: 03/26/2018] [Accepted: 04/25/2018] [Indexed: 12/18/2022] Open
Abstract
Human high-affinity antibodies to pathogens often recognize unrelated ligands. The molecular origin and the role of this polyreactivity are largely unknown. Here, we report that HIV-1 broadly neutralizing antibodies (bNAbs) are frequently polyreactive, cross-reacting with non-HIV-1 molecules, including self-antigens. Mutating bNAb genes to increase HIV-1 binding and neutralization also results in de novo polyreactivity. Unliganded paratopes of polyreactive bNAbs with improved HIV-1 neutralization exhibit a conformational flexibility, which contributes to enhanced affinity of bNAbs to various HIV-1 envelope glycoproteins and non-HIV antigens. Binding adaptation of polyreactive bNAbs to the divergent ligands mainly involves hydrophophic interactions. Plasticity of bNAbs' paratopes may, therefore, facilitate accommodating divergent viral variants, but it simultaneously triggers promiscuous binding to non-HIV-1 antigens. Thus, a certain level of polyreactivity can be a mark of adaptable antibodies displaying optimal pathogens' recognition.
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Affiliation(s)
- Julie Prigent
- Laboratory of Humoral Response to Pathogens, Department of Immunology, Institut Pasteur, Paris 75015, France; INSERM U1222, Paris 75015, France
| | - Annaëlle Jarossay
- Sorbonne Universités, UPMC Univ Paris 06, UMR_S 1138, Centre de Recherche des Cordeliers, Paris 75006, France; INSERM, UMR_S 1138, Centre de Recherche des Cordeliers, Paris 75006, France; Université Paris Descartes, Sorbonne Paris Cité, UMR_S 1138, Centre de Recherche des Cordeliers, Paris 75006, France
| | - Cyril Planchais
- Laboratory of Humoral Response to Pathogens, Department of Immunology, Institut Pasteur, Paris 75015, France; INSERM U1222, Paris 75015, France
| | - Caroline Eden
- Laboratory of Molecular Immunology, The Rockefeller University, New York, NY 10065, USA; Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Jérémy Dufloo
- Virus & Immunity Unit, Department of Virology, Institut Pasteur, Paris 75015, France; CNRS URA3015, Paris 75015, France
| | - Ayrin Kök
- Laboratory of Humoral Response to Pathogens, Department of Immunology, Institut Pasteur, Paris 75015, France; INSERM U1222, Paris 75015, France
| | - Valérie Lorin
- Laboratory of Humoral Response to Pathogens, Department of Immunology, Institut Pasteur, Paris 75015, France; INSERM U1222, Paris 75015, France
| | - Oxana Vratskikh
- Laboratory of Humoral Response to Pathogens, Department of Immunology, Institut Pasteur, Paris 75015, France; INSERM U1222, Paris 75015, France
| | - Thérèse Couderc
- Biology of Infection Unit, INSERM U1117, Department of Cell Biology and Infection, Institut Pasteur, Paris 75015, France
| | - Timothée Bruel
- Virus & Immunity Unit, Department of Virology, Institut Pasteur, Paris 75015, France; CNRS URA3015, Paris 75015, France
| | - Olivier Schwartz
- Virus & Immunity Unit, Department of Virology, Institut Pasteur, Paris 75015, France; CNRS URA3015, Paris 75015, France
| | | | | | - Jordan D Dimitrov
- Sorbonne Universités, UPMC Univ Paris 06, UMR_S 1138, Centre de Recherche des Cordeliers, Paris 75006, France; INSERM, UMR_S 1138, Centre de Recherche des Cordeliers, Paris 75006, France; Université Paris Descartes, Sorbonne Paris Cité, UMR_S 1138, Centre de Recherche des Cordeliers, Paris 75006, France.
| | - Hugo Mouquet
- Laboratory of Humoral Response to Pathogens, Department of Immunology, Institut Pasteur, Paris 75015, France; INSERM U1222, Paris 75015, France.
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3
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Tang S, Wan Z, Gao Y, Zheng JS, Wang J, Si YY, Chen X, Qi H, Liu L, Liu W. Total chemical synthesis of photoactivatable proteins for light-controlled manipulation of antigen-antibody interactions. Chem Sci 2016; 7:1891-1895. [PMID: 29899912 PMCID: PMC5965250 DOI: 10.1039/c5sc03404c] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2015] [Accepted: 11/19/2015] [Indexed: 01/23/2023] Open
Abstract
We report the chemical synthesis of the first photo-activatable protein antigen that can be used to study antigen-antibody interaction mediated responses in B cells. This strategy facilitated fine tuning of the caged protein antigen to optimize its bioactivity and photochemical properties. One optimal molecule, HEL-K96NPE, was totally inert to hen egg lysozyme (HEL)-specific B cells and could only restore its antigenicity upon photoactivation. Combined with real time live cell imaging, the utility of HEL-K96NPE was demonstrated as a proof of concept to quantify B cell synapse formation and calcium influx responses at the single cell level.
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Affiliation(s)
- Shan Tang
- Tsinghua-Peking Center for Life Sciences , Key Laboratory of Bioorganic Phosphorus Chemistry & Chemical Biology (Ministry of Education) , Department of Chemistry , Tsinghua University , Beijing 100084 , China .
| | - Zhengpeng Wan
- MOE Key Laboratory of Protein Science , Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases , School of Life Sciences , Tsinghua University , Beijing , 100084 , China .
| | - Yiren Gao
- MOE Key Laboratory of Protein Science , Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases , School of Life Sciences , Tsinghua University , Beijing , 100084 , China .
| | - Ji-Shen Zheng
- High Magnetic Field Laboratory , Chinese Academy of Sciences , Hefei , 230031 , China
| | - Jing Wang
- MOE Key Laboratory of Protein Science , Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases , School of Life Sciences , Tsinghua University , Beijing , 100084 , China .
| | - Yan-Yan Si
- Tsinghua-Peking Center for Life Sciences , Key Laboratory of Bioorganic Phosphorus Chemistry & Chemical Biology (Ministry of Education) , Department of Chemistry , Tsinghua University , Beijing 100084 , China .
| | - Xin Chen
- Laboratory of Dynamic Immunobiology , School of Medicine , Tsinghua University , Beijing , 100084 , China
| | - Hai Qi
- Laboratory of Dynamic Immunobiology , School of Medicine , Tsinghua University , Beijing , 100084 , China
| | - Lei Liu
- Tsinghua-Peking Center for Life Sciences , Key Laboratory of Bioorganic Phosphorus Chemistry & Chemical Biology (Ministry of Education) , Department of Chemistry , Tsinghua University , Beijing 100084 , China .
| | - Wanli Liu
- MOE Key Laboratory of Protein Science , Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases , School of Life Sciences , Tsinghua University , Beijing , 100084 , China .
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4
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Moreira IS, Martins JM, Coimbra JTS, Ramos MJ, Fernandes PA. A new scoring function for protein-protein docking that identifies native structures with unprecedented accuracy. Phys Chem Chem Phys 2014; 17:2378-87. [PMID: 25490550 DOI: 10.1039/c4cp04688a] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Protein-protein (P-P) 3D structures are fundamental to structural biology and drug discovery. However, most of them have never been determined. Many docking algorithms were developed for that purpose, but they have a very limited accuracy in generating native-like structures and identifying the most correct one, in particular when a single answer is asked for. With such a low success rate it is difficult to point out one docked structure as being native-like. Here we present a new, high accuracy, scoring method to identify the 3D structure of P-P complexes among a set of trial poses. It incorporates alanine scanning mutagenesis experimental data that need to be obtained a priori. The scoring scheme works by matching the computational and the experimental alanine scanning mutagenesis results. The size of the trial P-P interface area is also taken into account. We show that the method ranks the trial structures and identifies the native-like structures with unprecedented accuracy (∼94%), providing the correct P-P 3D structures that biochemists and molecular biologists need to pursue their studies. With such a success rate, the bottleneck of protein-protein docking moves from the scoring to searching algorithms.
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Affiliation(s)
- Irina S Moreira
- REQUIMTE/Departamento de Química e Bioquímica, Faculdade de Ciências da Universidade do Porto, Rua do Campo Alegre s/n, 4169-007 Porto, Portugal.
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Acchione M, Lee YC, DeSantis ME, Lipschultz CA, Wlodawer A, Li M, Shanmuganathan A, Walter RL, Smith-Gill S, Barchi JJ. Specific fluorine labeling of the HyHEL10 antibody affects antigen binding and dynamics. Biochemistry 2012; 51:6017-27. [PMID: 22769726 PMCID: PMC3508667 DOI: 10.1021/bi300455t] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
To more fully understand the molecular mechanisms responsible for variations in binding affinity with antibody maturation, we explored the use of site specific fluorine labeling and (19)F nuclear magnetic resonance (NMR). Several single-chain (scFv) antibodies, derived from an affinity-matured series of anti-hen egg white lysozyme (HEL) mouse IgG1, were constructed with either complete or individual replacement of tryptophan residues with 5-fluorotryptophan ((5F)W). An array of biophysical techniques was used to gain insight into the impact of fluorine substitution on the overall protein structure and antigen binding. SPR measurements indicated that (5F)W incorporation lowered binding affinity for the HEL antigen. The degree of analogue impact was residue-dependent, and the greatest decrease in affinity was observed when (5F)W was substituted for residues near the binding interface. In contrast, corresponding crystal structures in complex with HEL were essentially indistinguishable from the unsubstituted antibody. (19)F NMR analysis showed severe overlap of signals in the free fluorinated protein that was resolved upon binding to antigen, suggesting very distinct chemical environments for each (5F)W in the complex. Preliminary relaxation analysis suggested the presence of chemical exchange in the antibody-antigen complex that could not be observed by X-ray crystallography. These data demonstrate that fluorine NMR can be an extremely useful tool for discerning structural changes in scFv antibody-antigen complexes with altered function that may not be discernible by other biophysical techniques.
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Affiliation(s)
- Mauro Acchione
- Structural Biophysics Laboratory, Center for Cancer Research, Frederick National Laboratory for Cancer Research, Frederick, Maryland 21702, United States
| | - Yi-Chien Lee
- Chemical Biology Laboratory, Center for Cancer Research, Frederick National Laboratory for Cancer Research, Frederick, Maryland 21702, United States
| | - Morgan E. DeSantis
- Structural Biophysics Laboratory, Center for Cancer Research, Frederick National Laboratory for Cancer Research, Frederick, Maryland 21702, United States
| | - Claudia A. Lipschultz
- Structural Biophysics Laboratory, Center for Cancer Research, Frederick National Laboratory for Cancer Research, Frederick, Maryland 21702, United States
| | - Alexander Wlodawer
- Macromolecular Crystallography Laboratory, Center for Cancer Research, Frederick National Laboratory for Cancer Research, Frederick, Maryland 21702, United States
| | - Mi Li
- Macromolecular Crystallography Laboratory, Center for Cancer Research, Frederick National Laboratory for Cancer Research, Frederick, Maryland 21702, United States
- Basic Research Program, SAIC-Frederick, Frederick, Maryland 21702, United States
| | - Aranganathan Shanmuganathan
- Structural Biophysics Laboratory, Center for Cancer Research, Frederick National Laboratory for Cancer Research, Frederick, Maryland 21702, United States
| | - Richard L. Walter
- Structural Biophysics Laboratory, Center for Cancer Research, Frederick National Laboratory for Cancer Research, Frederick, Maryland 21702, United States
| | - Sandra Smith-Gill
- Structural Biophysics Laboratory, Center for Cancer Research, Frederick National Laboratory for Cancer Research, Frederick, Maryland 21702, United States
| | - Joseph J. Barchi
- Chemical Biology Laboratory, Center for Cancer Research, Frederick National Laboratory for Cancer Research, Frederick, Maryland 21702, United States
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6
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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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Mohan S, Kourentzi K, Schick KA, Uehara C, Lipschultz CA, Acchione M, Desantis ME, Smith-Gill SJ, Willson RC. Association energetics of cross-reactive and specific antibodies. Biochemistry 2009; 48:1390-8. [PMID: 19166328 DOI: 10.1021/bi801901d] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
HyHEL-8, HyHEL-10, and HyHEL-26 (HH8, HH10, and HH26, respectively) are murine monoclonal IgG(1) antibodies which share over 90% variable-region amino acid sequence identity and recognize identical structurally characterized epitopes on hen egg white lysozyme (HEL). Previous immunochemical and surface plasmon resonance-based studies have shown that these antibodies differ widely in their tolerance of mutations in the epitope. While HH8 is the most cross-reactive, HH26 is rigidified by a more extensive network of intramolecular salt links and is highly specific, with both association and dissociation rates strongly affected by epitope mutations. HH10 is of intermediate specificity, and epitope mutations produce changes primarily in the dissociation rate. Calorimetric characterization of the association energetics of these three antibodies with the native antigen HEL and with Japanese quail egg white lysozyme (JQL), a naturally occurring avian variant, shows that the energetics of interaction correlate with cross-reactivity and specificity. These results suggest that the greater cross-reactivity of HH8 may be mediated by a combination of conformational flexibility and less specific intermolecular interactions. Thermodynamic calculations suggest that upon association HH8 incurs the largest configurational entropic penalty and also the smallest loss of enthalpic driving force with variant antigen. Much smaller structural perturbations are expected in the formation of the less flexible HH26 complex, and the large loss of enthalpic driving force observed with variant antigen reflects its specificity. The observed thermodynamic parameters correlate well with the observed functional behavior of the antibodies and illustrate fundamental differences in thermodynamic characteristics between cross-reactive and specific molecular recognition.
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Affiliation(s)
- S Mohan
- Department of Chemical and Biomolecular Engineering, University of Houston, Houston, Texas 77204-4004, USA
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8
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Volume-based solvation models out-perform area-based models in combined studies of wild-type and mutated protein-protein interfaces. BMC Bioinformatics 2008; 9:448. [PMID: 18939984 PMCID: PMC2596146 DOI: 10.1186/1471-2105-9-448] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2008] [Accepted: 10/21/2008] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Empirical binding models have previously been investigated for the energetics of protein complexation (DeltaG models) and for the influence of mutations on complexation (i.e. differences between wild-type and mutant complexes, DeltaDeltaG models). We construct binding models to directly compare these processes, which have generally been studied separately. RESULTS Although reasonable fit models were found for both DeltaG and DeltaDeltaG cases, they differ substantially. In a dataset curated for the absence of mainchain rearrangement upon binding, non-polar area burial is a major determinant of DeltaG models. However this DeltaG model does not fit well to the data for binding differences upon mutation. Burial of non-polar area is weighted down in fitting of DeltaDeltaG models. These calculations were made with no repacking of sidechains upon complexation, and only minimal packing upon mutation. We investigated the consequences of more extensive packing changes with a modified mean-field packing scheme. Rather than emphasising solvent exposure with relatively extended sidechains, rotamers are selected that exhibit maximal packing with protein. This provides solvent accessible areas for proteins that are much closer to those of experimental structures than the more extended sidechain regime. The new packing scheme increases changes in non-polar burial for mutants compared to wild-type proteins, but does not substantially improve agreement between DeltaG and DeltaDeltaG binding models. CONCLUSION We conclude that solvent accessible area, based on modelled mutant structures, is a poor correlate for DeltaDeltaG upon mutation. A simple volume-based, rather than solvent accessibility-based, model is constructed for DeltaG and DeltaDeltaG systems. This shows a more consistent behaviour. We discuss the efficacy of volume, as opposed to area, approaches to describe the energetic consequences of mutations at interfaces. This knowledge can be used to develop simple computational screens for binding in comparative modelled interfaces.
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Sinha N, Li Y, Lipschultz CA, Smith-Gill SJ. Understanding antibody–antigen associations by molecular dynamics simulations: Detection of important intra- and inter-molecular salt bridges. Cell Biochem Biophys 2007; 47:361-75. [PMID: 17652781 DOI: 10.1007/s12013-007-0031-8] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/1999] [Revised: 11/30/1999] [Accepted: 11/30/1999] [Indexed: 11/28/2022]
Abstract
1 NSec molecular dynamics (MD) simulation of anti-hen egg white antibody, HyHEL63 (HH63), complexed with HEL reveals important molecular interactions, not revealed in its X-ray crystal structure. These molecular interactions were predicted to be critical for the complex formation, based on structure-function studies of this complex and 3-other anti-HEL antibodies, HH8, HH10 and HH26, HEL complexes. All four antibodies belong to the same structural family, referred to here as HH10 family. Ala scanning results show that they recognize 'coincident epitopes'. 1 NSec explicit, with periodic boundary condition, MD simulation of HH63- HEL reveals the presence of functionally important saltbridges. Around 200 ps in vacuo and an additional 20 ps explicit simulation agree with the observations from 1 Nsec simulation. Intra-molecular salt-bridges predicted to play significant roles in the complex formation, were revealed during MD simulation. A very stabilizing saltbridge network, and another intra-molecular salt-bridge, at the binding site of HEL, revealed during the MD simulation, is proposed to predipose binding site geometry for specific binding. All the revealed saltbridges are present in one or more of the other three complexes and/or involve \"hot-spot\" epitope and paratope residues. Most of these charged epitope residues make large contribution to the binding free energy. The "hot spot" epitope residue Lys97Y, which significantly contributes to the free energy of binding in all the complexes, forms an intermolecular salt-bridge in several MD conformers. Our earlier computations have shown that this inter-molecular salt-bridge plays a significant role in determining specificity and flexibility of binding in the HH8-HEL and HH26-HEL complexes. Using a robust criterion of salt-bridge detection, this intermolecular salt-bridge was detected in the native structures of the HH8-HEL and HH26-HEL complexes, but was not revealed in the crystal structure of HH63-HEL complex. The electrostatic strength of this revealed saltbridge was very strong. During 1 Nsec MD simulation this salt-bridge networks with another inter-molecular salt-bridge to form an inter-molecular salt-bridge triad. Participation of Lys97Y in the formation of inter-molecular triad further validates the functional importance of Lys97Y in HH63-HEL associations. These results demonstrate that many important structural details of biomolecular interactions can be better understood when studied in a dynamic environment, and that MD simulations can complement and expand information obtained from static X-ray structure. This study also highlights "hot-spot" molecular interactions in HyHEL63-HEL complex.
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Affiliation(s)
- Neeti Sinha
- Structural Biophysics Laboratory, Division of Basic Sciences, Bldg. 469 Frederick Cancer Research and Development Center, National Cancer Institute, National Institutes of Health, Frederick, MD 21702, USA.
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10
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Shiroishi M, Tsumoto K, Tanaka Y, Yokota A, Nakanishi T, Kondo H, Kumagai I. Structural Consequences of Mutations in Interfacial Tyr Residues of a Protein Antigen-Antibody Complex. J Biol Chem 2007; 282:6783-91. [PMID: 17166830 DOI: 10.1074/jbc.m605197200] [Citation(s) in RCA: 35] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
Tyrosine is an important amino acid in protein-protein interaction hot spots. In particular, many Tyr residues are located in the antigen-binding sites of antibodies and endow high affinity and high specificity to these antibodies. To investigate the role of interfacial Tyr residues in protein-protein interactions, we performed crystallographic studies and thermodynamic analyses of the interaction between hen egg lysozyme (HEL) and the anti-HEL antibody HyHEL-10 Fv fragment. HyHEL-10 has six Tyr residues in its antigen-binding site, which were systematically mutated to Phe and Ala using site-directed mutagenesis. The crystal structures revealed several critical roles for these Tyr residues in the interaction between HEL and HyHEL-10 as follows: 1) the aromatic ring of Tyr-50 in the light chain (LTyr-50) was important for the correct ternary structure of variable regions of the immunoglobulin light chain and heavy chain and of HEL; 2) deletion of the hydroxyl group of Tyr-50 in the heavy chain (HTyr-50) resulted in structural changes in the antigen-antibody interface; and 3) the side chains of HTyr-33 and HTyr-53 may help induce fitting of the antibody to the antigen. Hot spot Tyr residues may contribute to the high affinity and high specificity of the antigen-antibody interaction through a diverse set of structural and thermodynamic interactions.
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Affiliation(s)
- Mitsunori Shiroishi
- Department of Biomolecular Engineering, Graduate School of Engineering, Tohoku University, Aoba-yama 6-6-11, Sendai 980-8579, Japan
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11
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Barrington RA, Zhang M, Zhong X, Jonsson H, Holodick N, Cherukuri A, Pierce SK, Rothstein TL, Carroll MC. CD21/CD19 Coreceptor Signaling Promotes B Cell Survival during Primary Immune Responses. THE JOURNAL OF IMMUNOLOGY 2005; 175:2859-67. [PMID: 16116172 DOI: 10.4049/jimmunol.175.5.2859] [Citation(s) in RCA: 39] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
The adaptive immune response is tightly regulated to limit responding cells in an Ag-specific manner. On B cells, coreceptors CD21/CD19 modulate the strength of BCR signals, potentially influencing cell fate. The importance of the CD95 pathway was examined in response of B cells to moderate affinity Ag using an adoptive transfer model of lysozyme-specific Ig transgenic (HEL immunoglobulin transgene (MD4) strain) B cells. Although adoptively transferred Cr2+/+ MD4 B cells are activated and persist within splenic follicles of duck egg lysozyme-immunized mice, Cr2-/- MD4 B cells do not. In contrast, Cr2-/- MD4 lpr B cells persist after transfer, suggesting that lack of CD21/CD35 signaling results in CD95-mediated elimination. Cr2 deficiency did not affect CD95 levels, but cellular FLIP (c-FLIP) protein and mRNA levels were reduced 2-fold compared with levels in Cr2+/+ MD4 B cells. In vitro culture with Cr2+/+ MD4 B cells demonstrated that equimolar amounts of rHEL-C3d3 were more effective than hen egg lysozyme alone in up-regulating c-FLIP levels and for protection against CD95-mediated apoptosis. Collectively, this study implies a mechanism for regulating B cell survival in vivo whereby the strength of BCR signaling (including coreceptor) determines c-FLIP levels and protection from CD95-induced death.
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Affiliation(s)
- Robert A Barrington
- CBR Institute for Biomedical Research and Department of Pathology, Harvard University, Boston, MA 02115, USA
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12
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Levy Y, Cho SS, Onuchic JN, Wolynes PG. A Survey of Flexible Protein Binding Mechanisms and their Transition States Using Native Topology Based Energy Landscapes. J Mol Biol 2005; 346:1121-45. [PMID: 15701522 DOI: 10.1016/j.jmb.2004.12.021] [Citation(s) in RCA: 170] [Impact Index Per Article: 8.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2004] [Revised: 12/03/2004] [Accepted: 12/09/2004] [Indexed: 11/16/2022]
Abstract
Many cellular functions rely on interactions between protein pairs and higher oligomers. We have recently shown that binding mechanisms are robust and owing to the minimal frustration principle, just as for protein folding, are governed primarily by the protein's native topology, which is characterized by the network of non-covalent residue-residue interactions. The detailed binding mechanisms of nine dimers, a trimer, and a tetramer, each involving different degrees of flexibility and plasticity during assembly, are surveyed here using a model that is based solely on the protein topology, having a perfectly funneled energy landscape. The importance of flexibility in binding reactions is manifested by the fly-casting effect, which is diminished in magnitude when protein flexibility is removed. Many of the grosser and finer structural aspects of the various binding mechanisms (including binding of pre-folded monomers, binding of intrinsically unfolded monomers, and binding by domain-swapping) predicted by the native topology based landscape model are consistent with the mechanisms found in the laboratory. An asymmetric binding mechanism is often observed for the formation of the symmetric homodimers where one monomer is more structured at the binding transition state and serves as a template for the folding of the other monomer. Phi values were calculated to show how the structure of the binding transition state ensemble would be manifested in protein engineering studies. For most systems, the simulated Phi values are reasonably correlated with the available experimental values. This agreement suggests that the overall binding mechanism and the nature of the binding transition state ensemble can be understood from the network of interactions that stabilize the native fold. The Phi values for the formation of an antibody-antigen complex indicate a possible role for solvation of the interface in biomolecular association of large rigid proteins.
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Affiliation(s)
- Yaakov Levy
- Center for Theoretical Biological Physics, University of California at San Diego, 9500 Gilman Drive, La Jolla, CA 92093, USA.
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13
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Mohan S, Sinha N, Smith-Gill SJ. Modeling the binding sites of anti-hen egg white lysozyme antibodies HyHEL-8 and HyHEL-26: an insight into the molecular basis of antibody cross-reactivity and specificity. Biophys J 2003; 85:3221-36. [PMID: 14581222 PMCID: PMC1303598 DOI: 10.1016/s0006-3495(03)74740-7] [Citation(s) in RCA: 29] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2003] [Accepted: 07/24/2003] [Indexed: 11/24/2022] Open
Abstract
Three antibodies, HyHEL-8 (HH8), HyHEL-10 (HH10), and HyHEL-26 (HH26) are specific for the same epitope on hen egg white lysozyme (HEL), and share >90% sequence homology. Their affinities vary by several orders of magnitude, and among the three antibodies, HH8 is the most cross-reactive with kinetics of binding that are relatively invariable compared to HH26, which is highly specific and has quite variable kinetics. To investigate structural correlates of these functional variations, the Fv regions of HH8 and HH26 were homology-modeled using the x-ray structure of the well-characterized HH10-HEL complex as template. The binding site of HH26 is most charged, least hydrophobic, and has the greatest number of intramolecular salt bridges, whereas that of HH8 is the least charged, most hydrophobic and has the fewest intramolecular salt bridges. The modeled HH26-HEL structure predicts the recently determined x-ray structure of HH26, (Li et al., 2003, Nat. Struct. Biol. 10:482-488) with a root-mean-square deviation of 1.03 A. It is likely that the binding site of HH26 is rendered rigid by a network of intramolecular salt bridges whereas that of HH8 is flexible due to their absence. HH26 also has the most intermolecular contacts with the antigen whereas HH8 has the least. HH10 has these properties intermediate to HH8 and HH26. The structurally rigid binding site with numerous specific contacts bestows specificity on HH26 whereas the flexible binding site with correspondingly fewer contacts enables HH8 to be cross-reactive. Results suggest that affinity maturation may select for high affinity antibodies with either "lock-and-key" preconfigured binding sites, or "preconfigured flexibility" by modulating combining site flexibility.
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Affiliation(s)
- S Mohan
- Structural Biophysics Laboratory, Center for Cancer Research, National Cancer Institute, Frederick, Maryland 21702, USA
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14
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Lê KHD, Mayer M, Lederer F. Epitope mapping for the monoclonal antibody that inhibits intramolecular electron transfer in flavocytochrome b2. Biochem J 2003; 373:115-23. [PMID: 12646042 PMCID: PMC1223457 DOI: 10.1042/bj20030024] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2003] [Revised: 02/20/2003] [Accepted: 03/19/2003] [Indexed: 11/17/2022]
Abstract
Flavocytochrome b(2) (yeast L-lactate dehydrogenase) carries one FMN and one protohaem IX on each of its four subunits. The prosthetic groups are bound to separate domains, the haem domain (residues 1-99) and the flavin domain (residues 100-485), which interact for electron transfer between lactate-reduced FMN and haem b(2); in vivo, the latter reduces cytochrome c. In the crystal structure, one haem domain out of two is mobile. Previously we have described a monoclonal antibody, raised against the tetramer, that only recognizes the native haem domain and prevents electron transfer between flavin and haem, while having no effect on flavin reduction by the substrate [Miles, Lederer and Lê (1998) Biochemistry 37, 3440-3448]. In order to understand the structural basis of the uncoupling between the domains, we proceeded to site-directed mutagenesis, so as to map the epitope on the surface of the haem domain. We analysed the effects of 14 mutations at 12 different positions, located mostly in the domain interface or at its edge; we also analysed the effect of replacing protohaem IX with its dimethyl ester. We used as criteria the antibody-mediated inhibition of cytochrome c reduction by flavocytochrome b(2), competitive ELISA tests and surface plasmon resonance. We have thus defined a minimal epitope surface on the haem domain; it encompasses positions 63, 64, 65, 67, 69 and 70 and one or both haem propionates. When the haem and flavin domains are docked for electron transfer, the 65, 67 and 70 side chains, as well as the haem propionates, are excluded from solvent. The present results thus indicate that, when bound, the antibody acts as a wedge between the domains and constitutes a physical barrier to electron transfer.
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Affiliation(s)
- K H Diêp Lê
- Laboratoire d'Enzymologie et Biochimie Structurales, CNRS UPR 9063, 91198 Gif-sur-Yvette Cedex, France
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15
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Komissarov AA, Declerck PJ, Shore JD. Mechanisms of conversion of plasminogen activator inhibitor 1 from a suicide inhibitor to a substrate by monoclonal antibodies. J Biol Chem 2002; 277:43858-65. [PMID: 12223472 DOI: 10.1074/jbc.m204110200] [Citation(s) in RCA: 30] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
We have delineated two different reaction mechanisms of monoclonal antibodies (mAbs), MA-8H9D4 and either MA-55F4C12 or MA-33H1F7, that convert plasminogen activator inhibitor 1 (PAI-1) to a substrate for tissue (tPA)- and urokinase plasminogen activators. MA-8H9D4 almost completely (98-99%) shifts the reaction to the substrate pathway by preventing disordering of the proteinase active site. MA-8H9D4 does not affect the rate-limiting constants (k(lim)) for the insertion of the reactive center loop cleaved by tPA (3.5 s(-1)) but decreases k(lim) for urokinase plasminogen activator from 25 to 4.0 s(-1). MA-8H9D4 does not cause deacylation of preformed PAI-1/proteinase complexes and probably acts prior to the formation of the final inhibitory complex, interfering with displacement of the acylated serine from the proteinase active site. MA-55F4C12 and MA-33H1F7 (50-80% substrate reaction) do not interfere with initial PAI-1/proteinase complex formation but retard the inhibitory pathway by decreasing k(lim) (>10-fold for tPA). Interaction of two mAbs with the same molecule of PAI-1 has been directly demonstrated for pairs MA-8H9D4/MA-55F4C12 and MA-8H9D4/MA-33H1F7 but not for MA-55F4C12/MA-33H1F7. The strong functional additivity observed for MA-8H9D4 and MA-55F4C12 demonstrates that these mAbs interact independently and affect different steps of the PAI-1 reaction mechanism.
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Affiliation(s)
- Andrey A Komissarov
- Division of Biochemical Research, Henry Ford Health System, Detroit, Michigan 48202, USA
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16
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Pons J, Stratton JR, Kirsch JF. How do two unrelated antibodies, HyHEL-10 and F9.13.7, recognize the same epitope of hen egg-white lysozyme? Protein Sci 2002; 11:2308-15. [PMID: 12237453 PMCID: PMC2373715 DOI: 10.1110/ps.0209102] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Abstract
The anti-hen egg-white lysozyme (HEWL) antibodies HyHEL-10 and F9.13.7 recognize a common epitope. The structures of the complexes differ, however, in the numbers of electrostatic and hydrogen-bond interactions and in the distributions of contacts between the light and heavy chains. The equilibria and kinetics characterizing the F9.13.7 complex formation were evaluated for both wild-type and mutant derivatives of HEWL to help to understand how the different contacts are effectively used in the complexes with the two antibodies. Three epitope hot spots, Y20, K96, and R73 (destabilization > 4 kcal/mole), were found by alanine scanning mutagenesis. The first two constitute two of the three hot spots in the HyHEL-10 complex. The hot spots of the HyHEL-10 paratope are centered on the HEWL epitope; whereas R73 (HEWL), the only important light-chain-contacting residue, is clearly separated from the other hot spots of the F9.13.7 complex. The larger number of epitope warm plus hot spots found in the F9.13.7 complex compared with that of HyHEL-10 shows that the specificity of the former is greater even though the K(D) value is 20-fold larger. Conservative mutations showed that the specificity enhancement is related to the greater number of functional polar and hydrogen bond interactions in the F9.13.7 complex. Alanine scanning mutagenesis would not have illuminated these distinctions. It is shown that the concept of antigen specificity, as defined by cross-reactivity with natural variant antigens, is flawed by phylogenetic bias, and that specificity can only be defined by the use of unbiased epitopes, which are conveniently accessed by site-directed mutagenesis.
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Affiliation(s)
- Jaume Pons
- Department of Molecular and Cell Biology, University of California, Berkeley 94720, USA
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17
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De Genst E, Areskoug D, Decanniere K, Muyldermans S, Andersson K. Kinetic and affinity predictions of a protein-protein interaction using multivariate experimental design. J Biol Chem 2002; 277:29897-907. [PMID: 12048184 DOI: 10.1074/jbc.m202359200] [Citation(s) in RCA: 43] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
We measured the influence of 14 mutations and 5 environmental variables (buffer perturbation) on the association and dissociation rate of a camel single domain antibody (cAb-Lys3) interacting with hen egg white lysozyme using a surface plasmon resonance-based biosensor. Based on this data set, we constructed quantitative predictive models for both kinetic (k(a) and k(d)) constants as for the affinity constant (K(d)). Mutations, after parameterization by quantitative descriptors, and buffers were selected using multivariate experimental design. These models were able to predict the corresponding parameters of four new variants of cAb-Lys3. Moreover, the models provide insights to the important chemical aspects of the interacting residues, which are difficult to deduce from the crystal structure. Our approach provides useful physicochemical information of protein-protein interactions in general. The information obtained from this kind of analysis complements and goes beyond that of conventional methods like alanine scanning and substitution by closely related amino acids. The mathematical modeling may contribute to a rational approach in the optimization of bio-molecules of biotechnological interest.
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Affiliation(s)
- Erwin De Genst
- Dienst Ultrastructuur, Vlaams Interuniversitair Instituut Biotechnologie, Vrije Universiteit Brussel, Paardenstraat 65, B-1640 Sint-Genesius Rode, Belgium.
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18
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Abstract
The structure of a protein-protein interaction, its affinity and thermodynamic characteristics depict a 'frozen' state of a complex. This picture ignores the kinetic nature of complex formation and dissociation, which are of major biological and biophysical interest. This review highlights recent advances in deciphering the kinetic pathway of protein-protein complexation, the nature of the encounter complex, transition state and intermediate along the reaction, and the effects of mutation, viscosity, pH and salt on association.
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Affiliation(s)
- Gideon Schreiber
- Department of Biological Chemistry, Weizmann Institute of Science, 76100, Rehovot, Israel.
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19
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Affiliation(s)
- Arul Jayaraman
- Center for Engineering in Medicine and Surgical Services, Massachusetts General Hospital, Harvard Medical School, and Shriners Burns Hospital, Boston, Massachusetts 02114
| | - Martin L. Yarmush
- Center for Engineering in Medicine and Surgical Services, Massachusetts General Hospital, Harvard Medical School, and Shriners Burns Hospital, Boston, Massachusetts 02114
| | - Charles M. Roth
- Center for Engineering in Medicine and Surgical Services, Massachusetts General Hospital, Harvard Medical School, and Shriners Burns Hospital, Boston, Massachusetts 02114
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20
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Rajpal A, Kirsch JF. Role of the minor energetic determinants of chicken egg white lysozyme (HEWL) to the stability of the HEWL ? antibody scFv-10 complex. Proteins 2000. [DOI: 10.1002/(sici)1097-0134(20000701)40:1<49::aid-prot70>3.0.co;2-l] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
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21
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Nishimiya Y, Tsumoto K, Shiroishi M, Yutani K, Kumagai I. Thermodynamic consequences of grafting enhanced affinity toward the mutated antigen onto an antibody. The case of anti-lysozyme antibody, HyHEL-10. J Biol Chem 2000; 275:12813-20. [PMID: 10777579 DOI: 10.1074/jbc.275.17.12813] [Citation(s) in RCA: 20] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
In order to address the mechanism of enhancement of the affinity of an antibody toward an antigen from a thermodynamic viewpoint, anti-hen lysozyme (HEL) antibody HyHEL-10, which also recognize the mutated antigen turkey lysozyme (TEL) with reduced affinity, was examined. Grafting high affinity toward TEL onto HyHEL-10 was performed by saturation mutagenesis into four residues (Tyr(53), Ser(54), Ser(56), and Tyr(58)) in complementarity-determining region 2 of the heavy chain (CDR-H2) followed by selection with affinity for TEL. Several clones enriched have a Phe residue at site 58. Thermodynamic analyses showed that the clones selected had experienced a greater than 3-fold affinity increase toward TEL in comparison with wild-type Fv, originating from an increase in negative enthalpy change. Substitution of HyHEL-10 HTyr(58) with Phe led to the increase in negative enthalpy change and to almost identical affinity for TEL in comparison with mutants selected, indicating that mutations at other sites decrease the entropy loss despite little contribution to the affinity for TEL. These results suggest that the affinity of an antibody toward the antigen is enhanced by the increase in enthalpy change by some limited mutation, and excess entropy loss due to the mutation is decreased by other energetically neutral mutations.
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Affiliation(s)
- Y Nishimiya
- Department of Biomolecular Engineering, Graduate School of Engineering, Tohoku University, Aoba-yama 07, Aoba-ku, Sendai 980-8579, Japan
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22
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Lavoie TB, Mohan S, Lipschultz CA, Grivel JC, Li Y, Mainhart CR, Kam-Morgan LN, Drohan WN, Smith-Gill SJ. Structural differences among monoclonal antibodies with distinct fine specificities and kinetic properties. Mol Immunol 1999; 36:1189-205. [PMID: 10698321 DOI: 10.1016/s0161-5890(99)00130-3] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
The mAbs HyHEL-8, HyHEL-26 (HH8, and HH26, respectively) recognize epitopes on hen egg-white lysozyme (HEL) highly overlapping with the structurally defined HH10 epitope, while the structurally related XRPC-25 is specific for DNP and does not bind HEL. All four Abs appear to use the same Vk23 germ line gene, and all but HH8 use the same VH36-60 germ line gene. Of the three anti-HEL Abs, the sequences of HH26 variable regions are closest to those encoded by the respective germ line sequences. HH8 utilizes a different member of the VH36-60 gene family. Thus, the same Vk and VH genes, combined with somatically derived sequence differences, are used to recognize the unrelated Ags HEL and DNP. In contrast, different VH36-60 germ line genes are used to bind the same antigen (e.g. HH8 vs HH10 and HH26). While the affinities of HH10, HH8, and HH26 for HEL vary by less than 10-fold, their affinities for mutated Ag vary over several orders of magnitude. Analyses of Fab binding kinetics with natural species variants and site-directed mutants of lysozyme indicate that these cross-reactivity differences reflect the relative sensitivities of both the association and dissociation rates to antigenic mutation: HH8 has relatively mutation-insensitive association and dissociation rates, HH10 has a relatively mutation-sensitive association rate but more variable dissociation rates, and HH26 has variable association and dissociation rates. Only a few amino acid differences among the antibodies produce the observed differences in the robustness of the association and dissociation rates. Our results suggest that association and dissociation rates and mutation sensitivity of these rates may be independently modulated during antibody repertoire development.
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Affiliation(s)
- T B Lavoie
- Department of Zoology, University of Maryland, College Park, MD USA
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23
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Roy P, Roth CM, Margolies MN, Yarmush ML. Effect of pressure on antigen-antibody complexes: modulation by temperature and ionic strength. Mol Immunol 1999; 36:1149-58. [PMID: 10698317 DOI: 10.1016/s0161-5890(99)00133-9] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
Changes in the equilibrium binding affinity of antigen-antibody complexes subjected to hydrostatic pressures of about 2000 bar provide a potential means for the separation and recovery under mild conditions of biological molecules from immunoadsorbents or immunosensors. We have investigated the ability of temperature and ionic strength to modulate the pressure sensitivity of several antigen-antibody complexes in solution. For two different protein:monoclonal antibody complexes (BSA:9.1 and HEWL:HyHEL-10) exhibiting pressure-induced dissociation (positive association volume), we find little temperature dependence to the association volume. For another complex (digoxigenin:26-10) exhibiting pressure-induced association, the association volume increases with temperature, which, via a Maxwell relation, indicates that enthalpic changes drive the pressure effect. An increase in ionic strength decreases the affinity of binding the HEWL:HyHEL-5 complex, which contains several salt bridges. At low ionic strengths (<0.3 M), no pressure dependence of the free energy of association is observed, but at higher ionic strengths, significant pressure-induced association is observed, suggesting that positive contributions to the association volume provided by the salt bridges are counterbalanced by other (e.g., aromatic stacking) interactions that lead to negative association volumes. These results suggest that ionic strength may be used to modulate the pressure sensitivity of antigen antibody complexes, which may be useful in designing processes that exploit this phenomenon for immunoseparations.
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Affiliation(s)
- P Roy
- Center for Engineering in Medicine and Surgical Services, Massachusetts General Hospital, Harvard Medical School and Shriners Burns Hospital, Boston 02114, USA
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24
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Kondo H, Shiroishi M, Matsushima M, Tsumoto K, Kumagai I. Crystal structure of anti-Hen egg white lysozyme antibody (HyHEL-10) Fv-antigen complex. Local structural changes in the protein antigen and water-mediated interactions of Fv-antigen and light chain-heavy chain interfaces. J Biol Chem 1999; 274:27623-31. [PMID: 10488102 DOI: 10.1074/jbc.274.39.27623] [Citation(s) in RCA: 58] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
In order to address the recognition mechanism of the fragments of antibody variable regions, termed Fv, toward their target antigen, an x-ray crystal structure of an anti-hen egg white lysozyme antibody (HyHEL-10) Fv fragment complexed with its cognate antigen, hen egg white lysozyme (HEL), was solved at 2.3 A. The overall structure of the complex is similar to that reported in a previous article dealing with the Fab fragment-HEL complex (PDB ID code,). However, the areas of Fv covered by HEL upon complex formation increased by about 100 A(2) in comparison with the Fab-HEL complex, and two local structural differences were observed in the heavy chain of the variable region (VH). In addition, small but significant local structural changes were observed in the antigen, HEL. The x-ray data permitted the identification of two water molecules between the VH and HEL and six water molecules retained in the interface between the antigen and the light chain complementarity determining regions (CDRs) 2 and 3 (CDR-L2 and CDR-L3). These water molecules bridge the antigen-antibody interface through hydrogen bond formation in the VL-HEL interface. Eleven water molecules were found to complete the imperfect VH-VL interface, suggesting that solvent molecules mediate the stabilization of interaction between variable regions. These results suggest that the unfavorable effect of deletion of constant regions on the antigen-antibody interaction is compensated by an increase in favorable interactions, including structural changes in the antigen-antibody interface and solvent-mediated hydrogen bond formation upon complex formation, which may lead to a minimum decreased affinity of the antibody Fv fragment toward its antigen.
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Affiliation(s)
- H Kondo
- Department of Biomolecular Engineering, Graduate School of Engineering, Tohoku University, Aoba-yama 07, Sendai 980-8579, Japan
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25
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Verhamme I, Kvassman JO, Day D, Debrock S, Vleugels N, Declerck PJ, Shore JD. Accelerated conversion of human plasminogen activator inhibitor-1 to its latent form by antibody binding. J Biol Chem 1999; 274:17511-7. [PMID: 10364183 DOI: 10.1074/jbc.274.25.17511] [Citation(s) in RCA: 57] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
The serpin plasminogen activator inhibitor-1 (PAI-1) slowly converts to an inactive latent form by inserting a major part of its reactive center loop (RCL) into its beta-sheet A. A murine monoclonal antibody (MA-33B8), raised against the human plasminogen activator (tPA).PAI-1 complex, rapidly inactivates PAI-1. Results presented here indicate that MA-33B8 induces acceleration of the active-to-latent conversion. The antibody-induced inactivation of PAI-1 labeled with the fluorescent probe N, N'-dimethyl-N-(acetyl)-N'-(7-nitrobenz-2-oxa-1,3-diazol-4-yl) ethylene diamine (NBD) at P9 in the RCL caused a fluorescence enhancement and shift identical to those accompanying the spontaneous conversion of the P9.NBD PAI-1 to the latent form. Like latent PAI-1, antibody-inactivated PAI-1 was protected from cleavage by elastase. The rate constants for MA-33B8 binding, measured by NBD fluorescence or inactivation, were similar (1.3-1.8 x 10(4) M-1 s-1), resulting in a 4000-fold faster inactivation at 4.2 microM antibody binding sites. The apparent antibody binding rate constant, at least 1000 times slower than one limited by diffusion, indicates that exposure of its epitope depends on an unfavorable equilibrium of PAI-1. Our observations are consistent with this idea and suggest that the equilibrium involves partial insertion of the RCL into sheet A: latent, RCL-cleaved, and tPA-complexed PAI-1, which are inactive loop-inserted forms, bound much faster than active PAI-1 to MA-33B8, whereas two loop-extracted forms of PAI-1, modified to prevent loop insertion, did not bind or bound much more weakly to the antibody.
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Affiliation(s)
- I Verhamme
- Henry Ford Health Sciences Center, Division of Biochemical Research, Detroit, Michigan 48202-3450, USA
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26
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Pons J, Rajpal A, Kirsch JF. Energetic analysis of an antigen/antibody interface: alanine scanning mutagenesis and double mutant cycles on the HyHEL-10/lysozyme interaction. Protein Sci 1999; 8:958-68. [PMID: 10338006 PMCID: PMC2144329 DOI: 10.1110/ps.8.5.958] [Citation(s) in RCA: 90] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
Alanine scanning mutagenesis of the HyHEL-10 paratope of the HyHEL-10/HEWL complex demonstrates that the energetically important side chains (hot spots) of both partners are in contact. A plot of deltadeltaG(HyHEL-10_mutant) vs. deltadeltaG(HEWL_mutant) for the five of six interacting side-chain hydrogen bonds is linear (Slope = 1). Only 3 of the 13 residues in the HEWL epitope contribute >4 kcal/mol to the free energy of formation of the complex when replaced by alanine, but 6 of the 12 HyHEL-10 paratope amino acids do. Double mutant cycle analysis of the single crystallographically identified salt bridge, D32H/K97, shows that there is a significant energetic penalty when either partner is replaced with a neutral side-chain amino acid, but the D32(H)N/K97M complex is as stable as the WT. The role of the disproportionately high number of Tyr residues in the CDR was evaluated by comparing the deltadeltaG values of the Tyr --> Phe vs. the corresponding Tyr --> Ala mutations. The nonpolar contacts in the light chain contribute only about one-half of the total deltadeltaG observed for the Tyr --> Ala mutation, while they are significantly more important in the heavy chain. Replacement of the N31L/K96 hydrogen bond with a salt bridge, N31D(L)/K96, destabilizes the complex by 1.4 kcal/mol. The free energy of interaction, deltadeltaG(int), obtained from double mutant cycle analysis showed that deltadeltaG(int) for any complex for which the HEWL residue probed is a major immunodeterminant is very close to the loss of free energy observed for the HyHEL-10 single mutant. Error propagation analysis of double mutant cycles shows that data of atypically high precision are required to use this method meaningfully, except where large deltadeltaG values are analyzed.
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Affiliation(s)
- J Pons
- Department of Chemistry, University of California, and Center for Advanced Materials, Lawrence Berkeley National Laboratory, Berkeley 94720, USA
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Taylor MG, Rajpal A, Kirsch JF. Kinetic epitope mapping of the chicken lysozyme.HyHEL-10 Fab complex: delineation of docking trajectories. Protein Sci 1998; 7:1857-67. [PMID: 9761467 PMCID: PMC2144174 DOI: 10.1002/pro.5560070902] [Citation(s) in RCA: 40] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
The rate constants, k(on), for the formation of hen (chicken) lysozyme (HEWL). Fab-10 complexes have been determined for wild-type (WT) and epitope-mutated lysozymes by a homogeneous solution method based on the 95% reduced enzymatic activity of the complex. The values fall within a narrow 10-fold range [(0.18 to 1.92) x 10(6) M(-1)s(-l)]. The affinity constants, K(D), cover a broader, 440-fold, range from 0.075 to 33 nM. Values of K(D) as high as 7 microM were obtained for the complexes prepared from some mutations at HEWL positions 96 and 97, but the associated kinetic constants could not be determined. The values of k(on) are negatively correlated with side-chain volume at position 101HEWL, but are essentially independent of this parameter for position 21HEWL substitutions. The multiple mutations made at positions 21HEWL and 101HEWL provide sufficient experimental data on complex formation to evaluate phi values [phi = (deltadeltaGon)/(deltadeltaG(D))] at these two positions to begin to define trajectories for protein-protein association. The data, when interpreted within the concept of a two-step association sequence embracing a metastable encounter complex intermediate, argue that the rate determining step at position 21HEWL (phiavg = 0.2) is encounter complex formation, but the larger phi(avg) value of 0.36 experienced for most position 101HEWL mutations indicates a larger contribution from the post-encounter annealing process at this site for these replacements.
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Affiliation(s)
- M G Taylor
- Center for Advanced Materials, Lawrence Berkeley National Laboratory, Berkeley, California 94720, USA
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