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Zhang C, Raugei S, Eisenberg B, Carloni P. Molecular Dynamics in Physiological Solutions: Force Fields, Alkali Metal Ions, and Ionic Strength. J Chem Theory Comput 2010; 6:2167-75. [DOI: 10.1021/ct9006579] [Citation(s) in RCA: 49] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Affiliation(s)
- Chao Zhang
- German Research School for Simulation Sciences, FZ-Juelich/RWTH Aachen University, Aachen, Germany, Pacific Northwest National Laboratory, 902 Battelle Boulevard, Richland, Washington 99352, Rush University Medical Center, 1653 W. Congress Parkway, Chicago, Illinois 60612, and SISSA, CNR-INFN-DEMOCRITOS, and Italian Institue of Technology (IIT), SISSA Unit, Trieste, Italy
| | - Simone Raugei
- German Research School for Simulation Sciences, FZ-Juelich/RWTH Aachen University, Aachen, Germany, Pacific Northwest National Laboratory, 902 Battelle Boulevard, Richland, Washington 99352, Rush University Medical Center, 1653 W. Congress Parkway, Chicago, Illinois 60612, and SISSA, CNR-INFN-DEMOCRITOS, and Italian Institue of Technology (IIT), SISSA Unit, Trieste, Italy
| | - Bob Eisenberg
- German Research School for Simulation Sciences, FZ-Juelich/RWTH Aachen University, Aachen, Germany, Pacific Northwest National Laboratory, 902 Battelle Boulevard, Richland, Washington 99352, Rush University Medical Center, 1653 W. Congress Parkway, Chicago, Illinois 60612, and SISSA, CNR-INFN-DEMOCRITOS, and Italian Institue of Technology (IIT), SISSA Unit, Trieste, Italy
| | - Paolo Carloni
- German Research School for Simulation Sciences, FZ-Juelich/RWTH Aachen University, Aachen, Germany, Pacific Northwest National Laboratory, 902 Battelle Boulevard, Richland, Washington 99352, Rush University Medical Center, 1653 W. Congress Parkway, Chicago, Illinois 60612, and SISSA, CNR-INFN-DEMOCRITOS, and Italian Institue of Technology (IIT), SISSA Unit, Trieste, Italy
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Korotkova N, Le Trong I, Samudrala R, Korotkov K, Van Loy CP, Bui AL, Moseley SL, Stenkamp RE. Crystal structure and mutational analysis of the DaaE adhesin of Escherichia coli. J Biol Chem 2006; 281:22367-22377. [PMID: 16751628 DOI: 10.1074/jbc.m604646200] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
DaaE is a member of the Dr adhesin family of Escherichia coli, members of which are associated with diarrhea and urinary tract infections. A receptor for Dr adhesins is the cell surface protein, decay-accelerating factor (DAF). We have carried out a functional analysis of Dr adhesins, as well as mutagenesis and crystallographic studies of DaaE, to obtain detailed molecular information about interactions of Dr adhesins with their receptors. The crystal structure of DaaE has been solved at 1.48 A resolution. Trimers of the protein are found in the crystal, as has been the case for other Dr adhesins. Naturally occurring variants and directed mutations in DaaE have been generated and analyzed for their ability to bind DAF. Mapping of the mutation sites onto the DaaE molecular structure shows that several of them contribute to a contiguous surface that is likely the primary DAF-binding site. The DAF-binding properties of purified fimbriae and adhesin proteins from mutants and variants correlated with the ability of bacteria expressing these proteins to bind to human epithelial cells in culture. DaaE, DraE, AfaE-III, and AfaE-V interact with complement control protein (CCP) domains 2-4 of DAF, and analysis of the ionic strength dependence of their binding indicates that the intermolecular interactions are highly electrostatic in nature. The adhesins AfaE-I and NfaE-2 bind to CCP-3 and CCP-4 of DAF, and electrostatic interactions contribute significantly less to these interactions. These observations are consistent with structural predictions for these Dr variants and also suggest a role for the positively charged region linking CCP-2 and CCP-3 of DAF in electrostatic Dr adhesin-DAF interactions.
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Affiliation(s)
- Natalia Korotkova
- Department of Microbiology, University of Washington, Seattle, Washington 98195
| | - Isolde Le Trong
- Department of Biological Structure, University of Washington, Seattle, Washington 98195; Biomolecular Structure Center, University of Washington, Seattle, Washington 98195
| | - Ram Samudrala
- Department of Microbiology, University of Washington, Seattle, Washington 98195
| | - Konstantin Korotkov
- Department of Biochemistry, University of Washington, Seattle, Washington 98195
| | - Cristina P Van Loy
- Department of Microbiology, University of Washington, Seattle, Washington 98195
| | - Anh-Linh Bui
- Department of Microbiology, University of Washington, Seattle, Washington 98195
| | - Steve L Moseley
- Department of Microbiology, University of Washington, Seattle, Washington 98195
| | - Ronald E Stenkamp
- Department of Biological Structure, University of Washington, Seattle, Washington 98195; Biomolecular Structure Center, University of Washington, Seattle, Washington 98195; Department of Biochemistry, University of Washington, Seattle, Washington 98195.
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3
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Baker BM, Murphy KP. Prediction of binding energetics from structure using empirical parameterization. Methods Enzymol 1998; 295:294-315. [PMID: 9750224 DOI: 10.1016/s0076-6879(98)95045-5] [Citation(s) in RCA: 113] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
We have presented an empirical method that can be used to predict the binding energetics for protein-protein or protein-peptide interactions from three-dimensional structures. The approach differs from other empirical methods in yielding a thermodynamic description of the binding process, including delta Cp, delta H degree, and delta S degree, rather than predicting delta G degree alone. These thermodynamic terms can provide a wealth of detail about the nature of the interaction, and, if sufficient experimental data are available for comparison, a greater assessment of the accuracy of the calculations. A recurring theme throughout this article is the need for more complete thermodynamic and structural characterizations of protein-ligand interactions. This includes not only characterization of the binding delta H degree, delta S degree, and delta Cp, but a thorough investigation into equilibria linked to binding, such as protonation, ion binding, and conformational changes. Sufficient data will allow parameterization on binding data rather than protein unfolding data. Further inclusion of information obtained from unfolding studies is not likely to generate significant improvement in the accuracy of the calculations. As additional binding data become available, the parameterization can be further extended to include relationships derived from analyses of these data. Not only will this increase accuracy and thus confidence, but allow extension of the method of additional types of interactions.
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Affiliation(s)
- B M Baker
- Department of Biochemistry, University of Iowa, Iowa City 52242, USA
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Cappiello M, Vilardo PG, Lippi A, Criscuoli M, Del Corso A, Mura U. Kinetics of human thrombin inhibition by two novel peptide inhibitors (Hirunorm IV and Hirunorm V). Biochem Pharmacol 1996; 52:1141-6. [PMID: 8937420 DOI: 10.1016/0006-2952(96)00388-7] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
A study on the kinetics of human thrombin inhibition by two novel synthetic peptides (Hirunorm IV and Hirunorm V) and a comparison with recombinant hirudin and a commonly used thrombin inhibitor, Hirulog-1, are reported. The dissociation constants for Hirunorm IV and Hirunorm V were determined by varying the concentration of inhibitors at fixed concentrations of the chromogenic substrate Chromozym-TH (N-tosylglycyl-L-prolyl-L-arginine 4-nitroanilide acetate). Both inhibitors behaved as reversible tight-binding inhibitors of amidolytic thrombin activity. The apparent dissociation constants determined showed a linear dependence on the concentration of substrate; this finding, which indicates that the inhibition was competitive, made possible the estimation of the dissociation constants (KI) for Hirunorm IV and Hirunorm V, which were 0.134 +/- 0.014 nM and 0.245 +/- 0.016 nM, respectively. Similar dissociation constants were also obtained for the two inhibitors when thrombin activity was measured with fibrinogen in the clotting assay. When tested for resistance to thrombin proteolytic activity, both inhibitors were inviolate to cleavage by thrombin. The data obtained demonstrate that both Hirunorm IV and Hirunorm V are potent and stable inhibitors of human thrombin activity.
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Affiliation(s)
- M Cappiello
- Dipartimento di Fisiologia e Biochimica, Università dt Pisa, Italy
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Ascenzi P, Amiconi G, Bode W, Bolognesi M, Coletta M, Menegatti E. Proteinase inhibitors from the European medicinal leech Hirudo medicinalis: structural, functional and biomedical aspects. Mol Aspects Med 1995; 16:215-313. [PMID: 8569452 DOI: 10.1016/0098-2997(95)00002-x] [Citation(s) in RCA: 27] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Affiliation(s)
- P Ascenzi
- Department of Pharmaceutical Chemistry and Technology, University of Torino, Italy
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6
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García-Moreno B. Probing structural and physical basis of protein energetics linked to protons and salt. Methods Enzymol 1995; 259:512-38. [PMID: 8538470 DOI: 10.1016/0076-6879(95)59059-5] [Citation(s) in RCA: 24] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Affiliation(s)
- B García-Moreno
- Department of Biophysics, Johns Hopkins University, Baltimore, Maryland 21218, USA
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Picozzi M, De Cristofaro R. Effect of temperature on the association step in thrombin-fibrinogen interaction. Biochem J 1993; 294 ( Pt 2):563-7. [PMID: 8373370 PMCID: PMC1134492 DOI: 10.1042/bj2940563] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/30/2023]
Abstract
Kinetics of fibrinopeptide A release by human alpha-thrombin at low fibrinogen concentration allowed us to measure the specificity constant, i.e. kcat/Km, for the interaction between the enzyme and human fibrinogen. A study of the dependence of the ratio kcat/Km upon the viscosity of the medium revealed that fibrinogen acts as a 'sticky' substrate, or, in other words, as a substrate that dissociates from the Michaelis complex with a rate comparable with that for acylation of the active site. These experiments allowed us also to compute for the first time the second-order rate constant for thrombin-fibrinogen association. A study of the temperature-dependence of the association rate, carried out over the temperature range spanning from 10 degrees C to 37 degrees C (pH 7.50; I0.15) permitted the estimation of the enthalpy and entropy of activation, delta H++ and delta S++, which were found to be equal to 5.69 +/- 0.77 kJ.mol-1 and -80.25 +/- 1.79 kJ.K-1.mol-1 respectively. In addition, the values of Km for thrombin-fibrinogen reaction were measured at different solution viscosities in order to derive the equilibrium dissociation constant, Ks, of this interaction. These experiments showed that the Ks values for thrombin-fibrinogen binding was equal to 1.8 microM at 25 degrees C. Altogether these results indicated that fibrinogen, though interacting with both the catalytic pocket and the fibrinogen recognition site on the thrombin molecule, dissociates from Michaelis complex with a rate comparable with that shown by amide substrates, which interact only with the catalytic site.
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Affiliation(s)
- M Picozzi
- Centro Ricerche Fisiopatologia dell'Emostasi, Università Cattolica S. Cuore, Roma, Italy
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Keating S, Di Cera E. Transition modes in Ising networks: an approximate theory for macromolecular recognition. Biophys J 1993; 65:253-69. [PMID: 8369436 PMCID: PMC1225721 DOI: 10.1016/s0006-3495(93)81034-8] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/30/2023] Open
Abstract
For a statistical lattice, or Ising network, composed of N identical units existing in two possible states, 0 and 1, and interacting according to a given geometry, a set of values can be found for the mean free energy of the 0-->1 transition of a single unit. Each value defines a transition mode in an ensemble of nu N = 3N - 2N possible values and reflects the role played by intermediate states in shaping the energetics of the system as a whole. The distribution of transition modes has a number of intriguing properties. Some of them apply quite generally to any Ising network, regardless of its dimension, while others are specific for each interaction geometry and dimensional embedding and bear on fundamental aspects of analytical number theory. The landscape of transition modes encapsulates all of the important thermodynamic properties of the network. The free energy terms defining the partition function of the system can be derived from the modes by simple transformations. Classical mean-field expressions can be obtained from consideration of the properties of transition modes in a rather straightforward way. The results obtained in the analysis of the transition mode distributions have been used to develop an approximate treatment of the problem of macromolecular recognition. This phenomenon is modeled as a cooperative process that involves a number of recognition subsites across an interface generated by the binding of two macromolecular components. The distribution of allowed binding free energies for the system is shown to be a superposition of Gaussian terms with mean and variance determined a priori by the theory. Application to the analysis of the biologically interaction of thrombin with hirudin has provided some useful information on basic aspects of the interaction, such as the number of recognition subsites involved and the energy balance for binding and cooperative coupling among them. Our results agree quite well with information derived independently from analysis of the crystal structure of the thrombin-hirudin complex.
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Affiliation(s)
- S Keating
- Department of Biochemistry and Molecular Biophysics, Washington University School of Medicine, St. Louis, Missouri 63110
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Hopfner KP, Ayala Y, Szewczuk Z, Konishi Y, Di Cera E. Chemical compensation in macromolecular bridge-binding to thrombin. Biochemistry 1993; 32:2947-53. [PMID: 8457559 DOI: 10.1021/bi00063a004] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/30/2023]
Abstract
The binding energetics of eight synthetic peptides capable of interfering with thrombin function have been studied by steady-state measurements and clotting assays. The synthetic peptides are bifunctional inhibitors consisting of three domains: (i) a fragment of the C-terminus of recombinant hirudin, hir55-65, which binds to the fibrinogen-recognition site of thrombin; (ii) a small active site inhibitor, Ac-(DF)PRP, binding to the catalytic pocket of the enzyme, and (iii) a linker spanning these two portions with variable length and chemical composition. All these synthetic peptides are competitive inhibitors of fibrinogen. On the other hand, a linker of at least 13 carbon atoms is required for full competitive inhibition of the hydrolysis by thrombin of small synthetic substrates, which only bind to the catalytic pocket of the enzyme. The best inhibitory effect is observed with a linker of 13 carbon atoms, with a value of KI in the nanomolar range. Studies conducted as a function of temperature, in the range 15-40 degrees C, have revealed the enthalpic and entropic components of inhibitor binding to thrombin. Chemical compensation is observed for all synthetic peptides that bridge-bind to the fibrinogen-recognition site and the catalytic pocket of the enzyme thereby inhibiting in a competitive fashion either fibrinogen binding or the hydrolysis of small synthetic substrates. The extrathermodynamic relationship between delta H and delta G also includes the enthalpy and free energy of binding for the natural substrate fibrinogen and the potent natural inhibitor hirudin, measured under identical solution conditions. Preferential binding of hirudin over fibrinogen is an entropy-driven process.(ABSTRACT TRUNCATED AT 250 WORDS)
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Affiliation(s)
- K P Hopfner
- Department of Biochemistry and Molecular Biophysics, Washington University School of Medicine, St. Louis, Missouri 63110
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de Cristofaro R, Rocca B, Bizzi B, Landolfi R. The linkage between binding of the C-terminal domain of hirudin and amidase activity in human alpha-thrombin. Biochem J 1993; 289 ( Pt 2):475-80. [PMID: 8424791 PMCID: PMC1132192 DOI: 10.1042/bj2890475] [Citation(s) in RCA: 25] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/30/2023]
Abstract
A method derived from the analysis of viscosity effects on the hydrolysis of the amide substrates D-phenylalanylpipecolyl-arginine-p-nitroaniline, tosylglycylprolylarginine-p-nitroanaline and cyclohexylglycylalanylarginine-p-nitroalanine by human alpha-thrombin was developed to dissect the Michaelis-Menten parameters Km and kcat into the individual rate constants of the binding, acylation and deacylation reactions. This method was used to analyse the effect of the C-terminal hirudin (residues 54-65) [hir-(54-65)] domain on the binding and hydrolysis of the three substrates. The results showed that the C-terminal hir-(54-65) fragment affects only the acylation rate, which is increased approx. 1.2-fold for all the substrates. Analysis of the dependence of acylation rate constants on hirudin-fragment concentration, allowed the determination of the equilibrium binding constant of C-terminal hir-(54-65) (Kd approximately 0.7 microM). In addition this peptide was found to competitively inhibit thrombin-fibrinogen interaction with a Ki which is in excellent agreement with the equilibrium constant derived from viscosity experiments. These results demonstrate that binding of hir-(54-65) to the fibrinogen recognition site of thrombin does not affect the equilibrium binding of amide substrates, but induces only a small increase in the acylation rate of the hydrolysis reaction.
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Affiliation(s)
- R de Cristofaro
- Centro Ricerche Fisiopatologia dell'Emostasi, Università Cattolica S. Cuore, Roma, Italy
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