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Cherif S, Carrière F, Sayari A, Fendri A. Studies of crab digestive phospholipase acting on phospholipid monolayers: Activation by temperature. Int J Biol Macromol 2020; 142:705-711. [PMID: 31622722 DOI: 10.1016/j.ijbiomac.2019.10.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2019] [Revised: 09/19/2019] [Accepted: 10/01/2019] [Indexed: 11/26/2022]
Abstract
Secreted phospholipases A2 (sPLA2) are water-soluble lipolytic enzymes that act at the interface of organized lipid substrates, where the catalytic step is coupled to various interfacial phenomena as enzyme penetration, solubilisation of reaction products, lateral packing and loss of mechanical stability of organized assemblies of phospholipid molecule, among others. Using the monomolecular film technique, we compared the interfacial properties of crab digestive sPLA2 (CDPL) with those of the porcine pancreatic one (PPPL). A kinetic study on the surface pressure dependency of the two sPLA2 was performed using monomolecular films of three different substrates: di C12-PC (1.2-dilauroyl-sn-glycerol-3-phosphocholine); di C12-PG (1.2-dilauroyl-sn-glycerol-3-phosphoglycerol) and di C12-PE (1.2-dilauroyl-sn-glycerol-3-phosphoethanolamine). The use of a substrate in monolayer state, during the catalytic reactions, allows us to monitor the effect of several physicochemical parameters by altering the "quality of interface". The effect of temperature on the hydrolysis rate of these substrates was also checked. Our results show that activities of both phospholipases were affected by the variation of the subphase temperature. CDPL was irreversibly inactivated by p-bromo-phenacyl bromide, the specific inhibitor of sPLA2. The hyperbolic catalytic behaviour observed was coherent with hopping mode of action, one of the two characteristic mechanisms of interfacial catalysis of sPLA2.
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Affiliation(s)
- Slim Cherif
- Laboratory of Biochemistry and Enzymatic Engineering of Lipases, ENIS, Sfax, Tunisia
| | - Frederic Carrière
- Aix Marseille University, CNRS, BIP, UMR7281, 31 Chemin Joseph Aiguier, 13402 Marseille Cedex 9, France
| | - Adel Sayari
- Laboratory of Biochemistry and Enzymatic Engineering of Lipases, ENIS, Sfax, Tunisia
| | - Ahmed Fendri
- Laboratory of Biochemistry and Enzymatic Engineering of Lipases, ENIS, Sfax, Tunisia.
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Dutta S, Horita DA, Hantgan RR, Guthold M. PROBING αIIb β3: LIGAND INTERACTIONS BY DYNAMIC FORCE SPECTROSCOPY AND SURFACE PLASMON RESONANCE. NANO LIFE 2013; 3:13400051-134000511. [PMID: 24098311 PMCID: PMC3788690 DOI: 10.1142/s1793984413400059] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
The interaction between platelet integrin αIIbβ3 and fibrin(ogen) plays a key role in blood clot formation and stability. Integrin antagonists, a class of pharmaceuticals used to prevent and treat cardiovascular disease, are designed to competitively interfere with this process. However, the energetics of the integrin-drug binding are not fully understood, potentially hampering further development of this class of pharmaceuticals. We integrated dynamic force spectroscopy (DFS) and surface plasmon resonance (SPR) to probe the energetics of complex formation between αIIbβ3 and cHarGD, a cyclic peptide integrin antagonist. Analysis of αIIbβ3:cHarGD DFS rupture force data at pulling rates of 14 000 pN/s, 42 000 pN/s and 70 000 pN/s yielded koff = 0.02-0.09 s-1, a dissociation energy barrier [Formula: see text] = 22-29 kJ/mol, and a potential well width x-1 = 0.5-0.8 nm. SPR kinetic data yielded an association rate constant kon = 7 × 103 L/mol-s and a dissociation rate constant koff = 10-2 s-1, followed by a slower stabilization step (τ ~ 400 s). Both DFS and SPR detected minimal interactions between αIIbβ3 and cHarGA demonstrating a key role for electrostatic interactions between the ligand aspartate and the integrin metal ion-dependent adhesion site (MIDAS). Our work provides new insights into the energy landscape of αIIbβ3's interactions with pharmacological and physiological ligands.
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Affiliation(s)
- Samrat Dutta
- Department of Physics, Wake Forest University 1834 Wake Forest Road, Winston-Salem, NC 27106, USA
| | - David A Horita
- Department of Biochemistry Wake Forest University School of Medicine Medical Center Boulevard Winston-Salem, NC 27157-1016, USA
| | - Roy R Hantgan
- Department of Biochemistry Wake Forest University School of Medicine Medical Center Boulevard Winston-Salem, NC 27157-1016, USA
| | - Martin Guthold
- Department of Physics, Wake Forest University 1834 Wake Forest Road, Winston-Salem, NC 27106, USA
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Bostrom J, Haber L, Koenig P, Kelley RF, Fuh G. High affinity antigen recognition of the dual specific variants of herceptin is entropy-driven in spite of structural plasticity. PLoS One 2011; 6:e17887. [PMID: 21526167 PMCID: PMC3081289 DOI: 10.1371/journal.pone.0017887] [Citation(s) in RCA: 60] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2010] [Accepted: 02/16/2011] [Indexed: 12/25/2022] Open
Abstract
The antigen-binding site of Herceptin, an anti-human Epidermal Growth Factor Receptor 2 (HER2) antibody, was engineered to add a second specificity toward Vascular Endothelial Growth Factor (VEGF) to create a high affinity two-in-one antibody bH1. Crystal structures of bH1 in complex with either antigen showed that, in comparison to Herceptin, this antibody exhibited greater conformational variability, also called "structural plasticity". Here, we analyzed the biophysical and thermodynamic properties of the dual specific variants of Herceptin to understand how a single antibody binds two unrelated protein antigens. We showed that while bH1 and the affinity-improved bH1-44, in particular, maintained many properties of Herceptin including binding affinity, kinetics and the use of residues for antigen recognition, they differed in the binding thermodynamics. The interactions of bH1 and its variants with both antigens were characterized by large favorable entropy changes whereas the Herceptin/HER2 interaction involved a large favorable enthalpy change. By dissecting the total entropy change and the energy barrier for dual interaction, we determined that the significant structural plasticity of the bH1 antibodies demanded by the dual specificity did not translate into the expected increase of entropic penalty relative to Herceptin. Clearly, dual antigen recognition of the Herceptin variants involves divergent antibody conformations of nearly equivalent energetic states. Hence, increasing the structural plasticity of an antigen-binding site without increasing the entropic cost may play a role for antibodies to evolve multi-specificity. Our report represents the first comprehensive biophysical analysis of a high affinity dual specific antibody binding two unrelated protein antigens, furthering our understanding of the thermodynamics that drive the vast antigen recognition capacity of the antibody repertoire.
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Affiliation(s)
- Jenny Bostrom
- Department of Antibody Engineering, Genentech Inc., South San Francisco, California, United States of America
- Department of Protein Engineering, Genentech, Inc., South San Francisco, California, United States of America
| | - Lauric Haber
- Department of Antibody Engineering, Genentech Inc., South San Francisco, California, United States of America
- Department of Protein Engineering, Genentech, Inc., South San Francisco, California, United States of America
| | - Patrick Koenig
- Department of Antibody Engineering, Genentech Inc., South San Francisco, California, United States of America
- Department of Protein Engineering, Genentech, Inc., South San Francisco, California, United States of America
| | - Robert F. Kelley
- Department of Antibody Engineering, Genentech Inc., South San Francisco, California, United States of America
- Department of Protein Engineering, Genentech, Inc., South San Francisco, California, United States of America
| | - Germaine Fuh
- Department of Antibody Engineering, Genentech Inc., South San Francisco, California, United States of America
- Department of Protein Engineering, Genentech, Inc., South San Francisco, California, United States of America
- * E-mail:
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4
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Hantgan RR, Stahle MC, Lord ST. Dynamic regulation of fibrinogen: integrin αIIbβ3 binding. Biochemistry 2010; 49:9217-25. [PMID: 20828133 DOI: 10.1021/bi1009858] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
This study demonstrates that two orthogonal events regulate integrin αIIbβ3's interactions with fibrinogen, its primary physiological ligand: (1) conformational changes at the αIIb-β3 interface and (2) flexibility in the carboxy terminus of fibrinogen's γ-module. The first postulate was tested by capturing αIIbβ3 on a biosensor and measuring binding by surface plasmon resonance. Binding of fibrinogen to eptifibatide-primed αIIbβ3 was characterized by a k(on) of ~2 × 10(4) L mol(-1) s(-1) and a k(off) of ~8 × 10(-5) s(-1) at 37 °C. In contrast, even at 150 nM fibrinogen, no binding was detected with resting αIIbβ3. Eptifibatide competitively inhibited fibrinogen's interactions with primed αIIbβ3 (K(i) ~0.4 nM), while a synthetic γ-module peptide (HHLGGAKQAGDV) was only weakly inhibitory (K(i) > 10 μM). The second postulate was tested by measuring αIIbβ3's interactions with recombinant fibrinogen, both normal (rFgn) and a deletion mutant lacking the γ-chain AGDV sites (rFgn γΔ408-411). Normal rFgn bound rapidly, tightly, and specifically to primed αIIbβ3; no interaction was detected with rFgn γΔ408-411. Equilibrium and transition-state thermodynamic data indicated that binding of fibrinogen to primed αIIbβ3, while enthalpy-favorable, must overcome an entropy-dominated activation energy barrier. The hypothesis that fibrinogen binding is enthalpy-driven fits with structural data showing that its γ-C peptide and eptifibatide exhibit comparable electrostatic contacts with αIIbβ3's ectodomain. The concept that fibrinogen's αIIbβ3 targeting sequence is intrinsically disordered may explain the entropy penalty that limits its binding rate. In the hemostatic milieu, platelet-platelet interactions may be localized to vascular injury sites because integrins must be activated before they can bind their most abundant ligand.
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Affiliation(s)
- Roy R Hantgan
- Department of Biochemistry, Wake Forest University School of Medicine, Medical Center Boulevard, Winston-Salem, NC 27157-1016, USA.
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5
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Walsh STR. A biosensor study indicating that entropy, electrostatics, and receptor glycosylation drive the binding interaction between interleukin-7 and its receptor. Biochemistry 2010; 49:8766-78. [PMID: 20815339 DOI: 10.1021/bi101050h] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
The interaction between interleukin-7 (IL-7) and its α-receptor, IL-7Rα, plays fundamental roles in the development, survival, and homeostasis of B- and T-cells. N-Linked glycosylation of human IL-7Rα enhances its binding affinity for human IL-7 300-fold versus that of the nonglycosylated receptor through an allosteric mechanism. The N-glycans of IL-7Rα do not participate directly in the binding interface with IL-7. This biophysical study involves dissection of the properties of binding of IL-7 to both nonglycosylated and glycosylated forms of the IL-7Rα extracellular domain (ECD) as functions of salt, pH, and temperature using surface plasmon resonance (SPR) spectroscopy. Interactions of IL-7 with both IL-7Rα variants display weaker binding affinities with increasing salt concentrations primarily reflected by changes in the first on rates of a two-step reaction pathway. The electrostatic parameter of the IL-7-IL-7Rα interaction is not driven by complementary charge interactions through residues at the binding interface or N-glycan composition of IL-7Rα, but presumably by favorable global charges of the two proteins. van't Hoff analysis indicates both IL-7-IL-7Rα interactions are driven by large favorable entropy changes and smaller unfavorable (nonglycosylated complex) and favorable (glycosylated complex) enthalpy changes. Eyring analysis of the IL-7-IL-7Rα interactions reveals different reaction pathways and barriers for the transition-state thermodynamics with the enthalpy and entropy changes of IL-7 binding to nonglycosylated and glycosylated IL-7Rα. There were no discernible heat capacity changes for the equilibrium or transition-state binding thermodynamics of the IL-7-IL-7Rα interactions. The results suggest that the unbound nonglycosylated IL-7Rα samples an extensive conformational landscape relative to the unbound glycosylated IL-7Rα, potentially explaining the switch from a "conformationally controlled" reaction (k(1) ∼ 10(2) M(-1) s(-1)) for the nonglycosylated interaction to a "diffusion-controlled" reaction (k(1) ∼ 10(6) M(-1) s(-1)) for the glycosylated interaction. Thus, a large favorable entropy change, a global favorable electrostatic component, and glycosylation of the receptor, albeit not at the interface, contribute significantly to the interaction between IL-7 and the IL-7Rα ECD.
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Affiliation(s)
- Scott T R Walsh
- Department of Cell Biology and Molecular Genetics, Institute for Bioscience and Biotechnology Research, W. M. Keck Laboratory for Structural Biology, University of Maryland, 9600 Gudelsky Drive, Rockville, Maryland 20850, USA.
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Schramm AM, Karr D, Mehra-Chaudhary R, Van Doren SR, Furdui CM, Beamer LJ. Breaking the covalent connection: Chain connectivity and the catalytic reaction of PMM/PGM. Protein Sci 2010; 19:1235-42. [PMID: 20512975 DOI: 10.1002/pro.402] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
Fragment complementation has been used to investigate the role of chain connectivity in the catalytic reaction of phosphomannomutase/phosphoglucomutase (PMM/PGM) from Pseudomonas aeruginosa, a human pathogen. A heterodimer of PMM/PGM, created from fragments corresponding to its first three and fourth domains, was constructed and enzyme activity reconstituted. NMR spectra demonstrate that the fragment corresponding to the fourth (C-terminal) domain exists as a highly structured, independent folding domain, consistent with its varied conformation observed in enzyme-substrate complexes. Steady-state kinetics and thermodynamics studies reported here show that complete conformational freedom of Domain 4, because of the break in the polypeptide chain, is deleterious to catalytic efficiency primarily as a consequence of increased entropy. This extends observations from studies of the intact enzyme, which showed that the degree of flexibility of a hinge region is controlled by the precise sequence of amino acids optimized through evolutionary constraints. This work also sheds light on the functional advantage gained by combining separate folding domains into a single polypeptide chain.
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Affiliation(s)
- Andrew M Schramm
- Department of Biochemistry, University of Missouri, Columbia, Missouri 65211, USA
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Baardsnes J, Hinck CS, Hinck AP, O'Connor-McCourt MD. TbetaR-II discriminates the high- and low-affinity TGF-beta isoforms via two hydrogen-bonded ion pairs. Biochemistry 2009; 48:2146-55. [PMID: 19161338 DOI: 10.1021/bi8019004] [Citation(s) in RCA: 48] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
Abstract
The TGF-beta isoforms, TGF-beta1, -beta2, and -beta3, share greater than 70% sequence identity and are almost structurally identical. TGF-beta2 differs from the others, however, in that it binds the TGF-beta type II receptor (TbetaR-II) with much lower affinity than either TGF-beta1 or -beta3. It has been previously shown that three conserved interfacial residues, Arg25, Val92, Arg94, in TGF-beta1 and -beta3 are responsible for their high-affinity interaction with TbetaR-II. In this study, the role of each of these residues was examined by creating single, double, and triple substitutions resulting in both TGF-beta3 loss-of-function and TGF-beta2 gain-of-function variants. One-dimensional 1H NMR spectra of the variants confirmed a lack of large structural perturbations. Affinities, kinetics, and thermodynamics for TbetaR-II binding were determined by surface plasmon resonance biosensor analysis. Double substitutions revealed that nearly all of the high-affinity binding is contributed by Arg25 and Arg94. Single site substitutions showed that Arg94 makes the greatest contribution. Substitution of Arg25 and Arg94 with alanine verified the requirement of the arginine guanidinium functional groups for the highly specific hydrogen-bonded ion pairs formed between Arg25 and Arg94 of TGF-beta1 and -beta3, and Glu119 and Asp32 of TbetaR-II. Further kinetic and thermodynamic analyses confirmed that Arg25 and Arg94 are primarily responsible for high-affinity binding and also revealed that noninterfacial longer range effects emanating from the TGF-beta structural framework contribute slightly to TbetaR-II binding. Growth inhibition assays showed that binding changes generally correlate directly with changes in function; however, a role Val92 in this cellular context was uncovered.
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Affiliation(s)
- Jason Baardsnes
- Biotechnology Research Institute, National Research Council, Montreal, Quebec H4P2R2, Canada
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Dąbkowska K, Szewczyk KW. Influence of temperature on the activity and enantioselectivity of Burkholderia cepacia lipase in the kinetic resolution of mandelic acid enantiomers. Biochem Eng J 2009. [DOI: 10.1016/j.bej.2009.04.023] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
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9
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Kormes DJ, Cortón E. Development of a Novel Method for in vivo Determination of Activation Energy of Glucose Transport Across S. cerevisiae Cellular Membranes. A Biosensor-like Approach. SENSORS 2009; 9:1599-608. [PMID: 22573975 PMCID: PMC3345862 DOI: 10.3390/s90301599] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/12/2008] [Revised: 01/21/2009] [Accepted: 03/06/2009] [Indexed: 11/16/2022]
Abstract
Whereas biosensors have been usually proposed as analytical tools, used to investigate the surrounding media pursuing an analytical answer, we have used a biosensor-like device to characterize the microbial cells immobilized on it. We have studied the kinetics of transport and degradation of glucose at different concentrations and temperatures. When glucose concentrations of 15 and 1.5 mM were assayed, calculated activation energies were 25.2 and 18.4 kcal mol(-1), respectively, in good agreement with previously published data. The opportunity and convenience of using Arrhenius plots to estimate the activation energy in metabolic-related processes is also discussed.
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Affiliation(s)
- Diego J. Kormes
- Biosensors and Bioanalysis Group, FCEN, UBA / Department of Biochemistry, Facultad de Ciencias Exactas y Naturales, Universidad de Buenos Aires, Ciudad Universitaria, Pab. 2, (1428) Buenos Aires, Argentina; E-Mail:
| | - Eduardo Cortón
- Biosensors and Bioanalysis Group, FCEN, UBA and CONICET / Department of Biochemistry, Facultad de Ciencias Exactas y Naturales, Universidad de Buenos Aires, Ciudad Universitaria, Pab. 2, (1428) Buenos Aires, Argentina
- Author to whom correspondence should be addressed; E-Mail: ; Tel.: + 54-11-4576-3342 ext. 203; Fax: + 54-11-4576-3342
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Hantgan RR, Stahle MC, Horita DA. Entropy Drives Integrin αIIbβ3:Echistatin Binding—Evidence from Surface Plasmon Resonance Spectroscopy. Biochemistry 2008; 47:2884-92. [DOI: 10.1021/bi701877a] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Affiliation(s)
- Roy R. Hantgan
- Department of Biochemistry, Wake Forest University School of Medicine, Medical Center Boulevard, Winston-Salem, North Carolina 27157-1016
| | - Mary C. Stahle
- Department of Biochemistry, Wake Forest University School of Medicine, Medical Center Boulevard, Winston-Salem, North Carolina 27157-1016
| | - David A. Horita
- Department of Biochemistry, Wake Forest University School of Medicine, Medical Center Boulevard, Winston-Salem, North Carolina 27157-1016
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11
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Geitmann M, Danielson UH. Additional level of information about complex interaction between non-nucleoside inhibitor and HIV-1 reverse transcriptase using biosensor-based thermodynamic analysis. Bioorg Med Chem 2007; 15:7344-54. [PMID: 17870544 DOI: 10.1016/j.bmc.2007.08.018] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2007] [Revised: 07/27/2007] [Accepted: 08/03/2007] [Indexed: 11/29/2022]
Abstract
The thermodynamics of the interaction between mutant HIV-1 reverse transcriptase (K103N and Y181C) and a non-nucleoside reverse transcriptase inhibitor (NNRTI), the phenylethylthiazolylurea compound MIV-150, was obtained by determining the temperature dependence of the kinetic rate constants. Large entropic changes in the forward and backward steps of the isomerization between a non-binding competent and a binding competent conformation of the enzyme, as well as in the binding steps, implied the involvement of major structural rearrangements upon interaction with the inhibitor. Despite of the entropic character of the overall interaction, the equilibrium for the binding of inhibitor was found to be predominantly enthalpy-driven. The high affinity and the low affinity interactions of the heterogeneously interacting inhibitor showed different energetics in the analysis, revealing an expectedly higher enthalpic component for the high-affinity interaction. The thermodynamic profiles of the two enzyme variants displayed significant differences, which could not be derived from their kinetics at a single temperature.
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Affiliation(s)
- Matthis Geitmann
- Department of Biochemistry and Organic Chemistry, Uppsala University, Box 576, SE-751 23 Uppsala, Sweden.
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Winzor DJ, Jackson CM. Interpretation of the temperature dependence of equilibrium and rate constants. J Mol Recognit 2006; 19:389-407. [PMID: 16897812 DOI: 10.1002/jmr.799] [Citation(s) in RCA: 78] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
The objective of this review is to draw attention to potential pitfalls in attempts to glean mechanistic information from the magnitudes of standard enthalpies and entropies derived from the temperature dependence of equilibrium and rate constants for protein interactions. Problems arise because the minimalist model that suffices to describe the energy differences between initial and final states usually comprises a set of linked equilibria, each of which is characterized by its own energetics. For example, because the overall standard enthalpy is a composite of those individual values, a positive magnitude for DeltaH(o) can still arise despite all reactions within the subset being characterized by negative enthalpy changes: designation of the reaction as being entropy driven is thus equivocal. An experimenter must always bear in mind the fact that any mechanistic interpretation of the magnitudes of thermodynamic parameters refers to the reaction model rather than the experimental system. For the same reason there is little point in subjecting the temperature dependence of rate constants for protein interactions to transition-state analysis. If comparisons with reported values of standard enthalpy and entropy of activation are needed, they are readily calculated from the empirical Arrhenius parameters.
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Affiliation(s)
- Donald J Winzor
- Department of Biochemistry, School of Molecular and Microbial Sciences, University of Queensland, Brisbane, Queensland 4072, Australia.
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Abstract
We identified 1113 articles (103 reviews, 1010 primary research articles) published in 2005 that describe experiments performed using commercially available optical biosensors. While this number of publications is impressive, we find that the quality of the biosensor work in these articles is often pretty poor. It is a little disappointing that there appears to be only a small set of researchers who know how to properly perform, analyze, and present biosensor data. To help focus the field, we spotlight work published by 10 research groups that exemplify the quality of data one should expect to see from a biosensor experiment. Also, in an effort to raise awareness of the common problems in the biosensor field, we provide side-by-side examples of good and bad data sets from the 2005 literature.
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Affiliation(s)
- Rebecca L Rich
- Center for Biomolecular Interaction Analysis, University of Utah, Salt Lake City, UT 84132, USA
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