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Azalim-Neto P, Noël F, Silva SC, Villar JAFP, Barbosa L, O'Doherty GA, Quintas LEM. Simplified Method for Kinetic and Thermodynamic Screening of Cardiotonic Steroids through the K +-Dependent Phosphatase Activity of Na +/K +-ATPase with Chromogenic pNPP Substrate. Mol Pharmacol 2024; 106:225-239. [PMID: 39187390 PMCID: PMC11493336 DOI: 10.1124/molpharm.124.000934] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2024] [Revised: 08/13/2024] [Accepted: 08/15/2024] [Indexed: 08/28/2024] Open
Abstract
The antitumor effect of cardiotonic steroids (CTS) has stimulated the search for new methods to evaluate both kinetic and thermodynamic aspects of their binding to Na+/K+-ATPase (IUBMB Enzyme Nomenclature). We propose a real-time assay based on a chromogenic substrate for phosphatase activity (pNPPase activity), using only two concentrations with an inhibitory progression curve, to obtain the association rate (kon ), dissociation rate (koff ), and equilibrium (Ki ) constants of CTS for the structure-kinetics relationship in drug screening. We show that changing conditions (from ATPase to pNPPase activity) resulted in an increase of Ki of the cardenolides digitoxigenin, essentially due to a reduction of kon In contrast, the Ki of the structurally related bufadienolide bufalin increased much less due to the reduction of its koff partially compensating the decrease of its kon When evaluating the kinetics of 15 natural and semisynthetic CTS, we observed that both kon and koff correlated with Ki (Spearman test), suggesting that differences in potency depend on variations of both kon and koff A rhamnose in C3 of the steroidal nucleus enhanced the inhibitory potency by a reduction of koff rather than an increase of kon Raising the temperature did not alter the koff of digitoxin, generating a ΔH‡ (koff ) of -10.4 ± 4.3 kJ/mol, suggesting a complex dissociation mechanism. Based on a simple and inexpensive methodology, we determined the values of kon , koff , and Ki of the CTS and provided original kinetics and thermodynamics differences between CTS that could help the design of new compounds. SIGNIFICANCE STATEMENT: This study describes a fast, simple, and cost-effective method for the measurement of phosphatase pNPPase activity enabling structure-kinetics relationships of Na+/K+-ATPase inhibitors, which are important compounds due to their antitumor effect and endogenous role. Using 15 compounds, some of them original, this study was able to delineate the kinetics and/or thermodynamics differences due to the type of sugar and lactone ring present in the steroid structure.
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Affiliation(s)
- Pedro Azalim-Neto
- Laboratório de Farmacologia Bioquímica e Molecular, Instituto de Ciências Biomédicas, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil (P.A.-N., F.N., L.E.M.Q.); Laboratório de Síntese Orgânica e Nanoestruturas, Universidade Federal de São João del-Rei Campus Centro-Oeste Dona Lindu, Divinópolis, Brazil (S.C.S., J.A.F.P.V.); Laboratório de Bioquímica Celular, Universidade Federal de São João del-Rei (UFSJ) Campus Centro-Oeste Dona Lindu, Divinópolis, Brazil (L.B.); and Department of Chemistry and Chemical Biology, Northeastern University, Boston, Massachusetts (G.A.O.)
| | - François Noël
- Laboratório de Farmacologia Bioquímica e Molecular, Instituto de Ciências Biomédicas, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil (P.A.-N., F.N., L.E.M.Q.); Laboratório de Síntese Orgânica e Nanoestruturas, Universidade Federal de São João del-Rei Campus Centro-Oeste Dona Lindu, Divinópolis, Brazil (S.C.S., J.A.F.P.V.); Laboratório de Bioquímica Celular, Universidade Federal de São João del-Rei (UFSJ) Campus Centro-Oeste Dona Lindu, Divinópolis, Brazil (L.B.); and Department of Chemistry and Chemical Biology, Northeastern University, Boston, Massachusetts (G.A.O.)
| | - Simone C Silva
- Laboratório de Farmacologia Bioquímica e Molecular, Instituto de Ciências Biomédicas, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil (P.A.-N., F.N., L.E.M.Q.); Laboratório de Síntese Orgânica e Nanoestruturas, Universidade Federal de São João del-Rei Campus Centro-Oeste Dona Lindu, Divinópolis, Brazil (S.C.S., J.A.F.P.V.); Laboratório de Bioquímica Celular, Universidade Federal de São João del-Rei (UFSJ) Campus Centro-Oeste Dona Lindu, Divinópolis, Brazil (L.B.); and Department of Chemistry and Chemical Biology, Northeastern University, Boston, Massachusetts (G.A.O.)
| | - José A F P Villar
- Laboratório de Farmacologia Bioquímica e Molecular, Instituto de Ciências Biomédicas, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil (P.A.-N., F.N., L.E.M.Q.); Laboratório de Síntese Orgânica e Nanoestruturas, Universidade Federal de São João del-Rei Campus Centro-Oeste Dona Lindu, Divinópolis, Brazil (S.C.S., J.A.F.P.V.); Laboratório de Bioquímica Celular, Universidade Federal de São João del-Rei (UFSJ) Campus Centro-Oeste Dona Lindu, Divinópolis, Brazil (L.B.); and Department of Chemistry and Chemical Biology, Northeastern University, Boston, Massachusetts (G.A.O.)
| | - Leandro Barbosa
- Laboratório de Farmacologia Bioquímica e Molecular, Instituto de Ciências Biomédicas, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil (P.A.-N., F.N., L.E.M.Q.); Laboratório de Síntese Orgânica e Nanoestruturas, Universidade Federal de São João del-Rei Campus Centro-Oeste Dona Lindu, Divinópolis, Brazil (S.C.S., J.A.F.P.V.); Laboratório de Bioquímica Celular, Universidade Federal de São João del-Rei (UFSJ) Campus Centro-Oeste Dona Lindu, Divinópolis, Brazil (L.B.); and Department of Chemistry and Chemical Biology, Northeastern University, Boston, Massachusetts (G.A.O.)
| | - George A O'Doherty
- Laboratório de Farmacologia Bioquímica e Molecular, Instituto de Ciências Biomédicas, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil (P.A.-N., F.N., L.E.M.Q.); Laboratório de Síntese Orgânica e Nanoestruturas, Universidade Federal de São João del-Rei Campus Centro-Oeste Dona Lindu, Divinópolis, Brazil (S.C.S., J.A.F.P.V.); Laboratório de Bioquímica Celular, Universidade Federal de São João del-Rei (UFSJ) Campus Centro-Oeste Dona Lindu, Divinópolis, Brazil (L.B.); and Department of Chemistry and Chemical Biology, Northeastern University, Boston, Massachusetts (G.A.O.)
| | - Luis Eduardo M Quintas
- Laboratório de Farmacologia Bioquímica e Molecular, Instituto de Ciências Biomédicas, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil (P.A.-N., F.N., L.E.M.Q.); Laboratório de Síntese Orgânica e Nanoestruturas, Universidade Federal de São João del-Rei Campus Centro-Oeste Dona Lindu, Divinópolis, Brazil (S.C.S., J.A.F.P.V.); Laboratório de Bioquímica Celular, Universidade Federal de São João del-Rei (UFSJ) Campus Centro-Oeste Dona Lindu, Divinópolis, Brazil (L.B.); and Department of Chemistry and Chemical Biology, Northeastern University, Boston, Massachusetts (G.A.O.)
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Quinn JG. A rebinding-assay for measuring extreme kinetics using label-free biosensors. Sci Rep 2021; 11:8301. [PMID: 33859320 PMCID: PMC8050309 DOI: 10.1038/s41598-021-87880-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2021] [Accepted: 04/06/2021] [Indexed: 12/25/2022] Open
Abstract
In vitro kinetic measurements allow mechanistic characterization of binding interactions and are particularly valuable throughout drug discovery, from confirmation of on-target binding in early discovery to fine-tuning of drug-binding properties in pre-clinical development. Early chemical matter often exhibits transient kinetics, which remain challenging to measure in a routine drug discovery setting. For example, characterization of irreversible inhibitors has classically relied on the alkylation rate constant, yet this metric fails to resolve its fundamental constituent rate constants, which drive reversible binding kinetics and affinity complex inactivation. In other cases, extremely rapid association processes, which can approach the diffusion limit, also remain challenging to measure. To address these limitations, a practical kinetic rebinding assay is introduced that may be applied for kinetic screening and characterization of compounds. The new capabilities afforded by this probe-based assay emerge from mixed-phase partitioning in a flow-injection configuration and have been implemented using label-free biosensing. A finite element analysis-based biosensor model, simulating inhibition of rebinding within a crowded hydrogel milieu, provided surrogate test data that enabled development and validation of an algebraic model for estimation of kinetic interaction constants. An experimental proof-of-principle demonstrating estimation of the association rate constant, decoupled from the dissociation process, provided further validation.
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Affiliation(s)
- John G Quinn
- Biophysical Group, Biochemical and Cellular Pharmacology, Genentech Inc., 1 DNA Way, South San Francisco, CA, 94080, USA.
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Sotnikov DV, Zherdev AV, Dzantiev BB. Mathematical Modeling of Bioassays. BIOCHEMISTRY (MOSCOW) 2018. [PMID: 29523069 DOI: 10.1134/s0006297917130119] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
The high affinity and specificity of biological receptors determine the demand for and the intensive development of analytical systems based on use of these receptors. Therefore, theoretical concepts of the mechanisms of these systems, quantitative parameters of their reactions, and relationships between their characteristics and ligand-receptor interactions have become extremely important. Many mathematical models describing different bioassay formats have been proposed. However, there is almost no information on the comparative characteristics of these models, their assumptions, and predictive insights. In this review we suggested a set of criteria to classify various bioassays and reviewed classical and contemporary publications on these bioassays with special emphasis on immunochemical analysis systems as the most common and in-demand techniques. The possibilities of analytical and numerical modeling are discussed, as well as estimations of the minimum concentrations that may be detected in bioassays and recommendations for the choice of assay conditions.
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Affiliation(s)
- D V Sotnikov
- Bach Institute of Biochemistry, Research Center for Biotechnology, Russian Academy of Sciences, Moscow, 119071, Russia.
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Munde M, Poon GMK, Wilson WD. Probing the electrostatics and pharmacological modulation of sequence-specific binding by the DNA-binding domain of the ETS family transcription factor PU.1: a binding affinity and kinetics investigation. J Mol Biol 2013; 425:1655-69. [PMID: 23416556 DOI: 10.1016/j.jmb.2013.02.010] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2013] [Accepted: 02/07/2013] [Indexed: 10/27/2022]
Abstract
Members of the ETS family of transcription factors regulate a functionally diverse array of genes. All ETS proteins share a structurally conserved but sequence-divergent DNA-binding domain, known as the ETS domain. Although the structure and thermodynamics of the ETS-DNA complexes are well known, little is known about the kinetics of sequence recognition, a facet that offers potential insight into its molecular mechanism. We have characterized DNA binding by the ETS domain of PU.1 by biosensor-surface plasmon resonance (SPR). SPR analysis revealed a striking kinetic profile for DNA binding by the PU.1 ETS domain. At low salt concentrations, it binds high-affinity cognate DNA with a very slow association rate constant (≤10(5)M(-)(1)s(-)(1)), compensated by a correspondingly small dissociation rate constant. The kinetics are strongly salt dependent but mutually balance to produce a relatively weak dependence in the equilibrium constant. This profile contrasts sharply with reported data for other ETS domains (e.g., Ets-1, TEL) for which high-affinity binding is driven by rapid association (>10(7)M(-)(1)s(-)(1)). We interpret this difference in terms of the hydration properties of ETS-DNA binding and propose that at least two mechanisms of sequence recognition are employed by this family of DNA-binding domain. Additionally, we use SPR to demonstrate the potential for pharmacological inhibition of sequence-specific ETS-DNA binding, using the minor groove-binding distamycin as a model compound. Our work establishes SPR as a valuable technique for extending our understanding of the molecular mechanisms of ETS-DNA interactions as well as developing potential small-molecule agents for biotechnological and therapeutic purposes.
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Affiliation(s)
- Manoj Munde
- Department of Chemistry, Georgia State University, Atlanta, GA 30303, USA
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Schiel JE, Hage DS. Kinetic studies of biological interactions by affinity chromatography. J Sep Sci 2009; 32:1507-22. [PMID: 19391173 DOI: 10.1002/jssc.200800685] [Citation(s) in RCA: 48] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
The rates at which biological interactions occur can provide important information on the mechanism and behavior of such processes in living systems. This paper will discuss how affinity chromatography can be used as a tool to examine the kinetics of biological interactions. This approach, referred to here as biointeraction chromatography, uses a column with an immobilized binding agent to examine the association or dissociation of this agent with other compounds. The use of HPLC-based affinity columns in kinetic studies has received particular attention in recent years. Advantages of using HPLC with affinity chromatography for this purpose include the ability to reuse the same ligand within a column for a large number of experiments, and the good precision and accuracy of this approach. A number of techniques are available for kinetic studies through the use of affinity columns and biointeraction chromatography. These approaches include plate height measurements, peak profiling, peak fitting, split-peak measurements, and peak decay analysis. The general principles for each of these methods are discussed in this paper and some recent applications of these techniques are presented. The advantages and potential limitations of each approach are also considered.
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Affiliation(s)
- John E Schiel
- Department of Chemistry, University of Nebraska, Lincoln, NE 68588-0304, USA
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Nag A, Zhao T, Dinner AR. Effects of nonproductive binding on the kinetics of enzymatic reactions with patterned substrates. J Chem Phys 2007; 126:035103. [PMID: 17249902 DOI: 10.1063/1.2428301] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Existing models of ligand-receptor binding kinetics suggest that clustering surface-associated molecules tends to decrease the rates with which solution phase molecules associate and dissociate. Here, the authors use kinetic Monte Carlo simulations to study the case of an enzyme catalyzing the turnover of substrate molecules immobilized on a surface. The simulations reveal a crossover in the overall reaction rates for randomly distributed and clustered substrate molecules as the enzyme unbinding rate is varied. Approximate expressions for the effective kinetic parameters are introduced, and they show that the observed behavior derives from sequestration of the enzyme in the strong-sticking limit.
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Affiliation(s)
- Ambarish Nag
- Department of Chemistry, James Franck Institute, The University of Chicago, Chicago, Illinois 60637, USA
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