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Liu W, Jiang J, Lin Y, You Q, Wang L. Insight into Thermodynamic and Kinetic Profiles in Small-Molecule Optimization. J Med Chem 2022; 65:10809-10847. [PMID: 35969687 DOI: 10.1021/acs.jmedchem.2c00682] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Structure-activity relationships (SARs) and structure-property relationships (SPRs) have been considered the most important factors during the drug optimization process. For medicinal chemists, improvements in the potencies and druglike properties of small molecules are regarded as their major goals. Among them, the binding affinity and selectivity of small molecules on their targets are the most important indicators. In recent years, there has been growing interest in using thermodynamic and kinetic profiles to analyze ligand-receptor interactions, which could provide not only binding affinities but also detailed binding parameters for small-molecule optimization. In this perspective, we are trying to provide an insight into thermodynamic and kinetic profiles in small-molecule optimization. Through a highlight of strategies on the small-molecule optimization with specific cases, we aim to put forward the importance of structure-thermodynamic relationships (STRs) and structure-kinetic relationships (SKRs), which could provide more guidance to find safe and effective small-molecule drugs.
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Affiliation(s)
- Wei Liu
- State Key Laboratory of Natural Medicines and Jiangsu Key Laboratory of Drug Design and Optimization, China Pharmaceutical University, Nanjing 210009, China.,Department of Medicinal Chemistry, School of Pharmacy, China Pharmaceutical University, Nanjing 210009, China
| | - Jingsheng Jiang
- State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai 201203, China
| | - Yating Lin
- State Key Laboratory of Natural Medicines and Jiangsu Key Laboratory of Drug Design and Optimization, China Pharmaceutical University, Nanjing 210009, China.,Department of Medicinal Chemistry, School of Pharmacy, China Pharmaceutical University, Nanjing 210009, China
| | - Qidong You
- State Key Laboratory of Natural Medicines and Jiangsu Key Laboratory of Drug Design and Optimization, China Pharmaceutical University, Nanjing 210009, China.,Department of Medicinal Chemistry, School of Pharmacy, China Pharmaceutical University, Nanjing 210009, China
| | - Lei Wang
- State Key Laboratory of Natural Medicines and Jiangsu Key Laboratory of Drug Design and Optimization, China Pharmaceutical University, Nanjing 210009, China.,Department of Medicinal Chemistry, School of Pharmacy, China Pharmaceutical University, Nanjing 210009, China
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Lee HS, Seok C, Im W. Potential Application of Alchemical Free Energy Simulations to Discriminate GPCR Ligand Efficacy. J Chem Theory Comput 2016; 11:1255-66. [PMID: 26579772 DOI: 10.1021/ct5008907] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
G protein-coupled receptors (GPCRs) play fundamental roles in physiological processes by modulating diverse signaling pathways and thus have been one of the most important drug targets. Based on the fact that GPCR-mediated signaling is modulated in a ligand-specific manner such as agonist, inverse agonist, and neutral antagonist (termed ligand efficacy), quantitative characterization of the ligand efficacy is essential for rational design of selective modulators for GPCR targets. As experimental approaches for this purpose are time-, cost-, and labor-intensive, computational tools that can systematically predict GPCR ligand efficacy can have a big impact on GPCR drug design. Here, we have performed free energy perturbation molecular dynamics simulations to calculate absolute binding free energy of an inverse agonist, a neutral antagonist, and an agonist to β2-adrenergic receptor (β2-AR) active and inactive states, respectively, in explicit lipid bilayers. Relatively short alchemical free energy calculations reveal that both the time-series of the total binding free energy and decomposed energy contributions can be used as relevant physical properties to discriminate β2-AR ligand efficacy. This study illustrates a merit of the current approach over simple, fast docking calculations or highly expensive millisecond-time scale simulations.
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Affiliation(s)
- Hui Sun Lee
- Department of Molecular Biosciences and Center for Computational Biology, The University of Kansas , 2030 Becker Drive, Lawrence, Kansas 66047, United States
| | - Chaok Seok
- Department of Chemistry, Seoul National University , Seoul 151-747, Republic of Korea
| | - Wonpil Im
- Department of Molecular Biosciences and Center for Computational Biology, The University of Kansas , 2030 Becker Drive, Lawrence, Kansas 66047, United States
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Timmer CM, Michmerhuizen NL, Witte AB, Van Winkle M, Zhou D, Sinniah K. An Isothermal Titration and Differential Scanning Calorimetry Study of the G-Quadruplex DNA–Insulin Interaction. J Phys Chem B 2014; 118:1784-90. [DOI: 10.1021/jp411293r] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2023]
Affiliation(s)
- Christine M. Timmer
- Department
of Chemistry and Biochemistry, Calvin College, 3201 Burton Street Southeast, Grand Rapids, Michigan 49546, United States
| | - Nicole L. Michmerhuizen
- Department
of Chemistry and Biochemistry, Calvin College, 3201 Burton Street Southeast, Grand Rapids, Michigan 49546, United States
| | - Amanda B. Witte
- Department
of Chemistry and Biochemistry, Calvin College, 3201 Burton Street Southeast, Grand Rapids, Michigan 49546, United States
| | - Margaret Van Winkle
- Department
of Chemistry and Biochemistry, Calvin College, 3201 Burton Street Southeast, Grand Rapids, Michigan 49546, United States
| | - Dejian Zhou
- School
of Chemistry and Astbury Centre for Structural Molecular Biology, University of Leeds, Leeds LS2 9JT, U.K
| | - Kumar Sinniah
- Department
of Chemistry and Biochemistry, Calvin College, 3201 Burton Street Southeast, Grand Rapids, Michigan 49546, United States
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Witte AB, Timmer CM, Gam JJ, Choi SK, Banaszak Holl MM, Orr BG, Baker JR, Sinniah K. Biophysical characterization of a riboflavin-conjugated dendrimer platform for targeted drug delivery. Biomacromolecules 2012; 13:507-16. [PMID: 22191428 DOI: 10.1021/bm201566g] [Citation(s) in RCA: 48] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
The present study describes the biophysical characterization of generation-five poly(amidoamine) (PAMAM) dendrimers conjugated with riboflavin (RF) as a cancer-targeting platform. Two new series of dendrimers were designed, each presenting the riboflavin ligand attached at a different site (isoalloxazine at N-3 and d-ribose at N-10) and at varying ligand valency. Isothermal titration calorimetry (ITC) and differential scanning calorimetry (DSC) were used to determine the binding activity for riboflavin binding protein (RfBP) in a cell-free solution. The ITC data shows dendrimer conjugates have K(D) values of ≥ 465 nM on a riboflavin basis, an affinity ~93-fold lower than that of free riboflavin. The N-3 series showed greater binding affinity in comparison with the N-10 series. Notably, the affinity is inversely correlated with ligand valency. These findings are also corroborated by DSC, where greater protein-conjugate stability is achieved with the N-3 series and at lower ligand valency.
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Affiliation(s)
- Amanda B Witte
- Department of Chemistry & Biochemistry, Calvin College, 3201 Burton Street South East, Grand Rapids, Michigan 49546, United States
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Sun A, Moore TW, Gunther JR, Kim MS, Rhoden E, Du Y, Fu H, Snyder JP, Katzenellenbogen JA. Discovering small-molecule estrogen receptor α/coactivator binding inhibitors: high-throughput screening, ligand development, and models for enhanced potency. ChemMedChem 2011; 6:654-66. [PMID: 21365764 PMCID: PMC3177402 DOI: 10.1002/cmdc.201000507] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2010] [Revised: 01/13/2011] [Indexed: 11/08/2022]
Abstract
Small molecules, namely coactivator binding inhibitors (CBIs), that block estrogen signaling by directly inhibiting the interaction of the estrogen receptor (ER) with coactivator proteins act in a fundamentally different way to traditional antagonists, which displace the endogenous ligand estradiol. To complement our prior efforts at CBI discovery by de novo design, we used high-throughput screening (HTS) to identify CBIs of novel structure and subsequently investigated two HTS hits by analogue synthesis, finding many compounds with low micromolar potencies in cell-based reporter gene assays. We examined structure-activity trends in both series, using induced-fit computational docking to propose binding poses for these molecules in the coactivator binding groove. Analysis of the structure of the ER-steroid receptor coactivator (SRC) complex suggests that all four hydrophobic residues within the SRC nuclear receptor box sequence are important binding elements. Thus, insufficient water displacement upon binding of the smaller CBIs in the expansive complexation site may be limiting the potency of the compounds in these series, which suggests that higher potency CBIs might be found by screening compound libraries enriched with larger molecules.
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Affiliation(s)
- Aiming Sun
- Department of Chemistry, Emory University 1515 Dickey Drive, Atlanta, GA 30322 (USA)
| | - Terry W. Moore
- Department of Chemistry, University of Illinois 600 South Mathews Avenue, Urbana, Illinois 61801 (USA)
| | - Jillian R. Gunther
- Department of Chemistry, University of Illinois 600 South Mathews Avenue, Urbana, Illinois 61801 (USA)
| | - Mi-Sun Kim
- Department of Chemistry, Emory University 1515 Dickey Drive, Atlanta, GA 30322 (USA)
| | - Eric Rhoden
- Department of Pharmacology, Emory University 1510 Clifton Road, Atlanta GA 30322 (USA)
| | - Yuhong Du
- Department of Pharmacology, Emory University 1510 Clifton Road, Atlanta GA 30322 (USA)
| | - Haian Fu
- Department of Pharmacology, Emory University 1510 Clifton Road, Atlanta GA 30322 (USA)
| | - James P. Snyder
- Department of Chemistry, Emory University 1515 Dickey Drive, Atlanta, GA 30322 (USA)
| | - John A. Katzenellenbogen
- Department of Chemistry, University of Illinois 600 South Mathews Avenue, Urbana, Illinois 61801 (USA)
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A-CD Estrogens. I. Substituent Effects, Hormone Potency, and Receptor Subtype Selectivity in a New Family of Flexible Estrogenic Compounds. J Med Chem 2010; 54:433-48. [DOI: 10.1021/jm100513m] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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Binding thermodynamics at the human cannabinoid CB1 and CB2 receptors. Biochem Pharmacol 2010; 79:471-7. [DOI: 10.1016/j.bcp.2009.09.009] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2009] [Revised: 09/09/2009] [Accepted: 09/10/2009] [Indexed: 11/24/2022]
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Pharmacological characterization of P2X1 and P2X3 purinergic receptors in bovine chondrocytes. Osteoarthritis Cartilage 2008; 16:1421-9. [PMID: 18448363 DOI: 10.1016/j.joca.2008.03.016] [Citation(s) in RCA: 29] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/03/2007] [Accepted: 03/24/2008] [Indexed: 02/02/2023]
Abstract
OBJECTIVE The aim of the present study is that of characterizing, for the first time in a quantitative way, from a biochemical, physico chemical and functional point of view P2X(1) and P2X(3) purinergic receptors in bovine chondrocytes. The affinity and the potency of typical purinergic ligands were studied through competition binding experiments and their role in modulating chondrocyte actvities was investigated by analyzing nitric oxide (NO) and prostaglandin E2 (PGE(2)) release. METHODS Saturation, competition binding experiments, western blotting and immunohistochemistry assays on the P2X(1) and P2X(3) purinergic receptors in bovine chondrocytes were performed. Thermodynamic analysis of the P2X(1) and P2X(3) purinergic binding was studied to investigate the forces driving drug-receptor coupling. In the functional assays (NO and PGE(2) release) the potency of purinergic agonists and antagonists was evaluated. RESULTS Bovine chondrocytes expressed P2X(1) and P2X(3) purinergic receptors and thermodynamic parameters indicated that purinergic binding is enthalpy- and entropy-driven for agonists and totally entropy-driven for antagonists. Typical purinergic agonists such as adenosine 5'-triphosphate (ATP) and alpha,beta-methyleneATP were able to increase NO and PGE(2) release. A purinergic antagonist, A317491, was able to block the stimulatory effect on functional experiments mediated by the agonists. CONCLUSIONS These data demonstrate for the first time the presence of functional P2X(1) and P2X(3) purinergic receptors in bovine chondrocytes. Agonists and antagonists are thermodynamically discriminated and are able to modulate functional responses such as NO and PGE(2) release. These results suggest the potential role of novel purinergic antagonists in the treatment of pathophysiological diseases linked to the inflammation and involved in articular cartilage resorption.
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Domadia PN, Bhunia A, Sivaraman J, Swarup S, Dasgupta D. Berberine targets assembly of Escherichia coli cell division protein FtsZ. Biochemistry 2008; 47:3225-34. [PMID: 18275156 DOI: 10.1021/bi7018546] [Citation(s) in RCA: 165] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
The ever increasing problem of antibiotic resistance necessitates a search for new drug molecules that would target novel proteins in the prokaryotic system. FtsZ is one such target protein involved in the bacterial cell division machinery. In this study, we have shown that berberine, a natural plant alkaloid, targets Escherichia coli FtsZ, inhibits the assembly kinetics of the Z-ring, and perturbs cytokinesis. It also destabilizes FtsZ protofilaments and inhibits the FtsZ GTPase activity. Saturation transfer difference NMR spectroscopy of the FtsZ-berberine complex revealed that the dimethoxy groups, isoquinoline nucleus, and benzodioxolo ring of berberine are intimately involved in the interaction with FtsZ. Berberine perturbs the Z-ring morphology by disturbing its typical midcell localization and reduces the frequency of Z-rings per unit cell length to half. Berberine binds FtsZ with high affinity ( K D approximately 0.023 microM) and displaces bis-ANS, suggesting that it may bind FtsZ in a hydrophobic pocket. Isothermal titration calorimetry suggests that the FtsZ-berberine interaction occurs spontaneously and is enthalpy/entropy-driven. In silico molecular modeling suggests that the rearrangement of the side chains of the hydrophobic residues in the GTP binding pocket may facilitate the binding of the berberine to FtsZ and lead to inhibition of the association between FtsZ monomers. Together, these results clearly indicate the inhibitory role of berberine on the assembly function of FtsZ, establishing it as a novel FtsZ inhibitor that halts the first stage in bacterial cell division.
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Affiliation(s)
- Prerna N Domadia
- Department of Biochemistry, The Institute of Science, Mumbai 400 032, India
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Binding thermodynamic characterization of human P2X1 and P2X3 purinergic receptors. Biochem Pharmacol 2007; 75:1198-208. [PMID: 18076867 DOI: 10.1016/j.bcp.2007.10.034] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2007] [Revised: 10/31/2007] [Accepted: 10/31/2007] [Indexed: 11/21/2022]
Abstract
The present study was designed to perform binding and thermodynamic characterization of human P2X1 and P2X3 purinergic receptors expressed in HEK 293 cells. The thermodynamic parameters DeltaG degrees , DeltaH degrees and DeltaS degrees (standard free energy, enthalpy and entropy) of the binding equilibrium of well-known purinergic agonists and antagonists at P2X1 and P2X3 receptors were determined. Saturation binding experiments, performed in the temperature range 4-30 degrees C by using the high affinity purinergic agonist [3H]alphabetameATP, revealed a single class of binding sites with an affinity value in the nanomolar range in both cell lines examined. The affinity changed with the temperature whereas receptor density was essentially independent of it. van't Hoff plots of the purinergic receptors were linear in the range 4-30 degrees C for agonists and antagonists. The thermodynamic parameters of the P2X1 or P2X3 purinergic receptors were in the ranges -31 kJ mol(-1) < or =DeltaH degrees < or =-19 kJ mol(-1) and 17 J K(-1) mol(-1)< or =DeltaS degrees < or =51 J K(-1)mol(-1) or -26 kJ mol(-1)< or =DeltaH degrees < or =36 kJ mol(-1) and 59< or =DeltaS degrees < or =249 JK(-1) mol(-1), respectively. The results of these parameters showed that P2X1 receptors are not thermodynamically discriminated and that the binding of agonists and antagonists was both enthalpy and entropy-driven. P2X3 receptors were thermodynamically discriminated and purinergic agonist binding was enthalpy and entropy-driven while antagonist binding was totally entropy-driven. The analysis of such thermodynamic data makes it possible to obtain additional information on the nature of the forces driving the purinergic binding interaction. These data could be interesting in drug discovery programs aimed at development of novel and potent P2X1 and P2X3 purinergic ligands.
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Abstract
This article reviews the progress in the chemistry of the steroids that was published between January and December 2005. The reactions and partial synthesis of estrogens, androgens, pregnanes, bile acid derivatives, cholestanes and vitamin D analogues are covered. There are 139 references.
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Affiliation(s)
- James R Hanson
- Department of Chemistry, University of Sussex, Brighton, Sussex BN1 9QJ, UK
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