1
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Quinazolinone-Peptido-Nitrophenyl-Derivatives as Potential Inhibitors of SARS-CoV-2 Main Protease. Viruses 2023; 15:v15020287. [PMID: 36851501 PMCID: PMC9963287 DOI: 10.3390/v15020287] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2022] [Revised: 01/12/2023] [Accepted: 01/18/2023] [Indexed: 01/21/2023] Open
Abstract
The severe acute respiratory syndrome coronavirus 2 main protease (SARS-CoV-2-Mpro) plays an essential role in viral replication, transcription, maturation, and entry into host cells. Furthermore, its cleavage specificity for viruses, but not humans, makes it a promising drug target for the treatment of coronavirus disease 2019 (COVID-19). In this study, a fragment-based strategy including potential antiviral quinazolinone moiety and glutamine- or glutamate-derived peptidomimetic backbone and positioned nitro functional groups was used to synthesize putative Mpro inhibitors. Two compounds, G1 and G4, exhibited anti-Mpro enzymatic activity in a dose-dependent manner, with the calculated IC50 values of 22.47 ± 8.93 μM and 24.04 ± 0.67 μM, respectively. The bio-layer interferometer measured real-time binding. The dissociation kinetics of G1/Mpro and G4/Mpro also showed similar equilibrium dissociation constants (KD) of 2.60 × 10-5 M and 2.55 × 10-5 M, respectively, but exhibited distinct association/dissociation curves. Molecular docking of the two compounds revealed a similar binding cavity to the well-known Mpro inhibitor GC376, supporting a structure-function relationship. These findings may open a new avenue for developing new scaffolds for Mpro inhibition and advance anti-coronavirus drug research.
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2
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Liu W, Yu C, Li J, Fang J. The Roles of EphB2 in Cancer. Front Cell Dev Biol 2022; 10:788587. [PMID: 35223830 PMCID: PMC8866850 DOI: 10.3389/fcell.2022.788587] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2021] [Accepted: 01/17/2022] [Indexed: 11/13/2022] Open
Abstract
The erythropoietin-producing hepatocellular carcinoma (Eph) receptors and their Eph receptor-interacting (ephrin) ligands together constitute a vital cell communication system with diverse roles. Experimental evidence revealed Eph receptor bidirectional signaling with both tumor-promoting and tumor-suppressing activities in different cancer types and surrounding environment. Eph receptor B2 (EphB2), an important member of the Eph receptor family, has been proved to be aberrantly expressed in many cancer types, such as colorectal cancer, gastric cancer and hepatocellular carcinoma, resulting in tumor occurrence and progression. However, there are no reviews focusing on the dual roles of EphB2 in cancer. Thus, in this paper we systematically summarize and discuss the roles of EphB2 in cancer. Firstly, we review the main biological features and the related signaling regulatory mechanisms of EphB2, and then we summarize the roles of EphB2 in cancer through current studies. Finally, we put forward our viewpoint on the future prospects of cancer research focusing on EphB2, especially with regard to the effects of EphB2 on tumor immunity.
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Affiliation(s)
- Wei Liu
- Department of Geriatrics, The First Affiliated Hospital of Nanchang University, Nanchang, China
- Second Clinical Medical College, Nanchang University, Nanchang, China
| | - Chengpeng Yu
- Department of General Surgery, The First Affiliated Hospital of Nanchang University, Nanchang, China
| | - Jianfeng Li
- Department of General Surgery, The First Affiliated Hospital of Nanchang University, Nanchang, China
| | - Jiwei Fang
- Department of Geriatrics, The First Affiliated Hospital of Nanchang University, Nanchang, China
- *Correspondence: Jiwei Fang,
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3
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Fischer A, Smieško M, Sellner M, Lill MA. Decision Making in Structure-Based Drug Discovery: Visual Inspection of Docking Results. J Med Chem 2021; 64:2489-2500. [PMID: 33617246 DOI: 10.1021/acs.jmedchem.0c02227] [Citation(s) in RCA: 85] [Impact Index Per Article: 28.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
Molecular docking is a computational method widely used in drug discovery. Due to the inherent inaccuracies of molecular docking, visual inspection of binding modes is a crucial routine in the decision making process of computational medicinal chemists. Despite its apparent importance for medicinal chemistry projects, guidelines for the visual docking pose assessment have been hardly discussed in the literature. Here, we review the medicinal chemistry literature with the aim of identifying consistent principles for visual inspection, highlighting cases of its successful application, and discussing its limitations. In this context, we conducted a survey reaching experts in both academia and the pharmaceutical industry, which also included a challenge to distinguish native from incorrect poses. We were able to collect 93 expert opinions that offer valuable insights into visually supported decision-making processes. This perspective shall motivate discussions among experienced computational medicinal chemists and guide young scientists new to the field to stratify their compounds.
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Affiliation(s)
- André Fischer
- Computational Pharmacy, Department of Pharmaceutical Sciences, University of Basel, Klingelbergstrasse 61, 4056 Basel, Switzerland
| | - Martin Smieško
- Computational Pharmacy, Department of Pharmaceutical Sciences, University of Basel, Klingelbergstrasse 61, 4056 Basel, Switzerland
| | - Manuel Sellner
- Computational Pharmacy, Department of Pharmaceutical Sciences, University of Basel, Klingelbergstrasse 61, 4056 Basel, Switzerland
| | - Markus A Lill
- Computational Pharmacy, Department of Pharmaceutical Sciences, University of Basel, Klingelbergstrasse 61, 4056 Basel, Switzerland
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4
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de Moraes MC, Temporini C, Calleri E, Bruni G, Ducati RG, Santos DS, Cardoso CL, Cass QB, Massolini G. Evaluation of capillary chromatographic supports for immobilized human purine nucleoside phosphorylase in frontal affinity chromatography studies. J Chromatogr A 2014; 1338:77-84. [DOI: 10.1016/j.chroma.2014.02.057] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2013] [Revised: 01/25/2014] [Accepted: 02/19/2014] [Indexed: 11/27/2022]
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5
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El-Mekabaty A. Utility of 5-Amino-1-phenyl-1H-pyrazole-4-carboxamide in Heterocyclic Synthesis. SYNTHETIC COMMUN 2014. [DOI: 10.1080/00397911.2013.831905] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2023]
Affiliation(s)
- Ahmed El-Mekabaty
- a Chemistry Department, Faculty of Science , Mansoura University , Mansoura , Egypt
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6
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Ng E, Schriemer DC. Emerging challenges in ligand discovery: new opportunities for chromatographic assay. Expert Rev Proteomics 2014; 2:891-900. [PMID: 16307518 DOI: 10.1586/14789450.2.6.891] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Abstract
Ligand discovery initiatives are facing interesting challenges as ever-increasing numbers of proteins are entering screening programs. As an answer to steady pressure to improve performance in drug discovery, ligand discovery can expect to play an expanded role in generating small molecules as probes to help uncover the function of novel proteins. Chromatographic assay formats can offer new entry points into standard interaction characterization (binding and rate constants) as well as powerful, scaleable methods for compound screening. This review presents recent advancements in chromatographic assay technology, with a particular focus on frontal affinity chromatography as a platform technology for interaction analysis.
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Affiliation(s)
- Ella Ng
- University of Calgary, SAMS Centre for Proteomics, Department of Biochemistry & Molecular Biology, Health Sciences Center, 3330 Hospital Drive NW, Calgary, Alberta, T2N 4N1, Canada.
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7
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Potterat O, Hamburger M. Concepts and technologies for tracking bioactive compounds in natural product extracts: generation of libraries, and hyphenation of analytical processes with bioassays. Nat Prod Rep 2013; 30:546-64. [DOI: 10.1039/c3np20094a] [Citation(s) in RCA: 102] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
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8
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Antitumor and antileishmanial evaluation of novel heterocycles derived from quinazoline scaffold: a molecular modeling approach. Med Chem Res 2012. [DOI: 10.1007/s00044-012-0213-9] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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9
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LU ZHENHUI, ZHANG YONG, LI ZHAOYU, YU SONGNING, ZHAO GUOZHONG, LI MINGHAO, WANG ZUOZHEN, WANG QI, YANG YINXUE. Overexpression of the B-type Eph and ephrin genes correlates with progression and pain in human pancreatic cancer. Oncol Lett 2012; 3:1207-1212. [PMID: 22783419 PMCID: PMC3392577 DOI: 10.3892/ol.2012.650] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2011] [Accepted: 12/15/2011] [Indexed: 11/06/2022] Open
Abstract
B-type erythropoietin-producing hepatocellular (EphB) receptors and their ephrin ligands are associated with aggressive behavior and poor prognosis in a number of malignancies. The aim of this study was to determine the association between the aberrant expression of these genes and prognosis in human pancreatic cancer. The expression of EphB and the ephrin ligands was determined using real-time quantitative reverse transcription PCR in 46 human primary pancreatic cancers. Overexpression of EphB2 and a more modest overexpression of ephrin-B2 mRNA were observed in more than 44% (20/46) of the pancreatic cancer specimens examined. Overexpression (>upper quartile) of EphB2 and ephrin-B2 was markedly associated with abdominal and/or back pain. Multivariate analysis identified the overexpression of EphB2 as an independent prognostic factor for disease-free and overall survival (both P<0.05). The results of the present study suggest that an increased level of ephrin-B2, in the presence of a high expression of EphB2, leads to a more aggressive tumor phenotype and that EphB2 may be used as a prognostic factor in human pancreatic cancer.
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Affiliation(s)
- ZHENHUI LU
- Department of Hepatobiliary Surgery, General Hospital of Ningxia Medical University, Yinchuan City, Ningxia Hui Autonomous Region 750004
| | - YONG ZHANG
- Department of Surgical Oncology, The First Affiliated Hospital, Medical School of Xi’an Jiaotong University, Xi’an 710061, P.R. China
| | - ZHAOYU LI
- Department of Hepatobiliary Surgery, General Hospital of Ningxia Medical University, Yinchuan City, Ningxia Hui Autonomous Region 750004
| | - SONGNING YU
- Department of Hepatobiliary Surgery, General Hospital of Ningxia Medical University, Yinchuan City, Ningxia Hui Autonomous Region 750004
| | - GUOZHONG ZHAO
- Department of Hepatobiliary Surgery, General Hospital of Ningxia Medical University, Yinchuan City, Ningxia Hui Autonomous Region 750004
| | - MINGHAO LI
- Department of Hepatobiliary Surgery, General Hospital of Ningxia Medical University, Yinchuan City, Ningxia Hui Autonomous Region 750004
| | - ZUOZHEN WANG
- Department of Hepatobiliary Surgery, General Hospital of Ningxia Medical University, Yinchuan City, Ningxia Hui Autonomous Region 750004
| | - QI WANG
- Department of Hepatobiliary Surgery, General Hospital of Ningxia Medical University, Yinchuan City, Ningxia Hui Autonomous Region 750004
| | - YINXUE YANG
- Department of Hepatobiliary Surgery, General Hospital of Ningxia Medical University, Yinchuan City, Ningxia Hui Autonomous Region 750004
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10
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Frontal affinity chromatography in characterizing immobilized receptors. J Pharm Biomed Anal 2011; 54:911-25. [DOI: 10.1016/j.jpba.2010.11.040] [Citation(s) in RCA: 41] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2010] [Revised: 11/22/2010] [Accepted: 11/26/2010] [Indexed: 11/20/2022]
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11
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Promoted cancer growth by stimulating cell proliferation and decreasing apoptosis using a lentivirus-based EphB2 RNAi in pancreatic carcinoma CFPAC-1 cells. Biomed Pharmacother 2011; 65:123-31. [DOI: 10.1016/j.biopha.2010.12.011] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2010] [Accepted: 12/07/2010] [Indexed: 12/22/2022] Open
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12
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Amin MA. Synthesis of 3′-azido-4′-ethynyl-3′,5′-dideoxy-5′-norarabinouridine: a new anti-HIV nucleoside analogue. Tetrahedron 2011. [DOI: 10.1016/j.tet.2010.12.054] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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13
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Application of frontal affinity chromatography with mass spectrometry (FAC-MS) for stereospecific ligand-macromolecule interaction, detection and screening. METHODS IN MOLECULAR BIOLOGY (CLIFTON, N.J.) 2010; 572:219-30. [PMID: 20694695 DOI: 10.1007/978-1-60761-244-5_14] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
Using frontal affinity chromatography coupled to mass spectrometry (FAC-MS) we have established a general stereoselective detection and screening method of intact racemates which can generate binding affinity information about the individual enantiomers that is also applicable to other ligand isomeric mixtures. FAC-MS has been shown to be a versatile technology utilizing direct binding in screening assays and extending its application toward chiral drug development, especially in the early discovery stages as well as its utility in secondary Structure-activity relationship (SAR) studies allow this platform to make a significant step toward facilitating the demand for pure enantiomeric drugs. Using renin, which is as an important drug target, we show that for detection and screening purposes there is no need to first use timely and costly methods of separating racemates in order to get precise information about the binding affinities of the composite enantiomers.
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14
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Brooijmans N, Cross JB, Humblet C. Biased retrieval of chemical series in receptor-based virtual screening. J Comput Aided Mol Des 2010; 24:1053-62. [DOI: 10.1007/s10822-010-9394-9] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2010] [Accepted: 10/19/2010] [Indexed: 11/30/2022]
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15
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Calleri E, Ceruti S, Cristalli G, Martini C, Temporini C, Parravicini C, Volpini R, Daniele S, Caccialanza G, Lecca D, Lambertucci C, Trincavelli ML, Marucci G, Wainer IW, Ranghino G, Fantucci P, Abbracchio MP, Massolini G. Frontal affinity chromatography-mass spectrometry useful for characterization of new ligands for GPR17 receptor. J Med Chem 2010; 53:3489-501. [PMID: 20394377 DOI: 10.1021/jm901691y] [Citation(s) in RCA: 54] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
The application of frontal affinity chromatography-mass spectrometry (FAC-MS), along with molecular modeling studies, to the screening of potential drug candidates toward the recently deorphanized G-protein-coupled receptor (GPCR) GPR17 is shown. GPR17 is dually activated by uracil nucleotides and cysteinyl-leukotrienes, and is expressed in organs typically undergoing ischemic damage (i.e., brain, heart and kidney), thus representing a new pharmacological target for acute and chronic neurodegeneration. GPR17 was entrapped on an immobilized artificial membrane (IAM), and this stationary phase was used to screen a library of nucleotide derivatives by FAC-MS to select high affinity ligands. The chromatographic results have been validated with a reference functional assay ([(35)S]GTPgammaS binding assay). The receptor nucleotide-binding site was studied by setting up a column where a mutated GPR17 receptor (Arg255Ile) has been immobilized. The chromatographic behavior of the tested nucleotide derivatives together with in silico studies have been used to gain insights into the structure requirement of GPR17 ligands.
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Affiliation(s)
- Enrica Calleri
- Department of Pharmaceutical Chemistry, University of Pavia, Via Taramelli 12, 27100 Pavia, Italy
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16
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Vuignier K, Schappler J, Veuthey JL, Carrupt PA, Martel S. Drug-protein binding: a critical review of analytical tools. Anal Bioanal Chem 2010; 398:53-66. [PMID: 20454782 DOI: 10.1007/s00216-010-3737-1] [Citation(s) in RCA: 271] [Impact Index Per Article: 19.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2010] [Revised: 04/08/2010] [Accepted: 04/08/2010] [Indexed: 11/26/2022]
Abstract
The extent of drug binding to plasma proteins, determined by measuring the free active fraction, has a significant effect on the pharmacokinetics and pharmacodynamics of a drug. It is therefore highly important to estimate drug-binding ability to these macromolecules in the early stages of drug discovery and in clinical practice. Traditionally, equilibrium dialysis is used, and is presented as the reference method, but it suffers from many drawbacks. In an attempt to circumvent these, a vast array of different methods has been developed. This review focuses on the most important approaches used to characterize drug-protein binding. A description of the principle of each method with its inherent strengths and weaknesses is outlined. The binding affinity ranges, information accessibility, material consumption, and throughput are compared for each method. Finally, a discussion is included to help users choose the most suitable approach from among the wealth of methods presented.
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Affiliation(s)
- Karine Vuignier
- School of Pharmaceutical Sciences, University of Geneva, University of Lausanne, Quai E-Ansermet 30, 1211 Geneva 4, Switzerland
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17
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Brooijmans N, Humblet C. Chemical space sampling by different scoring functions and crystal structures. J Comput Aided Mol Des 2010; 24:433-47. [DOI: 10.1007/s10822-010-9356-2] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2009] [Accepted: 04/05/2010] [Indexed: 10/19/2022]
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18
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Calleri E, Temporini C, Caccialanza G, Massolini G. Target-Based Drug Discovery: the Emerging Success of Frontal Affinity Chromatography Coupled to Mass Spectrometry. ChemMedChem 2009; 4:905-16. [DOI: 10.1002/cmdc.200800436] [Citation(s) in RCA: 34] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
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19
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New Approaches to Identification and Direct Isolation of Novel Bioactive Compounds from Natural Products. Chin J Nat Med 2009. [DOI: 10.3724/sp.j.1009.2008.00006] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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20
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Reynisson J, Court W, O'Neill C, Day J, Patterson L, McDonald E, Workman P, Katan M, Eccles SA. The identification of novel PLC-gamma inhibitors using virtual high throughput screening. Bioorg Med Chem 2009; 17:3169-76. [PMID: 19303309 DOI: 10.1016/j.bmc.2009.02.049] [Citation(s) in RCA: 42] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2008] [Revised: 02/25/2009] [Accepted: 02/25/2009] [Indexed: 11/29/2022]
Abstract
Phospholipase C-gamma (PLC-gamma) has been identified as a possible biological target for anticancer drug therapy but suitable inhibitors are lacking. Therefore, in order to identify active compounds (hits) virtual high throughput screening was performed. The crystal structure of the PLC-delta isoform was used as a model docking scaffold since no crystallographic data are available on its gamma counterpart. A pilot screen was performed using approximately 9.2x10(4) compounds, where the robustness of the methodology was tested. This was followed by the main screening effort where approximately 4.4x10(5) compounds were used. In both cases, plausible compounds were identified (virtual hits) and a selection of these was experimentally tested. The most potent compounds were in the single digit micro-molar range as determined from the biochemical (Flashplate) assay. This translated into approximately 15 microM in a functional assay in cells. About 30% of the virtual hits showed activity against PLC-gamma (IC(50)<50 microM).
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Affiliation(s)
- Jóhannes Reynisson
- Cancer Research UK Centre for Cancer Therapeutics, The Institute of Cancer Research, 15 Cotswold Road, Sutton, Surrey SM2 5NG, UK.
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21
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22
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Moyano EL, Colomer JP, Yranzo GI. New Application of Heterocyclic Diazonium Salts: Synthesis of New Pyrazolo[3,4‐d][1,2,3]triazin‐4‐ones. European J Org Chem 2008. [DOI: 10.1002/ejoc.200701109] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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23
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Engel S, Skoumbourdis AP, Childress J, Neumann S, Deschamps JR, Thomas CJ, Colson AO, Costanzi S, Gershengorn MC. A Virtual Screen for Diverse Ligands: Discovery of Selective G Protein-Coupled Receptor Antagonists. J Am Chem Soc 2008; 130:5115-23. [DOI: 10.1021/ja077620l] [Citation(s) in RCA: 58] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Stanislav Engel
- The Clinical Endocrinology Branch and Laboratory of Biological Modeling, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, 50 South Drive, Bethesda, Maryland 20892, NIH Chemical Genomics Center, National Human Genome Research Institute, National Institutes of Health, 9800 Medical Center Drive, Rockville, Maryland 20850, and Laboratory for the Structure of Matter, Naval Research Laboratory, Washington, D.C. 20375
| | - Amanda P. Skoumbourdis
- The Clinical Endocrinology Branch and Laboratory of Biological Modeling, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, 50 South Drive, Bethesda, Maryland 20892, NIH Chemical Genomics Center, National Human Genome Research Institute, National Institutes of Health, 9800 Medical Center Drive, Rockville, Maryland 20850, and Laboratory for the Structure of Matter, Naval Research Laboratory, Washington, D.C. 20375
| | - John Childress
- The Clinical Endocrinology Branch and Laboratory of Biological Modeling, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, 50 South Drive, Bethesda, Maryland 20892, NIH Chemical Genomics Center, National Human Genome Research Institute, National Institutes of Health, 9800 Medical Center Drive, Rockville, Maryland 20850, and Laboratory for the Structure of Matter, Naval Research Laboratory, Washington, D.C. 20375
| | - Susanne Neumann
- The Clinical Endocrinology Branch and Laboratory of Biological Modeling, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, 50 South Drive, Bethesda, Maryland 20892, NIH Chemical Genomics Center, National Human Genome Research Institute, National Institutes of Health, 9800 Medical Center Drive, Rockville, Maryland 20850, and Laboratory for the Structure of Matter, Naval Research Laboratory, Washington, D.C. 20375
| | - Jeffrey R. Deschamps
- The Clinical Endocrinology Branch and Laboratory of Biological Modeling, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, 50 South Drive, Bethesda, Maryland 20892, NIH Chemical Genomics Center, National Human Genome Research Institute, National Institutes of Health, 9800 Medical Center Drive, Rockville, Maryland 20850, and Laboratory for the Structure of Matter, Naval Research Laboratory, Washington, D.C. 20375
| | - Craig J. Thomas
- The Clinical Endocrinology Branch and Laboratory of Biological Modeling, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, 50 South Drive, Bethesda, Maryland 20892, NIH Chemical Genomics Center, National Human Genome Research Institute, National Institutes of Health, 9800 Medical Center Drive, Rockville, Maryland 20850, and Laboratory for the Structure of Matter, Naval Research Laboratory, Washington, D.C. 20375
| | - Anny-Odile Colson
- The Clinical Endocrinology Branch and Laboratory of Biological Modeling, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, 50 South Drive, Bethesda, Maryland 20892, NIH Chemical Genomics Center, National Human Genome Research Institute, National Institutes of Health, 9800 Medical Center Drive, Rockville, Maryland 20850, and Laboratory for the Structure of Matter, Naval Research Laboratory, Washington, D.C. 20375
| | - Stefano Costanzi
- The Clinical Endocrinology Branch and Laboratory of Biological Modeling, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, 50 South Drive, Bethesda, Maryland 20892, NIH Chemical Genomics Center, National Human Genome Research Institute, National Institutes of Health, 9800 Medical Center Drive, Rockville, Maryland 20850, and Laboratory for the Structure of Matter, Naval Research Laboratory, Washington, D.C. 20375
| | - Marvin C. Gershengorn
- The Clinical Endocrinology Branch and Laboratory of Biological Modeling, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, 50 South Drive, Bethesda, Maryland 20892, NIH Chemical Genomics Center, National Human Genome Research Institute, National Institutes of Health, 9800 Medical Center Drive, Rockville, Maryland 20850, and Laboratory for the Structure of Matter, Naval Research Laboratory, Washington, D.C. 20375
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Sharma J, Besanger TR, Brennan JD. Assaying Small-Molecule−Receptor Interactions by Continuous Flow Competitive Displacement Chromatography/Mass Spectrometry. Anal Chem 2008; 80:3213-20. [DOI: 10.1021/ac702421e] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Jai Sharma
- Department of Chemistry, McMaster University, Hamilton, Ontario L8S 4M1, Canada
| | - Travis R. Besanger
- Department of Chemistry, McMaster University, Hamilton, Ontario L8S 4M1, Canada
| | - John D. Brennan
- Department of Chemistry, McMaster University, Hamilton, Ontario L8S 4M1, Canada
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25
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Chilin A, Battistutta R, Bortolato A, Cozza G, Zanatta S, Poletto G, Mazzorana M, Zagotto G, Uriarte E, Guiotto A, Pinna LA, Meggio F, Moro S. Coumarin as Attractive Casein Kinase 2 (CK2) Inhibitor Scaffold: An Integrate Approach To Elucidate the Putative Binding Motif and Explain Structure–Activity Relationships. J Med Chem 2008; 51:752-9. [DOI: 10.1021/jm070909t] [Citation(s) in RCA: 106] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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26
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Siegal G, Ab E, Schultz J. Integration of fragment screening and library design. Drug Discov Today 2007; 12:1032-9. [PMID: 18061882 DOI: 10.1016/j.drudis.2007.08.005] [Citation(s) in RCA: 96] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2007] [Revised: 08/02/2007] [Accepted: 08/03/2007] [Indexed: 10/22/2022]
Abstract
With more than 10 years of practical experience and theoretical analysis, fragment-based drug discovery (FBDD) has entered the mainstream of the pharmaceutical and biotech industries. An array of biophysical techniques has been used to detect the weak interaction between a fragment and the target. Each technique presents its own requirements regarding the fragment collection and the target; therefore, in order to optimize the potential of FBDD, the nature of the target should be a driving factor for simultaneous development of both the library and the screening technology. A roadmap is now available to guide fragment-to-lead evolution when structural information is available. The next challenge is to apply FBDD to targets for which high-resolution structural information is not available.
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Affiliation(s)
- Gregg Siegal
- Leiden Institute of Chemistry, Leiden University, The Netherlands.
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27
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de Boer AR, Lingeman H, Niessen WM, Irth H. Mass spectrometry-based biochemical assays for enzyme-inhibitor screening. Trends Analyt Chem 2007. [DOI: 10.1016/j.trac.2007.08.004] [Citation(s) in RCA: 57] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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28
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Chan N, Lewis D, Kelly M, Ng ESM, Schriemer DC. Frontal Affinity Chromatography – Mass Spectrometry for Ligand Discovery and Characterization. ACTA ACUST UNITED AC 2007. [DOI: 10.1002/9783527610907.ch6] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
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29
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Abstract
Although the term virtual screening as the in silico analog of high throughput screening has been coined only a decade ago, virtual screening is now a widespread lead identification method in the pharmaceutical industry. A myriad of different methods have been developed exploiting the growing library of target structures and assay data as a basis for finding new lead structures. Exploiting synergies between different methods best utilizes the information available and is at the center of recent developments.
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Affiliation(s)
- Ingo Muegge
- Boehringer Ingelheim Pharmaceuticals Inc., 900 Ridgebury Road, Ridgefield, P.O. Box 368, CT 06877-368, USA
| | - Scott Oloff
- Boehringer Ingelheim Pharmaceuticals Inc., 900 Ridgebury Road, Ridgefield, P.O. Box 368, CT 06877-368, USA
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30
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Ng W, Dai JR, Slon-Usakiewicz JJ, Redden PR, Pasternak A, Reid N. Automated multiple ligand screening by frontal affinity chromatography-mass spectrometry (FAC-MS). ACTA ACUST UNITED AC 2007; 12:167-74. [PMID: 17218664 DOI: 10.1177/1087057106297567] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
High-throughput screening (HTS) efforts to discover "hits" typically rely on the large-scale parallel screening of individual compounds with attempts to screen mixtures of compounds typically and, unfortunately, giving rise to false positives and false negatives due to the nature of the HTS readout (% inhibition/activation above a defined threshold) that makes deconvolution virtually intractable. Bioaffinity screening methods have emerged as an alternative or orthogonal method to classic HTS. One of these methods, frontal affinity chromatography coupled to mass spectrometry detection (FAC-MS), although still a relatively new technique, is turning out to be a viable screening tool. However, to push FAC-MS more to the forefront as a moderate primary HTS system (or a secondary screening assay), automation needs to be addressed. An automated FAC-MS system is described using 2 columns containing immobilized hERbeta, whereby while 1 column is being regenerated, the other is being used. The authors are extrapolating that in a continuous 24-h operation, the number of ligands screened could potentially approach 10,000. In addition, preliminary structure-activity relationship binding information (typically not seen in early primary HTS) can be obtained by observing the rank order of the library members in the various mixtures.
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Affiliation(s)
- William Ng
- Transition Therapeutics Inc, Drug Discovery Group, Toronto, Ontario, Canada
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31
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Fara DC, Oprea TI, Prossnitz ER, Bologa CG, Edwards BS, Sklar LA. Integration of virtual and physical screening. DRUG DISCOVERY TODAY. TECHNOLOGIES 2006; 3:377-385. [PMID: 38620118 PMCID: PMC7105924 DOI: 10.1016/j.ddtec.2006.11.003] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
High-throughput screening (HTS) represents the dominant technique for the identification of new lead compounds in current drug discovery. It consists of physical screening (PS) of large libraries of chemicals against one or more specific biological targets. Virtual screening (VS) is a strategy for in silico evaluation of chemical libraries for a given target, and can be integrated to focus the PS process. The present work addresses the integration of both PS and VS, respectively.
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Affiliation(s)
- Dan C. Fara
- Department of Biochemistry and Molecular Biology, Division of Biocomputing, University of New Mexico, Health Sciences Center, Albuquerque, NM 87131, USA
| | - Tudor I. Oprea
- Department of Biochemistry and Molecular Biology, Division of Biocomputing, University of New Mexico, Health Sciences Center, Albuquerque, NM 87131, USA
| | - Eric R. Prossnitz
- Department of Cell Biology and Physiology, University of New Mexico, Health Sciences Center, Albuquerque, NM 87131, USA
| | - Cristian G. Bologa
- Department of Biochemistry and Molecular Biology, Division of Biocomputing, University of New Mexico, Health Sciences Center, Albuquerque, NM 87131, USA
| | - Bruce S. Edwards
- Cancer Research and Treatment Center and Department of Pathology, University of New Mexico, Health Sciences Center, Albuquerque, NM 87131, USA
| | - Larry A. Sklar
- Cancer Research and Treatment Center and Department of Pathology, University of New Mexico, Health Sciences Center, Albuquerque, NM 87131, USA
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32
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Zhang Y, Xu C, Houghten RA, Yu Y. Scaffold Approach for Solid-Phase Synthesis of 2,3-Disubstituted 8-Arylamino-3H-imidazo[4,5-g]quinazolines. ACTA ACUST UNITED AC 2006; 9:9-11. [PMID: 17206825 DOI: 10.1021/cc0601231] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Yandong Zhang
- College of Pharmaceutical Science, Zijin Campus, Zhejiang University, Hangzhou 310058, P.R. China
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33
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Cozza G, Bonvini P, Zorzi E, Poletto G, Pagano MA, Sarno S, Donella-Deana A, Zagotto G, Rosolen A, Pinna LA, Meggio F, Moro S. Identification of ellagic acid as potent inhibitor of protein kinase CK2: a successful example of a virtual screening application. J Med Chem 2006; 49:2363-6. [PMID: 16610779 DOI: 10.1021/jm060112m] [Citation(s) in RCA: 109] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Casein kinase 2 (CK2) is a ubiquitous, essential, and highly pleiotropic protein kinase whose abnormally high constitutive activity is suspected to underlie its pathogenic potential in neoplasia and other diseases. Using a virtual screening approach, we have identified the ellagic acid, a naturally occurring tannic acid derivative, as a novel potent CK2 inhibitor. At present, ellagic acid represents the most potent known CK2 inhibitor (K(i) = 20 nM).
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Affiliation(s)
- Giorgio Cozza
- Molecular Modeling Section, Dipartimento di Scienze Farmaceutiche, Università di Padova, via Marzolo 5, Padua, Italy
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Guo DL, Zhang J, Yuen ST, Tsui WY, Chan ASY, Ho C, Ji J, Leung SY, Chen X. Reduced expression of EphB2 that parallels invasion and metastasis in colorectal tumours. Carcinogenesis 2005; 27:454-64. [PMID: 16272170 DOI: 10.1093/carcin/bgi259] [Citation(s) in RCA: 89] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2023] Open
Abstract
EphB2, a receptor tyrosine kinase regulated by the beta-catenin/Tcf4 complex, is expressed in the proliferative compartment of mouse intestine and regulates bidirectional migration of intestinal precursor cells in the crypt-villus axis through repulsive interaction with Ephrin-B ligands. Recently, it has been shown that reduction of EphB activity accelerates colon tumour progression in the Apc(Min/+) mice. In this study, we examined the expression of EphB2 in normal colon, adenomas, primary colorectal cancers (CRCs), lymph node metastases and liver metastases using immunohistochemistry on tissue microarrays. In addition, EphB2 was overexpressed in SW480 colon cancer cells to study its effect in vitro. We found that EphB2 was expressed in 100% of normal colon crypt base cells, 78% of adenomas, 55.4% of primary CRCs, 37.8% of lymph node metastases and 32.9% of liver metastases (all differences were statistically significant at P < 0.001 compared with primary CRCs). Patients with CRCs that lose EphB2 expression had more advanced tumour stage (P = 0.005), poor differentiation (P < 0.001), poor overall survival (P = 0.005) and disease-free survival (P = 0.001), with the latter being independent of tumour stage. In vitro studies showed that overexpression of EphB2 inhibited colon cancer cell growth in colony formation assay and activation of EphB2 receptor inhibited colon cancer cell adhesion and migration. Our data demonstrated a progressive loss of EphB2 expression in each critical step of colon carcinogenesis, including the onset of invasion, dedifferentiation and metastasis which are paralleled by adverse patient outcome. EphB2 may achieve its tumour suppressor function through regulation of cell survival, adhesion and migration.
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Affiliation(s)
- Dong Li Guo
- Department of Pathology, The University of Hong Kong, Queen Mary Hospital, Pokfulam, Hong Kong
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