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Su D, Hou Y, Dong C, Ren J. Fluctuation correlation spectroscopy and its applications in homogeneous analysis. Anal Bioanal Chem 2019; 411:4523-4540. [DOI: 10.1007/s00216-019-01884-1] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2018] [Revised: 04/12/2019] [Accepted: 04/29/2019] [Indexed: 12/11/2022]
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2
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Thompson S, Pappas D. A fluorescence toolbox: A review of investigation of electrophoretic separations, process, and interfaces. Electrophoresis 2018; 40:606-615. [DOI: 10.1002/elps.201800310] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2018] [Revised: 09/06/2018] [Accepted: 09/06/2018] [Indexed: 01/23/2023]
Affiliation(s)
- S. Thompson
- Department of Chemistry and Biochemistry; Texas Tech University; Lubbock TX USA
| | - Dimitri Pappas
- Department of Chemistry and Biochemistry; Texas Tech University; Lubbock TX USA
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3
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Kulp JL, Cloudsdale IS, Kulp JL, Guarnieri F. Hot-spot identification on a broad class of proteins and RNA suggest unifying principles of molecular recognition. PLoS One 2017; 12:e0183327. [PMID: 28837642 PMCID: PMC5570288 DOI: 10.1371/journal.pone.0183327] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2017] [Accepted: 08/02/2017] [Indexed: 01/03/2023] Open
Abstract
Chemically diverse fragments tend to collectively bind at localized sites on proteins, which is a cornerstone of fragment-based techniques. A central question is how general are these strategies for predicting a wide variety of molecular interactions such as small molecule-protein, protein-protein and protein-nucleic acid for both experimental and computational methods. To address this issue, we recently proposed three governing principles, (1) accurate prediction of fragment-macromolecule binding free energy, (2) accurate prediction of water-macromolecule binding free energy, and (3) locating sites on a macromolecule that have high affinity for a diversity of fragments and low affinity for water. To test the generality of these concepts we used the computational technique of Simulated Annealing of Chemical Potential to design one small fragment to break the RecA-RecA protein-protein interaction and three fragments that inhibit peptide-deformylase via water-mediated multi-body interactions. Experiments confirm the predictions that 6-hydroxydopamine potently inhibits RecA and that PDF inhibition quantitatively tracks the water-mediated binding predictions. Additionally, the principles correctly predict the essential bound waters in HIV Protease, the surprisingly extensive binding site of elastase, the pinpoint location of electron transfer in dihydrofolate reductase, the HIV TAT-TAR protein-RNA interactions, and the MDM2-MDM4 differential binding to p53. The experimental confirmations of highly non-obvious predictions combined with the precise characterization of a broad range of known phenomena lend strong support to the generality of fragment-based methods for characterizing molecular recognition.
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Affiliation(s)
- John L. Kulp
- Conifer Point Pharmaceuticals, Doylestown, Pennsylvania, United States of America
- Department of Chemistry, Baruch S. Blumberg Institute, Doylestown, Pennsylvania, United States of America
| | - Ian S. Cloudsdale
- Conifer Point Pharmaceuticals, Doylestown, Pennsylvania, United States of America
| | - John L. Kulp
- Conifer Point Pharmaceuticals, Doylestown, Pennsylvania, United States of America
| | - Frank Guarnieri
- PAKA Pulmonary Pharmaceuticals, Acton, Massachusetts, United States of America
- * E-mail:
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4
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Ruan L, Su D, Shao C, Wang J, Dong C, Huang X, Ren J. A sensitive and microscale method for drug screening combining affinity probes and single molecule fluorescence correlation spectroscopy. Analyst 2015; 140:1207-14. [DOI: 10.1039/c4an01816h] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
The theoretical model of drug screening method based on competitive reaction and fluorescence correlation spectroscopy.
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Affiliation(s)
- Lingao Ruan
- College of Chemistry & Chemical Engineering
- State Key Laboratory of Metal Matrix Composites
- Shanghai Jiaotong University
- Shanghai 200240
- People's Republic of China
| | - Di Su
- College of Chemistry & Chemical Engineering
- State Key Laboratory of Metal Matrix Composites
- Shanghai Jiaotong University
- Shanghai 200240
- People's Republic of China
| | - Chang Shao
- Shanghai Laiyi Center for Biopharmaceutical R&D
- Shanghai 201203
- People's Republic of China
| | - Jinjie Wang
- College of Chemistry & Chemical Engineering
- State Key Laboratory of Metal Matrix Composites
- Shanghai Jiaotong University
- Shanghai 200240
- People's Republic of China
| | - Chaoqing Dong
- College of Chemistry & Chemical Engineering
- State Key Laboratory of Metal Matrix Composites
- Shanghai Jiaotong University
- Shanghai 200240
- People's Republic of China
| | - Xiangyi Huang
- College of Chemistry & Chemical Engineering
- State Key Laboratory of Metal Matrix Composites
- Shanghai Jiaotong University
- Shanghai 200240
- People's Republic of China
| | - Jicun Ren
- College of Chemistry & Chemical Engineering
- State Key Laboratory of Metal Matrix Composites
- Shanghai Jiaotong University
- Shanghai 200240
- People's Republic of China
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5
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Guo W, Wisniewski JA, Ji H. Hot spot-based design of small-molecule inhibitors for protein-protein interactions. Bioorg Med Chem Lett 2014; 24:2546-54. [PMID: 24751445 DOI: 10.1016/j.bmcl.2014.03.095] [Citation(s) in RCA: 107] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2014] [Revised: 03/26/2014] [Accepted: 03/28/2014] [Indexed: 12/27/2022]
Abstract
Protein-protein interactions (PPIs) are important targets for the development of chemical probes and therapeutic agents. From the initial discovery of the existence of hot spots at PPI interfaces, it has been proposed that hot spots might provide the key for developing small-molecule PPI inhibitors. However, there has been no review on the ways in which the knowledge of hot spots can be used to achieve inhibitor design, nor critical examination of successful examples. This Digest discusses the characteristics of hot spots and the identification of druggable hot spot pockets. An analysis of four examples of hot spot-based design reveals the importance of this strategy in discovering potent and selective PPI inhibitors. A general procedure for hot spot-based design of PPI inhibitors is outlined.
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Affiliation(s)
- Wenxing Guo
- Department of Chemistry, Center for Cell and Genome Science, University of Utah, 315 South 1400 East, Salt Lake City, UT 84112-0850, USA
| | - John A Wisniewski
- Department of Chemistry, Center for Cell and Genome Science, University of Utah, 315 South 1400 East, Salt Lake City, UT 84112-0850, USA
| | - Haitao Ji
- Department of Chemistry, Center for Cell and Genome Science, University of Utah, 315 South 1400 East, Salt Lake City, UT 84112-0850, USA.
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Tsuganezawa K, Shinohara Y, Ogawa N, Tsuboi S, Okada N, Mori M, Yokoyama S, Noda NN, Inagaki F, Ohsumi Y, Tanaka A. Two-Colored Fluorescence Correlation Spectroscopy Screening for LC3-P62 Interaction Inhibitors. ACTA ACUST UNITED AC 2013; 18:1103-9. [DOI: 10.1177/1087057113492200] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Abstract
The fluorescence correlation spectroscopy (FCS)–based competitive binding assay to screen for protein-protein interaction inhibitors is a highly sensitive method as compared with the fluorescent polarization assay used conventionally. However, the FCS assay identifies many false-positive compounds, which requires specifically designed orthogonal screenings. A two-colored application of the FCS-based screening was newly developed, and inhibitors of a protein-protein interaction, involving selective autophagy, were selected. We focused on the interaction of LC3 with the adaptor protein p62, because the interaction is crucial to degrade the specific target proteins recruited by p62. First, about 10,000 compounds were subjected to the FCS-based competitive assay using a TAMRA-labeled p62-derived probe, and 29 hit compounds were selected. Next, the obtained hits were evaluated by the second FCS assay, using an Alexa647-labeled p62-derived probe to remove the false-positive compounds, and six hit compounds inhibited the interaction. Finally, we tested all 29 compounds by surface plasmon resonance–based competitive binding assay to evaluate their inhibition of the LC3-p62 interaction and selected two inhibitors with IC50 values less than 2 µM. The two-colored FCS-based screening was shown to be effective to screen for protein-protein interaction inhibitors.
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Affiliation(s)
| | | | - Naoko Ogawa
- RIKEN Systems and Structural Biology Center, Yokohama, Japan
| | - Shun Tsuboi
- RIKEN Systems and Structural Biology Center, Yokohama, Japan
| | - Norihisa Okada
- RIKEN Systems and Structural Biology Center, Yokohama, Japan
| | - Masumi Mori
- RIKEN Systems and Structural Biology Center, Yokohama, Japan
| | | | - Nobuo N. Noda
- Microbial Chemistry Research Foundation, Laboratory of Molecular Structure, Institute of Microbial Chemistry, Tokyo, Japan
| | - Fuyuhiko Inagaki
- Faculty of Advanced Life Science, Department of Structural Biology, Hokkaido University, Sapporo, Japan
| | - Yoshinori Ohsumi
- Frontier Research Center, Tokyo Institute of Technology, Yokohama, Japan
| | - Akiko Tanaka
- RIKEN Systems and Structural Biology Center, Yokohama, Japan
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Ogawa N, Yuki H, Tanaka A. Insights from Pim1 structure for anti-cancer drug design. Expert Opin Drug Discov 2012; 7:1177-92. [DOI: 10.1517/17460441.2012.727394] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
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8
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Tsuganezawa K, Nakagawa Y, Kato M, Taruya S, Takahashi F, Endoh M, Utata R, Mori M, Ogawa N, Honma T, Yokoyama S, Hashizume Y, Aoki M, Kasai T, Kigawa T, Kojima H, Okabe T, Nagano T, Tanaka A. A Fluorescent-Based High-Throughput Screening Assay for Small Molecules That Inhibit the Interaction of MdmX with p53. ACTA ACUST UNITED AC 2012; 18:191-8. [DOI: 10.1177/1087057112460729] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
A fluorescent-based high-throughput screening (HTS) assay for small molecules that inhibit the interaction of MdmX with p53 was developed and applied to identify new inhibitors. The assay evaluated the MdmX-p53 interaction by detecting the quenching of the fluorescence of green fluorescent protein (GFP) fused to the MdmX protein, after its interaction with a p53 peptide labeled with a fluorescence quencher. In this report, the developed HTS assay was applied to about 40 000 compounds, and 255 hit compounds that abrogated the GFP quenching were selected. Next, the obtained hits were reevaluated by other assays. First, their effects on the diffusion time of a fluorescently-labeled p53 peptide after incubation with the MdmX protein were tested by measuring the diffusion time using fluorescence correlation spectroscopy, and six stable hit compounds with IC50 values less than 5 µM were selected. Next, we further confirmed their inhibition of the MdmX-p53 interaction by surface plasmon resonance. To indicate the efficacy of the hit compound as a candidate anticancer drug, we showed that the hit compound triggered apoptosis after p53 and p21 accumulation in cultured MV4;11 leukemia cells. Thus, the new HTS assay is effective for obtaining novel MdmX-p53 interaction inhibitors that are valuable as candidate compounds for cancer treatment.
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Affiliation(s)
- Keiko Tsuganezawa
- RIKEN Systems and Structural Biology Center, Yokohama, Japan
- RIKEN Program for Drug Discovery and Medical Technology Platforms, Wako, Saitama, Japan
| | - Yukari Nakagawa
- RIKEN Systems and Structural Biology Center, Yokohama, Japan
- RIKEN Program for Drug Discovery and Medical Technology Platforms, Wako, Saitama, Japan
| | - Miki Kato
- RIKEN Systems and Structural Biology Center, Yokohama, Japan
| | - Shigenao Taruya
- RIKEN Systems and Structural Biology Center, Yokohama, Japan
| | - Fumio Takahashi
- RIKEN Systems and Structural Biology Center, Yokohama, Japan
| | - Morio Endoh
- RIKEN Systems and Structural Biology Center, Yokohama, Japan
| | - Rei Utata
- RIKEN Systems and Structural Biology Center, Yokohama, Japan
| | - Masumi Mori
- RIKEN Systems and Structural Biology Center, Yokohama, Japan
- RIKEN Program for Drug Discovery and Medical Technology Platforms, Wako, Saitama, Japan
| | - Naoko Ogawa
- RIKEN Systems and Structural Biology Center, Yokohama, Japan
- RIKEN Program for Drug Discovery and Medical Technology Platforms, Wako, Saitama, Japan
| | - Teruki Honma
- RIKEN Systems and Structural Biology Center, Yokohama, Japan
- RIKEN Program for Drug Discovery and Medical Technology Platforms, Wako, Saitama, Japan
| | - Shigeyuki Yokoyama
- RIKEN Systems and Structural Biology Center, Yokohama, Japan
- RIKEN Program for Drug Discovery and Medical Technology Platforms, Wako, Saitama, Japan
| | - Yoshinobu Hashizume
- RIKEN Program for Drug Discovery and Medical Technology Platforms, Wako, Saitama, Japan
| | - Masaaki Aoki
- RIKEN Systems and Structural Biology Center, Yokohama, Japan
- RIKEN Program for Drug Discovery and Medical Technology Platforms, Wako, Saitama, Japan
| | - Takuma Kasai
- RIKEN Systems and Structural Biology Center, Yokohama, Japan
- RIKEN Program for Drug Discovery and Medical Technology Platforms, Wako, Saitama, Japan
| | - Takanori Kigawa
- RIKEN Systems and Structural Biology Center, Yokohama, Japan
- RIKEN Program for Drug Discovery and Medical Technology Platforms, Wako, Saitama, Japan
| | | | | | | | - Akiko Tanaka
- RIKEN Systems and Structural Biology Center, Yokohama, Japan
- The University of Tokyo, Bunkyo-ku, Tokyo, Japan
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9
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Tsuganezawa K, Watanabe H, Parker L, Yuki H, Taruya S, Nakagawa Y, Kamei D, Mori M, Ogawa N, Tomabechi Y, Handa N, Honma T, Yokoyama S, Kojima H, Okabe T, Nagano T, Tanaka A. A novel Pim-1 kinase inhibitor targeting residues that bind the substrate peptide. J Mol Biol 2012; 417:240-52. [PMID: 22306408 DOI: 10.1016/j.jmb.2012.01.036] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2011] [Revised: 01/19/2012] [Accepted: 01/24/2012] [Indexed: 10/14/2022]
Abstract
A new screening method using fluorescent correlation spectroscopy was developed to select kinase inhibitors that competitively inhibit the binding of a fluorescently labeled substrate peptide. Using the method, among approximately 700 candidate compounds selected by virtual screening, we identified a novel Pim-1 kinase inhibitor targeting its peptide binding residues. X-ray crystal analysis of the complex structure of Pim-1 with the inhibitor indicated that the inhibitor actually binds to the ATP-binding site and also forms direct interactions with residues (Asp128 and Glu171) that bind the substrate peptide. These interactions, which cause small side-chain movements, seem to affect the binding ability of the fluorescently labeled substrate. The compound inhibited Pim-1 kinase in vitro, with an IC(50) value of 150 nM. Treatment of cultured leukemia cells with the compound reduced the amount of p21 and increased the amount of p27, due to Pim-1 inhibition, and then triggered apoptosis after cell-cycle arrest at the G(1)/S phase. This screening method may be widely applicable for the identification of various new Pim-1 kinase inhibitors targeting the residues that bind the substrate peptide.
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Affiliation(s)
- Keiko Tsuganezawa
- RIKEN Systems and Structural Biology Center, 1-7-22 Suehiro-cho, Tsurumi, Yokohama 230-0045, Japan
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A guanosine 3',5'-cyclic monophosphate (cGMP) reporter system based on the G-kinase/CREB/CRE signal transduction pathway. Biochem Biophys Res Commun 2011; 407:236-41. [PMID: 21382339 DOI: 10.1016/j.bbrc.2011.03.009] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2011] [Accepted: 03/02/2011] [Indexed: 11/19/2022]
Abstract
Guanylate cyclases constitute a gene family of enzymes that synthesize the second messenger guanosine 3',5'-cyclic monophosphate (cGMP) and play important roles in diverse physiological functions. Here we report a novel, simple and highly sensitive method for measurement intracellular cGMP concentrations using a cAMP-responsive element (CRE) and cGMP-dependent protein kinase (cGK). Transient transfection of the CRE reporter plasmid, encoding a luciferase reporter gene under the control of a modified promoter containing a CRE, and a cGK expression vector into HEK293 cells followed by treatment with 8-bromo-cGMP showed a dose dependent increase in luciferase activity. Moreover, HEK293 cells expressing GC-A or GC-B natriuretic peptide receptors and harboring this reporter system responded to specific ligands in a dose dependent manner. Our results indicate that this reporter gene method enables high throughput screening of receptor-type GC selective agonists in the treatment of cardiovascular diseases and homeostatic dysfunctions.
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Mazouchi A, Liu B, Bahram A, Gradinaru CC. On the performance of bioanalytical fluorescence correlation spectroscopy measurements in a multiparameter photon-counting microscope. Anal Chim Acta 2011; 688:61-9. [PMID: 21296206 DOI: 10.1016/j.aca.2011.01.002] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2010] [Revised: 12/10/2010] [Accepted: 01/04/2011] [Indexed: 11/26/2022]
Abstract
Fluorescence correlation spectroscopy (FCS) data acquisition and analysis routines were developed and implemented in a home-built, multiparameter photon-counting microscope. Laser excitation conditions were investigated for two representative fluorescent probes, Rhodamine110 and enhanced green fluorescent protein (EGFP). Reliable local concentrations and diffusion constants were obtained by fitting measured FCS curves, provided that the excitation intensity did not exceed 20% of the saturation level for each fluorophore. Accurate results were obtained from FCS measurements for sample concentrations varying from pM to μM range, as well as for conditions of high background signals. These experimental constraints were found to be determined by characteristics of the detection system and by the saturation behavior of the fluorescent probes. These factors actually limit the average number of photons that can be collected from a single fluorophore passing through the detection volume. The versatility of our setup and the data analysis capabilities were tested by measuring the mobility of EGFP in the nucleus of Drosophila cells under conditions of high concentration and molecular crowding. As a bioanalytical application, we studied by FCS the binding affinity of a novel peptide-based drug to the cancer-regulating STAT3 protein and corroborated the results with fluorescence polarization analysis derived from the same photon data.
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Affiliation(s)
- Amir Mazouchi
- Department of Physics, Institute for Optical Sciences, University of Toronto, Toronto, Canada
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12
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Targeting Protein–Protein Interactions and Fragment-Based Drug Discovery. Top Curr Chem (Cham) 2011; 317:145-79. [DOI: 10.1007/128_2011_265] [Citation(s) in RCA: 79] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
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