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Turan FB, Ercan ME, Firat-Karalar EN. A Chemically Inducible Organelle Rerouting Assay to Probe Primary Cilium Assembly, Maintenance, and Disassembly in Cultured Cells. Methods Mol Biol 2024; 2725:55-78. [PMID: 37856017 DOI: 10.1007/978-1-0716-3507-0_3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2023]
Abstract
The primary cilium is a conserved, microtubule-based organelle that protrudes from the surface of most vertebrate cells as well as sensory cells of many organisms. It transduces extracellular chemical and mechanical cues to regulate diverse cellular processes during development and physiology. Loss-of-function studies via RNA interference and CRISPR/Cas9-mediated gene knockouts have been the main tool for elucidating the functions of proteins, protein complexes, and organelles implicated in cilium biology. However, these methods are limited in studying acute spatiotemporal functions of proteins as well as the connection between their cellular positioning and functions. A powerful approach based on inducible recruitment of plus or minus end-directed molecular motors to the protein of interest enables fast and precise control of protein activity in time and in space. In this chapter, we present a chemically inducible heterodimerization method for functional perturbation of centriolar satellites, an emerging membrane-less organelle involved in cilium biogenesis and function. The method we present is based on rerouting of centriolar satellites to the cell center or the periphery in mammalian epithelial cells. We also describe how this method can be applied to study the temporal functions of centriolar satellites during primary cilium assembly, maintenance, and disassembly.
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Affiliation(s)
- F Basak Turan
- Department of Molecular Biology and Genetics, Koç University, Istanbul, Turkey
| | - M Erdem Ercan
- Department of Molecular Biology and Genetics, Koç University, Istanbul, Turkey
| | - Elif Nur Firat-Karalar
- Department of Molecular Biology and Genetics, Koç University, Istanbul, Turkey.
- Koc University School of Medicine, Istanbul, Turkey.
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2
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Chen Y, Xu Y, Dai J, Ni W, Ding Q, Wu X, Fang J, Wu Y. Research trends in chemogenetics for neuroscience in recent 14 years: A bibliometric study in CiteSpace. Medicine (Baltimore) 2023; 102:e35291. [PMID: 37800804 PMCID: PMC10552966 DOI: 10.1097/md.0000000000035291] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/03/2022] [Accepted: 08/29/2023] [Indexed: 10/07/2023] Open
Abstract
BACKGROUND Chemogenetics has been widely adopted in Neuroscience. Neuroscience has become a hot research topic for scientists. Therefore, the purpose of this study is to explore the current status and trends in the global application of chemogenetics in neuroscience over the last 14 years via CiteSpace. METHODS Publications related to chemogenetics in neuroscience were retrieved from the Science Citation Index-Extended Web of Science from 2008 to 2021. We used CiteSpace to analyze publications, citations, cited journals, countries, institutions, authors, cited authors, cited references, and keywords. RESULTS A total of 947 records were retrieved from 2008 to 2021 on February 21, 2022. The number and rate of publications and citations increased significantly. Journal of Neuroscience was the most cited journal, and BRAIN RES BULL ranked first in the centrality of cited journals. The United States of America (USA) had the highest number of publications among the countries. Takashi Minamoto was the most prolific author and Armbruster BN ranked the first among authors cited. The first article in the frequency ranking of the references cited was published by Roth BL. The keyword of "nucleus accumben (NAc)" had the highest frequency. The top 3 keywords with the strongest citation bursts include "transgenic mice," "cancer," and "blood-brain barrier." CONCLUSION The period 2008 to 2021 has seen a marked increase in research on chemogenetics in neuroscience. The application of chemogenetics is indispensable for research in the field of neuroscience. This bibliometrics study provides the current situation and trend in chemogenetic methods in neuroscience in recent 14 years, which may help researchers to identify the hot topics and frontiers for future studies in this field.
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Affiliation(s)
- Yuerong Chen
- Key Laboratory of Acupuncture and Neurology of Zhejiang Province, The Third Clinical Medical College, Zhejiang Chinese Medical University, Hangzhou, China
- The Third School of Clinical Medicine, Zhejiang Chinese Medical University, Hangzhou, China
| | - Yunyun Xu
- Key Laboratory of Acupuncture and Neurology of Zhejiang Province, The Third Clinical Medical College, Zhejiang Chinese Medical University, Hangzhou, China
- The Third School of Clinical Medicine, Zhejiang Chinese Medical University, Hangzhou, China
| | - Jiale Dai
- Key Laboratory of Acupuncture and Neurology of Zhejiang Province, The Third Clinical Medical College, Zhejiang Chinese Medical University, Hangzhou, China
- The Third School of Clinical Medicine, Zhejiang Chinese Medical University, Hangzhou, China
| | - Wenqin Ni
- The Third School of Clinical Medicine, Zhejiang Chinese Medical University, Hangzhou, China
| | - Qike Ding
- The Second School of Clinical Medicine, Zhejiang Chinese Medical University, Hangzhou, China
| | - Xinyuan Wu
- The Second School of Clinical Medicine, Zhejiang Chinese Medical University, Hangzhou, China
| | - Jianqiao Fang
- Key Laboratory of Acupuncture and Neurology of Zhejiang Province, The Third Clinical Medical College, Zhejiang Chinese Medical University, Hangzhou, China
- The Third School of Clinical Medicine, Zhejiang Chinese Medical University, Hangzhou, China
| | - Yuanyuan Wu
- Key Laboratory of Acupuncture and Neurology of Zhejiang Province, The Third Clinical Medical College, Zhejiang Chinese Medical University, Hangzhou, China
- The Third School of Clinical Medicine, Zhejiang Chinese Medical University, Hangzhou, China
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3
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Pseudokinase NRP1 facilitates endocytosis of transferrin in the African trypanosome. Sci Rep 2022; 12:18572. [PMID: 36329148 PMCID: PMC9633767 DOI: 10.1038/s41598-022-22054-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2022] [Accepted: 10/10/2022] [Indexed: 11/06/2022] Open
Abstract
Trypanosoma brucei causes human African trypanosomiasis (HAT) and nagana in cattle. During infection of a vertebrate, endocytosis of host transferrin (Tf) is important for viability of the parasite. The majority of proteins involved in trypanosome endocytosis of Tf are unknown. Here we identify pseudokinase NRP1 (Tb427tmp.160.4770) as a regulator of Tf endocytosis. Genetic knockdown of NRP1 inhibited endocytosis of Tf without blocking uptake of bovine serum albumin. Binding of Tf to the flagellar pocket was not affected by knockdown of NRP1. However the quantity of Tf per endosome dropped significantly, consistent with NRP1 promoting robust capture and/or retention of Tf in vesicles. NRP1 is involved in motility of Tf-laden vesicles since distances between endosomes and the kinetoplast were reduced after knockdown of the gene. In search of possible mediators of NRP1 modulation of Tf endocytosis, the gene was knocked down and the phosphoproteome analyzed. Phosphorylation of protein kinases forkhead, NEK6, and MAPK10 was altered, in addition to EpsinR, synaptobrevin and other vesicle-associated proteins predicted to be involved in endocytosis. These candidate proteins may link NRP1 functionally either to protein kinases or to vesicle-associated proteins.
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4
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Clift D, McEwan WA, Labzin LI, Konieczny V, Mogessie B, James LC, Schuh M. A Method for the Acute and Rapid Degradation of Endogenous Proteins. Cell 2017; 171:1692-1706.e18. [PMID: 29153837 PMCID: PMC5733393 DOI: 10.1016/j.cell.2017.10.033] [Citation(s) in RCA: 296] [Impact Index Per Article: 42.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2017] [Revised: 10/02/2017] [Accepted: 10/19/2017] [Indexed: 11/13/2022]
Abstract
Methods for the targeted disruption of protein function have revolutionized science and greatly expedited the systematic characterization of genes. Two main approaches are currently used to disrupt protein function: DNA knockout and RNA interference, which act at the genome and mRNA level, respectively. A method that directly alters endogenous protein levels is currently not available. Here, we present Trim-Away, a technique to degrade endogenous proteins acutely in mammalian cells without prior modification of the genome or mRNA. Trim-Away harnesses the cellular protein degradation machinery to remove unmodified native proteins within minutes of application. This rapidity minimizes the risk that phenotypes are compensated and that secondary, non-specific defects accumulate over time. Because Trim-Away utilizes antibodies, it can be applied to a wide range of target proteins using off-the-shelf reagents. Trim-Away allows the study of protein function in diverse cell types, including non-dividing primary cells where genome- and RNA-targeting methods are limited.
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Affiliation(s)
- Dean Clift
- Medical Research Council, Laboratory of Molecular Biology, Cambridge CB2 0QH, UK.
| | - William A McEwan
- Medical Research Council, Laboratory of Molecular Biology, Cambridge CB2 0QH, UK
| | - Larisa I Labzin
- Medical Research Council, Laboratory of Molecular Biology, Cambridge CB2 0QH, UK
| | - Vera Konieczny
- Max Planck Institute for Biophysical Chemistry, 37077 Göttingen, Germany
| | - Binyam Mogessie
- Max Planck Institute for Biophysical Chemistry, 37077 Göttingen, Germany
| | - Leo C James
- Medical Research Council, Laboratory of Molecular Biology, Cambridge CB2 0QH, UK.
| | - Melina Schuh
- Medical Research Council, Laboratory of Molecular Biology, Cambridge CB2 0QH, UK; Max Planck Institute for Biophysical Chemistry, 37077 Göttingen, Germany.
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5
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Guyett PJ, Xia S, Swinney DC, Pollastri MP, Mensa-Wilmot K. Glycogen Synthase Kinase 3β Promotes the Endocytosis of Transferrin in the African Trypanosome. ACS Infect Dis 2016; 2:518-28. [PMID: 27626104 DOI: 10.1021/acsinfecdis.6b00077] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
Abstract
Human parasite Trypanosoma brucei proliferates in the blood of its host, where it takes up iron via receptor-mediated endocytosis of transferrin (Tf). Mechanisms of Tf endocytosis in the trypanosome are not fully understood. Small molecule lapatinib inhibits Tf endocytosis in T. brucei and associates with protein kinase GSK3β (TbGSK3β). Therefore, we hypothesized that Tf endocytosis may be regulated by TbGSK3β, and we used three approaches (both genetic and small molecule) to test this possibility. First, the RNAi knock-down of TbGSK3β reduced Tf endocytosis selectively, without affecting the uptake of haptaglobin-hemoglobin (Hp-Hb) or bovine serum albumin (BSA). Second, the overexpression of TbGSK3β increased the Tf uptake. Third, small-molecule inhibitors of TbGSK3β, TWS119 (IC50 = 600 nM), and GW8510 (IC50 = 8 nM) reduced Tf endocytosis. Furthermore, TWS119, but not GW8510, selectively blocked Tf uptake. Thus, TWS119 phenocopies the selective endocytosis effects of a TbGSK3β knockdown. Two new inhibitors of TbGSK3β, LY2784544 (IC50 = 0.6 μM) and sorafenib (IC50 = 1.7 μM), were discovered in a focused screen: at low micromolar concentrations, they prevented Tf endocytosis as well as trypanosome proliferation (GI50's were 1.0 and 3.1 μM, respectively). These studies show that (a) TbGSK3β regulates Tf endocytosis, (b) TWS119 is a small-molecule tool for investigating the endocytosis of Tf,
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Affiliation(s)
- Paul J. Guyett
- Department
of Cellular Biology, The Center for Tropical and Emerging Global Diseases, University of Georgia, 724 Biological Sciences Building, Athens, Georgia 30605, United States
| | - Shuangluo Xia
- Institute for Rare and Neglected Disease Drug Discovery (IRND3), 897 Independence Avenue #2C, Mountain View, California 94043, United States
| | - David C. Swinney
- Institute for Rare and Neglected Disease Drug Discovery (IRND3), 897 Independence Avenue #2C, Mountain View, California 94043, United States
| | - Michael P. Pollastri
- Department
of Chemistry and Chemical Biology, Northeastern University, 417 Egan
Building, 360 Huntington Avenue, Boston, Massachusetts 02115, United States
| | - Kojo Mensa-Wilmot
- Department
of Cellular Biology, The Center for Tropical and Emerging Global Diseases, University of Georgia, 724 Biological Sciences Building, Athens, Georgia 30605, United States
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6
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Abstract
Mitotic motor proteins of the kinesin superfamily are critical for the faithful segregation of chromosomes and the formation of the two daughter cells during meiotic and mitotic M-phase. Of the 45 human kinesins, roughly a dozen are involved in the assembly of the bipolar spindle, alignment of chromosomes at the spindle equator, chromosome segregation, and cytokinesis. The functions of kinesins in these processes are highly diverse and include the transport of cargo molecules, sliding and bundling of microtubules, and regulation of microtubule dynamics. In light of this multitude of diverse functions and the complex functional interplay of different kinesins during M-phase, it is not surprising that one of the greatest challenges in cell biology is the functional dissection of individual motor proteins. Reversible and fast acting small molecules are powerful tools to accomplish this challenge. However, the validity of conclusions drawn from small molecule studies strictly depends on compound specificity. In this chapter, we present methods for the identification of small molecule inhibitors of a motor protein of interest. In particular, we focus on a protein-based large throughput screen to identify inhibitors of the ATPase activity of kinesins. Furthermore, we provide protocols and guidelines for secondary screens to validate hits and select for specific inhibitors.
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Affiliation(s)
- Naowras Al-Obaidi
- Department of Biology, Konstanz Research School Chemical Biology (KoRS-CB), University of Konstanz, Universitätsstr. 10, Konstanz, 78457, Germany
| | - Johanna Kastl
- Department of Biology, Konstanz Research School Chemical Biology (KoRS-CB), University of Konstanz, Universitätsstr. 10, Konstanz, 78457, Germany
| | - Thomas U Mayer
- Department of Biology, Konstanz Research School Chemical Biology (KoRS-CB), University of Konstanz, Universitätsstr. 10, Konstanz, 78457, Germany.
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7
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Kim EJ, Bond MR, Love DC, Hanover JA. Chemical tools to explore nutrient-driven O-GlcNAc cycling. Crit Rev Biochem Mol Biol 2015; 49:327-42. [PMID: 25039763 DOI: 10.3109/10409238.2014.931338] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
Posttranslational modifications (PTM) including glycosylation, phosphorylation, acetylation, methylation and ubiquitination dynamically alter the proteome. The evolutionarily conserved enzymes O-linked N-acetylglucosamine (O-GlcNAc) transferase (OGT) and O-GlcNAcase are responsible for the addition and removal, respectively, of the nutrient-sensitive PTM of protein serine and threonine residues with O-GlcNAc. Indeed, the O-GlcNAc modification acts at every step in the "central dogma" of molecular biology and alters signaling pathways leading to amplified or blunted biological responses. The cellular roles of OGT and the dynamic PTM O-GlcNAc have been clarified with recently developed chemical tools including high-throughput assays, structural and mechanistic studies and potent enzyme inhibitors. These evolving chemical tools complement genetic and biochemical approaches for exposing the underlying biological information conferred by O-GlcNAc cycling.
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Affiliation(s)
- Eun J Kim
- Department of Science Education-Chemistry Major, Daegu University , Daegu , S. Korea and
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8
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Bathula C, Dangi P, Hati S, Agarwal R, Munshi P, Singh A, Singh S, Sen S. Diverse synthesis of natural product inspired fused and spiro-heterocyclic scaffolds via ring distortion and ring construction strategies. NEW J CHEM 2015. [DOI: 10.1039/c5nj01858g] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
A toolkit of indole scaffolds inspired from natural products.
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Affiliation(s)
- Chandramohan Bathula
- Department of Chemistry
- Shiv Nadar University
- Post Office Shiv Nadar University
- Uttar Pradesh 201314
- India
| | - Poonam Dangi
- Department of Life Science
- Shiv Nadar University
- Post Office Shiv Nadar University
- Uttar Pradesh 201314
- India
| | - Santanu Hati
- Department of Chemistry
- Shiv Nadar University
- Post Office Shiv Nadar University
- Uttar Pradesh 201314
- India
| | - Rahul Agarwal
- Department of Life Science
- Shiv Nadar University
- Post Office Shiv Nadar University
- Uttar Pradesh 201314
- India
| | - Parthapratim Munshi
- Department of Chemistry
- Shiv Nadar University
- Post Office Shiv Nadar University
- Uttar Pradesh 201314
- India
| | - Ashutosh Singh
- Department of Life Science
- Shiv Nadar University
- Post Office Shiv Nadar University
- Uttar Pradesh 201314
- India
| | - Shailja Singh
- Department of Life Science
- Shiv Nadar University
- Post Office Shiv Nadar University
- Uttar Pradesh 201314
- India
| | - Subhabrata Sen
- Department of Chemistry
- Shiv Nadar University
- Post Office Shiv Nadar University
- Uttar Pradesh 201314
- India
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9
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Strittmatter T, Brockmann A, Pott M, Hantusch A, Brunner T, Marx A. Expanding the scope of human DNA polymerase λ and β inhibitors. ACS Chem Biol 2014; 9:282-90. [PMID: 24171552 DOI: 10.1021/cb4007562] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
The exact biological functions of individual DNA polymerases still await clarification, and therefore appropriate reagents to probe their respective functions are required. In the present study, we report the development of a highly potent series of human DNA polymerase λ and β (pol λ and β) inhibitors based on the rhodanine scaffold. Both enzymes are involved in DNA repair and are thus considered as future drug targets. We expanded the chemical diversity of the small-molecule inhibitors arising from a high content screening and designed and synthesized 30 novel analogues. By biochemical evaluation, we discovered 23 highly active compounds against pol λ. Importantly, 10 of these small-molecules selectively inhibited pol λ and not the homologous pol β. We discovered 14 small-molecules that target pol β and found out that they are more potent than known inhibitors. We also investigated whether the discovered compounds sensitize cancer cells toward DNA-damaging reagents. Thus, we cotreated human colorectal cancer cells (Caco-2) with the small-molecule inhibitors and hydrogen peroxide or the approved drug temozolomide. Interestingly, the tested compounds sensitized Caco-2 cells to both genotoxic agents in a DNA repair pathway-dependent manner.
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Affiliation(s)
- Tobias Strittmatter
- Departments of Chemistry
and Biology, Konstanz Research School Chemical Biology, University of Konstanz, Universitätsstrasse 10, 78457 Konstanz, Germany
| | - Anette Brockmann
- Departments of Chemistry
and Biology, Konstanz Research School Chemical Biology, University of Konstanz, Universitätsstrasse 10, 78457 Konstanz, Germany
| | - Moritz Pott
- Departments of Chemistry
and Biology, Konstanz Research School Chemical Biology, University of Konstanz, Universitätsstrasse 10, 78457 Konstanz, Germany
| | - Annika Hantusch
- Departments of Chemistry
and Biology, Konstanz Research School Chemical Biology, University of Konstanz, Universitätsstrasse 10, 78457 Konstanz, Germany
| | - Thomas Brunner
- Departments of Chemistry
and Biology, Konstanz Research School Chemical Biology, University of Konstanz, Universitätsstrasse 10, 78457 Konstanz, Germany
| | - Andreas Marx
- Departments of Chemistry
and Biology, Konstanz Research School Chemical Biology, University of Konstanz, Universitätsstrasse 10, 78457 Konstanz, Germany
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10
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Meesters C, Kombrink E. Screening for bioactive small molecules by in vivo monitoring of luciferase-based reporter gene expression in Arabidopsis thaliana. Methods Mol Biol 2014; 1056:19-31. [PMID: 24306859 DOI: 10.1007/978-1-62703-592-7_3] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/02/2023]
Abstract
Chemical genetics is a scientific strategy that utilizes bioactive small molecules as experimental tools to dissect biological processes. Bioactive compounds occurring in nature represent an enormous diversity of structures that potentially can be used as activators or inhibitors of biochemical pathways, transport processes, regulatory networks, or developmental programs. Screening methods to identify bioactive small molecules can vary greatly, ranging from visual evaluation of phenotypic alterations to quantifying biometric traits such as enzyme activities. Here, we describe a general methodology that permits identification of compounds modulating the expression of reporter genes in Arabidopsis thaliana seedlings. The selection of luciferase-based reporter systems has the advantage that it allows in vivo imaging of reporter gene activity in a semiquantitative manner without affecting plant viability. We chose an Arabidopsis line harboring the luciferase reporter under the control of the jasmonate-inducible LOX2 promoter to screen for either activators or inhibitors of gene expression. The outlined assay conditions can readily be applied to Arabidopsis lines containing other reporter genes. Thereby screening for small molecules affecting different signaling pathways and/or phenotypic responses is possible.
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Affiliation(s)
- Christian Meesters
- Department of Plant-Microbe Interactions, Max Planck Institute for Plant Breeding Research, Köln, Germany
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11
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Alfred SE, Surendra A, Le C, Lin K, Mok A, Wallace IM, Proctor M, Urbanus ML, Giaever G, Nislow C. A phenotypic screening platform to identify small molecule modulators of Chlamydomonas reinhardtii growth, motility and photosynthesis. Genome Biol 2012; 13:R105. [PMID: 23158586 PMCID: PMC3580497 DOI: 10.1186/gb-2012-13-11-r105] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2012] [Accepted: 11/18/2012] [Indexed: 12/12/2022] Open
Abstract
Chemical biology, the interfacial discipline of using small molecules as probes to investigate biology, is a powerful approach of developing specific, rapidly acting tools that can be applied across organisms. The single-celled alga Chlamydomonas reinhardtii is an excellent model system because of its photosynthetic ability, cilia-related motility and simple genetics. We report the results of an automated fitness screen of 5,445 small molecules and subsequent assays on motility/phototaxis and photosynthesis. Cheminformatic analysis revealed active core structures and was used to construct a naïve Bayes model that successfully predicts algal bioactive compounds.
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12
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Strobelt H, Bertini E, Braun J, Deussen O, Groth U, Mayer TU, Merhof D. HiTSEE KNIME: a visualization tool for hit selection and analysis in high-throughput screening experiments for the KNIME platform. BMC Bioinformatics 2012; 13 Suppl 8:S4. [PMID: 22607449 PMCID: PMC3355333 DOI: 10.1186/1471-2105-13-s8-s4] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
We present HiTSEE (High-Throughput Screening Exploration Environment), a visualization tool for the analysis of large chemical screens used to examine biochemical processes. The tool supports the investigation of structure-activity relationships (SAR analysis) and, through a flexible interaction mechanism, the navigation of large chemical spaces. Our approach is based on the projection of one or a few molecules of interest and the expansion around their neighborhood and allows for the exploration of large chemical libraries without the need to create an all encompassing overview of the whole library. We describe the requirements we collected during our collaboration with biologists and chemists, the design rationale behind the tool, and two case studies on different datasets. The described integration (HiTSEE KNIME) into the KNIME platform allows additional flexibility in adopting our approach to a wide range of different biochemical problems and enables other research groups to use HiTSEE.
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Affiliation(s)
- Hendrik Strobelt
- Department of Computer Science, Konstanz University, Universitätsstrasse 10, Konstanz, Germany.
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13
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Hollomon DW. Do we have the tools to manage resistance in the future? PEST MANAGEMENT SCIENCE 2012; 68:149-154. [PMID: 22223198 DOI: 10.1002/ps.2291] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/31/2023]
Abstract
Pesticide resistance is a major factor affecting world food and fibre production, but that has been contained so far by the availability of diverse modes of action. Overcoming resistance by switching to a new mode of action is a concept easily grasped by growers but threatened by losses through resistance and new registration requirements. Opportunities for innovation and development of a diversity of novel modes of action exist through harnessing recent advances, fundamental to all eukaryotes and largely funded for medical rather than agricultural objectives, in understanding cell biology and development. The cystoskeleton, cell wall synthesis, signal transduction and RNAi are discussed as examples where new targets are now exposed. However, new modes of action will be delivered not only by sprayer or seed treatment but also through transgenic crops, although these still need to be transferred from experiment to practice. Improvements in modelling protein structures and target-site changes, supplemented by rapid diagnostics to detect resistance early, will improve resistance risk management and integrate chemical, biopesticide, transgenic and conventional breeding around the concept of diversity in modes of action. However, before agronomy can translate this into practical antiresistance strategies, there is a need to direct more resources to the biochemistry and cell biology of pests, diseases and weeds to translate these new discoveries into key tools needed to manage resistance in the future.
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14
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Cottier S, Mönig T, Wang Z, Svoboda J, Boland W, Kaiser M, Kombrink E. The yeast three-hybrid system as an experimental platform to identify proteins interacting with small signaling molecules in plant cells: potential and limitations. FRONTIERS IN PLANT SCIENCE 2011; 2:101. [PMID: 22639623 PMCID: PMC3355722 DOI: 10.3389/fpls.2011.00101] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/15/2011] [Accepted: 12/07/2011] [Indexed: 05/18/2023]
Abstract
Chemical genetics is a powerful scientific strategy that utilizes small bioactive molecules as experimental tools to unravel biological processes. Bioactive compounds occurring in nature represent an enormous diversity of structures that can be used to dissect functions of biological systems. Once the bioactivity of a natural or synthetic compound has been critically evaluated the challenge remains to identify its molecular target and mode of action, which usually is a time-consuming and labor-intensive process. To facilitate this task, we decided to implement the yeast three-hybrid (Y3H) technology as a general experimental platform to scan the whole Arabidopsis proteome for targets of small signaling molecules. The Y3H technology is based on the yeast two-hybrid system and allows direct cloning of proteins that interact in vivo with a synthetic hybrid ligand, which comprises the biologically active molecule of interest covalently linked to methotrexate (Mtx). In yeast nucleus the hybrid ligand connects two fusion proteins: the Mtx part binding to dihydrofolate reductase fused to a DNA-binding domain (encoded in the yeast strain), and the bioactive molecule part binding to its potential protein target fused to a DNA-activating domain (encoded on a cDNA expression vector). During cDNA library screening, the formation of this ternary, transcriptional activator complex leads to reporter gene activation in yeast cells, and thereby allows selection of the putative targets of small bioactive molecules of interest. Here we present the strategy and experimental details for construction and application of a Y3H platform, including chemical synthesis of different hybrid ligands, construction of suitable cDNA libraries, the choice of yeast strains, and appropriate screening conditions. Based on the results obtained and the current literature we discuss the perspectives and limitations of the Y3H approach for identifying targets of small bioactive molecules.
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Affiliation(s)
- Stéphanie Cottier
- Department of Plant-Microbe Interactions, Max Planck Institute for Plant Breeding ResearchKöln, Germany
| | - Timon Mönig
- Center for Medical Biotechnology, University of Duisburg–EssenEssen, Germany
| | - Zheming Wang
- Center for Medical Biotechnology, University of Duisburg–EssenEssen, Germany
| | - Jiří Svoboda
- Department of Bioorganic Chemistry, Max Planck Institute for Chemical EcologyJena, Germany
| | - Wilhelm Boland
- Department of Bioorganic Chemistry, Max Planck Institute for Chemical EcologyJena, Germany
| | - Markus Kaiser
- Center for Medical Biotechnology, University of Duisburg–EssenEssen, Germany
| | - Erich Kombrink
- Department of Plant-Microbe Interactions, Max Planck Institute for Plant Breeding ResearchKöln, Germany
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15
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Good JAD, Skoufias DA, Kozielski F. Elucidating the functionality of kinesins: an overview of small molecule inhibitors. Semin Cell Dev Biol 2011; 22:935-45. [PMID: 22001111 DOI: 10.1016/j.semcdb.2011.09.023] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2011] [Accepted: 09/30/2011] [Indexed: 12/19/2022]
Abstract
Kinesin motor proteins are ubiquitously involved in multiple fundamental cellular processes, coordinating transport and mediating changes to cellular architecture. Thus, specific small molecule kinesin inhibitors can shed new light on the functions of kinesins and the dynamic roles in which they participate. Here we review the range of known inhibitors, their key characteristics, and specificity, and discuss their potential suitability for chemical genetics as starting points to further investigate complex kinesin-mediated processes.
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Affiliation(s)
- James A D Good
- The Beatson Institute for Cancer Research, Garscube Estate, Switchback Road, Bearsden, Glasgow G61 1BD, Scotland, UK.
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16
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Strittmatter T, Bareth B, Immel TA, Huhn T, Mayer TU, Marx A. Small Molecule Inhibitors of Human DNA Polymerase λ. ACS Chem Biol 2011; 6:314-9. [PMID: 21194240 DOI: 10.1021/cb100382m] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
To discover chemical probes to further under-stand the function of individual DNA polymerases, we established a generally applicable high-throughput screening. By applying this technique we discovered three novel inhibitor classes of human DNA polymerase λ (DNA Pol λ), a key enzyme to maintain the genetic integrity of the genome. The rhodanines, classified as an excellent drug scaffold, were found to be the most potent inhibitors for DNA Pol λ. Importantly, they are up to 10 times less active against the highly similar DNA polymerase β. We investigated basic structure activity relationships. Furthermore, the rhodanines showed pharmacological activity in two human cancer cell lines. So the here reported small molecules could serve as useful DNA Pol λ probes and might serve as starting point to develop novel therapeutic agents.
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Affiliation(s)
- Tobias Strittmatter
- Departments of Chemistry and Biology, Konstanz Research School Chemical Biology, University of Konstanz, Universitätsstr. 10, 78457 Konstanz, Germany
| | - Bettina Bareth
- Departments of Chemistry and Biology, Konstanz Research School Chemical Biology, University of Konstanz, Universitätsstr. 10, 78457 Konstanz, Germany
| | - Timo A. Immel
- Departments of Chemistry and Biology, Konstanz Research School Chemical Biology, University of Konstanz, Universitätsstr. 10, 78457 Konstanz, Germany
| | - Thomas Huhn
- Departments of Chemistry and Biology, Konstanz Research School Chemical Biology, University of Konstanz, Universitätsstr. 10, 78457 Konstanz, Germany
| | - Thomas U. Mayer
- Departments of Chemistry and Biology, Konstanz Research School Chemical Biology, University of Konstanz, Universitätsstr. 10, 78457 Konstanz, Germany
| | - Andreas Marx
- Departments of Chemistry and Biology, Konstanz Research School Chemical Biology, University of Konstanz, Universitätsstr. 10, 78457 Konstanz, Germany
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Abstract
Functional chemicals are very useful tools for molecular biology studies. Due to its small size, large progeny clutch, and embryonic transparency, zebrafish serves as a superb in vivo animal model for chemical compound screens and characterization. During zebrafish embryogenesis, multiple developmental phenotypes can be easily examined under the microscope, therefore allowing a more comprehensive evaluation for identifying novel functional chemicals than cell-based assays. Ever since the first zebrafish-based chemical screen was conducted in the year 2000, many functional chemicals have been discovered using this strategy. In this chapter, we describe how to perform a typical zebrafish-based chemical screen and discuss the details of the protocol by using the example of the identification and characterization of two new Smo inhibitors with a Gli:GFP transgenic line.
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Affiliation(s)
- Hanbing Zhong
- Laboratory of Chemical Genomics, School of Chemical Biology and Biotechnology, Shenzhen Graduate School of Peking University, Shenzhen University Town, Shenzhen, China.
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Zhang C, Zhu C, Chen H, Li L, Guo L, Jiang W, Lu SH. Kif18A is involved in human breast carcinogenesis. Carcinogenesis 2010; 31:1676-84. [PMID: 20595236 DOI: 10.1093/carcin/bgq134] [Citation(s) in RCA: 83] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2023] Open
Abstract
Microtubule (MT) kinesin motor proteins orchestrate various cellular processes (e.g. mitosis, motility and organelle transportation) and have been implicated in human carcinogenesis. Kif18A, a plus-end directed MT depolymerase kinesin, regulates MT dynamics, chromosome congression and cell division. In this study, we report that Kif18A is overexpressed in human breast cancers and Kif18A overexpression is associated with tumor grade, metastasis and poor survival. Functional analyses reveal that ectopic overexpression of Kif18A results in cell multinucleation, whereas ablation of Kif18A expression significantly inhibits the proliferative capability of breast cancer cells in vitro and in vivo. Inhibition of Kif18A not only affects the critical mitotic function of Kif18A but also decreases cancer cell migration by stabilizing MTs at leading edges and ultimately induces anoikis of cells with inactivation of the phosphatidylinositol 3-kinase-Akt signaling pathway. Together, our results indicate that Kif18A is involved in human breast carcinogenesis and may serve as a potential therapeutic target for human breast cancer.
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Affiliation(s)
- Chunpeng Zhang
- State Key Laboratory of Molecular Oncology and Department of Etiology and Carcinogenesis, Cancer Institute and Hospital, Chinese Academy of Medical Sciences, Beijing 100021, China
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Bach A, Chi CN, Pang GF, Olsen L, Kristensen AS, Jemth P, Strømgaard K. Design and synthesis of highly potent and plasma-stable dimeric inhibitors of the PSD-95-NMDA receptor interaction. Angew Chem Int Ed Engl 2010; 48:9685-9. [PMID: 19937879 DOI: 10.1002/anie.200904741] [Citation(s) in RCA: 51] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Affiliation(s)
- Anders Bach
- Department of Medicinal Chemistry, University of Copenhagen, Universitetsparken 2, 2100 Copenhagen, Denmark
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Bach A, Chi C, Pang G, Olsen L, Kristensen A, Jemth P, Strømgaard K. Design and Synthesis of Highly Potent and Plasma-Stable Dimeric Inhibitors of the PSD-95-NMDA Receptor Interaction. Angew Chem Int Ed Engl 2009. [DOI: 10.1002/ange.200904741] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
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Abstract
Chemical genetic screening can be described as a discovery approach in which chemicals are assayed for their effects on a defined biological system. The zebrafish, Danio rerio, is a well-characterized and genetically tractable vertebrate model organism that produces large numbers of rapidly developing embryos that develop externally. These characteristics allow for flexible, rapid and scalable chemical screen design using the zebrafish. We describe a protocol for screening compounds from a chemical library for effects on early zebrafish development using an automated in situ based read-out. As screenings are carried out in the context of a complete, developing organism, this approach allows for a more comprehensive analysis of the range of a chemical's effects than that provided by, for example, a cell culture-based or in vitro biochemical assay. Using a 24-h chemical treatment, one can complete a round of screening in 6 d.
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Affiliation(s)
- Charles K Kaufman
- Department of Medical Oncology, Dana Farber Cancer Institute, Boston, Massachusetts, USA
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22
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Sufrin JR, Finckbeiner S, Oliver CM. Marine-derived metabolites of S-adenosylmethionine as templates for new anti-infectives. Mar Drugs 2009; 7:401-34. [PMID: 19841722 PMCID: PMC2763108 DOI: 10.3390/md7030401] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2009] [Revised: 08/20/2009] [Accepted: 08/24/2009] [Indexed: 12/24/2022] Open
Abstract
S-Adenosylmethionine (AdoMet) is a key biochemical co-factor whose proximate metabolites include methylated macromolecules (e.g., nucleic acids, proteins, phospholipids), methylated small molecules (e.g., sterols, biogenic amines), polyamines (e.g., spermidine, spermine), ethylene, and N-acyl-homoserine lactones. Marine organisms produce numerous AdoMet metabolites whose novel structures can be regarded as lead compounds for anti-infective drug design.
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Affiliation(s)
- Janice R. Sufrin
- Department of Pharmacology and Therapeutics, Grace Cancer Drug Center, Roswell Park Cancer Institute, Buffalo, New York, NY, USA; E-Mails: (S.F.); (C.O.)
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Macauley MS, Vocadlo DJ. Increasing O-GlcNAc levels: An overview of small-molecule inhibitors of O-GlcNAcase. Biochim Biophys Acta Gen Subj 2009; 1800:107-21. [PMID: 19664691 DOI: 10.1016/j.bbagen.2009.07.028] [Citation(s) in RCA: 88] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2009] [Revised: 07/17/2009] [Accepted: 07/28/2009] [Indexed: 11/25/2022]
Abstract
The O-GlcNAc modification is found on many nucleocytoplasmic proteins. The dynamic nature of O-GlcNAc, which in some ways is reminiscent of phosphorylation, has enabled investigators to modulate the stoichiometry of O-GlcNAc on proteins in order to study its function. Although several genetic and pharmacological methods for manipulating O-GlcNAc levels have been described, one of the most direct approaches of increasing global O-GlcNAc levels is by using small-molecule inhibitors of O-GlcNAcase (OGA). As the interest in increasing O-GlcNAc levels has grown, so too has the number of OGA inhibitors. This review provides an overview of the available methods of increasing O-GlcNAc levels, with a special emphasis on inhibition of OGA by small molecules. Known inhibitors of OGA are discussed with particular attention on those most suitable for cell-based biological studies. Several examples in which OGA inhibitors have been used to study the functional role of the O-GlcNAc modification in biological systems are discussed, highlighting the pros and cons of different inhibitors.
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Affiliation(s)
- Matthew S Macauley
- Department of Chemistry, Simon Fraser University, Burnaby, British Columbia, Canada
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25
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Abstract
In this chapter, we outline the tools and techniques available to study the process of host cell invasion by apicomplexan parasites and we provide specific examples of how these methods have been used to further our understanding of apicomplexan invasive mechanisms. Throughout the chapter we focus our discussion on Toxoplasmagondii, because T. gondii is the most experimentally accessible model organism for studying apicomplexan invasion (discussed further in the section, "Toxoplasma as a Model Apicomplexan") and more is known about invasion in T. gondii than in any other apicomplexan.
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Müller J, Sperl B, Reindl W, Kiessling A, Berg T. Discovery of chromone-based inhibitors of the transcription factor STAT5. Chembiochem 2008; 9:723-7. [PMID: 18247434 DOI: 10.1002/cbic.200700701] [Citation(s) in RCA: 115] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Affiliation(s)
- Judith Müller
- Max Planck Institute of Biochemistry, Department of Molecular Biology, Am Klopferspitz 18, 82152 Martinsried, Germany
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Cordier C, Morton D, Murrison S, Nelson A, O'Leary-Steele C. Natural products as an inspiration in the diversity-oriented synthesis of bioactive compound libraries. Nat Prod Rep 2008; 25:719-37. [PMID: 18663392 PMCID: PMC2496956 DOI: 10.1039/b706296f] [Citation(s) in RCA: 163] [Impact Index Per Article: 10.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
The purpose of diversity-oriented synthesis is to drive the discovery of small molecules with previously unknown biological functions. Natural products necessarily populate biologically relevant chemical space, since they bind both their biosynthetic enzymes and their target macromolecules. Natural product families are, therefore, libraries of pre-validated, functionally diverse structures in which individual compounds selectively modulate unrelated macromolecular targets. This review describes examples of diversity-oriented syntheses which have, to some extent, been inspired by the structures of natural products. Particular emphasis is placed on innovations that allow the synthesis of compound libraries that, like natural products, are skeletally diverse. Mimicking the broad structural features of natural products may allow the discovery of compounds that modulate the functions of macromolecules for which ligands are not known. The ability of innovations in diversity-oriented synthesis to deliver such compounds is critically assessed.
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Müller J, Schust J, Berg T. A high-throughput assay for signal transducer and activator of transcription 5b based on fluorescence polarization. Anal Biochem 2008; 375:249-54. [DOI: 10.1016/j.ab.2008.01.017] [Citation(s) in RCA: 35] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2007] [Revised: 01/09/2008] [Accepted: 01/14/2008] [Indexed: 10/22/2022]
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30
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Zhang L, Zhu X, Zhao B, Zhao J, Zhang Y, Zhang S, Miao J. A novel isochroman derivative inhibited apoptosis in vascular endothelial cells through depressing the levels of integrin β4, p53 and ROS. Vascul Pharmacol 2008; 48:63-9. [DOI: 10.1016/j.vph.2007.11.007] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2007] [Accepted: 11/08/2007] [Indexed: 11/29/2022]
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Abstract
The mitotic spindle is an important target for cancer chemotherapy. The main protein target for drugs in clinical use is tubulin, the building block of microtubules. In recent years, other proteins of the mitotic spindle have been identified as potential targets for the development of more specific drugs with the hope that these will have fewer side effects than known antimitotics (taxanes, vinca alkaloids). The human genome contains more than 40 members of the kinesin superfamily, with at least 12 of these involved in mitosis and cytokinesis. HsEg5 (also called KSP, kinesin spindle protein), a member of the kinesin-5 family, involved in the formation of the bipolar spindle, is a very promising target for cancer chemotherapy with specific inhibitors in Phase I and II clinical trails. Several successful approaches exist today to screen Eg5 for inhibitors, including phenotype-based assays and simple in vitro assays that explore the intrinsic enzymatic ATPase activity of Eg5. Here, we describe a robust and straightforward in vitro method to rapidly screen Eg5 for inhibitors. The assay can easily be adapted to other mitotic kinesins that may be identified in the future as potential drug targets, or simply to obtain specific kinesin inhibitors for use in "chemical genetics" to study the function of this important class of proteins.
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32
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Kuijl C, Tuin AW, Overkleeft H, Neefjes J. Reciprocal chemical genetics for swift lead and target identification. MOLECULAR BIOSYSTEMS 2008; 4:1001-8. [DOI: 10.1039/b803265n] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
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Gonzales EE, van der Zee M, Dictus WJAG, van den Biggelaar J. Brefeldin A and monensin inhibit the D quadrant organizer in the polychaete annelids Arctonoe vittata and Serpula columbiana. Evol Dev 2007; 9:416-31. [PMID: 17845514 DOI: 10.1111/j.1525-142x.2007.00172.x] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
The D quadrant organizer is a developmental signaling center that is localized to the vegetal D quadrant in different spiral-cleaving lophotrochozoan embryos and may be homologous to axial organizing regions in other metazoans. Patterning by this organizing center creates a secondary developmental axis and is required for the transition from spiral to bilateral cleavage and later establishment of the adult body plan. Organizer specification in equal-cleaving embryos is thought to involve inductive interactions between opposing animal and vegetal blastomeres. To date, experimental demonstration of this interaction has been limited to molluscs and nemerteans. Here, we examine three families of equal-cleaving polychaete annelids for evidence of animal-vegetal contact. We find that contact is present in the polynoid, Arctonoe vittata, but is absent in the serpulid, Serpula columbiana, and in the oweniid, Oweniia fusiformis. To interfere with cell signaling during the period predicted for organizer specification and patterning in A. vittata and S. columbiana, we use two general inhibitors of protein processing and secretion: Brefeldin A (BFA) and monensin. In A. vittata, we detail subsequent embryonic and larval adult development and show that treatment with either chemical results in radialization of the embryo and subsequent body plan. Radialized larvae differentiate many larval and adult structures despite the loss of bilateral symmetry but do so in either a radially symmetric or four-fold radially symmetric fashion. Our results suggest that the D quadrant organizer is functionally conserved in equal-cleaving polychaetes, but that details of its specification, induction, and patterning have diverged relative to other spiral-cleaving phyla.
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Affiliation(s)
- Eric E Gonzales
- Department of Developmental Biology, University of Utrecht, Padualaan 8, 3584 CH, Utrecht, The Netherlands.
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34
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Walsh TA. The emerging field of chemical genetics: potential applications for pesticide discovery. PEST MANAGEMENT SCIENCE 2007; 63:1165-71. [PMID: 17912687 DOI: 10.1002/ps.1452] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/04/2023]
Abstract
The use of small molecules to probe biological systems, generally described as 'chemical genetics', has grown considerably in the past 7 years, especially in areas related to human biology and therapeutics. This review describes some aspects of chemical genetics technologies that can be usefully applied to pesticide target discovery and lead generation. The chemical genetics approach (consisting of a phenotype screen, a chemical library and a robust target identification methodology) is compared with conventional and target-based screening. The outcomes of a chemical genetics approach are novel protein targets coupled with in vivo-active chemical ligands. The 'chemistry-first' paradigm of the chemical genetics approach can circumvent some of the obstacles that have emerged for the exploitation of novel but chemically unvalidated targets identified from genetic or genomic screens. Some of the advantages and challenges in using chemical genetics approaches are reviewed.
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Affiliation(s)
- Terence A Walsh
- Dow AgroSciences, 9330 Zionsville Road, Indianapolis, IN 46268, USA.
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35
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Abstract
Recognition of some of the limitations of target-based drug discovery has recently led to the renaissance of a more holistic approach in which complex biological systems are investigated for phenotypic changes upon exposure to small molecules. The subsequent identification of the molecular targets that underlie an observed phenotypic response--termed target deconvolution--is an important aspect of current drug discovery, as knowledge of the molecular targets will greatly aid drug development. Here, the broad panel of experimental strategies that can be applied to target deconvolution is critically reviewed.
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Yuen CM, Rodda SJ, Vokes SA, McMahon AP, Liu DR. Control of transcription factor activity and osteoblast differentiation in mammalian cells using an evolved small-molecule-dependent intein. J Am Chem Soc 2007; 128:8939-46. [PMID: 16819890 PMCID: PMC2519127 DOI: 10.1021/ja062980e] [Citation(s) in RCA: 44] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
Inteins are naturally occurring protein elements that catalyze their own excision from within a larger protein together with the ligation of the flanking "extein" sequences. Previously we reported the directed evolution of an intein-based molecular switch in which intein splicing in yeast cells was made dependent on the cell-permeable small molecule 4-hydroxytamoxifen (4-HT). Here we show that these evolved inteins are effective means of rendering protein function and biological signaling pathway activation dependent on 4-HT in mammalian cells. We have characterized the generality, speed, and dose dependence of ligand-induced protein splicing in murine NIH3T3 cells and in human HEK293 cells. Evolved inteins were used to control in mammalian cells the function of Gli1 and a truncated form of Gli3, two transcriptional mediators of the Hedgehog signaling pathway. Finally, we show that a complex biological process such as osteoblast differentiation can be made dependent on 4-HT using the evolved intein system. Our findings suggest that evolved small-molecule-dependent inteins may serve as a general means of achieving gene-specific, dose-dependent, post-translational, and small-molecule-induced control over protein activity in mammalian systems.
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Affiliation(s)
- Courtney M Yuen
- Department of Chemistry and Chemical Biology, Howard Hughes Medical Institute, Harvard University, Cambridge, Massachusetts 02138, USA
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37
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Affiliation(s)
- Daniel P Walsh
- Department of Chemistry, New York University, New York, New York 10003, USA
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38
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Walsh TA, Bauer T, Neal R, Merlo AO, Schmitzer PR, Hicks GR, Honma M, Matsumura W, Wolff K, Davies JP. Chemical genetic identification of glutamine phosphoribosylpyrophosphate amidotransferase as the target for a novel bleaching herbicide in Arabidopsis. PLANT PHYSIOLOGY 2007; 144:1292-304. [PMID: 17616508 PMCID: PMC1914136 DOI: 10.1104/pp.107.099705] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/16/2007] [Accepted: 05/19/2007] [Indexed: 05/16/2023]
Abstract
A novel phenyltriazole acetic acid compound (DAS734) produced bleaching of new growth on a variety of dicotyledonous weeds and was a potent inhibitor of Arabidopsis (Arabidopsis thaliana) seedling growth. The phytotoxic effects of DAS734 on Arabidopsis were completely alleviated by addition of adenine to the growth media. A screen of ethylmethanesulfonate-mutagenized Arabidopsis seedlings recovered seven lines with resistance levels to DAS734 ranging from 5- to 125-fold. Genetic tests determined that all the resistance mutations were dominant and allelic. One mutation was mapped to an interval on chromosome 4 containing At4g34740, which encodes an isoform of glutamine phosphoribosylamidotransferase (AtGPRAT2), the first enzyme of the purine biosynthetic pathway. Sequencing of At4g34740 from the resistant lines showed that all seven contained mutations producing changes in the encoded polypeptide sequence. Two lines with the highest level of resistance (125-fold) contained the mutation R264K. The wild-type and mutant AtGPRAT2 enzymes were cloned and functionally overexpressed in Escherichia coli. Assays of the recombinant enzyme showed that DAS734 was a potent, slow-binding inhibitor of the wild-type enzyme (I(50) approximately 0.2 microm), whereas the mutant enzyme R264K was not significantly inhibited by 200 microm DAS734. Another GPRAT isoform in Arabidopsis, AtGPRAT3, was also inhibited by DAS734. This combination of chemical, genetic, and biochemical evidence indicates that the phytotoxicity of DAS734 arises from direct inhibition of GPRAT and establishes its utility as a new and specific chemical genetic probe of plant purine biosynthesis. The effects of this novel GPRAT inhibitor are compared to the phenotypes of known AtGPRAT genetic mutants.
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Affiliation(s)
- Terence A Walsh
- Dow AgroSciences, Discovery Research, Indianapolis, IN 46268, USA.
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Fairn GD, MacDonald K, McMaster CR. A Chemogenomic Screen in Saccharomyces cerevisiae Uncovers a Primary Role for the Mitochondria in Farnesol Toxicity and Its Regulation by the Pkc1 Pathway. J Biol Chem 2007; 282:4868-4874. [PMID: 17164236 DOI: 10.1074/jbc.m610575200] [Citation(s) in RCA: 52] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
The isoprenoid farnesol has been shown to preferentially induce apoptosis in cancerous cells; however, the mode of action of farnesol-induced death is not established. We used chemogenomic profiling using Saccharomyces cerevisiae to probe the core cellular processes targeted by farnesol. This screen revealed 48 genes whose inactivation increased sensitivity to farnesol. The gene set indicated a role for the generation of oxygen radicals by the Rieske iron-sulfur component of complex III of the electron transport chain as a major mediator of farnesol-induced cell death. Consistent with this, loss of mitochondrial DNA, which abolishes electron transport, resulted in robust resistance to farnesol. A genomic interaction map predicted interconnectedness between the Pkc1 signaling pathway and farnesol sensitivity via regulation of the generation of reactive oxygen species. Consistent with this prediction (i) Pkc1, Bck1, and Mkk1 relocalized to the mitochondria upon farnesol addition, (ii) inactivation of the only non-essential and non-redundant member of the Pkc1 signaling pathway, BCK1, resulted in farnesol sensitivity, and (iii) expression of activated alleles of PKC1, BCK1, and MKK1 increased resistance to farnesol and hydrogen peroxide. Sensitivity to farnesol was not affected by the presence of the osmostabilizer sorbitol nor did farnesol affect phosphorylation of the ultimate Pkc1-responsive kinase responsible for controlling the cell wall integrity pathway, Slt2. The data indicate that the generation of reactive oxygen species by the electron transport chain is a primary mechanism by which farnesol kills cells. The Pkc1 signaling pathway regulates farnesol-mediated cell death through management of the generation of reactive oxygen species.
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Affiliation(s)
- Gregory D Fairn
- Departments of Pediatrics and Biochemistry and Molecular Biology, Atlantic Research Centre, Dalhousie University, Nova Scotia B3H 4H7, Canada
| | - Kendra MacDonald
- Departments of Pediatrics and Biochemistry and Molecular Biology, Atlantic Research Centre, Dalhousie University, Nova Scotia B3H 4H7, Canada
| | - Christopher R McMaster
- Departments of Pediatrics and Biochemistry and Molecular Biology, Atlantic Research Centre, Dalhousie University, Nova Scotia B3H 4H7, Canada.
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Adams DS, Levin M. Inverse drug screens: a rapid and inexpensive method for implicating molecular targets. Genesis 2007; 44:530-40. [PMID: 17078061 PMCID: PMC3142945 DOI: 10.1002/dvg.20246] [Citation(s) in RCA: 44] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Identification of gene products that function in some specific process of interest is a common goal in developmental biology. Although use of drug compounds to probe biological systems has a very long history in teratology and toxicology, systematic hierarchical drug screening has not been capitalized upon by the developmental biology community. This "chemical genetics" approach can greatly benefit the study of embryonic and regenerative systems, and we have formalized a strategy for using known pharmacological compounds to implicate specific molecular candidates in any chosen biological phenomenon. Taking advantage of a hierarchical structure that can be imposed on drug reagents in a number of fields such as ion transport, neurotransmitter function, metabolism, and cytoskeleton, any assay can be carried out as a binary search algorithm. This inverse drug screen methodology is much more efficient than exhaustive testing of large numbers of drugs, and reveals the identity of a manageable number of specific molecular candidates that can then be validated and targeted using more expensive and specific molecular reagents. Here, we describe the process of this loss-of-function screen and illustrate its use in uncovering novel bioelectrical and serotonergic mechanisms in embryonic patterning. This technique is an inexpensive and rapid complement to existing molecular screening strategies. Moreover, it is applicable to maternal proteins, and model species in which traditional genetic screens are not feasible, significantly extending the opportunities to identify key endogenous players in biological processes.
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Affiliation(s)
| | - Michael Levin
- Correspondence to: Michael Levin, Center for Regenerative and Developmental Biology, Forsyth Institute and Developmental Biology Department, Harvard School of Dental Medicine, 140 The Fenway, Boston, MA 02115.
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Gonzales EE, van der Zee M, Dictus WJAG, van den Biggelaar J. Brefeldin A or monensin inhibits the 3D organizer in gastropod, polyplacophoran, and scaphopod molluscs. Dev Genes Evol 2006; 217:105-18. [PMID: 17120024 DOI: 10.1007/s00427-006-0118-z] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2006] [Accepted: 10/17/2006] [Indexed: 10/23/2022]
Abstract
In molluscs, the 3D vegetal blastomere acts as a developmental signaling center, or organizer, and is required to establish bilateral symmetry in the embryo. 3D is similar to organizing centers in other metazoans, but detailed comparisons are difficult, in part because its organizing function is poorly understood. To elucidate 3D function in a standardized fashion, we used monensin and brefeldin A (BFA) to rapidly and reversibly interfere with protein processing and secretion, thereby inhibiting the signaling interactions that underlie its specification and patterning. In the gastropods, Patella vulgata and Lymnaea stagnalis, the polyplacophoran, Mopalia muscosa, and the scaphopod, Antalis entalis, treatments initiated before the organizer-dependent onset of bilateral cleavage resulted in radialization of subsequent development. In radialized P. vulgata, L. stagnalis, and M. muscosa, organizer specification was blocked, and embryos failed to make the transition to bilateral cleavage. In all four species, the subsequent body plan was radially symmetric and was similarly organized about a novel aboral-oral axis. Our results demonstrate that brefeldin A (BFA) and monensin can be used to inhibit 3D's organizing function in a comparative fashion and that, at least in M. muscosa, the organizer-dependent developmental architecture of the embryo predicts subsequent patterns of morphogenetic movements in gastrulation and, ultimately, the layout of the adult body plan.
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Affiliation(s)
- Eric E Gonzales
- Department of Developmental Biology, University of Utrecht, Padualaan 8, 3584 CH, Utrecht, The Netherlands.
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42
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Atilla-Gokcumen GE, Williams DS, Bregman H, Pagano N, Meggers E. Organometallic compounds with biological activity: a very selective and highly potent cellular inhibitor for glycogen synthase kinase 3. Chembiochem 2006; 7:1443-50. [PMID: 16858717 DOI: 10.1002/cbic.200600117] [Citation(s) in RCA: 102] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
A chiral second-generation organoruthenium half-sandwich compound is disclosed that shows a remarkable selectivity and cellular potency for the inhibition of glycogen synthase kinase 3 (GSK-3). The selectivity was evaluated against a panel of 57 protein kinases, in which no other kinase was inhibited to the same extent, with a selectivity window of at least tenfold to more than 1000-fold at 100 microM ATP. Furthermore, a comparison with organic GSK-3 inhibitors demonstrated the superior cellular activity of this ruthenium compound: wnt signaling was fully induced at concentrations down to 30 nM. For comparison, the well-established organic GSK-3 inhibitors 6-bromoindirubin-3'-oxime (BIO) and kenpaullone activate the wnt pathway at concentrations that are higher by around 30-fold and 100-fold, respectively. The treatment of zebrafish embryos with the organometallic inhibitor resulted in a phenotype that is typical for the inhibition of GSK-3. No phenotypic change was observed with the mirror-imaged ruthenium complex. The latter does not, in fact, show any of the pharmacological properties for the inhibition of GSK-3. Overall, these results demonstrate the potential usefulness of organometallic compounds as molecular probes in cultured cells and whole organisms.
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Affiliation(s)
- G Ekin Atilla-Gokcumen
- Department of Chemistry, University of Pennsylvania, 231 South 34th Street, Philadelphia, PA 19104, USA
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43
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Reddy PT, Quevillon S, Gan Z, Forbes N, Leek DM, Arya P. Solution- and Solid-Phase, Modular Approaches for Obtaining Different Natural Product-Like Polycyclic Architectures from an Aminoindoline Scaffold for Combinatorial Chemistry. ACTA ACUST UNITED AC 2006; 8:856-71. [PMID: 17096575 DOI: 10.1021/cc0600573] [Citation(s) in RCA: 16] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
With the goal of developing a modular approach leading to different indoline alkaloid natural-product-like tricyclic derivatives having an unsaturated lactam (see compounds 13, 14, and 16), an aminoindoline-based bicyclic scaffold 10 was obtained from 9. The selective deprotection of the indoline NTeoc or benzylic NHAlloc in compound 10, followed by N-acryloylation and then subjection to a ring-closing metathesis reaction, successfully led to obtaining two different architectures (13/14 and 16) having an unsaturated lactam functionality. This modular solution-phase methodology was then developed on solid phase. To achieve this objective, the aminoindoline bicyclic scaffold having an additional hydroxyl group could be immobilized onto the solid support using alkylsilyl linker-based polystyrene macrobeads, giving 18. By applying a ring-closing metathesis approach, 20 (tricyclic derivative with seven-membered-ring unsaturated lactam) and 23 (tricyclic derivative with eight-membered-ring unsaturated lactam) were then obtained from 18 in a number of steps.
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Affiliation(s)
- P Thirupathi Reddy
- Steacie Institute for Molecular Sciences, National Research Council of Canada, Ottawa, Ontario, Canada, K1A 0R6
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44
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Lee NK, Kapanidis AN, Koh HR, Korlann Y, Ho SO, Kim Y, Gassman N, Kim SK, Weiss S. Three-color alternating-laser excitation of single molecules: monitoring multiple interactions and distances. Biophys J 2006; 92:303-12. [PMID: 17040983 PMCID: PMC1697855 DOI: 10.1529/biophysj.106.093211] [Citation(s) in RCA: 153] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/24/2023] Open
Abstract
We introduce three-color alternating-laser excitation (3c-ALEX), a fluorescence resonance energy transfer (FRET) method that measures up to three intramolecular distances and complex interaction stoichiometries of single molecules in solution. This tool extends substantially the capabilities of two-color ALEX, which employs two alternating lasers to study molecular interactions (through probe stoichiometry S) and intramolecular distances (through FRET efficiency E), and sorts fluorescent molecules in multi-dimensional probe-stoichiometry and FRET-efficiency histograms. Probe-stoichiometry histograms allowed analytical sorting, identification, and selection of diffusing species; selected molecules were subsequently represented in FRET-efficiency histograms, generating up to three intramolecular distances. Using triply labeled DNAs, we established that 3c-ALEX enables 1), FRET-independent analysis of three-component interactions; 2), observation and sorting of singly, doubly, and triply labeled molecules simultaneously present in solution; 3), measurements of three intramolecular distances within single molecules from a single measurement; and 4), dissection of conformational heterogeneity with improved resolution compared to conventional single-molecule FRET. We also used 3c-ALEX to study large biomolecules such as RNA polymerase-DNA transcription complexes, and monitor the downstream translocation of RNA polymerase on DNA from two perspectives within the complex. This study paves the way for advanced single-molecule analysis of complex mixtures and biomolecular machinery.
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Affiliation(s)
- Nam Ki Lee
- School of Chemistry, Seoul National University, Seoul, Korea
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45
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Mitchell JM, Shaw JT. A Structurally Diverse Library of Polycyclic Lactams Resulting from Systematic Placement of Proximal Functional Groups. Angew Chem Int Ed Engl 2006. [DOI: 10.1002/ange.200503341] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
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46
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Mitchell JM, Shaw JT. A Structurally Diverse Library of Polycyclic Lactams Resulting from Systematic Placement of Proximal Functional Groups. Angew Chem Int Ed Engl 2006; 45:1722-6. [PMID: 16482504 DOI: 10.1002/anie.200503341] [Citation(s) in RCA: 59] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Affiliation(s)
- Judith M Mitchell
- Department of Chemical Biology, Broad Institute of Harvard and MIT, Cambridge, MA 02141, USA
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47
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Choi Y, Shimogawa H, Murakami K, Ramdas L, Zhang W, Qin J, Uesugi M. Chemical Genetic Identification of the IGF-Linked Pathway that Is Mediated by STAT6 and MFP2. ACTA ACUST UNITED AC 2006; 13:241-9. [PMID: 16638529 DOI: 10.1016/j.chembiol.2005.12.011] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2005] [Revised: 12/22/2005] [Accepted: 12/28/2005] [Indexed: 10/24/2022]
Abstract
Insulin-like growth factor 2 (IGF2) is a potent mitogen whose deregulation plays a role in developing liver, breast, and prostate cancers. Here, we take a small-molecule approach to investigate molecular pathways that modulate IGF2 signaling, by using chromeceptin, a synthetic molecule that selectively impairs the viability and growth of IGF2-overexpressing hepatocellular carcinoma cells. Affinity purification revealed that chromeceptin binds to multifunctional protein 2 (MFP-2), a seemingly multifunctional enzyme implicated in peroxisomal beta-oxidation. The small molecule-protein interaction stimulates the expression of IGF binding protein 1 (IGFBP-1) and suppressor of cytokine signaling-3 (SOCS-3), two cellular attenuators of the IGF signals, through activation of signal transducers and activators of transcription 6 (STAT6). The results underline the importance of STATs in IGF/insulin regulation, and they implicate a new pathway for STAT6 activation that is amenable to small-molecule intervention.
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Affiliation(s)
- Yongmun Choi
- TheVerna and Marrs McLean Department of Biochemistry and Molecular Biology, Baylor College of Medicine, Houston, Texas 77030, USA
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48
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Xu B, Pelish H, Kirchhausen T, Hammond GB. Large scale synthesis of the Cdc42 inhibitor secramine A and its inhibition of cell spreading. Org Biomol Chem 2006; 4:4149-57. [PMID: 17312971 DOI: 10.1039/b609143a] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
We describe a large scale synthesis of secramine A. Consistent with its ability to inhibit activation of the small GTPase Cdc42, we find that secramine A inhibits cell spreading, a process previously shown to be Cdc42-dependent.
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Affiliation(s)
- Bo Xu
- Department of Chemistry, University of Louisville, Louisville, Kentucky, 40292, USA
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49
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50
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Shin KD, Lee MY, Shin DS, Lee S, Son KH, Koh S, Paik YK, Kwon BM, Han DC. Blocking tumor cell migration and invasion with biphenyl isoxazole derivative KRIBB3, a synthetic molecule that inhibits Hsp27 phosphorylation. J Biol Chem 2005; 280:41439-48. [PMID: 16234246 DOI: 10.1074/jbc.m507209200] [Citation(s) in RCA: 146] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
Abstract
Cell migration is a prerequisite for cancer invasion and metastasis, suggesting cell motility as a potential therapeutic target for cancer treatment. A synthetic library was screened to identify inhibitors of tumor cell migration. From this, we discovered that CAC-1098 (aurintricarboxylic acid) and CBI-0997 (5-(2,4-dimethoxy-5-ethylphenyl)-4-(4-bromophenyl) isoxazole) inhibited migration of MDA-MB-231 cells with IC50 = 5 and 50 nM, respectively. We synthesized KRIBB3 (5-(5-ethyl-2-hydroxy-4-methoxyphenyl)-4-(4-methoxyphenyl) isoxazole) by replacing the bromide group of CBI-0997 with a methoxyl group. Like CBI-0997, KRIBB3 has anti-migratory and anti-invasive activities in MDA-MB-231 cells. Because KRIBB3 has a better drug-like structure, we focused our effort on further understanding its anti-migratory mechanism. Biotinyl-KRIBB3 was synthesized as an affinity probe for identification of KRIBB3-binding proteins. Using affinity chromatography, we identified Hsp27 as a target protein of KRIBB3 in vitro. Treatment of MDA-MB-231 cells with phorbol 12-myristate 13-acetate induced protein kinase C-dependent phosphorylation of Hsp27 and tumor cell migration. In contrast, treatment of MDA-MB-231 cells with KRIBB3 blocked phorbol 12-myristate 13-acetate-induced phosphorylation of Hsp27 and tumor cell migration. Furthermore, overexpression of Hsp27 antagonized the inhibitory effect of KRIBB3 on tumor cell invasion, and knockdown of Hsp27 using small interfering RNA inhibited tumor cell migration. Overall, our results demonstrate that KRIBB3 inhibits tumor cell migration and invasion by blocking protein kinase C-dependent phosphorylation of Hsp27 through its direct binding to Hsp27.
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MESH Headings
- Amino Acid Sequence
- Anisoles/chemistry
- Anisoles/pharmacology
- Antineoplastic Agents/pharmacology
- Blotting, Western
- Bromides/chemistry
- Cell Line, Tumor
- Cell Membrane/metabolism
- Cell Movement
- Chromatography, Affinity
- Crk-Associated Substrate Protein/metabolism
- DNA, Complementary/metabolism
- Dose-Response Relationship, Drug
- Drug Screening Assays, Antitumor
- Enzyme Activation
- Enzyme Inhibitors/pharmacology
- Focal Adhesion Protein-Tyrosine Kinases/metabolism
- HSP27 Heat-Shock Proteins
- Heat-Shock Proteins/antagonists & inhibitors
- Humans
- Inhibitory Concentration 50
- Intracellular Signaling Peptides and Proteins
- Isoxazoles/chemistry
- Isoxazoles/pharmacology
- Models, Chemical
- Molecular Chaperones
- Molecular Sequence Data
- Neoplasm Invasiveness
- Neoplasm Proteins/antagonists & inhibitors
- Neoplasms/drug therapy
- Neoplasms/metabolism
- Phosphatidylinositol 3-Kinases/metabolism
- Phosphorylation
- Protein Binding
- Protein Kinase C/metabolism
- Protein Serine-Threonine Kinases/metabolism
- Protein Structure, Tertiary
- RNA, Small Interfering/chemistry
- RNA, Small Interfering/metabolism
- Time Factors
- Transfection
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Affiliation(s)
- Ki Deok Shin
- Korea Research Institute of Bioscience and Biotechnology, 52 Uendong Yoosunggu, Daejeon 305-600, Korea
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