1
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Nooti S, Naylor M, Long T, Groll B, Manu. LucFlow: A method to measure Luciferase reporter expression in single cells. PLoS One 2023; 18:e0292317. [PMID: 37792708 PMCID: PMC10550117 DOI: 10.1371/journal.pone.0292317] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2023] [Accepted: 09/18/2023] [Indexed: 10/06/2023] Open
Abstract
Reporter assays, in which the expression of an inert protein is driven by gene regulatory elements such as promoters and enhancers, are a workhorse for investigating gene regulation. Techniques for measuring reporter gene expression vary from single-cell or single-molecule approaches having low throughput to bulk Luciferase assays that have high throughput. We developed a Luciferase Reporter Assay using Flow-Cytometry (LucFlow), which measures reporter expression in single cells immunostained for Luciferase. We optimized and tested LucFlow with a murine cell line that can be differentiated into neutrophils, into which promoter-reporter and enhancer-promoter-reporter constructs have been integrated in a site-specific manner. The single-cell measurements are comparable to bulk ones but we found that dead cells have no detectable Luciferase protein, so that bulk assays underestimate reporter expression. LucFlow is able to achieve a higher accuracy than bulk methods by excluding dead cells during flow cytometry. Prior to fixation and staining, the samples are spiked with stained cells that can be discriminated during flow cytometry and control for tube-to-tube variation in experimental conditions. Computing fold change relative to control cells allows LucFlow to achieve a high level of precision. LucFlow, therefore, enables the accurate and precise measurement of reporter expression in a high throughput manner.
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Affiliation(s)
- Sunil Nooti
- Department of Biology, University of North Dakota, Grand Forks, ND, United States of America
| | - Madison Naylor
- Department of Biology, University of North Dakota, Grand Forks, ND, United States of America
| | - Trevor Long
- Department of Biology, University of North Dakota, Grand Forks, ND, United States of America
| | - Brayden Groll
- Department of Biology, University of North Dakota, Grand Forks, ND, United States of America
| | - Manu
- Department of Biology, University of North Dakota, Grand Forks, ND, United States of America
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2
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Wang H, Xie M, Rizzi G, Li X, Tan K, Fussenegger M. Identification of Sclareol As a Natural Neuroprotective Ca v 1.3-Antagonist Using Synthetic Parkinson-Mimetic Gene Circuits and Computer-Aided Drug Discovery. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2022; 9:e2102855. [PMID: 35040584 PMCID: PMC8895113 DOI: 10.1002/advs.202102855] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/04/2021] [Revised: 11/30/2021] [Indexed: 05/14/2023]
Abstract
Parkinson's disease (PD) results from selective loss of substantia nigra dopaminergic (SNc DA) neurons, and is primarily caused by excessive activity-related Ca2+ oscillations. Although L-type voltage-gated calcium channel blockers (CCBs) selectively inhibiting Cav 1.3 are considered promising candidates for PD treatment, drug discovery is hampered by the lack of high-throughput screening technologies permitting isoform-specific assessment of Cav-antagonistic activities. Here, a synthetic-biology-inspired drug-discovery platform enables identification of PD-relevant drug candidates. By deflecting Cav-dependent activation of nuclear factor of activated T-cells (NFAT)-signaling to repression of reporter gene translation, they engineered a cell-based assay where reporter gene expression is activated by putative CCBs. By using this platform in combination with in silico virtual screening and a trained deep-learning neural network, sclareol is identified from a essential oils library as a structurally distinctive compound that can be used for PD pharmacotherapy. In vitro studies, biochemical assays and whole-cell patch-clamp recordings confirmed that sclareol inhibits Cav 1.3 more strongly than Cav 1.2 and decreases firing responses of SNc DA neurons. In a mouse model of PD, sclareol treatment reduced DA neuronal loss and protected striatal network dynamics as well as motor performance. Thus, sclareol appears to be a promising drug candidate for neuroprotection in PD patients.
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Affiliation(s)
- Hui Wang
- Department of Biosystems Science and EngineeringETH ZurichMattenstrasse 26Basel4058Switzerland
- Present address:
Lonza AGLonzastrasseVisp3930Switzerland
| | - Mingqi Xie
- Department of Biosystems Science and EngineeringETH ZurichMattenstrasse 26Basel4058Switzerland
- Present address:
Key Laboratory of Growth Regulation and Translational Research of Zhejiang ProvinceSchool of Life SciencesWestlake UniversityShilongshan Road 18HangzhouP. R. China
| | - Giorgio Rizzi
- BiozentrumUniversity of BaselKlingelbergstrasse 50/70Basel4056Switzerland
- Present address:
Inscopix IncEmbarcadero WayPalo AltoCA94303USA
| | - Xin Li
- Department of Biosystems Science and EngineeringETH ZurichMattenstrasse 26Basel4058Switzerland
- Present address:
Key Laboratory of Growth Regulation and Translational Research of Zhejiang ProvinceSchool of Life SciencesWestlake UniversityShilongshan Road 18HangzhouP. R. China
| | - Kelly Tan
- BiozentrumUniversity of BaselKlingelbergstrasse 50/70Basel4056Switzerland
| | - Martin Fussenegger
- Department of Biosystems Science and EngineeringETH ZurichMattenstrasse 26Basel4058Switzerland
- University of BaselFaculty of ScienceMattenstrasse 26BaselCH‐4058Switzerland
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3
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Dahlin JL, Auld DS, Rothenaigner I, Haney S, Sexton JZ, Nissink JWM, Walsh J, Lee JA, Strelow JM, Willard FS, Ferrins L, Baell JB, Walters MA, Hua BK, Hadian K, Wagner BK. Nuisance compounds in cellular assays. Cell Chem Biol 2021; 28:356-370. [PMID: 33592188 PMCID: PMC7979533 DOI: 10.1016/j.chembiol.2021.01.021] [Citation(s) in RCA: 28] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2020] [Revised: 01/02/2021] [Accepted: 01/27/2021] [Indexed: 12/17/2022]
Abstract
Compounds that exhibit assay interference or undesirable mechanisms of bioactivity ("nuisance compounds") are routinely encountered in cellular assays, including phenotypic and high-content screening assays. Much is known regarding compound-dependent assay interferences in cell-free assays. However, despite the essential role of cellular assays in chemical biology and drug discovery, there is considerably less known about nuisance compounds in more complex cell-based assays. In our view, a major obstacle to realizing the full potential of chemical biology will not just be difficult-to-drug targets or even the sheer number of targets, but rather nuisance compounds, due to their ability to waste significant resources and erode scientific trust. In this review, we summarize our collective academic, government, and industry experiences regarding cellular nuisance compounds. We describe assay design strategies to mitigate the impact of nuisance compounds and suggest best practices to efficiently address these compounds in complex biological settings.
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Affiliation(s)
- Jayme L Dahlin
- National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, MD 20850, USA.
| | - Douglas S Auld
- Novartis Institutes for Biomedical Research, Cambridge, MA 02139, USA
| | - Ina Rothenaigner
- Assay Development and Screening Platform, Helmholtz Zentrum Muenchen, 85764 Neuherberg, Germany
| | - Steve Haney
- Indiana Biosciences Research Institute, Indianapolis, IN 46202, USA
| | - Jonathan Z Sexton
- Department of Internal Medicine, Gastroenterology, Michigan Medicine at the University of Michigan, Ann Arbor, MI 48109, USA
| | | | - Jarrod Walsh
- Hit Discovery, Discovery Sciences, R&D, AstraZeneca, Alderley Park SK10 4TG, UK
| | | | | | | | - Lori Ferrins
- Department of Chemistry and Chemical Biology, Northeastern University, Boston, MA 02115, USA
| | - Jonathan B Baell
- Medicinal Chemistry, Monash Institute of Pharmaceutical Sciences, Monash University, Parkville, VIC 3052, Australia; School of Pharmaceutical Sciences, Nanjing Tech University, Nanjing 211816, People's Republic of China
| | - Michael A Walters
- Institute for Therapeutics Discovery and Development, University of Minnesota, Minneapolis, MN 55414, USA
| | - Bruce K Hua
- Chemical Biology and Therapeutics Science Program, Broad Institute, Cambridge, MA 02140, USA; Department of Chemistry and Chemical Biology, Harvard University, Cambridge, MA 02140, USA
| | - Kamyar Hadian
- Assay Development and Screening Platform, Helmholtz Zentrum Muenchen, 85764 Neuherberg, Germany
| | - Bridget K Wagner
- Chemical Biology and Therapeutics Science Program, Broad Institute, Cambridge, MA 02140, USA
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4
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Maier J, Elmenofi S, Taschauer A, Anton M, Sami H, Ogris M. Luminescent and fluorescent triple reporter plasmid constructs for Wnt, Hedgehog and Notch pathway. PLoS One 2019; 14:e0226570. [PMID: 31860685 PMCID: PMC6924688 DOI: 10.1371/journal.pone.0226570] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2019] [Accepted: 11/29/2019] [Indexed: 12/11/2022] Open
Abstract
Tracking the activity of signalling pathways is a fundamental method for basic science, as well as in cancer- and pharmaceutical research. The developmental pathways Wnt, Hedgehog and Notch are frequently deregulated in cancers and represent a valuable target for the discovery of novel anticancer compounds. Here we present reporter systems for tracking activity of these pathways by using specific promoter elements driving the expression of either sensitive luciferases or fluorescent proteins. A high level of sensitivity was obtained using the luciferase reporter genes for firefly (FLuc), secreted Gaussia (GLuc) and synthetic NanoLuc (NLuc). As fluorescent reporter proteins, mTurqouise2, tdTomato and iRFP720 were chosen. Specificity of pathway activity was validated by co-transfection with pathway activating genes, showing significant response to induction. In addition, multi-gene plasmids were cloned, allowing the detection of all three pathways by one vector. By using the multi-gene vector 3P-Luc (wnt-NLuc, hedgehog-FLuc, Notch-GLuc), we could unambiguously demonstrate the crosstalk between pathways, while excluding cross reactivity of luciferase substrates. First studies with synthetic compounds confirmed the applicability of the system for future drug screening approaches.
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Affiliation(s)
- Julia Maier
- Laboratory of MacroMolecular Cancer Therapeutics (MMCT), Center of Pharmaceutical Sciences, Department of Pharmaceutical Chemistry, University of Vienna, Althanstrasse, Vienna, Austria
| | - Salma Elmenofi
- Laboratory of MacroMolecular Cancer Therapeutics (MMCT), Center of Pharmaceutical Sciences, Department of Pharmaceutical Chemistry, University of Vienna, Althanstrasse, Vienna, Austria
| | - Alexander Taschauer
- Laboratory of MacroMolecular Cancer Therapeutics (MMCT), Center of Pharmaceutical Sciences, Department of Pharmaceutical Chemistry, University of Vienna, Althanstrasse, Vienna, Austria
| | - Martina Anton
- Institutes of Molecular Immunology and Experimental Oncology, Klinikum rechts der Isar, Technische Universität München, Munich, Germany
| | - Haider Sami
- Laboratory of MacroMolecular Cancer Therapeutics (MMCT), Center of Pharmaceutical Sciences, Department of Pharmaceutical Chemistry, University of Vienna, Althanstrasse, Vienna, Austria
- * E-mail: (MO); (HS)
| | - Manfred Ogris
- Laboratory of MacroMolecular Cancer Therapeutics (MMCT), Center of Pharmaceutical Sciences, Department of Pharmaceutical Chemistry, University of Vienna, Althanstrasse, Vienna, Austria
- * E-mail: (MO); (HS)
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5
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Ohgane K, Yoshioka H, Hashimoto Y. Multiplexing fluorogenic esterase-based viability assay with luciferase assays. MethodsX 2019; 6:2013-2020. [PMID: 31667098 PMCID: PMC6812399 DOI: 10.1016/j.mex.2019.09.008] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2019] [Accepted: 09/10/2019] [Indexed: 11/24/2022] Open
Abstract
Luciferase-based reporter assays are one of the most common cell-based screening formats for drug discovery, and simultaneous evaluation of the cytotoxic effect of test compounds is of great value in reducing false-positives. Here we share a multiplex assay protocol that allows sequential measurement of cell viability (cell number) and luciferase activity of the same sample in a multi-well-plate format. The viability assay employs a fluorogenic esterase substrate, CytoRed. This protocol allows sequential measurement of endogenous esterase activity (as a surrogate for cell number) and then luciferase activity in a single sample. The protocol eliminates the need for parallel viability assay or protein assay using separate aliquots of the lysate. This protocol is especially useful for assays with cells stably expressing a luciferase construct, for which co-transfection of another reporter gene is not a viable option.
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Affiliation(s)
- Kenji Ohgane
- Institute for Quantitative Biosciences, The University of Tokyo, 1-1-1 Yayoi, Bunkyo-ku, Tokyo 113-0032, Japan
| | - Hiromasa Yoshioka
- Institute for Quantitative Biosciences, The University of Tokyo, 1-1-1 Yayoi, Bunkyo-ku, Tokyo 113-0032, Japan
| | - Yuichi Hashimoto
- Institute for Quantitative Biosciences, The University of Tokyo, 1-1-1 Yayoi, Bunkyo-ku, Tokyo 113-0032, Japan
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6
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Two low complexity ultra-high throughput methods to identify diverse chemically bioactive molecules using Saccharomyces cerevisiae. Microbiol Res 2017; 199:10-18. [DOI: 10.1016/j.micres.2017.02.004] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2016] [Revised: 02/17/2017] [Accepted: 02/19/2017] [Indexed: 11/21/2022]
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7
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Cevenini L, Calabretta MM, Lopreside A, Branchini BR, Southworth TL, Michelini E, Roda A. Bioluminescence Imaging of Spheroids for High‐throughput Longitudinal Studies on 3D Cell Culture Models. Photochem Photobiol 2017; 93:531-535. [DOI: 10.1111/php.12718] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2016] [Accepted: 12/11/2016] [Indexed: 12/12/2022]
Affiliation(s)
- Luca Cevenini
- Department of Chemistry “G. Ciamician” University of Bologna Bologna Italy
| | | | - Antonia Lopreside
- Department of Chemistry “G. Ciamician” University of Bologna Bologna Italy
| | | | | | - Elisa Michelini
- Department of Chemistry “G. Ciamician” University of Bologna Bologna Italy
- Health Sciences and Technologies‐Interdepartmental Center for Industrial Research (HST‐ICIR) University of Bologna Bologna Italy
- INBB, Istituto Nazionale di Biostrutture e Biosistemi Roma Italy
| | - Aldo Roda
- Department of Chemistry “G. Ciamician” University of Bologna Bologna Italy
- INBB, Istituto Nazionale di Biostrutture e Biosistemi Roma Italy
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8
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Ley S, Galuba O, Salathe A, Melin N, Aebi A, Pikiolek M, Knehr J, Carbone W, Beibel M, Nigsch F, Roma G, d'Ario G, Kirkland S, Bouchez LC, Gubser Keller C, Bouwmeester T, Parker CN, Ruffner H. Screening of Intestinal Crypt Organoids: A Simple Readout for Complex Biology. SLAS DISCOVERY 2017; 22:571-582. [PMID: 28345372 DOI: 10.1177/2472555216683651] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Abstract
Oral and intestinal mucositis is a debilitating side effect of radiation treatment. A mouse model of radiation-induced mucositis leads to weight loss and tissue damage, reflecting the human ailment as it responds to keratinocyte growth factor (KGF), the standard-of-care treatment. Cultured intestinal crypt organoids allowed the development of an assay monitoring the effect of treatments of intestinal epithelium to radiation-induced damage. This in vitro assay resembles the mouse model as KGF and roof plate-specific spondin-1 (RSPO1) enhanced crypt organoid recovery following radiation. Screening identified compounds that increased the survival of organoids postradiation. Testing of these compounds revealed that the organoids changed their responses over time. Unbiased transcriptome analysis was performed on crypt organoid cultures at various time points in culture to investigate this adaptive behavior. A number of genes and pathways were found to be modulated over time, providing a rationale for the altered sensitivity of the organoid cultures. This report describes an in vitro assay that reflects aspects of human disease. The assay was used to identify bioactive compounds, which served as probes to interrogate the biology of crypt organoids over prolonged culture. The pathways that are changing over time may offer potential targets for treatment of mucositis.
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Affiliation(s)
- Svenja Ley
- 1 Novartis Institutes for BioMedical Research (NIBR), Developmental and Molecular Pathways (DMP), Basel, Switzerland
| | - Olaf Galuba
- 1 Novartis Institutes for BioMedical Research (NIBR), Developmental and Molecular Pathways (DMP), Basel, Switzerland
| | - Adrian Salathe
- 1 Novartis Institutes for BioMedical Research (NIBR), Developmental and Molecular Pathways (DMP), Basel, Switzerland
| | - Nicolas Melin
- 1 Novartis Institutes for BioMedical Research (NIBR), Developmental and Molecular Pathways (DMP), Basel, Switzerland
| | - Alexandra Aebi
- 1 Novartis Institutes for BioMedical Research (NIBR), Developmental and Molecular Pathways (DMP), Basel, Switzerland
| | - Monika Pikiolek
- 1 Novartis Institutes for BioMedical Research (NIBR), Developmental and Molecular Pathways (DMP), Basel, Switzerland
| | - Judith Knehr
- 1 Novartis Institutes for BioMedical Research (NIBR), Developmental and Molecular Pathways (DMP), Basel, Switzerland
| | - Walter Carbone
- 1 Novartis Institutes for BioMedical Research (NIBR), Developmental and Molecular Pathways (DMP), Basel, Switzerland
| | - Martin Beibel
- 1 Novartis Institutes for BioMedical Research (NIBR), Developmental and Molecular Pathways (DMP), Basel, Switzerland
| | - Florian Nigsch
- 1 Novartis Institutes for BioMedical Research (NIBR), Developmental and Molecular Pathways (DMP), Basel, Switzerland
| | - Guglielmo Roma
- 1 Novartis Institutes for BioMedical Research (NIBR), Developmental and Molecular Pathways (DMP), Basel, Switzerland
| | - Giovanni d'Ario
- 1 Novartis Institutes for BioMedical Research (NIBR), Developmental and Molecular Pathways (DMP), Basel, Switzerland
| | - Susan Kirkland
- 1 Novartis Institutes for BioMedical Research (NIBR), Developmental and Molecular Pathways (DMP), Basel, Switzerland
| | - Laure C Bouchez
- 1 Novartis Institutes for BioMedical Research (NIBR), Developmental and Molecular Pathways (DMP), Basel, Switzerland
| | - Caroline Gubser Keller
- 1 Novartis Institutes for BioMedical Research (NIBR), Developmental and Molecular Pathways (DMP), Basel, Switzerland
| | - Tewis Bouwmeester
- 1 Novartis Institutes for BioMedical Research (NIBR), Developmental and Molecular Pathways (DMP), Basel, Switzerland
| | - Christian N Parker
- 1 Novartis Institutes for BioMedical Research (NIBR), Developmental and Molecular Pathways (DMP), Basel, Switzerland
| | - Heinz Ruffner
- 1 Novartis Institutes for BioMedical Research (NIBR), Developmental and Molecular Pathways (DMP), Basel, Switzerland
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9
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Integrated Automation for Continuous High-Throughput Synthetic Chromosome Assembly and Transformation to Identify Improved Yeast Strains for Industrial Production of Biofuels and Bio-based Chemicals. Fungal Biol 2015. [DOI: 10.1007/978-3-319-10503-1_16] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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10
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Michelini E, Cevenini L, Calabretta MM, Calabria D, Roda A. Exploiting in vitro and in vivo bioluminescence for the implementation of the three Rs principle (replacement, reduction, and refinement) in drug discovery. Anal Bioanal Chem 2014; 406:5531-9. [PMID: 24908412 DOI: 10.1007/s00216-014-7925-2] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2014] [Revised: 05/22/2014] [Accepted: 05/23/2014] [Indexed: 12/21/2022]
Abstract
Bioluminescence-based analytical tools are suitable for high-throughput and high-content screening assays, finding widespread application in several fields related to the drug discovery process. Cell-based bioluminescence assays, because of their peculiar advantages of predictability, possibility of automation, multiplexing, and miniaturization, seem the most appealing tool for the high demands of the early stages of drug screening. Reporter gene technology and the bioluminescence resonance energy transfer principle are widely used, and receptor binding studies of new agonists/antagonists for a variety of human receptors expressed in different cell lines can be performed. Moreover, bioluminescence can be used for in vitro and in vivo real-time monitoring of pathophysiological processes within living cells and small animals. New luciferases and substrates have recently arrived on the market, further expanding the spectrum of applications. A new generation of probes are also emerging that promise to revolutionize the preclinical imaging market. This formidable toolbox is demonstrated to facilitate the implementation of the three Rs principle in the early drug discovery process, in compliance with ethical and responsible research to reduce cost and improve the reliability and predictability of results.
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Affiliation(s)
- Elisa Michelini
- Department of Chemistry "G. Ciamician, University of Bologna, Via Selmi 2, 40126, Bologna, Italy,
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11
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Didiot MC, Agarinis C, Varin T, Wu H, Nelson T, Selinger DW, King F, Schuffenhauer A, Parker CN. Glucocorticoid receptor ligands modulate Cardiovirus encephalomyocarditis virus internal ribosome entry site activity. Assay Drug Dev Technol 2013; 11:355-66. [PMID: 23906347 DOI: 10.1089/adt.2013.523] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
The use of small molecules to modulate cellular processes is a powerful approach to investigate gene function as a complement to genetic approaches. The discovery and characterization of compounds that modulate translation initiation, the rate-limiting step of protein synthesis, is important both to provide tool compounds to explore this fundamental biological process and to further evaluate protein synthesis as a therapeutic target. While most messenger ribonucleic acids (mRNAs) recruit ribosomes via their 5' cap, some viral and cellular mRNAs initiate protein synthesis via an alternative "cap-independent" mechanism utilizing internal ribosome entry sites (IRES) elements, which are complex mRNA secondary structures, localized within the 5' nontranslated region of the mRNA upstream of the AUG start codon. This report describes the design of a functional, high throughput screen of small molecules miniaturized into a 1,536-well format and performed using the luciferase reporter gene under control of the viral Cardiovirus encephalomyocarditis virus (EMCV) IRES element to identify nontoxic compounds modulating translation initiated from the EMCV IRES. One activating compound, validated in a dose response manner, has previously been shown to bind the glucocorticoid receptor (GR). Subsequent testing of additional GR modulators further supported this as the possible mechanism of action. Detailed characterization of this compound activity supported the notion that this was due to an effect at the level of translation.
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12
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Thorne N, Shen M, Lea WA, Simeonov A, Lovell S, Auld DS, Inglese J. Firefly luciferase in chemical biology: a compendium of inhibitors, mechanistic evaluation of chemotypes, and suggested use as a reporter. ACTA ACUST UNITED AC 2012; 19:1060-72. [PMID: 22921073 DOI: 10.1016/j.chembiol.2012.07.015] [Citation(s) in RCA: 108] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2012] [Revised: 06/25/2012] [Accepted: 07/19/2012] [Indexed: 12/20/2022]
Abstract
Firefly luciferase (FLuc) is frequently used as a reporter in high-throughput screening assays, owing to the exceptional sensitivity, dynamic range, and rapid measurement that bioluminescence affords. However, interaction of small molecules with FLuc has, to some extent, confounded its use in chemical biology and drug discovery. To identify and characterize chemotypes interacting with FLuc, we determined potency values for 360,864 compounds found in the NIH Molecular Libraries Small Molecule Repository, available in PubChem. FLuc inhibitory activity was observed for 12% of this library with discernible SAR. Characterization of 151 inhibitors demonstrated a variety of inhibition modes, including FLuc-catalyzed formation of multisubstrate adduct enzyme inhibitor complexes. As in some cell-based FLuc reporter assays, compounds acting as FLuc inhibitors yield paradoxical luminescence increases, thus data on compounds acquired from FLuc-dependent assays require careful analysis as described here.
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Affiliation(s)
- Natasha Thorne
- National Center for Advancing Translational Sciences, Bethesda, MD 20892-3370, USA
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13
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Didiot MC, Hewett J, Varin T, Freuler F, Selinger D, Nick H, Reinhardt J, Buckler A, Myer V, Schuffenhauer A, Guy CT, Parker CN. Identification of cardiac glycoside molecules as inhibitors of c-Myc IRES-mediated translation. ACTA ACUST UNITED AC 2012; 18:407-19. [PMID: 23150017 DOI: 10.1177/1087057112466698] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Translation initiation is a fine-tuned process that plays a critical role in tumorigenesis. The use of small molecules that modulate mRNA translation provides tool compounds to explore the mechanism of translational initiation and to further validate protein synthesis as a potential pharmaceutical target for cancer therapeutics. This report describes the development and use of a click beetle, dual luciferase cell-based assay multiplexed with a measure of compound toxicity using resazurin to evaluate the differential effect of natural products on cap-dependent or internal ribosome entry site (IRES)-mediated translation initiation and cell viability. This screen identified a series of cardiac glycosides as inhibitors of IRES-mediated translation using, in particular, the oncogene mRNA c-Myc IRES. Treatment of c-Myc-dependent cancer cells with these compounds showed a decrease in c-Myc protein associated with a significant modulation of cell viability. These findings suggest that inhibition of IRES-mediated translation initiation may be a strategy to inhibit c-Myc-driven tumorigenesis.
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14
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Tralau T, Luch A. Drug-mediated toxicity: illuminating the ‘bad’ in the test tube by means of cellular assays? Trends Pharmacol Sci 2012; 33:353-64. [DOI: 10.1016/j.tips.2012.03.015] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2012] [Revised: 03/12/2012] [Accepted: 03/28/2012] [Indexed: 12/19/2022]
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15
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Varin T, Didiot MC, Parker CN, Schuffenhauer A. Latent Hit Series Hidden in High-Throughput Screening Data. J Med Chem 2012; 55:1161-70. [DOI: 10.1021/jm201328e] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Affiliation(s)
- Thibault Varin
- Novartis Institutes for BioMedical Research, Forum
1, Novartis Campus, CH-4056 Basel, Switzerland
| | - Marie-Cecile Didiot
- Novartis Institutes for BioMedical Research, Forum
1, Novartis Campus, CH-4056 Basel, Switzerland
| | - Christian N. Parker
- Novartis Institutes for BioMedical Research, Forum
1, Novartis Campus, CH-4056 Basel, Switzerland
| | - Ansgar Schuffenhauer
- Novartis Institutes for BioMedical Research, Forum
1, Novartis Campus, CH-4056 Basel, Switzerland
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