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      Screening-based approach to discover effective platinum-based chemotherapies for cancers with poor prognosis

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          Abstract

          Drug combinations are extensively used to treat cancer and are often selected according to complementary mechanisms. Here, we describe a cell-based high-throughput screening assay for identification of synergistic combinations between broadly applied platinum-based chemotherapeutics and drugs from a library composed of 1280 chemically and pharmacologically diverse (mostly FDA approved) compounds. The assay was performed on chemoresistant cell lines derived from lung (A549) and pancreatic (PANC-1) carcinoma, where platinum-based combination regimens are currently applied though with limited success. The synergistic combinations identified during the screening were validated by synergy quantification using the combination index method and via high content fluorescent microscopy analysis. New promising synergistic combinations discovered using this approach include compounds currently not used as anticancer drugs, such as cisplatin or carboplatin with hycanthone and cisplatin with spironolactone in pancreatic carcinoma, and carboplatin and deferoxamine in non-small cell lung cancer. Strong synergy between cisplatin or carboplatin and topotecan in PANC-1 cells, compared to A549 cells, suggests that this combination, currently used in lung cancer treatment regimens, could be applied to pancreatic carcinoma as well. Several drugs used to treat diseases other than cancer, including pyrvinium pamoate, auranofin, terfenadine and haloprogin, showed strong cytotoxicity on their own and synergistic interactions with platinum drugs. This study demonstrates that non-obvious drug combinations that would not be selected based on complementary mechanisms can be identified via high-throughput screening.

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          Most cited references38

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          CellProfiler Analyst: data exploration and analysis software for complex image-based screens

          Background Image-based screens can produce hundreds of measured features for each of hundreds of millions of individual cells in a single experiment. Results Here, we describe CellProfiler Analyst, open-source software for the interactive exploration and analysis of multidimensional data, particularly data from high-throughput, image-based experiments. Conclusion The system enables interactive data exploration for image-based screens and automated scoring of complex phenotypes that require combinations of multiple measured features per cell.
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            40-year trends in an index of survival for all cancers combined and survival adjusted for age and sex for each cancer in England and Wales, 1971-2011: a population-based study.

            Assessment of progress in cancer control at the population level is increasingly important. Population-based survival trends provide a key insight into the overall effectiveness of the health system, alongside trends in incidence and mortality. For this purpose, we aimed to provide a unique measure of cancer survival.
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              Auranofin: Repurposing an Old Drug for a Golden New Age

              Drug discovery, development and registration is an expensive and time-consuming process associated with a high failure rate [Pessetto et al. (Mol Cancer Ther 12:1299–1309, 2013), Woodcock and Woosley (Annu Rev Med 59:1–12, 2008)]. Drug ‘repurposing’ is the identification of new therapeutic purposes for already approved drugs and is more affordable and achievable than novel drug discovery [Pessetto et al. (Mol Cancer Ther 12:1299–1309, 2013)]. Auranofin is a drug that is approved for the treatment of rheumatoid arthritis but is being investigated for potential therapeutic application in a number of other diseases including cancer, neurodegenerative disorders, HIV/AIDS, parasitic infections and bacterial infections [Tejman-Yarden et al. (Antimicrob Agents Chemother 57:2029–2035, 2013)]. The main mechanism of action of auranofin is through the inhibition of reduction/oxidation (redox) enzymes that are essential for maintaining intracellular levels of reactive oxygen species. Inhibition of these enzymes leads to cellular oxidative stress and intrinsic apoptosis [Pessetto et al. (Mol Cancer Ther 12:1299–1309, 2013), Fan et al. (Cell Death Dis 5:e1191, 2014), Fiskus et al. (Cancer Res 74:2520–2532, 2014), Marzano et al. (Free Radic Biol Med 42:872–881, 2007)]. Drugs such as auranofin that have already been approved for human use [Tejman-Yarden et al. (Antimicrob Agents Chemother 57:2029–2035, 2013)] can be brought into clinical use for other diseases relatively quickly and for a fraction of the cost of new drugs.
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                Author and article information

                Contributors
                Role: ConceptualizationRole: Data curationRole: Formal analysisRole: Funding acquisitionRole: InvestigationRole: MethodologyRole: Project administrationRole: ValidationRole: VisualizationRole: Writing – original draft
                Role: Data curationRole: Formal analysisRole: InvestigationRole: MethodologyRole: Project administrationRole: VisualizationRole: Writing – review & editing
                Role: Formal analysisRole: SoftwareRole: Writing – review & editing
                Role: Funding acquisitionRole: ResourcesRole: Writing – review & editing
                Role: ConceptualizationRole: Funding acquisitionRole: ResourcesRole: VisualizationRole: Writing – review & editing
                Role: Editor
                Journal
                PLoS One
                PLoS ONE
                plos
                plosone
                PLoS ONE
                Public Library of Science (San Francisco, CA USA )
                1932-6203
                29 January 2019
                2019
                : 14
                : 1
                : e0211268
                Affiliations
                [1 ] Institut des Sciences et Ingénierie Chimiques, Ecole Polytechnique Fédérale de Lausanne (EPFL), Lausanne, Switzerland
                [2 ] Biomolecular Screening Facility, Ecole Polytechnique Fédérale de Lausanne (EPFL), Lausanne, Switzerland
                Columbia University, UNITED STATES
                Author notes

                Competing Interests: The authors have declared that no competing interests exist.

                [¤]

                Current address: Institute of Chemistry, University of Graz, Graz, Austria

                Author information
                http://orcid.org/0000-0003-4450-7332
                Article
                PONE-D-18-21593
                10.1371/journal.pone.0211268
                6350982
                30695050
                725ef9e2-8c8e-4765-8950-337c393d17b7
                © 2019 Varbanov et al

                This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.

                History
                : 20 July 2018
                : 10 January 2019
                Page count
                Figures: 12, Tables: 4, Pages: 26
                Funding
                Funded by: FWF
                Award ID: J 3577-B13
                Award Recipient :
                H.V. is indebted to the Austrian Science Fund (FWF) for the financial support (Schrödinger fellowship, Project number: J3577-B13). We acknowledge the Swiss National Center for Competence (NCCR) in Chemical Biology for providing access to the chemical libraries and screening facilities.
                Categories
                Research Article
                Medicine and Health Sciences
                Oncology
                Cancer Treatment
                Medicine and Health Sciences
                Pharmaceutics
                Drug Therapy
                Biology and Life Sciences
                Molecular Biology
                Molecular Biology Techniques
                Molecular Biology Assays and Analysis Techniques
                Library Screening
                Research and Analysis Methods
                Molecular Biology Techniques
                Molecular Biology Assays and Analysis Techniques
                Library Screening
                Biology and Life Sciences
                Toxicology
                Cytotoxicity
                Medicine and Health Sciences
                Pathology and Laboratory Medicine
                Toxicology
                Cytotoxicity
                Medicine and Health Sciences
                Pharmacology
                Drug Interactions
                Medicine and Health Sciences
                Diagnostic Medicine
                Cancer Detection and Diagnosis
                Cancer Screening
                Medicine and Health Sciences
                Oncology
                Cancer Detection and Diagnosis
                Cancer Screening
                Medicine and Health Sciences
                Oncology
                Cancers and Neoplasms
                Carcinomas
                Medicine and Health Sciences
                Oncology
                Basic Cancer Research
                Cancer Drug Discovery
                Medicine and Health Sciences
                Pharmacology
                Drug Research and Development
                Drug Discovery
                Cancer Drug Discovery
                Custom metadata
                All relevant data are within the paper and its Supporting Information files.

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