51
views
0
recommends
+1 Recommend
0 collections
    0
    shares
      • Record: found
      • Abstract: found
      • Article: not found

      Screening out irrelevant cell-based models of disease.

      Read this article at

      ScienceOpenPublisherPubMed
      Bookmark
          There is no author summary for this article yet. Authors can add summaries to their articles on ScienceOpen to make them more accessible to a non-specialist audience.

          Abstract

          The common and persistent failures to translate promising preclinical drug candidates into clinical success highlight the limited effectiveness of disease models currently used in drug discovery. An apparent reluctance to explore and adopt alternative cell- and tissue-based model systems, coupled with a detachment from clinical practice during assay validation, contributes to ineffective translational research. To help address these issues and stimulate debate, here we propose a set of principles to facilitate the definition and development of disease-relevant assays, and we discuss new opportunities for exploiting the latest advances in cell-based assay technologies in drug discovery, including induced pluripotent stem cells, three-dimensional (3D) co-culture and organ-on-a-chip systems, complemented by advances in single-cell imaging and gene editing technologies. Funding to support precompetitive, multidisciplinary collaborations to develop novel preclinical models and cell-based screening technologies could have a key role in improving their clinical relevance, and ultimately increase clinical success rates.

          Related collections

          Most cited references138

          • Record: found
          • Abstract: found
          • Article: not found

          Designing cell-compatible hydrogels for biomedical applications.

          Hydrogels are polymeric materials distinguished by high water content and diverse physical properties. They can be engineered to resemble the extracellular environment of the body's tissues in ways that enable their use in medical implants, biosensors, and drug-delivery devices. Cell-compatible hydrogels are designed by using a strategy of coordinated control over physical properties and bioactivity to influence specific interactions with cellular systems, including spatial and temporal patterns of biochemical and biomechanical cues known to modulate cell behavior. Important new discoveries in stem cell research, cancer biology, and cellular morphogenesis have been realized with model hydrogel systems premised on these designs. Basic and clinical applications for hydrogels in cell therapy, tissue engineering, and biomedical research continue to drive design improvements using performance-based materials engineering paradigms.
            Bookmark
            • Record: found
            • Abstract: found
            • Article: not found

            A model for neural development and treatment of Rett syndrome using human induced pluripotent stem cells.

            Autism spectrum disorders (ASD) are complex neurodevelopmental diseases in which different combinations of genetic mutations may contribute to the phenotype. Using Rett syndrome (RTT) as an ASD genetic model, we developed a culture system using induced pluripotent stem cells (iPSCs) from RTT patients' fibroblasts. RTT patients' iPSCs are able to undergo X-inactivation and generate functional neurons. Neurons derived from RTT-iPSCs had fewer synapses, reduced spine density, smaller soma size, altered calcium signaling and electrophysiological defects when compared to controls. Our data uncovered early alterations in developing human RTT neurons. Finally, we used RTT neurons to test the effects of drugs in rescuing synaptic defects. Our data provide evidence of an unexplored developmental window, before disease onset, in RTT syndrome where potential therapies could be successfully employed. Our model recapitulates early stages of a human neurodevelopmental disease and represents a promising cellular tool for drug screening, diagnosis and personalized treatment. Copyright © 2010 Elsevier Inc. All rights reserved.
              Bookmark
              • Record: found
              • Abstract: found
              • Article: not found

              Correlating chemical sensitivity and basal gene expression reveals mechanism of action

              Changes in cellular gene expression in response to small-molecule or genetic perturbations have yielded signatures that can connect unknown mechanisms of action (MoA) to ones previously established. We hypothesized that differential basal gene expression could be correlated with patterns of small-molecule sensitivity across many cell lines to illuminate the actions of compounds whose MoA are unknown. To test this idea, we correlated the sensitivity patterns of 481 compounds with ~19,000 basal transcript levels across 823 different human cancer cell lines and identified selective outlier transcripts. This process yielded many novel mechanistic insights, including the identification of activation mechanisms, cellular transporters, and direct protein targets. We found that ML239, originally identified in a phenotypic screen for selective cytotoxicity in breast cancer stem-like cells, most likely acts through activation of fatty acid desaturase 2 (FADS2). These data and analytical tools are available to the research community through the Cancer Therapeutics Response Portal.
                Bookmark

                Author and article information

                Journal
                Nat Rev Drug Discov
                Nature reviews. Drug discovery
                Springer Nature
                1474-1784
                1474-1776
                November 2016
                : 15
                : 11
                Affiliations
                [1 ] Synthetic and Systems Biology Unit, Biological Research Centre of the Hungarian Academy of Sciences, Szeged H-6726, Hungary; and at the Institute for Molecular Medicine Finland (FIMM), University of Helsinki, Helsinki 00290, Finland.
                [2 ] European Cell-Based Assays Interest Group.
                [3 ] Imagopole-Citech, Institut Pasteur, Paris 75015, France.
                [4 ] Technology Development Studio, Max Planck Institute of Molecular Cell Biology and Genetics, Dresden 01307, Germany.
                [5 ] Translational Cell Imaging Queensland (TCIQ), Institute of Health Biomedical Innovation, Queensland University of Technology, Brisbane 4102 QLD, Australia; and The Irish National Centre for High Content Screening and Analysis, Trinity Translational Medicine Institute, Trinity College Dublin, Phase 3 Trinity Health Sciences 1.20, St James Hospital, Dublin D8, Republic of Ireland.
                [6 ] Institut Curie, PSL Research University, Department of Translational Research, The Biophenics High-Content Screening Laboratory, Cell and Tissue Imaging Facility (PICT-IBiSA), F-75005, Paris, France.
                [7 ] Target Discovery Institute, University of Oxford, Oxford OX3 7FZ, UK.
                [8 ] Cellomics Unit, Cell Biology &Physiology Program, Cell &Developmental Biology Area, Centro Nacional de Investigaciones Cardiovasculares (CNIC), Madrid 28029, Spain.
                [9 ] Institute for Molecular Medicine Finland (FIMM), University of Helsinki, Helsinki 00290, Finland.
                [10 ] Science for Life Laboratory, Department of Oncology and Pathology, Karolinska Institutet, Stockholm 17165, Sweden.
                [11 ] Faculty of Science, Leiden Academic Centre for Drug Research, Toxicology, Universiteit Leiden, The Netherlands; and at OcellO, J.H Oortweg 21, 2333 CH, Leiden, The Netherlands.
                [12 ] Biomolecular Screening Facility, Swiss Federal Institute of Technology (EPFL), Lausanne CH-1015, Switzerland.
                [13 ] Cancer Research UK Edinburgh Centre, Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh EH4 2XR, UK.
                Article
                nrd.2016.175
                10.1038/nrd.2016.175
                27616293
                65573f8a-de7e-4886-87b1-a8bd8e38c973
                History

                Comments

                Comment on this article