Evidence map›Paper›PMID 27616293›Full record

ReviewNature reviews. Drug discovery2016

Screening out irrelevant cell-based models of disease.

Peter Horvath, Nathalie Aulner, Marc Bickle, Anthony M Davies, Elaine Del Nery, Daniel Ebner, Maria C Montoya, Päivi Östling, Vilja Pietiäinen, Leo S Price and 4 more

Abstract readReview
PubMed Publisher
In one paragraph

Review in Nature reviews. Drug discovery, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 256 papers.

0numbers the graph read from it
0cells of the map it votes in
256citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

256 citing papers in PubMed.

  1. Syringaresinol Attenuates Aging-Associated Ferroptosis-Relevant Stress Through an HIF-1α-GPX4 Defense Axis.FASEB journal : official publication of the Federation of American Societies for Experimental Biology · 2026
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  19. Anti-Cancer Activity ofMarine drugs · 2025
    Article
  20. Article

196 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

14 authors.

Peter HorvathSynthetic 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.
Nathalie AulnerImagopole-Citech, Institut Pasteur, Paris 75015, France.
Marc BickleTechnology Development Studio, Max Planck Institute of Molecular Cell Biology and Genetics, Dresden 01307, Germany.
Anthony M DaviesTranslational 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.
Elaine Del NeryInstitut 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.
Daniel EbnerTarget Discovery Institute, University of Oxford, Oxford OX3 7FZ, UK.
Maria C MontoyaCellomics Unit, Cell Biology &Physiology Program, Cell &Developmental Biology Area, Centro Nacional de Investigaciones Cardiovasculares (CNIC), Madrid 28029, Spain.
Päivi ÖstlingInstitute for Molecular Medicine Finland (FIMM), University of Helsinki, Helsinki 00290, Finland.
Vilja PietiäinenInstitute for Molecular Medicine Finland (FIMM), University of Helsinki, Helsinki 00290, Finland.
Leo S PriceFaculty 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.
Spencer L ShorteImagopole-Citech, Institut Pasteur, Paris 75015, France.
Gerardo TurcattiBiomolecular Screening Facility, Swiss Federal Institute of Technology (EPFL), Lausanne CH-1015, Switzerland.
Carina von SchantzInstitute for Molecular Medicine Finland (FIMM), University of Helsinki, Helsinki 00290, Finland.
Neil O CarragherCancer Research UK Edinburgh Centre, Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh EH4 2XR, UK.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

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.

Indexed as

Models, BiologicalAnimalsCell Culture TechniquesCell Line, TransformedDrug DiscoveryDrug Evaluation, PreclinicalHigh-Throughput Screening AssaysHumansInduced Pluripotent Stem CellsPharmaceutical PreparationsPharmaceutical Preparations

Identifiers

PMID27616293

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.