ReviewJournal of translational medicine2018
Is it possible to overcome issues of external validity in preclinical animal research? Why most animal models are bound to fail.
Review in Journal of translational medicine, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 175 papers, 12 of them syntheses that pooled it.
What it found
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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.
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.
Who cites it
175 citing papers in PubMed, 12 syntheses or guidelines pooled it.
- Pooled it
- Pooled it
- Contemporary in vivo rodent electroconvulsive therapy (ECT) models in translational depression research: a systematic review.Translational psychiatry · 2025Pooled it
- Drug tapering in animal research: current practices and challenges.Frontiers in pharmacology · 2025Pooled it
- Pooled it
- Acupoint Sensitivity in Health and Disease: A Systematic Review.Journal of integrative and complementary medicine · 2024Pooled it
- Effect of acupuncture on neuroinflammation in animal models of Alzheimer's disease: A preclinical systematic review and meta-analysis.Frontiers in aging neuroscience · 2023Pooled it
- Efficacy of stem cell secretome in the treatment of traumatic brain injury: A systematic review and meta-analysis of preclinical studies.Molecular neurobiology · 2022Pooled it
- Efficacy and safety of small extracellular vesicle interventions in wound healing and skin regeneration: A systematic review and meta-analysis of animal studies.Theranostics · 2022Pooled it
- Pooled it
- Can harmonisation of outcomes bridge the translation gap for pre-clinical research? A systematic review of outcomes measured in mouse models of type 2 diabetes.Journal of translational medicine · 2020Pooled it
- Engineered tissues and strategies to overcome challenges in drug development.Advanced drug delivery reviews · 2020Pooled it
- Trackable Intratumor Microdosing and Spatial Profiling Provide Early Insights into Activity of Investigational Agents in the Intact Tumor Microenvironment.Clinical cancer research : an official journal of the American Association for Cancer Research · 2023Trial
- Species-specific inflammatory responses of chondrocytes: Toward evidence-based model selection in OA research.iScience · 2026Article
- Species-dependent activities of the PINK1-parkin axis.Translational neurodegeneration · 2026Review
- Advantages and research progress of three-dimensional culture systems for lung cancer drug screening (Review).Oncology letters · 2026Review
- AMPA receptor modulation in depression: from molecular mechanisms of plasticity to therapeutic translation.Pharmacological reports : PR · 2026Review
- Single-cell RNA sequencing profiles drug activity within spatially engineered 3D cultures.Nature communications · 2026Article
- From insights to innovations: evaluating preclinical paradigms in demyelinating disease therapeutics.Lab animal · 2026Review
- rTCT: Rodent Triangle Completion Task to Facilitate Reverse Translational Study of Path Integration.Hippocampus · 2026Article
115 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
2 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundThe pharmaceutical industry is in the midst of a productivity crisis and rates of translation from bench to bedside are dismal. Patients are being let down by the current system of drug discovery; of the several 1000 diseases that affect humans, only a minority have any approved treatments and many of these cause adverse reactions in humans. A predominant reason for the poor rate of translation from bench to bedside is generally held to be the failure of preclinical animal models to predict clinical efficacy and safety. Attempts to explain this failure have focused on problems of internal validity in preclinical animal studies (e.g. poor study design, lack of measures to control bias). However there has been less discussion of another key factor that influences translation, namely the external validity of preclinical animal models. REVIEW OF PROBLEMS OF EXTERNAL VALIDITY: External validity is the extent to which research findings derived in one setting, population or species can be reliably applied to other settings, populations and species. This paper argues that the reliable translation of findings from animals to humans will only occur if preclinical animal studies are both internally and externally valid. We review several key aspects that impact external validity in preclinical animal research, including unrepresentative animal samples, the inability of animal models to mimic the complexity of human conditions, the poor applicability of animal models to clinical settings and animal-human species differences. We suggest that while some problems of external validity can be overcome by improving animal models, the problem of species differences can never be overcome and will always undermine external validity and the reliable translation of preclinical findings to humans.
conclusionWe conclude that preclinical animal models can never be fully valid due to the uncertainties introduced by species differences. We suggest that even if the next several decades were spent improving the internal and external validity of animal models, the clinical relevance of those models would, in the end, only improve to some extent. This is because species differences would continue to make extrapolation from animals to humans unreliable. We suggest that to improve clinical translation and ultimately benefit patients, research should focus instead on human-relevant research methods and technologies.
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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.