ArticlePLoS biology2024
Analysis of animal-to-human translation shows that only 5% of animal-tested therapeutic interventions obtain regulatory approval for human applications.
Article in PLoS biology, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 45 papers, 1 of them a synthesis 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
45 citing papers in PubMed, 1 synthesis or guideline pooled it.
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- Article
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- Data Analysis Planning and Reporting for Confirmatory Multi-Lab Preclinical Trials: A Tutorial.Biometrical journal. Biometrische Zeitschrift · 2026Review
- Beyond Tradition: An Integrated Toxicological, Ecological, and Public Health Perspective on Aristolochic Acids.Journal of applied toxicology : JAT · 2026Review
- Restoring comparative expertise to improve translation of animal models.Disease models & mechanisms · 2026Review
- The 5% Problem: How the Biomedical Community Responded to the Animal-to-Human Translation Crisis, and the Case for Non-Animal Methods.Animals : an open access journal from MDPI · 2026Review
- Trimethylamine N-Oxide and Impaired Spermatogenesis in the Gut-Testis Axis: A Focused Review of Current Evidence.Biology · 2026Review
- Immune-competent new approach methodologies for a hybrid future.Nature immunology · 2026Article
- Animal models in molecular biology research: Challenges, ethical imperatives, and the path to human-relevant translation.Animal models and experimental medicine · 2026Review
- Advancing Biomaterials Evaluation: A Human Quadruple Bone Cell Culture Reveals Molybdenum-Driven Pro-Osteogenic and Anti-osteoclastogenic Responses.ACS applied materials & interfaces · 2026Article
- Artificial Intelligence Across the Drug Development Lifecycle.Medical sciences (Basel, Switzerland) · 2026Review
- Neurovascular-metabolic dysregulation, metabolic connectomics, and metabolic functional changes in Alzheimer's disease: A preclinical and clinical comparison.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2026Article
- Data-driven prioritization of mouse strains for improved preclinical modeling of rare and common disease.bioRxiv : the preprint server for biology · 2026Article
- Co-Occurrence of Nuclear-Catenin and H3K27me3 Expression in Advanced Colorectal Cancer: A Retrospective Observational Study.Current oncology (Toronto, Ont.) · 2026Observational
- Models of the human heart for biomedical research: Opportunities and challenges.Physiological reports · 2026Review
- Prospective association between the gut microbiome and incident hypertension: a 20-year cohort study.Journal of hypertension · 2026Article
Corrections and comments
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Authors and funding
5 authors.
Funding
Abstract
There is an ongoing debate about the value of animal experiments to inform medical practice, yet there are limited data on how well therapies developed in animal studies translate to humans. We aimed to assess 2 measures of translation across various biomedical fields: (1) The proportion of therapies which transition from animal studies to human application, including involved timeframes; and (2) the consistency between animal and human study results. Thus, we conducted an umbrella review, including English systematic reviews that evaluated the translation of therapies from animals to humans. Medline, Embase, and Web of Science Core Collection were searched from inception until August 1, 2023. We assessed the proportion of therapeutic interventions advancing to any human study, a randomized controlled trial (RCT), and regulatory approval. We meta-analyzed the concordance between animal and human studies. The risk of bias was probed using a 10-item checklist for systematic reviews. We included 122 articles, describing 54 distinct human diseases and 367 therapeutic interventions. Neurological diseases were the focus of 32% of reviews. The overall proportion of therapies progressing from animal studies was 50% to human studies, 40% to RCTs, and 5% to regulatory approval. Notably, our meta-analysis showed an 86% concordance between positive results in animal and clinical studies. The median transition times from animal studies were 5, 7, and 10 years to reach any human study, an RCT, and regulatory approval, respectively. We conclude that, contrary to widespread assertions, the rate of successful animal-to-human translation may be higher than previously reported. Nonetheless, the low rate of final approval indicates potential deficiencies in the design of both animal studies and early clinical trials. To ameliorate the efficacy of translating therapies from bench to bedside, we advocate for enhanced study design robustness and the reinforcement of generalizability.
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Registered trials
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.