ReviewFASEB journal : official publication of the Federation of American Societies for Experimental Biology2026
Evaluating the Validity of Model Organisms: A Review and a New Framework for Biologists.
Review in FASEB journal : official publication of the Federation of American Societies for Experimental Biology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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.
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
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
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Authors and funding
2 authors.
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Abstract
Model organisms are central to biological research. Living organisms are models in the sense that the knowledge gained from their study is meant to be generalized. For example, experiments conducted on Drosophila or nematodes bring general knowledge on phenomena such as cell migration, studies in zebrafish or mice allow researchers to find therapeutical approaches applicable to human diseases, and results obtained from the study of Arabidopsis are generalized to the plant kingdom. Furthermore, new organisms gain the status of models, and non-traditional model organisms provide new perspectives on biological processes. However, the extent to which results can be generalized, or external validity, mostly relies on assumptions. Herein, a conceptual analysis is developed to justify the generalization of knowledge from one model organism to other species or human clinical contexts. After summarizing the concept of model as stated in philosophy of science, the specific features of model organisms are presented. The existing arguments put forward to justify the external validity of model organisms are then reviewed. In the second part of this article, a new framework is proposed that sets a system of criteria to assess model organisms' external validity. While grounded in concepts of philosophy of science that define the conditions under which empirical knowledge is valid, this framework is designed for use by biologists.
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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.