Evidence map›Paper›PMID 42667127›Full record

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.

Héloïse Athéa, Nicolas Heck

Abstract readReview
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

2 authors.

Héloïse AthéaInserm, Gustave Roussy Institute, Université Paris-Saclay, Villejuif, France.ORCID https://orcid.org/0000-0001-9536-6387
Nicolas HeckSorbonne Université, CNRS, INSERM, Center for Neuroscience Sorbonne University, Paris, France.ORCID https://orcid.org/0000-0002-5754-8873

Funding

Sorbonne Université (Sorbonne University)
6 · The paper itself

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.

Indexed as

Models, AnimalModels, BiologicalAnimalsHumansReproducibility of Results

Identifiers

PMID42667127
PMCPMC13525492

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.