# Model organism futures in precision toxicology: tracking the emergence of a research repertoire

**Authors:** Rachel A. Ankeny, Sabina Leonelli

PMC · DOI: 10.1007/s10539-026-10009-9 · Biology & Philosophy · 2026-02-17

## TL;DR

The paper explores how simpler model organisms are being used in new ways in toxicology to address environmental and health challenges.

## Contribution

The paper introduces a new philosophical analysis of model organisms in precision toxicology, highlighting their hybrid roles as both tools and representations.

## Key findings

- Model organisms are being used as models of toxic effects, indicator species, and bioremediators in precision toxicology.
- These uses represent hybrid forms of modeling that differ from traditional roles of model organisms.
- The paper identifies how these practices align with precision research goals and environmental health concerns.

## Abstract

This paper considers the continued use of simpler model organisms in newer forms of toxicological research in order to inform philosophical understandings of the epistemic roles played by such organisms in the contemporary life sciences. We focus on the emerging domain of ‘precision toxicology’ and consider three uses of model organisms within it, namely as (1) models of toxic effects and other forms of environmental exposures; (2) indicator species; and (3) bioremediators. We analyze the epistemic implications of these uses, arguing that they represent hybrid forms of modelling in comparison to traditional uses of model organisms, and identify similarities and differences between these emerging research practices and the model organism repertoire being adapted for use in this domain. Model organisms are simultaneously viewed as tools for intervention and representation within precision toxicology, in ways that differ from the model organism repertoire both in terms of the extent to which the models fit applied research goals and how they foster evolutionary and developmental understanding. Hence we argue that model organisms remain highly influential models in the life sciences but are being used in research more closely associated with the concept of ‘precision,’ and characterized by an ethos of intervention particularly in response to the environmental challenges associated to climate change and attention to the evolutionary and developmental grounding of health and disease. In closing, we reflect on the ways in which using the analytic framing associated with the repertoires approach facilitates the tracking of these developments in the contemporary life sciences. We also assess how they may affect the construction and significance of model systems over coming decades particularly in relation to precision-related research.

## Full-text entities

- **Diseases:** NAMs (MESH:D007562), COVID-19 (MESH:D000086382), Toxicity (MESH:D064420)
- **Chemicals:** NAMs (-), naproxen (MESH:D009288), PFOS (MESH:C076994), arsenic (MESH:D001151), heavy metals (MESH:D019216), atrazine (MESH:D001280), codeine (MESH:D003061)
- **Species:** Nematoda (nematode, phylum) [taxon 6231], Micropterus salmoides (largemouth bass, species) [taxon 27706], Arabidopsis thaliana (mouse-ear cress, species) [taxon 3702], Danio rerio (leopard danio, species) [taxon 7955], Rattus norvegicus (brown rat, species) [taxon 10116], Oncorhynchus mykiss (rainbow trout, species) [taxon 8022], Rodentia (rodent, order) [taxon 9989], Mustela putorius furo (black ferret, subspecies) [taxon 9669], Homo sapiens (human, species) [taxon 9606], crustaceans [taxon 6657], Oryctolagus cuniculus (domestic rabbit, species) [taxon 9986], Pimephales promelas (fathead minnow, species) [taxon 90988], Cavia porcellus (domestic guinea pig, species) [taxon 10141], PX clade (clade) [taxon 569578], Gallus gallus (bantam, species) [taxon 9031], Gobiocypris rarus (species) [taxon 143606], Drosophila melanogaster (fruit fly, species) [taxon 7227], Daphnia (common water fleas, genus) [taxon 6668], Mus musculus (house mouse, species) [taxon 10090], Caenorhabditis elegans (species) [taxon 6239], Canis lupus familiaris (dog, subspecies) [taxon 9615], Artemia (brine shrimps, genus) [taxon 6660], Cricetus cricetus (black-bellied hamster, species) [taxon 10034], Arabidopsis halleri (species) [taxon 81970], Daphnia magna (species) [taxon 35525], C. elegans [taxon 328850]

## Full text

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## Figures

2 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12913302/full.md

## References

12 references — full list in the complete paper: https://tomesphere.com/paper/PMC12913302/full.md

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Source: https://tomesphere.com/paper/PMC12913302