Evidence mapPaperPMID 41566795Full record

ReviewAdvanced healthcare materials2026

Evaluation of the Dual Impact of Nanotechnologies on Health and Environment Through Alternative Bridging Models.

Marie Celine Lefevre, Margherita Bernardeschi, Matteo Battaglini, Gianni Ciofani

Abstract readReview
In one paragraph

Review in Advanced healthcare materials, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Biofabrication ofPharmaceutics · 2026
    Article
  3. Article
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

4 authors.

Marie Celine LefevreIstituto Italiano di Tecnologia, Smart Bio-Interfaces, Pontedera, Italy.ORCID https://orcid.org/0000-0001-8633-9782
Margherita BernardeschiIstituto Italiano di Tecnologia, Smart Bio-Interfaces, Pontedera, Italy.ORCID https://orcid.org/0000-0003-2650-1834
Matteo BattagliniIstituto Italiano di Tecnologia, Smart Bio-Interfaces, Pontedera, Italy.ORCID https://orcid.org/0000-0003-3601-1425
Gianni CiofaniIstituto Italiano di Tecnologia, Smart Bio-Interfaces, Pontedera, Italy.ORCID https://orcid.org/0000-0003-1192-3647

Funding

HORIZON EUROPE Framework Programme 101092971
6 · The paper itself

Abstract

Nanotechnology holds substantial promise across medicine, industry, and environmental science, yet its rapid advancement raises important concerns about potential impacts on both human health and ecosystems. This review explores evidence on alternative bridging models that connect cellular responses to organism-level outcomes, enabling integrated evaluation of nanomaterial safety and efficacy. Beyond conventional in vitro and mammalian systems, we focus on a diverse range of invertebrates, including Hydra spp., planarians, Caenorhabditis elegans, Drosophila melanogaster, Bombyx mori, and bivalve mollusks, and small vertebrates, notably zebrafish and avian embryos. These ethically compliant, cost-effective, and biologically relevant platforms have been compared regarding the main experimental readouts they provide, from survival and regeneration to behavior, metabolism, and molecular stress responses. Across studies, applications in nanotoxicology and ecotoxicology reveal conserved mechanisms of nanoparticle action, including oxidative stress, genotoxicity, inflammation, and immune modulation, while clarifying links between environmental exposure and human health. In parallel, these models advance nanomedicine development, improving our understanding of biodistribution, targeting precision, and therapeutic efficacy. Finally, we discuss their current limitations, such as a lack of standardization, and propose practical considerations for model selection to strengthen risk assessment, support safer-by-design strategies, and promote the responsible development of next-generation nanotechnologies that balance innovation with sustainability.

Indexed as

NanotechnologyAnimalsEnvironmental ExposureHumansalternative modelsecotoxicologynanomedicinenanotechnologytranslational research

Identifiers

PMID41566795
PMCPMC13088764

What Socratic holds

Textmetadata
LicenceCC BY
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 Socratic graph.