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Updated: Mar 29, 2026

Advanced 3D Liver Models for In vitro Genotoxicity Testing Following Long-Term Nanomaterial Exposure
Published on: June 5, 2020
A computational framework for interspecies pharmacokinetics, exposure and toxicity assessment of gold nanoparticles
Zhoumeng Lin1, Nancy A Monteiro-Riviere2, Raghuraman Kannan3
1Institute of Computational Comparative Medicine (ICCM), Kansas State University, Manhattan, KS 66506, USA.
Aim:
To develop a comprehensive computational framework to simulate tissue distribution of gold nanoparticles (AuNP) across several species.
Materials & Methods:
This framework was built on physiologically based pharmacokinetic modeling, calibrated and evaluated with multiple independent datasets.
Results:
Rats and pigs seem to be more appropriate models than mice in animal-to-human extrapolation of AuNP pharmacokinetics and that the dose and age should be considered. Incorporation of in vitro and/or in vivo cellular uptake and toxicity data into the model improved toxicity assessment of AuNP.
Conclusion:
These results partially explain the current low translation rate of nanotechnology-based drug delivery systems from mice to humans. This simulation approach may be applied to other nanomaterials and provides guidance to design future translational studies.
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