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Inhalation exposure and particle deposition across 16 nonhuman primate airway models using computational
Yuichiro Suda1, Kazuki Kuga2, Nguyen Dang Khoa2
1Interdisciplinary Graduate School of Engineering Sciences, Kyushu University, Fukuoka, 816-8580, Japan.
Computer Methods and Programs in Biomedicine
|March 14, 2026
Summary
Computational fluid-particle dynamics (CFPD) simulations in macaques reveal significant interindividual variability in inhalation exposure. Incorporating age and morphology improves data extrapolation from monkeys to humans for better inhalation studies.
Area of Science:
- Inhalation toxicology and biophysics
- Comparative anatomy and physiology
- Computational modeling and simulation
Background:
- Nonhuman primates are valuable human surrogates, but their use is restricted by ethical and practical issues.
- Computational fluid-particle dynamics (CFPD) offers an alternative for inhalation studies but requires robust validation.
- Previous CFPD studies often used small sample sizes, limiting the generalizability of findings.
Purpose of the Study:
- To analyze inhalation exposure in a large cohort of macaques using CFPD.
- To establish relationships between human and monkey inhalation exposure through allometric comparison.
- To enhance the reliability of using primate models for human inhalation exposure assessments.
Main Methods:
- Reconstruction of 16 macaque upper airway models from CT data.
- Steady-state airflow and particle transport simulations using high-resolution, grid-independent meshes.
- Evaluation of particle aspiration and deposition efficiencies for 11 microparticle sizes via Lagrangian particle tracking.
Main Results:
- Airway geometry significantly impacts airflow resistance, velocity, and wall shear stress, causing interindividual variability in particle deposition.
- Morphological similarities were observed between macaque and pediatric human airway models.
- Normalizing deposition efficiency by a modified Stokes number reduced variability and improved predictive modeling.
Conclusions:
- Age and morphology are critical factors for accurate interspecies extrapolation of inhalation data.
- CFPD analysis in macaques provides a foundation for more reliable inhalation exposure assessments.
- This study validates and enhances the extrapolation of inhalation data from monkeys to humans.
Keywords:
Airway modelAllometric comparisonComputational fluid-particle dynamicsInhalation exposureNonhuman primatesParticle depositionMore Related Videos
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