ArticleJournal of aerosol medicine and pulmonary drug delivery2016
Absorption and Clearance of Pharmaceutical Aerosols in the Human Nose: Development of a CFD Model.
Article in Journal of aerosol medicine and pulmonary drug delivery, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 27 papers.
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Who cites it
27 citing papers in PubMed, 70 citations in OpenAlex.
- Pharmacokinetic-based failure of a detergent virucidal for severe acute respiratory syndrome-coronavirus-2 (SARS-CoV-2) nasal infections: A preclinical study and randomized controlled trial.International forum of allergy & rhinology · 2022Trial
- Intranasal drug delivery to the brain for neurodegenerative diseases: Current efforts and challenges in delivery platforms and modeling.Advanced drug delivery reviews · 2026Review
- CFD-Enabled Deep Insert Nasal Delivery for Precision Sinus Targeting.Pharmaceutical research · 2026Article
- Mechanotherapeutic Modulation of the Nasal Microenvironment: RAMPA-Induced Maxillofacial Remodeling and Its Pathophysiological Impact on Mucus Rheology and Chronic Inflammation.Bioengineering (Basel, Switzerland) · 2026Article
- Impact of Mechanistic Modeling and Simulation Methodologies on Product-Specific Guidance Development for Non-Orally Administered Drug Products.CPT: pharmacometrics & systems pharmacology · 2025Review
- Simulation of drug transport in airway surface liquid considering mucus flow and ciliary interaction.Scientific reports · 2025Article
- Comparative analysis of drug deposition patterns among three commercial nasal spray brands: A computational and experimental study.Journal of molecular liquids · 2025Article
- In-Line Aerosol Therapy via Nasal Cannula during Adult and Paediatric Normal, Obstructive, and Restrictive Breathing.Pharmaceutics · 2023Article
- Visual prediction and parameter optimization of viral dynamics in the mucus milieu of the upper airway based on CFPD-HCD analysis.Computer methods and programs in biomedicine · 2023Article
- Antibody protection from SARS-CoV-2 respiratory tract exposure and infection.Journal of theoretical biology · 2023Article
- Aerosol release, distribution, and prevention during aerosol therapy: a simulated model for infection control.Drug delivery · 2022Article
- Modeling insights into SARS-CoV-2 respiratory tract infections prior to immune protection.Biophysical journal · 2022Article
- Importance of Spray-Wall Interaction and Post-Deposition Liquid Motion in the Transport and Delivery of Pharmaceutical Nasal Sprays.Pharmaceutics · 2022Article
- Evaluation of the Polyhedral Mesh Style for Predicting Aerosol Deposition in Representative Models of the Conducting Airways.Journal of aerosol science · 2022Article
- Pharmacokinetic-based failure of a detergent virucidal for SARS-COV-2 nasal infections.Research square · 2021Article
- Evaluation of Aerosol Therapy during the Escalation of Care in a Model of Adult Cystic Fibrosis.Antibiotics (Basel, Switzerland) · 2021Article
- Article
- Numerical evaluation of spray position for improved nasal drug delivery.Scientific reports · 2020Article
- In Vitro Study of the Effect of Breathing Pattern on Aerosol Delivery During High-Flow Nasal Therapy.Pulmonary therapy · 2019Article
- Use of computational fluid dynamics deposition modeling in respiratory drug delivery.Expert opinion on drug delivery · 2019Review
Corrections and comments
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Authors and funding
2 authors at 1 institution in 1 country.
Funding
Abstract
purposeThe objective of this study was to develop a computational fluid dynamics (CFD) model to predict the deposition, dissolution, clearance, and absorption of pharmaceutical particles in the human nasal cavity.
methodsA three-dimensional nasal cavity geometry was converted to a surface-based model, providing an anatomically-accurate domain for the simulations. Particle deposition data from a commercial nasal spray product was mapped onto the surface model, and a mucus velocity field was calculated and validated with in vivo nasal clearance rates. A submodel for the dissolution of deposited particles was developed and validated based on comparisons to existing in vitro data for multiple pharmaceutical products. A parametric study was then performed to assess sensitivity of epithelial drug uptake to model conditions and assumptions.
resultsThe particle displacement distance (depth) in the mucus layer had a modest effect on overall drug absorption, while the mucociliary clearance rate was found to be primarily responsible for drug uptake over the timescale of nasal clearance for the corticosteroid mometasone furoate (MF). The model revealed that drug deposition in the nasal vestibule (NV) could slowly be transported into the main passage (MP) and then absorbed through connection of the liquid layer in the NV and MP regions. As a result, high intersubject variability in cumulative uptake was predicted, depending on the length of time the NV dose was left undisturbed without blowing or wiping the nose.
conclusionsThis study has developed, for the first time, a complete CFD model of nasal aerosol delivery from the point of spray formation through absorption at the respiratory epithelial surface. For the development and assessment of nasal aerosol products, this CFD-based in silico model provides a new option to complement existing in vitro nasal cast studies of deposition and in vivo imaging experiments of clearance.
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Registered trials
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.