Literature DB >> 31513445

Patient-specific modeling of aerosol delivery in healthy and asthmatic adults.

Kamran Poorbahrami1, David G Mummy2, Sean B Fain2,3,4, Jessica M Oakes5.   

Abstract

The magnitude and regional heterogeneity of airway obstructions in severe asthmatics is likely linked to insufficient drug delivery, as evidenced by the inability to mitigate exacerbations with inhaled aerosol medications. To understand the correlation between morphometric features, airflow distribution, and inhaled dosimetry, we perform dynamic computational simulations in two healthy and four asthmatic subjects. Models incorporate computed tomography-based and patient-specific central airway geometries and hyperpolarized 3He MRI-measured segmental ventilation defect percentages (SVDPs), implemented as resistance boundary conditions. Particles [diameters (dp) = 1, 3, and 5 μm] are simulated throughout inhalation, and we record their initial conditions, both spatially and temporally, with their fate in the lung. Predictions highlight that total central airway deposition is the same between the healthy subjects (26.6%, dp = 3 μm) but variable among the asthmatic subjects (ranging from 5.9% to 59.3%, dp = 3 μm). We found that by preferentially releasing the particles during times of fast or slow inhalation rates we enhance either central airway deposition percentages or peripheral particle delivery, respectively. These predictions highlight the potential to identify with simulations patients who may not receive adequate therapeutic dosages with inhaled aerosol medication and therefore identify patients who may benefit from alternative treatment strategies. Furthermore, by improving regional dose levels, we may be able to preferentially deliver drugs to the airways in need, reducing associated adverse side effects.NEW & NOTEWORTHY Although it is evident that exacerbation mitigation is unsuccessful in some asthmatics, it remains unclear whether or not these patients receive adequate dosages of inhaled therapeutics. By coupling MRI and computed tomography data with patient-specific computational models, our predictions highlight the large intersubject variability, specifically in severe asthma.

Entities:  

Keywords:  computational fluid dynamics; conducting airways; dosimetry; hyperpolarized 3He MRI; inhaled medications

Mesh:

Substances:

Year:  2019        PMID: 31513445      PMCID: PMC6962611          DOI: 10.1152/japplphysiol.00221.2019

Source DB:  PubMed          Journal:  J Appl Physiol (1985)        ISSN: 0161-7567


  50 in total

1.  Redistribution of inhaled hyperpolarized 3He gas during breath-hold differs by asthma severity.

Authors:  Andrew D Hahn; Robert V Cadman; Ronald L Sorkness; Nizar N Jarjour; Scott K Nagle; Sean B Fain
Journal:  J Appl Physiol (1985)       Date:  2015-12-03

Review 2.  Capturing complexity in pulmonary system modelling.

Authors:  Alys R Clark; Haribalan Kumar; Kelly Burrowes
Journal:  Proc Inst Mech Eng H       Date:  2017-05       Impact factor: 1.617

3.  Validating Whole-Airway CFD Predictions of DPI Aerosol Deposition at Multiple Flow Rates.

Authors:  P Worth Longest; Geng Tian; Navvab Khajeh-Hosseini-Dalasm; Michael Hindle
Journal:  J Aerosol Med Pulm Drug Deliv       Date:  2016-04-15       Impact factor: 2.849

4.  High lung deposition of 99mTc-labeled ciclesonide administered via HFA-MDI to patients with asthma.

Authors:  Steve Newman; Andrew Salmon; Ruediger Nave; Anton Drollmann
Journal:  Respir Med       Date:  2005-11-04       Impact factor: 3.415

5.  Airflow and particle deposition simulations in health and emphysema: from in vivo to in silico animal experiments.

Authors:  Jessica M Oakes; Alison L Marsden; Celine Grandmont; Shawn C Shadden; Chantal Darquenne; Irene E Vignon-Clementel
Journal:  Ann Biomed Eng       Date:  2013-12-07       Impact factor: 3.934

6.  Inflammatory and Comorbid Features of Patients with Severe Asthma and Frequent Exacerbations.

Authors:  Loren C Denlinger; Brenda R Phillips; Sima Ramratnam; Kristie Ross; Nirav R Bhakta; Juan Carlos Cardet; Mario Castro; Stephen P Peters; Wanda Phipatanakul; Shean Aujla; Leonard B Bacharier; Eugene R Bleecker; Suzy A A Comhair; Andrea Coverstone; Mark DeBoer; Serpil C Erzurum; Sean B Fain; Merritt Fajt; Anne M Fitzpatrick; Jonathan Gaffin; Benjamin Gaston; Annette T Hastie; Gregory A Hawkins; Fernando Holguin; Anne-Marie Irani; Elliot Israel; Bruce D Levy; Ngoc Ly; Deborah A Meyers; Wendy C Moore; Ross Myers; Maria Theresa D Opina; Michael C Peters; Mark L Schiebler; Ronald L Sorkness; W Gerald Teague; Sally E Wenzel; Prescott G Woodruff; David T Mauger; John V Fahy; Nizar N Jarjour
Journal:  Am J Respir Crit Care Med       Date:  2017-02-01       Impact factor: 21.405

7.  Development of a new technique for the efficient delivery of aerosolized medications to infants on mechanical ventilation.

Authors:  P Worth Longest; Geng Tian
Journal:  Pharm Res       Date:  2014-08-08       Impact factor: 4.200

Review 8.  SimVascular: An Open Source Pipeline for Cardiovascular Simulation.

Authors:  Adam Updegrove; Nathan M Wilson; Jameson Merkow; Hongzhi Lan; Alison L Marsden; Shawn C Shadden
Journal:  Ann Biomed Eng       Date:  2016-12-08       Impact factor: 3.934

9.  Airway morphology from high resolution computed tomography in healthy subjects and patients with moderate persistent asthma.

Authors:  Spyridon Montesantos; Ira Katz; John Fleming; Carolin Majoral; Marine Pichelin; Cecile Dubau; Benoit Piednoir; Joy Conway; Joëlle Texereau; Georges Caillibotte
Journal:  Anat Rec (Hoboken)       Date:  2013-04-08       Impact factor: 2.064

Review 10.  The role of heterogeneity in asthma: a structure-to-function perspective.

Authors:  Justin K Lui; Kenneth R Lutchen
Journal:  Clin Transl Med       Date:  2017-08-03
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  3 in total

1.  Mucus Plugs in Asthma at CT Associated with Regional Ventilation Defects at 3He MRI.

Authors:  David G Mummy; Eleanor M Dunican; Katherine J Carey; Michael D Evans; Brett M Elicker; John D Newell; David S Gierada; Scott K Nagle; Mark L Schiebler; Ronald L Sorkness; Nizar N Jarjour; Loren C Denlinger; John V Fahy; Sean B Fain
Journal:  Radiology       Date:  2021-12-21       Impact factor: 29.146

2.  Particle transport and deposition correlation with near-wall flow characteristic under inspiratory airflow in lung airways.

Authors:  Ali Farghadan; Kamran Poorbahrami; Sahar Jalal; Jessica M Oakes; Filippo Coletti; Amirhossein Arzani
Journal:  Comput Biol Med       Date:  2020-03-14       Impact factor: 4.589

3.  A whole lung in silico model to estimate age dependent particle dosimetry.

Authors:  Kamran Poorbahrami; Irene E Vignon-Clementel; Shawn C Shadden; Jessica M Oakes
Journal:  Sci Rep       Date:  2021-05-27       Impact factor: 4.379

  3 in total

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