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Oakes JM. The utility of hybrid in silico models of airflow and aerosol dosimetry in the lung. J Biomech 2024; 168:112126. [PMID: 38718595 DOI: 10.1016/j.jbiomech.2024.112126] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2024] [Revised: 04/19/2024] [Accepted: 04/25/2024] [Indexed: 06/05/2024]
Abstract
The development and application of multi-scale models of the lung has significantly increased in recent years. These hybrid models merge realistic representations of the larger airways with lower-dimensional descriptions of the bronchioles and respiratory airways. Due to recent advancements, it is possible to calculate airflow and dosimetry throughout the entire lung, enabling model validation with human or animal data. Here, we present a hybrid modeling pipeline and corresponding characteristic airflow and particle deposition hotspots. Next, we discuss the limitations of current hybrid models, including the need to update lower-dimensional deposition function descriptions to better represent realistic airway geometries. Future directions should include modeling diseased lungs and use of machine learning to predict whole lung dosimetry maps for a wider population.
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Affiliation(s)
- Jessica M Oakes
- Department of Bioengineering, Northeastern University, Boston, MA 02115.
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2
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Wang J, Zhang Y, Chen X, Tao F, Sun B, Xie J, Chen J. Targeted delivery of inhalable drug particles in the tracheobronchial tree model of a pediatric patient with bronchopneumonia: A numerical study. Respir Physiol Neurobiol 2023; 311:104024. [PMID: 36731709 DOI: 10.1016/j.resp.2023.104024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2022] [Revised: 01/19/2023] [Accepted: 01/28/2023] [Indexed: 02/01/2023]
Abstract
Pneumonia is a common cause of hospitalization and death in children worldwide. Inhalation therapy is one of the methods treating pneumonia However, there are limited studies that distinguish between the physiology of children and adults, especially with respect to targeted drug delivery. A tracheobronchial (TB) tree model of an 11-year-old child with bronchopneumonia is selected as a testbed for in silico trials of targeted drug delivery. The airflow and particle transport are solved by the computational fluid dynamics method at an airflow rate of 15 LPM. The results indicate that the distribution of deposited particles shows aggregation on the particle release map. Point-source aerosol release (PSAR) method can significantly reduce the deposition efficiency (DE) of particles in the TB tree model. Specifically, the PSAR method can reduce the DE of large particles (i.e., 7.5 µm and 10 µm) by 7.57% and 9.61%, respectively. This enables rapid design of patient-specific treatment for different population age groups and different airway diseases.
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Affiliation(s)
- Jianwei Wang
- School of Energy and Mechanical Engineering, Nanjing Normal University, Nanjing, Jiangsu 210046, China
| | - Ya Zhang
- Department of Otolaryngology Head and Neck Surgery, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi 710004, China
| | - Xiaole Chen
- School of Energy and Mechanical Engineering, Nanjing Normal University, Nanjing, Jiangsu 210046, China.
| | - Feng Tao
- Zhongda Hospital, Southeast University, Nanjing, Jiangsu 210009, China
| | - Baobin Sun
- Zhongda Hospital, Southeast University, Nanjing, Jiangsu 210009, China
| | - Jun Xie
- School of Energy and Mechanical Engineering, Nanjing Normal University, Nanjing, Jiangsu 210046, China
| | - Jingguo Chen
- Department of Otolaryngology Head and Neck Surgery, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi 710004, China
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3
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Ciloglu D, Karaman A. A Numerical Simulation of the Airflow and Aerosol Particle Deposition in a Realistic Airway Model of a Healthy Adult. J Pharm Sci 2022; 111:3130-3140. [PMID: 35948158 DOI: 10.1016/j.xphs.2022.08.005] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2022] [Revised: 08/04/2022] [Accepted: 08/04/2022] [Indexed: 12/14/2022]
Abstract
Determining the behavior of aerosol drug particles is of vital importance in the treatment of respiratory tract diseases. Despite the development of imaging techniques in the pulmonary region in recent years, current imaging techniques are insufficient to detect particle deposition. Computational fluid dynamics (CFD) methods can fill the gap in this field as they take into account the very different physical processes that occur during aerosol transport. This study aims to numerically investigate the airflow and the aerosol particle dynamics on a realistic human respiratory tract model during multiple breathing cycles. The simulations were conducted on the different breathing conditions for people under light, normal, and heavy physical activities, and the aerosol particles with different aerodynamic diameters (i.e., dp=2, 5, and 7 µm). The numerical results were validated by comparing extensively with experimental and numerical results. The results indicated that the airflow during inspiration and expiration was characteristically different from each other and changed with the inspiration flow rate. It was determined that small-sized particles followed the streamlines and moved towards the distal of the lung under low respiratory conditions. On the other hand, larger particles tended to deposit in higher generations due to the higher inertia. It was found that with the increase of inspiration flow rate the deposition of particles increased for all particles during multiple breaths. For light breathing conditions, low deposition efficiencies were obtained because the particles followed the streamlines and moved towards the distal part of the lung. The particle deposition efficiency under heavy breathing conditions was 28.2% for 2 µm, 33.05% for 5 µm, and 38.4% for 7 µm particles. The results showed that inertial impaction plays an active role in particle deposition.
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Affiliation(s)
- Dogan Ciloglu
- Vocational College of Technical Sciences, Ataturk University, Erzurum, Turkey.
| | - Adem Karaman
- Department of Radiology, Faculty of Medicine, Ataturk University, 25240 Erzurum, Turkey
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4
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Förster KM, Roth CJ, Hilgendorff A, Ertl-Wagner B, Flemmer AW, Wall WA. In silico numerical simulation of ventilator settings during high-frequency ventilation in preterm infants. Pediatr Pulmonol 2021; 56:3839-3846. [PMID: 34432956 DOI: 10.1002/ppul.25626] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/14/2021] [Revised: 08/01/2021] [Accepted: 08/04/2021] [Indexed: 11/08/2022]
Abstract
OBJECTIVE Despite the routine use of antenatal steroids, exogenous surfactants, and different noninvasive ventilation methods, many extremely low gestational age neonates, preterm, and term infants eventually require invasive ventilation. In addition to prematurity, mechanical ventilation itself can induce ventilator-induced lung injury leading to lifelong pulmonary sequelae. Besides conventional mechanical ventilation, high-frequency oscillatory ventilation (HFOV) with tidal volumes below dead space and high ventilation frequencies is used either as a primary or rescue therapy in severe neonatal respiratory failure. METHODS AND RESULTS Applying a high-resolution computational lung modeling technique in a preterm infant, we studied three different high-frequency ventilation settings as well as conventional ventilation (CV) settings. Evaluating the computed oxygen delivery (OD) and lung mechanics (LM) we outline for the first time how changing ventilator settings from CV to HFOV lead to significant improvements in OD and LM. CONCLUSION This personalized "digital twin" strategy advances our general knowledge of protective ventilation strategies in neonatal care and can support decisions on various modes of ventilatory therapy at high frequencies.
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Affiliation(s)
- Kai M Förster
- Division of Neonatology, Dr. von Hauner Children's Hospital, LMU University Hospital Munich, Munich, Germany.,Institute for Lung Biology and Disease and Comprehensive Pneumology Center with the CPC-M bioArchive, Helmholtz Zentrum München, Germany
| | - Christian J Roth
- Institute for Computational Mechanics, Technical University of Munich, Garching, Germany
| | - Anne Hilgendorff
- Division of Neonatology, Dr. von Hauner Children's Hospital, LMU University Hospital Munich, Munich, Germany.,Institute for Lung Biology and Disease and Comprehensive Pneumology Center with the CPC-M bioArchive, Helmholtz Zentrum München, Germany.,Center for Comprehensive Developmental Care (CDeCLMU), LMU University Hospital Munich, Munich, 80337, Germany
| | - Birgit Ertl-Wagner
- Department of Radiology, LMU University Hospital Munich, Munich, Germany.,Department of Diagnostic Imaging, The Hospital for Sick Children, Toronto, Canada.,Department of Medical Imaging, University of Toronto, Toronto, Canada
| | - Andreas W Flemmer
- Division of Neonatology, Dr. von Hauner Children's Hospital, LMU University Hospital Munich, Munich, Germany
| | - Wolfgang A Wall
- Institute for Computational Mechanics, Technical University of Munich, Garching, Germany
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5
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Aerosol Particle Transport and Deposition in Upper and Lower Airways of Infant, Child and Adult Human Lungs. ATMOSPHERE 2021. [DOI: 10.3390/atmos12111402] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Understanding transportation and deposition (TD) of aerosol particles in the human respiratory system can help clinical treatment of lung diseases using medicines. The lung airway diameters and the breathing capacity of human lungs normally increase with age until the age of 30. Many studies have analyzed the particle TD in the human lung airways. However, the knowledge of the nanoparticle TD in airways of infants and children with varying inhalation flow rates is still limited in the literature. This study investigates nanoparticle (5 nm ≤ dp ≤ 500 nm) TD in the lungs of infants, children, and adults. The inhalation air flow rates corresponding to three ages are considered as Qin=3.22 L/min (infant), 8.09 L/min (Child), and Qin=14 L/min (adult). It is found that less particles are deposited in upper lung airways (G0–G3) than in lower airways (G12–G15) in the lungs of all the three age groups. The results suggest that the particle deposition efficiency in lung airways increases with the decrease of particle size due to the Brownian diffusion mechanism. About 3% of 500 nm particles are deposited in airways G12–G15 for the three age groups. As the particle size is decreased to 5 nm, the deposition rate in G12–G15 is increased to over 95%. The present findings can help medical therapy by individually simulating the distribution of drug-aerosol for the patient-specific lung.
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A whole lung in silico model to estimate age dependent particle dosimetry. Sci Rep 2021; 11:11180. [PMID: 34045500 PMCID: PMC8159973 DOI: 10.1038/s41598-021-90509-8] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2020] [Accepted: 05/12/2021] [Indexed: 11/08/2022] Open
Abstract
Anatomical and physiological changes alter airflow characteristics and aerosol distribution in the developing lung. Correlation between age and aerosol dosimetry is needed, specifically because youth are more susceptible to medication side effects. In this study, we estimate aerosol dosages (particle diameters of 1, 3, and 5 [Formula: see text]m) in a 3 month-old infant, a 6 year-old child, and a 36 year-old adult by performing whole lung subject-specific particle simulations throughout respiration. For 3 [Formula: see text]m diameter particles we estimate total deposition as 88, 73, and [Formula: see text] and the conducting versus respiratory deposition ratios as 4.0, 0.5, and 0.4 for the infant, child, and adult, respectively. Due to their lower tidal volumes and functional residual capacities the deposited mass is smaller while the tissue concentrations are larger in the infant and child subjects, compared to the adult. Furthermore, we find that dose cannot be predicted by simply scaling by tidal volumes. These results highlight the need for additional clinical and computational studies that investigate the efficiency of treatment, while optimizing dosage levels in order to alleviate side effects, in youth.
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Byrley P, Boyes WK, Rogers K, Jarabek AM. 3D Printer Particle Emissions: Translation to Internal Dose in Adults and Children. JOURNAL OF AEROSOL SCIENCE 2021; 154:1-12. [PMID: 35999899 PMCID: PMC9393897 DOI: 10.1016/j.jaerosci.2021.105765] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/05/2023]
Abstract
Desktop fused deposition modeling (FDM®) three-dimensional (3D) printers are becoming increasingly popular in schools, libraries, and among home hobbyists. FDM® 3D printers have been shown to release ultrafine airborne particles in large amounts, indicating the potential for inhalation exposure and consequent health risks among FDM® 3D printer users and other room occupants including children. These particles are generated from the heating of thermoplastic polymer feedstocks during the FDM® 3D printing process, with the most commonly used polymers being acrylonitrile butadiene styrene (ABS) and poly-lactic acid (PLA). Risk assessment of these exposures demands estimation of internal dose, especially to address intra-human variability across life stages. Dosimetry models have proven to effectively translate particle exposures to internal dose metrics relevant to evaluation of their effects in the respiratory tract. We used the open-access multiple path particle dosimetry (MPPD v3.04) model to estimate inhaled particle deposition in different regions of the respiratory tract for children of various age groups from three months to eighteen years old adults. Mass concentration data for input into the MPPD model were calculated using particle size distribution and density data from experimental FDM® 3D printer emissions tests using both ABS and PLA. The impact of changes in critical parameters that are principal determinants of inhaled dose, including: sex, age, and exposure duration, was examined using input parameter values available from the International Commission on Radiological Protection. Internal dose metrics used included regional mass deposition, mass deposition normalized by pulmonary surface area, surface area of deposited particles by pulmonary surface area, and retained regional mass. Total mass deposition was found to be highest in the 9-year-old to 18-year-old age groups with mass deposition by pulmonary surface area highest in 3-month-olds to 9-year-olds and surface area of deposited particles by pulmonary surface area to be highest in 9-year-olds. Clearance modeling revealed that frequent 3D printer users are at risk for an increased cumulative retained dose.
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Affiliation(s)
- Peter Byrley
- Health and Environmental Effects Assessment Division (HEEAD), Center for Public Health and Environmental Assessment, Office of Research and Development (ORD), USEPA, RTP, NC 27711
- Corresponding author: 109 T.W. Alexander Drive, MD B243, CPHEA/HEEAD/IHAB, U.S. EPA, Research Triangle Park, NC 27711, United States, Telephone: +1-919-541-9457;
| | - William K. Boyes
- Public Health and Integrated Toxicology Division (PHID), Center for Public Health and Environmental Assessment (CPHEA), Office of Research and Development (ORD), USEPA, RTP, NC 27711
| | - Kim Rogers
- Watershed and Ecosystem Characterization Division (WECD), Center for Environmental Measurement and Modeling (CEMM), Office of Research and Development (ORD), USEPA, RTP, NC 27711
| | - Annie M. Jarabek
- Health and Environmental Effects Assessment Division (HEEAD), Center for Public Health and Environmental Assessment, Office of Research and Development (ORD), USEPA, RTP, NC 27711
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Madureira J, Slezakova K, Silva AI, Lage B, Mendes A, Aguiar L, Pereira MC, Teixeira JP, Costa C. Assessment of indoor air exposure at residential homes: Inhalation dose and lung deposition of PM 10, PM 2.5 and ultrafine particles among newborn children and their mothers. THE SCIENCE OF THE TOTAL ENVIRONMENT 2020; 717:137293. [PMID: 32092813 DOI: 10.1016/j.scitotenv.2020.137293] [Citation(s) in RCA: 31] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/30/2019] [Revised: 01/28/2020] [Accepted: 02/11/2020] [Indexed: 06/10/2023]
Abstract
Accurate assessment of particulate matter (PM) dose and respiratory deposition is essential to better understand the risks of exposure to PM and, consequently, to develop the respective risk-control strategies. In homes, this is especially relevant in regards to ultrafine particles (UFP; <0.1 μm) which origin in these environments is mostly due to indoor sources. Thus, this study aimed to estimate inhalation doses for different PM mass/number size fractions (i.e., PM10, PM2.5 and UFP) in indoor air of residential homes and to quantify the deposition (total, regional and lobar) in human respiratory tract for both newborn children and mothers. Indoor real-time measurements of PM10, PM2.5 and UFP were conducted in 65 residential homes situated in Oporto metropolitan area (Portugal). Inhalation doses were estimated based on the physical characteristics of individual subjects and their activity patterns. The multi-path particle dosimetry model was used to quantify age-specific depositions in human respiratory tract. The results showed that 3-month old infants exhibited 4-fold higher inhalation doses than their mothers. PM10 were primarily deposited in the head region (87%), while PM2.5 and UFP depositions mainly occurred in the pulmonary area (39% and 43%, respectively). Subject age affected the pulmonary region and the total lung deposition; higher deposition being observed among the newborns. Similarly, lower lobes (left lobe: 37% and right lobe: 30%) received higher PM deposition than upper and middle lobes; right lobes lung are prone to be more susceptible to respiratory problems, since asymmetric deposition was observed. Considering that PM-related diseases occur at specific sites of respiratory system, quantification of site-specific particle deposition should be predicted in order to better evidence the respective health outcomes resulting from inhaled PM.
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Affiliation(s)
- Joana Madureira
- Environmental Health Department, National Institute of Health, Rua Alexandre Herculano, 321, 4000-055 Porto, Portugal; EPIUnit - Instituto de Saúde Pública, Universidade do Porto, Rua das Taipas 135, 4050-600 Porto, Portugal.
| | - Klara Slezakova
- LEPABE, Departamento de Engenharia Química, Faculdade de Engenharia, Universidade do Porto, Rua Dr. Roberto Frias, 4200-465 Porto, Portugal.
| | - Ana Inês Silva
- Environmental Health Department, National Institute of Health, Rua Alexandre Herculano, 321, 4000-055 Porto, Portugal; EPIUnit - Instituto de Saúde Pública, Universidade do Porto, Rua das Taipas 135, 4050-600 Porto, Portugal; ICBAS-Institute of Biomedical Sciences Abel Salazar, U. Porto-University of Porto, Rua de Jorge Viterbo Ferreira 228, 4050-313 Porto, Portugal
| | - Bruna Lage
- Environmental Health Department, National Institute of Health, Rua Alexandre Herculano, 321, 4000-055 Porto, Portugal; EPIUnit - Instituto de Saúde Pública, Universidade do Porto, Rua das Taipas 135, 4050-600 Porto, Portugal
| | - Ana Mendes
- Environmental Health Department, National Institute of Health, Rua Alexandre Herculano, 321, 4000-055 Porto, Portugal; EPIUnit - Instituto de Saúde Pública, Universidade do Porto, Rua das Taipas 135, 4050-600 Porto, Portugal
| | - Lívia Aguiar
- Environmental Health Department, National Institute of Health, Rua Alexandre Herculano, 321, 4000-055 Porto, Portugal
| | - Maria Carmo Pereira
- LEPABE, Departamento de Engenharia Química, Faculdade de Engenharia, Universidade do Porto, Rua Dr. Roberto Frias, 4200-465 Porto, Portugal
| | - João Paulo Teixeira
- Environmental Health Department, National Institute of Health, Rua Alexandre Herculano, 321, 4000-055 Porto, Portugal; EPIUnit - Instituto de Saúde Pública, Universidade do Porto, Rua das Taipas 135, 4050-600 Porto, Portugal
| | - Carla Costa
- Environmental Health Department, National Institute of Health, Rua Alexandre Herculano, 321, 4000-055 Porto, Portugal; EPIUnit - Instituto de Saúde Pública, Universidade do Porto, Rua das Taipas 135, 4050-600 Porto, Portugal
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Elias-Kirma S, Artzy-Schnirman A, Das P, Heller-Algazi M, Korin N, Sznitman J. In situ-Like Aerosol Inhalation Exposure for Cytotoxicity Assessment Using Airway-on-Chips Platforms. Front Bioeng Biotechnol 2020; 8:91. [PMID: 32154228 PMCID: PMC7044134 DOI: 10.3389/fbioe.2020.00091] [Citation(s) in RCA: 28] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2019] [Accepted: 01/31/2020] [Indexed: 12/02/2022] Open
Abstract
Lung exposure to inhaled particulate matter (PM) is known to injure the airway epithelium via inflammation, a phenomenon linked to increased levels of global morbidity and mortality. To evaluate physiological outcomes following PM exposure and concurrently circumvent the use of animal experiments, in vitro approaches have typically relied on traditional assays with plates or well inserts. Yet, these manifest drawbacks including the inability to capture physiological inhalation conditions and aerosol deposition characteristics relative to in vivo human conditions. Here, we present a novel airway-on-chip exposure platform that emulates the epithelium of human bronchial airways with critical cellular barrier functions at an air-liquid interface (ALI). As a proof-of-concept for in vitro lung cytotoxicity testing, we recapitulate a well-characterized cell apoptosis pathway, induced through exposure to 2 μm airborne particles coated with αVR1 antibody that leads to significant loss in cell viability across the recapitulated airway epithelium. Notably, our in vitro inhalation assays enable simultaneous aerosol exposure across multiple airway chips integrated within a larger bronchial airway tree model, under physiological respiratory airflow conditions. Our findings underscore in situ-like aerosol deposition outcomes where patterns depend on respiratory flows across the airway tree geometry and gravitational orientation, as corroborated by concurrent numerical simulations. Our airway-on-chips not only highlight the prospect of realistic in vitro exposure assays in recapitulating characteristic local in vivo deposition outcomes, such platforms open opportunities toward advanced in vitro exposure assays for preclinical cytotoxicity and drug screening applications.
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Affiliation(s)
| | | | | | | | | | - Josué Sznitman
- Department of Biomedical Engineering, Technion – Israel Institute of Technology, Haifa, Israel
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10
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Artzy-Schnirman A, Zidan H, Elias-Kirma S, Ben-Porat L, Tenenbaum-Katan J, Carius P, Fishler R, Schneider-Daum N, Lehr CM, Sznitman J. Capturing the Onset of Bacterial Pulmonary Infection in Acini-On-Chips. ADVANCED BIOSYSTEMS 2019; 3:e1900026. [PMID: 32648651 PMCID: PMC7611792 DOI: 10.1002/adbi.201900026] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/26/2019] [Revised: 06/30/2019] [Indexed: 12/20/2022]
Abstract
Bacterial invasion of the respiratory system leads to complex immune responses. In the deep alveolar regions, the first line of defense includes foremost the alveolar epithelium, the surfactant-rich liquid lining, and alveolar macrophages. Typical in vitro models come short of mimicking the complexity of the airway environment in the onset of airway infection; among others, they neither capture the relevant anatomical features nor the physiological flows innate of the acinar milieu. Here, novel microfluidic-based acini-on-chips that mimic more closely the native acinar airways at a true scale with an anatomically inspired, multigeneration alveolated tree are presented and an inhalation-like maneuver is delivered. Composed of human alveolar epithelial lentivirus immortalized cells and macrophages-like human THP-1 cells at an air-liquid interface, the models maintain critically an epithelial barrier with immune function. To demonstrate, the usability and versatility of the platforms, a realistic inhalation exposure assay mimicking bacterial infection is recapitulated, whereby the alveolar epithelium is exposed to lipopolysaccharides droplets directly aerosolized and the innate immune response is assessed by monitoring the secretion of IL8 cytokines. These efforts underscore the potential to deliver advanced in vitro biosystems that can provide new insights into drug screening as well as acute and subacute toxicity assays.
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Affiliation(s)
- Arbel Artzy-Schnirman
- Department of Biomedical Engineering, Technion-Israel Institute of Technology, Haifa, Israel
| | - Hikaia Zidan
- Department of Biomedical Engineering, Technion-Israel Institute of Technology, Haifa, Israel
| | - Shani Elias-Kirma
- Department of Biomedical Engineering, Technion-Israel Institute of Technology, Haifa, Israel
| | - Lee Ben-Porat
- Department of Biomedical Engineering, Technion-Israel Institute of Technology, Haifa, Israel
| | - Janna Tenenbaum-Katan
- Department of Biomedical Engineering, Technion-Israel Institute of Technology, Haifa, Israel
| | - Patrick Carius
- Helmholtz Institute for Pharmaceutical Research Saarland (HIPS), Helmholtz Center for Infection Research (HZI), Saarland University, 66123 Saarbrücken, Germany
- Biopharmaceutics and Pharmaceutical Technology, Department of Pharmacy, Saarland University, 66123 Saarbrücken, Germany
| | - Ramy Fishler
- Department of Biomedical Engineering, Technion-Israel Institute of Technology, Haifa, Israel
| | - Nicole Schneider-Daum
- Helmholtz Institute for Pharmaceutical Research Saarland (HIPS), Helmholtz Center for Infection Research (HZI), Saarland University, 66123 Saarbrücken, Germany
| | - Claus-Michael Lehr
- Helmholtz Institute for Pharmaceutical Research Saarland (HIPS), Helmholtz Center for Infection Research (HZI), Saarland University, 66123 Saarbrücken, Germany
- Biopharmaceutics and Pharmaceutical Technology, Department of Pharmacy, Saarland University, 66123 Saarbrücken, Germany
| | - Josué Sznitman
- Department of Biomedical Engineering, Technion-Israel Institute of Technology, Haifa, Israel
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11
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Poorbahrami K, Oakes JM. Regional flow and deposition variability in adult female lungs: A numerical simulation pilot study. Clin Biomech (Bristol, Avon) 2019; 66:40-49. [PMID: 29395490 DOI: 10.1016/j.clinbiomech.2017.12.014] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/10/2017] [Revised: 12/18/2017] [Accepted: 12/30/2017] [Indexed: 02/07/2023]
Abstract
BACKGROUND Despite the promise of respiratory simulations improving diagnosis and treatment of pulmonary diseases, model predictions have yet to be translated into the clinical setting. Current state-of-the-art in silico models have not yet incorporated subject variability in their predictions of airflow distributions and extent of deposited particles. Until inter-subject variability is accounted for in lung modeling, it will remain impossible to translate model predictions into clinical practice. METHODS Airflow and particle trajectories (dp=1,3,5μm) are calculated in three subject-specific female adults by performing physiologically-based simulations. The computation framework features the ability to track air and particles throughout the respiration cycle and in the entire lung. Airway resistances, air velocities, and local deposition sites are correlated to airway anatomical features. FINDINGS Smaller airway diameters are correlated to larger airway resistances and pressure gradients in one subject compared to the other two. Irregular shape of the airway and flow direction (e.g. inspiration or expiration) correspond with peak velocities and secondary flow motions. Largest subject variability in deposition between conducting and respiratory zones is seen for 1 μm diameter particles. Little difference in total deposition is found among subjects. Localized deposited particle concentration hotspots are linked to airway anatomy and flow motion. INTERPRETATION Simulation predictions provide a first look into the correlation of anatomical features with airflow characteristics and deposited particle concentrations. Global deposition percentages ranged (at most, by 20%) between subjects and variances in localized deposition hotspots are correlated to variances in flow characteristics.
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Affiliation(s)
- Kamran Poorbahrami
- Department of Mechanical and Industrial Engineering, Northeastern University, USA.
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12
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Roth CJ, Förster KM, Hilgendorff A, Ertl-Wagner B, Wall WA, Flemmer AW. Gas exchange mechanisms in preterm infants on HFOV - a computational approach. Sci Rep 2018; 8:13008. [PMID: 30158557 PMCID: PMC6115430 DOI: 10.1038/s41598-018-30830-x] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2018] [Accepted: 07/19/2018] [Indexed: 11/25/2022] Open
Abstract
High-frequency oscillatory ventilation (HFOV) is a commonly used therapy applied to neonates requiring ventilatory support during their first weeks of life. Despite its wide application, the underlying gas exchange mechanisms promoting the success of HVOF in neonatal care are not fully understood until today. In this work, a highly resolved computational lung model, derived from Magnetic Resonance Imaging (MRI) and Infant Lung Function Testing (ILFT), is used to reveal the reason for highly efficient gas exchange during HFOV, in the preterm infant. In total we detected six mechanisms that facilitate gas exchange during HFOV: (i) turbulent vortices in large airways; (ii) asymmetric in- and expiratory flow profiles; (iii) radial mixing in main bronchi; (iv) laminar flow in higher generations of the respiratory tract; (v) pendelluft; (vi) direct ventilation of central alveoli. The illustration of six specific gas transport phenomena during HFOV in preterm infants advances general knowledge on protective ventilation in neonatal care and can support decisions on various modes of ventilatory therapy at high frequencies.
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Affiliation(s)
- Christian J Roth
- Institute for Computational Mechanics, Technical University of Munich, 85748, Garching, Germany
| | - Kai M Förster
- Division of Neonatology, Dr. von Hauner Children's Hospital, Perinatal Center Grosshadern, LMU-Munich, 81337, Munich, Germany
- Comprehensive Pneumology Center, Helmholtz Zentrum München, Munich, Germany, Member of the German Lung Research Center (DZL), Munich, Germany
| | - Anne Hilgendorff
- Division of Neonatology, Dr. von Hauner Children's Hospital, Perinatal Center Grosshadern, LMU-Munich, 81337, Munich, Germany
- Comprehensive Pneumology Center, Helmholtz Zentrum München, Munich, Germany, Member of the German Lung Research Center (DZL), Munich, Germany
| | | | - Wolfgang A Wall
- Institute for Computational Mechanics, Technical University of Munich, 85748, Garching, Germany
| | - Andreas W Flemmer
- Division of Neonatology, Dr. von Hauner Children's Hospital, Perinatal Center Grosshadern, LMU-Munich, 81337, Munich, Germany.
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13
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Oakes JM, Roth SC, Shadden SC. Airflow Simulations in Infant, Child, and Adult Pulmonary Conducting Airways. Ann Biomed Eng 2017; 46:498-512. [PMID: 29264667 DOI: 10.1007/s10439-017-1971-9] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2017] [Accepted: 12/13/2017] [Indexed: 10/18/2022]
Abstract
The airway structure continuously evolves from birth to adulthood, influencing airflow dynamics and respiratory mechanics. We currently know very little about how airflow patterns change throughout early life and its impact on airway resistance, namely because of experimental limitations. To uncover differences in respiratory dynamics between age groups, we performed subject-specific airflow simulations in an infant, child, and adult conducting airways. Airflow throughout the respiration cycle was calculated by coupling image-based models of the conducting airways to the global respiratory mechanics, where flow was driven by a pressure differential. Trachea diameter was 19, 9, and 4.5 mm for the adult (36 years, female), child (6 years, male), and infant (0.25 years, female), respectively. Mean Reynolds number within the trachea was nearly the same for each subject (1100) and Womersley number was above unity for all three subjects and largest for the adult, highlighting the significance of transient effects. In general, air speeds and airway resistances within the conducting airways were inversely correlated with age; the 3D pressure drop was highest in the infant model. These simulations provide new insight into age-dependent flow dynamics throughout the respiration cycle within subject-specific airways.
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Affiliation(s)
- Jessica M Oakes
- Department of Bioengineering, Northeastern University, Boston, MA, USA.
| | - Steven C Roth
- Department of Mechanical Engineering, University of California, Berkeley, Berkeley, CA, 94720, USA
| | - Shawn C Shadden
- Department of Mechanical Engineering, University of California, Berkeley, Berkeley, CA, 94720, USA
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14
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Bauer K, Nof E, Sznitman J. Revisiting high-frequency oscillatory ventilation in vitro and in silico in neonatal conductive airways. Clin Biomech (Bristol, Avon) 2017; 66:50-59. [PMID: 29217332 PMCID: PMC5860751 DOI: 10.1016/j.clinbiomech.2017.11.009] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/21/2017] [Revised: 11/18/2017] [Accepted: 11/20/2017] [Indexed: 02/07/2023]
Abstract
BACKGROUND High frequency oscillatory ventilation is often used for lung support in premature neonates suffering from respiratory distress syndrome. Despite its broad use in neonatal intensive care units, there are to date no accepted protocols for the choice of appropriate ventilation parameter settings. In this context, the underlying mass transport mechanisms are still not fully understood. METHODS We revisit the question of flow phenomena under conventional mechanical ventilation and high frequency oscillatory ventilation in an anatomically-inspired model of neonatal conductive airways spanning the first few airway generations. We first perform at true scale in vitro particle image velocimetry measurements of respiratory flow patterns. Next, we explore in silico convective mass transport in computational fluid dynamics simulations by implementing Lagrangian tracking of tracer boli, where the ventilatory flow rate is fixed. FINDINGS Particle image velocimetry measurements at eight representative phase angles of a breathing cycle reveal similar flow patterns at peak velocity and during deceleration phases for conventional mechanical ventilation and high frequency oscillatory ventilation. Characteristic differences occur during the acceleration and flow reversal phases. Net displacements of the tracer particles rapidly reach asymptotic behaviour over cumulative breathing cycles and suggest a linear relation between tidal volume and convective mass transport. INTERPRETATION The linear relation observed suggests that differences in flow characteristics between conventional mechanical ventilation and high frequency oscillatory ventilation conditions do not substantially influence convective mass transport mechanisms. Lower tidal volumes thus cannot be compensated straightforwardly by selecting higher frequencies to maintain similar ventilation efficiencies.
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Affiliation(s)
- Katrin Bauer
- Institute of Mechanics and Fluid Dynamics, TU Bergakademie Freiberg, 09599 Freiberg, Germany,
| | - Eliram Nof
- Department of Biomedical Engineering, Technion - Israel Institute of Technology, Haifa 32000, Israel, ,
| | - Josué Sznitman
- Department of Biomedical Engineering, Technion - Israel Institute of Technology, Haifa 32000, Israel, ,
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15
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Kuo W, Soffers T, Andrinopoulou ER, Rosenow T, Ranganathan S, Turkovic L, Stick SM, Tiddens HAWM. Quantitative assessment of airway dimensions in young children with cystic fibrosis lung disease using chest computed tomography. Pediatr Pulmonol 2017; 52:1414-1423. [PMID: 28881106 DOI: 10.1002/ppul.23787] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/07/2017] [Accepted: 07/06/2017] [Indexed: 12/12/2022]
Abstract
OBJECTIVE To evaluate lung disease progression using airway and artery (AA) dimensions on chest CT over 2-year interval in young CF patients longitudinally and compare to disease controls cross-sectionally. METHODS Retrospective analysis of pressure controlled end-inspiratory CTs, 12 routine baseline (CT1 ) and follow up (CT2 ) from AREST CF cohort; 12 disease controls with normal CT. All visible AA-pairs were measured perpendicular to the airway axis. Inner and outer airway diameters and wall (outer-inner radius) thickness were divided by adjacent arteries to compute Ain A-, Aout A-, and AWT A-ratios, respectively. Differences between CF and control data were assessed using mixed effects models predicting AA-ratios per segmental generation (SG). Power calculations were performed with 80% power and ɑ = 0.05. RESULTS CF, median age CT1 2 years; CT2 3.9 years, 5 males. Controls, median age 2.9 years, 10 males. Total of 4798 AA-pairs measured. Cross-sectionally: Ain A-ratio showed no difference between controls and CF CT1 or CT2 . Aout A-ratio was significantly higher in CF CT1 (SG 2-4) and CT2 (SG 2-5) compared to controls. AWT A-ratio was increased for CF CT1 (SG 1-5) and CT2 (SG 2-6) compared to controls. CF longitudinally: Ain A-ratio was significantly higher at CT2 compared to CT1 . Increase in Aout A-ratio at CT2 compared to CT1 was visible in SG ≥4. Sample sizes of 21 and 58 would be necessary for 50% and 30% Aout A-ratio reductions, respectively, between CF CT2 and controls. CONCLUSION AA-ratio differences were present in young CF patients relative to disease controls. Aout A-ratio as an objective parameter for bronchiectasis could reduce sample sizes for clinical trials.
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Affiliation(s)
- Wieying Kuo
- Department of Pediatric Pulmonology and Allergology, Erasmus MC-Sophia Children's Hospital, Rotterdam, The Netherlands.,Department of Radiology, Erasmus MC, Rotterdam, The Netherlands
| | - Thomas Soffers
- Department of Pediatric Pulmonology and Allergology, Erasmus MC-Sophia Children's Hospital, Rotterdam, The Netherlands
| | | | - Tim Rosenow
- Telethon Kids Institute, The University of Western Australia, Perth, Australia
| | - Sarath Ranganathan
- Infection and Immunity Theme, Murdoch Children's Research Institute, Melbourne, Australia.,Department of Paediatrics, University of Melbourne, Australia.,Department of Respiratory Medicine, Royal Children's Hospital, Melbourne, Australia
| | - Lidija Turkovic
- Telethon Kids Institute, The University of Western Australia, Perth, Australia
| | - Stephen M Stick
- Telethon Kids Institute, The University of Western Australia, Perth, Australia.,Princess Margaret Hospital for Children, Perth, Western Australia, Australia.,School of Paediatrics and Child Health, University of Western Australia, Perth, Western Australia, Australia
| | - Harm A W M Tiddens
- Department of Pediatric Pulmonology and Allergology, Erasmus MC-Sophia Children's Hospital, Rotterdam, The Netherlands.,Department of Radiology, Erasmus MC, Rotterdam, The Netherlands
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16
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Schmalisch G. Current methodological and technical limitations of time and volumetric capnography in newborns. Biomed Eng Online 2016; 15:104. [PMID: 27576441 PMCID: PMC5004292 DOI: 10.1186/s12938-016-0228-4] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2016] [Accepted: 08/23/2016] [Indexed: 02/07/2023] Open
Abstract
Although capnography is a standard tool in mechanically ventilated adult and pediatric patients, it has physiological and technical limitations in neonates. Gas exchange differs between small and adult lungs due to the greater impact of small airways on gas exchange, the higher impact of the apparatus dead space on measurements due to lower tidal volume and the occurrence of air leaks in intubated patients. The high respiratory rate and low tidal volume in newborns, especially those with stiff lungs, require main-stream sensors with fast response times and minimal dead-space or low suction flow when using side-stream measurements. If these technical requirements are not fulfilled, the measured end-tidal CO2 (P et CO 2 ), which should reflect the alveolar CO2 and the calculated airway dead spaces, can be misleading. The aim of this survey is to highlight the current limitations of capnography in very young patients to avoid pitfalls associated with the interpretation of capnographic parameters, and to describe further developments.
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Affiliation(s)
- Gerd Schmalisch
- Department of Neonatology, Charité University Medical Center, Charitéplatz 1, 10117, Berlin, Germany.
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17
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Katan JT, Hofemeier P, Sznitman J. Computational Models of Inhalation Therapy in Early Childhood: Therapeutic Aerosols in the Developing Acinus. J Aerosol Med Pulm Drug Deliv 2016; 29:288-98. [PMID: 26907858 DOI: 10.1089/jamp.2015.1271] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022] Open
Abstract
BACKGROUND Inhalation therapy targeted to the deep alveolated regions holds great promise, specifically in pediatric populations. Yet, inhalation devices and medical protocols are overwhelmingly derived from adult guidelines, with very low therapeutic efficiency in young children. During the first years of life, airway remodeling and changing ventilation patterns are anticipated to alter aerosol deposition with underachieving outcomes in infants. As past research is still overwhelmingly focused on adults or limited to models of upper airways, a fundamental understanding of inhaled therapeutic transport and deposition in the acinar regions is needed to shed light on delivering medication to the developing alveoli. METHODS Using computational fluid dynamics (CFD), we simulated inhalation maneuvers in anatomically-inspired models of developing acinar airways, covering the distinct phases of lung development, from underdeveloped, saccular pulmonary architectures in infants, to structural changes in toddlers, ultimately mimicking space-filling morphologies of a young child, representing scaled-down adult lungs. We model aerosols whose diameters span the range of sizes acknowledged to reach the alveolar regions and examine the coupling between morphological changes, varying ventilation patterns and particle characteristics on deposition outcomes. RESULTS Spatial distributions of deposited particles point to noticeable changes in the patterns of aerosol deposition with age, in particular in the youngest age group examined (3 month). Total deposition efficiency, as well as deposition dispersion, vary not only with the phases of lung development but also and critically with aerosol diameter. CONCLUSIONS Given the various challenges when prescribing inhalation therapy to a young infant, our findings underline some mechanistic aspects to consider when targeting medication to the developing alveoli. Not only does the intricate coupling between acinar morphology and ventilation patterns need to be considered, but the physical properties (i.e., aerodynamic size) of therapeutic aerosols also closely affect the anticipated success rates of the inhaled medication.
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Affiliation(s)
- Janna Tenenbaum Katan
- Department of Biomedical Engineering, Technion-Israel Institute of Technology , Haifa, Israel
| | - Philipp Hofemeier
- Department of Biomedical Engineering, Technion-Israel Institute of Technology , Haifa, Israel
| | - Josué Sznitman
- Department of Biomedical Engineering, Technion-Israel Institute of Technology , Haifa, Israel
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18
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Hofemeier P, Shachar-Berman L, Tenenbaum-Katan J, Filoche M, Sznitman J. Unsteady diffusional screening in 3D pulmonary acinar structures: from infancy to adulthood. J Biomech 2015; 49:2193-2200. [PMID: 26699945 DOI: 10.1016/j.jbiomech.2015.11.039] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2015] [Accepted: 11/10/2015] [Indexed: 11/26/2022]
Abstract
Diffusional screening in the lungs is a physical phenomenon where the specific topological arrangement of alveolated airways of the respiratory region leads to a depletion, or 'screening', of oxygen molecules with increasing acinar generation. Here, we revisit diffusional screening phenomena in anatomically-inspired pulmonary acinar models under realistic breathing maneuvers. By modelling 3D bifurcating alveolated airways capturing both convection and diffusion, unsteady oxygen transport is investigated under cyclic breathing motion. To evaluate screening characteristics in the developing lungs during growth, four representative stages of lung development were chosen (i.e. 3 months, 1 year and 9 months, 3 years and adulthood) that capture distinct morphological acinar changes spanning alveolarization phases to isotropic alveolar growth. Numerical simulations unveil the dramatic changes in O2 transport occurring during lung development, where young infants exhibit highest acinar efficiencies that rapidly converge with age to predictions at adulthood. With increased ventilatory effort, transient dynamics of oxygen transport is fundamentally altered compared to tidal breathing and emphasizes the augmented role of convection. Resolving the complex convective acinar flow patterns in 3D acinar trees allows for the first time a spatially-localized and time-resolved characterization of oxygen transport in the pulmonary acinus, from infancy to adulthood.
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Affiliation(s)
- Philipp Hofemeier
- Department of Biomedical Engineering, Technion - Israel Institute of Technology, Haifa, 32000, Israel
| | - Lihi Shachar-Berman
- Department of Biomedical Engineering, Technion - Israel Institute of Technology, Haifa, 32000, Israel
| | - Janna Tenenbaum-Katan
- Department of Biomedical Engineering, Technion - Israel Institute of Technology, Haifa, 32000, Israel
| | - Marcel Filoche
- INSERM, U955 (Equipe 13) and CNRS ERL 7240, Cell and Respiratory Biomechanics, Universit Paris-Est, 94010 Crteil, France; Physique de la Matire Condense, Ecole Polytechnique, CNRS, 91128 Palaiseau, France
| | - Josué Sznitman
- Department of Biomedical Engineering, Technion - Israel Institute of Technology, Haifa, 32000, Israel.
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19
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Sturm R. Theoretical deposition of nanotubes in the respiratory tract of children and adults. ANNALS OF TRANSLATIONAL MEDICINE 2014; 2:6. [PMID: 25332982 DOI: 10.3978/j.issn.2305-5839.2013.07.05] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Received: 06/29/2013] [Accepted: 07/19/2013] [Indexed: 11/14/2022]
Abstract
INTRODUCTION Nanotubes are assumed to contribute to a significant exacerbation of asthma and to enhance the risk of profibrotic effects in lungs being affected by this injury. Therefore, deposition of nanotubes in the lungs of subjects with different ages was subject to a detailed theoretical investigation. METHODS Nanoparticle deposition was computed by application of well validated stochastic deposition model, including four main deposition forces (Brownian diffusion, inertial impaction, interception, gravitational settling). Nonspherical particle geometry was considered with the help of the aerodynamic diameter concept. Deposition was calculated for particles with diameters adopting values of 1, 10, and 100 nm as well as aspect ratios of 10, 50, and 100. Lungs of subjects with different ages were generated with the help of scaling factors and allometric functions. Inhalation was uniformly supposed to take place under non-strain conditions (sitting breathing conditions). RESULTS Total deposition of nanotubes is significantly increased with proceeding age, with deposition probability being negatively correlated with particle size (diameter and aspect ratio). Whilst extrathoracic deposition is subject to a slight decrease from infants to adults, bronchial/bronchiolar and alveolar depositions are exponentially increased. DISCUSSION AND CONCLUSIONS Due to an increase of nanotube deposition with proceeding age infants and children enjoy a certain protection from excessive particle exposure. This circumstance mostly reprieves their lungs from injuries induced by this sort of particles.
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Affiliation(s)
- Robert Sturm
- Brunnleitenweg 41, 5061 Elsbethen, Salzburg, Austria
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20
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Albuquerque-Silva I, Vecellio L, Durand M, Avet J, Le Pennec D, de Monte M, Montharu J, Diot P, Cottier M, Dubois F, Pourchez J. Particle deposition in a child respiratory tract model: in vivo regional deposition of fine and ultrafine aerosols in baboons. PLoS One 2014; 9:e95456. [PMID: 24787744 PMCID: PMC4005734 DOI: 10.1371/journal.pone.0095456] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2013] [Accepted: 03/27/2014] [Indexed: 11/21/2022] Open
Abstract
To relate exposure to adverse health effects, it is necessary to know where particles in the submicron range deposit in the respiratory tract. The possibly higher vulnerability of children requires specific inhalation studies. However, radio-aerosol deposition experiments involving children are rare because of ethical restrictions related to radiation exposure. Thus, an in vivo study was conducted using three baboons as a child respiratory tract model to assess regional deposition patterns (thoracic region vs. extrathoracic region) of radioactive polydisperse aerosols ([d16-d84], equal to [0.15 µm-0.5 µm], [0.25 µm-1 µm], or [1 µm-9 µm]). Results clearly demonstrated that aerosol deposition within the thoracic region and the extrathoraic region varied substantially according to particle size. High deposition in the extrathoracic region was observed for the [1 µm-9 µm] aerosol (72% ± 17%). The [0.15 µm-0.5 µm] aerosol was associated almost exclusively with thoracic region deposition (84% ± 4%). Airborne particles in the range of [0.25 µm-1 µm] showed an intermediate deposition pattern, with 49% ± 8% in the extrathoracic region and 51% ± 8% in the thoracic region. Finally, comparison of baboon and human inhalation experiments for the [1 µm-9 µm] aerosol showed similar regional deposition, leading to the conclusion that regional deposition is species-independent for this airborne particle sizes.
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Affiliation(s)
- Iolanda Albuquerque-Silva
- LINA, EA 4624, Saint-Etienne, France
- Ecole Nationale Supérieure des Mines, CIS-EMSE, LINA EA 4624, Saint-Etienne, France
- SFR IFRESIS, Saint-Etienne, France
| | - Laurent Vecellio
- EA6305, CEPR, Faculté de médecine, Université François Rabelais, Tours, France
- DTF-Aerodrug, Faculté de médecine, Tours, France
| | - Marc Durand
- LINA, EA 4624, Saint-Etienne, France
- SFR IFRESIS, Saint-Etienne, France
- Centre Hospitalier Emile Roux, Le Puy en Velay, France
| | - John Avet
- LINA, EA 4624, Saint-Etienne, France
- SFR IFRESIS, Saint-Etienne, France
- Université Jean Monnet, Faculté de Médecine, Saint-Etienne, France
- CHU de Saint-Etienne, Saint-Etienne, France
- Université de Lyon, Saint-Etienne, France
| | | | - Michèle de Monte
- EA6305, CEPR, Faculté de médecine, Université François Rabelais, Tours, France
| | - Jérôme Montharu
- EA6305, CEPR, Faculté de médecine, Université François Rabelais, Tours, France
| | - Patrice Diot
- EA6305, CEPR, Faculté de médecine, Université François Rabelais, Tours, France
- Service de Pneumologie, CHRU de Tours, Tours, France
| | - Michèle Cottier
- LINA, EA 4624, Saint-Etienne, France
- SFR IFRESIS, Saint-Etienne, France
- Université Jean Monnet, Faculté de Médecine, Saint-Etienne, France
- CHU de Saint-Etienne, Saint-Etienne, France
- Université de Lyon, Saint-Etienne, France
| | - Francis Dubois
- LINA, EA 4624, Saint-Etienne, France
- SFR IFRESIS, Saint-Etienne, France
- Université Jean Monnet, Faculté de Médecine, Saint-Etienne, France
- CHU de Saint-Etienne, Saint-Etienne, France
- Université de Lyon, Saint-Etienne, France
| | - Jérémie Pourchez
- LINA, EA 4624, Saint-Etienne, France
- Ecole Nationale Supérieure des Mines, CIS-EMSE, LINA EA 4624, Saint-Etienne, France
- SFR IFRESIS, Saint-Etienne, France
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21
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Asgharian B, Price O, McClellan G, Corley R, Einstein DR, Jacob RE, Harkema J, Carey SA, Schelegle E, Hyde D, Kimbell JS, Miller FJ. Development of a rhesus monkey lung geometry model and application to particle deposition in comparison to humans. Inhal Toxicol 2012; 24:869-99. [PMID: 23121298 PMCID: PMC5119470 DOI: 10.3109/08958378.2012.725782] [Citation(s) in RCA: 33] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
The exposure-dose-response characterization of an inhalation hazard established in an animal species needs to be translated to an equivalent characterization in humans relative to comparable doses or exposure scenarios. Here, the first geometry model of the conducting airways for rhesus monkeys is developed based upon CT images of the conducting airways of a 6-month-old male, rhesus monkey. An algorithm was developed for adding the alveolar region airways using published rhesus morphometric data. The resultant lung geometry model can be used in mechanistic particle or gaseous dosimetry models. Such dosimetry models require estimates of the upper respiratory tract volume of the animal and the functional residual capacity, as well as of the tidal volume and breathing frequency of the animal. The relationship of these variables to rhesus monkeys of differing body weights was established by synthesizing and modeling published data as well as modeling pulmonary function measurements on 121 rhesus control animals. Deposition patterns of particles up to 10 µm in size were examined for endotracheal and and up to 5 µm for spontaneous breathing in infant and young adult monkeys and compared to those for humans. Deposition fraction of respirable size particles was found to be higher in the conducting airways of infant and young adult rhesus monkeys compared to humans. Due to the filtering effect of the conducting airways, pulmonary deposition in rhesus monkeys was lower than that in humans. Future research areas are identified that would either allow replacing assumptions or improving the newly developed lung model.
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Affiliation(s)
- Bahman Asgharian
- Applied Research Associates, Inc., 8537 Six Forks Road, Suite 600, Raleigh, NC 27615-2963, USA.
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22
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Ginsberg G, Foos B, Dzubow RB, Firestone M. Options for incorporating children's inhaled dose into human health risk assessment. Inhal Toxicol 2010; 22:627-47. [PMID: 20540622 DOI: 10.3109/08958371003610958] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
Increasing attention has been placed on inhalation dosimetry in children because of children's greater air intake rate and unique windows of vulnerability for various toxicants and health outcomes. However, risk assessments have not incorporated this information because dosimetric adjustments have focused upon extrapolation across species rather than across age groups within the human population. The objectives of this study were to synthesize information regarding child/adult intake and dosimetry differences for particles and gases for potential application to risk assessment. Data and models gathered at a 2006 workshop and more recent studies were reviewed to better understand lung development and inhaled dose in children. The results show that child/adult differences exist both on a chemical intake basis and on a deposited or systemic dose basis. These differences can persist for several years and are not captured by standard intraspecies uncertainty factors or by USEPA's reference concentration (RfC) methodology. Options for incorporating children's inhalation exposures into human risk assessments include (1) 3-fold default air intake adjustment for the first 3 years of life with a reduced factor for older children; (2) superseding this default via simplified dosimetry models akin to USEPA's RfC methodology modified for children; (3) utilizing more sophisticated models with better anatomical and air flow descriptions; (4) running these models with input distributions to reflect interchild variability; (5) developing more advanced approaches involving imaging techniques and computational fluid dynamic (CFD) models. These options will enable children's inhaled dose to have a quantitative role in risk assessment that has been lacking and will establish a basis for ongoing research.
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Affiliation(s)
- Gary Ginsberg
- School of Community Medicine, University of Connecticut Health Center, Farmington, Connecticut 06030-6210, USA.
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23
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Abstract
Dosimetry provides information linking environmental exposures to sites of deposition, removal from these sites, and translocation of deposited materials. Dosimetry also aids in extrapolating laboratory animal and in vitro data to humans. Recent progress has shed light on: properties of particles in relation to their fates in the body; influence of age, gender, body size, and lung diseases on inhaled particle doses; particle movement to the brain via the olfactory nerves; and particle deposition hot spots in the respiratory tract. Ultrafine size has emerged as an important dosimetric characteristic. Particle count, composition, and surface properties are recognized as potentially important toxicology-related considerations. Differences in body size influence airway sizes, inhaled particle deposition, specific ventilation, and specific doses (e.g. per unit body mass). Related to body size, age, gender, species, and strain are also dosimetric considerations. Diseases, such as chronic obstructive pulmonary disease (COPD) and bronchitis, produce uneven doses within the respiratory tract. Traditional concepts of the translocation and clearance of deposited particles have been challenged. Ultrafine particles can translocate to the brain via olfactory nerves, and from the lung to other organs. The clearance rates of particles from tracheobronchial airways are slowed by respiratory tract infections, but newer evidence implies that slow particle clearance from this region also exists in healthy lungs. Finally, hot spots of particle deposition are seen in hollow models, lung tissue, and dosimetric simulations. Local doses to groups of epithelial cells can be much greater than those to surrounding cells. The new insights challenge dosimetry scientists.
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Affiliation(s)
- Robert F Phalen
- Department of Medicine, University of California, Irvine, CA 92697-1825, USA.
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24
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Thompson CM, Subramaniam RP, Grafström RC. Mechanistic and dose considerations for supporting adverse pulmonary physiology in response to formaldehyde. Toxicol Appl Pharmacol 2008; 233:355-9. [PMID: 18851987 DOI: 10.1016/j.taap.2008.09.011] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2008] [Revised: 08/31/2008] [Accepted: 09/14/2008] [Indexed: 11/30/2022]
Abstract
Induction of airway hyperresponsiveness and asthma from formaldehyde inhalation exposure remains a debated and controversial issue. Yet, recent evidences on pulmonary biology and the pharmacokinetics and toxicity of formaldehyde lend support for such adverse effects. Specifically, altered thiol biology from accelerated enzymatic reduction of the endogenous bronchodilator S-nitrosoglutathione and pulmonary inflammation from involvement of Th2-mediated immune responses might serve as key events and cooperate in airway pathophysiology. Understanding what role these mechanisms play in various species and lifestages (e.g., child vs. adult) could be crucial for making more meaningful inter- and intra-species dosimetric extrapolations in human health risk assessment.
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Affiliation(s)
- Chad M Thompson
- National Center for Environmental Assessment, Office of Research and Development, US Environmental Protection Agency, Washington, DC 20460, USA.
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