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Lee HJ, Jin KN, Lee HW, Lee JK, Park TY, Heo EY, Kim DK. Radiographic Phenotypes Affect the Risk of Inhaled Corticosteroid-Associated Pneumonia in Patients with COPD. Int J Chron Obstruct Pulmon Dis 2022; 17:2301-2315. [PMID: 36159655 PMCID: PMC9503700 DOI: 10.2147/copd.s372735] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2022] [Accepted: 09/09/2022] [Indexed: 11/23/2022] Open
Abstract
Purpose Few studies have reported the association between the radiographic characteristics and the development of pneumonia in patients with chronic obstructive pulmonary disease (COPD) treated with inhaled corticosteroids (ICSs). Our study aimed to assess the effect of radiographic phenotypes on the risk of pneumonia in patients treated with ICSs. Patients and Methods This study retrospectively analysed all patients with COPD treated with ICSs in a subset of the Korea Chronic Obstructive Pulmonary Disorders Subgroup Study registry between January 2017 and December 2019. The association between radiographic phenotypes including the presence and severity of emphysema, airway wall thickening, or bronchiectasis on chest computed tomography were determined visually/qualitatively and the risk of pneumonia was analyzed using the Cox regression model. Results Among the 90 patients with COPD treated with ICSs, 41 experienced pneumonia more than once during the median follow-up of 29 (interquartile range, 8–35) months. In univariate Cox regression analysis, older age, longer use of ICSs, use of fluticasone propionate or metered dose inhaler, and severe exacerbation events increased the risk of pneumonia. In multivariate analysis, the presence of emphysema (adjusted hazard ratio [aHR]=3.73, P=0.033), severity measured using the visual sum score (mild-to-moderate, aHR=8.58, P=0.016; severe, aHR=3.58, P=0.042), Goddard sum score (mild-to-moderate, aHR=3.31, P=0.058; severe, aHR=5.38, P=0.014), and the upper lobe distribution of emphysema (aHR=3.76, P=0.032) were associated with a higher risk of pneumonia. Subtypes of centrilobular and panlobular emphysema had a higher risk of pneumonia compared with paraseptal emphysema (aHR=3.98, P=0.033; HR=3.91, P=0.041 vs HR=2.74, P=0.304). The presence of bronchiectasis (aHR=2.41, P=0.02) and emphysema/bronchiectasis overlap phenotype (aHR=2.19, P=0.053) on chest CT was a risk factor for pneumonia in this population. However, severity of bronchiectasis and the presence or severity of bronchial wall thickening according to the visual sum score were not associated with the risk of pneumonia. Conclusion Among patients with COPD treated with ICSs, radiographic phenotypes including the presence of emphysema, bronchiectasis or emphysema/bronchiectasis overlap phenotype, severity with emphysema, subtypes of centrilobular or panlobular emphysema, and upper lobe distribution of emphysema may help predict the risk of pneumonia.
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Affiliation(s)
- Hyo Jin Lee
- Division of Respiratory and Critical Care, Department of Internal Medicine, Seoul Metropolitan Government-Seoul National University Boramae Medical Center, Seoul, South Korea
| | - Kwang Nam Jin
- Department of Radiology, Seoul Metropolitan Government-Seoul National University Boramae Medical Center, Seoul, South Korea
| | - Hyun Woo Lee
- Division of Respiratory and Critical Care, Department of Internal Medicine, Seoul Metropolitan Government-Seoul National University Boramae Medical Center, Seoul, South Korea
| | - Jung-Kyu Lee
- Division of Respiratory and Critical Care, Department of Internal Medicine, Seoul Metropolitan Government-Seoul National University Boramae Medical Center, Seoul, South Korea
| | - Tae Yeon Park
- Division of Respiratory and Critical Care, Department of Internal Medicine, Seoul Metropolitan Government-Seoul National University Boramae Medical Center, Seoul, South Korea
| | - Eun Young Heo
- Division of Respiratory and Critical Care, Department of Internal Medicine, Seoul Metropolitan Government-Seoul National University Boramae Medical Center, Seoul, South Korea
| | - Deog Kyeom Kim
- Division of Respiratory and Critical Care, Department of Internal Medicine, Seoul Metropolitan Government-Seoul National University Boramae Medical Center, Seoul, South Korea.,Department of Internal Medicine, Seoul National University College of Medicine, Seoul, South Korea
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Emphysema-Predominant COPD Had a Greater 5-Year Mortality and a Worse Annual Decline in Lung Function Than Airway Obstruction-Predominant COPD or Asthma at Initial Same Degree of Airflow Obstruction. Medicina (B Aires) 2021; 57:medicina57111261. [PMID: 34833478 PMCID: PMC8622286 DOI: 10.3390/medicina57111261] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2021] [Revised: 11/02/2021] [Accepted: 11/15/2021] [Indexed: 11/17/2022] Open
Abstract
Background and Objectives: We studied whether the extent of exertional oxygen desaturation and emphysema could cause greater mortality in COPD and asthma independent of airflow obstruction. Materials and Methods: We performed a 5-year longitudinal observational study in COPD and asthma patients who matched for airflow obstruction severity. All subjects performed a 6-min walk test (6MWT) and high-resolution computed tomography (HRCT) and followed spirometry and oxygen saturation (SpO2) during the 6MWT every 3–6 months. Overall survival was recorded. Cumulative survival curves were performed according to the Kaplan–Meier method and compared with the log-rank test. Results: The COPD group had higher emphysema scores, higher Δinspiratory capacities (ICs) and lower SpO2 during the 6MWT, which showed a greater yearly decline in FEV1 (40.6 mL) and forced vital capacity (FVC) (28 mL) than the asthma group (FEV1, 9.6 mL; FVC, 1.2 mL; p < 0.05). The emphysema-predominant COPD group had an accelerated annual decline in lung function and worse survival. The nadir SpO2 ≤ 80% and a higher emphysema score were the strong risk factors for mortality in COPD patients. Conclusions: The greater structural changes with a higher emphysema score and greater desaturation during the 6MWT in COPD may contribute to worse yearly decline in FEV1 and higher five-year mortality than in asthma patients with a similar airflow obstruction. The lowest SpO2 ≤ 80% during the 6MWT and emphysema-predominant COPD were the strong independent factors for mortality in chronic obstructive airway disease patients.
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Aaltonen HL, Petersson Sjögren M, Jakobsson JKF, Nicklasson H, Diaz S, Sánchez Montiel F, Zackrisson S, Ideböhn V, Engström G, Löndahl J, Wollmer P. Airspace dimension assessment with nanoparticles as a proposed biomarker for emphysema. Thorax 2021; 76:1040-1043. [PMID: 33859054 PMCID: PMC8461447 DOI: 10.1136/thoraxjnl-2020-214523] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2020] [Revised: 12/08/2020] [Accepted: 02/16/2021] [Indexed: 11/21/2022]
Abstract
Airspace dimension assessment with nanoparticles (AiDA) is a novel method to measure distal airspace radius non-invasively. In this study, AiDA radii were measured in 618 individuals from the population-based Swedish CArdiopulmonary BioImaging Study, SCAPIS. Subjects with emphysema detected by computed tomography were compared to non-emphysematous subjects. The 47 individuals with mainly mild-to-moderate visually detected emphysema had significantly larger AiDA radii, compared with non-emphysematous subjects (326±48 µm vs 291±36 µm); OR for emphysema per 10 µm: 1.22 (1.13–1.30, p<0.0001). Emphysema according to CT densitometry was similarly associated with larger radii compared with non-emphysematous CT examinations (316±41 µm vs 291 µm±26 µm); OR per 10 µm: 1.16 (1.08–1.24, p<0.0001). The results are in line with comparable studies. The results show that AiDA is a potential biomarker for emphysema in individuals in the general population.
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Affiliation(s)
- H Laura Aaltonen
- Department of Translational Medicine, Diagnostic Radiology, Lund University, Lund, Sweden
- Department of Imaging and Functional Medicine, Skåne University Hospital, Malmö, Sweden
- Department of Radiology, University of Washington, Seattle, Washington, USA
| | | | - Jonas K F Jakobsson
- Department of Design Sciences, Lund University, Lund, Sweden
- Lund University, NanoLund, Lund, Sweden
| | - Hanna Nicklasson
- Department of Translational Medicine, Diagnostic Radiology, Lund University, Lund, Sweden
| | - Sandra Diaz
- Department of Translational Medicine, Diagnostic Radiology, Lund University, Lund, Sweden
- Department of Pediatric Radiology, Karolinska University Hospital, Stockholm, Sweden
| | - Francisco Sánchez Montiel
- Department of Translational Medicine, Diagnostic Radiology, Lund University, Lund, Sweden
- Department of Imaging and Functional Medicine, Skåne University Hospital, Malmö, Sweden
| | - Sophia Zackrisson
- Department of Translational Medicine, Diagnostic Radiology, Lund University, Lund, Sweden
- Department of Imaging and Functional Medicine, Skåne University Hospital, Malmö, Sweden
| | | | - Gunnar Engström
- Department of Clinical Sciences, Lund University, Malmö, Sweden
| | - Jakob Löndahl
- Department of Design Sciences, Lund University, Lund, Sweden
- Lund University, NanoLund, Lund, Sweden
| | - Per Wollmer
- Department of Translational Medicine, Diagnostic Radiology, Lund University, Lund, Sweden
- Department of Imaging and Functional Medicine, Skåne University Hospital, Malmö, Sweden
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Jakobsson J, Wollmer P, Löndahl J. Charting the human respiratory tract with airborne nanoparticles: evaluation of the Airspace Dimension Assessment technique. J Appl Physiol (1985) 2018; 125:1832-1840. [DOI: 10.1152/japplphysiol.00410.2018] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
Airspace Dimension Assessment (AiDA) is a technique to assess lung morphology by measuring lung deposition of inhaled nanoparticles. Nanoparticles deposit in the lungs predominately by diffusion, and average diffusion distances, corresponding to effective airspace radii ( rAiDA), can be inferred from measurements of particle recovery after varied breath holds. Also, particle recovery after a 0-s breath hold ( R0) may hold information about the small conducting airways. This study investigates rAiDA at different volumetric sample depths in the lungs of healthy subjects. Measurements were performed with 50-nm polystyrene nanospheres on 19 healthy subjects aged 17–67 yr. Volumetric sample depths ranged from 200 to 5,000 ml and breath-hold times from 5 to 20 s. At the examined volumetric sample depths, rAiDA values ranged from ~200–600 μm, which correspond to dimensions of the bronchiolar and the gas-exchanging regions of the lungs. R0 decreased with volumetric sample depth and showed more intersubject variation than rAiDA. Correlations were found between the AiDA parameters, anthropometry, and lung function tests, but not between rAiDA and R0. For repeated measurements on 3 subjects over an 18-mo period, rAiDA varied on average within ± 7 μm (± 2.4%). The results indicate that AiDA has potential as an efficient new in vivo technique to assess individual lung properties. The information obtained by such measurements may be of value for lung diagnostics, especially for the distal lungs, which are challenging to examine directly by other means. NEW & NOTEWORTHY This is the first study to measure effective airspace radii ( rAiDA) at volumetric sample depths 200–5,000 ml in healthy subjects by Airspace Dimension Assessment (AiDA). Observed rAiDA were 200–600 μm, which corresponds to airspaces for the bronchiolar and the gas-exchanging regions around airway generation 14–17. rAiDA correlated with lung function tests and anthropometry. Measurements of rAiDA on 3 subjects over 11–18 mo were within ± 7 μm.
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Affiliation(s)
- Jonas Jakobsson
- Department of Ergonomics and Aerosol Technology, Lund University, Lund, Sweden
| | - Per Wollmer
- Department of Translational Medicine, Lund University, Malmö, Sweden
| | - Jakob Löndahl
- Department of Ergonomics and Aerosol Technology, Lund University, Lund, Sweden
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Jakobsson JKF, Aaltonen HL, Nicklasson H, Gudmundsson A, Rissler J, Wollmer P, Löndahl J. Altered deposition of inhaled nanoparticles in subjects with chronic obstructive pulmonary disease. BMC Pulm Med 2018; 18:129. [PMID: 30081885 PMCID: PMC6080394 DOI: 10.1186/s12890-018-0697-2] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2018] [Accepted: 07/24/2018] [Indexed: 11/10/2022] Open
Abstract
Background Respiratory tract deposition of airborne particles is a key link to understand their health impact. Experimental data are limited for vulnerable groups such as individuals with respiratory diseases. The aim of this study is to investigate the differences in lung deposition of nanoparticles in the distal lung for healthy subjects and subjects with respiratory disease. Methods Lung deposition of nanoparticles (50 and 100 nm) was measured after a 10 s breath-hold for three groups: healthy never-smoking subjects (n = 17), asymptomatic (active and former) smokers (n = 15) and subjects with chronic obstructive pulmonary disease (n = 16). Measurements were made at 1300 mL and 1800 mL volumetric lung depth. Each subject also underwent conventional lung function tests, including post bronchodilator FEV1, VC, and diffusing capacity for carbon monoxide, DL,CO. Patients with previously diagnosed respiratory disease underwent a CT-scan of the lungs. Particle lung deposition fraction, was compared between the groups and with conventional lung function tests. Results We found that the deposition fraction was significantly lower for subjects with emphysema compared to the other subjects (p = 0.001–0.01), but no significant differences were found between healthy never-smokers and smokers. Furthermore, the particle deposition correlated with pulmonary function tests, FEV1%Pred (p < 0.05), FEV1/VC%Pred (p < 0.01) and DL,CO (p < 0.0005) when all subjects were included. Furthermore, for subjects with emphysema, deposition fraction correlated strongly with DL,CO (Pearson’s r = 0.80–0.85, p < 0.002) while this correlation was not found within the other groups. Conclusions Lower deposition fraction was observed for emphysematous subjects and this can be explained by enlarged distal airspaces in the lungs. As expected, deposition increases for smaller particles and deeper inhalation. The observed results have implications for exposure assessment of air pollution and dosimetry of aerosol-based drug delivery of nanoparticles.
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Affiliation(s)
- Jonas K F Jakobsson
- Division of Ergonomics and Aerosol Technology, Lund University, Lund, Sweden
| | - H Laura Aaltonen
- Department of Translational Medicine, Lund University, Malmö, Sweden
| | - Hanna Nicklasson
- Department of Translational Medicine, Lund University, Malmö, Sweden
| | - Anders Gudmundsson
- Division of Ergonomics and Aerosol Technology, Lund University, Lund, Sweden
| | - Jenny Rissler
- Division of Ergonomics and Aerosol Technology, Lund University, Lund, Sweden.,Chemistry, Materials and Surfaces, SP Technical Research Institute of Sweden, Lund, Sweden
| | - Per Wollmer
- Department of Translational Medicine, Lund University, Malmö, Sweden
| | - Jakob Löndahl
- Division of Ergonomics and Aerosol Technology, Lund University, Lund, Sweden.
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Sturm R. Theoretical diagnosis of emphysema by aerosol bolus inhalation. ANNALS OF TRANSLATIONAL MEDICINE 2017; 5:154. [PMID: 28480190 DOI: 10.21037/atm.2017.03.28] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
BACKGROUND The present contribution deals with the theoretical description of aerosol bolus dispersion in lungs being affected by different manifestations of emphysema. The work constructs the hypothesis that each manifestation of emphysema exhibits specific properties with regard to the dispersion of inhaled and exhaled aerosol boluses as well as the deposition of particles from the aerosol pulse. METHODS For an appropriate simulation of single emphysematous manifestations, a previously developed model assuming (I) a random variation of alveolar diameters, (II) an exact localization of diseased structures, and (III) a realistic balance between alveolar air volume and number of air sacs was applied. Dispersion of inhaled and exhaled aerosol boluses was simulated by using the mathematical concept of effective diffusivities. Computations were conducted for an average adult lung (FRC =3,300 mL), symmetric breath-cycles with a length 8 s, and inhalation flow rates of 250 mL/s. Particles used for the model predictions had a uniform diameter of 0.84 µm and a density of 1 g/cm3. RESULTS According to the theoretical data obtained from the model highest aerosol bolus dispersion may be observed in lungs affected by panacinar and bullous emphysema, whereas centriacinar and paraseptal emphysema cause a significant reduction of the phenomenon. Also other statistical parameters exhibit partly remarkable differences among the studied manifestations. Particle deposition in lungs affected by bullous emphysema falls below that of lungs impaired by the other types of emphysema by 2%-50%. CONCLUSIONS From the hypothetical results presented in this study it may be concluded that aerosol bolus inhalation bears a certain potential for the diagnosis of emphysematous structures and, if applied with sufficient accuracy, also for the distinction of single manifestations of emphysema. For a successful use of the technique, however, all statistical bolus parameters and particle deposition have to be subjected to a detailed evaluation.
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Affiliation(s)
- Robert Sturm
- Department of Materials Science and Physics, Division of Physics and Biophysics, University of Salzburg, Salzburg, Austria
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Löndahl J, Jakobsson JKF, Broday DM, Aaltonen HL, Wollmer P. Do nanoparticles provide a new opportunity for diagnosis of distal airspace disease? Int J Nanomedicine 2016; 12:41-51. [PMID: 28053522 PMCID: PMC5191892 DOI: 10.2147/ijn.s121369] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023] Open
Abstract
There is a need for efficient techniques to assess abnormalities in the peripheral regions of the lungs, for example, for diagnosis of pulmonary emphysema. Considerable scientific efforts have been directed toward measuring lung morphology by studying recovery of inhaled micron-sized aerosol particles (0.4-1.5 µm). In contrast, it is suggested that the recovery of inhaled airborne nanoparticles may be more useful for diagnosis. The objective of this work is to provide a theoretical background for the use of nanoparticles in measuring lung morphology and to assess their applicability based on a review of the literature. Using nanoparticles for studying distal airspace dimensions is shown to have several advantages over other aerosol-based methods. 1) Nanoparticles deposit almost exclusively by diffusion, which allows a simpler breathing maneuver with minor artifacts from particle losses in the oropharyngeal and upper airways. 2) A higher breathing flow rate can be utilized, making it possible to rapidly inhale from residual volume to total lung capacity (TLC), thereby eliminating the need to determine the TLC before measurement. 3) Recent studies indicate better penetration of nanoparticles than micron-sized particles into poorly ventilated and diseased regions of the lungs; thus, a stronger signal from the abnormal parts is expected. 4) Changes in airspace dimensions have a larger impact on the recovery of nanoparticles. Compared to current diagnostic techniques with high specificity for morphometric changes of the lungs, computed tomography and magnetic resonance imaging with hyperpolarized gases, an aerosol-based method is likely to be less time consuming, considerably cheaper, simpler to use, and easier to interpret (providing a single value rather than an image that has to be analyzed). Compared to diagnosis by carbon monoxide (DL,CO), the uptake of nanoparticles in the lung is not affected by blood flow, hemoglobin concentration or alterations of the alveolar membranes, but relies only on lung morphology.
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Affiliation(s)
- Jakob Löndahl
- Division of Ergonomics and Aerosol Technology (EAT), Department of Design Sciences
- NanoLund, Lund University, Lund, Sweden
| | - Jonas KF Jakobsson
- Division of Ergonomics and Aerosol Technology (EAT), Department of Design Sciences
- NanoLund, Lund University, Lund, Sweden
| | - David M Broday
- Faculty of Civil and Environmental Engineering, Technion, Haifa, Israel
| | - H Laura Aaltonen
- Department of Translational Medicine, Lund University, Malmö, Sweden
| | - Per Wollmer
- Department of Translational Medicine, Lund University, Malmö, Sweden
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Darquenne C, Lamm WJ, Fine JM, Corley RA, Glenny RW. Total and regional deposition of inhaled aerosols in supine healthy subjects and subjects with mild-to-moderate COPD. JOURNAL OF AEROSOL SCIENCE 2016; 99:27-39. [PMID: 27493296 PMCID: PMC4968943 DOI: 10.1016/j.jaerosci.2016.01.019] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/14/2023]
Abstract
Despite substantial development of sophisticated subject-specific computational models of aerosol transport and deposition in human lungs, experimental validation of predictions from these new models is sparse. We collected aerosol retention and exhalation profiles in seven healthy volunteers and six subjects with mild-to-moderate COPD (FEV1 = 50-80%predicted) in the supine posture. Total deposition was measured during continuous breathing of 1 and 2.9 μm-diameter particles (tidal volume of 1 L, flow rate of 0.3 L/s and 0.75 L/s). Bolus inhalations of 1 μm particles were performed to penetration volumes of 200, 500 and 800 mL (flow rate of 0.5 L/s). Aerosol bolus dispersion (H), deposition, and mode shift (MS) were calculated from these data. There was no significant difference in total deposition between healthy subjects and those with COPD. Total deposition increased with increasing particle size and also with increasing flow rate. Similarly, there was no significant difference in aerosol bolus deposition between subject groups. Yet, the rate of increase in dispersion and of decrease in MS with increasing penetration volume was higher in subjects with COPD than in healthy volunteers (H: 0.798 ± 0.205 vs. 0.527 ± 0.122 mL/mL, p=0.01; MS: -0.271±0.129 vs. -0.145 ± 0.076 mL/mL, p=0.05) indicating larger ventilation inhomogeneities (based on H) and increased flow sequencing (based on MS) in the COPD than in the healthy group. In conclusion, in the supine posture, deposition appears to lack sensitivity for assessing the effect of lung morphology and/or ventilation distribution alteration induced by mild-to-moderate lung disease on the fate of inhaled aerosols. However, other parameters such as aerosol bolus dispersion and mode shift may be more sensitive parameters for evaluating models of lungs with moderate disease.
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Affiliation(s)
- Chantal Darquenne
- Department of Medicine, University of California, San Diego, La Jolla, CA 92093, USA
| | - Wayne J. Lamm
- Department of Medicine, University of Washington, Seattle, WA 98195, USA
| | - Janelle M. Fine
- Department of Medicine, University of California, San Diego, La Jolla, CA 92093, USA
| | | | - Robb W. Glenny
- Department of Medicine, University of Washington, Seattle, WA 98195, USA
- Department of Physiology and Biophysics, University of Washington, Seattle, WA 98195, USA
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Sturm R. Aerosol bolus dispersion in healthy and asthmatic children-theoretical and experimental results. ANNALS OF TRANSLATIONAL MEDICINE 2014; 2:47. [PMID: 25333022 PMCID: PMC4200686 DOI: 10.3978/j.issn.2305-5839.2014.04.13] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Received: 03/10/2014] [Accepted: 04/22/2014] [Indexed: 11/14/2022]
Abstract
INTRODUCTION In the past decades, aerosol bolus inhalation increasingly came into the focus of medical interest due to its potential as a non-invasive technique for the diagnosis of lung diseases. The experimental studies were accompanied by the development of theoretical contributions dealing with aerosol bolus behaviour in healthy and diseased lungs. In this study, bolus dispersion in healthy and asthmatic children is subject to a theoretical approach. Model predictions are validated with related experimental findings. METHODS Aerosol bolus transport was simulated by using (I) a stochastic model of the human respiratory tract; (II) appropriate scaling procedures for the generation of healthy and asthmatic lungs of children; and (III) the concept of effective diffusivities (Deff) for the prediction of convective mixing processes in the conducting airways and alveoli. The aerosol injected into the inhalative air stream consisted of monodisperse particles with a diameter of 0.4 µm (ρ =1 g∙cm(-3)). Volumetric lung depth, being a measure for the position of the aerosol bolus within the inspired air stream, was varied from 95 mL (shallow bolus) to 540 mL (deep bolus). Half-width of the inhaled bolus was set to 50 mL. RESULTS According to the predictions provided by the model, dispersion of the exhaled aerosol bolus increases exponentially with volumetric lung depth in both asthmatic children and healthy controls. Asthmatics tend to develop higher bolus dispersion than healthy subjects, with significant differences between the two groups being noticeable at low volumetric lung depths (<300 mL). Skewness decreases with increasing volumetric lung depth, whereby respective values calculated for asthmatics exceed those values computed for healthy subjects. Theoretical results correspond very well with experimental findings. DISCUSSION AND CONCLUSIONS Results of experimental bolus studies may be approximated by theoretical models with high accuracy. Model predictions confirm the assumption that inhalation of aerosol boluses and dispersion measurements have only a limited diagnostic potential.
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Affiliation(s)
- Robert Sturm
- Brunnleitenweg 41, A-5061 Elsbethen, Salzburg, Austria
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Chen LF, Wang CH, Chou PC, Ho SC, Joa WC, Sheng TF, Kuo HP. Association Between Emphysema Score, Six-Minute Walk and Cardiopulmonary Exercise Tests in COPD. Open Respir Med J 2012; 6:104-10. [PMID: 23115601 PMCID: PMC3480708 DOI: 10.2174/1874306401206010104] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2012] [Revised: 09/15/2012] [Accepted: 09/16/2012] [Indexed: 11/22/2022] Open
Abstract
BACKGROUND High-resolution computed tomography (HRCT) has allowed in detection of airway wall abnormalities and emphysema, whose extent may correlate with the clinical severity of the disease in patients with chronic obstructive pulmonary disease (COPD). Six minute walk test (6MWT) and cardiopulmonary exercise test (CPET) can determine functional status. METHODS A study was undertaken to investigate whether the extent of emphysema in COPD patients quantitatively confirmed by HRCT scoring was associated with distance walked, inspiratory capacity (IC) changes after exercise, anaerobic threshold of cardiopulmonary exercise and the BODE index (body mass index, airflow obstruction, dyspnea, exercise performance). RESULTS Seventeen patients with COPD underwent HRCT scanning, 6MWT and CPET. The emphysema score was highly correlated to forced vital capacity (FVC) (r=-0.748, p<0.001), forced expiratory volume in 1 second (FEV1) (r=-0.615, p<0.01), IC post exercise (r=-0.663, p<0.01) and dyspnea score post exercise (r=0.609, p<0.01), but was not associated with the BODE index. The distance walked during 6MWT was inversely correlated to emphysema score (r=-0.557, p<0.05). IC before exercise was highly related to the 6MWT. The change in IC after exercise was associated with the percent decline of oxygen saturation after exercise (r=0.633, p<0.01). Severity of lung emphysema in COPD patients was inversely correlated to VO(2) max (r=-0.514, p<0.05) and anaerobic threshold (r=-0.595, p<0.01) of cardiopulmonary exercise. CONCLUSIONS These results suggest that COPD associated with emphysema on HRCT is characterized by more severe lung function impairment, greater exercise impairment and cardiopulmonary dysfunction.
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Affiliation(s)
| | - Chun-Hua Wang
- Address correspondence to this author at the 199 Tun-Hwa North Road, Taipei, Taiwan. Pulmonary Medicine Research Center, Department of Thoracic Medicine, Chang Gung Memorial Hospital, Taiwan; Tel: 886 3 3281200, Ext. 8470; Fax: 886 3 3272474; E-mail:
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Sturm R, Pawłak E, Hofmann W. [Monte-Carlo-Model for the aerosol bolus dispersion in the human lung--part 2: model predictions for the diseased lung]. Z Med Phys 2007; 17:136-43. [PMID: 17665736 DOI: 10.1016/j.zemedi.2006.10.010] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
After a mathematical extension of the existing model for the theoretical description of the aerosol bolus dispersion, the behavior of particle pulses in diseased lung structures was simulated. The geometry usedJbr healthy lungs was modified in two aspects: First, a modelling of possible airway obstructions, which usually occur in patients with chronic bronchitis, chronic asthma or cystic fibrosis, was carried out and, second, a theoretical approximation of the emphysema, being observed in lungs of smokers, but also as an accompanying phenomenon in obstructive diseases, was established. According to the modified model, in lungs with airway obstructions the exhaled bolus exhibited a decreased dispersion with respect to healthy subjects, whereas in emphysematous lungs the respective half-width of the peak was increased. Standard deviation and skewness of the bolus were similarly influenced by the modified lung architecture. A combination of airway obstruction and emphysema caused an extensive compensation of individual dispersion effects, complicating a secure distinction from the healthy lung. According to the model, a special diagnostic value may be assigned to the bolus deposition, showing significant deviations from the normal case for all simulated diseases.
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Affiliation(s)
- Robert Sturm
- Fachbereich für Molekulare Biologie, Abteilung für Physik und Biophysik, Universität Salzburg, Osterreich.
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Sturm R, Pawłak E, Hofmann W. [Monte-Carlo-Model for the aerosol bolus dispersion in the human lung--part 1: theoretical model description and application]. Z Med Phys 2007; 17:127-35. [PMID: 17665735 DOI: 10.1016/j.zemedi.2006.10.009] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
Aerosol bolus dispersion, which has excited enormous interest in lung medicine due to its possible use as an efficient toolfor the non-invasive clinical diagnosis of lung function, was simulated by a Monte Carlo model based on the concept of effective diffusivities and a stochastic lung geometry. The mathematical approach enabled the computation of essential characteristics of the exhaled bolus (half width, standard deviation, skewness, and mode shift) as well as the estimation of their dependence upon the volumetric lung depth (VLD) of the inhaled bolus. Results of the dispersion model generally show a very good correspondence with preliminary published experimental data. Half width and standard deviation of the exhaled bolus increase with VLD according to specific functions, whereas skewness and mode shift are subject to a decrease. While no correlation between bolus dispersion and flow rate could be worked out with the model, dispersion linearly increased with total lung capacity (TLC).
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Affiliation(s)
- Robert Sturm
- Fachbereich für Molekulare Biologie, Abteilung für Physik und Biophysik, Universität Salzburg, Osterreich.
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Robinson RJ, Doolittle RL, Diflorio JN. Use of asthmatic pulmonary function test data to predict lung deposition. ACTA ACUST UNITED AC 2007; 20:141-62. [PMID: 17536952 DOI: 10.1089/jam.2007.0582] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
Abstract
Asthma is a complex disease that alters both breathing patterns and airway morphology. Lack of experimental data or model simulations utilizing realistic in vivo breathing conditions severely limit the ability to assess the relative risk of inhaled pathogens for asthmatics. In this study, a one-dimensional Eulerian modeling approach was used to simulate particle deposition in both asthmatic and healthy subjects. The model was based on the hypothesis that the component reactions of bronchial smooth muscle spasms, submucosal connective tissue swelling, and exudation into the airway lumen manifest themselves as altered lung function, which can be quantified by the parameters measured in subject pulmonary function tests. The asthmatic airway morphology was simulated by altering two parameters, functional residual capacity (FRC) and airway resistance (Raw), which are increased in asthmatic subjects. The amounts in excess of the healthy case were uniquely distributed in the airway generations based on knowledge of the changes in the anatomy and physiology of the airway walls during an asthmatic episode. Specifically, increased Raw was distributed preferentially in the bronchioles and excess FRC was distributed in the pulmonary region. Lung volumes, Raw, and breathing conditions of healthy and asthmatic subjects were compiled from 18 clinical studies. Significant differences were found between healthy and asthmatic Raw, FRC, and tidal volume (TV). In vivo flow fields were simulated using population average TV, breathing frequency, and cycle time fractions. Results showed that using asthmatic conditions in the simulation increased particle deposition over the healthy case by an average of 54% for the range of particles tested. This deposition increase was large compared to the difference due to intersubject variability of the healthy case. Comparisons to experimental data were limited by the number of unreported parameters. This study showed that using asthmatic breathing conditions resulted in significantly different particle deposition compared to using the controlled breathing patterns reported in experimental studies. Therefore, caution should be taken when using experimental data to assess particle deposition in vivo if realistic subject breathing is not used.
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Affiliation(s)
- Risa J Robinson
- Department of Mechanical Engineering, Kate Gleason College of Engineering, Rochester Institute of Technology, 76 Lomb Memorial Drive, Rochester, NY 14623, USA.
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Henderson AC, Ingenito EP, Salcedo ES, Moy ML, Reilly JJ, Lutchen KR. Dynamic lung mechanics in late-stage emphysema before and after lung volume reduction surgery. Respir Physiol Neurobiol 2007; 155:234-42. [DOI: 10.1016/j.resp.2006.05.009] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2006] [Revised: 05/26/2006] [Accepted: 05/29/2006] [Indexed: 10/24/2022]
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Scheuch G, Kohlhaeufl MJ, Brand P, Siekmeier R. Clinical perspectives on pulmonary systemic and macromolecular delivery. Adv Drug Deliv Rev 2006; 58:996-1008. [PMID: 16996638 DOI: 10.1016/j.addr.2006.07.009] [Citation(s) in RCA: 99] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2005] [Accepted: 07/25/2006] [Indexed: 11/26/2022]
Abstract
The large epithelial surface area, the high organ vascularization, the thin nature of the alveolar epithelium and the immense capacity for solute exchange are factors that led the lung to serve as an ideal administration route for the application of drugs for treatment of systemic disorders. However, the deposition behaviour of aerosol particles in the respiratory tract depends on a number of physical (e.g. properties of the particle), chemical (e.g. properties of the drug) and physiological (e.g. breathing pattern, pulmonary diseases) factors. If these are not considered, it will not be possible to deposit a reproducible and sufficient amount of drug in a predefined lung region by means of aerosol inhalation. The lack of consideration of such issues led to many problems in inhalation drug therapy for many years mainly because physiological background of aerosol inhalation was not fully understood. However, over the last 20 years, there has been considerable progress in aerosol research and in the understanding of the underlying mechanisms of particle inhalation and pulmonary particle deposition. As a consequence, an increasing number of studies have been performed for the lung administration of drugs using a variety of different inhalation techniques. This review describes the physical and in part some of the physiological requirements that need to be considered for the optimization of pulmonary drug delivery to target certain lung regions.
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Sluimer I, Schilham A, Prokop M, van Ginneken B. Computer analysis of computed tomography scans of the lung: a survey. IEEE TRANSACTIONS ON MEDICAL IMAGING 2006; 25:385-405. [PMID: 16608056 DOI: 10.1109/tmi.2005.862753] [Citation(s) in RCA: 209] [Impact Index Per Article: 11.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/04/2023]
Abstract
Current computed tomography (CT) technology allows for near isotropic, submillimeter resolution acquisition of the complete chest in a single breath hold. These thin-slice chest scans have become indispensable in thoracic radiology, but have also substantially increased the data load for radiologists. Automating the analysis of such data is, therefore, a necessity and this has created a rapidly developing research area in medical imaging. This paper presents a review of the literature on computer analysis of the lungs in CT scans and addresses segmentation of various pulmonary structures, registration of chest scans, and applications aimed at detection, classification and quantification of chest abnormalities. In addition, research trends and challenges are identified and directions for future research are discussed.
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Affiliation(s)
- Ingrid Sluimer
- Image Sciences Institute, University Medical Center Utrecht, 3584 CX Utrecht, The Netherlands.
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Brand P, Letzel S, Buchta M, Scheuch G, Windorfer K, Hilla W, Smith HJ, Kraus T. Can aerosol-derived airway morphometry detect early, asymptomatical lung emphysema? JOURNAL OF AEROSOL MEDICINE : THE OFFICIAL JOURNAL OF THE INTERNATIONAL SOCIETY FOR AEROSOLS IN MEDICINE 2003; 16:143-51. [PMID: 12823908 DOI: 10.1089/089426803321919906] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
The aerosol-derived airway morphometry technique (ADAM) can be used to assess non-invasively peripheral airspace dimensions. It has been shown that this technique can identify permanent peripheral airspace enlargement in patients with lung emphysema, but it is yet unknown if early stages of emphysema can be detected. In this study, 89 aluminum welders were investigated. Although all (except two subjects) showed normal spirometry, in 29% of the subjects visual signs of early emphysema were observed with high-resolution computed tomography (HRCT) in a previous study. Using the ADAM technique, 28% of the subjects showed increased peripheral airspace dimensions. However, both groups with positive findings overlapped only in about half of the cases. Peripheral airspace dimensions correlated significantly with the mean lung density calculated from the HRCT scans, and lung density was significantly decreased in the group with increased airspace dimensions. The poor overlap of the positive findings observed with both techniques can be explained if it is considered that the visual HRCT technique and ADAM focus on different aspects of emphysematous changes in the lungs. Whereas visual HRCT is a powerful tool to identify focal changes in lung density but cannot detect mild homogeneous emphysema, ADAM delivers a measure for homogeneously distributed emphysema but cannot detect focal emphysema or regions with emphysema which are badly ventilated. Since ADAM is easy to perform, non-invasive, and can be repeatedly applied to human subjects without radiological concerns, this technique might become a useful tool for the detection and monitoring of lung emphysema in occupational medicine, epidemiology, and pharmaceutics.
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Affiliation(s)
- P Brand
- GSF Research Center for Environment and Health, Institute for Inhalation Biology, Clinical Research Group: Aerosols in Medicine, Gauting, Germany.
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Kohlhäufl M, Brand P, Scheuch G, Meyer T, Schulz H, Häussinger K, Heyder J. Aerosol morphometry and aerosol bolus dispersion in patients with CT-determined combined pulmonary emphysema and lung fibrosis. JOURNAL OF AEROSOL MEDICINE : THE OFFICIAL JOURNAL OF THE INTERNATIONAL SOCIETY FOR AEROSOLS IN MEDICINE 2000; 13:117-24. [PMID: 11010592 DOI: 10.1089/089426800418640] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
The simultaneous occurrence of pulmonary fibrosis and emphysema may present considerable problems in clinical assessment. Recent studies have shown that Aerosol Derived Airway Morphometry (ADAM) and Aerosol Bolus Dispersion (ABD) are changed in patients with pulmonary emphysema. This study was performed to assess the effect of simultaneous lung fibrosis in patients with emphysema on ADAM and ABD. ADAM and ABD measurements were performed in 20 patients with lone high resolution CT scan (HRCT) confirmed emphysema (E), and compared to those in 15 emphysematics with HRCT-confirmed superimposed pulmonary fibrosis (FE). In both groups the peripheral effective airspace dimension (EAD) (E: 0.63 +/- 0.20 mm; FE: 0.60 +/- 0.27 mm, N.S.) was increased by more than a factor of two compared to that of healthy subjects (0.28 +/- 0.05 mm) (p < 0.001). Patients with E showed a significantly higher bolus dispersion than patients with FE (724 +/- 122 cm3 vs. 546 +/- 80 cm3; p < 0.001). However, in patients with FE, bolus dispersion was still significantly higher than in previously published control groups of healthy subjects (546 +/- 80 cm3 vs. 455 +/- 68 cm3; p < 0.001). The results of this study confirm that ADAM and ABD are powerful tools for identifying emphysema even in patients with superimposed pulmonary fibrosis.
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Affiliation(s)
- M Kohlhäufl
- Klinische Kooperationsgruppe Aerosolmedizin, GSF-Forschungszentrum für Umwelt und Gesundheit, Gauting, Germany.
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