肺部气溶胶沉积的计算流体动力学(cfd)模拟

P. Koullapis, S. Kassinos, Ching-Long Lin
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However, higher turbulent intensities that persist further downstream in the trachea and the main bronchi are observed as the flowrate is increased. The Deposition Efficiency (DE) of particles is increased with the flowrate due to greater inertial impaction. The majority of the larger particles are filtered in the mouththroat region, while 0.1, 0.5 and 1μm diameter particles have similar DE at a given flowrate. The effect of charge on DE of particles is more pronounced for smaller particles; 1000 elementary charge units on 0.1, 0.5, 1 and 2.5 μm diameter particles results in approximately 7, 3, 2.5 and 1.5 times greater overall DE than that with no charge, respectively. Obstructed lower generation airways result in enhanced deposition due to impaction caused by higher velocities in these airways. INTRODUCTION Computational Fluid Dynamics (CFD) techniques are being increasingly used to simulate flow behavior in the human respiratory system. 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Theoretical studies in lung models (Yu, 1985), experiments in man (Prodi, 1985) and clinical measurements confirmed that charge carried by particles enhances the deposition of the particles in the lung considerably. This is not desirable for drugs intended for systemic uptake, which must pass into the blood through the alveolar epithelium and thus early deposition is unwanted, but might be desirable for drug delivery in certain upper regions of the airway tree or even leveraged for the removal of pollutant particles using electrostatic charge effects (Ali, 2008). Chronic Obstructive Pulmonary Disease (COPD) is a common and life-threatening condition, causing high morbidity and mortality in industrialized countries (Hea, 2008). 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引用次数: 1

摘要

在本研究中,采用大涡模拟(LES)研究了吸入气溶胶颗粒(dp = 0.1, 0.5, 1, 2.5, 5, 10 μm)在人体气道真实几何形状下的传输和沉积。在不同流速(久坐15.2 lt/min,轻度30 lt/min和重度活动60 lt/min)下,研究了由慢性阻塞性肺疾病(COPD)引起的静电电荷和下一代气道狭窄对颗粒运输和沉积的影响。结果表明,无论雷诺数如何,三种流速下的平均流动结构在性质上是相似的。类似的旋涡运动是由喉头射流撞击气管前壁产生的。然而,随着流量的增加,在气管和主支气管下游持续存在更高的湍流强度。由于惯性冲击的增大,颗粒的沉积效率随着流速的增大而增大。在一定流量下,直径为0.1 μm、0.5 μm和1μm的颗粒具有相似的DE。电荷对粒子DE的影响对较小的粒子更为明显;在直径为0.1、0.5、1和2.5 μm的粒子上放置1000个基本电荷单位,其总体DE分别是无电荷粒子的7、3、2.5和1.5倍。阻塞的下一代气道由于这些气道中较高的速度引起的撞击而导致沉积增强。计算流体动力学(CFD)技术越来越多地用于模拟人类呼吸系统的流动行为。最近的作品包括Reynolds平均Navier-Stokes (RANS)模拟(Luo & Liu, 2008),大涡模拟(LES) (Choi等人(2009),Radhakrishnan和Kassinos(2009))和直接数值模拟(DNS) (Lin等人,2007)。理想模型几何和从医学成像中获得的几何都被使用。CFD技术应用的最终目标是深入了解吸入污染物的命运,包括沉积和可能的粘液清除,以及针对呼吸道或全身性疾病的药物的有效肺部递送。影响气流特性和颗粒输运的一个重要参数是吸入速率。更高的流量导致更早的湍流过渡和更高的总体湍流水平。Johnstone等人(2004)通过实验研究了理想的人胸外气道模型在稳定吸气时的速度场,发现雷诺数应力分布高度依赖于吸入流量,特别是在分离的剪切层区域。在药物输送应用中,医疗设备如雾化器、计量吸入器(MDI)和干粉吸入器(DPI)经常产生静电带电气溶胶(Kwok (2005), Kwok & Chan(2009))。此外,在环境或职业环境中产生的污染气溶胶可能具有远高于玻尔兹曼平衡水平的电荷。因此,在人类健康风险评估中必须考虑到静电粒子的特性(Forsyth, 1998年)。肺模型的理论研究(Yu, 1985)、人体实验(Prodi, 1985)和临床测量证实,颗粒携带的电荷大大增强了颗粒在肺中的沉积。对于用于全身摄取的药物来说,这是不可取的,因为药物必须通过肺泡上皮进入血液,因此不希望早期沉积,但对于在气道树的某些上部区域递送药物,甚至利用静电电荷效应去除污染物颗粒,这可能是可取的(Ali, 2008)。慢性阻塞性肺疾病(COPD)是一种常见且危及生命的疾病,在工业化国家造成高发病率和死亡率(Hea, 2008)。慢性阻塞性肺病的特征是气流阻塞,其不完全可逆,由黏液增加、多余组织共同引起的气道狭窄引起,2015年6月30日,澳大利亚墨尔本,9 6D-1
本文章由计算机程序翻译,如有差异,请以英文原文为准。
COMPUTATIONAL FLUID DYNAMICS (CFD) SIMULATIONS OF AEROSOL DEPOSITION IN THE LUNGS
In the current study, Large Eddy Simulations (LES) are used to investigate the transport and deposition of inhaled aerosol particles (dp = 0.1, 0.5, 1, 2.5, 5, 10 μm) in a realistic geometry of the human airways under steady inhalation. The effects of electrostatic charge and lower generation airway narrowing caused by Chronic Obstructive Pulmonary Disease (COPD) on particle transport and deposition are examined for various flowrates (sedentary 15.2 lt/min, light 30 lt/min and heavy activity 60 lt/min). Results show that the mean flow structures at the three flowrates are qualitatively similar regardless of Reynolds number. Similar swirling motions are generated from the impingement of the laryngeal jet on the tracheal front wall. However, higher turbulent intensities that persist further downstream in the trachea and the main bronchi are observed as the flowrate is increased. The Deposition Efficiency (DE) of particles is increased with the flowrate due to greater inertial impaction. The majority of the larger particles are filtered in the mouththroat region, while 0.1, 0.5 and 1μm diameter particles have similar DE at a given flowrate. The effect of charge on DE of particles is more pronounced for smaller particles; 1000 elementary charge units on 0.1, 0.5, 1 and 2.5 μm diameter particles results in approximately 7, 3, 2.5 and 1.5 times greater overall DE than that with no charge, respectively. Obstructed lower generation airways result in enhanced deposition due to impaction caused by higher velocities in these airways. INTRODUCTION Computational Fluid Dynamics (CFD) techniques are being increasingly used to simulate flow behavior in the human respiratory system. Recent works include Reynolds Averaged Navier-Stokes (RANS) simulations (Luo & Liu, 2008), Large Eddy Simulations (LES) (Choi et al. (2009), Radhakrishnan & Kassinos (2009)) and Direct Numerical Simulations (DNS) (Lin et al., 2007). Both idealized model geometries and geometries obtained from medical imaging have been used. The deposition of therapeutic or pollutant xenobiotic particles is dependent on the characteristics of the respiratory flow by which they are transported (Xi & Longest, 2007). The ultimate goal of the application of CFD techniques is an in-depth understanding of the fate of inhaled pollutants, including deposition and possible mucus clearance, as well as the efficient pulmonary delivery of drugs targeting respiratory or systemic diseases. An important parameter affecting both the characteristics of the airflow and particle transport is the inhalation rate. A higher flowrate causes an earlier transition to turbulence and higher overall turbulence levels. Johnstone et al. (2004) studied experimentally the velocity fields in an idealized model of the human extrathoracic airway during steady inspiration and found that Reynolds stress profiles were highly dependent on inhalation flowrate, especially in the separated shear layer regions. Flow rates of 15, 30 and 60 lt/min are considered to correspond to sedentary, light and heavy activity conditions, respectively (Xi & Longest, 2007). In drug delivery applications, medical devices such as nebulisers, Metered Dose Inhalers (MDI) and Dry Powder Inhalers (DPI) often generate electrostatically charged aerosols (Kwok (2005), Kwok & Chan (2009)). In addition, pollution aerosols generated in the environment or in occupational settings, may have charges well above the Boltzmann equilibrium level. Thus, consideration of electrostatic particle properties must be taken into account in human health risk assessments (Forsyth, 1998). Theoretical studies in lung models (Yu, 1985), experiments in man (Prodi, 1985) and clinical measurements confirmed that charge carried by particles enhances the deposition of the particles in the lung considerably. This is not desirable for drugs intended for systemic uptake, which must pass into the blood through the alveolar epithelium and thus early deposition is unwanted, but might be desirable for drug delivery in certain upper regions of the airway tree or even leveraged for the removal of pollutant particles using electrostatic charge effects (Ali, 2008). Chronic Obstructive Pulmonary Disease (COPD) is a common and life-threatening condition, causing high morbidity and mortality in industrialized countries (Hea, 2008). COPD is characterized by airflow obstruction that is not fully reversible, caused by airway narrowing resulting from the combination of increased mucus, excess tissue, and in1 June 30 July 3, 2015 Melbourne, Australia 9 6D-1
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