Dual scale porous medium model of lung congestion caused by tuberculosis

IF 1.7 4区 工程技术 Q3 MECHANICS
Aarthi Thangavelu, Arunn Narasimhan
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Abstract

Pulmonary tuberculosis is a chronic respiratory disease and lung infection that can be fatal if left untreated, as severe cases lead to compromised oxygen exchange at the alveolar level. This study uses a dual-scale porous medium model and computational methods to understand the nature of tuberculosis infection spread within the lungs and its effects on the alveolar oxygen exchange. The entire lung is modelled as a global, equivalent, heterogeneous porous medium comprising three zones with varying permeabilities that correspond to 23 generations of airflow branches. Airflow during each breathing cycle is simulated by solving transient mass and momentum transfer equations across the three zones of the global model. A separate local model is invoked in zone 3, to analyse oxygen exchange between the alveolar airflow and incoming capillary blood via mass transfer equations. The transient mass exchange equations are solved in the local model to yield the percentage of oxygen transferred to the blood. Tuberculosis spread – and hence, the congestion of the lung – is introduced by modifying the permeability and porosity of the global porous medium model. The impact of infection on the overall bloodstream oxygen content is evaluated by concurrent use of the global and local models. For the case with sudden reduction in immunity, severe infection condition is observed at \(\varvec{86\%}\) of the total infection spreading time and at \(\varvec{75\%}\) for the case with gradual reduction in immunity. For \(\varvec{40\%}\) increase in immunity beyond the \(\varvec{50\% \Gamma }\) stage, it is observed from the simulations that the severe infection situation is completely avoided, preventing any further tuberculosis spread.

Abstract Image

肺结核引起肺充血的双尺度多孔介质模型
肺结核是一种慢性呼吸道疾病和肺部感染,如果不及时治疗,严重者会导致肺泡氧交换受损,从而致命。本研究采用双尺度多孔介质模型和计算方法来了解肺结核感染在肺内传播的性质及其对肺泡氧交换的影响。整个肺部被模拟为一个整体、等效、异质多孔介质,包括三个不同渗透率的区域,对应 23 代气流分支。通过求解全局模型三个区域的瞬态质量和动量传递方程,模拟每个呼吸周期中的气流。在第 3 区还调用了一个单独的局部模型,通过质量传递方程分析肺泡气流与进入的毛细血管血液之间的氧气交换。瞬态质量交换方程在局部模型中求解,以得出转移到血液中的氧气百分比。通过修改全局多孔介质模型的渗透性和孔隙率,可引入肺结核的扩散,进而导致肺部充血。通过同时使用全局模型和局部模型来评估感染对整个血液含氧量的影响。对于免疫力突然下降的情况,在总感染传播时间的 \(\varvec{86/%}/)处观察到严重感染情况,而对于免疫力逐渐下降的情况,在 \(\varvec{75/%}/)处观察到严重感染情况。对于免疫力增加超过(50%)阶段,从模拟中可以观察到,严重感染的情况被完全避免,阻止了结核病的进一步传播。
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来源期刊
Heat and Mass Transfer
Heat and Mass Transfer 工程技术-力学
CiteScore
4.80
自引率
4.50%
发文量
148
审稿时长
8.0 months
期刊介绍: This journal serves the circulation of new developments in the field of basic research of heat and mass transfer phenomena, as well as related material properties and their measurements. Thereby applications to engineering problems are promoted. The journal is the traditional "Wärme- und Stoffübertragung" which was changed to "Heat and Mass Transfer" back in 1995.
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