Research Group Applied Systems Biology, Leibniz Institute for Natural Product Research and Infection Biology-Hans Knöll Institute, Jena, Germany.
Faculty of Biological Sciences, Friedrich Schiller University of Jena, Jena, Germany.
Front Immunol. 2019 Feb 5;10:142. doi: 10.3389/fimmu.2019.00142. eCollection 2019.
is a ubiquitous opportunistic fungal pathogen that can cause severe infections in immunocompromised patients. Conidia that reach the lower respiratory tract are confronted with alveolar macrophages, which are the resident phagocytic cells, constituting the first line of defense. If not efficiently removed in time, conidia can germinate causing severe infections associated with high mortality rates. Mice are the most extensively used model organism in research on infections. However, in addition to structural differences in the lung physiology of mice and the human host, applied infection doses in animal experiments are typically orders of magnitude larger compared to the daily inhalation doses of humans. The influence of these factors, which must be taken into account in a quantitative comparison and knowledge transfer from mice to humans, is difficult to measure since live cell imaging of the infection dynamics under physiological conditions is currently not possible. In the present study, we compare infection in mice and humans by virtual infection modeling using a hybrid agent-based model that accounts for the respective lung physiology and the impact of a wide range of infection doses on the spatial infection dynamics. Our computer simulations enable comparative quantification of infection clearance in the two hosts to elucidate (i) the complex interplay between alveolar morphometry and the fungal burden and (ii) the dynamics of infection clearance, which for realistic fungal burdens is found to be more efficiently realized in mice compared to humans.
是一种普遍存在的机会性真菌病原体,可导致免疫功能低下的患者发生严重感染。到达下呼吸道的分生孢子会遇到肺泡巨噬细胞,肺泡巨噬细胞是常驻吞噬细胞,构成第一道防线。如果不能及时有效地清除,分生孢子就会发芽,导致严重感染,并伴有高死亡率。小鼠是研究感染的最广泛使用的模式生物。然而,除了小鼠和人类宿主的肺生理学结构差异之外,动物实验中应用的感染剂量通常比人类每天的吸入剂量大几个数量级。这些因素的影响必须在从老鼠到人类的定量比较和知识转移中考虑到,但由于目前无法在生理条件下对感染动力学进行活细胞成像,因此很难测量。在本研究中,我们通过使用混合基于代理的模型进行虚拟感染建模来比较小鼠和人类中的感染,该模型考虑了各自的肺生理学以及广泛的感染剂量对空间感染动力学的影响。我们的计算机模拟使我们能够对两种宿主中的感染清除进行比较量化,以阐明(i)肺泡形态和真菌负担之间的复杂相互作用,以及(ii)感染清除的动力学,对于现实的真菌负担,我们发现老鼠比人类更有效地实现了感染清除。