Accounting for the geometry of the respiratory tract in viral infections

被引:1
作者
Williams, Thomas [1 ]
McCaw, James M. [1 ,2 ]
Osborne, James M. [1 ]
机构
[1] Univ Melbourne, Sch Math & Stat, Melbourne 3052, Australia
[2] Univ Melbourne, Ctr Epidemiol & Biostat, Melbourne Sch Populat & Global Hlth, Melbourne, Melbourne 3052, Australia
基金
澳大利亚研究理事会;
关键词
Respiratory tract; Mathematical model; Multicellular model; Viral dynamics; Influenza; SARS-CoV-2; DISPERSAL;
D O I
10.1016/j.epidem.2025.100829
中图分类号
R51 [传染病];
学科分类号
100401 ;
摘要
Increasingly, experimentalists and modellers alike have come to recognise the important role of spatial structure in infection dynamics. Almost invariably, spatial computational models of viral infections - as with in vitro experimental systems - represent the tissue as wide and flat, which is often assumed to be representative of the entire affected tissue within the host. However, this assumption fails to take into account the distinctive geometry of the respiratory tract in the context of viral infections. The respiratory tract is characterised by a tubular, branching structure, and moreover is spatially heterogeneous: deeper regions of the lung are composed of far narrower airways and are associated with more severe infection. Here, we extend a typical multicellular model of viral dynamics to account for two essential features of the geometry of the respiratory tract: the tubular structure of airways, and the branching process between airway generations. We show that, with this more realistic tissue geometry, the dynamics of infection are substantially changed compared to standard computational and experimental approaches, and that the resulting model is equipped to tackle important biological phenomena that do not arise in a flat host tissue, including viral lineage dynamics, and heterogeneity in immune responses to infection in different regions of the respiratory tree. Our findings suggest aspects of viral dynamics which current in vitro systems may be insufficient to describe, and points to several features of respiratory infections which can be experimentally assessed.
引用
收藏
页数:14
相关论文
共 33 条
[1]   Mucociliary clearance of insoluble particles from the tracheobronchial airways of the human lung [J].
Asgharian, B ;
Hofmann, W ;
Miller, FJ .
JOURNAL OF AEROSOL SCIENCE, 2001, 32 (06) :817-832
[2]   Agent-based modeling of host-pathogen systems: The successes and challenges [J].
Bauer, Amy L. ;
Beauchemin, Catherine A. A. ;
Perelson, Alan S. .
INFORMATION SCIENCES, 2009, 179 (10) :1379-1389
[3]  
Beauchemin C, 2006, LECT NOTES COMPUT SC, V4163, P23
[4]   Contrasting effects of long distance seed dispersal on genetic diversity during range expansion [J].
Bialozyt, R ;
Ziegenhagen, B ;
Petit, RJ .
JOURNAL OF EVOLUTIONARY BIOLOGY, 2006, 19 (01) :12-20
[5]  
Blahut K., 2021, Quantifying the relative contribution of free virus and cell-to-cell transmission routes to the propagation of hepatitis C virus infections in vitro using an agent-based model. arXiv
[6]   Modelling the dynamics of virus infection and immune response in space and time [J].
Bocharov, G. ;
Meyerhans, A. ;
Bessonov, N. ;
Trofimchuk, S. ;
Volpert, V. .
INTERNATIONAL JOURNAL OF PARALLEL EMERGENT AND DISTRIBUTED SYSTEMS, 2019, 34 (04) :341-355
[7]   Spatiotemporal Dynamics of Virus Infection Spreading in Tissues [J].
Bocharov, Gennady ;
Meyerhans, Andreas ;
Bessonov, Nickolai ;
Trofimchuk, Sergei ;
Volpert, Vitaly .
PLOS ONE, 2016, 11 (12)
[8]   Lower Respiratory Tract Infection of the Ferret by 2009 H1N1 Pandemic Influenza A Virus Triggers Biphasic, Systemic, and Local Recruitment of Neutrophils [J].
Camp, Jeremy V. ;
Bagci, Ulas ;
Chu, Yong-Kyu ;
Squier, Brendan ;
Fraig, Mostafa ;
Uriarte, Silvia M. ;
Guo, Haixun ;
Mollura, Daniel J. ;
Jonsson, Colleen B. .
JOURNAL OF VIROLOGY, 2015, 89 (17) :8733-8748
[9]   Modeling insights into SARS-CoV-2 respiratory tract infections prior to immune protection [J].
Chen, Alexander ;
Wessler, Timothy ;
Daftari, Katherine ;
Hinton, Kameryn ;
Boucher, Richard C. ;
Pickles, Raymond ;
Freeman, Ronit ;
Lai, Samuel K. ;
Forest, M. Gregory .
BIOPHYSICAL JOURNAL, 2022, 121 (09) :1619-1631
[10]   CULTURE AND COMPARISON OF HUMAN BRONCHIAL AND NASAL EPITHELIAL-CELLS INVITRO [J].
DEVALIA, JL ;
SAPSFORD, RJ ;
WELLS, CW ;
RICHMAN, P ;
DAVIES, RJ .
RESPIRATORY MEDICINE, 1990, 84 (04) :303-312