Howey Richard, Quan Melvyn, Savill Nicholas J, Matthews Louise, Alexandersen Søren, Woolhouse Mark
Epidemiology Group, Centre for Infectious Diseases, Ashworth Laboratories, Kings Buildings, Mains Road, University of Edinburgh, Edinburgh, UK.
J R Soc Interface. 2009 Oct 6;6(39):835-47. doi: 10.1098/rsif.2008.0434. Epub 2008 Nov 19.
This paper investigates the early viral dynamics of foot-and-mouth disease (FMD) within infected pigs. Using an existing within-host model, we investigate whether individual variation can be explained by the effect of the initial dose of FMD virus. To do this, we consider the experimental data on the concentration of FMD virus genomes in the blood (viral load). In this experiment, 12 pigs were inoculated with one of three different doses of FMD virus: low; medium; or high. Measurements of the viral load were recorded over a time course of approximately 11 days for every 8 hours. The model is a set of deterministic differential equations with the following variables: viral load; virus in the interstitial space; and the proportion of epithelial cells available for infection, infected and uninfected. The model was fitted to the data for each animal individually and also simultaneously over all animals varying only the initial dose. We show that the general trend in the data can be explained by varying only the initial dose. The higher the initial dose the earlier the development of a detectable viral load.
本文研究了感染猪体内口蹄疫(FMD)的早期病毒动态。利用现有的宿主内模型,我们研究个体差异是否可以用口蹄疫病毒初始剂量的影响来解释。为此,我们考虑了血液中口蹄疫病毒基因组浓度(病毒载量)的实验数据。在该实验中,12头猪接种了三种不同剂量之一的口蹄疫病毒:低剂量;中剂量;或高剂量。每隔8小时在大约11天的时间过程中记录病毒载量的测量值。该模型是一组具有以下变量的确定性微分方程:病毒载量;组织间隙中的病毒;以及可用于感染、已感染和未感染的上皮细胞比例。该模型分别针对每只动物的数据进行拟合,也同时针对所有仅改变初始剂量的动物进行拟合。我们表明,仅通过改变初始剂量就可以解释数据中的总体趋势。初始剂量越高,可检测到病毒载量的发展就越早。