Department of Statistics, Pennsylvania State University, University Park, PA 16802, USA.
Viruses. 2010 Dec;2(12):2782-802. doi: 10.3390/v2122782. Epub 2010 Dec 22.
The cell response to virus infection and virus perturbation of that response is dynamic and is reflected by changes in cell susceptibility to infection. In this study, we evaluated the response of human epithelial cells to sequential infections with human respiratory syncytial virus strains A2 and B to determine if a primary infection with one strain will impact the ability of cells to be infected with the second as a function of virus strain and time elapsed between the two exposures. Infected cells were visualized with fluorescent markers, and location of all cells in the tissue culture well were identified using imaging software. We employed tools from spatial statistics to investigate the likelihood of a cell being infected given its proximity to a cell infected with either the homologous or heterologous virus. We used point processes, K-functions, and simulation procedures designed to account for specific features of our data when assessing spatial associations. Our results suggest that intrinsic cell properties increase susceptibility of cells to infection, more so for RSV-B than for RSV-A. Further, we provide evidence that the primary infection can decrease susceptibility of cells to the heterologous challenge virus but only at the 16 h time point evaluated in this study. Our research effort highlights the merits of integrating empirical and statistical approaches to gain greater insight on in vitro dynamics of virus-host interactions.
细胞对病毒感染的反应以及病毒对该反应的干扰是动态的,这反映在细胞对感染的易感性变化上。在这项研究中,我们评估了人类上皮细胞对人呼吸道合胞病毒(RSV)A2 和 B 株连续感染的反应,以确定一种株系的初次感染是否会影响细胞被第二种株系感染的能力,这取决于病毒株和两次暴露之间的时间间隔。用荧光标记物对感染的细胞进行可视化,并用成像软件识别组织培养孔中所有细胞的位置。我们使用空间统计学工具来研究给定细胞与感染同源或异源病毒的细胞的接近程度,该细胞被感染的可能性。我们使用点过程、K 函数和模拟程序,在评估空间关联时,针对我们数据的特定特征进行设计。我们的研究结果表明,细胞的固有特性会增加细胞对感染的易感性,对于 RSV-B 比 RSV-A 更为明显。此外,我们提供的证据表明,初次感染可以降低细胞对异源挑战病毒的易感性,但仅在本研究评估的 16 小时时间点如此。我们的研究工作强调了将经验和统计方法相结合的优点,以便更深入地了解病毒-宿主相互作用的体外动力学。