Department of Mathematics, Purdue University, West Lafayette, IN, USA.
J Biol Dyn. 2013;7(1):199-211. doi: 10.1080/17513758.2013.801523. Epub 2013 May 24.
We describe a multiple strain Susceptible Infected Recovered deterministic model for the spread of an influenza subtype within a population. The model incorporates appearance of new strains due to antigenic drift, and partial immunity to reinfection with related circulating strains. It also includes optional seasonal forcing of the transmission rate of the virus, which allows for comparison between temperate zones and the tropics. Our model is capable of reproducing observed qualitative patterns such as the overall annual outbreaks in the temperate region, a reduced magnitude and an increased frequency of outbreaks in the tropics, and the herald wave phenomenon. Our approach to modelling antigenic drift is novel and further modifications of this model may help improve the understanding of complex influenza dynamics.
我们描述了一个用于在人群中传播流感亚群的多株敏感性感染恢复确定性模型。该模型包含由于抗原漂移而出现新株,以及对相关循环株再次感染的部分免疫力。它还包括对病毒传播率的可选季节性强制,这允许在温带地区和热带地区之间进行比较。我们的模型能够再现观察到的定性模式,例如温带地区的整体年度爆发,热带地区爆发的幅度降低和频率增加,以及先驱波现象。我们的抗原漂移建模方法是新颖的,进一步修改这个模型可能有助于提高对复杂流感动力学的理解。