Center for Statistics and Quantitative Infectious Diseases, Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA.
J R Soc Interface. 2012 Apr 7;9(69):648-56. doi: 10.1098/rsif.2011.0427. Epub 2011 Aug 24.
Resistance to oseltamivir, the most widely used influenza antiviral drug, spread to fixation in seasonal influenza A(H1N1) between 2006 and 2009. This sudden rise in resistance seemed puzzling given the low overall level of the oseltamivir usage and the lack of a correlation between local rates of resistance and oseltamivir usage. We used a stochastic simulation model and deterministic approximations to examine how such events can occur, and in particular to determine how the rate of fixation of the resistant strain depends both on its fitness in untreated hosts as well as the frequency of antiviral treatment. We found that, for the levels of antiviral usage in the population, the resistant strain will eventually spread to fixation, if it is not attenuated in transmissibility relative to the drug-sensitive strain, but not at the speed observed in seasonal H1N1. The extreme speed with which the resistance spread in seasonal H1N1 suggests that the resistant strain had a transmission advantage in untreated hosts, and this could have arisen from genetic hitchhiking, or from the mutations responsible for resistance and compensation. Importantly, our model also shows that resistant virus will fail to spread if it is even slightly less transmissible than its sensitive counterpart--a finding of relevance given that resistant pandemic influenza (H1N1) 2009 may currently suffer from a small, but nonetheless experimentally perceptible reduction in transmissibility.
对奥司他韦的耐药性——最广泛使用的流感抗病毒药物——在 2006 年至 2009 年期间传播并固定在季节性甲型流感(H1N1)中。鉴于奥司他韦的总体使用水平较低,而且当地耐药率与奥司他韦使用率之间缺乏相关性,这种耐药性的突然上升似乎令人费解。我们使用随机模拟模型和确定性近似值来研究这种情况如何发生,特别是确定耐药菌株的固定率如何取决于其在未经治疗的宿主中的适应性以及抗病毒治疗的频率。我们发现,对于人群中的抗病毒使用水平,如果耐药菌株在未经治疗的宿主中的传染性相对于敏感菌株没有减弱,那么它最终将传播并固定下来,但速度不会像季节性 H1N1 那样快。季节性 H1N1 中耐药性传播的极端速度表明,耐药菌株在未经治疗的宿主中具有传播优势,这可能是由于遗传搭便车,或者是由于耐药性和补偿的突变所致。重要的是,我们的模型还表明,如果耐药病毒的传染性比敏感病毒略低,它将无法传播——这一发现具有相关性,因为目前具有耐药性的大流行性流感(H1N1)可能会因传染性略有降低而无法传播,尽管这种降低在实验上可以察觉。