Center for Communicable Disease Dynamics, Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA 02115, USA.
Sci Rep. 2016 May 19;6:26370. doi: 10.1038/srep26370.
The capacity for adaptation is central to the evolutionary success of the human malaria parasite Plasmodium falciparum. Malaria epidemiology is characterized by the circulation of multiple, genetically diverse parasite clones, frequent superinfection, and highly variable infection lengths, a large number of which are chronic and asymptomatic. The impact of these characteristics on the evolution of the parasite is largely unknown, however, hampering our understanding of the impact of interventions and the emergence of drug resistance. In particular, standard population genetic frameworks do not accommodate variation in infection length or superinfection. Here, we develop a population genetic model of malaria including these variations, and show that these aspects of malaria infection dynamics enhance both the probability and speed of fixation for beneficial alleles in complex and non-intuitive ways. We find that populations containing a mixture of short- and long-lived infections promote selection efficiency. Interestingly, this increase in selection efficiency occurs even when only a small fraction of the infections are chronic, suggesting that selection can occur efficiently in areas of low transmission intensity, providing a hypothesis for the repeated emergence of drug resistance in the low transmission setting of Southeast Asia.
适应能力是人类疟原虫恶性疟原虫进化成功的核心。疟疾流行病学的特征是多种遗传上多样化的寄生虫克隆的循环,频繁的再感染,以及高度可变的感染持续时间,其中很大一部分是慢性和无症状的。然而,这些特征对寄生虫进化的影响在很大程度上是未知的,这阻碍了我们对干预措施的影响和耐药性出现的理解。特别是,标准的群体遗传框架不能适应感染持续时间或再感染的变化。在这里,我们开发了一个包含这些变化的疟疾群体遗传模型,并表明疟疾感染动态的这些方面以复杂且非直观的方式增强了有益等位基因固定的概率和速度。我们发现,包含短寿命和长寿命感染混合物的种群促进了选择效率。有趣的是,即使只有一小部分感染是慢性的,这种选择效率的提高也会发生,这表明在低传播强度的地区,选择可以有效地发生,为东南亚低传播环境中药物耐药性的反复出现提供了一个假说。