Ross Amanda, Killeen Gerry, Smith Thomas
Swiss Tropical Institute, Basel, Switzerland.
Am J Trop Med Hyg. 2006 Aug;75(2 Suppl):32-7. doi: 10.4269/ajtmh.2006.75.32.
We describe a statistical model for the relationship between asexual parasite densities of Plasmodium falciparum and the infectivity of the host to mosquitoes. The model takes into account the delay between asexual parasitemia and infectivity resulting from the time course of gametocytemia. It also allows for the need for the blood meal to contain gametocytes of both sexes if infection is to take place. We show that by fitting this model to data from malariatherapy patients it can explain observed patterns of infectiousness of the human host and is consistent with distributions of gametocyte densities in malariatherapy patients. By integrating this model into an individual-based simulation of human populations exposed to endemic P. falciparum transmission, we are able to predict the contributions of different host age groups to the infectious reservoir. Comparison of model predictions with published estimates of this quantity confirms that infected adults hosts are likely to make a significant contribution to the reservoir of transmission, and points to the need for improved population-based estimates of this age-dependence in infectivity of humans in endemic areas.
我们描述了一种关于恶性疟原虫无性寄生虫密度与宿主对蚊子感染性之间关系的统计模型。该模型考虑了无性疟原虫血症与因配子体血症时间进程导致的感染性之间的延迟。它还考虑到如果要发生感染,血餐需要包含两性配子体。我们表明,通过将该模型与疟疾病人治疗的数据拟合,可以解释观察到的人类宿主感染模式,并且与疟疾病人治疗中配子体密度的分布一致。通过将此模型整合到基于个体的暴露于恶性疟原虫地方性传播的人群模拟中,我们能够预测不同宿主年龄组对感染库的贡献。将模型预测与该数量的已发表估计值进行比较证实,受感染的成年宿主可能对传播库做出重大贡献,并指出需要改进对流行地区人类感染性中这种年龄依赖性的基于人群的估计。