Department of Mathematics, Lafayette College, Easton, PA 18042, USA.
J Theor Biol. 2010 May 21;264(2):273-86. doi: 10.1016/j.jtbi.2009.12.017. Epub 2010 Feb 1.
A mathematical model that simulates the within-vector dynamics of Plasmodium falciparum in an Anopheles mosquito is developed, based on experimental data. The model takes a mosquito's blood meal as input and computes the salivary gland sporozoite load as the final output, a probable measure of mosquito infectivity. Computational model results are consistent with observed results in nature. Sensitivity analysis of the model parameters suggests that reducing the gametocyte density in the blood meal most significantly lowers sporozoite load in the salivary glands and hence mosquito infectivity, and is thus an attractive target for malaria control. The model is used to investigate the implication of incomplete fertilization on optimal gametocyte sex ratio. For a single strain, the transition from complete fertilization to increasingly incomplete fertilization shifts that ratio from 1 to N, where N is the number of viable male gametes produced by a single male gametocyte, towards 1 to 1, which is demonstrated to be the limiting ratio analytically. This ratio is then shown to be an evolutionarily stable strategy as well in the limiting case.
建立了一个基于实验数据的数学模型,用于模拟疟原虫在按蚊体内的向量内动力学。该模型以蚊子的血餐为输入,计算唾液腺子孢子负荷作为最终输出,这可能是衡量蚊子感染性的一个指标。计算模型的结果与自然界的观察结果一致。对模型参数的敏感性分析表明,降低血餐中的配子体密度可显著降低唾液腺中的子孢子负荷,从而降低蚊子的感染性,因此是控制疟疾的一个有吸引力的目标。该模型用于研究不完全受精对最佳配子体性别比的影响。对于单一菌株,从完全受精到越来越不完全受精的转变,将该比例从 1 到 N (其中 N 是单个雄配子体产生的存活雄配子的数量)转变为 1 到 1 ,这在分析上证明是极限比。然后,在极限情况下,该比例被证明也是一个进化稳定策略。