Scott M E
Parasitology. 1987 Jun;94 ( Pt 3):583-95. doi: 10.1017/s0031182000055918.
Changes in the variance to mean ratio and the parameter k of the negative binomial distribution were used to study temporal changes in the degree of aggregation of the monogenean parasite, Gyrodactylus turnbulli in free-running laboratory populations of the guppy, Poecilia reticulata. The parasite undergoes recurrent epidemic cycles in the host population under conditions of regular immigration of uninfected guppies. During the early phase of the epidemic, heterogeneity among fish together with direct reproduction are thought to contribute to the increasing degree of aggregation. During the increasing phase of the epidemic cycle, parasites become increasingly aggregated in the host population, presumably because of the direct reproduction of the parasite on the surface of a single host. As the peak prevalance and abundance are approached, the parasites become less aggregated with lowest clumping occurring during the declining phase of the cycle. This is thought to be a function of density-dependent death of infected hosts, and density-dependent reduction in parasite survival and reproduction on hosts that recover from infection. This study clearly indicates that the variance to mean ratio and the parameter k of the negative binomial distribution do not quantify the same aspect of the frequency distribution. It is suggested that the variance to mean ratio is a better measure when the prevalence and/or mean burden are changing and when the tail of the distribution is of particular interest, and that k may be a preferred parameter when the zero class or the lightly infected hosts are of primary interest.
利用负二项分布的方差均值比和参数k的变化,研究孔雀鱼(Poecilia reticulata)自由放养实验室种群中,单殖吸虫寄生虫特氏三代虫(Gyrodactylus turnbulli)聚集程度的时间变化。在未感染孔雀鱼定期迁入的条件下,寄生虫在宿主种群中经历反复的流行周期。在流行早期,鱼类之间的异质性以及直接繁殖被认为会导致聚集程度增加。在流行周期的上升阶段,寄生虫在宿主种群中变得越来越聚集,这可能是因为寄生虫在单个宿主表面直接繁殖。随着接近流行高峰患病率和丰度,寄生虫聚集程度降低,在周期下降阶段出现最低程度的聚集。这被认为是受感染宿主密度依赖性死亡,以及从感染中恢复的宿主上寄生虫生存和繁殖的密度依赖性降低的作用。这项研究清楚地表明,负二项分布的方差均值比和参数k并未量化频率分布的同一方面。建议当患病率和/或平均负担发生变化,以及分布的尾部特别受关注时,方差均值比是一个更好的度量指标;而当零类或轻度感染宿主是主要关注对象时,k可能是一个更合适的参数。