Immigration-death worm-burden model 2026-10-14
Independent worm acquisition at rate and loss at rate produce a birth-death process for within-host parasite burden. Summing its forward equations against gives . At constant exposure, detailed balance yields a Poisson distribution with mean . Heterogeneous acquisition rates change the pooled burden distribution even when each individual host follows this model.
Macroparasite 2026-10-14
A macroparasite is typically modelled using the number of parasites carried by each host. Adult parasitic worms illustrate why within-host parasite burden, developmental stages, mating and host exposure heterogeneity matter beyond an infected/not-infected classification.
Macroparasite burden model 2026-10-14
A macroparasite burden model tracks the distribution of within-host parasite burdens and couples it to transmission or environmental infectious stages. Mean burden alone is insufficient when worm mating, nonlinear fecundity, immunity or host mortality depend on that distribution.
Past exam of the mathematics course of the University of Cambridge 2001 iii Paper 52 3 Solution Created 2026-10-03 Updated 2026-10-14
A microparasite typically multiplies within an infected host on a much shorter time scale than between-host transmission. A useful first model classifies hosts by infection status. A macroparasite, such as an adult parasitic worm, instead requires a count of parasites per host: two infected hosts can carry very different within-host parasite burdens. These are modelling distinctions rather than a rule determined only by an organism's physical size.
For a microparasite with no lasting immunity, a homogeneous SIS model isThe basic reproduction number is , and the prevalence describes the infected-host fraction. A SIR model adds an immune class, and a SEIR model adds a latent class. Contact structure, age, susceptibility, recovery rate and infectiousness can require several such classes. Then a next-generation matrix or operator, rather than a single averaged contact rate, sets the invasion threshold. Stochastic epidemic models are relevant to early extinction and finite populations; network or spatial models represent nonuniform contact opportunities.
For a simple macroparasite burden model, let be the fraction of hosts carrying adult worms. Assume acquisitions at rate , independent adult-worm losses at rate , and a number of infective stages in a well-mixed environmental reservoir. The immigration-death worm-burden model hasThis birth-death process needs the burden distribution or its probability generating function, not just an infected/not-infected partition. Its mean satisfies . With host number fixed and each adult producing infective stages at rate , one possible environmental closure isFor this asexual, unsaturated transmission approximation, one worm's basic reproduction number is . Growth above the invasion threshold requires additional density regulation if a finite endemic burden is sought. Sex-dependent mating would change this closure.
With constant external exposure , the equilibrium burden follows a Poisson distribution with mean , giving infected-host prevalence . If exposure rates vary across hosts as a gamma distribution, the Poisson-gamma mixture gives a negative binomial distribution with mean and aggregation parameter :The same mean burden can therefore coexist with very different prevalence and highly infected subgroups. Aggregation of macroparasite burdens affects treatment coverage, burden-dependent host mortality, immunity and parasite fecundity. For sexually reproducing worms, hosts need both sexes for fertile output; a mean alone may not determine it. With independent equally likely sexes and Poisson burden, the probability of both sexes is , illustrating mating-limited macroparasite transmission and its low-burden bottleneck.
Both microparasite and macroparasite models need heterogeneous exposure and host responses. The special extra difficulty for macroparasites is translating a distributed worm burden, and possibly worm sex or developmental stage, into transmission and host harm. Conversely, complicated within-host microparasite processes can also require more than a binary host state when the simple fast-within-host approximation fails.
Within-host parasite burden 2026-10-14
The within-host parasite burden is the number of parasites, or a specified parasite-load measure, carried by one host. A population's mean burden and its infected-host prevalence are different summaries of the burden distribution.