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猪带绦虫-囊尾蚴病生命周期的数学模型:传播动力学与化疗(第1部分)

Mathematical model of the life cycle of taenia-cysticercosis: transmission dynamics and chemotherapy (Part 1).

作者信息

José Marco V, Bobadilla Juan R, Sánchez-Torres Norma Y, Laclette Juan Pedro

机构信息

Theoretical Biology Group, Instituto de Investigaciones Biomédicas, Universidad Nacional Autónoma de México, Ciudad Universitaria, 04510, CDMX, Mexico.

Department of Immunology, Biomedical Research Institute, Universidad Nacional Autónoma de México, Ciudad Universitaria, 04510, CDMX, Mexico.

出版信息

Theor Biol Med Model. 2018 Nov 19;15(1):18. doi: 10.1186/s12976-018-0090-0.

Abstract

BACKGROUND

Taenia solium is the aetiological agent of human taeniasis, pig cysticercosis and human neurocysticercosis, which are serious public health problems, especially in developing countries.

METHODS

A mathematical model of the transmission dynamics of taeniasis-cysticercosis is formulated. The model consists of a coupled system of differential equations, which are density-dependent equations for describing the flow of the parasite through the life cycle. The model is hybrid since it comprises deterministic equations with stochastic elements which describe changes in the mean parasite burden and incorporates the overall pattern of the parasites' distribution.

RESULTS

Sensitivity and bifurcation analyses were carried out to determine the range of values of the model. The model can reproduce the observed epidemiological patterns of human taeniasis, pig and human cysticercosis. For example, for a wide range of parameter values, the mean intensity of adult worms tends to rapidly stabilize in one parasite per individual host. From this model, we also derived a Susceptible-Infected model to describe the prevalence of infection in humans and pigs. Chemotherapeutic interventions against pig cysticercosis or human taeniasis may reduce rapidly and effectively the mean intensity of human taeniasis, pig cysticercosis and human cysticercosis. This effect can be achieved even if the protective efficacy of the drug is of the order of 90% and the coverage rate is 90%. This means that health in humans infected either with adult worms or cysticerci may be achieved by the application of anthelmintic drugs against pig cysticercosis. However, treatment against human cysticercosis alone, does not influence neither human teniasis nor pig cysticercosis. This is because human cysticercosis infection does not influence the value of the basic reproductive number (Ro).

CONCLUSIONS

Even coverage of 100% in the administration of anthelmintics did not eliminate the infection. Then elimination of the infection in all hosts does not seem a feasible goal to achieve by administering only chemotherapeutic interventions. Throughout the manuscript a discussion of our model in the context of other models of taeniasis-cysticercosis is presented.

摘要

背景

猪带绦虫是人类绦虫病、猪囊尾蚴病和人类神经囊尾蚴病的病原体,这些疾病是严重的公共卫生问题,尤其是在发展中国家。

方法

建立了绦虫病 - 囊尾蚴病传播动力学的数学模型。该模型由一个微分方程耦合系统组成,这些方程是密度依赖方程,用于描述寄生虫在生命周期中的流动。该模型是混合模型,因为它包含具有随机元素的确定性方程,这些方程描述了寄生虫平均负担的变化并纳入了寄生虫分布的总体模式。

结果

进行了敏感性和分岔分析以确定模型的取值范围。该模型可以重现观察到的人类绦虫病、猪和人类囊尾蚴病的流行病学模式。例如,对于广泛的参数值,成虫的平均强度往往会迅速稳定在每个个体宿主中有一条寄生虫。从这个模型中,我们还推导了一个易感 - 感染模型来描述人类和猪的感染流行情况。针对猪囊尾蚴病或人类绦虫病的化疗干预措施可能会迅速有效地降低人类绦虫病、猪囊尾蚴病和人类囊尾蚴病的平均强度。即使药物的保护效力为90%且覆盖率为90%,也能达到这种效果。这意味着通过应用抗猪囊尾蚴病的驱虫药物,可以实现感染成虫或囊尾蚴的人类的健康。然而,仅针对人类囊尾蚴病进行治疗,对人类绦虫病和猪囊尾蚴病均无影响。这是因为人类囊尾蚴病感染不影响基本繁殖数(Ro)的值。

结论

即使驱虫药的给药覆盖率达到100%,也无法消除感染。因此,仅通过化疗干预来实现所有宿主中的感染消除似乎不是一个可行的目标。在整篇论文中,我们还在其他绦虫病 - 囊尾蚴病模型的背景下对我们的模型进行了讨论。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3323/6241031/ea04336d8aa2/12976_2018_90_Fig1_HTML.jpg

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