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首页> 外文期刊>PLoS Computational Biology >Epidemiological modeling of Trypanosoma cruzi: Low stercorarian transmission and failure of host adaptive immunity explain the frequency of mixed infections in humans
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Epidemiological modeling of Trypanosoma cruzi: Low stercorarian transmission and failure of host adaptive immunity explain the frequency of mixed infections in humans

机译:克氏锥虫的流行病学模型:低甾体传播和宿主适应性免疫失败解释了人类混合感染的频率

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People living in areas with active vector-borne transmission of Chagas disease have multiple contacts with its causative agent, Trypanosoma cruzi. Reinfections by T. cruzi are possible at least in animal models leading to lower or even hardly detectable parasitaemia. In humans, although reinfections are thought to have major public health implications by increasing the risk of chronic manifestations of the disease, there is little quantitative knowledge about their frequency and the timing of parasite re-inoculation in the course of the disease. Here, we implemented stochastic agent-based models i) to estimate the rate of re-inoculation in humans and ii) to assess how frequent are reinfections during the acute and chronic stages of the disease according to alternative hypotheses on the adaptive immune response following a primary infection. By using a hybrid genetic algorithm, the models were fitted to epidemiological data of Argentinean rural villages where mixed infections by different genotypes of T. cruzi reach 56% in humans. To explain this percentage, the best model predicted 0.032 (0.008–0.042) annual reinfections per individual with 98.4% of them occurring in the chronic phase. In addition, the parasite escapes to the adaptive immune response mounted after the primary infection in at least 20% of the events of re-inoculation. With these low annual rates, the risks of reinfection during the typically long chronic stage of the disease stand around 14% (4%-18%) and 60% (21%-70%) after 5 and 30 years, with most individuals being re-infected 1–3 times overall. These low rates are better explained by the weak efficiency of the stercorarian mode of transmission than a highly efficient adaptive immune response. Those estimates are of particular interest for vaccine development and for our understanding of the higher risk of chronic disease manifestations suffered by infected people living in endemic areas.
机译:居住在以病媒传播的恰加斯病传播活跃地区的人们与它的病原体克氏锥虫有多次接触。至少在动物模型中可能会出现克鲁维弧菌的再感染,从而导致更低甚至难以检测到的寄生虫血症。在人类中,尽管人们认为再感染会增加该疾病慢性表现的风险,从而对公共卫生产生重大影响,但人们对其再感染频率和在病程中再次接种的时间知之甚少。在这里,我们采用了基于随机因素的模型,即i)估计了人类的再接种率,ii)根据关于a后适应性免疫反应的其他假设,评估了疾病急性期和慢性期再感染的频率。原发感染。通过使用混合遗传算法,将模型拟合到阿根廷乡村的流行病学数据,在该乡村中,不同基因型的克氏锥虫的混合感染在人类中达到56%。为了解释这一百分比,最佳模型预测了每个人每年发生0.032(0.008–0.042)次再感染,其中98.4%发生在慢性期。此外,在至少20%的重新接种事件中,该寄生虫会逃脱到原发感染后引发的适应性免疫反应中。由于这些低的年发病率,在典型的长期慢性疾病阶段,再感染的风险在5年和30年后分别约为14%(4%-18%)和60%(21%-70%),大多数人是总体上再感染了1-3次。与低效的适应性免疫反应相比,这些低比率可以更好地解释为:sterorarian传播方式的效率较弱。这些估计值对于疫苗的开发以及我们对生活在流行地区的感染者遭受慢性疾病表现的较高风险的理解特别有用。

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