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永冻土动态与炭疽传播风险:建模研究。

Permafrost dynamics and the risk of anthrax transmission: a modelling study.

机构信息

Institute of Polar Sciences, Consiglio Nazionale delle Ricerche, Via Torino, 155, 30172, Mestre-Venice, Italy.

Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Via Ponzio 34/5, 20133, Milan, Italy.

出版信息

Sci Rep. 2020 Oct 7;10(1):16460. doi: 10.1038/s41598-020-72440-6.

Abstract

A recent outbreak of anthrax disease, severely affecting reindeer herds in Siberia, has been reportedly associated to the presence of infected carcasses or spores released from the active layer over permafrost, which is thawing and thickening at increasing rates, thus underlying the re-emerging nature of this pathogen in the Arctic region because of warming temperatures. Anthrax is a global zoonotic and epizootic disease, with a high case-fatality ratio in infected animals. Its transmission is mediated by environmental contamination through highly resistant spores which can persist in the soil for several decades. Here we develop and analyze a new epidemiological model for anthrax transmission that is specifically tailored to the Arctic environmental conditions. The model describes transmission dynamics including also herding practices (e.g. seasonal grazing) and the role of the active layer over permafrost acting as a long-term storage of spores that could be viable for disease transmission during thawing periods. Model dynamics are investigated through linear stability analysis, Floquet theory for periodically forced systems, and a series of simulations with realistic forcings. Results show how the temporal variability of grazing and active layer thawing may influence the dynamics of anthrax disease and, specifically, favor sustained pathogen transmission. Particularly warm years, favoring deep active layers, are shown to be associated with an increase risk of anthrax outbreaks, and may also foster infections in the following years. Our results enable preliminary insights into measures (e.g. changes in herding practice) that may be adopted to decrease the risk of infection and lay the basis to possibly establish optimal procedures for preventing transmission; furthermore, they elicit the need of further investigations and observation campaigns focused on anthrax dynamics in the Arctic environment.

摘要

最近在西伯利亚爆发的炭疽病严重影响了驯鹿群,据报道,炭疽病与受感染的尸体或从永冻层上方活动层释放的孢子有关,永冻层正在以越来越快的速度融化和增厚,这使得这种病原体在北极地区重新出现,因为气温正在升高。炭疽病是一种全球性的人畜共患病和动物流行病,在受感染的动物中病死率很高。其传播是通过高度抗逆的孢子污染环境来介导的,这些孢子可以在土壤中存活几十年。在这里,我们开发并分析了一个专门针对北极环境条件的炭疽病传播的新流行病学模型。该模型描述了包括放牧实践(如季节性放牧)在内的传播动态,以及永冻层上方活动层作为孢子长期储存库的作用,这些孢子在解冻期间可能具有传播疾病的能力。通过线性稳定性分析、周期性强制系统的 Floquet 理论以及一系列带有实际强迫的模拟,研究了模型动力学。结果表明,放牧和活动层解冻的时间变化如何影响炭疽病的动态,特别是有利于病原体的持续传播。特别温暖的年份有利于深层活动层,与炭疽病爆发风险增加有关,也可能在随后的年份导致感染。我们的研究结果为可能采取的降低感染风险的措施(例如改变放牧实践)提供了初步的见解,并为可能建立预防传播的最佳程序奠定了基础;此外,还需要进一步的调查和观测活动,重点关注北极环境中的炭疽病动态。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/27ba/7541526/31c4ac981b48/41598_2020_72440_Fig1_HTML.jpg

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