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使用近似贝叶斯计算阐明一种新兴野生动物病原体的时空动态。

Elucidating the spatio-temporal dynamics of an emerging wildlife pathogen using approximate Bayesian computation.

作者信息

Rey Olivier, Fourtune Lisa, Paz-Vinas Ivan, Loot Géraldine, Veyssière Charlotte, Roche Benjamin, Blanchet Simon

机构信息

Station d'Écologie Expérimentale du CNRS à Moulis, USR 2936, 09200, Moulis, France.

CNRS, UPS, ENFA, Évolution & Diversité Biologique (EDB) UMR 5174, 118 Route de Narbonne, 31062, Toulouse, Cedex 9, France.

出版信息

Mol Ecol. 2015 Nov;24(21):5348-63. doi: 10.1111/mec.13401.

DOI:10.1111/mec.13401
PMID:26416083
Abstract

Emerging pathogens constitute a severe threat for human health and biodiversity. Determining the status (native or non-native) of emerging pathogens, and tracing back their spatio-temporal dynamics, is crucial to understand the eco-evolutionary factors promoting their emergence, to control their spread and mitigate their impacts. However, tracing back the spatio-temporal dynamics of emerging wildlife pathogens is challenging because (i) they are often neglected until they become sufficiently abundant and pose socio-economical concerns and (ii) their geographical range is often little known. Here, we combined classical population genetics tools and approximate Bayesian computation (i.e. ABC) to retrace the dynamics of Tracheliastes polycolpus, a poorly documented pathogenic ectoparasite emerging in Western Europe that threatens several freshwater fish species. Our results strongly suggest that populations of T. polycolpus in France emerged from individuals originating from a unique genetic pool that were most likely introduced in the 1920s in central France. From this initial population, three waves of colonization occurred into peripheral watersheds within the next two decades. We further demonstrated that populations remained at low densities, and hence undetectable, during 10 years before a major demographic expansion occurred, and before its official detection in France. These findings corroborate and expand the few historical records available for this emerging pathogen. More generally, our study demonstrates how ABC can be used to determine the status, reconstruct the colonization history and infer key evolutionary parameters of emerging wildlife pathogens with low data availability, and for which samples from the putative native area are inaccessible.

摘要

新出现的病原体对人类健康和生物多样性构成严重威胁。确定新出现病原体的状态(本地或非本地),并追溯其时空动态,对于理解促进其出现的生态进化因素、控制其传播并减轻其影响至关重要。然而,追溯新出现的野生动物病原体的时空动态具有挑战性,因为(i)它们往往在变得足够丰富并引起社会经济关注之前被忽视,以及(ii)它们的地理范围通常鲜为人知。在这里,我们结合经典的群体遗传学工具和近似贝叶斯计算(即ABC)来追溯多穴管颈吸虫的动态,这是一种在西欧出现的记录很少的致病性外寄生虫,威胁着几种淡水鱼物种。我们的结果有力地表明,法国的多穴管颈吸虫种群起源于一个独特基因库中的个体,这些个体很可能在20世纪20年代被引入法国中部。从这个初始种群开始,在接下来的二十年里发生了三次向外围流域的殖民浪潮。我们进一步证明,在一次主要的种群扩张发生之前以及在法国官方检测到它之前十年里,种群一直处于低密度状态,因此难以被检测到。这些发现证实并扩展了关于这种新出现病原体的少数历史记录。更普遍地说,我们研究展示了ABC如何能够用于在数据可用性低且无法获取假定原生区域样本的情况下,确定新出现的野生动物病原体的状态、重建殖民历史并推断关键进化参数。

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