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Coalescent models characterize sources and demographic history of recent round goby colonization of Great Lakes and inland waters

机译:联合模型描述了大湖和内陆水域最近轮虾虎虾定殖的来源和人口历史

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摘要

The establishment and spread of aquatic invasive species are ecologically and economically harmful and a source of conservation concern internationally. Processes of species invasion have traditionally been inferred from observational data of species presence/absence and relative abundance. However, genetic‐based approaches can provide valuable sources of inference. Restriction site‐associated DNA sequencing was used to identify and genotype single nucleotide polymorphism (SNP) loci for Round Gobies (Neogobius melanostomus) (N = 440) from 18 sampling locations in the Great Lakes and in three Michigan, USA, drainages (Flint, Au Sable, and Cheboygan River basins). Sampled rivers differed in size, accessibility, and physical characteristics including man‐made dispersal barriers. Population levels of genetic diversity and interpopulation variance in SNP allele frequency were used in coalescence‐based approximate Bayesian computation (ABC) to statistically compare models representing competing hypotheses regarding source population, postcolonization dispersal, and demographic history in the Great Lakes and inland waters. Results indicate different patterns of colonization across the three drainages. In the Flint River, models indicate a strong population bottleneck (<3% of contemporary effective population size) and a single founding event from Saginaw Bay led to the colonization of inland river segments. In the Au Sable River, analyses could not distinguish potential source populations, but supported models indicated multiple introductions from one source population. In the Cheboygan River, supported models indicated that colonization likely proceeded from east (Lake Huron source) to west among inland locales sampled in the system. Despite the recent occupancy of Great Lakes and inland habitats, large numbers of loci analyzed in an ABC framework enable statistically supported identification of source populations and reconstruction of the direction of inland spread and demographic history following establishment. Information from analyses can direct management actions to limit the spread of invasive species from identified sources and most probable vectors into additional inland aquatic habitats.
机译:水生入侵物种的建立和传播在生态和经济上都是有害的,也是国际上关注的保护来源。传统上是根据物种存在/不存在和相对丰度的观测数据推断出物种入侵的过程。但是,基于遗传的方法可以提供有价值的推论来源。限制性位点相关的DNA测序被用于识别大湖区和美国密歇根州三个排水渠(Flint, Au Sable和Cheboygan流域)。采样的河流在大小,可及性和物理特性(包括人为分散障碍)方面有所不同。在基于聚结的近似贝叶斯计算(ABC)中,使用了SNP等位基因频率的遗传多样性和种群间变异的种群水平,以统计学方式比较了代表关于大湖区和内陆水域的源种群,后殖民化扩散和人口历史的竞争假设的模型。结果表明,在三个流域的定居模式不同。在弗林特河,模型表明存在严重的人口瓶颈(<当代有效人口规模的3%),而萨吉诺湾的一次建国事件导致了内陆河段的殖民化。在Au Sable河中,分析无法区分潜在的源种群,但是支持的模型表明来自一个源种群的多次引入。在Cheboygan河中,支持的模型表明,在系统采样的内陆地区中,殖民活动很可能是从东部(休伦湖水源)向西部进行的。尽管最近占用了大湖和内陆栖息地,但在ABC框架中分析的大量基因座仍能在统计上支持识别源种群,并在建立后重建内陆传播的方向和人口历史。分析提供的信息可以指导管理行动,以限制入侵物种从已确定来源和最可能的媒介到其他内陆水生生境的扩散。

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