首页> 外文期刊>Evolutionary Applications >Developing reduced SNP assays from whole‐genome sequence data to estimate introgression in an organism with complex genetic patterns, the Iberian honeybee (Apis mellifera iberiensis)
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Developing reduced SNP assays from whole‐genome sequence data to estimate introgression in an organism with complex genetic patterns, the Iberian honeybee (Apis mellifera iberiensis)

机译:从全基因组序列数据开发简化的SNP分析,以估计具有复杂遗传模式的生物伊比利亚蜜蜂(Apis mellifera iberiensis)的基因渗入

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The most important managed pollinator, the honeybee ( Apis mellifera L.), has been subject to a growing number of threats. In western Europe, one such threat is large‐scale introductions of commercial strains (C‐lineage ancestry), which is leading to introgressive hybridization and even the local extinction of native honeybee populations (M‐lineage ancestry). Here, we developed reduced assays of highly informative SNPs from 176 whole genomes to estimate C‐lineage introgression in the most diverse and evolutionarily complex subspecies in Europe, the Iberian honeybee ( Apis mellifera iberiensis ). We started by evaluating the effects of sample size and sampling a geographically restricted area on the number of highly informative SNPs. We demonstrated that a bias in the number of fixed SNPs (FST?=?1) is introduced when the sample size is small ( N ≤?10) and when sampling only captures a small fraction of a population's genetic diversity. These results underscore the importance of having a representative sample when developing reliable reduced SNP assays for organisms with complex genetic patterns. We used a training data set to design four independent SNP assays selected from pairwise FST between the Iberian and C‐lineage honeybees. The designed assays, which were validated in holdout and simulated hybrid data sets, proved to be highly accurate and can be readily used for monitoring populations not only in the native range of A.?m.?iberiensis in Iberia but also in the introduced range in the Balearic islands, Macaronesia and South America, in a time‐ and cost‐effective manner. While our approach used the Iberian honeybee as model system, it has a high value in a wide range of scenarios for the monitoring and conservation of potentially hybridized domestic and wildlife populations.
机译:最重要的管理传粉者蜜蜂(Apis mellifera L.)受到越来越多的威胁。在西欧,这种威胁之一是大规模引入商业菌株(C谱系祖先),这导致渗入性杂交,甚至导致本地蜜蜂种群的局部灭绝(M谱系祖先)。在这里,我们开发了来自176个完整基因组的信息量丰富的SNP的简化分析方法,以估计欧洲最多样化和进化复杂的亚种伊比利亚蜜蜂(Apis mellifera iberiensis)的C谱系渗入。我们首先评估样本量的影响,并在地理上受限制的区域对高信息量SNP数量进行抽样。我们证明,当样本量较小(N≤?10)并且采样仅捕获一小部分样本时,会引入固定SNP数量的偏差(F ST ?=?1)。人口的遗传多样性。这些结果强调了为具有复杂遗传模式的生物开发可靠的还原SNP分析时,具有代表性样品的重要性。我们使用了一个训练数据集来设计四个独立的SNP分析,这些分析是从伊比利亚蜜蜂和C谱系蜜蜂之间的成对F ST 中选择的。经设计验证的方法已在保留和模拟混合数据集中进行了验证,被证明具有很高的准确性,不仅可以方便地用于监测伊比利亚伊比利亚菌的天然范围内的菌群,而且还可以方便地用于监测引入范围内的菌群。在时间和成本效益方面,在巴利阿里群岛,马卡罗尼西亚和南美。尽管我们的方法使用伊比利亚蜜蜂作为模型系统,但在监视和保护可能杂交的家养和野生生物种群的广泛场景中,它具有很高的价值。

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