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Application of microsatellite genotyping by sequencing (SSR-GBS) to measure genetic diversity of the East African Oreochromis niloticus

机译:测序(SSR-GBS)测定东非肉瘤尼洛尼遗传多样性的微卫星基因分型

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Microsatellites play an important role when investigating population and ecological genetics, although high effort in development and genotyping constitute a technical constraint and remains a major bottleneck. Here we use a microsatellite genotyping approach utilizing sequences of amplicons for allele calling (SSR-GBS) based on Illumina that requires less effort and time. The approach consist of development of highly polymorphic loci, sequencing of multiplexed PCR amplified microsatellites on an Illumina Miseq PE 300 platform and bioinformatic treatment of the sequenced data using custom scripts. The procedure allows automation in allele calling, which can be more reliably replicated and thereby removes biases that might prevent concatenation of datasets from different analyses. Additionally, the methodology enhances information content in the sequenced data beyond the traditional amplicon length (AL) approaches. Using 26 newly developed microsatellite markers and SSR-GBS we investigate the population genetic assessment of anthropogenically altered populations of East African Nile tilapia to show the potential of this genotyping approach. More precisely, we compare genotypic data generated considering AL and whole amplicon information (WAI). We found that genotypes based on WAI are not only able to recover a higher number of alleles but also a more detailed genetic structure pattern. We discuss the capability and importance of WAI allele calling and show perspectives for implementation in the future conservation genetic studies. More specifically, we demonstrate how the current markers and techniques might contribute useful information for studies concerning resources sustainable exploitation and conservation using the East African Nile tilapia.
机译:微卫星在调查人口和生态遗传学时发挥着重要作用,尽管发展和基因分型的高努力构成了技术约束,仍然是一个主要的瓶颈。在这里,我们使用微卫星基因分型方法利用基于Illumina的等位基因呼叫(SSR-GBS)的扩增子序列来使用微卫星基因分型方法。该方法包括高多态基因座的开发,在Illumina miseq PE 300平台上的复用PCR扩增微卫星的测序和使用自定义脚本对测序数据的生物信息处理。该过程允许在等位基因调用中自动化,从而可以更可靠地复制,从而消除可能阻止数据集从不同分析串联的偏差。另外,该方法可以增强在传统的扩增子长度(A1)方法之外的测序数据中的信息内容。使用26新开发的微卫星标记和SSR-GBS,我们研究了东非尼罗拉亚族人口生成改变人口的人口遗传评估,表明了这种基因分型方法的潜力。更确切地说,我们比较考虑Al和整个扩增子信息(WAI)产生的基因型数据。我们发现基于WAI的基因型不仅能够恢复较高数量的等位基因,而且是一种更详细的遗传结构模式。我们探讨了围等位基因呼唤的能力和重要性,并表明未来保护遗传学研究中实施的侧视图。更具体地说,我们展示了当前的标志和技术如何如何利用东非尼罗拉亚亚群岛研究资源可持续开发和保护的有用信息。

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