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Fast and cost-effective single nucleotide polymorphism (SNP) detection in the absence of a reference genome using semideep next-generation Random Amplicon Sequencing (RAMseq)

机译:快速且经济高效的单核苷酸多态性(SNP)在不存在参考基因组的情况下使用Semidep下一代随机扩增子测序检测(Ramseq)

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摘要

Biodiversity has suffered a dramatic global decline during the past decades, and monitoring tools are urgently needed providing data for the development and evaluation of conservation efforts both on a species and on a genetic level. However, in wild species, the assessment of genetic diversity is often hampered by the lack of suitable genetic markers. In this article, we present Random Amplicon Sequencing (RAMseq), a novel approach for fast and cost-effective detection of single nucleotide polymorphisms (SNPs) in nonmodel species by semideep sequencing of random amplicons. By applying RAMseq to the Eurasian otter (Lutra lutra), we identified 238 putative SNPs after quality filtering of all candidate loci and were able to validate 32 of 77 loci tested. In a second step, we evaluated the genotyping performance of these SNP loci in noninvasive samples, one of the most challenging genotyping applications, by comparing it with genotyping results of the same faecal samples at microsatellite markers. We compared (i) polymerase chain reaction (PCR) success rate, (ii) genotyping errors and (iii) Mendelian inheritance (population parameters). SNPs produced a significantly higher PCR success rate (75.5% vs. 65.1%) and lower mean allelic error rate (8.8% vs. 13.3%) than microsatellites, but showed a higher allelic dropout rate (29.7% vs. 19.8%). Genotyping results showed no deviations from Mendelian inheritance in any of the SNP loci. Hence, RAMseq appears to be a valuable tool for the detection of genetic markers in nonmodel species, which is a common challenge in conservation genetic studies.
机译:生物多样性在过去几十年中遭受了巨大的全球下滑,迫切需要监测工具,为某种物种和遗传水平提供保护和评估努力的发展和评估。然而,在野生物种中,遗传多样性的评估通常因缺乏合适的遗传标记而受到阻碍。在本文中,我们通过随机扩增子的半导体测序,我们提出随机扩增子测序(Ramseq),用于快速且经济有效地检测非模型物种中的单核苷酸多态性(SNP)。通过将Ramseq应用于欧亚水獭(Lutra Lutra),我们在所有候选基因座的质量过滤后确定了238个推定的SNP,并且能够验证测试的32个基因座。在第二步中,我们通过将其与微卫星标记物相同粪便样品的基因分型结果进行比较,评估了这些SNP基因座的基因分型性能。我们比较(i)聚合酶链反应(PCR)成功率,(ii)基因分型误差和(iii)孟德利亚遗传(人口参数)。 SNP产生的PCR成功率显着更高(75.5%,65.1%),比微卫星(8.8%与13.3%)较低的平均值误差,但表现出较高的等位基因辍学率(29.7%vs.19.8%)。基因分型结果表明,任何SNP基因座中的孟德尔遗传没有偏差。因此,Ramseq似乎是检测非典范物种中遗传标记的有价值的工具,这是保护遗传研究中的常见挑战。

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