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The functional spectrum of low-frequency coding variation

机译:低频编码变化的功能谱

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Background: Rare coding variants constitute an important class of human genetic variation, but are underrepresented in current databases that are based on small population samples. Recent studies show that variants altering amino acid sequence and protein function are enriched at low variant allele frequency, 2 to 5%, but because of insufficient sample size it is not clear if the same trend holds for rare variants below 1% allele frequency. Results: The 1000 Genomes Exon Pilot Project has collected deep-coverage exon-capture data in roughly 1,000 human genes, for nearly 700 samples. Although medical whole-exome projects are currently afoot, this is still the deepest reported sampling of a large number of human genes with next-generation technologies. According to the goals of the 1000 Genomes Project, we created effective informatics pipelines to process and analyze the data, and discovered 12,758 exonic SNPs, 70% of them novel, and 74% below 1% allele frequency in the seven population samples we examined. Our analysis confirms that coding variants below 1% allele frequency show increased population-specificity and are enriched for functional variants. Conclusions: This study represents a large step toward detecting and interpreting low frequency coding variation, clearly lays out technical steps for effective analysis of DNA capture data, and articulates functional and population properties of this important class of genetic variation.
机译:背景:罕见的编码变异构成人类遗传变异的重要一类,但在基于小种群样本的当前数据库中代表性不足。最近的研究表明,改变氨基酸序列和蛋白质功能的变异体在较低的变异等位基因频率(2%至5%)下富集,但是由于样本量不足,目前尚不清楚对于低于1%等位基因频率的稀有变异体是否也存在相同的趋势。结果:1000个基因组外显子试点项目已收集了约700个样本的大约1000个人类基因的深层外显子捕获数据。尽管目前正在进行医学全基因组计划,但这仍然是使用下一代技术对大量人类基因进行采样的最深的报道。根据“ 1000个基因组计划”的目标,我们创建了有效的信息学管道来处理和分析数据,并在我们检查的七个人群样本中发现了12,758个外显子SNP,其中70%是新奇的,而74%的等位基因频率低于1%。我们的分析证实,等位基因频率低于1%的编码变体显示出更高的群体特异性,并且富含功能性变体。结论:这项研究代表了朝着检测和解释低频编码变异迈出的一大步,清楚地提出了有效分析DNA捕获数据的技术步骤,并阐明了这一重要遗传变异类别的功能和种群特性。

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