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Recent advances in the detection of repeat expansions with short-read next-generation sequencing

机译:短读下一代测序技术在重复扩增检测中的最新进展

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摘要

Short tandem repeats (STRs), also known as microsatellites, are commonly defined as consisting of tandemly repeated nucleotide motifs of 2–6 base pairs in length. STRs appear throughout the human genome, and about 239,000 are documented in the Simple Repeats Track available from the UCSC (University of California, Santa Cruz) genome browser. STRs vary in size, producing highly polymorphic markers commonly used as genetic markers. A small fraction of STRs (about 30 loci) have been associated with human disease whereby one or both alleles exceed an STR-specific threshold in size, leading to disease. Detection of repeat expansions is currently performed with polymerase chain reaction–based assays or with Southern blots for large expansions. The tests are expensive and time-consuming and are not always conclusive, leading to lengthy diagnostic journeys for patients, potentially including missed diagnoses. The advent of whole exome and whole genome sequencing has identified the genetic cause of many genetic disorders; however, analysis pipelines are focused primarily on the detection of short nucleotide variations and short insertions and deletions (indels). Until recently, repeat expansions, with the exception of the smallest expansion (SCA6), were not detectable in next-generation short-read sequencing datasets and would have been ignored in most analyses. In the last two years, four analysis methods with accompanying software (ExpansionHunter, exSTRa, STRetch, and TREDPARSE) have been released. Although a comprehensive comparative analysis of the performance of these methods across all known repeat expansions is still lacking, it is clear that these methods are a valuable addition to any existing analysis pipeline. Here, we detail how to assess short-read data for evidence of expansions, reviewing all four methods and outlining their strengths and weaknesses. Implementation of these methods should lead to increased diagnostic yield of repeat expansion disorders for known STR loci and has the potential to detect novel repeat expansions.
机译:短串联重复序列(STR),也称为微卫星,通常定义为由长度为2-6个碱基对的串联重复核苷酸基序组成。 STRs遍及整个人类基因组,在UCSC(加利福尼亚大学圣克鲁斯分校)基因组浏览器的“简单重复序列”中记录了大约239,000个。 STR大小不一,产生了通常用作遗传标记的高度多态性标记。一小部分STR(约30个基因座)与人类疾病有关,由此一个或两个等位基因的大小超过STR特异性阈值,从而导致疾病。目前,重复扩增的检测采用基于聚合酶链反应的检测方法或大扩增的Southern印迹法进行。这些测试既昂贵又费时,而且并不总是结论性的,导致患者的诊断过程很漫长,可能包括诊断遗漏。全外显子组和全基因组测序的出现已经确定了许多遗传疾病的遗传原因。然而,分析流程主要集中在短核苷酸变异和短插入与缺失(indels)的检测上。直到最近,在下一代的短读测序数据集中都无法检测到重复扩展,但最小扩展(SCA6)除外。在大多数分析中,重复扩展都将被忽略。在过去的两年中,已经发布了四种附带软件的分析方法(ExpansionHunter,exSTRa,STRetch和TREDPARSE)。尽管仍然缺乏对所有已知重复扩展中这些方法的性能的全面比较分析,但很明显,这些方法是对任何现有分析管道的宝贵补充。在这里,我们详细介绍了如何评估短时读取的数据以获取扩展的证据,并回顾了所有四种方法并概述了它们的优缺点。这些方法的实施应导致已知STR基因座的重复扩增疾病的诊断率提高,并具有检测新型重复扩增的潜力。

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