The additional diagnostic yield of long-read sequencing in undiagnosed rare diseases

IF 5.5 2区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Genome research Pub Date : 2025-02-03 DOI:10.1101/gr.279970.124
Giulia F. Del Gobbo, Kym M. Boycott
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Abstract

Long-read sequencing (LRS) is a promising technology positioned to study the significant proportion of rare diseases (RDs) that remain undiagnosed as it addresses many of the limitations of short-read sequencing, detecting and clarifying additional disease-associated variants that may be missed by the current standard diagnostic workflow for RDs. Some key areas where additional diagnostic yields may be realized include: (1) detection and resolution of structural variants (SVs); (2) detection and characterization of tandem repeat expansions; (3) coverage of regions of high sequence similarity; (4) variant phasing; (5) the use of de novo genome assemblies for reference-based or graph genome variant detection; and (6) epigenetic and transcriptomic evaluations. Examples from over 50 studies support that the main areas of added diagnostic yield currently lie in SV detection and characterization, repeat expansion assessment, and phasing (with or without DNA methylation information). Several emerging studies applying LRS in cohorts of undiagnosed RDs also demonstrate that LRS can boost diagnostic yields following negative standard-of-care clinical testing and provide an added yield of 7%–17% following negative short-read genome sequencing. With this evidence of improved diagnostic yield, we discuss the incorporation of LRS into the diagnostic care pathway for undiagnosed RDs, including current challenges and considerations, with the ultimate goal of ending the diagnostic odyssey for countless individuals with RDs.
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长读测序在未确诊罕见疾病中的额外诊断产量
长读段测序(LRS)是一项很有前途的技术,定位于研究大量尚未诊断的罕见病(rd),因为它解决了短读段测序的许多局限性,检测和澄清了当前标准诊断工作流程中可能遗漏的额外疾病相关变异。可能实现额外诊断产量的一些关键领域包括:(1)结构变异(sv)的检测和解决;(2)串联重复扩增的检测与表征;(3)序列相似度高的区域覆盖率;(4)变相;(5)使用de novo基因组组装进行基于参考或图谱的基因组变异检测;(6)表观遗传和转录组学评价。来自50多个研究的例子支持目前增加诊断产量的主要领域在于SV检测和表征,重复扩增评估和分阶段(有或没有DNA甲基化信息)。一些将LRS应用于未确诊的rd队列的新兴研究也表明,LRS可以提高阴性标准护理临床测试后的诊断率,并在阴性短读基因组测序后提供7%-17%的额外诊断率。有了这一提高诊断率的证据,我们讨论了将LRS纳入未确诊rd的诊断护理途径,包括当前的挑战和考虑,最终目标是结束无数rd患者的诊断过程。
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来源期刊
Genome research
Genome research 生物-生化与分子生物学
CiteScore
12.40
自引率
1.40%
发文量
140
审稿时长
6 months
期刊介绍: Launched in 1995, Genome Research is an international, continuously published, peer-reviewed journal that focuses on research that provides novel insights into the genome biology of all organisms, including advances in genomic medicine. Among the topics considered by the journal are genome structure and function, comparative genomics, molecular evolution, genome-scale quantitative and population genetics, proteomics, epigenomics, and systems biology. The journal also features exciting gene discoveries and reports of cutting-edge computational biology and high-throughput methodologies. New data in these areas are published as research papers, or methods and resource reports that provide novel information on technologies or tools that will be of interest to a broad readership. Complete data sets are presented electronically on the journal''s web site where appropriate. The journal also provides Reviews, Perspectives, and Insight/Outlook articles, which present commentary on the latest advances published both here and elsewhere, placing such progress in its broader biological context.
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