Assessing the diagnostic impact of blood transcriptome profiling in a pediatric cohort previously assessed by genome sequencing.

IF 4.7 2区 医学 Q1 GENETICS & HEREDITY
Huayun Hou, Kyoko E Yuki, Gregory Costain, Anna Szuto, Sierra Barnes, Arun K Ramani, Alper Celik, Michael Braga, Meagan Gloven-Brown, Dimitri J Stavropoulos, Sarah Bowdin, Ronald D Cohn, Roberto Mendoza-Londono, Stephen W Scherer, Michael Brudno, Christian R Marshall, M Stephen Meyn, Adam Shlien, James J Dowling, Michael D Wilson, Lianna Kyriakopoulou
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引用次数: 0

Abstract

Despite advances in genome sequencing, many individuals with rare genetic disorders remain undiagnosed. Transcriptional profiling via RNA-seq can reveal functional impacts of DNA variants and improve diagnosis. We assessed blood-derived RNA-seq in the largely undiagnosed SickKids Genome Clinic cohort (n = 134), which has been subjected to multiple analyses benchmarking the utility of genome sequencing. Our RNA-centric analysis identifies gene expression outliers, aberrant splicing, and allele-specific expression. In one-third of diagnosed individuals (20/61), RNA-seq reinforced DNA-based findings. In 2/61 cases, RNA-seq revised diagnoses (EPG5 to LZTR1 in an individual with a Noonan syndrome-like disorder) and discovered an additional relevant gene (CEP120 in addition to SON in an individual with ZTTK syndrome). Additionally, ~7% (5/73) of undiagnosed cases had at least one plausible candidate gene identified. This study highlights both the benefits and limitations of whole-blood RNA profiling in refining genetic diagnoses and uncovering novel disease mechanisms.

评估血液转录组分析对先前通过基因组测序评估的儿科队列的诊断影响。
尽管基因组测序取得了进展,但许多患有罕见遗传疾病的个体仍未得到诊断。通过RNA-seq转录谱分析可以揭示DNA变异的功能影响并改善诊断。我们在大部分未确诊的SickKids基因组诊所队列(n = 134)中评估了血液来源的RNA-seq,该队列已经接受了多次分析,以确定基因组测序的实用性。我们以rna为中心的分析确定了基因表达异常值、异常剪接和等位基因特异性表达。在三分之一的确诊个体(20/61)中,RNA-seq强化了基于dna的发现。在2/61例病例中,RNA-seq修改了诊断(在患有Noonan综合征样疾病的个体中,EPG5为LZTR1),并发现了一个额外的相关基因(在患有ZTTK综合征的个体中,除了SON之外还有CEP120)。此外,约7%(5/73)的未确诊病例至少鉴定出一个似是而非的候选基因。这项研究强调了全血RNA谱分析在改进遗传诊断和揭示新的疾病机制方面的优点和局限性。
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来源期刊
NPJ Genomic Medicine
NPJ Genomic Medicine Biochemistry, Genetics and Molecular Biology-Molecular Biology
CiteScore
9.40
自引率
1.90%
发文量
67
审稿时长
17 weeks
期刊介绍: npj Genomic Medicine is an international, peer-reviewed journal dedicated to publishing the most important scientific advances in all aspects of genomics and its application in the practice of medicine. The journal defines genomic medicine as "diagnosis, prognosis, prevention and/or treatment of disease and disorders of the mind and body, using approaches informed or enabled by knowledge of the genome and the molecules it encodes." Relevant and high-impact papers that encompass studies of individuals, families, or populations are considered for publication. An emphasis will include coupling detailed phenotype and genome sequencing information, both enabled by new technologies and informatics, to delineate the underlying aetiology of disease. Clinical recommendations and/or guidelines of how that data should be used in the clinical management of those patients in the study, and others, are also encouraged.
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