RNA Sequencing Resolves Cryptic Pathogenic Variants in Mitochondrial Disease.

IF 3.9 2区 医学 Q1 CLINICAL NEUROLOGY
Zhimei Liu, Xin Duan, Fatemeh Peymani, Jia Wang, Chengjia Bao, Chaolong Xu, Ying Zou, Zixuan Zhang, Yunxi Zhang, Tongyue Li, Martin Pavlov, Junling Wang, Minhan Song, Tianyu Song, Xiaodi Han, Mingxi Sun, Danmin Shen, Ruoyu Duan, Huafang Jiang, Manting Xu, Holger Prokisch, Fang Fang
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引用次数: 0

Abstract

Objective: Mitochondrial diseases are the most common inherited metabolic disorders, characterized by pronounced clinical and genetic heterogeneity that complicates molecular diagnosis. Although DNA-based sequencing approaches have become standard in genetic testing, up to half of patients remain without a definitive diagnosis. We aimed to perform RNA sequencing (RNA-seq) of patient-derived skin fibroblasts to enhance the molecular diagnostic efficacy of mitochondrial disease in undiagnosed cases in China.

Methods: We performed RNA-seq on skin fibroblasts from 140 pediatric patients with suspected mitochondrial disease who remained genetically undiagnosed after whole exome sequencing (WES). Aberrant RNA expression and splicing were identified using the detection of RNA outliers pipeline (DROP). Based on WES findings, patients were stratified into a candidate group (n = 28), in which RNA-seq evaluated the pathogenicity of WES-identified variants of uncertain significance and an unsolved group (n = 112), in which RNA-seq was used to pinpoint candidate genes. In six cases where RNA-seq identified the aberrant RNA event but WES did not detect the causative variants, whole genome sequencing (WGS) was performed.

Results: Integrative RNA-seq, WES, and WGS analysis resulted in a genetic diagnosis in 25% of patients overall (20/28 [71%] in the candidate group; 15/112 [13%] in the unsolved group). Aberrant splicing explained most candidate-group diagnoses, including variants misclassified by in silico predictors such as SpliceAI. 14% of protein-truncating variants predicted to undergo nonsense-mediated decay (NMD) escaped degradation, highlighting the functional limits of current predictions. The variants identified in the unsolved cohort included synonymous, missense, deep intronic, near-splice-site variants, and large deletions. The most frequent among them was a recurrent synonymous East Asian founder mutation in ECHS1, accounting for seven cases. Interestingly, across 233 pathogenic variants associated with aberrant RNA phenotypes compiled from this study and prior reports, half were noncoding and half were coding variants.

Conclusion: RNA-seq substantially enhances molecular diagnosis in mitochondrial disease by exposing cryptic splicing, regulatory, and NMD-escape events invisible to DNA sequencing alone. These data advocate transcriptome analysis as an essential component of comprehensive genomic diagnostics in neurometabolic disease.

RNA测序解决线粒体疾病的隐性致病变异。
目的:线粒体疾病是最常见的遗传性代谢疾病,其特点是明显的临床和遗传异质性,使分子诊断复杂化。尽管基于dna的测序方法已成为基因检测的标准方法,但仍有多达一半的患者没有明确的诊断。我们的目的是对患者来源的皮肤成纤维细胞进行RNA测序(RNA-seq),以提高中国未确诊病例中线粒体疾病的分子诊断效率。方法:我们对140名疑似线粒体疾病的儿科患者的皮肤成纤维细胞进行了rna测序,这些患者在全外显子组测序(WES)后仍未得到遗传诊断。利用RNA异常值管道(DROP)检测RNA异常表达和剪接。根据WES结果,将患者分为候选组(n = 28)和未解组(n = 112),其中候选组使用RNA-seq评估WES鉴定的不确定意义变异的致病性。在6例RNA-seq检测到异常RNA事件,但WES未检测到致病变异的病例中,进行了全基因组测序(WGS)。结果:综合RNA-seq, WES和WGS分析在25%的患者中获得了遗传诊断(候选组为20/28[71%],未解决组为15/112[13%])。异常剪接解释了大多数候选群体的诊断,包括被SpliceAI等计算机预测器错误分类的变异。预计会经历无义介导的衰变(NMD)的14%的蛋白质截断变体逃脱了降解,突出了当前预测的功能局限性。在未解决的队列中发现的变异包括同义、错义、深内含子、近剪接位点变异和大缺失。其中最常见的是ECHS1中反复出现的同质东亚奠基者突变,占7例。有趣的是,从本研究和先前的报告中编译的233种与异常RNA表型相关的致病变异中,一半是非编码变异,一半是编码变异。结论:RNA-seq通过揭示DNA测序不可见的隐剪接、调控和nmd逃逸事件,大大增强了线粒体疾病的分子诊断。这些数据支持转录组分析作为神经代谢性疾病全面基因组诊断的重要组成部分。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Annals of Clinical and Translational Neurology
Annals of Clinical and Translational Neurology Medicine-Neurology (clinical)
CiteScore
9.10
自引率
1.90%
发文量
218
审稿时长
8 weeks
期刊介绍: Annals of Clinical and Translational Neurology is a peer-reviewed journal for rapid dissemination of high-quality research related to all areas of neurology. The journal publishes original research and scholarly reviews focused on the mechanisms and treatments of diseases of the nervous system; high-impact topics in neurologic education; and other topics of interest to the clinical neuroscience community.
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