Fibroblast transcriptomics uncovers pathogenic genomic variants in individuals with exome-negative childhood onset epilepsy

IF 6.6 1区 医学 Q1 CLINICAL NEUROLOGY Epilepsia Pub Date : 2025-01-29 DOI:10.1111/epi.18279
Noor Smal, Charissa Millevert, Matthias De Wachter, Els De Vriendt, Zakaria Eddafir, An-Sofie Schoonjans, Allan Bayat, Rikke Steensbjerre Møller, Davide Mei, Simona Balestrini, Renzo Guerrini, Marije E. C. Meeuwissen, Anna C. Jansen, Sarah Weckhuysen
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Abstract

Objective

This study aims to improve genetic diagnosis in childhood onset epilepsy with neurodevelopmental problems by utilizing RNA sequencing of fibroblasts to identify pathogenic variants that may be missed by exome sequencing and copy number variation analysis.

Methods

We enrolled 41 individuals with childhood onset epilepsy and neurodevelopmental problems who previously had inconclusive genetic testing. Fibroblast samples were cultured and analyzed using RNA sequencing to detect aberrant expression, aberrant splicing, and monoallelic expression using the Detection of RNA Outlier Pipeline (DROP) pipeline. Detected events were correlated with phenotypes, and long-read genome sequencing was performed on individuals with strong candidate events to identify the causal genomic variant. A systematic literature review on RNA sequencing in rare disorders was conducted to contextualize our findings.

Results

RNA sequencing identified five strong candidate events in four individuals, affecting the genes QRICH1, TSC1, SMARCA1, GNAI1, and PTEN. (Likely) pathogenic genomic variants affecting expression of QRICH1, TSC1, and SMARCA1 were detected, resulting in a diagnostic yield of 7% (3/41). Two variants were not covered in the initial exome sequencing data but were revealed through long-read sequencing. The identification of a pathogenic TSC1 variant led to a previously unrecognized diagnosis of tuberous sclerosis complex. This prompted guideline-based screening, which revealed tuberous sclerosis lesions in the brain and lung, directly impacting clinical care. Notably, two of the three pathogenic events would not have been detected using whole blood due to the lack of expression of the involved genes. The lower yield of this study compared to studies in other rare disorders reflects the genetic heterogeneity of epilepsy and neurodevelopmental disorders, and the inaccessibility of affected tissue.

Significance

This research underscores RNA sequencing of cultured fibroblasts as a valuable tool in genetic diagnostics for childhood onset epilepsy, particularly when conventional methods fail. Expanding the control dataset with age-matched samples and incorporating RNA sequencing with nonsense-mediated decay inhibition could further enhance diagnostic yield.

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成纤维细胞转录组学揭示了外显子组阴性儿童癫痫患者的致病性基因组变异。
目的:利用成纤维细胞RNA测序鉴定外显子组测序和拷贝数变异分析可能遗漏的致病变异,提高儿童期癫痫伴神经发育问题的遗传诊断水平。方法:我们招募了41名患有儿童期癫痫和神经发育问题的患者,他们之前进行过不确定的基因检测。培养成纤维细胞样本,并使用RNA测序检测异常表达、异常剪接和单等位基因表达,使用检测RNA异常管道(DROP)管道。检测到的事件与表型相关,并对具有强候选事件的个体进行长读基因组测序,以确定因果基因组变异。我们对罕见疾病的RNA测序进行了系统的文献回顾,以确定我们的发现。结果:RNA测序在4个个体中确定了5个强候选事件,影响基因QRICH1、TSC1、SMARCA1、GNAI1和PTEN。检测到影响QRICH1、TSC1和SMARCA1表达的(可能的)致病性基因组变异,诊断率为7%(3/41)。最初的外显子组测序数据中没有包括两个变体,但通过长读测序揭示了这两个变体。致病性TSC1变异的鉴定导致了结节性硬化症复合体的先前未被认识的诊断。这促使基于指南的筛查,发现脑和肺结节性硬化症病变,直接影响临床护理。值得注意的是,由于缺乏相关基因的表达,使用全血无法检测到三种致病事件中的两种。与其他罕见疾病的研究相比,本研究的低产率反映了癫痫和神经发育障碍的遗传异质性,以及受影响组织的不可及性。意义:本研究强调了培养成纤维细胞的RNA测序作为儿童癫痫基因诊断的宝贵工具,特别是当传统方法失败时。使用年龄匹配的样本扩展对照数据集,并结合具有无意义介导的衰变抑制的RNA测序,可以进一步提高诊断率。
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来源期刊
Epilepsia
Epilepsia 医学-临床神经学
CiteScore
10.90
自引率
10.70%
发文量
319
审稿时长
2-4 weeks
期刊介绍: Epilepsia is the leading, authoritative source for innovative clinical and basic science research for all aspects of epilepsy and seizures. In addition, Epilepsia publishes critical reviews, opinion pieces, and guidelines that foster understanding and aim to improve the diagnosis and treatment of people with seizures and epilepsy.
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