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Next generation sequencing for molecular diagnosis of neurological disorders using ataxias as a model

机译:以共济失调为模型的下一代测序用于神经系统疾病的分子诊断

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摘要

Many neurological conditions are caused by immensely heterogeneous gene mutations. The diagnostic process is often long and complex with most patients undergoing multiple invasive and costly investigations without ever reaching a conclusive molecular diagnosis. The advent of massively parallel, next-generation sequencing promises to revolutionize genetic testing and shorten the ‘diagnostic odyssey’ for many of these patients. We performed a pilot study using heterogeneous ataxias as a model neurogenetic disorder to assess the introduction of next-generation sequencing into clinical practice. We captured 58 known human ataxia genes followed by Illumina Next-Generation Sequencing in 50 highly heterogeneous patients with ataxia who had been extensively investigated and were refractory to diagnosis. All cases had been tested for spinocerebellar ataxia 1–3, 6, 7 and Friedrich’s ataxia and had multiple other biochemical, genetic and invasive tests. In those cases where we identified the genetic mutation, we determined the time to diagnosis. Pathogenicity was assessed using a bioinformatics pipeline and novel variants were validated using functional experiments. The overall detection rate in our heterogeneous cohort was 18% and varied from 8.3% in those with an adult onset progressive disorder to 40% in those with a childhood or adolescent onset progressive disorder. The highest detection rate was in those with an adolescent onset and a family history (75%). The majority of cases with detectable mutations had a childhood onset but most are now adults, reflecting the long delay in diagnosis. The delays were primarily related to lack of easily available clinical testing, but other factors included the presence of atypical phenotypes and the use of indirect testing. In the cases where we made an eventual diagnosis, the delay was 3–35 years (mean 18.1 years). Alignment and coverage metrics indicated that the capture and sequencing was highly efficient and the consumable cost was ∼£400 (€460 or US$620). Our pathogenicity interpretation pathway predicted 13 different mutations in eight different genes: PRKCG, TTBK2, SETX, SPTBN2, SACS, MRE11, KCNC3 and DARS2 of which nine were novel including one causing a newly described recessive ataxia syndrome. Genetic testing using targeted capture followed by next-generation sequencing was efficient, cost-effective, and enabled a molecular diagnosis in many refractory cases. A specific challenge of next-generation sequencing data is pathogenicity interpretation, but functional analysis confirmed the pathogenicity of novel variants showing that the pipeline was robust. Our results have broad implications for clinical neurology practice and the approach to diagnostic testing.
机译:许多神经系统疾病是由巨大的异源基因突变引起的。诊断过程通常是漫长而复杂的,大多数患者都经历了多次侵入性和昂贵的研究,而没有达到结论性的分子诊断。大规模并行的下一代测序技术的出现有望彻底改变基因检测,并缩短许多此类患者的“诊断性旅程”。我们使用异质性共济失调作为模型神经遗传性疾病进行了一项初步研究,以评估下一代测序在临床实践中的应用。我们捕获了58个已知的人类共济失调基因,然后在50例高度异质性共济失调患者中进行了Illumina下一代测序,这些患者已进行了广泛研究并且难以诊断。所有病例均经过了脊髓小脑共济失调1-3、6、7和弗里德里希共济失调的测试,并进行了多种其他生化,遗传和侵袭性测试。在那些我们确定了遗传突变的情况下,我们确定了诊断时间。使用生物信息学管道评估了致病性,并使用功能性实验验证了新的变异体。我们异质性队列的总体检出率为18%,从成人发病进行性疾病患者的8.3%到儿童或青少年发病进行性疾病患者的40%。检出率最高的是那些有青春期发病和家族史的人(75%)。大多数具有可检测到的突变的病例是在儿童时期发病的,但现在大多数是成年人,这反映出诊断的长期延迟。延误主要与缺乏容易获得的临床检测有关,但其他因素包括存在非典型表型和使用间接检测。在我们最终做出诊断的情况下,延迟时间为3–35年(平均18.1年)。比对和覆盖率指标表明捕获和测序非常高效,耗材成本约为400英镑(460欧元或620美元)。我们的致病性解释途径预测了八个不同基因中的13个不同突变:PRKCG,TTBK2,SETX,SPTBN2,SACS,MRE11,KCNC3和DARS2,其中9个是新颖的,其中一个引起了新近描述的隐性共济失调综合征。使用靶向捕获再进行下一代测序的基因检测效率高,成本效益高,并且可以在许多难治性病例中进行分子诊断。下一代测序数据的一个特殊挑战是致病性解释,但是功能分析证实了新变异的致病性,表明该管线很坚固。我们的结果对临床神经病学实践和诊断测试方法具有广泛的意义。

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