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主题:基于定制长读转录组的变异效应预测管道,用于改进临床变异注释

Renee Salz¹, Nuno Saraiva-Agostinho², Emil Vorsteveld³

¹Department of Medical BioSciences, Radboud University Medical Center, Nijmegen, 6525 GA, the Netherlands.

|June 6, 2023

概括

新的计算管道SUSSPECT通过分析定制的转录组来改善变体检测,有助于诊断遗传疾病. 它预测了对新型转录的变异影响,提高了引起疾病的突变的识别.

科学领域:

基因组学就是基因组学.
文字转录学 (Transcriptomics) 是一个学科.
生物信息学是一种生物信息学.

背景情况:

不完整的人类转录组知识阻碍了引起疾病的变异的检测,特别是对于在参考集合中缺少的特定条件的转录.
对于遗传诊断至关重要的新型转录通常不在标准参考转录组中,如Ensembl/GENCODE和RefSeq.

研究的目的:

介绍SUSPECT (使用自定义转录组解决未解决的患者外基因组/基因组),用于预测变异对自定义转录组的影响的管道.
通过结合新型或特定疾病的转录组数据来提高引起疾病的遗传变异的检测和优先级.

主要方法:

SUsPECT使用Ensembl变异效应预测器 (VEP) 来分析定制的转录组,包括长时间读取的RNA测序的转录组.
该管道预测了新型开放阅读框架内的误解变体的功能后果和有害性得分.

主要成果:

在ClinVar的变异中,SuspECT发现了标准参考注释所遗漏的潜在的致病机制.
与参考注释相比,使用来自刺激免疫细胞的定制转录组进行注释,揭示了与免疫相关变异的严重分子后果的丰富.

结论:

SUsPECT提供了关键信息,以优先考虑可能引起疾病的变异,改善遗传诊断.
该管道的实用性预计将随着长期读取的RNA测序数据的日益增加而增长.

关键词:

计算管道中的计算管道.免疫反应的免疫反应.医学诊断医学诊断医学诊断主要免疫缺陷主要免疫缺陷.罕见疾病是一种罕见的疾病.变量效应预测变量效应的预测.

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