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用于改善临床诊断的RNA测序视角

RNA-Seq Perspectives to Improve Clinical Diagnosis.

作者信息

Marco-Puche Guillermo, Lois Sergio, Benítez Javier, Trivino Juan Carlos

机构信息

Bioinformatics Group, Sistemas Genómicos, Paterna, Spain.

Human Genetics Group, Spanish National Cancer Research Center, Madrid, Spain.

出版信息

Front Genet. 2019 Nov 12;10:1152. doi: 10.3389/fgene.2019.01152. eCollection 2019.

Abstract

In recent years, high-throughput next-generation sequencing technology has allowed a rapid increase in diagnostic capacity and precision through different bioinformatics processing algorithms, tools, and pipelines. The identification, annotation, and classification of sequence variants within different target regions are now considered a gold standard in clinical genetic diagnosis. However, this procedure lacks the ability to link regulatory events such as differential splicing to diseases. RNA-seq is necessary in clinical routine in order to interpret and detect among others splicing events and splicing variants, as it would increase the diagnostic rate by up to 10-35%. The transcriptome has a very dynamic nature, varying according to tissue type, cellular conditions, and environmental factors that may affect regulatory events such as splicing and the expression of genes or their isoforms. RNA-seq offers a robust technical analysis of this complexity, but it requires a profound knowledge of computational/statistical tools that may need to be adjusted depending on the disease under study. In this article we will cover RNA-seq analyses best practices applied to clinical routine, bioinformatics procedures, and present challenges of this approach.

摘要

近年来,高通量下一代测序技术通过不同的生物信息学处理算法、工具和流程,使诊断能力和精度迅速提高。不同目标区域内序列变异的识别、注释和分类现在被视为临床基因诊断的金标准。然而,这一程序缺乏将诸如可变剪接等调控事件与疾病联系起来的能力。在临床常规中,RNA测序对于解释和检测剪接事件及剪接变体等是必要的,因为它可将诊断率提高10%至35%。转录组具有非常动态的性质,会根据组织类型、细胞状况以及可能影响调控事件(如剪接和基因或其异构体的表达)的环境因素而变化。RNA测序为这种复杂性提供了强大的技术分析,但它需要对计算/统计工具的深入了解,这些工具可能需要根据所研究的疾病进行调整。在本文中,我们将介绍应用于临床常规的RNA测序分析最佳实践、生物信息学程序以及这种方法面临的挑战。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2ade/6861419/fc50af99d5e9/fgene-10-01152-g001.jpg

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