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新生儿筛查基因的下一代测序:短读长比对的准确性

Next-generation sequencing of newborn screening genes: the accuracy of short-read mapping.

作者信息

Trier C, Fournous G, Strand J M, Stray-Pedersen A, Pettersen R D, Rowe A D

机构信息

Department of Newborn Screening, Division of Paediatric and Adolescent Medicine, Oslo University Hospital HF, 0424 Oslo, Norway.

出版信息

NPJ Genom Med. 2020 Sep 4;5:36. doi: 10.1038/s41525-020-00142-z. eCollection 2020.

Abstract

Newborn screening programs are an integral part of public health systems aiming to save lives and improve the quality of life for infants with treatable disorders. Technological advancements have driven the expansion of newborn screening programs in the last two decades and the development of fast, accurate next-generation sequencing technology has opened the door to a range of possibilities in the field. However, technological challenges with short-read next-generation sequencing technologies remain significant in highly homologous genomic regions such as pseudogenes or paralogous genes and need to be considered when implemented in screening programs. Here, we simulate 50 genomes from populations around the world to test the extent to which high homology regions affect short-read mapping of genes related to newborn screening disorders and the impact of differential read lengths and ethnic backgrounds. We examine a 158 gene screening panel directly relevant to newborn screening and identify gene regions where read mapping is affected by homologous genomic regions at different read lengths. We also determine that the patient's ethnic background does not have a widespread impact on mapping accuracy or coverage. Additionally, we identify newborn screening genes where alternative forms of sequencing or variant calling pipelines should be considered and demonstrate that alterations to standard variant calling can retrieve some formerly uncalled variants.

摘要

新生儿筛查项目是公共卫生系统的重要组成部分,旨在挽救患有可治疗疾病的婴儿的生命并提高其生活质量。在过去二十年中,技术进步推动了新生儿筛查项目的扩展,快速、准确的新一代测序技术的发展为该领域带来了一系列可能性。然而,在假基因或旁系同源基因等高同源基因组区域,短读长新一代测序技术的技术挑战仍然很大,在筛查项目中实施时需要加以考虑。在此,我们模拟了来自世界各地人群的50个基因组,以测试高同源区域对与新生儿筛查疾病相关基因的短读长映射的影响程度,以及不同读长和种族背景的影响。我们研究了与新生儿筛查直接相关的158个基因筛查面板,并确定了在不同读长下读映射受同源基因组区域影响的基因区域。我们还确定患者的种族背景对映射准确性或覆盖率没有广泛影响。此外,我们确定了应考虑采用其他测序形式或变异调用流程的新生儿筛查基因,并证明对标准变异调用进行修改可以检索到一些以前未调用的变异。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1340/7474066/e8317f660757/41525_2020_142_Fig1_HTML.jpg

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