Advancing long-read nanopore genome assembly and accurate variant calling for rare disease detection

推进长读长纳米孔基因组组装和精确变异检测,以用于罕见病检测

阅读:13
作者:Shloka Negi ,Sarah L Stenton ,Seth I Berger ,Paolo Canigiula ,Brandy McNulty ,Ivo Violich ,Joshua Gardner ,Todd Hillaker ,Sara M O'Rourke ,Melanie C O'Leary ,Elizabeth Carbonell ,Christina Austin-Tse ,Gabrielle Lemire ,Jillian Serrano ,Brian Mangilog ,Grace VanNoy ,Mikhail Kolmogorov ,Eric Vilain ,Anne O'Donnell-Luria ,Emmanuèle Délot ,Karen H Miga ,Jean Monlong ,Benedict Paten

Abstract

More than 50% of families with suspected rare monogenic diseases remain unsolved after whole-genome analysis by short-read sequencing (SRS). Long-read sequencing (LRS) could help bridge this diagnostic gap by capturing variants inaccessible to SRS, facilitating long-range mapping and phasing and providing haplotype-resolved methylation profiling. To evaluate LRS's additional diagnostic yield, we sequenced a rare-disease cohort of 98 samples from 41 families, using nanopore sequencing, achieving per sample ∼36× average coverage and 32-kb read N50 from a single flow cell. Our Napu pipeline generated assemblies, phased variants, and methylation calls. LRS covered, on average, coding exons in ∼280 genes and ∼5 known Mendelian disease-associated genes that were not covered by SRS. In comparison to SRS, LRS detected additional rare, functionally annotated variants, including structural variants (SVs) and tandem repeats, and completely phased 87% of protein-coding genes. LRS detected additional de novo variants and could be used to distinguish postzygotic mosaic variants from prezygotic de novos. Diagnostic variants were established by LRS in 11 probands, with diverse underlying genetic causes including de novo and compound heterozygous variants, large-scale SVs, and epigenetic modifications. Our study demonstrates LRS's potential to enhance diagnostic yield for rare monogenic diseases, implying utility in future clinical genomics workflows. Keywords: clinical testing; gene conversion; haplotype phasing; long-read sequencing; methylation; rare-disease diagnosis; structural variants; variant annotation.

特别声明

1、本页面内容包含部分的内容是基于公开信息的合理引用;引用内容仅为补充信息,不代表本站立场。

2、若认为本页面引用内容涉及侵权,请及时与本站联系,我们将第一时间处理。

3、其他媒体/个人如需使用本页面原创内容,需注明“来源:[生知库]”并获得授权;使用引用内容的,需自行联系原作者获得许可。

4、投稿及合作请联系:info@biocloudy.com。