Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA.
Center for Alzheimer's and Related Dementias, National Institute on Aging and National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD, USA.
Nat Methods. 2023 Oct;20(10):1483-1492. doi: 10.1038/s41592-023-01993-x. Epub 2023 Sep 14.
Long-read sequencing technologies substantially overcome the limitations of short-reads but have not been considered as a feasible replacement for population-scale projects, being a combination of too expensive, not scalable enough or too error-prone. Here we develop an efficient and scalable wet lab and computational protocol, Napu, for Oxford Nanopore Technologies long-read sequencing that seeks to address those limitations. We applied our protocol to cell lines and brain tissue samples as part of a pilot project for the National Institutes of Health Center for Alzheimer's and Related Dementias. Using a single PromethION flow cell, we can detect single nucleotide polymorphisms with F1-score comparable to Illumina short-read sequencing. Small indel calling remains difficult within homopolymers and tandem repeats, but achieves good concordance to Illumina indel calls elsewhere. Further, we can discover structural variants with F1-score on par with state-of-the-art de novo assembly methods. Our protocol phases small and structural variants at megabase scales and produces highly accurate, haplotype-specific methylation calls.
长读测序技术在很大程度上克服了短读测序的局限性,但由于成本过高、不够规模化或错误率过高,尚未被视为一种可行的全人群项目替代方法。在这里,我们开发了一种高效且可扩展的湿实验和计算方案“Napu”,用于牛津纳米孔技术的长读测序,旨在解决这些局限性。我们将我们的方案应用于细胞系和脑组织样本,作为美国国立卫生研究院阿尔茨海默病和相关痴呆症中心试点项目的一部分。使用单个 PromethION 流动池,我们可以检测到单核苷酸多态性,其 F1 分数可与 Illumina 短读测序相媲美。在同聚物和串联重复中,小的插入缺失(indel)调用仍然很困难,但与 Illumina 在其他地方的 indel 调用具有良好的一致性。此外,我们可以发现结构变体,其 F1 分数与最先进的从头组装方法相当。我们的方案可以在兆碱基尺度上检测小的和结构的变体,并产生高度准确的、单倍型特异性的甲基化调用。