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用于全基因组关联研究后精细定位和因果变异鉴定的精确且经济高效的纳米孔测序

Precise and Cost-Effective Nanopore Sequencing for Post-GWAS Fine-Mapping and Causal Variant Identification.

作者信息

Magdy Tarek, Kuo Hui-Hsuan, Burridge Paul W

机构信息

Department of Pharmacology, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA; Center for Pharmacogenomics, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA.

Department of Pharmacology, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA; Center for Pharmacogenomics, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA.

出版信息

iScience. 2020 Apr 24;23(4):100971. doi: 10.1016/j.isci.2020.100971. Epub 2020 Mar 9.

DOI:10.1016/j.isci.2020.100971
PMID:32203907
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC7096756/
Abstract

Fine-mapping of interesting loci discovered by genome-wide association study (GWAS) is mandatory to pinpoint causal variants. Traditionally, this fine-mapping is completed through increasing the genotyping density at candidate loci, for which imputation is the current standard approach. Although imputation is a useful technique, it has a number of limitations that impede accuracy. In this work, we describe the development of a precise and cost-effective Nanopore sequencing-based pipeline that provides comprehensive and accurate information at candidate loci to identify potential causal single-nucleotide polymorphisms (SNPs). We demonstrate the utility of this technique via the fine-mapping of a GWAS positive hit comprising a synonymous SNP that is associated with doxorubicin-induced cardiotoxicity. In this work, we provide a proof of principle for the application of Nanopore sequencing in post-GWAS fine-mapping and pinpointing of potential causal SNPs with a minimal cost of just ~$10/100 kb/sample.

摘要

对全基因组关联研究(GWAS)发现的感兴趣位点进行精细定位对于确定因果变异至关重要。传统上,这种精细定位是通过提高候选位点的基因分型密度来完成的,目前的标准方法是进行基因型填充。虽然基因型填充是一种有用的技术,但它有许多限制准确性的因素。在这项工作中,我们描述了一种基于纳米孔测序的精确且经济高效的流程的开发,该流程可在候选位点提供全面准确的信息,以识别潜在的因果单核苷酸多态性(SNP)。我们通过对一个GWAS阳性信号进行精细定位来证明该技术的实用性,该阳性信号包含一个与阿霉素诱导的心脏毒性相关的同义SNP。在这项工作中,我们提供了一个原理证明,即纳米孔测序在GWAS后精细定位和以最低成本(约10美元/100 kb/样本)确定潜在因果SNP中的应用。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a0c2/7096756/ccb3f22f72a6/gr4.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a0c2/7096756/f0c5276c8a43/fx1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a0c2/7096756/2a3c66d431d6/gr1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a0c2/7096756/ca3552bbdb86/gr2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a0c2/7096756/abefaa103fdd/gr3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a0c2/7096756/ccb3f22f72a6/gr4.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a0c2/7096756/f0c5276c8a43/fx1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a0c2/7096756/2a3c66d431d6/gr1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a0c2/7096756/ca3552bbdb86/gr2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a0c2/7096756/abefaa103fdd/gr3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a0c2/7096756/ccb3f22f72a6/gr4.jpg

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