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星座:一种用于从全基因组序列中对高度多态性药物基因进行快速、自动表型分配的工具。

Constellation: a tool for rapid, automated phenotype assignment of a highly polymorphic pharmacogene, , from whole-genome sequences.

作者信息

Twist Greyson P, Gaedigk Andrea, Miller Neil A, Farrow Emily G, Willig Laurel K, Dinwiddie Darrell L, Petrikin Josh E, Soden Sarah E, Herd Suzanne, Gibson Margaret, Cakici Julie A, Riffel Amanda K, Leeder J Steven, Dinakarpandian Deendayal, Kingsmore Stephen F

机构信息

Center for Pediatric Genomic Medicine, Children's Mercy-Kansas City, Kansas City, MO, USA.

Department of Computer Science and Electrical Engineering, School of Computing and Engineering, University of Missouri-Kansas City, Kansas City, MO, USA.

出版信息

NPJ Genom Med. 2016 Jan 13;1:15007. doi: 10.1038/npjgenmed.2015.7. eCollection 2016.

Abstract

An important component of precision medicine-the use of whole-genome sequencing (WGS) to guide lifelong healthcare-is electronic decision support to inform drug choice and dosing. To achieve this, automated identification of genetic variation in genes involved in drug absorption, distribution, metabolism, excretion and response (ADMER) is required. is a major enzyme for drug bioactivation and elimination. CYP2D6 activity is predominantly governed by genetic variation; however, it is technically arduous to haplotype. Not only is the nucleotide sequence of highly polymorphic, but the locus also features diverse structural variations, including gene deletion, duplication, multiplication events and rearrangements with the nonfunctional, neighbouring and genes. We developed Constellation, a probabilistic scoring system, enabling automated ascertainment of CYP2D6 activity scores from 2×100 paired-end WGS. The consensus reference method included TaqMan genotyping assays, quantitative copy-number variation determination and Sanger sequencing. When compared with the consensus reference Constellation had an analytic sensitivity of 97% (59 of 61 diplotypes) and analytic specificity of 95% (116 of 122 haplotypes). All extreme phenotypes, i.e., poor and ultrarapid metabolisers were accurately identified by Constellation. Constellation is anticipated to be extensible to functional variation in all ADMER genes, and to be performed at marginal incremental financial and computational costs in the setting of diagnostic WGS.

摘要

精准医学的一个重要组成部分——利用全基因组测序(WGS)来指导终身医疗保健——是用于指导药物选择和剂量的电子决策支持。要实现这一点,需要自动识别参与药物吸收、分布、代谢、排泄和反应(ADMER)的基因中的遗传变异。 是药物生物激活和消除的主要酶。CYP2D6活性主要由遗传变异决定;然而,对其进行单倍型分析在技术上很艰巨。不仅 的核苷酸序列具有高度多态性,而且该基因座还具有多种结构变异,包括基因缺失、重复、倍增事件以及与无功能的相邻 和 基因的重排。我们开发了星座系统(Constellation),这是一种概率评分系统,能够根据2×100双端WGS自动确定CYP2D6活性评分。共识参考方法包括TaqMan基因分型检测、定量拷贝数变异测定和桑格测序。与共识参考相比,星座系统的分析灵敏度为97%(61种双倍型中的59种),分析特异性为95%(122种单倍型中的116种)。所有极端表型,即慢代谢者和超快代谢者都被星座系统准确识别。预计星座系统可扩展到所有ADMER基因的功能变异,并可在诊断性WGS的背景下以边际增量财务和计算成本进行。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d72a/5685293/106eef8d8d57/npjgenmed20157-f1.jpg

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