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StarPhase:用于长读长测序数据的综合相位感知药物基因组双倍型分型工具

StarPhase: Comprehensive Phase-Aware Pharmacogenomic Diplotyper for Long-Read Sequencing Data.

作者信息

Holt James M, Harting John, Chen Xiao, Baker Daniel, Saunders Christopher T, Kronenberg Zev, Gonzaludo Nina, Yoo Byunggil, Hudjashov Georgi, Jõeloo Maarja, Lawlor James M J, Lim Weng Khong, Jamuar Saumya S, Cooper Gregory M, Milani Lili, Pastinen Tomi, Eberle Michael A

机构信息

PacBio, 1305 O'Brien Drive, Menlo Park, CA 94025, USA.

Children's Mercy Kansas City, 2401 Gillham Road, Kansas City, MO 64108, USA.

出版信息

bioRxiv. 2024 Dec 11:2024.12.10.627527. doi: 10.1101/2024.12.10.627527.

DOI:10.1101/2024.12.10.627527
PMID:39713404
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11661245/
Abstract

Pharmacogenomics is central to precision medicine, informing medication safety and efficacy. Pharmacogenomic diplotyping of complex genes requires full-length DNA sequences and detection of structural rearrangements. We introduce StarPhase, a tool that leverages PacBio HiFi sequence data to diplotype 21 CPIC Level A pharmacogenes and provides detailed haplotypes and supporting visualizations for , , and . StarPhase diplotypes have high concordance with benchmarks where 99.5% are either exact matches or minor discrepancies. Manual inspection of the 0.5% mismatches indicates they were correctly called by StarPhase. With StarPhase, we update or correct 26.2% of GeT-RM pharmacogenomic diplotypes. Population distributions from StarPhase mostly reflect those of the All of Us cohort, while also highlighting gaps in existing pharmacogenomic databases that long-read sequencing can fill. With a single HiFi whole genome sequencing assay, StarPhase enables robust PGx diplotyping even as additional pharmacogenes and haplotypes are discovered.

摘要

药物基因组学是精准医学的核心,为药物安全性和有效性提供依据。对复杂基因进行药物基因组双倍型分析需要全长DNA序列并检测结构重排。我们引入了StarPhase工具,该工具利用PacBio HiFi序列数据对21个临床药物基因组学实施联盟(CPIC)A级药物基因进行双倍型分析,并为[此处原文缺失具体基因名称]提供详细的单倍型和支持性可视化结果。StarPhase双倍型与基准高度一致,其中99.5%要么是完全匹配,要么是微小差异。对0.5%的不匹配进行人工检查表明,它们被StarPhase正确识别。使用StarPhase,我们更新或纠正了26.2%的GeT-RM药物基因组双倍型。StarPhase的群体分布大多反映了“我们所有人”队列的分布情况,同时也凸显了现有药物基因组数据库中长读长测序可以填补的空白。通过单次HiFi全基因组测序分析,即使发现了更多的药物基因和单倍型,StarPhase也能实现可靠的药物基因组学双倍型分析。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/81c0/11661245/57d46cd8e1ce/nihpp-2024.12.10.627527v1-f0006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/81c0/11661245/5d62aefb3047/nihpp-2024.12.10.627527v1-f0001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/81c0/11661245/f0c3c80c1c7c/nihpp-2024.12.10.627527v1-f0002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/81c0/11661245/9bd364ceb783/nihpp-2024.12.10.627527v1-f0003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/81c0/11661245/95ddf7fce130/nihpp-2024.12.10.627527v1-f0004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/81c0/11661245/4d8c4a07cf16/nihpp-2024.12.10.627527v1-f0005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/81c0/11661245/57d46cd8e1ce/nihpp-2024.12.10.627527v1-f0006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/81c0/11661245/5d62aefb3047/nihpp-2024.12.10.627527v1-f0001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/81c0/11661245/f0c3c80c1c7c/nihpp-2024.12.10.627527v1-f0002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/81c0/11661245/9bd364ceb783/nihpp-2024.12.10.627527v1-f0003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/81c0/11661245/95ddf7fce130/nihpp-2024.12.10.627527v1-f0004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/81c0/11661245/4d8c4a07cf16/nihpp-2024.12.10.627527v1-f0005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/81c0/11661245/57d46cd8e1ce/nihpp-2024.12.10.627527v1-f0006.jpg

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Long-read genome sequencing and variant reanalysis increase diagnostic yield in neurodevelopmental disorders.长读基因组测序和变异重新分析提高了神经发育障碍的诊断产量。
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DPYD Genotyping Recommendations: A Joint Consensus Recommendation of the Association for Molecular Pathology, American College of Medical Genetics and Genomics, Clinical Pharmacogenetics Implementation Consortium, College of American Pathologists, Dutch Pharmacogenetics Working Group of the Royal Dutch Pharmacists Association, European Society for Pharmacogenomics and Personalized Therapy, Pharmacogenomics Knowledgebase, and Pharmacogene Variation Consortium.DPYD基因分型建议:分子病理学协会、美国医学遗传学与基因组学学会、临床药物基因组学实施联盟、美国病理学家学会、荷兰皇家药剂师协会荷兰药物基因组学工作组、欧洲药物基因组学与个性化治疗学会、药物基因组学知识库以及药物基因变异联盟的联合共识建议
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