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整合靶向遗传标记与测序基因分型,以获得最终的基因分型工具。

Integrating targeted genetic markers to genotyping-by-sequencing for an ultimate genotyping tool.

机构信息

Département de Phytologie, Université Laval, Québec, Canada.

Institut de Biologie Intégrative Et Des Systèmes (IBIS), Université Laval, Québec, Canada.

出版信息

Theor Appl Genet. 2024 Oct 4;137(10):247. doi: 10.1007/s00122-024-04750-6.

Abstract

New selection methods, using trait-specific markers (marker-assisted selection (MAS)) and/or genome-wide markers (genomic selection (GS)), are becoming increasingly widespread in breeding programs. This new era requires innovative and cost-efficient solutions for genotyping. Reduction in sequencing cost has enhanced the use of high-throughput low-cost genotyping methods such as genotyping-by-sequencing (GBS) for genome-wide single-nucleotide polymorphism (SNP) profiling in large breeding populations. However, the major weakness of GBS methodologies is their inability to genotype targeted markers. Conversely, targeted methods, such as amplicon sequencing (AmpSeq), often face cost constraints, hindering genome-wide genotyping across a large cohort. Although GBS and AmpSeq data can be generated from the same sample, an efficient method to achieve this is lacking. In this study, we present the Genome-wide & Targeted Amplicon (GTA) genotyping platform, an innovative way to integrate multiplex targeted amplicons into the GBS library preparation to provide an all-in-one cost-effective genotyping solution to breeders and research communities. Custom primers were designed to target 23 and 36 high-value markers associated with key agronomical traits in soybean and barley, respectively. The resulting multiplex amplicons were compatible with the GBS library preparation enabling both GBS and targeted genotyping data to be produced efficiently and cost-effectively. To facilitate data analysis, we have introduced Fast-GBS.v3, a user-friendly bioinformatic pipeline that generates comprehensive outputs from data obtained following sequencing of GTA libraries. This high-throughput low-cost approach will greatly facilitate the application of DNA markers as it provides required markers for both MAS and GS in a single assay.

摘要

新的选择方法,使用性状特异性标记(标记辅助选择(MAS))和/或全基因组标记(基因组选择(GS)),在育种计划中越来越普遍。这个新时代需要创新和具有成本效益的基因分型解决方案。测序成本的降低增强了高通量低成本基因分型方法的使用,例如在大型育种群体中进行全基因组单核苷酸多态性(SNP)分析的基因分型测序(GBS)。然而,GBS 方法的主要弱点是它们无法对目标标记进行基因分型。相反,靶向方法,如扩增子测序(AmpSeq),通常面临成本限制,阻碍了在大型队列中进行全基因组基因分型。虽然 GBS 和 AmpSeq 数据可以从同一个样本中产生,但缺乏一种有效的方法来实现这一点。在这项研究中,我们提出了全基因组和靶向扩增子(GTA)基因分型平台,这是一种将多重靶向扩增子整合到 GBS 文库制备中的创新方法,为育种者和研究社区提供了一种经济高效的全基因组基因分型解决方案。设计了定制引物来靶向与大豆和大麦的关键农艺性状相关的 23 个和 36 个高价值标记。所得的多重扩增子与 GBS 文库制备兼容,能够高效且经济有效地产生 GBS 和靶向基因分型数据。为了便于数据分析,我们引入了 Fast-GBS.v3,这是一个用户友好的生物信息学管道,可从 GTA 文库测序后获得的数据生成全面的输出。这种高通量低成本的方法将极大地促进 DNA 标记的应用,因为它在单个检测中提供了 MAS 和 GS 所需的标记。

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