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Development of a RAD-Seq Based DNA Polymorphism Identification Software, AgroMarker Finder, and Its Application in Rice Marker-Assisted Breeding

机译:基于RAD-Seq的DNA多态性鉴定软件,AgroMarker Finder的开发及其在水稻标记辅助育种中的应用

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摘要

AbstractRapid and accurate genome-wide marker detection is essential to the marker-assisted breeding and functional genomics studies. In this work, we developed an integrated software, AgroMarker Finder (AMF: http://erp.novelbio.com/AMF), for providing graphical user interface (GUI) to facilitate the recently developed restriction-site associated DNA (RAD) sequencing data analysis in rice. By application of AMF, a total of 90,743 high-quality markers (82,878 SNPs and 7,865 InDels) were detected between rice varieties JP69 and Jiaoyuan5A. The density of the identified markers is 0.2 per Kb for SNP markers, and 0.02 per Kb for InDel markers. Sequencing validation revealed that the accuracy of genome-wide marker detection by AMF is 93%. In addition, a validated subset of 82 SNPs and 31 InDels were found to be closely linked to 117 important agronomic trait genes, providing a basis for subsequent marker-assisted selection (MAS) and variety identification. Furthermore, we selected 12 markers from 31 validated InDel markers to identify seed authenticity of variety Jiaoyuanyou69, and we also identified 10 markers closely linked to the fragrant gene BADH2 to minimize linkage drag for Wuxiang075 (BADH2 donor)/Jiachang1 recombinants selection. Therefore, this software provides an efficient approach for marker identification from RAD-seq data, and it would be a valuable tool for plant MAS and variety protection.
机译:摘要快速准确的全基因组标记检测对于标记辅助育种和功能基因组学研究至关重要。在这项工作中,我们开发了一个集成软件AgroMarker Finder(AMF:http://erp.novelbio.com/AMF),用于提供图形用户界面(GUI)来促进最近开发的限制性位点相关DNA(RAD)测序水稻中的数据分析。通过应用AMF,在JP69和Jiaoyuan5A水稻品种中共检测到90,743个高质量标记(82,878个SNP和7,865个InDels)。对于SNP标记,已识别标记的密度为每Kb 0.2,对于InDel标记,密度为每Kb 0.02。测序验证显示,AMF检测全基因组标记的准确性为93%。此外,还发现一个经过验证的82个SNP和31个InDel子集与117个重要的农艺性状基因紧密相关,为随后的标记辅助选择(MAS)和品种鉴定提供了基础。此外,我们从31个经过验证的InDel标记中选择了12个标记,以鉴定变种椒源优69的种子真实性,我们还鉴定了10个与芳香基因BADH2紧密相连的标记,以最小化Wuxiang075(BADH2供体)/ Jiachang1重组体选择的连锁阻力。因此,该软件为从RAD-seq数据中识别标记提供了一种有效的方法,它将是用于植物MAS和品种保护的有价值的工具。

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