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甘薯 [Ipomoea batatas (L.) Lam.] 育种计划中质量保证和控制的诊断 SNP 标记的开发。

Development of diagnostic SNP markers for quality assurance and control in sweetpotato [Ipomoea batatas (L.) Lam.] breeding programs.

机构信息

International Potato Center (CIP), ILRI Campus, Nairobi, Kenya.

International Potato Center (CIP), Apartado, Lima, Peru.

出版信息

PLoS One. 2020 Apr 24;15(4):e0232173. doi: 10.1371/journal.pone.0232173. eCollection 2020.

Abstract

Quality assurance and control (QA/QC) is an essential element of a breeding program's optimization efforts towards increased genetic gains. Due to auto-hexaploid genome complexity, a low-cost marker platform for routine QA/QC in sweetpotato breeding programs is still unavailable. We used 662 parents of the International Potato Center (CIP)'s global breeding program spanning Peru, Uganda, Mozambique and Ghana, to develop a low-density highly informative single nucleotide polymorphism (SNP) marker set to be deployed for routine QA/QC. Segregation of the selected 30 SNPs (two SNPs per base chromosome) in a recombined breeding population was evaluated using 282 progeny from some of the parents above. The progeny were replicated from in-vitro, screenhouse and field, and the selected SNP-set was confirmed to identify relatively similar mislabeling error rates as a high density SNP-set of 10,159 markers. Six additional trait-specific markers were added to the selected SNP set from previous quantitative trait loci mapping studies. The 36-SNP set will be deployed for QA/QC in breeding pipelines and in fingerprinting of advanced clones or released varieties to monitor genetic gains in famers' fields. The study also enabled evaluation of CIP's global breeding population structure and the effect of some of the most devastating stresses like sweetpotato virus disease on genetic variation management. These results will inform future deployment of genomic selection in sweetpotato.

摘要

质量保证和控制(QA/QC)是优化繁殖计划以增加遗传增益的重要组成部分。由于自动六倍体基因组的复杂性,甜薯繁殖计划中仍然缺乏用于常规 QA/QC 的低成本标记平台。我们利用来自国际马铃薯中心(CIP)全球繁殖计划的 662 个亲本,跨越秘鲁、乌干达、莫桑比克和加纳,开发了一套低密度、高信息量的单核苷酸多态性(SNP)标记集,用于常规 QA/QC。在重组繁殖群体中评估了 30 个选定 SNP(每个碱基染色体两个 SNP)的分离情况,这些 SNP 来自上述一些亲本的 282 个后代。后代来自离体、温室和田间进行复制,所选 SNP 集被证实可识别相对相似的错误标记率,与 10,159 个标记的高密度 SNP 集相似。从之前的数量性状位点映射研究中,向选定的 SNP 集添加了另外 6 个性状特异性标记。该 36-SNP 集将用于繁殖管道中的 QA/QC,以及对高级克隆或已发布品种进行指纹识别,以监测农民田间的遗传增益。该研究还能够评估 CIP 的全球繁殖群体结构以及一些最具破坏性的压力(如甘薯病毒病)对遗传变异管理的影响。这些结果将为甘薯中的基因组选择的未来部署提供信息。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c278/7182229/68e98b62e8e2/pone.0232173.g001.jpg

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