作物学报2024,Vol.50Issue(4) :887-896.DOI:10.3724/SP.J.1006.2024.31044

基于SNP标记的小麦品种遗传相似度及其检测准确度分析

Genetic similarity and its detection accuracy analysis of wheat varieties based on SNP markers

许乃银 金石桥 晋芳 刘丽华 徐剑文 刘丰泽 任雪贞 孙全 许栩 庞斌双
作物学报2024,Vol.50Issue(4) :887-896.DOI:10.3724/SP.J.1006.2024.31044

基于SNP标记的小麦品种遗传相似度及其检测准确度分析

Genetic similarity and its detection accuracy analysis of wheat varieties based on SNP markers

许乃银 1金石桥 2晋芳 2刘丽华 3徐剑文 1刘丰泽 2任雪贞 2孙全 2许栩 1庞斌双3
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作者信息

  • 1. 江苏省农业科学院经济作物研究所,江苏南京 210014
  • 2. 全国农业技术推广服务中心,北京 100125
  • 3. 北京市农林科学院杂交小麦研究所,北京 100097
  • 折叠

摘要

遗传相似度检测的准确度估计是对SNP标记法在农作物品种检测体系中应用的必要补充和完善.本研究基于 2021 年小麦品种SNP标记法跨实验室协同验证实验数据,分析了该方法的检测准确度及在品种间的遗传相似度.分析结果表明:(1)10 个实验室对 55 组小麦品种组合的标记位点相似度检测的总体准确度约为 98%.(2)GGE双标图的品种遗传关系功能图显示,7 组小麦品种的组内遗传相似度在 95%以上,其余组合的遗传相似度较低.(3)依据GGE双标图的"正确度-精确度"功能图和"准确度排序"功能图,发现洛旱 7 号/洛旱 11 等品种组合的相似度检测准确度较高,晋麦 47/临抗 11 的检测准确度一般,而济麦 22/婴泊 700 的检测准确度较差.(4)10 个实验室的检测准确度存在显著差异,其中 2 个实验室检测的正确度、精确度和准确度表现显著差于其余实验室.(5)各实验室检测正确度的容许误差分布于 1.3%~1.9%之间,平均为 1.5%;准确度的容许误差分布于 1.5%~2.0%之间,平均为 1.7%.其中,Lab2 和Lab3 的检测正确度和准确度的容许误差显著差于其余实验室.本研究构建了SNP标记法对品种相似性检测的准确度统计模型,分析了品种组合和实验室的检测准确度及其容许误差,采用GGE双标图方法对检测正确度、精确度和准确度进行可视化分析,验证了各实验室对品种位点相似性检测的准确度和可靠性,为 SNP 标记法在农作物品种遗传相似性检测中的准确度评价提供了理论支持和应用范例.

Abstract

The accuracy estimation of genetic similarity detection of crop varieties is an indispensable supplement and improve-ment to the application of SNP marker method in crop variety detection technology system.In this study,based on the cross-laboratory collaborative validation test data using SNP molecular marker method in 2021,the genetic similarity among wheat varieties and the accuracy of SNP molecular marker method in variety similarity detection were analyzed.The results showed as follows:(1)The overall accuracy of marker locus similarity detection among 55 wheat variety combinations by 10 laboratories was approximately 98%.(2)The genetic relationship between varieties view of GGE biplot delineated the genetic relationship between varieties.The genetic similarity between seven combinations of wheat varieties was over 95%,and the genetic similarity of other combinations was relatively lower.(3)The"trueness-precision"view and"accuracy ranking"view of GGE biplot identified that the similarity detection accuracy of the variety combination Jinmai 47/Linkang 11 was on average,Jimai 22/Yingbo 700 was relatively lower,while Luohan 7/Luohan 11 and other variety combinations were relatively high.(4)Signifi-cant differences were existed in detection accuracy among the 10 laboratories,and the performances in detection trueness,preci-sion and accuracy of two laboratories were significantly worse than those of other laboratories.(5)The tolerance error of the trueness of each laboratory ranged from 1.3%to 1.9%,with an average of 1.5%.The tolerance error of accuracy was distributed between 1.5%and 2.0%,with an average of 1.7%.Among them,the tolerance errors of the detection trueness and accuracy of Lab2 and Lab3 were significantly worse than those of the other laboratories.In this study,the detection accuracy statistical model of SNP marker method in detecting crop variety similarity was constructed to analyze the detection accuracy and the correspond-ing tolerance error of variety combination in different laboratories,and the GGE biplot techniques were adopted to visualize the detection trueness,precision,and accuracy,so as to verify the accuracy and reliability of the detection method for variety locus similarity in each laboratory.Therefore,the findings in this study could provide the theoretical support and application examples for the accuracy evaluation of SNP marker detection technique system for genetic similarity among crop varieties.

关键词

小麦(Triticum/aestivum/L.)/GGE双标图/SNP标记/遗传相似度/位点相似度/准确度

Key words

wheat(Triticum aestivum L.)/GGE biplot/SNP marker/genetic similarity/locus similarity/accuracy

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基金项目

国家科技创新重大项目(2022ZD04019)

出版年

2024
作物学报
中国作物学会 中国农业科学院作物科学研究所

作物学报

CSTPCDCSCD北大核心
影响因子:1.803
ISSN:0496-3490
参考文献量26
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