应用多元分析法对本地小麦品种叶锈病抗性和产量性状的田间遗传多样性评价

IF 0.7 4区 农林科学 Q3 AGRICULTURE, MULTIDISCIPLINARY
Ghulam Sabar
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引用次数: 0

摘要

褐叶锈病严重影响小麦作物的生产,在世界范围内造成经济损失。在本研究中,对巴基斯坦费萨拉巴德地区133个品种和系的小麦品种进行了评价,以评估自然条件下当地抗叶锈病的多样性和产量属性。为此,在巴基斯坦费萨拉巴德进行了一项随机完全区设计(RCBD)的现场试验。采用方差分析(ANOVA)、相关分析、主成分分析和聚类分析等多变量分析方法评价品种在锈病条件下的反应。26个品种表现出抗性(R)型反应;中度抗性(MR)、中度抗性(MRMS)、中度敏感(MS)和敏感(S)反应分别在47份、16份、16份和28份种质材料中表现出来。方差分析表明,各品种间各性状差异均极显著。Pearson相关系数显示单株籽粒产量与大部分产量属性呈正相关,但与病害严重程度呈负相关。主成分(PC)分析表明,5个主成分特征值为>1,对总变异贡献率为78.4%,其余6个主成分特征值在不同品种间的贡献率为21.6%。聚类分析将133个基因型分为5个不同的聚类。第4个星团的成员与第3个星团的成员差异最大。另一方面,根据D2统计,第1和第2集群的成员具有最大的相似性。散点图显示,所研究的种质资源存在遗传变异,这种多样性可用于小麦种质资源抗病性改良的育种计划。结果表明,地方小麦种质资源在抗叶锈病和产量性状上存在显著差异。本研究明确强调了培育对农民有很大优势的抗病品种的重要性,以防止产量损失
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Field-based assessment of genetic diversity for leaf rust resistance and yield attributes in the locally developed wheat cultivars using multivariate analysis
Brown leaf rust severely affects the production of wheat crop and causes economic losses worldwide. In the present study, evaluation of the locally developed wheat cultivars collection consisting of 133 varieties and lines was done to assess local diversity against leaf rust disease and yield attributes under natural conditions in Faisalabad, Pakistan. For this purpose, a field trial was conducted in Faisalabad, Pakistan under a randomized complete block design (RCBD). Various multivariate analyses were carried out including analysis of variance (ANOVA), correlation analysis, principal component analysis and cluster analysis to assess varietal response under rust diseased conditions. Twenty-six cultivars were shown to have an resistant (R) type response; while moderately resistant (MR),moderately resistant moderately susceptible (MRMS), moderately susceptible (MS) and susceptible (S) responses were demonstrated by 47, 16, 16, and 28 germplasm accessions, respectively. Analysis of variance indicated that, all the verities have highly significant difference for all the characters. The Pearson’s correlation coefficients revealed that grain yield per plant was positively correlated with most yield attributes, but negatively correlated with disease severity. Principal component (PC) analysis indicated that five PCs have an Eigenvalue >1 and contributed 78.4% to the total variability while rest of 6 attributes contributed (21.6%) between wheat cultivars evaluated for different characters. Cluster analysis categorized the 133 genotypes into five different clusters. The members of the 4 th cluster showed maximum divergence from the members of 3 rd clusters. On the other hand, the members of 1 st and 2nd clusters showed the maximum similarities according to D2 statistics. Scatter plot showed that the genetic variation in the studied germplasm accessions and this diversity can be used for breeding programs aimed at improvement of disease resistance in the wheat germplasm. It concludes that there is significant diversity among the locally developed wheat germplasm for both leaf rust resistance and yield attributes. The present study, clearly emphasize the importance of resistant varieties which are great edge to the farmers in order to prevent yield losses
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来源期刊
Pakistan Journal of Agricultural Sciences
Pakistan Journal of Agricultural Sciences AGRICULTURE, MULTIDISCIPLINARY-
CiteScore
1.80
自引率
25.00%
发文量
18
审稿时长
6-12 weeks
期刊介绍: Pakistan Journal of Agricultural Sciences is published in English four times a year. The journal publishes original articles on all aspects of agriculture and allied fields.
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