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Assessment of genetic diversity of cotton genotypes for various economic traits against cotton leaf curl disease (CLCuD)

机译:棉花基因型遗传多样性对棉花叶片卷曲病(CLCuD)各种经济性状的评估

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In Pakistan, cotton crop has been under enormous threat of cotton leaf curl disease (CLCuD) over the last four decades. In order to estimate genetic diversity in cotton germplasm CLCuD resistance, we assessed 100 cotton genotypes for their CLCuD resistance/tolerance and other related agronomical traits. Various statistical analytical tools, including correlation analysis, cluster analysis, and principal component analysis (PCA), were used to select the best genotypes. These genotypes can be used in future breeding programs to generate CLCuD resistant varieties. The same set of procedures could be utilized for other diseases in other crops. CLCuD incidence showed a significant negative genotypic correlation with yield-contributing traits followed by a significant negative association for phenotypic correlation. The seed cotton yield showed significant positive genotypic and phenotypic correlations with plant height, number of bolls per plant, and boll weight. From the PCA we identified five principal components (PCs) that explained a significant amount of the variance among the variables, which may be used for selection of cotton genotypes with CLCuD resistance. Of the five PCs, the first four contributed more towards the total variability and had eigenvalues greater than one. The cluster analysis showed that the genotypes in one of the clusters performed particularly well with respect to CLCuD tolerance. These genotypes can be utilized for development of varieties with increased CLCuD tolerance.
机译:在巴基斯坦,过去四十年来,棉花作物一直受到棉花卷叶病(CLCuD)的巨大威胁。为了估计棉花种质对CLCuD的抗性的遗传多样性,我们评估了100个基因型的棉花对CLCuD的抗性/耐性和其他相关农艺性状。使用各种统计分析工具,包括相关分析,聚类分析和主成分分析(PCA),来选择最佳基因型。这些基因型可用于将来的育种计划中,以产生抗CLCuD的品种。可以将同一套程序用于其他农作物中的其他疾病。 CLCuD发生率与产量贡献型性状表现出显着的负基因型相关性,然后与表型相关性显着负相关性。籽棉产量与植株高度,单株棉铃数和棉铃重呈显着正相关。从PCA中,我们确定了五个主要成分(PC),它们解释了变量之间的显着差异,可用于选择具有CLCuD抗性的棉花基因型。在五台PC中,前四台对总变异性的贡献更大,特征值大于一。聚类分析表明,就CLCuD耐受性而言,一个聚类中的基因型表现特别好。这些基因型可用于开发具有更高的CLCuD耐受性的品种。

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