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表型多样性在定性和定量性状选择高产潜力野豌豆基因型方面的作用。

Phenotypic diversity in qualitative and quantitative traits for selection of high yield potential field pea genotypes.

机构信息

Pulses Research Centre, Bangladesh Agricultural Research Institute, Ishurdi, Pabna, 6620, Bangladesh.

Department of Genetics and Plant Breeding, Faculty of Agriculture, Bangabandhu Sheikh Mujibur Rahman Agricultural University, Gazipur, 1706, Bangladesh.

出版信息

Sci Rep. 2024 Aug 9;14(1):18561. doi: 10.1038/s41598-024-69448-7.

Abstract

Field pea (Pisum sativum L.) needs improvement to increase productivity due to its high price and demand. However, the incidence of powdery mildew (PM) disease limits its production. This study aimed to analyze the diversity of qualitative and quantitative traits against powdery mildew resistance by utilizing cluster and principal component analysis to explore PM resistance high-yield potential field peas. Shannon-Weaver's diversity index (H') displayed high intra-genotype diversity for quantitative and qualitative aspects. Heterogeneity was identified for resistance against powdery mildew infections. Eighty-five genotypes were divided into five groups using Mohalanobis generalized distance (D) statistics. The highest inter-cluster D value was observed between clusters 2 and 3 (11.89) while the lowest value was found between clusters 3 and 4 (2.06). Most of the genotypes had noticeable differences, so these could be employed in a crossing scheme. Twelve genotypes were extremely resistant, 29 genotypes were resistant, 25 genotypes were moderately resistant, 18 genotypes were fairly susceptible, and 1 genotype was susceptible to powdery mildew disease. Among 29 resistant genotypes, BFP77, BFP74, BFP63, BFP62, BFP43, and BFP80 were high yielders and, could be used directly and/or transferred through hybridization to high-yielding disease-susceptible genotypes. Among the 25 moderately resistant genotypes, BFP78, BFP45, BFP79, and BFP48 were found to be high yielders. In principal component analysis (PCA), the first four PCs with Eigen values > 1 accounted for 88.4% variability for quantitative traits. Clustering sorted genotypes into five groups, where groups 1 to 5 assembled 37, 28, 1, 8, and 11 genotypes, respectively. Genotypes of cluster 4 were identified as high yielders with its attributes. Pearson correlation significantly and positively correlated across all traits except for PM. This variation suggested that there is a mechanism to select promising genotypes for field pea breeding. Considering all features, BFP78, BFP77, BFP74, BFP63, BFP62, BFP45, BFP79, and BFP80 could be preferred as high yielders and PM resistance owing to longer pod lengths, seeds per pod and pods per plant.

摘要

由于价格高、需求大,食用型豌豆(Pisum sativum L.)的产量亟待提高。然而,白粉病的发病率限制了其产量。本研究旨在通过聚类和主成分分析来分析对白粉病抗性的定性和定量性状的多样性,以探索白粉病抗性高产品种豌豆。香农-威纳多样性指数(H')显示出定量和定性方面的高基因型内多样性。对白粉病感染的抗性存在异质性。利用莫拉诺博伊斯广义距离(D)统计数据将 85 个基因型分为 5 组。聚类 2 和聚类 3 之间的最大聚类间 D 值为 11.89,聚类 3 和聚类 4 之间的最小 D 值为 2.06。大多数基因型之间存在明显差异,因此这些差异可以用于杂交方案。12 个基因型对白粉病表现出极高的抗性,29 个基因型表现出抗性,25 个基因型表现出中度抗性,18 个基因型表现出轻度抗性,1 个基因型对白粉病表现出易感性。在 29 个抗性基因型中,BFP77、BFP74、BFP63、BFP62、BFP43 和 BFP80 是高产品种,可以直接使用,也可以通过杂交转移到对疾病敏感的高产品种上。在 25 个中度抗性基因型中,BFP78、BFP45、BFP79 和 BFP48 表现出高产。在主成分分析(PCA)中,特征值大于 1 的前四个 PC 占定量性状变异性的 88.4%。聚类将基因型分为五组,第 1 组至第 5 组分别包含 37、28、1、8 和 11 个基因型。第 4 组的基因型被鉴定为高产品种,具有其属性。除了白粉病外,所有性状之间的皮尔逊相关性均为显著正相关。这种变化表明,有一种机制可以选择有前途的基因型用于豌豆育种。考虑到所有特征,BFP78、BFP77、BFP74、BFP63、BFP62、BFP45、BFP79 和 BFP80 可以因其更长的荚长、每荚种子数和每株荚数而被优先选为高产和白粉病抗性品种。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fa34/11316029/6cd339382b9c/41598_2024_69448_Fig1a_HTML.jpg

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