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埃塞俄比亚苋属基因型产量及产量相关性状的多变量分析。

Multivariate analysis for yield and yield-related traits of amaranth genotypes from Ethiopia.

作者信息

Yeshitila Mekonnen, Gedebo Andargachew, Tesfaye Bizuayehu, Demissie Hewan, Olango Temesgen Magule

机构信息

Dilla College of Education, P. O. Box 334, Dilla, Ethiopia.

Schools of Plant and Horticultural Sciences, Hawassa University, Hawassa, Ethiopia.

出版信息

Heliyon. 2023 Jul 13;9(7):e18207. doi: 10.1016/j.heliyon.2023.e18207. eCollection 2023 Jul.

Abstract

The genus Amaranthus is one of the few dicotyledonous, non-grass mesophytes that use specialized C4 annuals or short-lived perennials to produce significant amounts of edible small-seeded pseudo cereals. In this study, we characterized the genetic diversity of 120 genotypes of amaranths collected from diverse amaranth-growing regions of Ethiopia using multivariate analysis of yield and yield-related traits. The experiments were carried out at Hawassa University, in the years 2020 and 2021. The experimental design was set up using an alpha lattice design and replicated two times. The collected data were examined for 24 descriptors. Principal component analysis showed that the first six principal components with eigenvalues greater than one contributed 80.41% of the variability. However, the first two principal components explained 52.42% of the total variation. The highest contributing traits in the first component were days to flowering, basal stem diameter, plant height at flowering, plant height at maturity, auxiliary inflorescence length, number of branches, terminal inflorescence lateral length, days to maturity, terminal inflorescence stalk length, leaf number, leaf length, top lateral branch length. The traits with the greatest weight on the second component were leaf area, basal lateral branch length, leaf length, and leaf width, grain filling period, grain sinking filling rate, and grain yield. Therefore, selection based on these traits would be effective for yield improvement in amaranth genotypes. Additionally, the hierarchical clustering grouped all the genotypes into five clusters. The pairwise generalized squared distance (D) among the five clusters based on Mahalanobis's D statistics revealed the maximum and highly significant genetic distance was observed between II and III (277.79), while the minimum inter-cluster distance observed between clusters I and II (39.50). The findings suggest that amaranth genotypes in Ethiopia have a lot of genetic variation, which might be used for future breeding and ought to be conserved.

摘要

苋属是少数几种双子叶非禾本科中生植物之一,它利用特殊的C4一年生植物或短命多年生植物来生产大量可食用的小种子假谷物。在本研究中,我们使用产量及产量相关性状的多变量分析,对从埃塞俄比亚不同苋菜种植地区收集的120个苋菜基因型的遗传多样性进行了表征。实验于2020年和2021年在哈瓦萨大学进行。实验设计采用α格子设计,并重复两次。对收集到的24个描述符的数据进行了检验。主成分分析表明,特征值大于1的前六个主成分贡献了80.41%的变异性。然而,前两个主成分解释了总变异的52.42%。第一个成分中贡献最大的性状是开花天数、基部茎直径、开花时株高、成熟时株高、腋生花序长度、分枝数、顶生花序侧长、成熟天数、顶生花序柄长、叶片数、叶长、顶侧枝长度。对第二个成分影响最大的性状是叶面积、基部侧枝长度、叶长、叶宽、灌浆期、籽粒下沉灌浆速率和籽粒产量。因此,基于这些性状进行选择将有效地提高苋菜基因型的产量。此外,层次聚类将所有基因型分为五个聚类。基于马氏距离统计量的五个聚类之间的成对广义平方距离(D)显示,聚类II和III之间观察到最大且极显著的遗传距离(277.79),而聚类I和II之间观察到最小的类间距离(39.50)。研究结果表明,埃塞俄比亚的苋菜基因型具有大量遗传变异,这些变异可用于未来的育种,应该加以保存。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5595/10368846/c7f35c9227eb/gr1.jpg

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