Genetic diversity of sugarcane ( Saccharum spp.) genotypes based on agro-morphological and biochemical traits

IF 1.7 4区 农林科学 Q2 AGRICULTURE, MULTIDISCIPLINARY
Belay Tolera, Andargachew Gedebo, Esayas Tena
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Abstract

Knowledge of genetic diversity is essential for the effective planning of breeding experiments and successful development of an improved variety. Therefore, this study was aimed at assessing the genetic diversity of 196 sugarcane genotypes. The experiment was conducted in a parietal-balanced lattice design with two replications. Data on 13 agromorphological and five biochemical traits were collected and analyzed using both univariate and multivariate statistical methods. Cluster analysis grouped the entire sugarcane genotypes into five, two, and six distinct clusters, respectively, based on agro-morphological, and biochemical traits, and their combinations. The highest intercluster distances were found in clusters three and five from a study of agro-morphological traits and clusters four and five from a combination of agro-morphological, and biochemical traits. The highest intercluster distance values indicate the presence of substantial genetic variability between the genotypes of the pairing clusters, due to highly contrasting and complementing traits as demonstrated by cluster mean analysis, notably for cane and sugar yields. This suggests that cultivars with greater cane and sugar yields can be created by hybridization between the genotypes of the two divergent clusters. Cluster mean analysis based on agro-morphological and biochemical traits revealed that Cluster One genotypes have the highest average sugar yield, suggesting that these genotypes are ideal for selection and hybridization to enhance this particular trait. Generally, the evaluated genotypes have potential diversity in their agro-morphological and biochemical traits, which could be exploited. Additionally, a study of the molecular genetic diversity of these genotypes is required to complement the results of this study.
基于农业形态和生化性状的甘蔗基因型遗传多样性研究
遗传多样性知识对于育种试验的有效规划和改良品种的成功开发是必不可少的。因此,本研究旨在评估196个甘蔗基因型的遗传多样性。实验采用顶板平衡晶格设计,重复2次。采用单因素和多因素统计方法对13项农艺性状和5项生化性状进行分析。聚类分析根据甘蔗的形态性状和生化性状及其组合,将甘蔗基因型分为5个、2个和6个不同的聚类。在农业形态性状研究中,聚类3和聚类5的簇间距离最大;在农业形态性状和生物化学性状综合研究中,聚类4和聚类5的簇间距离最大。聚类平均分析表明,由于性状的高度对比和互补,特别是甘蔗和糖的产量,最大的簇间距离值表明配对簇的基因型之间存在大量的遗传变异。这表明可以通过两个不同簇的基因型杂交创造出甘蔗和糖产量更高的品种。基于农业形态和生化性状的聚类平均分析表明,聚类1基因型的平均糖产量最高,表明这些基因型是提高该性状的理想选择和杂交品种。总的来说,被评价的基因型在农业形态和生化性状上具有潜在的多样性,值得开发利用。此外,需要对这些基因型的分子遗传多样性进行研究,以补充本研究的结果。
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来源期刊
Cogent Food & Agriculture
Cogent Food & Agriculture AGRICULTURE, MULTIDISCIPLINARY-
CiteScore
3.30
自引率
5.00%
发文量
79
审稿时长
11 weeks
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