Trapping the genetic variation for yield and yield related attributes in bread wheat under water deficit stress

IF 1.6 3区 农林科学 Q2 AGRONOMY Euphytica Pub Date : 2024-04-22 DOI:10.1007/s10681-024-03332-3
Hafiz Ghulam Muhu-Din Ahmed, Muhammad Naeem, Yawen Zeng, Aziz Ullah, Ghulam Sabir Hussain, Muhammad Irfan Akram, Amjad Saeed, Noor Fatima, Ibtasam Moeez, Hayssam M. Ali, Nagy S. Radwan, Sezai Ercisli, Gulce Ilhan, Adnan Noor Shah
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Abstract

The yield and production of several crops, including wheat (Triticum aestivum L.), which is the most significant crop in the world, have been significantly affected by drought occurrences in various parts of the world. By Using the randomized complete block design, which is based on three replications, a set of 100 wheat accessions were examined under normal and drought stress condition. The analysis of variance revealed that the genotypes significantly varied in all of the qualities in both condition under normal and drought stress, which demonstrating the wide range of genotypes that can be used in breeding strategies for improvement. The study revealed significant differences among genotypes under both normal and drought conditions, highlighting the varying responses to stress. According to the results of the correlation study, in normal conditions, the grain yield per plant exhibits a significant and favorable link with every trait that was studied. Under drought conditions, grain yield per plant has a negative association with plant height, which has an impact on grain production and results in a significant decrease in the wheat crop’s output. The genotypes G27, G28, G71, G72, and G89 performed best under drought conditions and were termed drought resistant genotypes, according to the mean variability, whereas the genotypes G50, G53, G54, G80, and G88 performed poorly and were considered as drought sensitive. Highest broad-sense heritability (84–96%) and genetic advance exceeded 20% that emphasized the role of genetic factors in influencing studied traits which exhibited significant potential for improvement through selective breeding, particularly in drought-stress. Results obtained from principal component analysis, only 4 PCs showed the significant variability due to having eigenvalues > 1. These 4 PCs cumulatively accounted for 66.1% and 63.8% of the total variability under normal and drought conditions. Eigenvalues, proportions, and cumulative values of principal components were analyzed, indicating that the first few principal components captured the majority of the variance in the dataset. Loading factor analysis further revealed the correlation between original variables and principal components, aiding in understanding the contribution of each trait to overall variance. The identification of drought-tolerant genotypes and the delineation of trait relationships provide crucial information for future breeding endeavors, aiming at enhancing wheat resilience and ensuring sustainable wheat production in the face of environmental challenges. This study will also enhance the understanding of genetic basis of wheat traits and their responses to drought stress.

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追踪缺水胁迫下面包小麦产量及产量相关属性的遗传变异
世界上最重要的农作物小麦(Triticum aestivum L.)等几种作物的产量和生产受到世界各地干旱的严重影响。通过采用基于三次重复的随机完全区组设计,对正常和干旱胁迫条件下的 100 个小麦品种进行了研究。方差分析显示,在正常和干旱胁迫条件下,基因型在所有品质上都存在显著差异,这表明有多种基因型可用于育种改良策略。研究显示,在正常和干旱条件下,不同基因型之间存在明显差异,这突出表明了不同基因型对胁迫的不同反应。根据相关性研究的结果,在正常条件下,单株谷物产量与所研究的每个性状都有显著的有利联系。在干旱条件下,单株谷物产量与株高呈负相关,对谷物产量产生影响,导致小麦作物产量显著下降。根据平均变异性,基因型 G27、G28、G71、G72 和 G89 在干旱条件下表现最好,被称为抗旱基因型,而基因型 G50、G53、G54、G80 和 G88 表现较差,被认为是对干旱敏感的基因型。广义遗传率最高(84-96%),遗传进展超过 20%,强调了遗传因素在影响所研究性状中的作用,这些性状具有通过选择性育种进行改良的巨大潜力,尤其是在干旱胁迫下。主成分分析结果表明,只有 4 个 PC 因特征值为 1 而具有显著的变异性。这 4 个 PC 分别占正常和干旱条件下总变异的 66.1%和 63.8%。主成分的特征值、比例和累积值分析表明,前几个主成分捕获了数据集中的大部分变异。加载因子分析进一步揭示了原始变量与主成分之间的相关性,有助于了解每个性状对总体变异的贡献。耐旱基因型的鉴定和性状关系的划分为未来的育种工作提供了重要信息,旨在提高小麦的抗逆性,确保小麦在面临环境挑战时的可持续生产。这项研究还将加深人们对小麦性状的遗传基础及其对干旱胁迫反应的理解。
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来源期刊
Euphytica
Euphytica 农林科学-农艺学
CiteScore
3.80
自引率
5.30%
发文量
157
审稿时长
4.5 months
期刊介绍: Euphytica is an international journal on theoretical and applied aspects of plant breeding. It publishes critical reviews and papers on the results of original research related to plant breeding. The integration of modern and traditional plant breeding is a growing field of research using transgenic crop plants and/or marker assisted breeding in combination with traditional breeding tools. The content should cover the interests of researchers directly or indirectly involved in plant breeding, at universities, breeding institutes, seed industries, plant biotech companies and industries using plant raw materials, and promote stability, adaptability and sustainability in agriculture and agro-industries.
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