豇豆的遗传变异、基因型与环境的相互作用以及耐旱指数之间的相关性

A. Ajayi
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摘要

耐旱指数是选择耐旱性更强的豇豆基因型的重要指标。然而,人们对基因型(G)×环境(E)交互作用(I)的变异性及其对这些抗旱指数的影响了解有限。因此,本研究的目的是评估豇豆的遗传变异程度以及基因型×环境互作(GEI)对耐旱性指数的影响。实验在筛房中受控条件下进行了两季。结果表明,种子产量和所有抗旱指数都受到基因型、环境和基因工程指数的显著影响。综合这两年的数据,非胁迫条件下的产量从 G2 的 10.47 克到 G7 的 17.27 克不等,而在干旱胁迫条件下,产量从 G3 的 2.19 克到 G1 的 6.89 克不等。通过平均等级分析、主成分(PC)分析和聚类分析,确定了高耐受性品种(G1 和 G6)和高易感性品种(G2、G3 和 G8)。该研究确定了几个指数,包括几何平均数(GM)、产量指数(YI)、平均生产力(MP)、胁迫耐受指数(STI)、非胁迫修正胁迫耐受指数(MST1)和胁迫修正胁迫耐受指数(MST2)、GMP 和 HM,这些指数在非胁迫和干旱条件下可有效筛选出高产和耐旱的品种。此外,抗旱指数(DRI)和产量稳定指数(YSI)也是干旱胁迫下的可靠指标。除 MST2 的遗传率较低(12.73%)外,大多数指数都表现出中等(≥ 30%)到较高的遗传率(≥ 60%)和较高的遗传进展(≥ 20%)。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Genetic variation, genotype × environment interaction, and correlation among drought tolerance indices in cowpea
Drought tolerance indices serve as valuable indicators for selecting cowpea genotypes with improved drought tolerance. However, there is a limited understanding of the variability and the impact of genotype (G) × environment (E) interaction (I) on these drought tolerance indices. Therefore, the objective of this study was to assess the extent of genetic variability and the influence of GEI on drought tolerance indices in cowpea. The experiment was conducted over two seasons under controlled conditions in a screen house. The results revealed that seed yield and all drought tolerance indices were significantly influenced by genotype, environment, and GEI. When the data from both years were combined, the yield under non-stress conditions ranged from 10.47 g in G2 to 17.27 g in G7, while under drought stress, it ranged from 2.19 g in G3 to 6.89 g in G1. Through mean rank analysis, principal component (PC) analysis, and clustering, highly tolerant accessions (G1 and G6) and highly susceptible ones (G2, G3, and G8) were identified. This study identified several indices, including geometric mean (GM), yield index (YI), mean productivity (MP), stress tolerance index (STI), modified stress tolerance index for non-stress (MST1), and stress (MST2), GMP, and HM, as effective in selecting high-yielding and drought-tolerant accessions under non-stress and drought conditions. Additionally, the drought resistance index (DRI) and yield stability index (YSI) were found to be reliable indicators under drought stress. Most of the indices exhibited moderate (≥ 30%) to high heritability (≥ 60%) and high genetic advance (≥ 20%), except for MST2, which had low heritability (12.73%).
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