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Interaction of genotype and environment effects on important traits of cassava (Manihot esculenta Crantz)

机译:基因型和环境效应对木薯重要性状的交互作用(Manihot esculenta Crantz)

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摘要

General and specific environmental adaptation of genotypes is the main goal of breeders. However, genotype-by-environment (G × E) interaction complicates the identification of genotypes for release. This study aimed at analyzing the effects of G × E interaction on the expression of important cassava traits using two multivariate analyses: additive main effects and multiplicative interaction (AMMI) and genotype stability index (GSI). Total carotene content (TCC), postharvest physiological deterioration (PPD), and reaction to viral diseases were significantly affected by G × E interaction effects. The low percent (%) variation due to genotype for cassava brown streak disease (CBSD) explained the influence of environment on CBSD expression. The % variation due to genotype for TCC was higher (96%) than variation due to environment (1.7%) and G × E interaction (2.4%) indicating a low interaction effect of environment on TCC accumulation. The % variation due to genotype was higher than % variation due to environment for all traits but CBSD root necrosis and CBSD on stems, indicating the influence of environment on the severity of the viral diseases. These findings indicate that screening for disease resistance requires multi-environment trials, whereas a single-environment trial suffices to screen for total carotene content.
机译:基因型的一般和特定环境适应是育种者的主要目标。但是,不同环境的基因型(G×E)相互作用使释放基因型的鉴定复杂化。本研究旨在通过两个多元分析来分析G×E交互作用对重要木薯性状表达的影响:加性主效应和乘性交互作用(AMMI)和基因型稳定性指数(GSI)。总胡萝卜素含量(TCC),收获后生理退化(PPD)和对病毒性疾病的反应受G×E相互作用的影响显着。木薯褐斑病(CBSD)的基因型所致的低百分比变化(%)解释了环境对CBSD表达的影响。 TCC基因型引起的变化百分比(96%)高于环境引起的变化(1.7%)和G×E相互作用引起的变化(2.4%),表明环境对TCC积累的交互作用较低。除了CBSD根坏死和茎上的CBSD以外,所有性状的基因型变异%均高于环境变异%,表明环境对病毒性疾病严重程度的影响。这些发现表明,对疾病抵抗力的筛查需要多环境试验,而单环境试验足以筛查总胡萝卜素含量。

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  • 来源
    《作物学报(英文版)》 |2017年第5期|373-386|共14页
  • 作者单位

    University of KwaZulu-Natal, African Center for Crop Improvement (ACCI), Private box X01, 3029 Scottville, South Africa;

    Rwanda Agriculture Board (RAB), P.O. Box 5016, Kigali, Rwanda;

    University of KwaZulu-Natal, African Center for Crop Improvement (ACCI), Private box X01, 3029 Scottville, South Africa;

    University of KwaZulu-Natal, African Center for Crop Improvement (ACCI), Private box X01, 3029 Scottville, South Africa;

    Rwanda Agriculture Board (RAB), P.O. Box 5016, Kigali, Rwanda;

  • 收录信息 中国科学引文数据库(CSCD);中国科技论文与引文数据库(CSTPCD);
  • 原文格式 PDF
  • 正文语种 eng
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