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新培育的甘薯基因型在贮藏根产量、产量相关性状及对甘薯病毒病抗性方面的基因型与环境互作

Genotype-by-environment interaction of newly-developed sweet potato genotypes for storage root yield, yield-related traits and resistance to sweet potato virus disease.

作者信息

Ngailo Stephan, Shimelis Hussein, Sibiya Julia, Mtunda Kiddo, Mashilo Jacob

机构信息

University of KwaZulu-Natal, School of Agricultural, Earth and Environmental Sciences, African Centre for Crop Improvement (ACCI), Private Bag X01, Scottsville, 3209, Pietermaritzburg, South Africa.

Sugarcane Research Institute, Kibaha, Tanzania.

出版信息

Heliyon. 2019 Mar 29;5(3):e01448. doi: 10.1016/j.heliyon.2019.e01448. eCollection 2019 Mar.

Abstract

Genotype-by-environment interaction analysis is key for selection and cultivar release, and to identify suitable production and test environments. The objective of this study was to determine the magnitude of genotype-by-environment interaction (GEI) for storage root yield, yield-related traits and sweet potato virus disease (SPVD) resistance among candidate sweet potato genotypes in Tanzania. Twenty-three newly bred clones and three check varieties were evaluated across six diverse environments using a randomized complete block design with three replications. The Additive Main Effect and Multiplicative Interaction (AMMI) and genotype and genotype-by-environment (GGE) biplot analyses were used to determine GEI of genotypes. Genotype, environment and GEI effects were highly significant ( ≤ 0.01) for the assessed traits. Further, AMMI analysis of variance revealed highly significant ( ≤ 0.001) differences among genotypes, environments and G × E interaction effects for all the studied traits. Both AMMI and GGE biplot analyses identified the following promising genotypes: G2 (Resisto × Ukerewe), G3 (Ukerewe × Ex-Msimbu-1), G4 (03-03 x SPKBH008), G12 (Ukerewe × SPKBH008) and G18 (Resisto × Simama) with high yields, high dry matter content and SPVD resistance across all test environments. The candidate genotypes are recommended for further stability tests and release in Tanzania or similar environments.

摘要

基因型与环境互作分析是品种选择和审定以及确定适宜生产与测试环境的关键。本研究的目的是确定坦桑尼亚候选甘薯基因型在贮藏根产量、产量相关性状和甘薯病毒病(SPVD)抗性方面基因型与环境互作(GEI)的程度。使用随机完全区组设计,重复3次,在6个不同环境中对23个新培育的无性系和3个对照品种进行了评价。采用加性主效应和乘积互作(AMMI)以及基因型与基因型×环境(GGE)双标图分析来确定基因型的GEI。对于所评估的性状,基因型、环境和GEI效应极显著(≤0.01)。此外,AMMI方差分析表明,所有研究性状在基因型、环境和G×E互作效应之间存在极显著(≤0.001)差异。AMMI和GGE双标图分析均鉴定出以下有前景的基因型:G2(Resisto×Ukerewe)、G3(Ukerewe×Ex-Msimbu-1)、G4(03-03×SPKBH008)、G12(Ukerewe×SPKBH008)和G18(Resisto×Simama),它们在所有测试环境中均具有高产、高干物质含量和SPVD抗性。建议对这些候选基因型在坦桑尼亚或类似环境中进行进一步的稳定性测试和品种审定。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/227f/6441836/53fd83575fd2/gr1.jpg

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