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基于基因型与性状(GT)双标图的水稻产量与品质关系

Relationships of rice yield and quality based on genotype by trait (GT) biplot.

作者信息

Sharifi Peyman, Ebadi Ali Akbar

机构信息

Department of Agronomy and Plant Breeding, Rasht Branch, Islamic Azad University, Lakan Street, Mailbox 3516-41335, Postal Code 41476-54919 Rasht, Iran.

Rice Research Institute of Iran, Agricultural Research Education and Extension Organization/AREEO, Freeway to Tehran, Postal Code 41996-13475 Rasht, Iran.

出版信息

An Acad Bras Cienc. 2018 Jan-Mar;90(1):343-356. doi: 10.1590/0001-3765201820150852.

Abstract

An experiment was conducted to examine the influencing characters on rice by using 64 rice genotypes, including four local landraces, four released cultivars and 56 mutant lines (M5) derived from these genotypes, with application of the genotype by trait (GT) biplot methodology. The first two principal components (PC1 and PC2) accounted for 46.6% of total variation in 64 genotypes. The polygon view of GT biplot suggested seven sections for 64 genotypes. The vertex G38 had good amounts of grain yield, panicle length, hundred grain weight, internodes length, plant height and fertility percentage. Generally based on vector view it was demonstrated that the selection of high grain yield would be performed via thousand grain weight, panicle weight and number of filled grain per panicle. These traits should be considered simultaneously as effective selection criteria evolving high yielding rice genotypes because of their large contribution to grain yield. The genotypes G2, G4 and G7 could be considered for the developing of desirable progenies in the selection strategy of rice improvement programs. This study revealed GT biplot can graphically display the interrelationships among traits. In conclusion, it is recommended the use of GGE biplot to identify superior genotypes for simultaneous improvement of several traits.

摘要

采用基因型与性状(GT)双标图方法,利用64个水稻基因型进行试验,研究其对水稻的影响特征,其中包括4个地方品种、4个育成品种以及从这些基因型衍生而来的56个突变系(M5)。前两个主成分(PC1和PC2)占64个基因型总变异的46.6%。GT双标图的多边形视图显示64个基因型可分为7个部分。顶点G38具有较高的籽粒产量、穗长、百粒重、节间长度、株高和结实率。一般从向量视图来看,表明通过千粒重、穗重和每穗实粒数来选择高籽粒产量。由于这些性状对籽粒产量贡献较大,应将其同时作为培育高产水稻基因型的有效选择标准。在水稻改良计划的选择策略中,基因型G2、G4和G7可用于培育优良后代。本研究表明GT双标图能够以图形方式展示性状之间的相互关系。总之,建议使用GGE双标图来鉴定优良基因型,以同时改良多个性状。

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