Selection for water-soluble carbohydrate accumulation and investigation of genetic × environment interactions in an elite wheat breeding population
- 29 August 2017
- journal article
- research article
- Published by Springer Nature in Theoretical and Applied Genetics
- Vol. 130 (11) , 2445-2461
Abstract
Key message Water-soluble carbohydrate accumulation can be selected in wheat breeding programs with consideration of genetic × environmental interactions and relationships with other important characteristics such as relative maturity and nitrogen concentration, although the correlation between WSC traits and grain yield is low and inconsistent. Abstract The potential to increase the genetic capacity for water-soluble carbohydrate (WSC) accumulation is an opportunity to improve the drought tolerance capability of rainfed wheat varieties, particularly in environments where terminal drought is a significant constraint to wheat production. A population of elite breeding germplasm was characterized to investigate the potential for selection of improved WSC concentration and total amount in water deficit and well-watered environments. Accumulation of WSC involves complex interactions with other traits and the environment. For both WSC concentration (WSCC) and total WSC per area (WSCA), strong genotype × environment interactions were reflected in the clear grouping of experiments into well-watered and water deficit environment clusters. Genetic correlations between experiments were high within clusters. Heritability for WSCC was larger than for WSCA, and significant associations were observed in both well-watered and water deficit experiment clusters between the WSC traits and nitrogen concentration, tillering, grains per m2, and grain size. However, correlations between grain yield and WSCC or WSCA were weak and variable, suggesting that selection for these traits is not a better strategy for improving yield under drought than direct selection for yield.Keywords
Funding Information
- Grains Research and Development Corporation (ICF00007, Grains Industry Research Scholarship)
- American Australian Association (ConocoPhillips Education Fellowship)
This publication has 55 references indexed in Scilit:
- A Genome-Wide Association Study Reveals Genes Associated with Fusarium Ear Rot Resistance in a Maize Core Diversity PanelG3: Genes, Genomes, Genetics, 2013
- Developmental and growth controls of tillering and water-soluble carbohydrate accumulation in contrasting wheat (Triticum aestivumL.) genotypes: can we dissect them?Journal of Experimental Botany, 2012
- Analysis of yield and oil from a series of canola breeding trials. Part II. Exploring variety by environment interaction using factor analysisThis article is one of a selection of papers from the conference “Exploiting Genome-wide Association in Oilseed Brassicas: a model for genetic improvement of major OECD crops for sustainable farming”.Genome, 2010
- Analysis of yield and oil from a series of canola breeding trials. Part I. Fitting factor analytic mixed models with pedigree informationThis article is one of a selection of papers from the conference “Exploiting Genome-wide Association in Oilseed Brassicas: a model for genetic improvement of major OECD crops for sustainable farming”.Genome, 2010
- Use of crop models to understand genotype by environment interactions for drought in real-world and simulated plant breeding trialsEuphytica, 2007
- The limit to wheat water-use efficiency in eastern Australia. II. Influence of rainfall patternsAustralian Journal of Agricultural Research, 2007
- Identification of Quantitative Trait loci and Environmental Interactions for Accumulation and Remobilization of Water-Soluble Carbohydrates in Wheat (Triticum aestivum L.) StemsGenetics, 2007
- Dissecting gene × environmental effects on wheat yields via QTL and physiological analysisEuphytica, 2006
- Contribution of Stem Dry Matter to Grain Yield in Wheat CultivarsFunctional Plant Biology, 1991
- A new look at the statistical model identificationIEEE Transactions on Automatic Control, 1974