Tasmanian Institute of Agriculture, Private Bag 54, University of Tasmania, Hobart, TAS 7001, Australia.
Ann Bot. 2013 Jul;112(2):359-68. doi: 10.1093/aob/mcs251. Epub 2012 Nov 29.
Root systems are well-recognized as complex and a variety of traits have been identified as contributing to plant adaptation to the environment. A significant proportion of soil in south-western Australia is prone to the formation of hardpans of compacted soil that limit root exploration and thus access to nutrients and water for plant growth. Genotypic variation has been reported for root-penetration ability of wheat in controlled conditions, which has been related to field performance in these environments. However, research on root traits in field soil is recognized as difficult and labour intensive. Pattern analysis of genotype × environment (G × E) interactions is one approach that enables interpretation of these complex relationships, particularly when undertaken with probe genotypes with well-documented traits, in this case, for the ability to penetrate a wax layer. While the analytical approach is well-established in the scientific literature, there are very few examples of pattern analysis for G × E interactions applied to root traits of cereal crops.
In this viewpoint, we aim to review the approach of pattern analysis for G × E interaction and the importance of environment and genotype characterization, with a focus on root traits. We draw on our research on G × E interaction for root depth and related studies on genotypic evaluation for root-penetration ability. In doing so, we wish to explore how pattern analysis can aid in the interpretation of complex root traits and their interaction with the environment and how this may explain patterns of adaptation and inform future research.
With appropriate characterization of environments and genotypes, the G × E approach can be used to aid in the interpretation of the complex interactions of root systems with the environment, inform future research and therefore provide supporting evidence for selecting specific root traits for target environments in a crop breeding programme.
根系被公认为是复杂的,并且已经确定了多种特征有助于植物适应环境。澳大利亚西南部的很大一部分土壤容易形成紧实土壤的硬结,限制了根系的探索,从而限制了植物生长所需的养分和水分的获取。已经报道了在受控条件下小麦根系穿透能力的基因型变异,这与这些环境中的田间表现有关。然而,在田间土壤中研究根系特性被认为是困难且劳动强度大的。基因型与环境(G × E)互作的模式分析是一种解释这些复杂关系的方法,特别是在使用具有良好记录特征的探针基因型进行时,在这种情况下,是为了穿透蜡层的能力。虽然这种分析方法在科学文献中已经得到很好的建立,但很少有应用于谷物作物根系特性的 G × E 互作模式分析的例子。
在本观点中,我们旨在回顾 G × E 互作模式分析的方法以及环境和基因型特征化的重要性,重点是根系特性。我们借鉴了我们关于根系深度的 G × E 互作和根穿透能力的基因型评价的相关研究。通过这样做,我们希望探讨模式分析如何帮助解释复杂的根系特性及其与环境的相互作用,以及这如何解释适应模式并为未来的研究提供信息。
通过对环境和基因型进行适当的特征化,G × E 方法可用于帮助解释根系与环境之间复杂的相互作用,为未来的研究提供信息,从而为在作物育种计划中为目标环境选择特定的根系特性提供支持证据。