Mathews Ky L, Chapman Scott C, Trethowan Richard, Pfeiffer Wolfgang, van Ginkel Maarten, Crossa Jose, Payne Thomas, Delacy Ian, Fox Paul N, Cooper Mark
The School of Land, Crop and Food Sciences, The University of Queensland, St. Lucia, QLD, 4072, Australia.
Theor Appl Genet. 2007 Oct;115(6):819-35. doi: 10.1007/s00122-007-0611-4. Epub 2007 Sep 1.
The International Adaptation Trial (IAT) is a special purpose nursery designed to investigate the genotype-by-environment interactions and worldwide adaptation for grain yield of Australian and CIMMYT spring bread wheat (Triticum aestivum L.) and durum wheat (T. turgidum L. var. durum). The IAT contains lines representing Australian and CIMMYT wheat breeding programs and was distributed to 91 countries between 2000 and 2004. Yield data of 41 reference lines from 106 trials were analysed. A multiplicative mixed model accounted for trial variance heterogeneity and inter-trial correlations characteristic of multi-environment trials. A factor analytic model explained 48% of the genetic variance for the reference lines. Pedigree information was then incorporated to partition the genetic line effects into additive and non-additive components. This model explained 67 and 56% of the additive by environment and non-additive by environment genetic variances, respectively. Australian and CIMMYT germplasm showed good adaptation to their respective target production environments. In general, Australian lines performed well in south and west Australia, South America, southern Africa, Iran and high latitude European and Canadian locations. CIMMYT lines performed well at CIMMYT's key yield testing location in Mexico (CIANO), north-eastern Australia, the Indo-Gangetic plains, West Asia North Africa and locations in Europe and Canada. Maturity explained some of the global adaptation patterns. In general, southern Australian germplasm were later maturing than CIMMYT material. While CIANO continues to provide adapted lines to northern Australia, selecting for yield among later maturing CIMMYT material in CIANO may identify lines adapted to southern and western Australian environments.
国际适应性试验(IAT)是一个特殊用途的苗圃,旨在研究澳大利亚和国际玉米小麦改良中心(CIMMYT)春性面包小麦(Triticum aestivum L.)及硬粒小麦(T. turgidum L. var. durum)的基因型与环境互作以及全球范围内的产量适应性。IAT包含代表澳大利亚和CIMMYT小麦育种计划的品系,并于2000年至2004年间分发到91个国家。对来自106个试验的41个参照品系的产量数据进行了分析。一个乘法混合模型考虑了多环境试验中试验方差的异质性和试验间相关性。一个因子分析模型解释了参照品系48%的遗传方差。随后纳入系谱信息,将遗传系效应划分为加性和非加性成分。该模型分别解释了加性×环境和非加性×环境遗传方差的67%和56%。澳大利亚和CIMMYT种质对其各自的目标生产环境表现出良好的适应性。总体而言,澳大利亚品系在澳大利亚南部和西部、南美洲、南部非洲、伊朗以及欧洲和加拿大的高纬度地区表现良好。CIMMYT品系在墨西哥CIMMYT的关键产量测试地点(CIANO)、澳大利亚东北部、印度 - 恒河平原、西亚北非以及欧洲和加拿大的地点表现良好。生育期解释了一些全球适应性模式。总体而言,澳大利亚南部的种质比CIMMYT的材料成熟较晚。虽然CIANO继续为澳大利亚北部提供适应性品系,但在CIANO对较晚成熟的CIMMYT材料进行产量选择可能会鉴定出适应澳大利亚南部和西部环境的品系。