Thornsberry J M, Goodman M M, Doebley J, Kresovich S, Nielsen D, Buckler E S
Department of Genetics, North Carolina State University, Raleigh, NC 27695, USA.
Nat Genet. 2001 Jul;28(3):286-9. doi: 10.1038/90135.
Historically, association tests have been used extensively in medical genetics, but have had virtually no application in plant genetics. One obstacle to their application is the structured populations often found in crop plants, which may lead to nonfunctional, spurious associations. In this study, statistical methods to account for population structure were extended for use with quantitative variation and applied to our evaluation of maize flowering time. Mutagenesis and quantitative trait locus (QTL) studies suggested that the maize gene Dwarf8 might affect the quantitative variation of maize flowering time and plant height. The wheat orthologs of this gene contributed to the increased yields seen in the 'Green Revolution' varieties. We used association approaches to evaluate Dwarf8 sequence polymorphisms from 92 maize inbred lines. Population structure was estimated using a Bayesian analysis of 141 simple sequence repeat (SSR) loci. Our results indicate that a suite of polymorphisms associate with differences in flowering time, which include a deletion that may alter a key domain in the coding region. The distribution of nonsynonymous polymorphisms suggests that Dwarf8 has been a target of selection.
从历史上看,关联测试在医学遗传学中得到了广泛应用,但在植物遗传学中几乎没有应用。其应用的一个障碍是作物中经常发现的结构化群体,这可能导致无功能的、虚假的关联。在本研究中,考虑群体结构的统计方法被扩展用于定量变异,并应用于我们对玉米开花时间的评估。诱变和数量性状位点(QTL)研究表明,玉米基因Dwarf8可能影响玉米开花时间和株高的定量变异。该基因的小麦直系同源基因促成了“绿色革命”品种中产量的增加。我们使用关联方法评估了来自92个玉米自交系的Dwarf8序列多态性。使用对141个简单序列重复(SSR)位点的贝叶斯分析来估计群体结构。我们的结果表明,一组多态性与开花时间的差异相关,其中包括一个可能改变编码区关键结构域的缺失。非同义多态性的分布表明Dwarf8是选择的目标。