Lin Rongshuang, Glazebrook Jane, Katagiri Fumiaki, Orf James H, Gibson Susan I
Department of Plant Biology, University of Minnesota, 1500 Gortner Ave., Saint Paul, MN 55108, USA.
Department of Agronomy & Plant Genetics, University of Minnesota, 1991 Upper Buford Circle, Saint Paul, MN 55108, USA.
Genom Data. 2015 Aug 13;6:92-8. doi: 10.1016/j.gdata.2015.08.005. eCollection 2015 Dec.
Soybean is a major source of protein and oil and a primary feedstock for biodiesel production. Research on soybean seed composition and yield has revealed that protein, oil and yield are controlled quantitatively and quantitative trait loci (QTL) have been identified for each of these traits. However, very limited information is available regarding the genetic mechanisms controlling seed composition and yield. To help address this deficiency, we used Affymetrix Soybean GeneChips® to identify genes that are differentially expressed between developing seeds of the Minsoy and Archer soybean cultivars, which differ in seed weight, yield, protein content and oil content. A total of 700 probe sets were found to be expressed at significantly different (defined as having an adjusted p-value below or equal to 0.05 and an at least 2-fold difference) levels between the two cultivars at one or more of the three developmental stages and in at least one of the two years assayed. Comparison of data from soybeans collected in two different years revealed that 97 probe sets were expressed at significantly different levels in both years. Functional annotations were assigned to 78% of these 97 probe sets based on the SoyBase Affymetrix™ GeneChip® Soybean Genome Array Annotation. Genes involved in receptor binding/activity and protein binding are overrepresented among the group of 97 probe sets that were differentially expressed in both years assayed. Probe sets involved in growth/development, signal transduction, transcription, defense/stress response and protein and lipid metabolism were also identified among the 97 probe sets and their possible implications in the regulation of agronomic traits are discussed. As the Minsoy and Archer soybean cultivars differ with respect to seed size, yield, protein content and lipid content, some of the differentially expressed probe sets identified in this study may thus play important roles in controlling these traits. Others of these probe sets may be involved in regulation of general seed development or metabolism. All microarray data and expression values after GCRMA are available at the Gene Expression Omnibus (GEO) at NCBI (http://www.ncbi.nlm.nih.gov/geo), under accession number GSE21598.
大豆是蛋白质和油脂的主要来源,也是生物柴油生产的主要原料。对大豆种子成分和产量的研究表明,蛋白质、油脂和产量受数量性状控制,并且已经鉴定出这些性状各自的数量性状基因座(QTL)。然而,关于控制种子成分和产量的遗传机制的信息非常有限。为了帮助解决这一不足,我们使用Affymetrix大豆基因芯片来鉴定在种子重量、产量、蛋白质含量和油脂含量方面存在差异的Minsoy和Archer大豆品种发育种子之间差异表达的基因。在三个发育阶段中的一个或多个阶段以及所检测的两年中的至少一年里,共发现700个探针集在两个品种之间的表达水平存在显著差异(定义为调整后的p值低于或等于0.05且差异至少为2倍)。对两年收集的大豆数据进行比较发现,97个探针集在两年中的表达水平均存在显著差异。基于SoyBase Affymetrix™基因芯片大豆基因组阵列注释,为这97个探针集中的78%赋予了功能注释。在检测的两年中差异表达的97个探针集组中,参与受体结合/活性和蛋白质结合的基因占比过高。在这97个探针集中还鉴定出了参与生长/发育、信号转导、转录、防御/应激反应以及蛋白质和脂质代谢的探针集,并讨论了它们在农艺性状调控中的可能作用。由于Minsoy和Archer大豆品种在种子大小、产量、蛋白质含量和脂质含量方面存在差异,因此本研究中鉴定出的一些差异表达探针集可能在控制这些性状中发挥重要作用。这些探针集中的其他一些可能参与一般种子发育或代谢的调控。所有微阵列数据以及GCRMA后的表达值可在NCBI的基因表达综合数据库(GEO,http://www.ncbi.nlm.nih.gov/geo)中获取,登录号为GSE21598。