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Identification of differentially expressed genes between developing seeds of different soybean cultivars
Monday, 2016/01/04 | 05:59:18

Lin R, Glazebrook J, Katagiri F, Orf JH, Gibson SI.

Genom Data. 2015 Aug 13;6:92-8. doi: 10.1016/j.gdata.2015.08.005. eCollection 2015.

Abstract

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.

 

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Figure 2: Gene Ontology (GO)slim categorization of differentially expressed probe sets. Panel (a) describes the percentage of probe sets annotated to different GOslim functional categories. Panel (b) describes the percentage of probe sets annotated to different GOslim biological process categories The percentage of probe sets annotated to a GOslim category is equal to the number of probe sets annotated to terms in that GOslim category/total number of probe sets annotated to any term in this ontology times 100. The light-gray bars illustrate data from the 97 probe sets differentially expressed between Minsoy and Archer and the dark-gray bars represent all the other probe sets on the array whose expression was detected in 2007 and 2008. * indicates that the results of the 97 differentially expressed probe sets differed from those of all other detected probe sets on the array with a p-value < 0.1 and ** indicates the results differed with a p-value < 0.05 using Fisher's exact test.

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