Genomics Division, National Academy of Agricultural Science (NAAS), Rural Development Administration (RDA), Suwon, Korea.
Molecular Breeding Division, NAAS, RDA, Suwon, Korea.
Evol Bioinform Online. 2014 Apr 21;10:69-78. doi: 10.4137/EBO.S14823. eCollection 2014.
We introduced a multistep screening method to identify the genes in plants using microarrays and ribonucleic acid (RNA)-seq transcriptome data. Our method describes the process for identifying genes using the salt-tolerance response pathways of the potato (Solanum tuberosum) plant. Gene expression was analyzed using microarrays and RNA-seq experiments that examined three potato lines (high, intermediate, and low salt tolerance) under conditions of salt stress. We screened the orthologous genes and pathway genes involved in salinity-related biosynthetic pathways, and identified nine potato genes that were candidates for salinity-tolerance pathways. The nine genes were selected to characterize their phylogenetic reconstruction with homologous genes of Arabidopsis thaliana, and a Circos diagram was generated to understand the relationships among the selected genes. The involvement of the selected genes in salt-tolerance pathways was verified by reverse transcription polymerase chain reaction analysis. One candidate potato gene was selected for physiological validation by generating dehydration-responsive element-binding 1 (DREB1)-overexpressing transgenic potato plants. The DREB1 overexpression lines exhibited increased salt tolerance and plant growth when compared to that of the control. Although the nine genes identified by our multistep screening method require further characterization and validation, this study demonstrates the power of our screening strategy after the initial identification of genes using microarrays and RNA-seq experiments.
我们介绍了一种多步骤筛选方法,用于使用微阵列和核糖核酸 (RNA)-seq 转录组数据鉴定植物中的基因。我们的方法描述了使用马铃薯 (Solanum tuberosum) 植物耐盐性反应途径鉴定基因的过程。使用微阵列和 RNA-seq 实验分析基因表达,这些实验检查了三种马铃薯品系(高、中、低盐耐受性)在盐胁迫下的情况。我们筛选了与盐相关生物合成途径相关的直系同源基因和途径基因,并鉴定了九个可能参与耐盐途径的马铃薯基因。选择这九个基因来描述它们与拟南芥同源基因的系统发育重建,并生成 Circos 图以了解所选基因之间的关系。通过逆转录聚合酶链反应分析验证了所选基因在耐盐途径中的参与。选择一个候选马铃薯基因通过生成脱水响应元件结合 1 (DREB1) 过表达转基因马铃薯植物进行生理验证。与对照相比,DREB1 过表达系表现出更高的耐盐性和植物生长。尽管我们通过多步骤筛选方法鉴定的这九个基因需要进一步表征和验证,但本研究展示了在使用微阵列和 RNA-seq 实验初步鉴定基因后,我们筛选策略的强大功能。