Zhang Shujuan, Song Guoqi, Gao Jie, Li Yulian, Guo Dong, Fan Qingqi, Sui Xinxia, Chu Xiusheng, Huang Chengyan, Liu Jianjun, Li Genying
Crop Research Institute, Shandong Academy of Agricultural Sciences, China; Key Laboratory of Wheat Biology & Genetic Improvement On North Yellow & Huai River Valley, Ministry of Agriculture, China; National Engineering Laboratory For Wheat & Maize, Jinan 250100, Shandong, China.
Crop Research Institute, Shandong Academy of Agricultural Sciences, China; Key Laboratory of Wheat Biology & Genetic Improvement On North Yellow & Huai River Valley, Ministry of Agriculture, China; National Engineering Laboratory For Wheat & Maize, Jinan 250100, Shandong, China.
J Biotechnol. 2014 Nov 10;189:48-57. doi: 10.1016/j.jbiotec.2014.08.032. Epub 2014 Sep 21.
With the frequent occurrence of climatic anomalies, spring frost has become a significant limiting factor on wheat production, especially during the reproductive growth stage. A high-throughput sequencing technology was applied and a total of 54 million clean reads that corresponded to 7.44 Gb of total nucleotides were generated. These reads were then de novo assembled into 120,715 unigenes with an average length of 627 bp. Functional annotations were then obtained by aligning all unigenes with public protein databases. In total, 9657 potential EST-SSRs were identified, and 6310 primer pairs for 1329 SSRs were obtained. Meanwhile, a comparison of four tag-based digital gene expression libraries, which was built from the control and cold-treated young spikes were performed. Overall, 526 up-regulated and 489 down-regulated genes were identified, and GO and KEGG pathway analyses of those genes were further conducted. Based on these results, a series of candidate genes involved in cold response pathways were identified, and 12 of them were confirmed by qRT-PCR. The combination of RNA-Seq and digital gene expression analysis in this study provides a powerful approach for investigating the transcriptional changes and obtained a large number of unigenes annotated to public databases.
随着气候异常的频繁发生,春霜冻已成为小麦生产的一个重要限制因素,尤其是在生殖生长阶段。应用了高通量测序技术,共产生了5400万个干净读段,对应7.44Gb的总核苷酸。然后将这些读段进行从头组装,得到120715个单基因,平均长度为627bp。通过将所有单基因与公共蛋白质数据库进行比对获得功能注释。总共鉴定出9657个潜在的EST-SSR,并获得了针对1329个SSR的6310对引物。同时,对由对照和冷处理的幼穗构建的四个基于标签的数字基因表达文库进行了比较。总体而言,鉴定出526个上调基因和489个下调基因,并对这些基因进行了GO和KEGG通路分析。基于这些结果,鉴定出一系列参与冷响应途径的候选基因,其中12个通过qRT-PCR得到证实。本研究中RNA-Seq和数字基因表达分析的结合为研究转录变化提供了一种强大的方法,并获得了大量注释到公共数据库的单基因。