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水稻胚乳特异表达基因的挖掘及顺式元件分析
引用本文:宋伟,张利达,尹京苑.水稻胚乳特异表达基因的挖掘及顺式元件分析[J].生物信息学,2012,10(3):183-189.
作者姓名:宋伟  张利达  尹京苑
作者单位:1. 上海大学生命科学学院,上海,200444
2. 上海交通大学农业与生物学院,上海,200240
3. 上海大学计算机工程与科学学院,上海,200072
基金项目:上海市基础研究重大项目(09DJ1400504)
摘    要:本研究旨在利用计算机方法对水稻胚乳特异性表达基因进行挖掘和功能分析,及特异性顺式调控元件的预测。我们将基因在不同组织中的表达信号谱看作多维空间内的向量,利用向量夹角余弦法计算其与理想状态下该基因在某一组织特异表达向量的相似度,以此来判断组织特异性表达基因。本文通过对水稻芯片数据的大规模分析,共挖掘出了127个在水稻胚乳中特异表达基因。并对其启动子进行顺式元件预测,发现两个与胚乳特异表达相关的顺式调控元件,其保守序列分别为CATGCATSCM和GATCGATCGR。与已知功能的顺式元件比较显示,前者为种子特异基因表达相关的RY repeat元件,而后者则与元件RNFG1相似,但其具体功能尚不明确。

关 键 词:组织特异基因  胚乳  顺式作用元件  向量夹角余弦

Mining the endosperm-specific genes and analysing the cis-regulatory elements in Rice
SONG Wei , ZHANG Li-da , YIN Jing-yuan.Mining the endosperm-specific genes and analysing the cis-regulatory elements in Rice[J].China Journal of Bioinformation,2012,10(3):183-189.
Authors:SONG Wei  ZHANG Li-da  YIN Jing-yuan
Institution:1 (1. School of Computer Engineering and Science, Shanghai University, shanghai 200072,China; 2. School of Life Sciences, Shanghai University, shanghai 200444, china; 3. School of Agriculture and Biology, Shanghai Jiao Tong University, shanghai 200240, china)
Abstract:This study aimed to discover the rice endosperm-specific genes and cis-acting regulatory elements by in silico approach. The gene expression data in different tissue was viewed as a vector in a hyperspace, and the tissue specificity of the gene was determined by calculating the cosine of the angle between the actual expression vector and the perfect tissue-specific expression vector. A total of 127 endosperm-specific genes were identified by analyzing microarray expression data using this method. Prediction of cis-acting elements showed that two motifs with the conserved sequences CATGCATSCM and GATCGATCGR were enriched in the promoters of the endosperm-specific genes. The former motif is similar to the RY repeat known to be involved in tissue-specific gene expression in seed; the latter is similar to the RNFG1 element, but the detailed function is still unknown.
Keywords:tissue-specific gene  endosperm  cis-regulatory element  vector cosine
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