Janaki Chintalapati, Joshi Rajendra R
Bioinformatics Team, Scientific and Engineering Computing Group, Centre for Development of Advanced Computing, Pune University Campus, Ganeshkhind, Pune 411007, India.
In Silico Biol. 2004;4(2):149-61.
The genes having similar expression profiles are considered to have common regulatory mechanisms and are controlled by the binding of transcription factors to the regulatory elements present in their upstream regions. The detection of cis-regulatory elements can help in further understanding of co-expression of genes. This paper deals with the detection of motifs in the upstream regions of genes involved in diurnal rhythms of Arabidopsis and also deals with the correlation of expression data with sequence information. We detected motifs in the upstream regions of genes involved in diurnal cycles and checked for their presence in circadian regulated, dark induced and in light induced genes of Arabidopsis. Ten motifs were reported in this study, out of which five were already reported in available transcription factor databases as the elements involved in light responsiveness. Significance study of ten motifs was done by taking random sets of same data size. One of the ten motifs namely GGCCCA, which was found without any base variations in 62 genes, was further studied by analyzing the expression profiles of its respective genes within the set of diurnal regulated genes using SOM clustering method. It was found that the genes were clustered together into two major groups, out of which one group had glycine rich proteins and the second group had genes belonging to dehydrogenase and oxidoreductase family.
具有相似表达谱的基因被认为具有共同的调控机制,并受转录因子与它们上游区域中存在的调控元件结合的控制。顺式调控元件的检测有助于进一步理解基因的共表达。本文探讨了拟南芥昼夜节律相关基因上游区域基序的检测,以及表达数据与序列信息的相关性。我们检测了参与昼夜节律的基因上游区域的基序,并在拟南芥的昼夜调控、黑暗诱导和光诱导基因中检查它们的存在情况。本研究报告了10个基序,其中5个在现有的转录因子数据库中已作为参与光反应的元件被报道。通过取相同数据量的随机集对10个基序进行了显著性研究。在62个基因中发现的10个基序之一GGCCCA,没有任何碱基变异,使用自组织映射聚类方法,通过分析其在昼夜调控基因集中各自基因的表达谱,对其进行了进一步研究。结果发现,这些基因聚为两大类,其中一组富含甘氨酸蛋白,第二组含有属于脱氢酶和氧化还原酶家族的基因。