Identification of tissue-specific cis-regulatory modules based on interactions between transcription factors

Background  

Evolutionary conservation has been used successfully to help identify cis-acting DNA regions that are important in regulating tissue-specific gene expression. Motivated by increasing evidence that some DNA regulatory regions are not evolutionary conserved, we have developed an approach for cis-regulatory region identification that does not rely upon evolutionary sequence conservation.     

基于转录特征的水稻WRKY转录因子功能注释

转录水平的变化是转录因子功能发挥的重要体现形式,高通量测序技术的发展和应用揭示了丰富的转录数据,对转录数据的深度分析有助于基因的注释和功能研究。本文以水稻WRKY转录因子家族为对象,在总结WRKY基因功能的基础上,对生物和非生物胁迫、发育、营养和激素处理等不同生物学过程中的转录数据进行了系统的整理和挖掘,获得了不同反应中转录变化的特定WRKY基因清单,丰富了水稻WRKY转录因子家族成员的注释信息,以期这些信息为后续的功能研究提供有价值的参考。     

A novel method to predict protein-protein interactions based on the information of protein-protein interaction networks and protein sequence

Protein-protein interactions (PPIs) are crucial to most biochemical processes in human beings. Although many human PPIs have been identified by experiments, the number is still limited compared to the available protein sequences of human organisms. Recently, many computational methods have been proposed to facilitate the recognition of novel human PPIs. However the existing methods only concentrated on the information of individual PPI, while the systematic characteristic of protein-protein interaction networks (PINs) was ignored. In this study, a new method was proposed by combining the global information of PINs and protein sequence information. Random forest (RF) algorithm was implemented to develop the prediction model, and a high accuracy of 91.88% was obtained. Furthermore, the RF model was tested using three independent datasets with good performances, suggesting that our method is a useful tool for identification of PPIs and investigation into PINs as well.     

基于模糊理论预测CpG岛新方法

启动子区域的CpG岛的异常甲基化是识别癌症的重要标志之一。目前已经建立的一些CpG岛的预测思想和方法都有自身的缺点,基于模糊理论的预测思想从贴进度的角度来判定CpG岛,能更容易地找到被以往方法所忽略的具有更多生物学意义的CpG岛。本研究通过构建属于CpG岛集合的隶属函数,计算候选序列的隶属度,找出所有的可接受隶属程度的CpG岛。将该方法应用于UCSC数据库中的一段序列（hg18．chr1．31618510.31623510.-1000）进行预测,发现提高了预测的精确度。可见应用模糊理论预测CpG岛具有一定的可行性,利用选取不同的截集,可以得到更为精确的CpG岛。     

Handedness of structural units depends on their mutual arrangement in protein structure

Abstract

Communicated by Ramaswamy H. Sarma     

Crosslinking transcription factors to their recognition sequences with PtII complexes.

We have prepared phosphorothioate-containing cyclic oligodeoxynucleotides that fold into 'dumbbells' containing CRE and TRE sequences, the binding sequences for the CREB and JUN proteins, respectively. Six phosphorothioate residues were introduced into each of the recognition sequences. K2PtCl4 crosslinks CRE to CREB and TRE to JUN. The extent of crosslinking is about eight times greater than that observed with standard oligodeoxynucleotides and amounts to 30-50% of the efficiency of non-covalent association as estimated by gel-shift assays. Crosslinking is reversed by incubation with NaCN. The crosslinking reaction is specific--a dumbbell oligonucleotide with six phosphorothioate groups introduced into the Sp1 recognition sequence could not be crosslinked efficiently to CREB or JUN proteins with K2PtCl4. The binding of TRE to CREB is not strong enough for effective detection by gel-shift assays, but the TRE-CREB complex is crosslinked efficiently by K2PtCl4 and can then readily be detected.