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从共调控基因中提取启动子基序及其与大肠杆菌共表达的相关性研究。

Promoter-motif extraction from co-regulated genes and their relevance to co-expression using E. coli as a model.

机构信息

In silico Research Laboratory, Eminent Biosciences, 91, Sector-A, Mahalakshmi Nagar, Indore, 452010, Madhya Pradesh, India.

Bioinformatics Research Laboratory, LeGene Biosciences Pvt Ltd, 91, Sector-A, Mahalakshmi Nagar, Indore, 452010, Madhya Pradesh, India.

出版信息

Brief Funct Genomics. 2023 Apr 13;22(2):204-216. doi: 10.1093/bfgp/elac043.

Abstract

Gene expression varies due to the intrinsic stochasticity of transcription or as a reaction to external perturbations that generate cellular mutations. Co-regulation, co-expression and functional similarity of substances have been employed for indoctrinating the process of the transcriptional paradigm. The difficult process of analysing complicated proteomes and biological switches has been made easier by technical improvements, and microarray technology has flourished as a viable platform. Therefore, this research enables Microarray to cluster genes that are co-expressed and co-regulated into specific segments. Copious search algorithms have been employed to ascertain diacritic motifs or a combination of motifs that are performing regular expression, and their relevant information corresponding to the gene patterns is also documented. The associated genes co-expression and relevant cis-elements are further explored by engaging Escherichia coli as a model organism. Various clustering algorithms have also been used to generate classes of genes with similar expression profiles. A promoter database 'EcoPromDB' has been developed by referring RegulonDB database; this promoter database is freely available at www.ecopromdb.eminentbio.com and is divided into two sub-groups, depending upon the results of co-expression and co-regulation analyses.

摘要

基因表达会因转录的固有随机性或对产生细胞突变的外部干扰的反应而发生变化。物质的共调控、共表达和功能相似性被用于指导转录范式的过程。技术的改进使得分析复杂的蛋白质组和生物开关的困难过程变得更加容易,微阵列技术作为一种可行的平台蓬勃发展。因此,这项研究使微阵列能够将共表达和共调控的基因聚类到特定的片段中。大量的搜索算法被用来确定执行正则表达式的特征或特征组合,以及与基因模式相对应的相关信息。通过将大肠杆菌作为模型生物,进一步探索相关基因的共表达和相关顺式元件。各种聚类算法也被用于生成具有相似表达谱的基因类。通过参考 RegulonDB 数据库,开发了一个启动子数据库'EcoPromDB';这个启动子数据库可以在 www.ecopromdb.eminentbio.com 上免费获得,并根据共表达和共调控分析的结果分为两个子组。

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