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

被引:1
作者
Nayarisseri, Anuraj [1 ,2 ,3 ]
Bhrdwaj, Anushka [3 ]
Khan, Arshiya [3 ]
Sharma, Khushboo [3 ]
Shaheen, Uzma [3 ]
Selvaraj, Chandrabose [3 ]
Khan, Mohammad Aqueel [3 ]
Abhirami, Rajaram [3 ]
Pravin, Muthuraja Arun [3 ]
Shri, Gurunathan Rubha [3 ]
Raje, Dhanjay [3 ]
Singh, Sanjeev Kumar [3 ,4 ,5 ]
机构
[1] Eminent Biosci, 91 Sect A,Mahalakshmi Nagar, Indore 452010, Madhya Pradesh, India
[2] Sil Res Lab, Eminent Biosci, Mahalakshmi Nagar, Indore 452010, India
[3] LeGene Biosci Pvt Ltd, Bioinformat Res Lab, 91 Sect A,Mahalakshmi Nagar, Indore 452010, India
[4] Alagappa Univ, Dept Bioinformat, Comp Aided Drug Designing & Mol Modeling Lab, Karaikkudi 630003, India
[5] Ctr Biomed Res, Dept Data Sci, SGPGIMS Campus, Raebareli Rd, Lucknow 226014, India
关键词
Gene regulation; Co-expression; Motif discovery; Microarray data analysis; E; coli; coli promoter database; EcopromDB; RNA-POLYMERASE; STRUCTURAL BASIS; TRANSCRIPTIONAL REGULATION; REGULATORY MOTIFS; BACILLUS-SUBTILIS; DNA; BINDING; EXPRESSION; SEQUENCES; IDENTIFICATION;
D O I
10.1093/bfgp/elac043
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
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 and is divided into two sub-groups, depending upon the results of co-expression and co-regulation analyses.
引用
收藏
页码:204 / 216
页数:13
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