PMID:19366454

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Citation

Zare, H, Sangurdekar, D, Srivastava, P, Kaveh, M and Khodursky, A (2009) Reconstruction of Escherichia coli transcriptional regulatory networks via regulon-based associations. BMC Syst Biol 3:39

Abstract

Network reconstruction methods that rely on covariance of expression of transcription regulators and their targets ignore the fact that transcription of regulators and their targets can be controlled differently and/or independently. Such oversight would result in many erroneous predictions. However, accurate prediction of gene regulatory interactions can be made possible through modeling and estimation of transcriptional activity of groups of co-regulated genes.

Links

PubMed PMC2689187 Online version:10.1186/1752-0509-3-39

Keywords

Algorithms; Analysis of Variance; Escherichia coli/genetics; Escherichia coli/metabolism; Escherichia coli Proteins/metabolism; Gene Expression Profiling; Gene Expression Regulation, Bacterial/genetics; Gene Regulatory Networks; Models, Genetic; Normal Distribution; Oligonucleotide Array Sequence Analysis; Regulon/genetics; Sensitivity and Specificity; Transcription Factors/metabolism; Transcription, Genetic/genetics

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