TFs and their TFBSs (Section 3). Finally, I discuss the likely evolutionary scenarios for bacterial regulons and the balance of conservation and flexibility in the composition of TRNs among species (Section 4). 2. Computational Methods for Identification of Regulatory Motifs 2.1. Structure, Function, and Representation of Transcription Factor Binding Sites 2.1.1. Position of TFBSs in Promoter Regions-TFs regulate gene expression via specific binding to DNA sequences (or operators) located in promoter regions. The DNAbinding affinity and activity of TFs could be modulated by various signals including interaction with small ligands or covalent modification (e.g., phosphorylation by a specific sensor kinase). When a TF binds to an operator, it can either activate or repress transcription initiation. 30 In bacteria, there are TFs that act solely as repressors or as activators, whereas some other TFs have a dual regulatory role in gene expression. Positive or negative effects of such dual TFs depend on the position of the operator site within the target promoter region. Most repressor sites are located between −60 and +60 relative to the transcriptional start site, suggesting that repression by steric hindrance of RNA polymerase binding to the promoter is the most common regulatory mechanism. 31-33 Alternatively, repressors may act by blocking transcription elongation or by looping DNA in the promoter region (Fig. 1). The degree of repression depends significantly on the operator site position relative to the promoter. 34 Analysis of the data for various negatively acting regulators shows large variability in the relative positions of operators and promoters for each regulon. This variation in the repressor site position is in contrast to the relatively fixed positions of activator sites. Activators promote gene expression by binding to an operator that is located either upstream of or adjacent to, the promoter −35 element and by recruiting RNA polymerase to the promoter by direct proteinprotein interaction (Fig. 1). For example, the global catabolic activator Crp in E. coli binds operators, which have a preference to be centered at positions −62.5, −72.5, or −92.5 at Class I promoters, or at position −41.5 at Class II promoters. 35 Some activators (e.g., those from the MerR family) bind at or near to the promoter elements and alter the conformation of the promoter to allow its interaction with RNA polymerase. 30 2.1.2. Structure of TFBSs-The size of a single TFBS usually varies between ~ 12 to 30 nt, the most common length being 16-20 nt. Since TF proteins often recognize and bind to DNA as homodimers or homo-multimeric protein complexes, the TFBSs usually possess an intrinsic symmetry. Cooperative binding of transcription factors to DNA plays an important role in regulating gene expression, ensuring a sigmoid response to the concentration of effector. Inverted repeats (palindromes) and direct repeats are the most common structures of TFBSs. Some homo-multimeric TFs cooperatively bind more complex TFBSs composed of b...