@article {509,
	title = {Genome-wide similarity search for transcription factors and their binding sites in a metal-reducing prokaryote Geobacter sulfurreducens.},
	journal = {Biosystems},
	volume = {90},
	year = {2007},
	month = {2007 Sep-Oct},
	pages = {421-41},
	abstract = {The knowledge obtained from understanding individual elements involved in gene regulation is important for reconstructing gene regulatory networks, a key for understanding cellular behavior. To study gene regulatory interactions in a model microorganism, Geobacter sulfurreducens, which participates in metal reduction and energy harvesting, we investigated the presence of 59 known Escherichia coli transcription factors and predicted transcription regulatory sites in its genome. The supplementary material, available at http://www.geobacter.org/research/genomescan/, provides the results of similarity comparisons that identified regulatory proteins of G. sulfurreducens and the genome locations of the predicted regulatory sites, including the list of putative regulatory elements in the upstream regions of every predicted operon and singleton open reading frame. Regulatory sequence elements, predicted using genome similarity searches to matrices of established transcription regulatory elements from E. coli, provide an initial insight into regulation of genes and operons in G. sulfurreducens. The predicted regulatory elements were predominantly located in the upstream regions of operons and singleton open reading frames. The validity of the predictions was examined using a permutation approach. Sequence similarity searches indicate that E. coli transcription factors ArgR, CytR, DeoR, FlhCD (both FlhC and FlhD subunits), FruR, GalR, GlpR, H-NS, LacI, MetJ, PurR, TrpR, and Tus are likely missing from G. sulfurreducens. Phylogenetic analysis suggests that one HU subunit is present in G. sulfurreducens as compared to two subunits in E. coli, while each of the two E. coli IHF subunits, HimA and HimD, have two homologs in G. sulfurreducens. The closest homolog of E. coli RpoE in G. sulfurreducens may be more similar to FecI than to RpoE. These findings represent the first step in the understanding of the regulatory relationships in G. sulfurreducens on the genome scale.},
	keywords = {Bacterial Proteins, Binding Sites, False Positive Reactions, Gene Expression Regulation, Bacterial, Genome, Bacterial, Geobacter, Metals, Models, Biological, Models, Genetic, Models, Statistical, Operon, Phylogeny, Sigma Factor, Systems Biology, Transcription Factors, Transcription, Genetic},
	issn = {0303-2647},
	doi = {10.1016/j.biosystems.2006.10.006},
	author = {Yan, Bin and Lovley, Derek R and Krushkal, Julia}
}
@article {550,
	title = {Computational prediction of conserved operons and phylogenetic footprinting of transcription regulatory elements in the metal-reducing bacterial family Geobacteraceae.},
	journal = {J Theor Biol},
	volume = {230},
	year = {2004},
	month = {2004 Sep 7},
	pages = {133-44},
	abstract = {Members of the family Geobacteraceae are an important group of microorganisms from the delta subdivision of Proteobacteria that couple the oxidation of organic compounds to metal reduction. In order to uncover transcription regulatory interactions in these organisms, we used computational methods to identify conserved operons and putative cis-regulatory transcription elements. We identified 26 putative operons with gene order and function conserved among two species of Geobacteraceae, Geobacter sulfurreducens and Geobacter metallireducens. Most of these operons were also conserved in Desulfovibrio vulgaris, an additional metal reducing organism from family Desulfovibrionaceae of the delta subdivision of Proteobacteria. The predicted conserved operons were investigated for the presence of transcription factor binding sites by two different methods, (i) comparison of non-coding regions in conserved operons, and (ii) neural network promoter prediction. Predicted motifs were screened to identify most likely transcription factor binding sites and ribosome-binding sites. We provide information on motifs in Geobacteraceae similar to known transcription factor binding sites in Escherichia coli, conserved motifs in other bacterial species, putative palindromic sites, and predicted ribosome-binding sites. These predictions will aid in further elucidation of regulatory networks of gene interactions in Geobacteraceae.},
	keywords = {Animals, Computational Biology, Conserved Sequence, DNA Footprinting, Genes, Regulator, Genome, Bacterial, Geobacter, Models, Genetic, Operon, Phylogeny},
	issn = {0022-5193},
	doi = {10.1016/j.jtbi.2004.04.022},
	author = {Yan, Bin and Meth{\'e}, Barbara A and Lovley, Derek R and Krushkal, Julia}
}
