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Kernfeld E, Keener R, Cahan P, Battle A. Transcriptome data are insufficient to control false discoveries in regulatory network inference. Cell Syst 2024; 15:709-724.e13. [PMID: 39173585 DOI: 10.1016/j.cels.2024.07.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2023] [Revised: 05/31/2024] [Accepted: 07/22/2024] [Indexed: 08/24/2024]
Abstract
Inference of causal transcriptional regulatory networks (TRNs) from transcriptomic data suffers notoriously from false positives. Approaches to control the false discovery rate (FDR), for example, via permutation, bootstrapping, or multivariate Gaussian distributions, suffer from several complications: difficulty in distinguishing direct from indirect regulation, nonlinear effects, and causal structure inference requiring "causal sufficiency," meaning experiments that are free of any unmeasured, confounding variables. Here, we use a recently developed statistical framework, model-X knockoffs, to control the FDR while accounting for indirect effects, nonlinear dose-response, and user-provided covariates. We adjust the procedure to estimate the FDR correctly even when measured against incomplete gold standards. However, benchmarking against chromatin immunoprecipitation (ChIP) and other gold standards reveals higher observed than reported FDR. This indicates that unmeasured confounding is a major driver of FDR in TRN inference. A record of this paper's transparent peer review process is included in the supplemental information.
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Affiliation(s)
- Eric Kernfeld
- Department of Biomedical Engineering, Johns Hopkins University, 3400 N. Charles Street, Wyman Park Building, Suite 400 West, Baltimore, MD 21218, USA
| | - Rebecca Keener
- Department of Biomedical Engineering, Johns Hopkins University, 3400 N. Charles Street, Wyman Park Building, Suite 400 West, Baltimore, MD 21218, USA
| | - Patrick Cahan
- Department of Biomedical Engineering, Johns Hopkins University, 3400 N. Charles Street, Wyman Park Building, Suite 400 West, Baltimore, MD 21218, USA; Institute for Cell Engineering, Johns Hopkins Medicine, Baltimore, MD, USA; Department of Molecular Biology and Genetics, Johns Hopkins University, Baltimore, MD, USA.
| | - Alexis Battle
- Department of Biomedical Engineering, Johns Hopkins University, 3400 N. Charles Street, Wyman Park Building, Suite 400 West, Baltimore, MD 21218, USA; Department of Computer Science, Johns Hopkins University, Baltimore, MD, USA; Department of Genetic Medicine, Johns Hopkins Medicine, Baltimore, MD, USA; Malone Center for Engineering and Healthcare, Johns Hopkins University, Baltimore, MD, USA; Data Science and AI Institute, Johns Hopkins University, Baltimore, MD, USA.
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2
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Zhao D, Li H, Cui Y, Tang S, Wang C, Du B, Ding Y. MsmR1, a global transcription factor, regulates polymyxin synthesis and carbohydrate metabolism in Paenibacillus polymyxa SC2. Front Microbiol 2022; 13:1039806. [PMID: 36483206 PMCID: PMC9722767 DOI: 10.3389/fmicb.2022.1039806] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2022] [Accepted: 10/26/2022] [Indexed: 10/19/2023] Open
Abstract
The multiple-sugar metabolism regulator (MsmR), a transcription factor belonging to the AraC/XylS family, participates in polysaccharide metabolism and virulence. However, the transcriptional regulatory mechanisms of MsmR1 in Paenibacillus polymyxa remain unclear. In this study, knocking out msmR1 was found to reduce polymyxin synthesis by the SC2-M1 strain. Chromatin immunoprecipitation assay with sequencing (ChIP-seq) revealed that most enriched pathway was that of carbohydrate metabolism. Additionally, electromobility shift assays (EMSA) confirmed the direct interaction between MsmR1 and the promoter regions of oppC3, sucA, sdr3, pepF, yycN, PPSC2_23180, pppL, and ydfp. MsmR1 stimulates polymyxin biosynthesis by directly binding to the promoter regions of oppC3 and sdr3, while also directly regulating sucA and influencing the citrate cycle (TCA cycle). In addition, MsmR1 directly activates pepF and was beneficial for spore and biofilm formation. These results indicated that MsmR1 could regulate carbohydrate and amino acid metabolism, and indirectly affect biological processes such as polymyxin synthesis, biofilm formation, and motility. Moreover, MsmR1 could be autoregulated. Hence, this study expand the current knowledge of MsmR1 and will be beneficial for the application of P. polymyxa SC2 in the biological control against the certain pathogens in pepper.
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Affiliation(s)
| | | | | | | | | | - Binghai Du
- College of Life Sciences and Shandong Engineering Research Center of Plant-Microbia Restoration for Saline-alkali Land and Shandong Key Laboratory of Agricultural Microbiology and National Engineering Laboratory for Efficient Utilization of Soil and Fertilizer Resources, Shandong Agricultural University, Tai’an, China
| | - Yanqin Ding
- College of Life Sciences and Shandong Engineering Research Center of Plant-Microbia Restoration for Saline-alkali Land and Shandong Key Laboratory of Agricultural Microbiology and National Engineering Laboratory for Efficient Utilization of Soil and Fertilizer Resources, Shandong Agricultural University, Tai’an, China
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Sánchez DG, Primo ED, Damiani MT, Lisa AT. Pseudomonas aeruginosa gbdR gene is transcribed from a σ54-dependent promoter under the control of NtrC/CbrB, IHF and BetI. MICROBIOLOGY-SGM 2017; 163:1343-1354. [PMID: 28791946 DOI: 10.1099/mic.0.000502] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
Abstract
Pseudomonasaeruginosa uses choline as a source of carbon and nitrogen, and also for the synthesis of glycine betaine, an osmoprotectant under stress conditions such as drought and salinity. The transcription factor GbdR is the specific regulator of choline metabolism and it belongs to the Arac/XylS family of transcriptional regulators. Despite the link between choline catabolism and bacterial pathogenicity, gbdR regulation has not been explored in detail. In the present work, we describe how gbdR transcription can be initiated from a σ54-dependent promoter. gbdR transcription can be activated by NtrC in the absence of a preferential nitrogen source, by CbrB in the absence of a preferential carbon source, and by the integration host factor favouring DNA bending. In addition, we found that BetI negatively regulates gbdR expression in the absence of choline. We identified two overlapping BetI binding sites in the gbdR promoter sequence, providing an additional example of σ54-promoter down-regulation. Based on our findings, we propose a model for gdbR regulation and its impact on choline metabolism.
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Affiliation(s)
- Diego Germán Sánchez
- Laboratory of Phagocytosis and Intracellular Transport, School of Medicine, University of Cuyo, IHEM-CONICET, Mendoza 5500, Argentina.,Department of Molecular Biology, FCEFQN, National University of Río Cuarto, Route 36-Km 601, 5800, Argentina
| | - Emiliano David Primo
- Department of Molecular Biology, FCEFQN, National University of Río Cuarto, Route 36-Km 601, 5800, Argentina
| | - María Teresa Damiani
- Laboratory of Phagocytosis and Intracellular Transport, School of Medicine, University of Cuyo, IHEM-CONICET, Mendoza 5500, Argentina
| | - Angela Teresita Lisa
- Department of Molecular Biology, FCEFQN, National University of Río Cuarto, Route 36-Km 601, 5800, Argentina
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Effector Overlap between the lac and mel Operons of Escherichia coli: Induction of the mel Operon with β-Galactosides. J Bacteriol 2017; 199:JB.00796-16. [PMID: 28193904 DOI: 10.1128/jb.00796-16] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2016] [Accepted: 02/07/2017] [Indexed: 11/20/2022] Open
Abstract
The lac (lactose) operon (which processes β-galactosides) and the mel (melibiose) operon (which processes α-galactosides) of Escherichia coli have a close historical connection. A number of shared substrates and effectors of the permeases and regulatory proteins have been reported over the years. Until now, β-thiogalactosides like TMG (methyl-β-d-thiogalactopyranoside) and IPTG (isopropyl-β-d-thiogalactopyranoside) have not generally been considered to be inducers of the mel operon. The same is true for β-galactosides such as lactose [β-d-galactopyranosyl-(1→4)-d-glucose], which is a substrate but is not itself an inducer of the lac operon. This report shows that all three sugars can induce the mel operon significantly when they are accumulated in the cell by Lac permease. Strong induction by β-thiogalactosides is observed in the presence of Lac permease, and strong induction by lactose (more than 200-fold) is observed in the absence of β-galactosidase. This finding calls for reevaluation of TMG uptake experiments as assays for Lac permease that were performed with mel+ strains.IMPORTANCE The typical textbook picture of bacterial operons is that of stand-alone units of genetic information that perform, in a regulated manner, well-defined cellular functions. Less attention is given to the extensive interactions that can be found between operons. Well-described examples of such interactions are the effector molecules shared by the lac and mel operons. Here, we show that this set has to be extended to include β-galactosides, which have been, until now, considered not to effect the expression of the mel operon. That they can be inducers of the mel operon as well as the lac operon has not been noted in decades of research because of the Escherichia coli genetic background used in previous studies.
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Bonocora RP, Fitzgerald DM, Stringer AM, Wade JT. Non-canonical protein-DNA interactions identified by ChIP are not artifacts. BMC Genomics 2013; 14:254. [PMID: 23586855 PMCID: PMC3738151 DOI: 10.1186/1471-2164-14-254] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2012] [Accepted: 04/01/2013] [Indexed: 02/01/2023] Open
Abstract
Background ChIP-chip and ChIP-seq are widely used methods to map protein-DNA interactions on a genomic scale in vivo. Waldminghaus and Skarstad recently reported, in this journal, a modified method for ChIP-chip. Based on a comparison of our previously-published ChIP-chip data for Escherichia coli σ32 with their own data, Waldminghaus and Skarstad concluded that many of the σ32 targets identified in our earlier work are false positives. In particular, we identified many non-canonical σ32 targets that are located inside genes or are associated with genes that show no detectable regulation by σ32. Waldminghaus and Skarstad propose that such non-canonical sites are artifacts, identified due to flaws in the standard ChIP methodology. Waldminghaus and Skarstad suggest specific changes to the standard ChIP procedure that reportedly eliminate the claimed artifacts. Results We reanalyzed our published ChIP-chip datasets for σ32 and the datasets generated by Waldminghaus and Skarstad to assess data quality and reproducibility. We also performed targeted ChIP/qPCR for σ32 and an unrelated transcription factor, AraC, using the standard ChIP method and the modified ChIP method proposed by Waldminghaus and Skarstad. Furthermore, we determined the association of core RNA polymerase with disputed σ32 promoters, with and without overexpression of σ32. We show that (i) our published σ32 ChIP-chip datasets have a consistently higher dynamic range than those of Waldminghaus and Skarstad, (ii) our published σ32 ChIP-chip datasets are highly reproducible, whereas those of Waldminghaus and Skarstad are not, (iii) non-canonical σ32 target regions are enriched in a σ32 ChIP in a heat shock-dependent manner, regardless of the ChIP method used, (iv) association of core RNA polymerase with some disputed σ32 target genes is induced by overexpression of σ32, (v) σ32 targets disputed by Waldminghaus and Skarstad are predominantly those that are most weakly bound, and (vi) the modifications to the ChIP method proposed by Waldminghaus and Skarstad reduce enrichment of all protein-bound genomic regions. Conclusions The modifications to the ChIP-chip method suggested by Waldminghaus and Skarstad reduce rather than increase the quality of ChIP data. Hence, the non-canonical σ32 targets identified in our previous study are likely to be genuine. We propose that the failure of Waldminghaus and Skarstad to identify many of these σ32 targets is due predominantly to the lower data quality in their study. We conclude that surprising ChIP-chip results are not artifacts to be ignored, but rather indications that our understanding of DNA-binding proteins is incomplete.
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Salgado H, Peralta-Gil M, Gama-Castro S, Santos-Zavaleta A, Muñiz-Rascado L, García-Sotelo JS, Weiss V, Solano-Lira H, Martínez-Flores I, Medina-Rivera A, Salgado-Osorio G, Alquicira-Hernández S, Alquicira-Hernández K, López-Fuentes A, Porrón-Sotelo L, Huerta AM, Bonavides-Martínez C, Balderas-Martínez YI, Pannier L, Olvera M, Labastida A, Jiménez-Jacinto V, Vega-Alvarado L, Del Moral-Chávez V, Hernández-Alvarez A, Morett E, Collado-Vides J. RegulonDB v8.0: omics data sets, evolutionary conservation, regulatory phrases, cross-validated gold standards and more. Nucleic Acids Res 2012. [PMID: 23203884 PMCID: PMC3531196 DOI: 10.1093/nar/gks1201] [Citation(s) in RCA: 351] [Impact Index Per Article: 29.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023] Open
Abstract
This article summarizes our progress with RegulonDB (http://regulondb.ccg.unam.mx/) during the past 2 years. We have kept up-to-date the knowledge from the published literature regarding transcriptional regulation in Escherichia coli K-12. We have maintained and expanded our curation efforts to improve the breadth and quality of the encoded experimental knowledge, and we have implemented criteria for the quality of our computational predictions. Regulatory phrases now provide high-level descriptions of regulatory regions. We expanded the assignment of quality to various sources of evidence, particularly for knowledge generated through high-throughput (HT) technology. Based on our analysis of most relevant methods, we defined rules for determining the quality of evidence when multiple independent sources support an entry. With this latest release of RegulonDB, we present a new highly reliable larger collection of transcription start sites, a result of our experimental HT genome-wide efforts. These improvements, together with several novel enhancements (the tracks display, uploading format and curational guidelines), address the challenges of incorporating HT-generated knowledge into RegulonDB. Information on the evolutionary conservation of regulatory elements is also available now. Altogether, RegulonDB version 8.0 is a much better home for integrating knowledge on gene regulation from the sources of information currently available.
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Affiliation(s)
- Heladia Salgado
- Programa de Genómica Computacional, Centro de Ciencias Genómicas, Universidad Nacional Autónoma de México, A.P. 565-A, Cuernavaca, Morelos 62100
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Hernandez-Eligio A, Castellanos M, Moreno S, Espín G. Transcriptional activation of the Azotobacter vinelandii polyhydroxybutyrate biosynthetic genes phbBAC by PhbR and RpoS. MICROBIOLOGY-SGM 2011; 157:3014-3023. [PMID: 21778206 DOI: 10.1099/mic.0.051649-0] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
We previously showed that in Azotobacter vinelandii, accumulation of polyhydroxybutyrate (PHB) occurs mainly during the stationary phase, and that a mutation in phbR, encoding a transcriptional regulator of the AraC family, reduces PHB accumulation. In this study, we characterized the roles of PhbR and RpoS, a central regulator during stationary phase in bacteria, in the regulation of expression of the PHB biosynthetic operon phbBAC and phbR. We showed that inactivation of rpoS reduced PHB accumulation, similar to the phbR mutation, and inactivation of both rpoS and phbR resulted in an inability to produce PHB. We carried out expression studies with the wild-type, and the rpoS, phbR and double rpoS-phbR mutant strains, using quantitative RT-PCR, as well as phbB : : gusA and phbR : : gusA gene fusions. These studies showed that both PhbR and RpoS act as activators of phbB and phbR, and revealed a role for PhbR as an autoactivator. We also demonstrated that PhbR binds specifically to two almost identical 18 bp sites, TGTCACCAA-N(4)-CACTA and TGTCACCAA-N(4)-CAGTA, present in the phbB promoter region. The activation of phbB and phbR transcription by RpoS reported here is in agreement with the observation that accumulation of PHB in A. vinelandii occurs mainly during the stationary phase.
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Affiliation(s)
- Alberto Hernandez-Eligio
- Departamento de Microbiología Molecular, Instituto de Biotecnología, Universidad Nacional Autónoma de México, Av. Universidad 2001, Col. Chamilpa, Cuernavaca, Morelos 62210, Mexico
| | - Mildred Castellanos
- Departamento de Microbiología Molecular, Instituto de Biotecnología, Universidad Nacional Autónoma de México, Av. Universidad 2001, Col. Chamilpa, Cuernavaca, Morelos 62210, Mexico
| | - Soledad Moreno
- Departamento de Microbiología Molecular, Instituto de Biotecnología, Universidad Nacional Autónoma de México, Av. Universidad 2001, Col. Chamilpa, Cuernavaca, Morelos 62210, Mexico
| | - Guadalupe Espín
- Departamento de Microbiología Molecular, Instituto de Biotecnología, Universidad Nacional Autónoma de México, Av. Universidad 2001, Col. Chamilpa, Cuernavaca, Morelos 62210, Mexico
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Chauhan S, Sharma D, Singh A, Surolia A, Tyagi JS. Comprehensive insights into Mycobacterium tuberculosis DevR (DosR) regulon activation switch. Nucleic Acids Res 2011; 39:7400-14. [PMID: 21653552 PMCID: PMC3177182 DOI: 10.1093/nar/gkr375] [Citation(s) in RCA: 51] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/04/2022] Open
Abstract
DevR regulon function is believed to be crucial for the survival of Mycobacterium tuberculosis during dormancy. In this study, we undertook a comprehensive analysis of the DevR regulon. All the regulon promoters were assigned to four classes based on the number of DevR binding sites (Dev boxes). A minimum of two boxes are essential for complete interaction and their tandem arrangement is an architectural hallmark at all promoters. Initial interaction of DevR with the conserved box is essential for its cooperative binding to adjacent sites bearing low to very poor sequence conservation and is the universal mechanism underlying DevR-mediated transcriptional induction. The functional importance of tandem arrangement was established by analyzing promoter variants harboring Dev boxes with altered spacing. Conserved sequence logos were generated from 47 binding sequences which included 24 newly discovered Dev boxes. In each half site of an 18-bp binding motif, G5 and C7 are essential for DevR binding. Finally, we show that DevR regulon induction occurs in a temporal manner and genes that are induced early are also usually powerfully induced. The information theory-based approach along with binding and temporal expression studies provide us with comprehensive insights into the complex pattern of DevR regulon activation.
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Affiliation(s)
- Santosh Chauhan
- Department of Biotechnology, All India Institute of Medical Sciences, Ansari Nagar, New Delhi 110029, India
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Manso I, García JL, Galán B. Escherichia coli mhpR gene expression is regulated by catabolite repression mediated by the cAMP-CRP complex. MICROBIOLOGY-SGM 2010; 157:593-600. [PMID: 20966094 DOI: 10.1099/mic.0.043620-0] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
The expression of the mhp genes involved in the degradation of the aromatic compound 3-(3-hydroxyphenyl)propionic acid (3HPP) in Escherichia coli is dependent on the MhpR transcriptional activator at the Pa promoter. This catabolic promoter is also subject to catabolic repression in the presence of glucose mediated by the cAMP-CRP complex. The Pr promoter drives the MhpR-independent expression of the regulatory gene. In vivo and in vitro experiments have shown that transcription from the Pr promoter is downregulated by the addition of glucose and this catabolic repression is also mediated by the cAMP-CRP complex. The activation role of the cAMP-CRP regulatory system was further investigated by DNase I footprinting assays, which showed that the cAMP-CRP complex binds to the Pr promoter sequence, protecting a region centred at position -40.5, which allowed the classification of Pr as a class II CRP-dependent promoter. Open complex formation at the Pr promoter is observed only when RNA polymerase and cAMP-CRP are present. Finally, by in vitro transcription assays we have demonstrated the absolute requirement of the cAMP-CRP complex for the activation of the Pr promoter.
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Affiliation(s)
- I Manso
- Departamento de Biología Medioambiental, Centro de Investigaciones Biológicas, Consejo Superior de Investigaciones Científicas (CSIC), Ramiro de Maeztu 9, 28040 Madrid, Spain
| | - J L García
- Departamento de Biología Medioambiental, Centro de Investigaciones Biológicas, Consejo Superior de Investigaciones Científicas (CSIC), Ramiro de Maeztu 9, 28040 Madrid, Spain
| | - B Galán
- Departamento de Biología Medioambiental, Centro de Investigaciones Biológicas, Consejo Superior de Investigaciones Científicas (CSIC), Ramiro de Maeztu 9, 28040 Madrid, Spain
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Minchin SD, Busby SJ. Analysis of mechanisms of activation and repression at bacterial promoters. Methods 2009; 47:6-12. [DOI: 10.1016/j.ymeth.2008.10.012] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2008] [Revised: 10/14/2008] [Accepted: 10/15/2008] [Indexed: 11/30/2022] Open
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Rhodius VA, Wade JT. Technical considerations in using DNA microarrays to define regulons. Methods 2008; 47:63-72. [PMID: 18955146 DOI: 10.1016/j.ymeth.2008.10.017] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2008] [Revised: 10/15/2008] [Accepted: 10/17/2008] [Indexed: 11/20/2022] Open
Abstract
Transcription is the major regulatory target of gene expression in bacteria, and is controlled by many regulatory proteins and RNAs. Microarrays are a powerful tool to study the regulation of transcription on a genomic scale. Here we describe the use of transcription profiling and ChIP-chip to study transcriptional regulation in bacteria. Transcription profiling determines the outcome of regulatory events whereas ChIP-chip identifies the protein-DNA interactions that determine these events. Together they can provide detailed information on transcriptional regulatory systems.
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Affiliation(s)
- Virgil A Rhodius
- Department of Microbiology and Immunology, University of California at San Francisco, San Francisco, CA 94143, USA.
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12
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Samarasinghe S, El-Robh MS, Grainger DC, Zhang W, Soultanas P, Busby SJW. Autoregulation of the Escherichia coli melR promoter: repression involves four molecules of MelR. Nucleic Acids Res 2008; 36:2667-76. [PMID: 18346968 PMCID: PMC2377442 DOI: 10.1093/nar/gkn119] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
The Escherichia coli MelR protein is a transcription activator that autoregulates its own promoter by repressing transcription initiation. Optimal repression requires MelR binding to a site that overlaps the melR transcription start point and to upstream sites. In this work, we have investigated the different determinants needed for optimal repression and their spatial requirements. We show that repression requires a complex involving four DNA-bound MelR molecules, and that the global CRP regulator plays little or no role.
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Horizontal gene transfer and the evolution of transcriptional regulation in Escherichia coli. Genome Biol 2008; 9:R4. [PMID: 18179685 PMCID: PMC2395238 DOI: 10.1186/gb-2008-9-1-r4] [Citation(s) in RCA: 100] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2007] [Revised: 11/06/2007] [Accepted: 01/07/2008] [Indexed: 12/28/2022] Open
Abstract
Most Escherichia coli transcription factors have paralogs, but these usually arose by horizontal gene transfer rather than by duplication within the E. coli lineage, as previously believed. Background Most bacterial genes were acquired by horizontal gene transfer from other bacteria instead of being inherited by continuous vertical descent from an ancient ancestor. To understand how the regulation of these acquired genes evolved, we examined the evolutionary histories of transcription factors and of regulatory interactions from the model bacterium Escherichia coli K12. Results Although most transcription factors have paralogs, these usually arose by horizontal gene transfer rather than by duplication within the E. coli lineage, as previously believed. In general, most neighbor regulators - regulators that are adjacent to genes that they regulate - were acquired by horizontal gene transfer, whereas most global regulators evolved vertically within the γ-Proteobacteria. Neighbor regulators were often acquired together with the adjacent operon that they regulate, and so the proximity might be maintained by repeated transfers (like 'selfish operons'). Many of the as yet uncharacterized (putative) regulators have also been acquired together with adjacent genes, and so we predict that these are neighbor regulators as well. When we analyzed the histories of regulatory interactions, we found that the evolution of regulation by duplication was rare, and surprisingly, many of the regulatory interactions that are shared between paralogs result from convergent evolution. Another surprise was that horizontally transferred genes are more likely than other genes to be regulated by multiple regulators, and most of this complex regulation probably evolved after the transfer. Conclusion Our findings highlight the rapid evolution of niche-specific gene regulation in bacteria.
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Friedrich A, Arvidson CG, Shafer WM, Lee EH, So M. Two ABC transporter operons and the antimicrobial resistance gene mtrF are pilT responsive in Neisseria gonorrhoeae. J Bacteriol 2007; 189:5399-402. [PMID: 17496077 PMCID: PMC1951848 DOI: 10.1128/jb.00300-07] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Retraction of type IV pili is mediated by PilT. We show that loss of pilT function leads to upregulation of mtrF (multiple transferable resistance) and two operons encoding putative ABC transporters in Neisseria gonorrhoeae MS11. This effect occurs indirectly through the transcriptional regulator FarR, which until now has been shown to regulate only farAB. L-Glutamine can reverse pilT downregulation of the ABC transporter operons and mtrF.
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Affiliation(s)
- Alexandra Friedrich
- Department of Molecular Microbiology and Immunology, L220, Oregon Health Sciences University, Portland, Oregon 97201-3098, USA.
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Cameron ADS, Redfield RJ. Non-canonical CRP sites control competence regulons in Escherichia coli and many other gamma-proteobacteria. Nucleic Acids Res 2006; 34:6001-14. [PMID: 17068078 PMCID: PMC1635313 DOI: 10.1093/nar/gkl734] [Citation(s) in RCA: 73] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Escherichia coli's cAMP receptor protein (CRP), the archetypal bacterial transcription factor, regulates over a hundred promoters by binding 22 bp symmetrical sites with the consensus core half-site TGTGA. However, Haemophilus influenzae has two types of CRP sites, one like E.coli's and one with the core sequence TGCGA that regulates genes required for DNA uptake (natural competence). Only the latter 'CRP-S' sites require both CRP and the coregulator Sxy for activation. To our knowledge, the TGTGA and TGCGA motifs are the first example of one transcription factor having two distinct binding-site motifs. Here we show that CRP-S promoters are widespread in the gamma-proteobacteria and demonstrate their Sxy-dependence in E.coli. Orthologs of most H.influenzae CRP-S-regulated genes are ubiquitous in the five best-studied gamma-proteobacteria families, Enterobacteriaceae, Pasteurellaceae, Pseudomonadaceae, Vibrionaceae and Xanthomonadaceae. Phylogenetic footprinting identified CRP-S sites in the promoter regions of the Enterobacteriaceae, Pasteurellaceae and Vibrionaceae orthologs, and canonical CRP sites in orthologs of genes known to be Sxy-independent in H.influenzae. Bandshift experiments confirmed that E.coli CRP-S sequences are low affinity binding sites for CRP, and mRNA analysis showed that they require CRP, cAMP (CRP's allosteric effector) and Sxy for gene induction. This work suggests not only that the gamma-proteobacteria share a common DNA uptake mechanism, but also that, in the three best studied families, their competence regulons share both CRP-S specificity and Sxy dependence.
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Affiliation(s)
- Andrew D. S. Cameron
- Department of Microbiology and Immunology, University of British ColumbiaVancouver, BC, Canada
| | - Rosemary J. Redfield
- Department of Zoology, University of British ColumbiaVancouver, BC, Canada
- To whom correspondence should be addressed at Life Sciences Centre (Zoology), 2350 Health Sciences Mall, University of British Columbia, Vancouver, BC, Canada V6T 1Z3. Tel: +604 822 3744; Fax: +604 827 4135;
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Kahramanoglou C, Webster CL, El-Robh MS, Belyaeva TA, Busby SJW. Mutational analysis of the Escherichia coli melR gene suggests a two-state concerted model to explain transcriptional activation and repression in the melibiose operon. J Bacteriol 2006; 188:3199-207. [PMID: 16621812 PMCID: PMC1447455 DOI: 10.1128/jb.188.9.3199-3207.2006] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Transcription of the Escherichia coli melAB operon is regulated by the MelR protein, an AraC family member whose activity is modulated by the binding of melibiose. In the absence of melibiose, MelR is unable to activate the melAB promoter but autoregulates its own expression by repressing the melR promoter. Melibiose triggers MelR-dependent activation of the melAB promoter and relieves MelR-dependent repression of the melR promoter. Twenty-nine single amino acid substitutions in MelR that result in partial melibiose-independent activation of the melAB promoter have been identified. Combinations of different substitutions result in almost complete melibiose-independent activation of the melAB promoter. MelR carrying each of the single substitutions is less able to repress the melR promoter, while MelR carrying some combinations of substitutions is completely unable to repress the melR promoter. These results argue that different conformational states of MelR are responsible for activation of the melAB promoter and repression of the melR promoter. Supporting evidence for this is provided by the isolation of substitutions in MelR that block melibiose-dependent activation of the melAB promoter while not changing melibiose-independent repression of the melR promoter. Additional experiments with a bacterial two-hybrid system suggest that interactions between MelR subunits differ according to the two conformational states.
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Affiliation(s)
- Christina Kahramanoglou
- School of Biosciences, University of Birmingham, Edgbaston, Birmingham B15 2TT, United Kingdom
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17
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Abstract
Escherichia coli and Salmonella enterica serovar Typhimurium exhibit a remarkable versatility in the usage of different sugars as the sole source of carbon and energy, reflecting their ability to make use of the digested meals of mammalia and of the ample offerings in the wild. Degradation of sugars starts with their energy-dependent uptake through the cytoplasmic membrane and is carried on further by specific enzymes in the cytoplasm, destined finally for degradation in central metabolic pathways. As variant as the different sugars are, the biochemical strategies to act on them are few. They include phosphorylation, keto-enol isomerization, oxido/reductions, and aldol cleavage. The catabolic repertoire for using carbohydrate sources is largely the same in E. coli and in serovar Typhimurium. Nonetheless, significant differences are found, even among the strains and substrains of each species. We have grouped the sugars to be discussed according to their first step in metabolism, which is their active transport, and follow their path to glycolysis, catalyzed by the sugar-specific enzymes. We will first discuss the phosphotransferase system (PTS) sugars, then the sugars transported by ATP-binding cassette (ABC) transporters, followed by those that are taken up via proton motive force (PMF)-dependent transporters. We have focused on the catabolism and pathway regulation of hexose and pentose monosaccharides as well as the corresponding sugar alcohols but have also included disaccharides and simple glycosides while excluding polysaccharide catabolism, except for maltodextrins.
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Affiliation(s)
- Christoph Mayer
- Fachbereich Biologie, Universität Konstanz, 78457 Konstanz, Germany
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18
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Wickstrum JR, Santangelo TJ, Egan SM. Cyclic AMP receptor protein and RhaR synergistically activate transcription from the L-rhamnose-responsive rhaSR promoter in Escherichia coli. J Bacteriol 2005; 187:6708-18. [PMID: 16166533 PMCID: PMC1251584 DOI: 10.1128/jb.187.19.6708-6718.2005] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
The Escherichia coli rhaSR operon encodes two AraC family transcription activator proteins, RhaS and RhaR, which regulate expression of the l-rhamnose catabolic regulon in response to l-rhamnose availability. RhaR positively regulates rhaSR in response to l-rhamnose, and RhaR activation can be enhanced by the cyclic AMP (cAMP) receptor protein (CRP) protein. CRP is a well-studied global transcription regulator that binds to DNA as a dimer and activates transcription in the presence of cAMP. We investigated the mechanism of CRP activation at rhaSR both alone and in combination with RhaR in vivo and in vitro. Base pair substitutions at potential CRP binding sites in the rhaSR-rhaBAD intergenic region demonstrate that CRP site 3, centered at position -111.5 relative to the rhaSR transcription start site, is required for the majority of the CRP-dependent activation of rhaSR. DNase I footprinting confirms that CRP binds to site 3; CRP binding to the other potential CRP sites at rhaSR was not detected. We show that, at least in vitro, CRP is capable of both RhaR-dependent and RhaR-independent activation of rhaSR from a total of three transcription start sites. In vitro transcription assays indicate that the carboxy-terminal domain of the alpha subunit (alpha-CTD) of RNA polymerase is at least partially dispensable for RhaR-dependent activation but that the alpha-CTD is required for CRP activation of rhaSR. Although CRP requires the presence of RhaR for efficient in vivo activation of rhaSR, DNase I footprinting assays indicated that cooperative binding between RhaR and CRP does not make a significant contribution to the mechanism of CRP activation at rhaSR. It therefore appears that CRP activates transcription from rhaSR as it would at simple class I promoters, albeit from a relatively distant position.
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Affiliation(s)
- Jason R Wickstrum
- Department of Molecular Biosciences, University of Kansas, 8031 Haworth Hall, 1200 Sunnyside Avenue, Lawrence, KS 66045-7534, USA
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19
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Ohnishi Y, Yamazaki H, Kato JY, Tomono A, Horinouchi S. AdpA, a central transcriptional regulator in the A-factor regulatory cascade that leads to morphological development and secondary metabolism in Streptomyces griseus. Biosci Biotechnol Biochem 2005; 69:431-9. [PMID: 15784968 DOI: 10.1271/bbb.69.431] [Citation(s) in RCA: 179] [Impact Index Per Article: 9.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
A-factor (2-isocapryloyl-3R-hydroxymethyl-gamma-butyrolactone) is a microbial hormone that triggers aerial mycelium formation and secondary metabolism in Streptomyces griseus. A-factor produced in a growth-dependent manner switches on the transcription of adpA encoding a transcriptional activator by binding to the A-factor receptor protein (ArpA), which has bound the adpA promoter, and dissociating the DNA-bound ArpA from the DNA. AdpA then activates a number of genes with various functions required for morphological development and secondary metabolism, forming an AdpA regulon. AdpA, which contains a ThiJ/PfpI/DJ-1-like dimerization domain at its N-terminal portion and an AraC/XylS-type DNA-binding domain at its C-terminal portion, is a representative of a large subfamily of the AraC/XylS family. AdpA binds various positions with respect to the transcriptional start points of the target genes and recruits RNA polymerase to the specific promoter region, and facilitates the isomerization of the RNA polymerase-DNA complex into an open complex competent for transcriptional initiation. The AdpA-binding consensus sequence is 5'-TGGCSNGWWY-3' (S: G or C; W: A or T; Y: T or C; N: any nucleotide). The DNA-binding specificity of AdpA in conjunction with that of other AraC/XylS family members is also discussed.
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Affiliation(s)
- Yasuo Ohnishi
- Department of Biotechnology, Graduate School of Agriculture and Life Sciences, The University of Tokyo, Japan.
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20
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Tomono A, Tsai Y, Yamazaki H, Ohnishi Y, Horinouchi S. Transcriptional control by A-factor of strR, the pathway-specific transcriptional activator for streptomycin biosynthesis in Streptomyces griseus. J Bacteriol 2005; 187:5595-604. [PMID: 16077104 PMCID: PMC1196073 DOI: 10.1128/jb.187.16.5595-5604.2005] [Citation(s) in RCA: 61] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
A-factor (2-isocapryloyl-3R-hydroxymethyl-gamma-butyrolactone) triggers streptomycin production by inducing the transcription of strR, encoding the pathway-specific transcriptional activator, through signal transduction in the A-factor regulatory cascade in Streptomyces griseus. AdpA, one of the key transcriptional activators in the cascade, bound two upstream activation sites, approximately at nucleotide positions -270 and -50 with respect to the transcriptional start point of strR, as determined by gel mobility shift assays and DNase I footprinting. Transcriptional analysis of the strR promoter with mutated AdpA-binding sites showed that both sites were required for full transcriptional activation of strR by AdpA. Potassium permanganate footprinting showed that AdpA assisted RNA polymerase in forming an open complex at an appropriate position for transcriptional initiation of strR. Nine transcriptional units within the streptomycin biosynthesis gene cluster, including the strR-aphD operon, depended on StrR, indicating that StrR is the pathway-specific transcriptional activator for the whole gene cluster. Consistent with this, expression of strR under the control of a constitutively expressed promoter in an adpA null mutant caused the host to produce streptomycin.
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Affiliation(s)
- Ayami Tomono
- Department of Biotechnology, Graduate School of Agriculture and Life Sciences, The University of Tokyo, Bunkyo-ku, Tokyo 113-8657, Japan
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21
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Wade JT, Struhl K. Association of RNA polymerase with transcribed regions in Escherichia coli. Proc Natl Acad Sci U S A 2004; 101:17777-82. [PMID: 15596728 PMCID: PMC539717 DOI: 10.1073/pnas.0404305101] [Citation(s) in RCA: 38] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2004] [Indexed: 11/18/2022] Open
Abstract
We examine the association of the beta-, alpha-, and sigma(70)-subunits of Escherichia coli RNA polymerase (RNAP) and the NusA elongation factor with transcribed regions in vivo by using chromatin immunoprecipitation. RNAP preferentially associates with the promoter-proximal region of several operons, and this preference is particularly pronounced at the lexA-dinF promoter. When cells are grown in exponential phase, little or no sigma(70) is associated with RNAP during early elongation. However, during stationary phase, sigma(70) is retained in a fraction of elongating RNAP complexes throughout the melAB operon. In contrast, sigma(70) is not observed in elongating RNAP complexes at the lacZYA operon during stationary phase. At both operons, NusA associates with RNAP during early elongation, and this association is greatly reduced during stationary phase. These observations suggest that in vivo association of sigma(70) and NusA with elongating RNAP is regulated by growth conditions.
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Affiliation(s)
- Joseph T Wade
- Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, MA 02115, USA
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22
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Grainger DC, Overton TW, Reppas N, Wade JT, Tamai E, Hobman JL, Constantinidou C, Struhl K, Church G, Busby SJW. Genomic studies with Escherichia coli MelR protein: applications of chromatin immunoprecipitation and microarrays. J Bacteriol 2004; 186:6938-43. [PMID: 15466047 PMCID: PMC522211 DOI: 10.1128/jb.186.20.6938-6943.2004] [Citation(s) in RCA: 79] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Escherichia coli MelR protein is a transcription activator that is essential for melibiose-dependent expression of the melAB genes. We have used chromatin immunoprecipitation to study the binding of MelR and RNA polymerase to the melAB promoter in vivo. Our results show that MelR is associated with promoter DNA, both in the absence and presence of the inducer melibiose. In contrast, RNA polymerase is recruited to the melAB promoter only in the presence of inducer. The MelR DK261 positive control mutant binds to the melAB promoter but cannot recruit RNA polymerase. Further analysis of immunoprecipitated DNA, by using an Affymetrix GeneChip array, showed that the melAB promoter is the major, if not the sole, target in E. coli for MelR. This was confirmed by a transcriptomics experiment to analyze RNA in cells either with or without melR.
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Affiliation(s)
- David C Grainger
- School of Biosciences, The University of Birmingham, Edgbaston, Birmingham B15 2TT, United Kingdom.
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23
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Zheng D, Constantinidou C, Hobman JL, Minchin SD. Identification of the CRP regulon using in vitro and in vivo transcriptional profiling. Nucleic Acids Res 2004; 32:5874-93. [PMID: 15520470 PMCID: PMC528793 DOI: 10.1093/nar/gkh908] [Citation(s) in RCA: 278] [Impact Index Per Article: 13.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
The Escherichia coli cyclic AMP receptor protein (CRP) is a global regulator that controls transcription initiation from more than 100 promoters by binding to a specific DNA sequence within cognate promoters. Many genes in the CRP regulon have been predicted simply based on the presence of DNA-binding sites within gene promoters. In this study, we have exploited a newly developed technique, run-off transcription/microarray analysis (ROMA) to define CRP-regulated promoters. Using ROMA, we identified 176 operons that were activated by CRP in vitro and 16 operons that were repressed. Using positive control mutants in different regions of CRP, we were able to classify the different promoters into class I or class II/III. A total of 104 operons were predicted to contain Class II CRP-binding sites. Sequence analysis of the operons that were repressed by CRP revealed different mechanisms for CRP inhibition. In contrast, the in vivo transcriptional profiles failed to identify most CRP-dependent regulation because of the complexity of the regulatory network. Analysis of these operons supports the hypothesis that CRP is not only a regulator of genes required for catabolism of sugars other than glucose, but also regulates the expression of a large number of other genes in E.coli. ROMA has revealed 152 hitherto unknown CRP regulons.
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Affiliation(s)
- Dongling Zheng
- School of Biosciences, University of Birmingham, Birmingham B15 2TT, UK
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24
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Grainger DC, Belyaeva TA, Lee DJ, Hyde EI, Busby SJW. Transcription activation at the Escherichia coli melAB promoter: interactions of MelR with the C-terminal domain of the RNA polymerase alpha subunit. Mol Microbiol 2004; 51:1311-20. [PMID: 14982626 DOI: 10.1111/j.1365-2958.2003.03930.x] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
We have investigated the role of the RNA polymerase alpha subunit during MelR-dependent activation of transcription at the Escherichia coli melAB promoter. To do this, we used a simplified melAB promoter derivative that is dependent on MelR binding at two 18 bp sites, located from position -34 to -51 and from position -54 to -71, upstream of the transcription start site. Results from experiments with hydroxyl radical footprinting, and with RNA polymerase, carrying alpha subunits that were tagged with a chemical nuclease, show that the C-terminal domains of the RNA polymerase alpha subunits are located near position -52 and near position -72 during transcription activation. We demonstrate that the C-terminal domain of the RNA polymerase alpha subunit is needed for open complex formation, and we describe two experiments showing that the RNA polymerase alpha subunit can interact with MelR. Finally, we used alanine scanning to identify determinants in the C-terminal domain of the RNA polymerase alpha subunit that are important for MelR-dependent activation of the melAB promoter.
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Affiliation(s)
- David C Grainger
- School of Biosciences, The University of Birmingham, Edgbaston, Birmingham B15 2TT, UK
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25
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Grainger DC, Webster CL, Belyaeva TA, Hyde EI, Busby SJW. Transcription activation at the Escherichia coli melAB promoter: interactions of MelR with its DNA target site and with domain 4 of the RNA polymerase sigma subunit. Mol Microbiol 2004; 51:1297-309. [PMID: 14982625 DOI: 10.1111/j.1365-2958.2003.03929.x] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Activation of transcription initiation at the Escherichia coli melAB promoter is dependent on MelR, a transcription factor belonging to the AraC family. MelR binds to 18 bp target sites using two helix-turn-helix (HTH) motifs that are both located in its C-terminal domain. The melAB promoter contains four target sites for MelR. Previously, we showed that occupation of two of these sites, centred at positions -42.5 and -62.5 upstream of the melAB transcription start point, is sufficient for activation. We showed that MelR binds as a direct repeat to these sites, and we proposed a model to describe how the two HTH motifs are positioned. Here, we have used suppression genetics to confirm this model and to show that MelR residue 273, which is in HTH 2, interacts with basepair 13 of each target site. As our model for DNA-bound MelR suggests that HTH 2 must be adjacent to the melAB promoter -35 element, we searched this part of MelR for amino acid side-chains that might be able to interact with sigma. We describe genetic evidence to show that MelR residue 261 is close to residues 596 and 599 of the RNA polymerase sigma(70) subunit, and that they can interact. Similarly, MelR residue 265 is shown to be able to interact with residue 596 of sigma(70). In the final part of the work, we describe experiments in which the MelR binding site at position -42.5 was improved. We show that this is detrimental to MelR-dependent transcription activation because bound MelR is mispositioned so that it is unable to make 'correct' interactions with sigma.
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Affiliation(s)
- David C Grainger
- School of Biosciences, The University of Birmingham, Edgbaston, Birmingham B15 2TT, UK
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26
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Yamazaki H, Tomono A, Ohnishi Y, Horinouchi S. DNA-binding specificity of AdpA, a transcriptional activator in the A-factor regulatory cascade in Streptomyces griseus. Mol Microbiol 2004; 53:555-72. [PMID: 15228534 DOI: 10.1111/j.1365-2958.2004.04153.x] [Citation(s) in RCA: 80] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
AdpA, belonging to the AraC/XylS family, is the key transcriptional activator for a number of genes of various functions in the A-factor regulatory cascade in Streptomyces griseus. It consists of a ThiJ/PfpI/DJ-1-like dimerization domain at its N-terminal portion and a DNA-binding domain with two helix-turn-helix motifs at its C-terminal portion, representing a large subgroup of the AraC/XylS family. Uracil interference assay and missing T and GA interference assays on several AdpA binding sites, followed by gel mobility shift assays on systematically mutated binding sites, revealed a consensus AdpA-binding sequence, 5'-TGGCSNGWWY-3' (S: G or C; W: A or T; Y: T or C; N: any nucleotide). A dimer of AdpA bound a site including the two consensus sequences, with a space of 13-14 bp, as an inverted repeat (type I) at various positions, for example more than 200 bp upstream (-200) and 25 bp downstream (+25) from the transcriptional start point of the target gene. In addition, AdpA also bound a site including the consensus sequence in a single copy (type II) at positions, in most cases, from -40 to -50 and from -50 to -60. For transcriptional activation, some genes required simultaneous binding of a dimer of AdpA to type I and II sites, but others required only a single type I or type II site. AdpA bound mutated type I sites with various distances between the two consensus sequences with significant affinities, although the optimal distances for AdpA to bind were 13-14 bp and 2 bp. The DNA-binding domain is therefore connected to the ThiJ/PfpI/DJ-1-like dimerization domain with a flexible linker. The DNA-binding specificity of AdpA in conjunction with that of other AraC/XylS family members is discussed.
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Affiliation(s)
- Haruka Yamazaki
- Department of Biotechnology, Graduate School of Agriculture and Life Sciences, The University of Tokyo, Bunkyo-ku, Tokyo 113-8657, Japan
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27
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Barnard A, Wolfe A, Busby S. Regulation at complex bacterial promoters: how bacteria use different promoter organizations to produce different regulatory outcomes. Curr Opin Microbiol 2004; 7:102-8. [PMID: 15063844 DOI: 10.1016/j.mib.2004.02.011] [Citation(s) in RCA: 111] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Abstract
Most bacterial promoters are regulated by several signals. This is reflected in the complexity of their organization, with multiple binding sites for different transcription factors. Studies of a small number of complex promoters have revealed different distinct mechanisms that integrate the effects of multiple transcription factors.
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Affiliation(s)
- Anne Barnard
- School of Biosciences, The University of Birmingham, Edgbaston, Birmingham B15 2TT, UK
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28
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Grainger DC, Belyaeva TA, Lee DJ, Hyde EI, Busby SJW. Binding of the Escherichia coli MelR protein to the melAB promoter: orientation of MelR subunits and investigation of MelR-DNA contacts. Mol Microbiol 2003; 48:335-48. [PMID: 12675795 DOI: 10.1046/j.1365-2958.2003.t01-1-03434.x] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
The Escherichia coli MelR protein is a melibiose-triggered transcription factor, belonging to the AraC family, that activates transcription initiation at the melAB promoter. Activation is dependent on the binding of MelR to four 18 bp sites, centred at position -42.5 (site 2'), position -62.5 (site 2), position -100.5 (site 1) and position -120.5 (site 1') relative to the melAB transcription start point. Activation also depends on the binding of CRP to a single site located between MelR binding site 1 and site 2. All members of the AraC family contain two helix-turn-helix (HTH) motifs that contact two segments of the DNA major groove at target sites on the same DNA face. In this work, we have studied the binding of MelR to different sites at the melAB promoter, focusing on the orientation of binding of the two MelR HTH motifs, and the juxtaposition of the different bound MelR subunits with respect to each other. To do this, MelR was engineered to contain a single cysteine residue adjacent to either one or the other HTH motif. The MelR derivatives were purified, and the cysteine residues were tagged with p-bromoacetamidobenzyl-EDTA-Fe, an inorganic DNA cleavage reagent. Patterns of DNA cleavage after MelR binding were then used to determine the positions of the two HTH motifs at target sites. In order to simplify our analysis, we exploited an engineered derivative of the melAB promoter in which MelR binding to site 2 and site 2', in the absence of CRP, is sufficient for transcription activation. To assist in the interpretation of our results, we also used a shortened derivative of MelR, MelR173, that is able to bind to site 2 but not to site 2'. Our results show that MelR binds as a direct repeat to site 2 and site 2' with the C-terminal HTH located towards the promoter-proximal end of each site. The orientation in which MelR binds to site 2' appears to be determined by MelR-MelR interactions rather than by MelR-DNA interactions. In complementary experiments, we used genetic analysis to investigate the importance of different residues in the two HTH motifs of MelR. Epistasis experiments provided evidence that supports the proposed orientation of binding of MelR at its target site.
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Affiliation(s)
- David C Grainger
- School of Biosciences, The University of Birmingham, Edgbaston, Birmingham B15 2TT, UK
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29
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Mandrich L, Caputo E, Martin BM, Rossi M, Manco G. The Aes protein and the monomeric alpha-galactosidase from Escherichia coli form a non-covalent complex. Implications for the regulation of carbohydrate metabolism. J Biol Chem 2002; 277:48241-7. [PMID: 12374803 DOI: 10.1074/jbc.m207398200] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
Aes, a 36-kDa acetylesterase from Escherichia coli, belongs to the hormone-sensitive lipase family, and it is involved in the regulation of MalT, the transcriptional activator of the maltose regulon. The activity of MalT is depressed through a direct protein-protein interaction with Aes. Although the effect is clear-cut, the meaning of this interaction and the conditions that trigger it still remain elusive. To perform a comparative thermodynamic study between the mesophilic Aes protein and two homologous thermostable enzymes, Aes was overexpressed in E. coli and purified. At the last step of the purification procedure the enzyme was eluted from a Mono Q HR 5/5 column as a major form migrating, anomalously, at 56 kDa on a calibrated Superdex 75 column. A minor peak that contains the Aes protein and a polypeptide of 50 kDa was also detected. By a combined analysis of size-exclusion chromatography and surface-enhanced laser desorption ionization-time of flight mass spectrometry, it was possible to demonstrate the presence in this peak of a stable 87-kDa complex, containing the Aes protein itself and the 50-kDa polypeptide in a 1:1 ratio. The homodimeric molecular species of Aes and of the 50-kDa polypeptide were also detected. The esterase activity associated with the 87-kDa complex, when assayed with p-nitrophenyl butanoate as substrate, proved 6-fold higher than the activity of the major Aes form of 56 kDa. Amino-terminal sequencing highlighted that the 50-kDa partner of Aes in the complex was the alpha-galactosidase from E. coli. The E. coli cells harboring plasmid pT7-SCII-aes and, therefore, expressing Aes were hampered in their growth on a minimal medium containing raffinose as a sole carbon source. Because alpha-galactosidase is involved in the metabolism of raffinose, the above findings suggest a potential role of Aes in the regulation of carbohydrate metabolism in E. coli.
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Affiliation(s)
- Luigi Mandrich
- Istituto di Biochimica delle Proteine, Consiglio Nazionale delle Ricerche, Via P. Castellino 111, Napoli 80131, Italy
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30
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Peralta-Gil M, Segura D, Guzmán J, Servín-González L, Espín G. Expression of the Azotobacter vinelandii poly-beta-hydroxybutyrate biosynthetic phbBAC operon is driven by two overlapping promoters and is dependent on the transcriptional activator PhbR. J Bacteriol 2002; 184:5672-7. [PMID: 12270825 PMCID: PMC139623 DOI: 10.1128/jb.184.20.5672-5677.2002] [Citation(s) in RCA: 58] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
The Azotobacter vinelandii phbBAC genes encode the enzymes for poly-beta-hydroxybutyrate (PHB) synthesis. The phbR gene, which is located upstream of and in the opposite direction of phbBAC, encodes PhbR, a transcriptional activator which is a member of the AraC family of activators. Here we report that a mutation in phbR reduced PHB accumulation and transcription of a phbB-lacZ fusion. We also report that phbB is transcribed from two overlapping promoters, p(B)1 and p(B)2. The region corresponding to the -35 region of p(B)1 overlaps the p(B)2 -10 region. In the phbR mutant, expression of phbB from the p(B)1 promoter is significantly reduced, whereas expression from the p(B)2 promoter is slightly increased. Two phbR promoters, p(R)1 and p(R)2, were also identified. Transcription from p(R)2 was shown to be dependent on sigma(S). Six conserved 18-bp sites, designated R1 to R6, are present within the phbR-phbB intergenic region and are proposed to be putative binding targets for PhbR. R1 overlaps the -35 region of the p(B)1 promoter. A model for the regulation of phbB transcription by PhbR is proposed.
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Affiliation(s)
- Martín Peralta-Gil
- Departamento de Microbiología Molecular, Instituto de Biotecnología, Universidad Nacional Autónoma de México, Cuernavaca Morelos 62250, Mexico
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31
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Claret L, Hughes C. Interaction of the atypical prokaryotic transcription activator FlhD2C2 with early promoters of the flagellar gene hierarchy. J Mol Biol 2002; 321:185-99. [PMID: 12144778 DOI: 10.1016/s0022-2836(02)00600-9] [Citation(s) in RCA: 54] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
The transcriptional activator FlhD2C2 is the master regulator of bacterial flagellum biogenesis and swarming migration, activating the "early" class II promoters of the large flagellar gene hierarchy. Using primer extensions, band-shift assays, and enzymatic and chemical footprinting, we describe the binding of the FlhD2C2 heterotetramer to the promoter regions of four class II flagella operons, fliAZ, flhBA and the divergent flgAMN and flgBCD(EFGHIJ). Each of the promoter regions was bound by a single heterotetramer, i.e. the flgAMN and flgBCD operons are characterised by a single FlhD2C2 binding site. Binding affinity differed, and correlated with previously reported promoter strength and order of activation. Methylation protection and interference, and depurination and depyrimidation interference provided a detailed map of critical bases within a common 46-59bp DNaseI footprint overlapping the promoter -35 sequences. These data and compilation of the 12 known class II promoter sequences of Escherichia coli, Proteus mirabilis and Salmonella typhimurium allowed determination of a FlhD2C2 binding site with pseudo symmetry, comprising two 17-18bp inverted repeats, each a consensus FlhD2C2 box, separated by a 10-11bp spacer. DNaseI hypersensitivity indicated that binding may cause a conformational change in the promoter regions. Only the FlhC subunit can bind DNA independently, but the specificity and stability of the interaction is strengthened by FlhD. Here, photo-crosslinking established that both FlhC and the stabilising FlhD contact the DNA within the FlhD2C2 tetramer. Our data suggest that specificity of recognition and stability of the FlhD2C2/DNA complex require protein-protein interaction and interaction of both FlhC and FlhD subunits with DNA. These characteristics of the FlhD and FlhC subunits in the FlhD2C2/DNA complex are strikingly atypical of prokaryotic regulators.
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Affiliation(s)
- Laurent Claret
- Department of Pathology, University of Cambridge, Tennis Court Road, Cambridge, UK
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Howard VJ, Belyaeva TA, Busby SJW, Hyde EI. DNA binding of the transcription activator protein MelR from Escherichia coli and its C-terminal domain. Nucleic Acids Res 2002; 30:2692-700. [PMID: 12060687 PMCID: PMC117283 DOI: 10.1093/nar/gkf370] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2001] [Revised: 03/11/2002] [Accepted: 04/19/2002] [Indexed: 11/14/2022] Open
Abstract
MelR is an Escherichia coli transcription factor belonging to the AraC family. It activates expression of the melAB operon in response to melibiose. Full-length MelR (MelR303) binds to two pairs of sites upstream of the melAB transcription start site, denoted sites 1' and 1 and sites 2 and 2', and to a fifth site, R, which overlaps the divergent melR promoter. The C-terminal domain of MelR (MelR173) does not activate transcription. Here we show that, like MelR303, when MelR173 binds to sites 1 and 2 it recruits CRP to bind between these sites. Hence, the C-terminal domain is involved in heterologous interactions. MelR173 binds to the R site, which has 11 of 18 bp identical to sites 1 and 2 but, surprisingly, does not bind to site 1', which has 12 of 18 bp identical, nor to site 2'. Using electrophoretic mobility shift assays, we show that the binding of MelR303 to sites 1' and 2' is due to cooperative binding with the adjacent site. This homologous cooperativity requires the N-terminal domain of the protein. Activation of the melAB promoter requires MelR to occupy site 2', which overlaps the -35 hexamer. Hence, both domains of MelR are required for transcription activation.
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Affiliation(s)
- Victoria J Howard
- School of Biosciences, The University of Birmingham, Edgbaston, Birmingham B15 2TT, UK
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Bykowski T, van der Ploeg JR, Iwanicka-Nowicka R, Hryniewicz MM. The switch from inorganic to organic sulphur assimilation in Escherichia coli: adenosine 5'-phosphosulphate (APS) as a signalling molecule for sulphate excess. Mol Microbiol 2002; 43:1347-58. [PMID: 11918818 DOI: 10.1046/j.1365-2958.2002.02846.x] [Citation(s) in RCA: 49] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
The utilization of organosulphur compounds as sources of sulphur by Escherichia coli is strongly repressed by sulphate. To search for the signal enabling E. coli to alternate gene expression according to the sulphur source, we investigated the transcriptional control of the ssuEADCB operon, required for the transport and desulphonation of aliphatic sulphonates. We demonstrate that, of the two LysR-type regulators involved in expression from the ssu promoter, Cbl acts as a direct and sufficient activator of transcription in vivo and in vitro, whereas CysB downregulates the promoter efficiency. Most importantly, the Cbl-mediated transcription initiation at the ssu promoter in vitro is abolished in the presence of an early metabolite of the sulphate assimilatory pathway, adenosine 5'-phosphosulphate (APS). This role for APS was confirmed in vivo by measuring the expression of beta-galactosidase from a transcriptional ssu-lacZ fusion in strains containing different mutations blocking the synthesis and consumption of APS. Our data comprise the first evidence that APS may act as the negative cofactor of the transcriptional regulator Cbl, and that APS, and not sulphate itself, serves as the signalling molecule for sulphate excess.
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Affiliation(s)
- Tomasz Bykowski
- Institute of Biochemistry and Biophysics, Polish Academy of Sciences, Pawinskiego 5A, 02-106 Warsaw, Poland
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Wade JT, Belyaeva TA, Hyde EI, Busby SJ. A simple mechanism for co-dependence on two activators at an Escherichia coli promoter. EMBO J 2001; 20:7160-7. [PMID: 11742992 PMCID: PMC125794 DOI: 10.1093/emboj/20.24.7160] [Citation(s) in RCA: 49] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
The Escherichia coli melAB promoter is co-dependent upon two transcription activators, MelR and the cyclic AMP receptor protein, CRP. In this study we demonstrate positive co-operativity between the binding of MelR and CRP at the melAB promoter, which provides a simple mechanism for its co-dependence. MelR binds to four sites, centred at positions -42.5, -62.5, -100.5 and -120.5 relative to the melAB transcription start point. When MelR is pre-bound, CRP is able to bind to a target located between MelR at positions -62.5 and -100.5. This increases the occupation of the two downstream sites for MelR, which is essential for transcription activation. We have identified residues within activating region 1 (AR1) of CRP that are important in transcription activation of the melAB promoter. At simple CRP-dependent promoters, the surface of CRP containing these residues is involved in contacting the RNA polymerase alpha subunit. Our results show that, at the melAB promoter, the surface of CRP containing AR1 contacts MelR rather than RNA polymerase. Thus, MelR and CRP activate transcription by a novel mechanism in which they bind co-operatively to adjacent sites and form a bacterial enhanceosome.
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Affiliation(s)
| | | | | | - Stephen J.W. Busby
- School of Biosciences, The University of Birmingham, Edgbaston, Birmingham B15 2TT, UK
Corresponding author e-mail:
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Abstract
The AraC family of bacterial transcriptional activators regulate diverse genetic systems. Recent X-ray diffraction studies show that the monomeric MarA and Rob activators bind to their asymmetric degenerate DNA sites via two different helix-turn-helix elements. Activation by MarA, SoxS or Rob requires a particular orientation of the asymmetric binding sequence (and hence the activator), depending on its distance from the -10 RNAP signal. Genetic studies are beginning to clarify how the activators interact with RNAP. Growing evidence suggests that for the sugar metabolism activators, multiple binding sites upstream of the promoter anchor the activator in a repressing or nonactivating configuration. By interaction with the sugar and/or CRP, the activator is allosterically altered so it can bind a new set of sites that enable it to activate the promoter. Surprisingly, the virulence activator, Rns, must bind to both upstream and downstream sites in order to activate the rns promoter.
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Affiliation(s)
- R G Martin
- Laboratory of Molecular Biology, National Institute of Diabetes, Digestive and Kidney Diseases, National Institutes of Health, Bethesda, MD 20892-0560, USA.
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Richet E. Synergistic transcription activation: a dual role for CRP in the activation of an Escherichia coli promoter depending on MalT and CRP. EMBO J 2000; 19:5222-32. [PMID: 11013224 PMCID: PMC302108 DOI: 10.1093/emboj/19.19.5222] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Activation of the Escherichia coli malEp promoter relies on the formation of a higher order structure involving cooperative binding of MalT to promoter-proximal and promoter-distal sites as well as CRP binding to three sites located in between. MalT is the primary activator and one function of CRP is to facilitate cooperative binding of MalT to its cognate sites by bending the intervening DNA. It is shown here that CRP also participates directly in malEp activation. This function is carried out by the molecule of CRP bound to the CRP site centered at -139.5 (CRP site 3). This molecule of CRP recruits RNA polymerase by promoting the binding of the RNA polymerase alpha subunit C-terminal domain (alphaCTD) to DNA immediately downstream from CRP site 3, via a contact between alphaCTD and activating region I of CRP. The action of MalT and CRP at malEp hence provides the example of a novel and complex mechanism for transcriptional synergy in prokaryotes whereby one activator both helps the primary activator to form a productive complex with promoter DNA and interacts directly with RNA polymerase holoenzyme.
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Affiliation(s)
- E Richet
- Unité de Génétique Moléculaire, URA CNRS 1773, Institut Pasteur, 25, rue du Dr. Roux, 75724 Paris Cedex 15, France.
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Tamai E, Belyaeva TA, Busby SJ, Tsuchiya T. Mutations that increase the activity of the promoter of the Escherichia coli melibiose operon improve the binding of MelR, a transcription activator triggered by melibiose. J Biol Chem 2000; 275:17058-63. [PMID: 10747919 DOI: 10.1074/jbc.m000499200] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
MelR is an Escherichia coli transcription factor that activates expression of the melAB operon in response to the presence of melibiose in the environment. MelR stimulates transcription initiation at the melAB promoter by binding to four sites centered at positions -120.5, -100.5, -62.5, and -42.5 upstream of the transcript start point. In a previous study, we described a spontaneous mutant that exhibited increased melAB expression. Sequence analysis showed that this mutant carries five consecutive base changes at positions -49, -50, -51, -52, and -53 upstream of the melAB transcript start. Here we show that these changes improve MelR binding to the target site centered at position -42.5 at the melAB promoter and that this improvement is responsible for increased promoter activity. Thus, the activity of the melAB promoter is fixed by the occupation by MelR of a DNA site that overlaps the -35 hexamer: MelR appears to be a typical class II-type transcription activator.
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Affiliation(s)
- E Tamai
- Department of Microbiology, Faculty of Pharmaceutical Sciences, Okayama University, Tsushima, Okayama, 700-8530 Japan
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Wade JT, Belyaeva TA, Hyde EI, Busby SJ. Repression of the Escherichia coli melR promoter by MelR: evidence that efficient repression requires the formation of a repression loop. Mol Microbiol 2000; 36:223-9. [PMID: 10760179 DOI: 10.1046/j.1365-2958.2000.01850.x] [Citation(s) in RCA: 22] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
The Escherichia coli MelR protein is a transcription activator that, in the presence of melibiose, activates expression of the melAB operon by binding to four sites located just upstream of the melAB promoter. MelR is encoded by the melR gene, which is expressed from a divergent transcript that starts 237 bp upstream of the melAB promoter transcript start point. In a recent study, we have identified a fifth DNA site for MelR that overlaps the melR promoter transcript start and -10 region. Here we show that MelR binding to this site can downregulate expression from the melR promoter; thus, MelR autoregulates its own expression. Optimal repression of the melR promoter is observed in the absence of melibiose and requires one of the four other DNA sites for MelR at the melAB promoter. The two MelR binding sites required for this optimal repression are separated by 177 bp. We suggest that, in the absence of melibiose, MelR forms a loop between these two sites. We argue that, in the presence of melibiose, this loop is broken as the melAB promoter is activated. However, in the presence of melibiose, the melR promoter can still be partially repressed by MelR binding to the site that overlaps the transcript start and -10 region. Parallels with the Escherichia coli araC-araBAD regulatory region are discussed.
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Affiliation(s)
- J T Wade
- School of Biosciences, The University of Birmingham, Edgbaston, Birmingham B15 2TT, UK
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