1
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Norris V, Kayser C, Muskhelishvili G, Konto-Ghiorghi Y. The roles of nucleoid-associated proteins and topoisomerases in chromosome structure, strand segregation, and the generation of phenotypic heterogeneity in bacteria. FEMS Microbiol Rev 2023; 47:fuac049. [PMID: 36549664 DOI: 10.1093/femsre/fuac049] [Citation(s) in RCA: 10] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2022] [Revised: 12/06/2022] [Accepted: 12/21/2022] [Indexed: 12/24/2022] Open
Abstract
How to adapt to a changing environment is a fundamental, recurrent problem confronting cells. One solution is for cells to organize their constituents into a limited number of spatially extended, functionally relevant, macromolecular assemblies or hyperstructures, and then to segregate these hyperstructures asymmetrically into daughter cells. This asymmetric segregation becomes a particularly powerful way of generating a coherent phenotypic diversity when the segregation of certain hyperstructures is with only one of the parental DNA strands and when this pattern of segregation continues over successive generations. Candidate hyperstructures for such asymmetric segregation in prokaryotes include those containing the nucleoid-associated proteins (NAPs) and the topoisomerases. Another solution to the problem of creating a coherent phenotypic diversity is by creating a growth-environment-dependent gradient of supercoiling generated along the replication origin-to-terminus axis of the bacterial chromosome. This gradient is modulated by transcription, NAPs, and topoisomerases. Here, we focus primarily on two topoisomerases, TopoIV and DNA gyrase in Escherichia coli, on three of its NAPs (H-NS, HU, and IHF), and on the single-stranded binding protein, SSB. We propose that the combination of supercoiling-gradient-dependent and strand-segregation-dependent topoisomerase activities result in significant differences in the supercoiling of daughter chromosomes, and hence in the phenotypes of daughter cells.
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Affiliation(s)
- Vic Norris
- University of Rouen, Laboratory of Bacterial Communication and Anti-infection Strategies, EA 4312, 76821 Mont Saint Aignan, France
| | - Clara Kayser
- University of Rouen, Laboratory of Bacterial Communication and Anti-infection Strategies, EA 4312, 76821 Mont Saint Aignan, France
| | - Georgi Muskhelishvili
- Agricultural University of Georgia, School of Natural Sciences, 0159 Tbilisi, Georgia
| | - Yoan Konto-Ghiorghi
- University of Rouen, Laboratory of Bacterial Communication and Anti-infection Strategies, EA 4312, 76821 Mont Saint Aignan, France
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2
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Abstract
Although the process of genome encapsidation is highly conserved in tailed bacteriophages and eukaryotic double-stranded DNA viruses, there are two distinct packaging pathways that these viruses use to catalyze ATP-driven translocation of the viral genome into a preassembled procapsid shell. One pathway is used by ϕ29-like phages and adenoviruses, which replicate and subsequently package a monomeric, unit-length genome covalently attached to a virus/phage-encoded protein at each 5'-end of the dsDNA genome. In a second, more ubiquitous packaging pathway characterized by phage lambda and the herpesviruses, the viral DNA is replicated as multigenome concatemers linked in a head-to-tail fashion. Genome packaging in these viruses thus requires excision of individual genomes from the concatemer that are then translocated into a preassembled procapsid. Hence, the ATPases that power packaging in these viruses also possess nuclease activities that cut the genome from the concatemer at the beginning and end of packaging. This review focuses on proposed mechanisms of genome packaging in the dsDNA viruses using unit-length ϕ29 and concatemeric λ genome packaging motors as representative model systems.
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Affiliation(s)
- Carlos E Catalano
- Department of Pharmaceutical Sciences, Skaggs School of Pharmacy and Pharmaceutical Sciences, University of Colorado, Aurora, CO, United States.
| | - Marc C Morais
- Department of Biochemistry and Molecular Biology, Sealy Center for Structural and Molecular Biophysics, University of Texas Medical Branch at Galveston, Galveston, TX, United States
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3
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Hernández VM, Arteaga A, Dunn MF. Diversity, properties and functions of bacterial arginases. FEMS Microbiol Rev 2021; 45:6308370. [PMID: 34160574 DOI: 10.1093/femsre/fuab034] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2021] [Accepted: 06/17/2021] [Indexed: 02/07/2023] Open
Abstract
The metalloenzyme arginase hydrolyzes L-arginine to produce L-ornithine and urea. In bacteria, arginase has important functions in basic nitrogen metabolism and redistribution, production of the key metabolic precursor L-ornithine, stress resistance and pathogenesis. We describe the regulation and specific functions of the arginase pathway as well as summarize key characteristics of related arginine catabolic pathways. The use of arginase-derived ornithine as a precursor molecule is reviewed. We discuss the biochemical and transcriptional regulation of arginine metabolism, including arginase, with the latter topic focusing on the RocR and AhrC transcriptional regulators in the model organism Bacillus subtilis. Finally, we consider similarities and contrasts in the structure and catalytic mechanism of the arginases from Bacillus caldovelox and Helicobacter pylori. The overall aim of this review is to provide a panorama of the diversity of physiological functions, regulation, and biochemical features of arginases in a variety of bacterial species.
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Affiliation(s)
- Victor M Hernández
- Programa de Genómica Funcional de Procariotes, Centro de Ciencias Genómicas-Universidad Nacional Autonoma de México, Cuernavaca, Morelos, C.P. 62210, Mexico
| | - Alejandra Arteaga
- Programa de Genómica Funcional de Procariotes, Centro de Ciencias Genómicas-Universidad Nacional Autonoma de México, Cuernavaca, Morelos, C.P. 62210, Mexico
| | - Michael F Dunn
- Programa de Genómica Funcional de Procariotes, Centro de Ciencias Genómicas-Universidad Nacional Autonoma de México, Cuernavaca, Morelos, C.P. 62210, Mexico
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4
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Iyer MS, Pal A, Srinivasan S, Somvanshi PR, Venkatesh KV. Global Transcriptional Regulators Fine-Tune the Translational and Metabolic Efficiency for Optimal Growth of Escherichia coli. mSystems 2021; 6:e00001-21. [PMID: 33785570 PMCID: PMC8546960 DOI: 10.1128/msystems.00001-21] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2021] [Accepted: 02/25/2021] [Indexed: 12/13/2022] Open
Abstract
Global transcriptional regulators coordinate complex genetic interactions that bestow better adaptability for an organism against external and internal perturbations. These transcriptional regulators are known to control an enormous array of genes with diverse functionalities. However, regulator-driven molecular mechanisms that underpin precisely tuned translational and metabolic processes conducive for rapid exponential growth remain obscure. Here, we comprehensively reveal the fundamental role of global transcriptional regulators FNR, ArcA, and IHF in sustaining translational and metabolic efficiency under glucose fermentative conditions in Escherichia coli By integrating high-throughput gene expression profiles and absolute intracellular metabolite concentrations, we illustrate that these regulators are crucial in maintaining nitrogen homeostasis, govern expression of otherwise unnecessary or hedging genes, and exert tight control on metabolic bottleneck steps. Furthermore, we characterize changes in expression and activity profiles of other coregulators associated with these dysregulated metabolic pathways, determining the regulatory interactions within the transcriptional regulatory network. Such systematic findings emphasize their importance in optimizing the proteome allocation toward metabolic enzymes as well as ribosomes, facilitating condition-specific phenotypic outcomes. Consequentially, we reveal that disruption of this inherent trade-off between ribosome and metabolic proteome economy due to the loss of regulators resulted in lowered growth rates. Moreover, our findings reinforce that the accumulations of intracellular metabolites in the event of proteome repartitions negatively affects the glucose uptake. Overall, by extending the three-partition proteome allocation theory concordant with multi-omics measurements, we elucidate the physiological consequences of loss of global regulators on central carbon metabolism restraining the organism to attain maximal biomass synthesis.IMPORTANCE Cellular proteome allocation in response to environmental or internal perturbations governs their eventual phenotypic outcome. This entails striking an effective balance between amino acid biosynthesis by metabolic proteins and its consumption by ribosomes. However, the global transcriptional regulator-driven molecular mechanisms that underpin their coordination remains unexplored. Here, we emphasize that global transcriptional regulators, known to control expression of a myriad of genes, are fundamental for precisely tuning the translational and metabolic efficiencies that define the growth optimality. Towards this, we systematically characterized the single deletion effect of FNR, ArcA, and IHF regulators of Escherichia coli on exponential growth under anaerobic glucose fermentative conditions. Their absence disrupts the stringency of proteome allocation, which manifests as impairment in key metabolic processes and an accumulation of intracellular metabolites. Furthermore, by incorporating an extension to the empirical growth laws, we quantitatively demonstrate the general design principles underlying the existence of these regulators in E. coli.
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Affiliation(s)
- Mahesh S Iyer
- Department of Chemical Engineering, Indian Institute of Technology Bombay, Mumbai, India
| | - Ankita Pal
- Department of Chemical Engineering, Indian Institute of Technology Bombay, Mumbai, India
| | - Sumana Srinivasan
- Department of Chemical Engineering, Indian Institute of Technology Bombay, Mumbai, India
| | - Pramod R Somvanshi
- Department of Chemical Engineering, Indian Institute of Technology Bombay, Mumbai, India
| | - K V Venkatesh
- Department of Chemical Engineering, Indian Institute of Technology Bombay, Mumbai, India
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5
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Novak J, Fabrik I, Jurnecka D, Holubova J, Stanek O, Sebo P. Bordetella pertussis Acetylome is Shaped by Lysine Deacetylase Bkd1. J Proteome Res 2020; 19:3680-3696. [PMID: 32674575 DOI: 10.1021/acs.jproteome.0c00178] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Post-translational modifications of proteins enable swift physiological adaptation of cells to altered growth conditions and stress. Aside from protein phosphorylation, acetylation on ε-amino groups of lysine residues (N-ε-lysine acetylation) represents another important post-translational modification of proteins. For many bacterial pathogens, including the whooping cough agent Bordetella pertussis, the role and extent of protein acetylation remain to be defined. We expressed in Escherichia coli the BP0960 and BP3063 genes encoding two putative deacetylases of B. pertussis and show that BP0960 encodes a lysine deacetylase enzyme, named Bkd1, that regulates acetylation of a range of B. pertussis proteins. Comparison of the proteome and acetylome of a Δbkd1 mutant with the proteome and acetylome of wild-type B. pertussis (PRIDE ID. PXD016384) revealed that acetylation on lysine residues may modulate activities or stabilities of proteins involved in bacterial metabolism and histone-like proteins. However, increased acetylation of the BvgA response regulator protein of the B. pertussis master virulence-regulating BvgAS two-component system affected neither the total levels of produced BvgA nor its phosphorylation status. Indeed, the Δbkd1 mutant was not impaired in the production of key virulence factors and its survival within human macrophages in vitro was not affected. The Δbkd1 mutant exhibited an increased growth rate under carbon source-limiting conditions and its virulence in the in vivo mouse lung infection model was somewhat affected. These results indicate that the lysine deacetylase Bkd1 and N-ε-lysine acetylation primarily modulate the general metabolism rather than the virulence of B. pertussis.
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Affiliation(s)
- Jakub Novak
- Institute of Microbiology of the Czech Academy of Sciences, Prague 14220, Czech Republic.,Faculty of Science, Charles University, Prague 11636, Czech Republic
| | - Ivo Fabrik
- Biomedical Research Center, University Hospital Hradec Kralove, Hradec Kralove 50005, Czech Republic
| | - David Jurnecka
- Institute of Microbiology of the Czech Academy of Sciences, Prague 14220, Czech Republic.,Faculty of Science, Charles University, Prague 11636, Czech Republic
| | - Jana Holubova
- Institute of Microbiology of the Czech Academy of Sciences, Prague 14220, Czech Republic
| | - Ondrej Stanek
- Institute of Microbiology of the Czech Academy of Sciences, Prague 14220, Czech Republic
| | - Peter Sebo
- Institute of Microbiology of the Czech Academy of Sciences, Prague 14220, Czech Republic
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6
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IHF stabilizes pathogenicity island I of uropathogenic Escherichia coli strain 536 by attenuating integrase I promoter activity. Sci Rep 2020; 10:9397. [PMID: 32523028 PMCID: PMC7286903 DOI: 10.1038/s41598-020-66215-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2020] [Accepted: 05/12/2020] [Indexed: 11/19/2022] Open
Abstract
Pathogenicity islands (PAIs) represent horizontally acquired chromosomal regions and encode their cognate integrase, which mediates chromosomal integration and excision of the island. These site-specific recombination reactions have to be tightly controlled to maintain genomic stability, and their directionality depends on accessory proteins. The integration host factor (IHF) and the factor for inversion stimulation (Fis) are often involved in recombinogenic complex formation and controlling the directionality of the recombination reaction. We investigated the role of the accessory host factors IHF and Fis in controlling the stability of six PAIs in uropathogenic Escherichia coli strain 536. By comparing the loss of individual PAIs in the presence or absence of IHF or Fis, we showed that IHF specifically stabilized PAI I536 and that in particular the IHFB subunit seems to be important for this function. We employed complex genetic studies to address the role of IHF in PAI I536-encoded integrase (IntI) expression. Based on different YFP-reporter constructs and electrophoretic mobility shift assays we demonstrated that IntI acts a strong repressor of its own synthesis, and that IHF binding to the intI promoter region reduces the probability of intI promoter activation. Our results extend the current knowledge of the role of IHF in controlling directionality of site specific recombination reactions and thus PAI stability.
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7
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Laviña WA, Sakurai SSM, Pontrelli S, Putri SP, Fukusaki E. Metabolomics Analysis Reveals Global Metabolic Changes in the Evolved E. coli Strain with Improved Growth and 1-Butanol Production in Minimal Medium. Metabolites 2020; 10:metabo10050192. [PMID: 32414016 PMCID: PMC7281505 DOI: 10.3390/metabo10050192] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2020] [Revised: 04/29/2020] [Accepted: 05/07/2020] [Indexed: 11/30/2022] Open
Abstract
Production of 1-butanol from microorganisms has garnered significant interest due to its prospect as a drop-in biofuel and precursor for a variety of commercially relevant chemicals. Previously, high 1-butanol titer has been reported in Escherichia coli strain JCL166, which contains a modified clostridial 1-butanol pathway. Although conventional and metabolomics-based strain improvement strategies of E. coli strain JCL166 have been successful in improving production in rich medium, 1-butanol titer was severely limited in minimal medium. To further improve growth and consequently 1-butanol production in minimal medium, adaptive laboratory evolution (ALE) using mutD5 mutator plasmid was done on JCL166. Comparative metabolomics analysis of JCL166 and BP1 revealed global perturbations in the evolved strain BP1 compared to JCL166 (44 out of 64 metabolites), encompassing major metabolic pathways such as glycolysis, nucleotide biosynthesis, and CoA-related processes. Collectively, these metabolic changes in BP1 result in improved growth and, consequently, 1-butanol production in minimal medium. Furthermore, we found that the mutation in ihfB caused by ALE had a significant effect on the metabolome profile of the evolved strain. This study demonstrates how metabolomics was utilized for characterization of ALE-developed strains to understand the overall effect of mutations acquired through evolution.
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Affiliation(s)
- Walter A. Laviña
- Microbiology Division, Institute of Biological Sciences, University of the Philippines Los Baños, Los Baños, Laguna 4031, Philippines;
| | - Sana Subhan Memon Sakurai
- Department of Biotechnology, Graduate School of Engineering, Osaka University, 2-1 Yamadaoka, Suita, Osaka 565-0871, Japan; (S.S.M.S.); (S.P.P.)
| | - Sammy Pontrelli
- Institute of Molecular Systems Biology, D-BIOL, ETH Zurich, 8092 Zurich, Switzerland;
| | - Sastia Prama Putri
- Department of Biotechnology, Graduate School of Engineering, Osaka University, 2-1 Yamadaoka, Suita, Osaka 565-0871, Japan; (S.S.M.S.); (S.P.P.)
| | - Eiichiro Fukusaki
- Department of Biotechnology, Graduate School of Engineering, Osaka University, 2-1 Yamadaoka, Suita, Osaka 565-0871, Japan; (S.S.M.S.); (S.P.P.)
- Correspondence: ; Tel.: +81-6-6879-7416
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8
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Huang T, Yuan H, Fan L, Moregen M. H-NS, IHF, and DnaA lead to changes in nucleoid organizations, replication initiation, and cell division. J Basic Microbiol 2019; 60:136-148. [PMID: 32011760 DOI: 10.1002/jobm.201900497] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2019] [Revised: 10/08/2019] [Accepted: 10/18/2019] [Indexed: 12/29/2022]
Abstract
Histone-like nucleoid-structuring protein (H-NS) and integration host factor (IHF) are major nucleoid-associated proteins, and DnaA, a replication initiator, may also be related with nucleoid compaction. It has been shown that protein-dependent DNA compaction is related with many aspects of bacterial physiology, including transcription, DNA replication, and site-specific recombination. However, the mechanism of bacterial physiology resulting from nucleoid compaction remains unknown. Here, we show that H-NS is important for correct nucleoid compaction in a medium-independent manner. H-NS-mediated nucleoid compaction is not required for correct cell division, but the latter is dependent on H-NS in rich medium. Further, it is found that the IHFα-mediated nucleoid compaction is needed for correct cell division, and the effect is dependent on medium. Also, we show that the effects of H-NS and IHF on nucleoid compaction are cumulative. Interestingly, DnaA also plays an important role in nucleoid compaction, and the effect of DnaA on nucleoid compaction appears to be related to cell division in a medium-dependent manner. The results presented here suggest that scrambled initiation of replication, improper cell division, and slow growth is likely associated with disturbances in nucleoid organization directly or indirectly.
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Affiliation(s)
- Tingting Huang
- State Key Laboratory of Reproductive Regulation and Breeding of Grassland Livestock, School of Life Sciences, Inner Mongolia University, Hohhot, China.,Daban No. 1 Middle School, Chifeng, China
| | - Hong Yuan
- State Key Laboratory of Reproductive Regulation and Breeding of Grassland Livestock, School of Life Sciences, Inner Mongolia University, Hohhot, China.,Basic Medical College, Inner Mongolia Medical University, Hohhot, China
| | - Lifei Fan
- State Key Laboratory of Reproductive Regulation and Breeding of Grassland Livestock, School of Life Sciences, Inner Mongolia University, Hohhot, China
| | - Morigen Moregen
- State Key Laboratory of Reproductive Regulation and Breeding of Grassland Livestock, School of Life Sciences, Inner Mongolia University, Hohhot, China
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9
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Bervoets I, Charlier D. Diversity, versatility and complexity of bacterial gene regulation mechanisms: opportunities and drawbacks for applications in synthetic biology. FEMS Microbiol Rev 2019; 43:304-339. [PMID: 30721976 PMCID: PMC6524683 DOI: 10.1093/femsre/fuz001] [Citation(s) in RCA: 87] [Impact Index Per Article: 17.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2018] [Accepted: 01/21/2019] [Indexed: 12/15/2022] Open
Abstract
Gene expression occurs in two essential steps: transcription and translation. In bacteria, the two processes are tightly coupled in time and space, and highly regulated. Tight regulation of gene expression is crucial. It limits wasteful consumption of resources and energy, prevents accumulation of potentially growth inhibiting reaction intermediates, and sustains the fitness and potential virulence of the organism in a fluctuating, competitive and frequently stressful environment. Since the onset of studies on regulation of enzyme synthesis, numerous distinct regulatory mechanisms modulating transcription and/or translation have been discovered. Mostly, various regulatory mechanisms operating at different levels in the flow of genetic information are used in combination to control and modulate the expression of a single gene or operon. Here, we provide an extensive overview of the very diverse and versatile bacterial gene regulatory mechanisms with major emphasis on their combined occurrence, intricate intertwinement and versatility. Furthermore, we discuss the potential of well-characterized basal expression and regulatory elements in synthetic biology applications, where they may ensure orthogonal, predictable and tunable expression of (heterologous) target genes and pathways, aiming at a minimal burden for the host.
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Affiliation(s)
- Indra Bervoets
- Research Group of Microbiology, Department of Bioengineering Sciences, Vrije Universiteit Brussel, Pleinlaan 2, B-1050 Brussels, Belgium
| | - Daniel Charlier
- Research Group of Microbiology, Department of Bioengineering Sciences, Vrije Universiteit Brussel, Pleinlaan 2, B-1050 Brussels, Belgium
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10
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Chen M, Zhang Y, Li Z, Li A, Liu W, Liu L, Chen Z. A Novel Gene Selection Algorithm based on Sparse Representation and Minimum-redundancy Maximum-relevancy of Maximum Compatibility Center. CURR PROTEOMICS 2019. [DOI: 10.2174/1570164616666190123144020] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Background:
Tumor classification is important for accurate diagnosis and personalized
treatment and has recently received great attention. Analysis of gene expression profile has shown relevant
biological significance and thus has become a research hotspot and a new challenge for bio-data
mining. In the research methods, some algorithms can identify few genes but with great time
complexity, some algorithms can get small time complex methods but with unsatisfactory classification
accuracy, this article proposed a new extraction method for gene expression profile.
Methods:
In this paper, we propose a classification method for tumor subtypes based on the Minimum-
Redundancy Maximum-Relevancy (MRMR) of maximum compatibility center. First, we performed a
fuzzy clustering of gene expression profiles based on the compatibility relation. Next, we used the
sparse representation coefficient to assess the importance of the gene for the category, extracted the
top-ranked genes, and removed the uncorrelated genes. Finally, the MRMR search strategy was used to
select the characteristic gene, reject the redundant gene, and obtain the final subset of characteristic
genes.
Results:
Our method and four others were tested on four different datasets to verify its effectiveness.
Results show that the classification accuracy and standard deviation of our method are better than
those of other methods.
Conclusion:
Our proposed method is robust, adaptable, and superior in classification. This method can
help us discover the susceptibility genes associated with complex diseases and understand the interaction
between these genes. Our technique provides a new way of thinking and is important to understand
the pathogenesis of complex diseases and prevent diseases, diagnosis and treatment.
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Affiliation(s)
- Min Chen
- School of Computer Science and Technology, Hunan Institute of Technology, 421002 Hengyang, China
| | - Yi Zhang
- School of Information Science and Engineering, Guilin University of Technology, 541004 Guilin, China
| | - Zejun Li
- School of Computer Science and Technology, Hunan Institute of Technology, 421002 Hengyang, China
| | - Ang Li
- School of Computer Science and Technology, Hunan Institute of Technology, 421002 Hengyang, China
| | - Wenhua Liu
- School of Computer Science and Technology, Hunan Institute of Technology, 421002 Hengyang, China
| | - Liubin Liu
- Cloud Collaboration Technology Group, Cisco System Inc., 95035 Milpitas, CA, United States
| | - Zheng Chen
- School of Computer Science and Technology, Hunan Institute of Technology, 421002 Hengyang, China
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11
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Chen X, Yu C, Li S, Li X, Liu Q. Integration Host Factor Is Essential for Biofilm Formation, Extracellular Enzyme, Zeamine Production, and Virulence in Dickeya zeae. MOLECULAR PLANT-MICROBE INTERACTIONS : MPMI 2019; 32:325-335. [PMID: 30226395 DOI: 10.1094/mpmi-04-18-0096-r] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/08/2023]
Abstract
Dickeya zeae is a globally important pathogenic bacterium that infects many crops, including rice, maize, potato, and banana. Bacterial foot rot of rice caused by D. zeae is one of the most important bacterial diseases of rice in China and some Southeast Asian countries. To investigate the functions of integration host factor (IHF) in D. zeae, we generated knockout mutants of ihfA and ihfB. Phenotypic assays showed that both the ΔihfA and ΔihfB strains had greatly reduced mobility, biofilm formation, extracellular protease, and pectinase activities, and toxin production compared with the wild-type strain. In addition, the mutants did not inhibit the germination of rice seeds, failed to cause soft rot in potatoes and a hypersensitive response in tobacco, and were avirulent in rice. Quantitative reverse-transcription polymerase chain reaction analysis demonstrated that IHF positively regulates the expression of zmsA, hrpN/Y, pelA/B/C, pehX, celZ, prtG, fliC, and DGC (diguanylate cyclase). Electrophoretic mobility shift assays further confirmed that IhfA binds to the promoter region of the DGC gene and may alter the levels of a second bacterial messenger, c-di-GMP, to regulate the pathogenicity or other physiological functions of D. zeae. In summary, IHF is an important integrated regulator of pathogenicity in D. zeae.
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Affiliation(s)
- Xuefeng Chen
- State Key Laboratory of Conservation and Utilization of Subtropical Agro-bioresources, Guangdong Province Key Laboratory of Microbial Signals and Disease Control, College of Agriculture, South China Agricultural University, Guangzhou 510642, China
| | - Chengpeng Yu
- State Key Laboratory of Conservation and Utilization of Subtropical Agro-bioresources, Guangdong Province Key Laboratory of Microbial Signals and Disease Control, College of Agriculture, South China Agricultural University, Guangzhou 510642, China
| | - Shuangchun Li
- State Key Laboratory of Conservation and Utilization of Subtropical Agro-bioresources, Guangdong Province Key Laboratory of Microbial Signals and Disease Control, College of Agriculture, South China Agricultural University, Guangzhou 510642, China
| | - Xinwei Li
- State Key Laboratory of Conservation and Utilization of Subtropical Agro-bioresources, Guangdong Province Key Laboratory of Microbial Signals and Disease Control, College of Agriculture, South China Agricultural University, Guangzhou 510642, China
| | - Qiongguang Liu
- State Key Laboratory of Conservation and Utilization of Subtropical Agro-bioresources, Guangdong Province Key Laboratory of Microbial Signals and Disease Control, College of Agriculture, South China Agricultural University, Guangzhou 510642, China
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12
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Taniguchi S, Kasho K, Ozaki S, Katayama T. Escherichia coli CrfC Protein, a Nucleoid Partition Factor, Localizes to Nucleoid Poles via the Activities of Specific Nucleoid-Associated Proteins. Front Microbiol 2019; 10:72. [PMID: 30792700 PMCID: PMC6374313 DOI: 10.3389/fmicb.2019.00072] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2018] [Accepted: 01/15/2019] [Indexed: 12/17/2022] Open
Abstract
The Escherichia coli CrfC protein is an important regulator of nucleoid positioning and equipartition. Previously we revealed that CrfC homo-oligomers bind the clamp, a DNA-binding subunit of the DNA polymerase III holoenzyme, promoting colocalization of the sister replication forks, which ensures the nucleoid equipartition. In addition, CrfC localizes at the cell pole-proximal loci via an unknown mechanism. Here, we demonstrate that CrfC localizes to the distinct subnucleoid structures termed nucleoid poles (the cell pole-proximal nucleoid-edges) even in elongated cells as well as in wild-type cells. Systematic analysis of the nucleoid-associated proteins (NAPs) and related proteins revealed that HU, the most abundant NAP, and SlmA, the nucleoid occlusion factor regulating the localization of cell division apparatus, promote the specific localization of CrfC foci. When the replication initiator DnaA was inactivated, SlmA and HU were required for formation of CrfC foci. In contrast, when the replication initiation was inhibited with a specific mutant of the helicase-loader DnaC, CrfC foci were sustained independently of SlmA and HU. H-NS, which forms clusters on AT-rich DNA regions, promotes formation of CrfC foci as well as transcriptional regulation of crfC. In addition, MukB, the chromosomal structure mainetanice protein, and SeqA, a hemimethylated nascent DNA region-binding protein, moderately stimulated formation of CrfC foci. However, IHF, a structural homolog of HU, MatP, the replication terminus-binding protein, Dps, a stress-response factor, and FtsZ, an SlmA-interacting factor in cell division apparatus, little or only slightly affected CrfC foci formation and localization. Taken together, these findings suggest a novel and unique mechanism that CrfC localizes to the nucleoid poles in two steps, assembly and recruitment, dependent upon HU, MukB, SeqA, and SlmA, which is stimulated directly or indirectly by H-NS and DnaA. These factors might concordantly affect specific nucleoid substructures. Also, these nucleoid dynamics might be significant in the role for CrfC in chromosome partition.
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Affiliation(s)
- Saki Taniguchi
- Department of Molecular Biology, Graduate School of Pharmaceutical Sciences, Kyushu University, Fukuoka, Japan
| | - Kazutoshi Kasho
- Department of Molecular Biology, Graduate School of Pharmaceutical Sciences, Kyushu University, Fukuoka, Japan
| | - Shogo Ozaki
- Department of Molecular Biology, Graduate School of Pharmaceutical Sciences, Kyushu University, Fukuoka, Japan
| | - Tsutomu Katayama
- Department of Molecular Biology, Graduate School of Pharmaceutical Sciences, Kyushu University, Fukuoka, Japan
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13
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Chatterjee R, Shreenivas MM, Sunil R, Chakravortty D. Enteropathogens: Tuning Their Gene Expression for Hassle-Free Survival. Front Microbiol 2019; 9:3303. [PMID: 30687282 PMCID: PMC6338047 DOI: 10.3389/fmicb.2018.03303] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2018] [Accepted: 12/19/2018] [Indexed: 12/27/2022] Open
Abstract
Enteropathogenic bacteria have been the cause of the majority of foodborne illnesses. Much of the research has been focused on elucidating the mechanisms by which these pathogens evade the host immune system. One of the ways in which they achieve the successful establishment of a niche in the gut microenvironment and survive is by a chain of elegantly regulated gene expression patterns. Studies have shown that this process is very elaborate and is also regulated by several factors. Pathogens like, enteropathogenic Escherichia coli (EPEC), Salmonella Typhimurium, Shigellaflexneri, Yersinia sp. have been seen to employ various regulated gene expression strategies. These include toxin-antitoxin systems, quorum sensing systems, expression controlled by nucleoid-associated proteins (NAPs), several regulons and operons specific to these pathogens. In the following review, we have tried to discuss the common gene regulatory systems of enteropathogenic bacteria as well as pathogen-specific regulatory mechanisms.
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Affiliation(s)
- Ritika Chatterjee
- Department of Microbiology and Cell Biology, Indian Institute of Science, Bengaluru, India.,Division of Biological Sciences, Indian Institute of Science, Bengaluru, India
| | - Meghanashree M Shreenivas
- Department of Microbiology and Cell Biology, Indian Institute of Science, Bengaluru, India.,Division of Biological Sciences, Indian Institute of Science, Bengaluru, India.,Undergraduate Studies, Indian Institute of Science, Bengaluru, India
| | - Rohith Sunil
- Department of Microbiology and Cell Biology, Indian Institute of Science, Bengaluru, India.,Division of Biological Sciences, Indian Institute of Science, Bengaluru, India.,Undergraduate Studies, Indian Institute of Science, Bengaluru, India
| | - Dipshikha Chakravortty
- Department of Microbiology and Cell Biology, Indian Institute of Science, Bengaluru, India.,Division of Biological Sciences, Indian Institute of Science, Bengaluru, India.,Centre for Biosystems Science and Engineering, Indian Institute of Science, Bengaluru, India
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14
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Post-translational modification of nucleoid-associated proteins: an extra layer of functional modulation in bacteria? Biochem Soc Trans 2018; 46:1381-1392. [PMID: 30287510 DOI: 10.1042/bst20180488] [Citation(s) in RCA: 36] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2018] [Revised: 08/31/2018] [Accepted: 09/04/2018] [Indexed: 01/08/2023]
Abstract
Post-translational modification (PTM) of histones has been investigated in eukaryotes for years, revealing its widespread occurrence and functional importance. Many PTMs affect chromatin folding and gene activity. Only recently the occurrence of such modifications has been recognized in bacteria. However, it is unclear whether PTM of the bacterial counterparts of eukaryotic histones, nucleoid-associated proteins (NAPs), bears a comparable significance. Here, we scrutinize proteome mass spectrometry data for PTMs of the four most abundantly present NAPs in Escherichia coli (H-NS, HU, IHF and FIS). This approach allowed us to identify a total of 101 unique PTMs in the 11 independent proteomic studies covered in this review. Combined with structural and genetic information on these proteins, we describe potential effects of these modifications (perturbed DNA-binding, structural integrity or interaction with other proteins) on their function.
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15
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Pontrelli S, Fricke RCB, Sakurai SSM, Putri SP, Fitz-Gibbon S, Chung M, Wu HY, Chen YJ, Pellegrini M, Fukusaki E, Liao JC. Directed strain evolution restructures metabolism for 1-butanol production in minimal media. Metab Eng 2018; 49:153-163. [PMID: 30107263 DOI: 10.1016/j.ymben.2018.08.004] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2018] [Revised: 06/30/2018] [Accepted: 08/10/2018] [Indexed: 01/02/2023]
Abstract
Engineering a microbial strain for production sometimes entails metabolic modifications that impair essential physiological processes for growth or production. Restoring these functions may require amending a variety of non-obvious physiological networks, and thus, rational design strategies may not be practical. Here we demonstrate that growth and production may be restored by evolution that repairs impaired metabolic function. Furthermore, we use genomics, metabolomics and proteomics to identify several underlying mutations and metabolic perturbations that allow metabolism to repair. Previously, high titers of butanol production were achieved by Escherichia coli using a growth-coupled, modified Clostridial CoA-dependent pathway after all native fermentative pathways were deleted. However, production was only observed in rich media. Native metabolic function of the host was unable to support growth and production in minimal media. We use directed cell evolution to repair this phenotype and observed improved growth, titers and butanol yields. We found a mutation in pcnB which resulted in decreased plasmid copy numbers and pathway enzymes to balance resource utilization. Increased protein abundance was measured for biosynthetic pathways, glycolytic enzymes have increased activity, and adenosyl energy charge was increased. We also found mutations in the ArcAB two-component system and integration host factor (IHF) that tune redox metabolism to alter byproduct formation. These results demonstrate that directed strain evolution can enable systematic adaptations to repair metabolic function and enhance microbial production. Furthermore, these results demonstrate the versatile repair capabilities of cell metabolism and highlight important aspects of cell physiology that are required for production in minimal media.
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Affiliation(s)
- Sammy Pontrelli
- Department of Chemical and Biomolecular Engineering, University of California, Los Angeles (UCLA), United States
| | - Riley C B Fricke
- Department of Chemical and Biomolecular Engineering, University of California, Los Angeles (UCLA), United States
| | | | - Sastia Prama Putri
- Department of Biotechnology, Graduate School of Engineering, Osaka University, Japan
| | - Sorel Fitz-Gibbon
- Institute of Genomics and Proteomics, University of California, Los Angeles, United States
| | - Matthew Chung
- Department of Chemical and Biomolecular Engineering, University of California, Los Angeles (UCLA), United States
| | - Hsin-Yi Wu
- Instrumentation Center, National Taiwan University, Taipei, Taiwan
| | - Yu-Ju Chen
- Institute of Chemistry, Academia Sinica, Taipei, Taiwan
| | - Matteo Pellegrini
- Institute of Genomics and Proteomics, University of California, Los Angeles, United States; Department of Molecular, Cell, and Developmental Biology, University of California, Los Angeles, United States
| | - Eiichiro Fukusaki
- Department of Biotechnology, Graduate School of Engineering, Osaka University, Japan
| | - James C Liao
- Institute of Biological Chemistry, Academia Sinica, Taipei, Taiwan.
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16
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Pan J, Zhao M, Huang Y, Li J, Liu X, Ren Z, Kan B, Liang W. Integration Host Factor Modulates the Expression and Function of T6SS2 in Vibrio fluvialis. Front Microbiol 2018; 9:962. [PMID: 29867866 PMCID: PMC5963220 DOI: 10.3389/fmicb.2018.00962] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2018] [Accepted: 04/24/2018] [Indexed: 01/26/2023] Open
Abstract
Vibrio fluvialis, an emerging foodborne pathogen of increasing public health concern, contains two distinct gene clusters encoding type VI secretion system (T6SS), the most newly discovered secretion pathway in Gram-negative bacteria. Previously we have shown that one of the two T6SS clusters, namely VflT6SS2, is active and associates with anti-bacterial activity. However, how its activity is regulated is not completely understood. Here, we report that the global regulator integration host factor (IHF) positively modulates the expression and thus the function of VflT6SS2 through co-regulating its major cluster and tssD2-tssI2 (also known as hcp-vgrG) orphan clusters. Specifically, reporter gene activity assay showed that IHF transactivates the major and orphan clusters of VflT6SS2, while deletion of either ihfA or ihfB, the genes encoding the IHF subunits, decreased their promoter activities and mRNA levels of tssB2, vasH, and tssM2 for the selected major cluster genes and tssD2 and tssI2 for the selected orphan cluster genes. Subsequently, the direct bindings of IHF to the promoter regions of the major and orphan clusters were confirmed by electrophoretic mobility shift assay (EMSA). Site-directed mutagenesis combined with reporter gene activity assay or EMSA pinpointed the exact binding sites of IHF in the major and orphan cluster promoters, with two sites in the major cluster promoter, consisting with its two observed shifted bands in EMSA. Functional studies showed that the expression and secretion of hemolysin-coregulated protein (Hcp) and the VflT6SS2-mediated antibacterial virulence were severely abrogated in the deletion mutants of ΔihfA and ΔihfB, but restored when their trans-complemented plasmids were introduced, suggesting that IHF mostly contributes to environmental survival of V. fluvialis by directly binding and modulating the transactivity and function of VflT6SS2.
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Affiliation(s)
- Jingjing Pan
- State Key Laboratory of Infectious Disease Prevention and Control, and National Institute for Communicable Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, China
| | - Meng Zhao
- State Key Laboratory of Infectious Disease Prevention and Control, and National Institute for Communicable Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, China
| | - Yuanming Huang
- State Key Laboratory of Infectious Disease Prevention and Control, and National Institute for Communicable Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, China
| | - Jing Li
- State Key Laboratory of Infectious Disease Prevention and Control, and National Institute for Communicable Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, China
| | - Xiaoshu Liu
- State Key Laboratory of Infectious Disease Prevention and Control, and National Institute for Communicable Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, China
| | - Zhihong Ren
- State Key Laboratory of Infectious Disease Prevention and Control, and National Institute for Communicable Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, China.,Collaborative Innovation Centre for Diagnosis and Treatment of Infectious Diseases, Hangzhou, China
| | - Biao Kan
- State Key Laboratory of Infectious Disease Prevention and Control, and National Institute for Communicable Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, China.,Collaborative Innovation Centre for Diagnosis and Treatment of Infectious Diseases, Hangzhou, China
| | - Weili Liang
- State Key Laboratory of Infectious Disease Prevention and Control, and National Institute for Communicable Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, China.,Collaborative Innovation Centre for Diagnosis and Treatment of Infectious Diseases, Hangzhou, China
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17
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Identifying differentially expressed genes using the Polya urn scheme. COMMUNICATIONS FOR STATISTICAL APPLICATIONS AND METHODS 2017. [DOI: 10.29220/csam.2017.24.6.627] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
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18
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Yang TC, Ortiz D, Yang Q, De Angelis RW, Sanyal SJ, Catalano CE. Physical and Functional Characterization of a Viral Genome Maturation Complex. Biophys J 2017; 112:1551-1560. [PMID: 28445747 DOI: 10.1016/j.bpj.2017.02.041] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2016] [Revised: 01/27/2017] [Accepted: 02/21/2017] [Indexed: 10/19/2022] Open
Abstract
Genome packaging is strongly conserved in the complex double-stranded DNA viruses, including the herpesviruses and many bacteriophages. In these cases, viral DNA is packaged into a procapsid shell by a terminase enzyme. The packaging substrate is typically a concatemer composed of multiple genomes linked in a head-to-tail fashion, and terminase enzymes perform two essential functions: 1) excision of a unit length genome from the concatemer (genome maturation) and 2) translocation of the duplex into a procapsid (genome packaging). While the packaging motors have been described in some detail, the maturation complexes remain ill characterized. Here we describe the assembly, physical characteristics, and catalytic activity of the λ-genome maturation complex. The λ-terminase protomer is composed of one large catalytic subunit tightly associated with two DNA recognition subunits. The isolated protomer binds DNA weakly and does not discriminate between nonspecific DNA and duplexes that contain the packaging initiation sequence, cos. The Escherichia coli integration host factor protein (IHF) is required for efficient λ-development in vivo and a specific IHF recognition sequence is found within cos. We show that IHF and the terminase protomer cooperatively assemble at the cos site and that the small terminase subunit plays the dominant role in complex assembly. Analytical ultracentrifugation analysis reveals that the maturation complex is composed of four protomers and one IHF heterodimer bound at the cos site. Tetramer assembly activates the cos-cleavage nuclease activity of the enzyme, which matures the genome end in preparation for packaging. The stoichiometry and catalytic activity of the complex is reminiscent of the type IIE and IIF restriction endonucleases and the two systems may share mechanistic features. This study, to our knowledge, provides our first detailed glimpse into the structural and functional features of a viral genome maturation complex, an essential intermediate in the development of complex dsDNA viruses.
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Affiliation(s)
- Teng-Chieh Yang
- Department of Medicinal Chemistry, School of Pharmacy, University of Washington, Seattle, Washington
| | - David Ortiz
- Department of Medicinal Chemistry, School of Pharmacy, University of Washington, Seattle, Washington
| | - Qin Yang
- Skaggs School of Pharmacy and Pharmaceutical Sciences, University of Colorado, Aurora, Colorado
| | - Rolando W De Angelis
- Skaggs School of Pharmacy and Pharmaceutical Sciences, University of Colorado, Aurora, Colorado
| | - Saurarshi J Sanyal
- Department of Medicinal Chemistry, School of Pharmacy, University of Washington, Seattle, Washington
| | - Carlos E Catalano
- Skaggs School of Pharmacy and Pharmaceutical Sciences, University of Colorado, Aurora, Colorado.
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19
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Jiang X, Liu X, Law COK, Wang Y, Lo WU, Weng X, Chan TF, Ho PL, Lau TCK. The CTX-M-14 plasmid pHK01 encodes novel small RNAs and influences host growth and motility. FEMS Microbiol Ecol 2017; 93:3940222. [DOI: 10.1093/femsec/fix090] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2017] [Accepted: 07/07/2017] [Indexed: 01/24/2023] Open
Affiliation(s)
- Xinlei Jiang
- Department of Biomedical Sciences, City University of Hong Kong, Kowloon, Hong Kong Special Administrative Region
| | - Xuan Liu
- Department of Biomedical Sciences, City University of Hong Kong, Kowloon, Hong Kong Special Administrative Region
| | - Carmen O. K. Law
- Department of Biomedical Sciences, City University of Hong Kong, Kowloon, Hong Kong Special Administrative Region
| | - Ya Wang
- Department of Microbiology, University of Hong Kong, Hong Kong, Hong Kong Special Administrative Region
| | - Wai U Lo
- Department of Microbiology, University of Hong Kong, Hong Kong, Hong Kong Special Administrative Region
| | - Xing Weng
- Department of Biomedical Sciences, City University of Hong Kong, Kowloon, Hong Kong Special Administrative Region
| | - Ting Fung Chan
- School of Life Sciences, The Chinese University of Hong Kong, Shatin, Hong Kong Special Administrative Region
| | - P. L. Ho
- Department of Microbiology, University of Hong Kong, Hong Kong, Hong Kong Special Administrative Region
| | - Terrence C. K. Lau
- Department of Biomedical Sciences, City University of Hong Kong, Kowloon, Hong Kong Special Administrative Region
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20
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Uzelac G, Patel HK, Devescovi G, Licastro D, Venturi V. Quorum sensing and RsaM regulons of the rice pathogen Pseudomonas fuscovaginae. MICROBIOLOGY-SGM 2017; 163:765-777. [PMID: 28530166 DOI: 10.1099/mic.0.000454] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
Pseudomonas fuscovaginae (Pfv) is an emerging plant pathogen causing sheath brown rot in rice, as well as diseases in other gramineae food crops including maize, sorghum and wheat. Pfv possesses two conserved N-acyl homoserine lactone (AHL) quorum sensing (QS) systems called PfvI/R and PfsI/R, which are repressed by RsaL and RsaM, respectively. The two systems are not hierarchically organized and are involved in plant virulence. In this study the AHL QS PfsI/R, PfvI/R and RsaM regulons were determined by transcriptomic analysis. The PfsI/R system regulates 98 genes, whereas 26 genes are regulated by the PfvI/R AHL QS system; only two genes are regulated by both systems. RsaM, on the other hand, regulates over 400 genes: 206 are negatively regulated and 260 are positively regulated. More than half of the genes controlled by the PfsI/R system and 65 % by the PfvI/R system are also part of the RsaM regulon; this is due to RsaM being involved in the regulation of both systems. It is concluded that the two QS systems regulate a unique set of genes and that RsaM is a global regulator mediating the expression of different genes through the two QS systems as well as genes independently of QS.
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Affiliation(s)
- Gordana Uzelac
- International Centre for Genetic Engineering and Biotechnology, Trieste, Italy
| | - Hitendra Kumar Patel
- International Centre for Genetic Engineering and Biotechnology, Trieste, Italy.,Present address: CSIR-Centre for Cellular and Molecular Biology, Uppal Road, Hyderabad, India
| | - Giulia Devescovi
- International Centre for Genetic Engineering and Biotechnology, Trieste, Italy
| | | | - Vittorio Venturi
- International Centre for Genetic Engineering and Biotechnology, Trieste, Italy
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21
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Jiang X, Zghidi-Abouzid O, Oger-Desfeux C, Hommais F, Greliche N, Muskhelishvili G, Nasser W, Reverchon S. Global transcriptional response of Dickeya dadantii to environmental stimuli relevant to the plant infection. Environ Microbiol 2016; 18:3651-3672. [PMID: 26940633 DOI: 10.1111/1462-2920.13267] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2015] [Accepted: 02/14/2016] [Indexed: 11/28/2022]
Abstract
Dickeya species are soft rot disease-causing bacterial plant pathogens and an emerging agricultural threat in Europe. Environmental modulation of gene expression is critical for Dickeya dadantii pathogenesis. While the bacterium uses various environmental cues to distinguish between its habitats, an intricate transcriptional control system coordinating the expression of virulence genes ensures efficient infection. Understanding of this behaviour requires a detailed knowledge of expression patterns under a wide range of environmental conditions, which is currently lacking. To obtain a comprehensive picture of this adaptive response, we devised a strategy to examine the D. dadantii transcriptome in a series of 32 infection-relevant conditions encountered in the hosts. We propose a temporal map of the bacterial response to various stress conditions and show that D. dadantii elicits complex genetic behaviour combining common stress-response genes with distinct sets of genes specifically induced under each particular stress. Comparison of our dataset with an in planta expression profile reveals the combined impact of stress factors and enables us to predict the major stress confronting D. dadantii at a particular stage of infection. We provide a comprehensive catalog of D. dadantii genomic responses to environmentally relevant stimuli, thus facilitating future studies of this important plant pathogen.
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Affiliation(s)
- Xuejiao Jiang
- Univ Lyon, Université Lyon 1, INSA-Lyon, CNRS, UMR5240, Microbiologie, Adaptation, Pathogénie, Département Biologie, F-69622, Villeurbanne, France
| | - Ouafa Zghidi-Abouzid
- Univ Lyon, Université Lyon 1, INSA-Lyon, CNRS, UMR5240, Microbiologie, Adaptation, Pathogénie, Département Biologie, F-69622, Villeurbanne, France
| | - Christine Oger-Desfeux
- Univ Lyon, Université Lyon 1, Pôle Rhône-Alpes de Bioinformatique, Département Biologie, F-69622, Villeurbanne, France
| | - Florence Hommais
- Univ Lyon, Université Lyon 1, INSA-Lyon, CNRS, UMR5240, Microbiologie, Adaptation, Pathogénie, Département Biologie, F-69622, Villeurbanne, France
| | - Nicolas Greliche
- Univ Lyon, Université Lyon 1, INSA-Lyon, CNRS, UMR5240, Microbiologie, Adaptation, Pathogénie, Département Biologie, F-69622, Villeurbanne, France
| | - Georgi Muskhelishvili
- Univ Lyon, Université Lyon 1, INSA-Lyon, CNRS, UMR5240, Microbiologie, Adaptation, Pathogénie, Département Biologie, F-69622, Villeurbanne, France
| | - William Nasser
- Univ Lyon, Université Lyon 1, INSA-Lyon, CNRS, UMR5240, Microbiologie, Adaptation, Pathogénie, Département Biologie, F-69622, Villeurbanne, France
| | - Sylvie Reverchon
- Univ Lyon, Université Lyon 1, INSA-Lyon, CNRS, UMR5240, Microbiologie, Adaptation, Pathogénie, Département Biologie, F-69622, Villeurbanne, France
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22
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Saraiva E, Suzuki A, Louzada F, Milan L. Partitioning gene expression data by data-driven Markov chain Monte Carlo. J Appl Stat 2015. [DOI: 10.1080/02664763.2015.1092113] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
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23
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Abstract
This review provides a brief review of the current understanding of the structure-function relationship of the Escherichia coli nucleoid developed after the overview by Pettijohn focusing on the physical properties of nucleoids. Isolation of nucleoids requires suppression of DNA expansion by various procedures. The ability to control the expansion of nucleoids in vitro has led to purification of nucleoids for chemical and physical analyses and for high-resolution imaging. Isolated E. coli genomes display a number of individually intertwined supercoiled loops emanating from a central core. Metabolic processes of the DNA double helix lead to three types of topological constraints that all cells must resolve to survive: linking number, catenates, and knots. The major species of nucleoid core protein share functional properties with eukaryotic histones forming chromatin; even the structures are different from histones. Eukaryotic histones play dynamic roles in the remodeling of eukaryotic chromatin, thereby controlling the access of RNA polymerase and transcription factors to promoters. The E. coli genome is tightly packed into the nucleoid, but, at each cell division, the genome must be faithfully replicated, divided, and segregated. Nucleoid activities such as transcription, replication, recombination, and repair are all affected by the structural properties and the special conformations of nucleoid. While it is apparent that much has been learned about the nucleoid, it is also evident that the fundamental interactions organizing the structure of DNA in the nucleoid still need to be clearly defined.
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Abstract
This review considers the pathways for the degradation of amino acids and a few related compounds (agmatine, putrescine, ornithine, and aminobutyrate), along with their functions and regulation. Nitrogen limitation and an acidic environment are two physiological cues that regulate expression of several amino acid catabolic genes. The review considers Escherichia coli, Salmonella enterica serovar Typhimurium, and Klebsiella species. The latter is included because the pathways in Klebsiella species have often been thoroughly characterized and also because of interesting differences in pathway regulation. These organisms can essentially degrade all the protein amino acids, except for the three branched-chain amino acids. E. coli, Salmonella enterica serovar Typhimurium, and Klebsiella aerogenes can assimilate nitrogen from D- and L-alanine, arginine, asparagine, aspartate, glutamate, glutamine, glycine, proline, and D- and L-serine. There are species differences in the utilization of agmatine, citrulline, cysteine, histidine, the aromatic amino acids, and polyamines (putrescine and spermidine). Regardless of the pathway of glutamate synthesis, nitrogen source catabolism must generate ammonia for glutamine synthesis. Loss of glutamate synthase (glutamineoxoglutarate amidotransferase, or GOGAT) prevents utilization of many organic nitrogen sources. Mutations that create or increase a requirement for ammonia also prevent utilization of most organic nitrogen sources.
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25
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Foxall RL, Ballok AE, Avitabile A, Whistler CA. Spontaneous phenotypic suppression of GacA-defective Vibrio fischeri is achieved via mutation of csrA and ihfA. BMC Microbiol 2015; 15:180. [PMID: 26376921 PMCID: PMC4573307 DOI: 10.1186/s12866-015-0509-2] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2015] [Accepted: 08/17/2015] [Indexed: 11/25/2022] Open
Abstract
Background Symbiosis defective GacA-mutant derivatives of Vibrio fischeri are growth impaired thereby creating a selective advantage for growth-enhanced spontaneous suppressors. Suppressors were isolated and characterized for effects of the mutations on gacA-mutant defects of growth, siderophore activity and luminescence. The mutations were identified by targeted and whole genome sequencing. Results Most mutations that restored multiple phenotypes were non-null mutations that mapped to conserved domains in or altered expression of CsrA, a post-transcriptional regulator that mediates GacA effects in a number of bacterial species. These represent an array of unique mutations compared to those that have been described previously. Different substitutions at the same amino acid residue were identified allowing comparisons of effects such as at the R6 residue, which conferred relative differences in luminescence and siderophore levels. The screen revealed residues not previously identified as critical for function including a single native alanine. Most csrA mutations enhanced luminescence more than siderophore activity, which was especially evident for mutations predicted to reduce the amount of CsrA. Although CsrA mutations compensate for many known GacA mutant defects, not all CsrA suppressors restore symbiotic colonization. Phenotypes of a suppressor allele of ihfA that encodes one subunit of the integration host factor (IHF) heteroduplex indicated the protein represses siderophore and activates luminescence in a GacA-independent manner. Conclusions In addition to its established role in regulation of central metabolism, the CsrA regulator represses luminescence and siderophore as an intermediate of the GacA regulatory hierachy. Siderophore regulation was less sensitive to stoichiometry of CsrA consistent with higher affinity for the targets of this trait. The lack of CsrA null-mutant recovery implied these mutations do not enhance fitness of gacA mutants and alluded to this gene being conditionally essential. This study also suggests a role for IHF in the GacA-CsrB-CsrA regulatory cascade by potentially assisting with the binding of repressors of siderohphore and activators of luminescence. As many phosphorelay proteins reduce fitness when mutated, the documented instability used in this screen also highlights a potentially universal and underappreciated problem that, if not identified and strategically avoided, could introduce confounding variability during experimental study of these regulatory pathways. Electronic supplementary material The online version of this article (doi:10.1186/s12866-015-0509-2) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Randi L Foxall
- Department of Molecular, Cellular and Biomedical Sciences, University of New Hampshire, 46 College Road, Durham, NH, 03824, USA. .,Northeast Center for Vibrio Disease and Ecology, University of New Hampshire, Durham, USA.
| | - Alicia E Ballok
- Gradaute Program in Genetics, University of New Hampshire, Durham, USA. .,Current address: Department of Surgery, Massachusetts General Hospital and Department of Microbiology and Immunobiology, Harvard Medical School, Durham, USA.
| | - Ashley Avitabile
- Department of Molecular, Cellular and Biomedical Sciences, University of New Hampshire, 46 College Road, Durham, NH, 03824, USA.
| | - Cheryl A Whistler
- Department of Molecular, Cellular and Biomedical Sciences, University of New Hampshire, 46 College Road, Durham, NH, 03824, USA. .,Northeast Center for Vibrio Disease and Ecology, University of New Hampshire, Durham, USA.
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26
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Sharadamma N, Harshavardhana Y, Ravishankar A, Anand P, Chandra N, Muniyappa K. Molecular Dissection of Mycobacterium tuberculosis Integration Host Factor Reveals Novel Insights into the Mode of DNA Binding and Nucleoid Compaction. Biochemistry 2015; 54:4142-60. [DOI: 10.1021/acs.biochem.5b00447] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
| | | | - Apoorva Ravishankar
- Department of
Biochemistry, Indian Institute of Science, Bangalore 560012, India
| | - Praveen Anand
- Department of
Biochemistry, Indian Institute of Science, Bangalore 560012, India
| | - Nagasuma Chandra
- Department of
Biochemistry, Indian Institute of Science, Bangalore 560012, India
| | - K. Muniyappa
- Department of
Biochemistry, Indian Institute of Science, Bangalore 560012, India
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27
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Higgins NP, Vologodskii AV. Topological Behavior of Plasmid DNA. Microbiol Spectr 2015; 3:10.1128/microbiolspec.PLAS-0036-2014. [PMID: 26104708 PMCID: PMC4480603 DOI: 10.1128/microbiolspec.plas-0036-2014] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2015] [Indexed: 11/20/2022] Open
Abstract
The discovery of the B-form structure of DNA by Watson and Crick led to an explosion of research on nucleic acids in the fields of biochemistry, biophysics, and genetics. Powerful techniques were developed to reveal a myriad of different structural conformations that change B-DNA as it is transcribed, replicated, and recombined and as sister chromosomes are moved into new daughter cell compartments during cell division. This article links the original discoveries of superhelical structure and molecular topology to non-B form DNA structure and contemporary biochemical and biophysical techniques. The emphasis is on the power of plasmids for studying DNA structure and function. The conditions that trigger the formation of alternative DNA structures such as left-handed Z-DNA, inter- and intra-molecular triplexes, triple-stranded DNA, and linked catenanes and hemicatenanes are explained. The DNA dynamics and topological issues are detailed for stalled replication forks and for torsional and structural changes on DNA in front of and behind a transcription complex and a replisome. The complex and interconnected roles of topoisomerases and abundant small nucleoid association proteins are explained. And methods are described for comparing in vivo and in vitro reactions to probe and understand the temporal pathways of DNA and chromosome chemistry that occur inside living cells.
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Affiliation(s)
- N Patrick Higgins
- Department of Biochemistry and Molecular Genetics, University of Alabama at Birmingham, Birmingham, AL 35294
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Almarza O, Núñez D, Toledo H. The DNA-binding protein HU has a regulatory role in the acid stress response mechanism in Helicobacter pylori. Helicobacter 2015; 20:29-40. [PMID: 25256909 DOI: 10.1111/hel.12171] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
BACKGROUND Bacterial genomes are compacted by association with histone-like proteins to form a complex known as bacterial chromatin. The histone-like protein HU is capable of binding and bending the DNA molecule, a function related to compaction, protection, and regulation of gene expression. In Helicobacter pylori, HU is the only histone-like protein described so far. Proteomic analysis from our laboratory showed that this protein is overexpressed under acidic stress. MATERIALS AND METHODS We used a purified recombinant wild-type protein and two mutant proteins with the amino acid substitutions K3A/S27D and K62R/V63N/P64A to characterize the function of the N-terminal domain and the flexible arm of HU. RESULTS In vitro assays for DNA protection, bending, and compaction were performed. We also designed a H. pylori hup::cat mutant strain to study the role of HU in the acid stress response. HUwt protein binds DNA and promotes its bending and compaction. Compared with the wild-type protein, both mutant proteins have less affinity for DNA and an impaired bending and compaction ability. By using qRT-PCR, we confirmed overexpression of two genes related to acid stress response (ureA and speA). Such overexpression was abolished in the hup::cat strain, which shows an acid-sensitive phenotype. CONCLUSIONS Altogether, we have shown that HUwt -DNA complex formation is favored under acidic pH and that the complex protects DNA from endonucleolytic cleavage and oxidative stress damage. We also showed that the amino-terminal domain of HU is relevant to DNA-protein complex formation and that the flexible arm of HU is involved in the bending and compaction activities of HU.
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Affiliation(s)
- Oscar Almarza
- Department of Molecular and Cellular Biology, Laboratory of Molecular Microbiology, ICBM, Faculty of Medicine, University of Chile, Avda. Independencia, 1027, Santiago, Chile
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29
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Saraiva EF, Louzada F. A gene-by-gene multiple comparison analysis: A predictive Bayesian approach. BRAZ J PROBAB STAT 2015. [DOI: 10.1214/13-bjps233] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
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30
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Sanyal SJ, Yang TC, Catalano CE. Integration host factor assembly at the cohesive end site of the bacteriophage lambda genome: implications for viral DNA packaging and bacterial gene regulation. Biochemistry 2014; 53:7459-70. [PMID: 25335823 PMCID: PMC4263431 DOI: 10.1021/bi501025s] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
![]()
Integration host factor (IHF) is
an Escherichia coli protein involved in (i) condensation
of the bacterial nucleoid and
(ii) regulation of a variety of cellular functions. In its regulatory
role, IHF binds to a specific sequence to introduce a strong bend
into the DNA; this provides a duplex architecture conducive to the
assembly of site-specific nucleoprotein complexes. Alternatively,
the protein can bind in a sequence-independent manner that weakly
bends and wraps the duplex to promote nucleoid formation. IHF is also
required for the development of several viruses, including bacteriophage
lambda, where it promotes site-specific assembly of a genome packaging
motor required for lytic development. Multiple IHF consensus sequences
have been identified within the packaging initiation site (cos), and we here interrogate IHF–cos binding interactions using complementary electrophoretic mobility
shift (EMS) and analytical ultracentrifugation (AUC) approaches. IHF
recognizes a single consensus sequence within cos (I1) to afford a strongly bent nucleoprotein complex.
In contrast, IHF binds weakly but with positive cooperativity to nonspecific
DNA to afford an ensemble of complexes with increasing masses and
levels of condensation. Global analysis of the EMS and AUC data provides
constrained thermodynamic binding constants and nearest neighbor cooperativity
factors for binding of IHF to I1 and to nonspecific
DNA substrates. At elevated IHF concentrations, the nucleoprotein
complexes undergo a transition from a condensed to an extended rodlike
conformation; specific binding of IHF to I1 imparts
a significant energy barrier to the transition. The results provide
insight into how IHF can assemble specific regulatory complexes in
the background of extensive nonspecific DNA condensation.
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Affiliation(s)
- Saurarshi J Sanyal
- Department of Medicinal Chemistry, School of Pharmacy, University of Washington , H-172 Health Sciences Building, Box 357610, Seattle, Washington 98195, United States
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31
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Sharadamma N, Harshavardhana Y, Ravishankar A, Anand P, Chandra N, Muniyappa K. Molecular dissection of Mycobacterium tuberculosis integration host factor reveals novel insights into the mode of DNA binding and nucleoid compaction. J Biol Chem 2014; 289:34325-40. [PMID: 25324543 DOI: 10.1074/jbc.m114.608596] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
The annotated whole-genome sequence of Mycobacterium tuberculosis revealed that Rv1388 (Mtihf) is likely to encode for a putative 20-kDa integration host factor (mIHF). However, very little is known about the functional properties of mIHF or the organization of the mycobacterial nucleoid. Molecular modeling of the mIHF three-dimensional structure, based on the cocrystal structure of Streptomyces coelicolor IHF duplex DNA, a bona fide relative of mIHF, revealed the presence of Arg-170, Arg-171, and Arg-173, which might be involved in DNA binding, and a conserved proline (Pro-150) in the tight turn. The phenotypic sensitivity of Escherichia coli ΔihfA and ΔihfB strains to UV and methyl methanesulfonate could be complemented with the wild-type Mtihf but not its alleles bearing mutations in the DNA-binding residues. Protein-DNA interaction assays revealed that wild-type mIHF, but not its DNA-binding variants, binds with high affinity to fragments containing attB and attP sites and curved DNA. Strikingly, the functionally important amino acid residues of mIHF and the mechanism(s) underlying its binding to DNA, DNA bending, and site-specific recombination are fundamentally different from that of E. coli IHFαβ. Furthermore, we reveal novel insights into IHF-mediated DNA compaction depending on the placement of its preferred binding sites; mIHF promotes DNA compaction into nucleoid-like or higher order filamentous structures. We therefore propose that mIHF is a distinct member of a subfamily of proteins that serve as essential cofactors in site-specific recombination and nucleoid organization and that these findings represent a significant advance in our understanding of the role(s) of nucleoid-associated proteins.
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Affiliation(s)
| | | | - Apoorva Ravishankar
- From the Department of Biochemistry, Indian Institute of Science, Bangalore 560012, India
| | - Praveen Anand
- From the Department of Biochemistry, Indian Institute of Science, Bangalore 560012, India
| | - Nagasuma Chandra
- From the Department of Biochemistry, Indian Institute of Science, Bangalore 560012, India
| | - K Muniyappa
- From the Department of Biochemistry, Indian Institute of Science, Bangalore 560012, India
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32
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Kröger C, Colgan A, Srikumar S, Händler K, Sivasankaran SK, Hammarlöf DL, Canals R, Grissom JE, Conway T, Hokamp K, Hinton JCD. An infection-relevant transcriptomic compendium for Salmonella enterica Serovar Typhimurium. Cell Host Microbe 2014; 14:683-95. [PMID: 24331466 DOI: 10.1016/j.chom.2013.11.010] [Citation(s) in RCA: 339] [Impact Index Per Article: 33.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2013] [Revised: 11/13/2013] [Accepted: 11/21/2013] [Indexed: 11/15/2022]
Abstract
Bacterial transcriptional networks consist of hundreds of transcription factors and thousands of promoters. However, the true complexity of transcription in a bacterial pathogen and the effect of the environments encountered during infection remain to be established. We present a simplified approach for global promoter identification in bacteria using RNA-seq-based transcriptomic analyses of 22 distinct infection-relevant environmental conditions. Individual RNA samples were combined to identify most of the 3,838 Salmonella enterica serovar Typhimurium promoters in just two RNA-seq runs. Individual in vitro conditions stimulated characteristic transcriptional signatures, and the suite of 22 conditions induced transcription of 86% of all S. Typhimurium genes. We highlight the environmental conditions that induce the Salmonella pathogenicity islands and present a small RNA expression landscape of 280 sRNAs. This publicly available compendium of environmentally controlled expression of every transcriptional feature of S. Typhimurium constitutes a useful resource for the bacterial research community.
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Affiliation(s)
- Carsten Kröger
- Department of Microbiology, School of Genetics & Microbiology, Moyne Institute of Preventive Medicine, Trinity College Dublin, Dublin 2, Ireland
| | - Aoife Colgan
- Department of Microbiology, School of Genetics & Microbiology, Moyne Institute of Preventive Medicine, Trinity College Dublin, Dublin 2, Ireland
| | - Shabarinath Srikumar
- Department of Microbiology, School of Genetics & Microbiology, Moyne Institute of Preventive Medicine, Trinity College Dublin, Dublin 2, Ireland
| | - Kristian Händler
- Department of Microbiology, School of Genetics & Microbiology, Moyne Institute of Preventive Medicine, Trinity College Dublin, Dublin 2, Ireland
| | - Sathesh K Sivasankaran
- Department of Microbiology, School of Genetics & Microbiology, Moyne Institute of Preventive Medicine, Trinity College Dublin, Dublin 2, Ireland
| | - Disa L Hammarlöf
- Institute of Integrative Biology, University of Liverpool, Liverpool L69 7ZB, UK
| | - Rocío Canals
- Institute of Integrative Biology, University of Liverpool, Liverpool L69 7ZB, UK
| | - Joe E Grissom
- Department of Microbiology and Plant Biology, University of Oklahoma, Norman, OK 73019, USA
| | - Tyrrell Conway
- Department of Microbiology and Plant Biology, University of Oklahoma, Norman, OK 73019, USA
| | - Karsten Hokamp
- Department of Genetics, School of Genetics & Microbiology, Smurfit Institute of Genetics, Trinity College Dublin, Dublin 2, Ireland
| | - Jay C D Hinton
- Department of Microbiology, School of Genetics & Microbiology, Moyne Institute of Preventive Medicine, Trinity College Dublin, Dublin 2, Ireland; Institute of Integrative Biology, University of Liverpool, Liverpool L69 7ZB, UK.
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Harteis S, Schneider S. Making the bend: DNA tertiary structure and protein-DNA interactions. Int J Mol Sci 2014; 15:12335-63. [PMID: 25026169 PMCID: PMC4139847 DOI: 10.3390/ijms150712335] [Citation(s) in RCA: 67] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2014] [Revised: 07/01/2014] [Accepted: 07/01/2014] [Indexed: 12/11/2022] Open
Abstract
DNA structure functions as an overlapping code to the DNA sequence. Rapid progress in understanding the role of DNA structure in gene regulation, DNA damage recognition and genome stability has been made. The three dimensional structure of both proteins and DNA plays a crucial role for their specific interaction, and proteins can recognise the chemical signature of DNA sequence ("base readout") as well as the intrinsic DNA structure ("shape recognition"). These recognition mechanisms do not exist in isolation but, depending on the individual interaction partners, are combined to various extents. Driving force for the interaction between protein and DNA remain the unique thermodynamics of each individual DNA-protein pair. In this review we focus on the structures and conformations adopted by DNA, both influenced by and influencing the specific interaction with the corresponding protein binding partner, as well as their underlying thermodynamics.
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Affiliation(s)
- Sabrina Harteis
- Department of Chemistry, Technische Universität München, Lichtenbergstrasse 4, 85747 Garching, Germany.
| | - Sabine Schneider
- Department of Chemistry, Technische Universität München, Lichtenbergstrasse 4, 85747 Garching, Germany.
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34
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Torres-Escobar A, Juárez-Rodríguez MD, Demuth DR. Integration host factor is required for replication of pYGK-derived plasmids in Aggregatibacter actinomycetemcomitans. FEMS Microbiol Lett 2014; 357:184-94. [PMID: 24965736 DOI: 10.1111/1574-6968.12510] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2014] [Revised: 05/28/2014] [Accepted: 06/17/2014] [Indexed: 11/27/2022] Open
Abstract
In this study, we show that integration host factor protein (IHF) is required for replication of pYGK plasmids in Aggregatibacter actinomycetemcomitans. YGK plasmids were not replicated in A. actinomycetemcomitans strains lacking either the α- or β- subunit of IHF. However, the deletion mutants were complemented, and plasmid replication was restored when the promoter region and gene for either ihfA or ihfB was cloned into pYGK. We also identified two motifs that resemble the consensus IHF-binding site in a 813-bp fragment containing the pYGK origin of replication. Using electrophoretic mobility shift assays, purified IHFα-IHFβ protein complex was shown to bind to probes containing either of these motifs. To our knowledge, this is the first report showing that plasmid replication is IHF-dependent in the family Pasteurellaceae. In addition, using site-direct mutagenesis, the XbaI and KpnI restriction sites in the suicide vector pJT1 were modified to generate plasmid pJT10. The introduction of these new unique sites in pJT10 facilitates the transfer of transcriptional or translational lacZ fusion constructs for the generation of single-copy chromosomal insertion of the reporter construct. Plasmid pJT10 and its derivatives will be useful for genetic studies in Aggregatibacter (Actinobacillus) and probably other genera of Pasteurellaceae, including Haemophilus, Pasteurella, and Mannheimia.
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Affiliation(s)
- Ascención Torres-Escobar
- Research Group in Oral Health and Systemic Disease, University of Louisville School of Dentistry, Louisville, KY, USA
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35
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Louzada F, Saraiva EF, Milan L, Cobre J. A predictive Bayes factor approach to identify genes differentially expressed: An application to Escherichia coli bacterium data. BRAZ J PROBAB STAT 2014. [DOI: 10.1214/12-bjps200] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
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36
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Fiévet A, Cascales E, Valette O, Dolla A, Aubert C. IHF is required for the transcriptional regulation of the Desulfovibrio vulgaris Hildenborough orp operons. PLoS One 2014; 9:e86507. [PMID: 24466126 PMCID: PMC3897727 DOI: 10.1371/journal.pone.0086507] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2013] [Accepted: 12/10/2013] [Indexed: 01/08/2023] Open
Abstract
Transcriptional activation of σ(54)-dependent promoters is usually tightly regulated in response to environmental cues. The high abundance of potential σ(54)-dependent promoters in the anaerobe bacteria, Desulfovibrio vulgaris Hildenborough, reflects the high versatility of this bacteria suggesting that σ(54) factor is the nexus of a large regulatory network. Understanding the key players of σ(54)-regulation in this organism is therefore essential to gain insights into the adaptation to anaerobiosis. Recently, the D. vulgaris orp genes, specifically found in anaerobe bacteria, have been shown to be transcribed by the RNA polymerase coupled to the σ(54) alternative sigma factor. In this study, using in vitro binding experiments and in vivo reporter fusion assays in the Escherichia coli heterologous host, we showed that the expression of the divergent orp promoters is strongly dependent on the integration host factor IHF. Bioinformatic and mutational analysis coupled to reporter fusion activities and mobility shift assays identified two functional IHF binding site sequences located between the orp1 and orp2 promoters. We further determined that the D. vulgaris DVU0396 (IHFα) and DVU1864 (IHFβ) subunits are required to control the expression of the orp operons suggesting that they form a functionally active IHF heterodimer. Interestingly results obtained from the in vivo inactivation of DVU0396, which is required for orp operons transcription, suggest that several functionally IHF active homodimer or heterodimer are present in D. vulgaris.
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Affiliation(s)
- Anouchka Fiévet
- Laboratoire de Chimie Bactérienne, Institut de Microbiologie de la Méditerranée, CNRS, Marseille, France
| | - Eric Cascales
- Laboratoire d’Ingénierie des Systèmes Macromoléculaires, Institut de Microbiologie de la Méditerranée, CNRS, Marseille, France
| | - Odile Valette
- Laboratoire de Chimie Bactérienne, Institut de Microbiologie de la Méditerranée, CNRS, Marseille, France
| | - Alain Dolla
- Laboratoire de Chimie Bactérienne, Institut de Microbiologie de la Méditerranée, CNRS, Marseille, France
| | - Corinne Aubert
- Laboratoire de Chimie Bactérienne, Institut de Microbiologie de la Méditerranée, CNRS, Marseille, France
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37
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Mechanosensing of DNA bending in a single specific protein-DNA complex. Sci Rep 2013; 3:3508. [PMID: 24336435 PMCID: PMC3863814 DOI: 10.1038/srep03508] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2013] [Accepted: 11/29/2013] [Indexed: 01/10/2023] Open
Abstract
Many crucial biological processes are regulated by mechanical stimuli. Here, we report new findings that pico-Newton forces can drastically affect the stability of the site-specific DNA binding of a single transcription factor, the E. coli integration host factor (IHF), by stretching a short ~150 nm DNA containing a single IHF binding site. Dynamic binding and unbinding of single IHF were recorded and analyzed for the force-dependent stability of the IHF-DNA complex. Our results demonstrate that the IHF-DNA interaction is fine tuned by force in different salt concentration and temperature over physiological ranges, indicating that, besides other physiological factors, force may play equally important role in transcription regulation. These findings have broad implications with regard to general mechanosensitivity of site-specific DNA bending proteins.
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Matsumoto Y, Murakami Y, Tsuru S, Ying BW, Yomo T. Growth rate-coordinated transcriptome reorganization in bacteria. BMC Genomics 2013; 14:808. [PMID: 24252326 PMCID: PMC3840594 DOI: 10.1186/1471-2164-14-808] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2013] [Accepted: 11/15/2013] [Indexed: 11/25/2022] Open
Abstract
Background Cell growth rate reflects an organism’s physiological state and largely relies on the ability of gene expression to respond to the environment. The relationship between cellular growth rate and gene expression remains unknown. Results Growth rate-coordinated changes in gene expression were discovered by analyzing exponentially growing Escherichia coli cells cultured under multiple defined environments, in which osmotic pressure, temperature and starvation status were varied. Gene expression analyses showed that all 3,740 genes in the genome could be simply divided into three clusters (C1, C2 and C3), which were accompanied by a generic trend in the growth rate that was coordinated with transcriptional changes. The direction of transcriptional change in C1 indicated environmental specificity, whereas those in C2 and C3 were correlated negatively and positively with growth rates, respectively. The three clusters exhibited differentiated gene functions and gene regulation task division. Conclusions We identified three gene clusters, exhibiting differential gene functions and distinct directions in their correlations with growth rates. Reverses in the direction of the growth rate correlated transcriptional changes and the distinguished duties of the three clusters indicated how transcriptome homeostasis is maintained to balance the total expression cost for sustaining life in new habitats.
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Affiliation(s)
| | | | | | | | - Tetsuya Yomo
- Graduate School of Information Science and Technology, Osaka University, 1-5 Yamadaoka, Suita, Osaka 565-0871, Japan.
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Abstract
DNA microarrays are a relatively new technology that can simultaneously measure the expression level of thousands of genes. They have become an important tool for a wide variety of biological experiments. One of the most common goals of DNA microarray experiments is to identify genes associated with biological processes of interest. Conventional statistical tests often produce poor results when applied to microarray data owing to small sample sizes, noisy data, and correlation among the expression levels of the genes. Thus, novel statistical methods are needed to identify significant genes in DNA microarray experiments. This article discusses the challenges inherent in DNA microarray analysis and describes a series of statistical techniques that can be used to overcome these challenges. The problem of multiple hypothesis testing and its relation to microarray studies are also considered, along with several possible solutions.
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Affiliation(s)
- Eric Bair
- Department of Endodontics, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA ; Department of Biostatistics, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
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Mlc is a transcriptional activator with a key role in integrating cyclic AMP receptor protein and integration host factor regulation of leukotoxin RNA synthesis in Aggregatibacter actinomycetemcomitans. J Bacteriol 2013; 195:2284-97. [PMID: 23475968 DOI: 10.1128/jb.02144-12] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Aggregatibacter actinomycetemcomitans, a periodontal pathogen, synthesizes leukotoxin (LtxA), a protein that helps the bacterium evade the host immune response. Transcription of the ltxA operon is induced during anaerobic growth. The cyclic AMP (cAMP) receptor protein (CRP) indirectly increases ltxA expression, but the intermediary regulator is unknown. Integration host factor (IHF) binds to and represses the leukotoxin promoter, but neither CRP nor IHF is responsible for the anaerobic induction of ltxA RNA synthesis. Thus, we have undertaken studies to identify other regulators of leukotoxin transcription and to demonstrate how these proteins work together to modulate leukotoxin synthesis. First, analyses of ltxA RNA expression from defined leukotoxin promoter mutations in the chromosome identify positions -69 to -35 as the key control region and indicate that an activator protein modulates leukotoxin transcription. We show that Mlc, which is a repressor in Escherichia coli, functions as a direct transcriptional activator in A. actinomycetemcomitans; an mlc deletion mutant reduces leukotoxin RNA synthesis, and recombinant Mlc protein binds specifically at the -68 to -40 region of the leukotoxin promoter. Furthermore, we show that CRP activates ltxA expression indirectly by increasing the levels of Mlc. Analyses of Δmlc, Δihf, and Δihf Δmlc strains demonstrate that Mlc can increase RNA polymerase (RNAP) activity directly and that IHF represses ltxA RNA synthesis mainly by blocking Mlc binding. Finally, a Δihf Δmlc mutant still induces ltxA during anaerobic growth, indicating that there are additional factors involved in leukotoxin transcriptional regulation. A model for the coordinated regulation of leukotoxin transcription is presented.
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The role of bacterial enhancer binding proteins as specialized activators of σ54-dependent transcription. Microbiol Mol Biol Rev 2013; 76:497-529. [PMID: 22933558 DOI: 10.1128/mmbr.00006-12] [Citation(s) in RCA: 231] [Impact Index Per Article: 21.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Bacterial enhancer binding proteins (bEBPs) are transcriptional activators that assemble as hexameric rings in their active forms and utilize ATP hydrolysis to remodel the conformation of RNA polymerase containing the alternative sigma factor σ(54). We present a comprehensive and detailed summary of recent advances in our understanding of how these specialized molecular machines function. The review is structured by introducing each of the three domains in turn: the central catalytic domain, the N-terminal regulatory domain, and the C-terminal DNA binding domain. The role of the central catalytic domain is presented with particular reference to (i) oligomerization, (ii) ATP hydrolysis, and (iii) the key GAFTGA motif that contacts σ(54) for remodeling. Each of these functions forms a potential target of the signal-sensing N-terminal regulatory domain, which can act either positively or negatively to control the activation of σ(54)-dependent transcription. Finally, we focus on the DNA binding function of the C-terminal domain and the enhancer sites to which it binds. Particular attention is paid to the importance of σ(54) to the bacterial cell and its unique role in regulating transcription.
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Lin J, Chen H, Dröge P, Yan J. Physical organization of DNA by multiple non-specific DNA-binding modes of integration host factor (IHF). PLoS One 2012; 7:e49885. [PMID: 23166787 PMCID: PMC3498176 DOI: 10.1371/journal.pone.0049885] [Citation(s) in RCA: 34] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2012] [Accepted: 10/15/2012] [Indexed: 11/18/2022] Open
Abstract
The integration host factor (IHF) is an abundant nucleoid-associated protein and an essential co-factor for phage λ site-specific recombination and gene regulation in E. coli. Introduction of a sharp DNA kink at specific cognate sites is critical for these functions. Interestingly, the intracellular concentration of IHF is much higher than the concentration needed for site-specific interactions, suggesting that non-specific binding of IHF to DNA plays a role in the physical organization of bacterial chromatin. However, it is unclear how non-specific DNA association contributes to DNA organization. By using a combination of single DNA manipulation and atomic force microscopy imaging methods, we show here that distinct modes of non-specific DNA binding of IHF result in complex global DNA conformations. Changes in KCl and IHF concentrations, as well as tension applied to DNA, dramatically influence the degree of DNA-bending. In addition, IHF can crosslink DNA into a highly compact DNA meshwork that is observed in the presence of magnesium at low concentration of monovalent ions and high IHF-DNA stoichiometries. Our findings provide important insights into how IHF contributes to bacterial chromatin organization, gene regulation, and biofilm formation.
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Affiliation(s)
- Jie Lin
- Department of Physics, National University of Singapore, Singapore, Singapore
- Mechanobiology Institute, National University of Singapore, Singapore, Singapore
- Centre for Bioimaging Sciences, National University of Singapore, Singapore, Singapore
| | - Hu Chen
- Mechanobiology Institute, National University of Singapore, Singapore, Singapore
| | - Peter Dröge
- Division of Molecular Genetics and Cell Biology, School of Biological Sciences, Nanyang Technological University, Singapore, Singapore
- * E-mail: (PD); (JY)
| | - Jie Yan
- Department of Physics, National University of Singapore, Singapore, Singapore
- Mechanobiology Institute, National University of Singapore, Singapore, Singapore
- Centre for Bioimaging Sciences, National University of Singapore, Singapore, Singapore
- * E-mail: (PD); (JY)
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Silva-Rocha R, Chavarría M, Kleijn RJ, Sauer U, de Lorenzo V. The IHF regulon of exponentially growing Pseudomonas putida cells. Environ Microbiol 2012; 15:49-63. [PMID: 22510163 DOI: 10.1111/j.1462-2920.2012.02750.x] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
Integration host factor (IHF) sites are largely absent from intergenic regions of ORFs encoding central metabolic functions in Pseudomonas putida mt-2. To gain an insight into this unequal distribution of otherwise abundant IHF-binding sequences, the transcriptome of IHF-plus and IHF-minus cells growing exponentially on glucose as sole carbon source was examined. In parallel, the cognate metabolic fluxes of the wild-type P. putida strain and its ihfA derivative were determined by culturing cells to a steady-state physiological regime with (13)C-labelled glucose. While expression of many transcripts was altered by the lack of IHF, flux balance analysis revealed that the ihfA mutation did not influence central carbon metabolism. Identification of multiple IHF sites adjacent to genes responsive to the factor allowed a refinement of the consensus and the mapping of the preferred binding positions for activation or repression of associated promoters. That few (if any) of the genes affected by IHF involved core pathways suggested that the central carbon metabolism tolerates the loss of the factor. Instead, IHF controlled various cell surface-related functions and downregulated genes encoding ribosomal proteins, the alpha subunit of RNA polymerase and components of the ATP synthase. These results were confirmed with lacZ fusions to a suite of promoters detected in the transcriptome as affected by IHF. Taken together, the data suggest that IHF plays a role in the physiological shift that sets P. putida for entering stationary phase.
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Affiliation(s)
- Rafael Silva-Rocha
- Systems Biology Program, Centro Nacional de Biotecnología, 28049 Cantoblanco-Madrid, Spain
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Prieto AI, Kahramanoglou C, Ali RM, Fraser GM, Seshasayee ASN, Luscombe NM. Genomic analysis of DNA binding and gene regulation by homologous nucleoid-associated proteins IHF and HU in Escherichia coli K12. Nucleic Acids Res 2012; 40:3524-37. [PMID: 22180530 PMCID: PMC3333857 DOI: 10.1093/nar/gkr1236] [Citation(s) in RCA: 107] [Impact Index Per Article: 8.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2011] [Revised: 11/24/2011] [Accepted: 11/28/2011] [Indexed: 11/18/2022] Open
Abstract
IHF and HU are two heterodimeric nucleoid-associated proteins (NAP) that belong to the same protein family but interact differently with the DNA. IHF is a sequence-specific DNA-binding protein that bends the DNA by over 160°. HU is the most conserved NAP, which binds non-specifically to duplex DNA with a particular preference for targeting nicked and bent DNA. Despite their importance, the in vivo interactions of the two proteins to the DNA remain to be described at a high resolution and on a genome-wide scale. Further, the effects of these proteins on gene expression on a global scale remain contentious. Finally, the contrast between the functions of the homo- and heterodimeric forms of proteins deserves the attention of further study. Here we present a genome-scale study of HU- and IHF binding to the Escherichia coli K12 chromosome using ChIP-seq. We also perform microarray analysis of gene expression in single- and double-deletion mutants of each protein to identify their regulons. The sequence-specific binding profile of IHF encompasses ∼30% of all operons, though the expression of <10% of these is affected by its deletion suggesting combinatorial control or a molecular backup. The binding profile for HU is reflective of relatively non-specific binding to the chromosome, however, with a preference for A/T-rich DNA. The HU regulon comprises highly conserved genes including those that are essential and possibly supercoiling sensitive. Finally, by performing ChIP-seq experiments, where possible, of each subunit of IHF and HU in the absence of the other subunit, we define genome-wide maps of DNA binding of the proteins in their hetero- and homodimeric forms.
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Affiliation(s)
- Ana I. Prieto
- Department of Pathology, University of Cambridge, Tennis Court Road, Cambridge CB2 1QP, EMBL-European Bioinformatics Institute, Wellcome Trust Genome Campus, Hinxton, Cambridge CB10 1SD, MRC-National Institute for Medical Research, The Ridgeway, Mill Hill, London NW7 1AA, UK, Centre for Biotechnology, Anna University, Chennai 600 035, National Centre for Biological Sciences, GKVK, Bellary Road, Bangalore 560 065, India and Okinawa Institute of Science and Technology, Tancha, Onna-son, Kunigami-gun, Okinawa 904-0495, Japan
| | - Christina Kahramanoglou
- Department of Pathology, University of Cambridge, Tennis Court Road, Cambridge CB2 1QP, EMBL-European Bioinformatics Institute, Wellcome Trust Genome Campus, Hinxton, Cambridge CB10 1SD, MRC-National Institute for Medical Research, The Ridgeway, Mill Hill, London NW7 1AA, UK, Centre for Biotechnology, Anna University, Chennai 600 035, National Centre for Biological Sciences, GKVK, Bellary Road, Bangalore 560 065, India and Okinawa Institute of Science and Technology, Tancha, Onna-son, Kunigami-gun, Okinawa 904-0495, Japan
| | - Ruhi M. Ali
- Department of Pathology, University of Cambridge, Tennis Court Road, Cambridge CB2 1QP, EMBL-European Bioinformatics Institute, Wellcome Trust Genome Campus, Hinxton, Cambridge CB10 1SD, MRC-National Institute for Medical Research, The Ridgeway, Mill Hill, London NW7 1AA, UK, Centre for Biotechnology, Anna University, Chennai 600 035, National Centre for Biological Sciences, GKVK, Bellary Road, Bangalore 560 065, India and Okinawa Institute of Science and Technology, Tancha, Onna-son, Kunigami-gun, Okinawa 904-0495, Japan
| | - Gillian M. Fraser
- Department of Pathology, University of Cambridge, Tennis Court Road, Cambridge CB2 1QP, EMBL-European Bioinformatics Institute, Wellcome Trust Genome Campus, Hinxton, Cambridge CB10 1SD, MRC-National Institute for Medical Research, The Ridgeway, Mill Hill, London NW7 1AA, UK, Centre for Biotechnology, Anna University, Chennai 600 035, National Centre for Biological Sciences, GKVK, Bellary Road, Bangalore 560 065, India and Okinawa Institute of Science and Technology, Tancha, Onna-son, Kunigami-gun, Okinawa 904-0495, Japan
| | - Aswin S. N. Seshasayee
- Department of Pathology, University of Cambridge, Tennis Court Road, Cambridge CB2 1QP, EMBL-European Bioinformatics Institute, Wellcome Trust Genome Campus, Hinxton, Cambridge CB10 1SD, MRC-National Institute for Medical Research, The Ridgeway, Mill Hill, London NW7 1AA, UK, Centre for Biotechnology, Anna University, Chennai 600 035, National Centre for Biological Sciences, GKVK, Bellary Road, Bangalore 560 065, India and Okinawa Institute of Science and Technology, Tancha, Onna-son, Kunigami-gun, Okinawa 904-0495, Japan
| | - Nicholas M. Luscombe
- Department of Pathology, University of Cambridge, Tennis Court Road, Cambridge CB2 1QP, EMBL-European Bioinformatics Institute, Wellcome Trust Genome Campus, Hinxton, Cambridge CB10 1SD, MRC-National Institute for Medical Research, The Ridgeway, Mill Hill, London NW7 1AA, UK, Centre for Biotechnology, Anna University, Chennai 600 035, National Centre for Biological Sciences, GKVK, Bellary Road, Bangalore 560 065, India and Okinawa Institute of Science and Technology, Tancha, Onna-son, Kunigami-gun, Okinawa 904-0495, Japan
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SARAIVA ERLANDSONF, MILAN LUISA. Clustering Gene Expression Data using a Posterior Split-Merge-Birth Procedure. Scand Stat Theory Appl 2012. [DOI: 10.1111/j.1467-9469.2011.00765.x] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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A Bayesian Approach for Decision Making on the Identification of Genes with Different Expression Levels: An Application to Escherichia coliBacterium Data. COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE 2012; 2012:953086. [PMID: 22474543 PMCID: PMC3306789 DOI: 10.1155/2012/953086] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/20/2011] [Revised: 11/20/2011] [Accepted: 11/24/2011] [Indexed: 11/17/2022]
Abstract
A common interest in gene expression data analysis is to identify from a large pool of candidate genes the genes that present significant changes in expression levels between a treatment and a control biological condition. Usually, it is done using a statistic value and a cutoff value that are used to separate the genes differentially and nondifferentially expressed. In this paper, we propose a Bayesian approach to identify genes differentially expressed calculating sequentially credibility intervals from predictive densities which are constructed using the sampled mean treatment effect from all genes in study excluding the treatment effect of genes previously identified with statistical evidence for difference. We compare our Bayesian approach with the standard ones based on the use of the t-test and modified t-tests via a simulation study, using small sample sizes which are common in gene expression data analysis. Results obtained report evidence that the proposed approach performs better than standard ones, especially for cases with mean differences and increases in treatment variance in relation to control variance. We also apply the methodologies to a well-known publicly available data set on Escherichia coli bacterium.
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Cagle CA, Shearer JES, Summers AO. Regulation of the integrase and cassette promoters of the class 1 integron by nucleoid-associated proteins. MICROBIOLOGY-SGM 2011; 157:2841-2853. [PMID: 21778209 DOI: 10.1099/mic.0.046987-0] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
The integrase IntI1 catalyses recombination of antibiotic-resistance gene cassettes in the integron, a widely found bacterial mobile element active in spreading antibiotic multi-resistance. We have previously shown that resistance cassette recombination rate and specificity depend on the amount of intracellular integrase. Here, we used in vivo and in vitro methods to examine convergent expression of the integrase promoter (P(int)) and of the cassette promoters (P(c) and P(2)) in the prototypical plasmid-borne class 1 integron, In2. Highly conserved P(int) has near consensus -10 and -35 hexamers for σ(70) RNA polymerase, but there are 11 naturally occurring arrangements of P(c) alone or combinations of the P(c)+P(2) cassette promoters (note that P(2) occurs with a 14 or 17 bp spacer). Using a bi-directional reporter vector, we found that P(int) is a strong promoter in vivo, but its expression is reduced by converging transcription from P(c) and P(2). In addition to cis-acting convergence control of integrase expression, the regulator site prediction program, prodoric 8.9, identified sites for global regulators FIS, LexA, IHF and H-NS in and near the integron promoters. In strains mutated in each global regulator, we found that: (1) FIS repressed integrase and cassette expression; (2) LexA repressed P(int) and P(2) with the 14 bp spacer version of P(2) and FIS was necessary for maximum LexA repression; (3) IHF activated P(int) when it faced the strong 17 bp spacer P(2) but did not elevate its expression versus LexA-repressed P(2) with the 14 bp spacer; and (4) H-NS repressed both P(int) and the 14 bp P(2) but activated the 17 bp P(2) cassette promoters. Mobility shift assays showed that FIS and IHF interact directly with the promoter regions and DNase I footprinting confirmed extensive protection by FIS of wild-type In2 integron promoter sequence. Thus, nucleoid-associated proteins, known to act directly in site-specific recombination, also control integron gene expression directly and possibly indirectly.
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Affiliation(s)
- Caran A Cagle
- Department of Microbiology, The University of Georgia, Athens, GA 30602-2605, USA
| | - Julia E S Shearer
- Department of Microbiology, The University of Georgia, Athens, GA 30602-2605, USA
| | - Anne O Summers
- Department of Microbiology, The University of Georgia, Athens, GA 30602-2605, USA
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Abstract
Microarrays or DNA chips have been hailed as the ultimate experimental tool for research, drug discovery and diagnostics. They have the potential to perform a multitude of molecular tests simultaneously and to produce a wealth of information from a single clinical sample. Applications include genotyping, expression analysis and sequencing (1-4). The aim of this review is to provide a brief summary of current microarray technology and highlight the many ways in which it is being developed for use in clinical microbiology laboratories.
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Koh J, Shkel I, Saecker RM, Record MT. Nonspecific DNA binding and bending by HUαβ: interfaces of the three binding modes characterized by salt-dependent thermodynamics. J Mol Biol 2011; 410:241-67. [PMID: 21513716 DOI: 10.1016/j.jmb.2011.04.001] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2010] [Revised: 03/01/2011] [Accepted: 04/01/2011] [Indexed: 10/18/2022]
Abstract
Previous isothermal titration calorimetry (ITC) and Förster resonance energy transfer studies demonstrated that Escherichia coli HU(αβ) binds nonspecifically to duplex DNA in three different binding modes: a tighter-binding 34-bp mode that interacts with DNA in large (>34 bp) gaps between bound proteins, reversibly bending it by 140(o) and thereby increasing its flexibility, and two weaker, modestly cooperative small site-size modes (10 bp and 6 bp) that are useful for filling gaps between bound proteins shorter than 34 bp. Here we use ITC to determine the thermodynamics of these binding modes as a function of salt concentration, and we deduce that DNA in the 34-bp mode is bent around-but not wrapped on-the body of HU, in contrast to specific binding of integration host factor. Analyses of binding isotherms (8-bp, 15-bp, and 34-bp DNA) and initial binding heats (34-bp, 38-bp, and 160-bp DNA) reveal that all three modes have similar log-log salt concentration derivatives of the binding constants (Sk(i)) even though their binding site sizes differ greatly; the most probable values of Sk(i) on 34-bp DNA or larger DNA are -7.5±0.5. From the similarity of Sk(i) values, we conclude that the binding interfaces of all three modes involve the same region of the arms and saddle of HU. All modes are entropy-driven, as expected for nonspecific binding driven by the polyelectrolyte effect. The bent DNA 34-bp mode is most endothermic, presumably because of the cost of HU-induced DNA bending, while the 6-bp mode is modestly exothermic at all salt concentrations examined. Structural models consistent with the observed Sk(i) values are proposed.
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Affiliation(s)
- Junseock Koh
- Program in Biophysics, University of Wisconsin-Madison, Madison, WI 53706, USA.
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Abstract
Alternative σ-factors of bacteria bind core RNA polymerase to program the specific promoter selectivity of the holoenzyme. Signal-responsive changes in the availability of different σ-factors redistribute the RNA polymerase among the distinct promoter classes in the genome for appropriate adaptive, developmental and survival responses. The σ(54) -factor is structurally and functionally distinct from all other σ-factors. Consequently, binding of σ(54) to RNA polymerase confers unique features on the cognate holoenzyme, which requires activation by an unusual class of mechano-transcriptional activators, whose activities are highly regulated in response to environmental cues. This review summarizes the current understanding of the mechanisms of transcriptional activation by σ(54) -RNA polymerase and highlights the impact of global regulatory factors on transcriptional efficiency from σ(54) -dependent promoters. These global factors include the DNA-bending proteins IHF and CRP, the nucleotide alarmone ppGpp, and the RNA polymerase-targeting protein DksA.
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