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Farhangi Z, Tabatabaee Yazdi F, Yakhchali B. Simultaneous Expression of Recombinant Cellulase and Protease in An Indigenous Bacillus Cereus Strain. IRANIAN JOURNAL OF BIOTECHNOLOGY 2024; 22:e3840. [PMID: 40225294 PMCID: PMC11993233 DOI: 10.30498/ijb.2024.427242.3840] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/06/2024] [Accepted: 10/29/2024] [Indexed: 04/15/2025]
Abstract
Background Gene manipulation has a wide array of applications in microorganisms. We can construct multifunctional bacterial strains by gene manipulation and gene editing in order to produce several industrial biomaterials including enzymes at the same time. Objective According to the importance of cellulase in various industries, including food industry, the purpose of this study was aimed to produce cellulase in an indigenous Bacillus cereus EG296 strain through gene manipulation. Materials and Methods The Bacillus subtilis 168 cellulase gene, located between the regulatory upstream and downstream regions of Bacillus cereus protease gene (aprE), was amplified by SOEing PCR and transformed into the Bacillus cereus EG296 by natural transformation. After selection of the strains with cellulase activity, the scoC gene (Negative transcriptional regulator of aprE gene) was also deleted from the genome of the transformant by homologous recombination in order to increase the cellulase and protease activities simultaneously. Results The Bacillus cereus cells were acquired the cellulase gene into their genome with cellulase activity of about 0.61 u.mL-1. By scoC gene deletion, the protease activity reached to 363.14 u.mL-1 from 230 u.mL-1. Meanwhile, the cellulase activity under the control of the protease promoter was also increased to 0.78 u.mL-1 from 0.61 u.mL-1. The cellulase and protease expressed in B. cereus have an instability index of 26.16 and 20.18 respectively, which is much lower than threshold of 40. Accordingly, it can be concluded that both enzymes are considered to be stable. Conclusion As a result, we obtained a genetically engineered strain that had the ability to produce and secrete two important industrial extracellular enzymes (cellulase and protease), with easy downstream purification processes.
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Affiliation(s)
- Zainab Farhangi
- Department of Food Science and Technology, Faculty of Agriculture, Ferdowsi University of Mashhad, Mashhad, Iran
| | - Farideh Tabatabaee Yazdi
- Department of Food Science and Technology, Faculty of Agriculture, Ferdowsi University of Mashhad, Mashhad, Iran
| | - Bagher Yakhchali
- Institute of Industrial and Environmental Biotechnology, National Institute of Genetic Engineering and Biotechnology (NIGEB), Tehran, I. R. Iran
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Fernandez NL, Simmons LA. Two distinct regulatory systems control pulcherrimin biosynthesis in Bacillus subtilis. PLoS Genet 2024; 20:e1011283. [PMID: 38753885 PMCID: PMC11135676 DOI: 10.1371/journal.pgen.1011283] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2024] [Revised: 05/29/2024] [Accepted: 05/03/2024] [Indexed: 05/18/2024] Open
Abstract
Regulation of transcription is a fundamental process that allows bacteria to respond to external stimuli with appropriate timing and magnitude of response. In the soil bacterium Bacillus subtilis, transcriptional regulation is at the core of developmental processes needed for cell survival. Gene expression in cells transitioning from exponential phase to stationary phase is under the control of a group of transcription factors called transition state regulators (TSRs). TSRs influence numerous developmental processes including the decision between biofilm formation and motility, genetic competence, and sporulation, but the extent to which TSRs influence bacterial physiology remains to be fully elucidated. Here, we demonstrate two TSRs, ScoC and AbrB, along with the MarR-family transcription factor PchR negatively regulate production of the iron chelator pulcherrimin in B. subtilis. Genetic analysis of the relationship between the three transcription factors indicate that all are necessary to limit pulcherrimin production during exponential phase and influence the rate and total amount of pulcherrimin produced. Similarly, expression of the pulcherrimin biosynthesis gene yvmC was found to be under control of ScoC, AbrB, and PchR and correlated with the amount of pulcherrimin produced by each background. Lastly, our in vitro data indicate a weak direct role for ScoC in controlling pulcherrimin production along with AbrB and PchR. The layered regulation by two distinct regulatory systems underscores the important role for pulcherrimin in B. subtilis physiology.
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Affiliation(s)
- Nicolas L. Fernandez
- Department of Molecular, Cellular, and Developmental Biology, University of Michigan, Ann Arbor, Michigan, United States of America
| | - Lyle A. Simmons
- Department of Molecular, Cellular, and Developmental Biology, University of Michigan, Ann Arbor, Michigan, United States of America
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3
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Fernandez NL, Simmons LA. Two Distinct Regulatory Systems Control Pulcherrimin Biosynthesis in Bacillus subtilis. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.01.03.574033. [PMID: 38260623 PMCID: PMC10802322 DOI: 10.1101/2024.01.03.574033] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/24/2024]
Abstract
Regulation of transcription is a fundamental process that allows bacteria to respond to external stimuli with appropriate timing and magnitude of response. In the soil bacterium Bacillus subtilis, transcriptional regulation is at the core of developmental processes needed for cell survival. Gene expression in cells transitioning from exponential phase to stationary phase is under the control of a group of transcription factors called transition state regulators (TSRs). TSRs influence numerous developmental processes including the decision between biofilm formation and motility, genetic competence, and sporulation, but the extent to which TSRs influence bacterial physiology remains to be fully elucidated. Here, we demonstrate two TSRs, ScoC and AbrB, along with the MerR-family transcription factor PchR negatively regulate production of the iron chelator pulcherrimin in B. subtilis. Genetic analysis of the relationship between the three transcription factors indicate that all are necessary to limit pulcherrimin production during exponential phase and influence the rate and total amount of pulcherrimin produced. Similarly, expression of the pulcherrimin biosynthesis gene yvmC was found to be under control of ScoC, AbrB, and PchR and correlated with the amount of pulcherrimin produced by each background. Lastly, our in vitro data indicate a weak direct role for ScoC in controlling pulcherrimin production along with AbrB and PchR. The layered regulation by two distinct regulatory systems underscores the important, and somewhat enigmatic, role for pulcherrimin in B. subtilis physiology.
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Affiliation(s)
- Nicolas L. Fernandez
- Department of Molecular, Cellular, and Developmental Biology, University of Michigan, Ann Arbor, MI 48109
| | - Lyle A. Simmons
- Department of Molecular, Cellular, and Developmental Biology, University of Michigan, Ann Arbor, MI 48109
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4
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Islam T, Rabbee MF, Choi J, Baek KH. Biosynthesis, Molecular Regulation, and Application of Bacilysin Produced by Bacillus Species. Metabolites 2022; 12:397. [PMID: 35629901 PMCID: PMC9147277 DOI: 10.3390/metabo12050397] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2022] [Revised: 04/21/2022] [Accepted: 04/25/2022] [Indexed: 11/24/2022] Open
Abstract
Microbes produce a diverse range of secondary metabolites in response to various environmental factors and interspecies competition. This enables them to become superior in a particular environment. Bacilysin, a dipeptide antibiotic produced by Bacillus species, is active against a broad range of microorganisms. Because of its simple structure and excellent mode of action, i.e., through the inhibition of glucosamine 6-phosphate synthase, it has drawn the attention of researchers. In addition, it acts as a pleiotropic signaling molecule that affects different cellular activities. However, all Bacillus species are not capable of producing bacilysin. The biosynthesis of bacilysin by Bacillus species is not uniform throughout the population; specificity and heterogeneity at both the strain and species levels has been observed. This review discusses how bacilysin is biosynthesized by Bacillus species, the regulators of its biosynthesis, its importance in the host, and the abiotic factors affecting bacilysin production.
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Affiliation(s)
| | | | | | - Kwang-Hyun Baek
- Department of Biotechnology, Yeungnam University, Gyeongsan 38541, Korea; (T.I.); (M.F.R.); (J.C.)
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5
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Nye TM, Fernandez NL, Simmons LA. A positive perspective on DNA methylation: regulatory functions of DNA methylation outside of host defense in Gram-positive bacteria. Crit Rev Biochem Mol Biol 2020; 55:576-591. [PMID: 33059472 DOI: 10.1080/10409238.2020.1828257] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
The presence of post-replicative DNA methylation is pervasive among both prokaryotic and eukaryotic organisms. In bacteria, the study of DNA methylation has largely been in the context of restriction-modification systems, where DNA methylation serves to safeguard the chromosome against restriction endonuclease cleavage intended for invading DNA. There has been a growing recognition that the methyltransferase component of restriction-modification systems can also regulate gene expression, with important contributions to virulence factor gene expression in bacterial pathogens. Outside of restriction-modification systems, DNA methylation from orphan methyltransferases, which lack cognate restriction endonucleases, has been shown to regulate important processes, including DNA replication, DNA mismatch repair, and the regulation of gene expression. The majority of research and review articles have been focused on DNA methylation in the context of Gram-negative bacteria, with emphasis toward Escherichia coli, Caulobacter crescentus, and related Proteobacteria. Here we summarize the epigenetic functions of DNA methylation outside of host defense in Gram-positive bacteria, with a focus on the regulatory effects of both phase variable methyltransferases and DNA methyltransferases from traditional restriction-modification systems.
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Affiliation(s)
- Taylor M Nye
- Department of Molecular, Cellular, and Developmental Biology, University of Michigan, Ann Arbor, MI, USA
| | - Nicolas L Fernandez
- Department of Molecular, Cellular, and Developmental Biology, University of Michigan, Ann Arbor, MI, USA
| | - Lyle A Simmons
- Department of Molecular, Cellular, and Developmental Biology, University of Michigan, Ann Arbor, MI, USA
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6
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Mechanisms for Induction of Microbial Extracellular Proteases in Response to Exterior Proteins. Appl Environ Microbiol 2020; 86:AEM.01036-20. [PMID: 32709731 DOI: 10.1128/aem.01036-20] [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] [Indexed: 12/31/2022] Open
Abstract
Proteins are a main organic nitrogen source for microorganisms. Many heterotrophic microorganisms secrete extracellular proteases (ex-proteases) to efficiently decompose proteins into oligopeptides and amino acids when exterior proteins are required for growth. These ex-proteases not only play important roles in microbial nutrient acquisition or host infection but also contribute greatly to the global recycling of carbon and nitrogen. Moreover, may microbial ex-proteases have important applications in industrial, medical, and biotechnological areas. Therefore, uncovering the mechanisms by which microorganisms initiate the expression of ex-protease genes in response to exterior proteins is of great significance. In this review, the progress made in understanding the induction mechanisms of microbial ex-proteases in response to exterior proteins is summarized, with a focus on the inducer molecules, membrane sensors, and downstream pathways. Problems to be solved for better understanding of the induction mechanisms of microbial ex-proteases are also discussed.
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7
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Nye TM, van Gijtenbeek LA, Stevens AG, Schroeder JW, Randall JR, Matthews LA, Simmons LA. Methyltransferase DnmA is responsible for genome-wide N6-methyladenosine modifications at non-palindromic recognition sites in Bacillus subtilis. Nucleic Acids Res 2020; 48:5332-5348. [PMID: 32324221 PMCID: PMC7261158 DOI: 10.1093/nar/gkaa266] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2019] [Revised: 04/02/2020] [Accepted: 04/06/2020] [Indexed: 12/20/2022] Open
Abstract
The genomes of organisms from all three domains of life harbor endogenous base modifications in the form of DNA methylation. In bacterial genomes, methylation occurs on adenosine and cytidine residues to include N6-methyladenine (m6A), 5-methylcytosine (m5C), and N4-methylcytosine (m4C). Bacterial DNA methylation has been well characterized in the context of restriction-modification (RM) systems, where methylation regulates DNA incision by the cognate restriction endonuclease. Relative to RM systems less is known about how m6A contributes to the epigenetic regulation of cellular functions in Gram-positive bacteria. Here, we characterize site-specific m6A modifications in the non-palindromic sequence GACGmAG within the genomes of Bacillus subtilis strains. We demonstrate that the yeeA gene is a methyltransferase responsible for the presence of m6A modifications. We show that methylation from YeeA does not function to limit DNA uptake during natural transformation. Instead, we identify a subset of promoters that contain the methylation consensus sequence and show that loss of methylation within promoter regions causes a decrease in reporter expression. Further, we identify a transcriptional repressor that preferentially binds an unmethylated promoter used in the reporter assays. With these results we suggest that m6A modifications in B. subtilis function to promote gene expression.
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Affiliation(s)
- Taylor M Nye
- Department of Molecular, Cellular, and Developmental Biology University of Michigan, Ann Arbor, MI 48109-1055, USA
| | - Lieke A van Gijtenbeek
- Department of Molecular, Cellular, and Developmental Biology University of Michigan, Ann Arbor, MI 48109-1055, USA
| | - Amanda G Stevens
- Department of Molecular, Cellular, and Developmental Biology University of Michigan, Ann Arbor, MI 48109-1055, USA
| | - Jeremy W Schroeder
- Department of Molecular, Cellular, and Developmental Biology University of Michigan, Ann Arbor, MI 48109-1055, USA
| | - Justin R Randall
- Department of Molecular, Cellular, and Developmental Biology University of Michigan, Ann Arbor, MI 48109-1055, USA
| | - Lindsay A Matthews
- Department of Molecular, Cellular, and Developmental Biology University of Michigan, Ann Arbor, MI 48109-1055, USA
| | - Lyle A Simmons
- Department of Molecular, Cellular, and Developmental Biology University of Michigan, Ann Arbor, MI 48109-1055, USA
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8
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The evolution of MarR family transcription factors as counter-silencers in regulatory networks. Curr Opin Microbiol 2020; 55:1-8. [PMID: 32044654 DOI: 10.1016/j.mib.2020.01.002] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2019] [Revised: 12/29/2019] [Accepted: 01/03/2020] [Indexed: 11/21/2022]
Abstract
Gene duplication facilitates the evolution of biological complexity, as one copy of a gene retains its original function while a duplicate copy can acquire mutations that would otherwise diminish fitness. Duplication has played a particularly important role in the evolution of regulatory networks by permitting novel regulatory interactions and responses to stimuli. The diverse MarR family of transcription factors (MFTFs) illustrate this concept, ranging from highly specific repressors of single operons to pleiotropic global regulators controlling hundreds of genes. MFTFs are often genetically and functionally linked to antimicrobial efflux systems. However, the SlyA MFTF lineage in the Enterobacteriaceae plays little or no role in regulating efflux but rather functions as transcriptional counter-silencers, which alleviate xenogeneic silencing of horizontally acquired genes and facilitate bacterial evolution by horizontal gene transfer. This review will explore recent advances in our understanding of MFTF traits that have contributed to their functional evolution.
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9
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The oligopeptide ABC-importers are essential communication channels in Gram-positive bacteria. Res Microbiol 2019; 170:338-344. [PMID: 31376485 DOI: 10.1016/j.resmic.2019.07.004] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2019] [Accepted: 07/12/2019] [Indexed: 12/27/2022]
Abstract
The transport of peptides in microorganisms plays an important role in their physiology and behavior, both as a nutrient source and as a proxy to sense their environment. This latter function is evidenced in Gram-positive bacteria where cell-cell communication is mediated by small peptides. Here, we highlight the importance of the oligopeptide permease (Opp) systems in the various major processes controlled by signaling peptides, such as sporulation, virulence and conjugation. We underline that the functioning of these communication systems is tightly linked to the developmental status of the bacteria via the regulation of opp gene expression by transition phase regulators.
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10
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Han LL, Liu YC, Miao CC, Feng H. Disruption of the pleiotropic gene scoC causes transcriptomic and phenotypical changes in Bacillus pumilus BA06. BMC Genomics 2019; 20:327. [PMID: 31039790 PMCID: PMC6492404 DOI: 10.1186/s12864-019-5671-8] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/25/2018] [Accepted: 04/08/2019] [Indexed: 01/18/2023] Open
Abstract
BACKGROUND Bacillus pumilus is a Gram-positive and endospore-forming bacterium broadly existing in a variety of environmental niches. Because it produces and secrets many industrially useful enzymes, a lot of studies have been done to understand the underlying mechanisms. Among them, scoC was originally identified as a pleiotropic transcription factor negatively regulating protease production and sporulation in B. subtilis. Nevertheless, its role in B. pumilus largely remains unknown. RESULTS In this study we successfully disrupted scoC gene in B. pumilus BA06 and found increased total extracellular protease activity in scoC mutant strain. Surprisingly, we also found that scoC disruption reduced cell motility possibly by affecting flagella formation. To better understand the underlying mechanism, we performed transcriptome analysis with RNA sequencing. The result showed that more than one thousand genes were alternated at transcriptional level across multiple growth phases, and among them the largest number of differentially expressed genes (DEGs) were identified at the transition time point (12 h) between the exponential growth and the stationary growth phases. In accordance with the altered phenotype, many protease genes especially the aprE gene encoding alkaline protease were transcriptionally regulated. In contrast to the finding in B. subtilis, the aprN gene encoding neutral protease was transcriptionally downregulated in B. pumilus, implicating that scoC plays strain-specific roles. CONCLUSIONS The pleiotropic transcription factor ScoC plays multiple roles in various cellular processes in B. pumilus, some of which were previously reported in B. subtilis. The supervising finding is the identification of ScoC as a positive regulator for flagella formation and bacterial motility. Our transcriptome data may provide hints to understand the underlying mechanism.
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Affiliation(s)
- Lin-Li Han
- Key Laboratory for Bio-resources and Eco-Environment of the Ministry of Education, Sichuan Key Laboratory of Molecular Biology and Biotechnology, College of Life Sciences, Sichuan University, Chengdu, People's Republic of China
| | - Yong-Cheng Liu
- Key Laboratory for Bio-resources and Eco-Environment of the Ministry of Education, Sichuan Key Laboratory of Molecular Biology and Biotechnology, College of Life Sciences, Sichuan University, Chengdu, People's Republic of China
| | - Cui-Cui Miao
- Key Laboratory for Bio-resources and Eco-Environment of the Ministry of Education, Sichuan Key Laboratory of Molecular Biology and Biotechnology, College of Life Sciences, Sichuan University, Chengdu, People's Republic of China
| | - Hong Feng
- Key Laboratory for Bio-resources and Eco-Environment of the Ministry of Education, Sichuan Key Laboratory of Molecular Biology and Biotechnology, College of Life Sciences, Sichuan University, Chengdu, People's Republic of China.
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CodY-Dependent Regulation of Sporulation in Clostridium difficile. J Bacteriol 2016; 198:2113-30. [PMID: 27246573 DOI: 10.1128/jb.00220-16] [Citation(s) in RCA: 55] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2016] [Accepted: 05/22/2016] [Indexed: 01/05/2023] Open
Abstract
UNLABELLED Clostridium difficile must form a spore to survive outside the gastrointestinal tract. The factors that trigger sporulation in C. difficile remain poorly understood. Previous studies have suggested that a link exists between nutritional status and sporulation initiation in C. difficile In this study, we investigated the impact of the global nutritional regulator CodY on sporulation in C. difficile strains from the historical 012 ribotype and the current epidemic 027 ribotype. Sporulation frequencies were increased in both backgrounds, demonstrating that CodY represses sporulation in C. difficile The 027 codY mutant exhibited a greater increase in spore formation than the 012 codY mutant. To determine the role of CodY in the observed sporulation phenotypes, we examined several factors that are known to influence sporulation in C. difficile Using transcriptional reporter fusions and quantitative reverse transcription-PCR (qRT-PCR) analysis, we found that two loci associated with the initiation of sporulation, opp and sinR, are regulated by CodY. The data demonstrate that CodY is a repressor of sporulation in C. difficile and that the impact of CodY on sporulation and expression of specific genes is significantly influenced by the strain background. These results suggest that the variability of CodY-dependent regulation is an important contributor to virulence and sporulation in current epidemic isolates. This report provides further evidence that nutritional state, virulence, and sporulation are linked in C. difficile IMPORTANCE This study sought to examine the relationship between nutrition and sporulation in C. difficile by examining the global nutritional regulator CodY. CodY is a known virulence and nutritional regulator of C. difficile, but its role in sporulation was unknown. Here, we demonstrate that CodY is a negative regulator of sporulation in two different ribotypes of C. difficile We also demonstrate that CodY regulates known effectors of sporulation, Opp and SinR. These results support the idea that nutrient limitation is a trigger for sporulation in C. difficile and that the response to nutrient limitation is coordinated by CodY. Additionally, we demonstrate that CodY has an altered role in sporulation regulation for some strains.
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Meeske AJ, Rodrigues CDA, Brady J, Lim HC, Bernhardt TG, Rudner DZ. High-Throughput Genetic Screens Identify a Large and Diverse Collection of New Sporulation Genes in Bacillus subtilis. PLoS Biol 2016; 14:e1002341. [PMID: 26735940 PMCID: PMC4703394 DOI: 10.1371/journal.pbio.1002341] [Citation(s) in RCA: 78] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2015] [Accepted: 11/25/2015] [Indexed: 01/09/2023] Open
Abstract
The differentiation of the bacterium Bacillus subtilis into a dormant spore is among the most well-characterized developmental pathways in biology. Classical genetic screens performed over the past half century identified scores of factors involved in every step of this morphological process. More recently, transcriptional profiling uncovered additional sporulation-induced genes required for successful spore development. Here, we used transposon-sequencing (Tn-seq) to assess whether there were any sporulation genes left to be discovered. Our screen identified 133 out of the 148 genes with known sporulation defects. Surprisingly, we discovered 24 additional genes that had not been previously implicated in spore formation. To investigate their functions, we used fluorescence microscopy to survey early, middle, and late stages of differentiation of null mutants from the B. subtilis ordered knockout collection. This analysis identified mutants that are delayed in the initiation of sporulation, defective in membrane remodeling, and impaired in spore maturation. Several mutants had novel sporulation phenotypes. We performed in-depth characterization of two new factors that participate in cell–cell signaling pathways during sporulation. One (SpoIIT) functions in the activation of σE in the mother cell; the other (SpoIIIL) is required for σG activity in the forespore. Our analysis also revealed that as many as 36 sporulation-induced genes with no previously reported mutant phenotypes are required for timely spore maturation. Finally, we discovered a large set of transposon insertions that trigger premature initiation of sporulation. Our results highlight the power of Tn-seq for the discovery of new genes and novel pathways in sporulation and, combined with the recently completed null mutant collection, open the door for similar screens in other, less well-characterized processes. Transposon sequencing enables the recovery of virtually all previously characterized genes required for the differentiation of the bacterium Bacillus subtilis into a dormant spore and identifies 24 new ones. When starved of nutrients, the bacterium Bacillus subtilis differentiates into a dormant spore that is impervious to environmental insults. Decades of research have uncovered over 100 genes required for spore formation. Molecular dissection of these genes has revealed factors that act at every stage of this developmental process. In this study, we used a high-throughput genetic screening method called transposon sequencing to assess whether there were any sporulation genes left to be discovered. This approach identified virtually all of the known sporulation genes, as well as 24 new ones. Furthermore, transposon sequencing enabled the discovery of two new sets of mutants in which the sporulation process was either delayed or accelerated. Using fluorescence microscopy, we determined the developmental stage at which each mutant was impaired and discovered mutants that are delayed in initiation of sporulation, or defective in morphogenesis, cell–cell signaling, or spore maturation. Our findings exemplify the utility of transposon sequencing to uncover new biology in well-studied processes, suggesting that it could similarly be used to identify novel genes required for other aspects of bacterial physiology, such as natural competence, stationary phase survival, or the responses to cell envelope stress and DNA damage.
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Affiliation(s)
- Alexander J. Meeske
- Department of Microbiology and Immunobiology, Harvard Medical School, Boston, Massachusetts, United States of America
| | - Christopher D. A. Rodrigues
- Department of Microbiology and Immunobiology, Harvard Medical School, Boston, Massachusetts, United States of America
| | - Jacqueline Brady
- Department of Microbiology and Immunobiology, Harvard Medical School, Boston, Massachusetts, United States of America
| | - Hoong Chuin Lim
- Department of Microbiology and Immunobiology, Harvard Medical School, Boston, Massachusetts, United States of America
| | - Thomas G. Bernhardt
- Department of Microbiology and Immunobiology, Harvard Medical School, Boston, Massachusetts, United States of America
| | - David Z. Rudner
- Department of Microbiology and Immunobiology, Harvard Medical School, Boston, Massachusetts, United States of America
- * E-mail:
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Interplay of CodY and ScoC in the Regulation of Major Extracellular Protease Genes of Bacillus subtilis. J Bacteriol 2016; 198:907-20. [PMID: 26728191 DOI: 10.1128/jb.00894-15] [Citation(s) in RCA: 43] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2015] [Accepted: 12/24/2015] [Indexed: 11/20/2022] Open
Abstract
UNLABELLED AprE and NprE are two major extracellular proteases in Bacillus subtilis whose expression is directly regulated by several pleiotropic transcriptional factors, including AbrB, DegU, ScoC, and SinR. In cells growing in a rich, complex medium, the aprE and nprE genes are strongly expressed only during the post-exponential growth phase; mutations in genes encoding the known regulators affect the level of post-exponential-phase gene expression but do not permit high-level expression during the exponential growth phase. Using DNA-binding assays and expression and mutational analyses, we have shown that the genes for both exoproteases are also under strong, direct, negative control by the global transcriptional regulator CodY. However, because CodY also represses scoC, little or no derepression of aprE and nprE was seen in a codY null mutant due to overexpression of scoC. Thus, CodY is also an indirect positive regulator of these genes by limiting the synthesis of a second repressor. In addition, in cells growing under conditions that activate CodY, a scoC null mutation had little effect on aprE or nprE expression; full effects of scoC or codY null mutations could be seen only in the absence of the other regulator. However, even the codY scoC double mutant did not show high levels of aprE and nprE gene expression during exponential growth phase in a rich, complex medium. Only a third mutation, in abrB, allowed such expression. Thus, three repressors can contribute to reducing exoprotease gene expression during growth in the presence of excess nutrients. IMPORTANCE The major Bacillus subtilis exoproteases, AprE and NprE, are important metabolic enzymes whose genes are subject to complex regulation by multiple transcription factors. We show here that expression of the aprE and nprE genes is also controlled, both directly and indirectly, by CodY, a global transcriptional regulator that responds to the intracellular pools of amino acids. Direct CodY-mediated repression explains a long-standing puzzle, that is, why exoproteases are not produced when cells are growing exponentially in a medium containing abundant quantities of proteins or their degradation products. Indirect regulation of aprE and nprE through CodY-mediated repression of the scoC gene, encoding another pleiotropic repressor, serves to maintain a significant level of repression of exoprotease genes when CodY loses activity.
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Intermediate Levels of Bacillus subtilis CodY Activity Are Required for Derepression of the Branched-Chain Amino Acid Permease, BraB. PLoS Genet 2015; 11:e1005600. [PMID: 26473603 PMCID: PMC4608796 DOI: 10.1371/journal.pgen.1005600] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2015] [Accepted: 09/22/2015] [Indexed: 11/22/2022] Open
Abstract
The global transcriptional regulator, CodY, binds strongly to the regulatory region of the braB gene, which encodes a Bacillus subtilis branched-chain amino acid (BCAA) permease. However, under conditions that maximize CodY activity, braB expression was similar in wild-type and codY null mutant cells. Nonetheless, expression from the braB promoter was significantly elevated in cells containing partially active mutant versions of CodY or in wild-type cells under growth conditions leading to intermediate levels of CodY activity. This novel pattern of regulation was shown to be due to two opposing mechanisms, negative and positive, by which CodY affects braB expression. A strong CodY-binding site located downstream of the transcription start point conferred negative regulation by direct interaction with CodY. Additionally, sequences upstream and downstream of the promoter were required for repression by a second pleiotropic B. subtilis regulator, ScoC, whose own expression is repressed by CodY. ScoC-mediated repression of braB in codY null mutants cells was as efficient as direct, CodY-mediated repression in wild-type cells under conditions of high CodY activity. However, under conditions of reduced CodY activity, CodY-mediated repression was relieved to a greater extent than ScoC-mediated repression was increased, leading to elevated braB expression. We conclude that restricting increased expression of braB to conditions of moderate nutrient limitation is the raison d’être of the feed-forward regulatory loop formed by CodY and ScoC at the braB promoter. The increase in BraB expression only at intermediate activities of CodY may facilitate the uptake of BCAA when they are not in excess but prevent unneeded BraB synthesis when other BCAA transporters are active. Expression of Bacillus subtilis BraB, a branched-chain amino acid permease, is under both negative and positive control by a global transcriptional regulator CodY. The negative control is direct and the positive control is indirect and mediated by another B. subtilis pleiotropic transcriptional regulator, ScoC, which, in turn, is repressed by CodY. Thus, CodY and ScoC form a feed-forward regulatory loop at the braB promoter. In a very unusual manner, the interaction of CodY and ScoC results in high braB expression only at intermediate CodY activities; braB expression remains low both at high and low CodY activities. The novel regulation of braB shows that important, novel regulatory phenomena can be missed by analyzing null mutants in regulatory genes but revealed by using mutants with partial activity.
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15
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Belitsky BR, Barbieri G, Albertini AM, Ferrari E, Strauch MA, Sonenshein AL. Interactive regulation by the Bacillus subtilis global regulators CodY and ScoC. Mol Microbiol 2015; 97:698-716. [PMID: 25966844 DOI: 10.1111/mmi.13056] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/08/2015] [Indexed: 11/28/2022]
Abstract
CodY and ScoC are Bacillus subtilis transcriptional regulators that control the expression of dozens of genes and operons. Using scoC-lacZ fusions and DNA-binding experiments, we show here that scoC is directly repressed by CodY. This effect creates multiple forms of cascade regulation. For instance, expression of the dtpT gene, which is directly and negatively controlled by ScoC and encodes a putative oligopeptide permease, was activated indirectly by CodY due to CodY-mediated repression of scoC. The opp operon, which encodes an oligopeptide permease that is essential for sporulation and genetic competence development, proved to be a direct target of repression by both ScoC and CodY but was not significantly affected in codY or scoC single mutants. The combined actions of CodY and ScoC maintain opp repression when either one of the regulators loses activity but limit the level of repression to that provided by one of the regulators acting alone. Under conditions of nitrogen limitation, repression by ScoC of dtpT and opp was partly prevented by TnrA. Thus, the functioning of ScoC is determined by other transcription factors via modulation of its expression or DNA binding.
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Affiliation(s)
- Boris R Belitsky
- Department of Molecular Biology and Microbiology, Tufts University School of Medicine, Boston, MA, 02111, USA
| | - Giulia Barbieri
- Dipartimento di Biologia e Biotecnologie 'Lazzaro Spallanzani', Università di Pavia, Pavia, Italy
| | - Alessandra M Albertini
- Dipartimento di Biologia e Biotecnologie 'Lazzaro Spallanzani', Università di Pavia, Pavia, Italy
| | - Eugenio Ferrari
- Dipartimento di Biologia e Biotecnologie 'Lazzaro Spallanzani', Università di Pavia, Pavia, Italy
| | - Mark A Strauch
- Department of Biomedical Sciences, University of Maryland Dental School, Baltimore, MD, 21201, USA
| | - Abraham L Sonenshein
- Department of Molecular Biology and Microbiology, Tufts University School of Medicine, Boston, MA, 02111, USA
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16
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Conserved oligopeptide permeases modulate sporulation initiation in Clostridium difficile. Infect Immun 2014; 82:4276-91. [PMID: 25069979 DOI: 10.1128/iai.02323-14] [Citation(s) in RCA: 74] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022] Open
Abstract
The anaerobic gastrointestinal pathogen Clostridium difficile must form a metabolically dormant spore to survive in oxygenic environments and be transmitted from host to host. The regulatory factors by which C. difficile initiates and controls the early stages of sporulation in C. difficile are not highly conserved in other Clostridium or Bacillus species. Here, we investigated the role of two conserved oligopeptide permeases, Opp and App, in the regulation of sporulation in C. difficile. These permeases are known to positively affect sporulation in Bacillus species through the import of sporulation-specific quorum-sensing peptides. In contrast to other spore-forming bacteria, we discovered that inactivating these permeases in C. difficile resulted in the earlier expression of early sporulation genes and increased sporulation in vitro. Furthermore, disruption of opp and app resulted in greater virulence and increased the amounts of spores recovered from feces in the hamster model of C. difficile infection. Our data suggest that Opp and App indirectly inhibit sporulation, likely through the activities of the transcriptional regulator SinR and its inhibitor, SinI. Taken together, these results indicate that the Opp and App transporters serve a different function in controlling sporulation and virulence in C. difficile than in Bacillus subtilis and suggest that nutrient availability plays a significant role in pathogenesis and sporulation in vivo. This study suggests a link between the nutritional status of the environment and sporulation initiation in C. difficile.
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Bacillus subtilis
Systems Biology: Applications of -Omics Techniques to the Study of Endospore Formation. Microbiol Spectr 2014; 2. [DOI: 10.1128/microbiolspec.tbs-0019-2013] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
Abstract
ABSTRACT
Endospore-forming bacteria, with
Bacillus subtilis
being the prevalent model organism, belong to the phylum Firmicutes. Although the last common ancestor of all
Firmicutes
is likely to have been an endospore-forming species, not every lineage in the phylum has maintained the ability to produce endospores (hereafter, spores). In 1997, the release of the full genome sequence for
B. subtilis
strain 168 marked the beginning of the genomic era for the study of spore formation (sporulation). In this original genome sequence, 139 of the 4,100 protein-coding genes were annotated as sporulation genes. By the time a revised genome sequence with updated annotations was published in 2009, that number had increased significantly, especially since transcriptional profiling studies (transcriptomics) led to the identification of several genes expressed under the control of known sporulation transcription factors. Over the past decade, genome sequences for multiple spore-forming species have been released (including several strains in the
Bacillus anthracis
/
Bacillus cereus
group and many
Clostridium
species), and phylogenomic analyses have revealed many conserved sporulation genes. Parallel advances in transcriptomics led to the identification of small untranslated regulatory RNAs (sRNAs), including some that are expressed during sporulation. An extended array of -omics techniques, i.e., techniques designed to probe gene function on a genome-wide scale, such as proteomics, metabolomics, and high-throughput protein localization studies, have been implemented in microbiology. Combined with the use of new computational methods for predicting gene function and inferring regulatory relationships on a global scale, these -omics approaches are uncovering novel information about sporulation and a variety of other bacterial cell processes.
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Osmoprotection of Bacillus subtilis through import and proteolysis of proline-containing peptides. Appl Environ Microbiol 2012; 79:576-87. [PMID: 23144141 DOI: 10.1128/aem.01934-12] [Citation(s) in RCA: 46] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022] Open
Abstract
Bacillus subtilis can attain cellular protection against the detrimental effects of high osmolarity through osmotically induced de novo synthesis and uptake of the compatible solute l-proline. We have now found that B. subtilis can also exploit exogenously provided proline-containing peptides of various lengths and compositions as osmoprotectants. Osmoprotection by these types of peptides is generally dependent on their import via the peptide transport systems (Dpp, Opp, App, and DtpT) operating in B. subtilis and relies on their hydrolysis to liberate proline. The effectiveness with which proline-containing peptides confer osmoprotection varies considerably, and this can be correlated with the amount of the liberated and subsequently accumulated free proline by the osmotically stressed cell. Through gene disruption experiments, growth studies, and the quantification of the intracellular proline pool, we have identified the PapA (YqhT) and PapB (YkvY) peptidases as responsible for the hydrolysis of various types of Xaa-Pro dipeptides and Xaa-Pro-Xaa tripeptides. The PapA and PapB peptidases possess overlapping substrate specificities. In contrast, osmoprotection by peptides of various lengths and compositions with a proline residue positioned at their N terminus was not affected by defects in the PapA and PapB peptidases. Taken together, our data provide new insight into the physiology of the osmotic stress response of B. subtilis. They illustrate the flexibility of this ubiquitously distributed microorganism to effectively exploit environmental resources in its acclimatization to sustained high-osmolarity surroundings through the accumulation of compatible solutes.
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19
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The spoIIE homolog of Epulopiscium sp. type B is expressed early in intracellular offspring development. J Bacteriol 2011; 193:2642-6. [PMID: 21398534 DOI: 10.1128/jb.00105-11] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Epulopiscium sp. type B is an enormous intestinal symbiont of the surgeonfish Naso tonganus. Intracellular offspring production in Epulopiscium shares features with endospore formation. Here, we characterize the spoIIE homolog in Epulopiscium. The timing of spoIIE gene expression and presence of interacting partners suggest that the activation of σ(F) occurs early in Epulopiscium offspring development.
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20
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Yang Q, Yi G, Zhang F, Thon MR, Sze SH. Identifying gene clusters within localized regions in multiple genomes. J Comput Biol 2010; 17:657-68. [PMID: 20500020 DOI: 10.1089/cmb.2009.0116] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
An important strategy to study genome evolution is to investigate the clustering of orthologous genes among multiple genomes, in which the most popular approaches require that the distance between adjacent genes in a cluster be small. We investigate a different formulation based on constraining the overall size of a cluster and develop statistical significance estimates that allow direct comparison of clusters of different sizes. We first consider a restricted version which requires that orthologous genes are strictly ordered within each cluster and show that it can be solved in polynomial time. We then develop practical exact algorithms for the unrestricted problem that allows paralogous genes within a genome and clusters that may not appear in every genome while considering a general model in which a gene is allowed to appear in more than one orthologous group. We show that our algorithm can identify biologically relevant gene clusters on four bacterial genomes Bacillus subtilis, Streptococcus pyogenes, Streptococcus pneumoniae, and Clostridium acetobutylicum. We also show that our algorithm can identify significantly more functionally enriched gene clusters on four yeast genomes Saccharomyces cerevisiae, Saccharomyces paradoxus, Saccharomyces mikatae, and Saccharomyces bayanus than previous algorithms. A software program (GCFinder) and a list of gene clusters found on the bacterial and the yeast genomes are available at http://faculty.cse.tamu.edu/shsze/gcfinder .
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Affiliation(s)
- Qingwu Yang
- Department of Computer Science and Engineering, Texas A&M University, College Station, Texas 77843-3112, USA
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Direct regulation of Bacillus subtilis phoPR transcription by transition state regulator ScoC. J Bacteriol 2010; 192:3103-13. [PMID: 20382764 DOI: 10.1128/jb.00089-10] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Induction of the Pho response in Bacillus subtilis occurs when the P(i) concentrations in the growth medium fall below 0.1 mM, a condition which results in slowed cellular growth followed by entry into stationary phase. The phoPR promoter region contains three sigma(A)-responsive promoters; only promoter P(A4) is PhoP autoregulated. Expression of the phoPR operon is postexponential, suggesting the possibility of a repressor role for a transition-state-regulatory protein(s). Expression of a phoPR promoter-lacZ fusion in a scoC loss-of-function mutant strain grown in low-phosphate defined medium was significantly higher than expression in the wild-type strain during exponential growth or stationary phase. Derepression in the scoC strain from a phoP promoter fusion containing a mutation in the CcpA binding site (cre1) was further elevated approximately 1.4-fold, indicating that the repressor effects of ScoC and CcpA on phoP expression were cumulative. DNase I footprinting showed protection of putative binding sites by ScoC, which included the -10 and/or -35 elements of five (P(B1), P(E2), P(A3), P(A4), and P(A6)) of the six promoters within the phoPR promoter region. P(A6) was expressed in vivo from the phoP cre1 promoter fusion in both wild-type and scoC strains. Evidence for ScoC repression in vivo was shown by primer extension for P(A4) and P(A3) from the wild-type promoter and for P(A4) and P(E2) from the phoP cre1 promoter. The latter may reflect ScoC repression of sporulation that indirectly affects phoPR transcription. ScoC was shown to repress P(A6), P(A4), P(E2), and P(B1) in vitro.
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22
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Kodgire P, Rao KK. A dual mode of regulation of flgM by ScoC in Bacillus subtilis. Can J Microbiol 2009; 55:983-9. [PMID: 19898538 DOI: 10.1139/w09-049] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
In Bacillus subtilis, the transition state regulator ScoC indirectly, negatively regulates the anti-sigmaD factor FlgM in a SinR-dependent pathway leading to an increased availability of sigmaD. In addition to the SinR-dependent pathway, ScoC negatively regulates FlgM via directly repressing flgM transcription by binding to two sites in the promoter region of the flgM operon. Our studies also show that the regulation of FlgM by SinR is not at the transcriptional or translational levels. Thus, ScoC shows a dual mode of downregulation of FlgM, via both SinR-dependent and -independent pathways, which eventually results in the increased sigmaD activity.
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23
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ScoC regulates bacilysin production at the transcription level in Bacillus subtilis. J Bacteriol 2009; 191:7367-71. [PMID: 19801406 DOI: 10.1128/jb.01081-09] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Bacillus subtilis mutants with high expression of the bacilysin operon ywfBCDEFG were isolated. Comparative genome sequencing analysis revealed that all of these mutants have a mutation in the scoC gene. The disruption of scoC by genetic engineering also resulted in increased expression of ywfBCDEFG. Primer extension and gel mobility shift analyses showed that the ScoC protein binds directly to the promoter region of ywfBCDEFG. Our results indicate that the transition state regulator ScoC, together with CodY and AbrB, negatively regulates bacilysin production in B. subtilis.
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24
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Kocabaş P, Çalık P, Çalık G, Özdamar TH. Microarray Studies inBacillus subtilis. Biotechnol J 2009; 4:1012-27. [DOI: 10.1002/biot.200800330] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2023]
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25
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Kodgire P, Rao KK. hag expression in Bacillus subtilis is both negatively and positively regulated by ScoC. MICROBIOLOGY (READING, ENGLAND) 2009; 155:142-149. [PMID: 19118355 DOI: 10.1099/mic.0.021899-0] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
In Bacillus subtilis, motility and chemotaxis require the expression of hag, which encodes flagellin. This gene is transcribed by the sigma(D) form of RNA polymerase and is regulated by a group of proteins called transition state regulators (TSRs). Our studies show that hag transcription is negatively regulated by the transition state regulator ScoC, by binding to its promoter. Furthermore, ScoC, indirectly, also positively regulates hag by increasing the availability of sigma(D) by downregulating the levels of the anti-sigma(D)-factor FlgM. We further show that the positive regulation by ScoC predominates over the negative regulation.
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Affiliation(s)
- Prashant Kodgire
- School of Biosciences and Bioengineering, Indian Institute of Technology Bombay, Powai, Mumbai 400076, India
| | - K Krishnamurthy Rao
- School of Biosciences and Bioengineering, Indian Institute of Technology Bombay, Powai, Mumbai 400076, India
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26
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Gutierrez-Ríos RM, Freyre-Gonzalez JA, Resendis O, Collado-Vides J, Saier M, Gosset G. Identification of regulatory network topological units coordinating the genome-wide transcriptional response to glucose in Escherichia coli. BMC Microbiol 2007; 7:53. [PMID: 17559662 PMCID: PMC1905917 DOI: 10.1186/1471-2180-7-53] [Citation(s) in RCA: 54] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2007] [Accepted: 06/08/2007] [Indexed: 11/24/2022] Open
Abstract
Background Glucose is the preferred carbon and energy source for Escherichia coli. A complex regulatory network coordinates gene expression, transport and enzyme activities in response to the presence of this sugar. To determine the extent of the cellular response to glucose, we applied an approach combining global transcriptome and regulatory network analyses. Results Transcriptome data from isogenic wild type and crp- strains grown in Luria-Bertani medium (LB) or LB + 4 g/L glucose (LB+G) were analyzed to identify differentially transcribed genes. We detected 180 and 200 genes displaying increased and reduced relative transcript levels in the presence of glucose, respectively. The observed expression pattern in LB was consistent with a gluconeogenic metabolic state including active transport and interconversion of small molecules and macromolecules, induction of protease-encoding genes and a partial heat shock response. In LB+G, catabolic repression was detected for transport and metabolic interconversion activities. We also detected an increased capacity for de novo synthesis of nucleotides, amino acids and proteins. Cluster analysis of a subset of genes revealed that CRP mediates catabolite repression for most of the genes displaying reduced transcript levels in LB+G, whereas Fis participates in the upregulation of genes under this condition. An analysis of the regulatory network, in terms of topological functional units, revealed 8 interconnected modules which again exposed the importance of Fis and CRP as directly responsible for the coordinated response of the cell. This effect was also seen with other not extensively connected transcription factors such as FruR and PdhR, which showed a consistent response considering media composition. Conclusion This work allowed the identification of eight interconnected regulatory network modules that includes CRP, Fis and other transcriptional factors that respond directly or indirectly to the presence of glucose. In most cases, each of these modules includes genes encoding physiologically related functions, thus indicating a connection between regulatory network topology and related cellular functions involved in nutrient sensing and metabolism.
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Affiliation(s)
- Rosa María Gutierrez-Ríos
- Departamentos de Microbiología Molecular, Instituto de Biotecnología, Universidad Nacional Autónoma de México, Apdo. Postal 510-3, Cuernavaca, Morelos 62250, México
| | - Julio A Freyre-Gonzalez
- Programa de Genómica Computacional, Centro de Ciencias Genómicas, Universidad Nacional Autónoma de México
| | - Osbaldo Resendis
- Programa de Genómica Computacional, Centro de Ciencias Genómicas, Universidad Nacional Autónoma de México
| | - Julio Collado-Vides
- Programa de Genómica Computacional, Centro de Ciencias Genómicas, Universidad Nacional Autónoma de México
| | - Milton Saier
- Division of Biological Sciences, University of California at San Diego, La Jolla, CA, 92093-0116, USA
| | - Guillermo Gosset
- Ingeniería Celular y Biocatálisis, Instituto de Biotecnología, Universidad Nacional Autónoma de México, Apdo. Postal 510-3, Cuernavaca, Morelos 62250, México
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Sidders B, Withers M, Kendall SL, Bacon J, Waddell SJ, Hinds J, Golby P, Movahedzadeh F, Cox RA, Frita R, ten Bokum AMC, Wernisch L, Stoker NG. Quantification of global transcription patterns in prokaryotes using spotted microarrays. Genome Biol 2007; 8:R265. [PMID: 18078514 PMCID: PMC2246267 DOI: 10.1186/gb-2007-8-12-r265] [Citation(s) in RCA: 31] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2007] [Revised: 11/01/2007] [Accepted: 12/13/2007] [Indexed: 11/18/2022] Open
Abstract
We describe an analysis, applicable to any spotted microarray dataset produced using genomic DNA as a reference, that quantifies prokaryotic levels of mRNA on a genome-wide scale. Applying this to Mycobacterium tuberculosis, we validate the technique, show a correlation between level of expression and biological importance, define the complement of invariant genes and analyze absolute levels of expression by functional class to develop ways of understanding an organism's biology without comparison to another growth condition.
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Affiliation(s)
- Ben Sidders
- Department of Pathology and Infectious Diseases, Royal Veterinary College, Royal College Street, London, NW1 0TU, UK
| | - Mike Withers
- Department of Pathology and Infectious Diseases, Royal Veterinary College, Royal College Street, London, NW1 0TU, UK
| | - Sharon L Kendall
- Department of Pathology and Infectious Diseases, Royal Veterinary College, Royal College Street, London, NW1 0TU, UK
| | - Joanna Bacon
- TB Research, CEPR, Health Protection Agency, Porton Down, Salisbury, SP4 0JG, UK
| | - Simon J Waddell
- Medical Microbiology, Division of Cellular and Molecular Medicine, St George's University of London, Cranmer Terrace, Tooting, London, SW17 0RE, UK
| | - Jason Hinds
- Medical Microbiology, Division of Cellular and Molecular Medicine, St George's University of London, Cranmer Terrace, Tooting, London, SW17 0RE, UK
| | - Paul Golby
- Veterinary Laboratories Agency, Woodham Lane, New Haw, Addlestone, Surrey, KT15 3NB, UK
| | - Farahnaz Movahedzadeh
- Department of Pathology and Infectious Diseases, Royal Veterinary College, Royal College Street, London, NW1 0TU, UK
- Institute for Tuberculosis Research College of Pharmacy, University of Illinois at Chicago, Chicago, Illinois, 60612-7231, USA
| | - Robert A Cox
- Division of Mycobacterial Research, National Institute for Medical Research, The Ridgeway, Mill Hill, London, NW7 1AA, UK
| | - Rosangela Frita
- Department of Pathology and Infectious Diseases, Royal Veterinary College, Royal College Street, London, NW1 0TU, UK
| | - Annemieke MC ten Bokum
- Department of Infectious and Tropical Diseases, London School of Hygiene and Tropical Medicine, London, WC1E 7HT, UK
| | - Lorenz Wernisch
- School of Crystallography, Birkbeck College, London, WC1E 7HX, UK
| | - Neil G Stoker
- Department of Pathology and Infectious Diseases, Royal Veterinary College, Royal College Street, London, NW1 0TU, UK
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Wren JD, Conway T. Meta-analysis of published transcriptional and translational fold changes reveals a preference for low-fold inductions. OMICS-A JOURNAL OF INTEGRATIVE BIOLOGY 2006; 10:15-27. [PMID: 16584315 DOI: 10.1089/omi.2006.10.15] [Citation(s) in RCA: 17] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
The goals of this study were to gain a better quantitative understanding of the dynamic range of transcriptional and translational response observed in biological systems and to examine the reporting of regulatory events for trends and biases. A straightforward pattern-matching routine extracted 3,408 independent observations regarding transcriptional fold-changes and 1,125 regarding translational fold-changes from over 15 million MEDLINE abstracts. Approximately 95% of reported changes were > or =2-fold. Further, the historical trend of reporting individual fold-changes is declining in favor of high-throughput methods for transcription but not translation. Where it was possible to compare the average fold-changes in transcription and translation for the same gene/product (203 examples), approximately 53% were a < or =2-fold difference, suggesting a loose tendency for the two to be coupled in magnitude. We found also that approximately three-fourths of reported regulatory events have been at the transcriptional level. The frequency distribution appears to be normally distributed and peaks near 2-fold, suggesting that nature selects for a low-energy solution to regulatory responses. Because high-throughput technologies ordinarily sacrifice measurement quality for quantity, this also suggests that many regulatory events may not be reliably detectable by such technologies. Text mining of regulatory events and responses provides additional information incorporable into microarray analysis, such as prior fold-change observations and flagging genes that are regulated post-transcription. All extracted regulation and response patterns can be downloaded at the following website: www.ou.edu/microarray/ oumcf/Meta_analysis.xls.
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Affiliation(s)
- Jonathan D Wren
- Advanced Center for Genome Technology, Department of Botany and Microbiology, The University of Oklahoma, Norman, 73019, USA.
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29
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Hayashi K, Kensuke T, Kobayashi K, Ogasawara N, Ogura M. Bacillus subtilis RghR (YvaN) represses rapG and rapH, which encode inhibitors of expression of the srfA operon. Mol Microbiol 2006; 59:1714-29. [PMID: 16553878 DOI: 10.1111/j.1365-2958.2006.05059.x] [Citation(s) in RCA: 60] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
Rap proteins regulate the activity of response regulators including Spo0F, DegU and ComA. We found that overexpression of either RapG or RapH severely downregulated the expression of srfA, which belongs to the ComA regulon. Disruption of those genes, however, showed small effects on srfA expression. These observations suggested that Bacillus subtilis cells possess a repressor for rapG and rapH. To identify candidate repressors we developed a novel transcription factor array (TF array) assay, in which disruptions of 287 genes encoding regulatory proteins were independently transformed into a strain carrying rapH-lacZ and the resultant transformants were grown on agar plates containing Xgal to detect beta-galactosidase activity. We identified a yvaN disruptant which showed a rapH-overproducing phenotype. DNA microarray analysis of the yvaN mutant suggested that both rapG and rapH were overproduced, leading to inhibition of srfA expression. In a gel retardation assay, purified His-tagged YvaN specifically bound to promoter sequences of rapG and rapH. Further footprint and gel retardation analyses using various deleted probes uncovered critical sequences for YvaN binding. In addition, a lacZ fusion analysis confirmed the significance of YvaN binding for transcription regulation of rapG and rapH. Thus, YvaN was renamed RghR (rapG and rapH repressor). As the rapH gene is activated by ComK and RapH inhibits comK indirectly, this constitutes an autoregulatory loop modulated by RghR.
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Affiliation(s)
- Kentaro Hayashi
- Department of Marine Science and Technology, Tokai University, Shizuoka, Japan
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Lorca GL, Chung YJ, Barabote RD, Weyler W, Schilling CH, Saier MH. Catabolite repression and activation in Bacillus subtilis: dependency on CcpA, HPr, and HprK. J Bacteriol 2005; 187:7826-39. [PMID: 16267306 PMCID: PMC1280314 DOI: 10.1128/jb.187.22.7826-7839.2005] [Citation(s) in RCA: 77] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2005] [Accepted: 08/22/2005] [Indexed: 11/20/2022] Open
Abstract
Previous studies have suggested that the transcription factor CcpA, as well as the coeffectors HPr and Crh, both phosphorylated by the HprK kinase/phosphorylase, are primary mediators of catabolite repression and catabolite activation in Bacillus subtilis. We here report whole transcriptome analyses that characterize glucose-dependent gene expression in wild-type cells and in isogenic mutants lacking CcpA, HprK, or the HprK phosphorylatable serine in HPr. Binding site identification revealed which genes are likely to be primarily or secondarily regulated by CcpA. Most genes subject to CcpA-dependent regulation are regulated fully by HprK and partially by serine-phosphorylated HPr [HPr(Ser-P)]. A positive linear correlation was noted between the dependencies of catabolite-repressible gene expression on CcpA and HprK, but no such relationship was observed for catabolite-activated genes, suggesting that large numbers of the latter genes are not regulated by the CcpA-HPr(Ser-P) complex. Many genes that mediate nitrogen or phosphorus metabolism as well as those that function in stress responses proved to be subject to CcpA-dependent glucose control. While nitrogen-metabolic genes may be subject to either glucose repression or activation, depending on the gene, almost all glucose-responsive phosphorus-metabolic genes exhibit activation while almost all glucose-responsive stress genes show repression. These responses are discussed from physiological standpoints. These studies expand our appreciation of CcpA-mediated catabolite control and provide insight into potential interregulon control mechanisms in gram-positive bacteria.
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Affiliation(s)
- Graciela L Lorca
- Division of Biological Sciences, University of California at San Diego, La Jolla, 92093-0116, USA
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Zhang Z, Gosset G, Barabote R, Gonzalez CS, Cuevas WA, Saier MH. Functional interactions between the carbon and iron utilization regulators, Crp and Fur, in Escherichia coli. J Bacteriol 2005; 187:980-90. [PMID: 15659676 PMCID: PMC545712 DOI: 10.1128/jb.187.3.980-990.2005] [Citation(s) in RCA: 104] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2004] [Accepted: 10/26/2004] [Indexed: 11/20/2022] Open
Abstract
In Escherichia coli, the ferric uptake regulator (Fur) controls expression of the iron regulon in response to iron availability while the cyclic AMP receptor protein (Crp) regulates expression of the carbon regulon in response to carbon availability. We here identify genes subject to significant changes in expression level in response to the loss of both Fur and Crp. Many iron transport genes and several carbon metabolic genes are subject to dual control, being repressed by the loss of Crp and activated by the loss of Fur. However, the sodB gene, encoding superoxide dismutase, and the aceBAK operon, encoding the glyoxalate shunt enzymes, show the opposite responses, being activated by the loss of Crp and repressed by the loss of Fur. Several other genes including the sdhA-D, sucA-D, and fumA genes, encoding key constituents of the Krebs cycle, proved to be repressed by the loss of both transcription factors. Finally, the loss of both Crp and Fur activated a heterogeneous group of genes under sigmaS control encoding, for example, the cyclopropane fatty acid synthase, Cfa, the glycogen synthesis protein, GlgS, the 30S ribosomal protein, S22, and the mechanosensitive channel protein, YggB. Many genes appeared to be regulated by the two transcription factors in an apparently additive fashion, but apparent positive or negative cooperativity characterized several putative Crp/Fur interactions. Relevant published data were evaluated, putative Crp and Fur binding sites were identified, and representative results were confirmed by real-time PCR. Molecular explanations for some, but not all, of these effects are provided.
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MESH Headings
- Bacterial Proteins/genetics
- Bacterial Proteins/metabolism
- Base Sequence
- Binding Sites
- Carbon/metabolism
- Cyclic AMP Receptor Protein
- DNA, Bacterial/chemistry
- DNA, Bacterial/genetics
- DNA, Bacterial/metabolism
- Escherichia coli/genetics
- Escherichia coli/growth & development
- Escherichia coli/metabolism
- Escherichia coli Proteins/genetics
- Escherichia coli Proteins/metabolism
- Gene Expression Regulation, Bacterial
- Gene Expression Regulation, Enzymologic
- Glucose/metabolism
- Iron/metabolism
- Kinetics
- Nucleic Acid Hybridization
- Phenotype
- Polymerase Chain Reaction
- RNA, Bacterial/genetics
- RNA, Bacterial/isolation & purification
- Receptors, Cell Surface/genetics
- Receptors, Cell Surface/metabolism
- Regulatory Sequences, Nucleic Acid
- Repressor Proteins/genetics
- Repressor Proteins/metabolism
- Transcription Factors/genetics
- Transcription Factors/metabolism
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Affiliation(s)
- Zhongge Zhang
- Division of Biological Sciences, University of California at San Diego, La Jolla, CA 92093-0116, USA
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32
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Amati G, Bisicchia P, Galizzi A. DegU-P represses expression of the motility fla-che operon in Bacillus subtilis. J Bacteriol 2004; 186:6003-14. [PMID: 15342569 PMCID: PMC515139 DOI: 10.1128/jb.186.18.6003-6014.2004] [Citation(s) in RCA: 68] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Bacillus subtilis implements several adaptive strategies to cope with nutrient limitation experienced at the end of exponential growth. The DegS-DegU two-component system is part of the network involved in the regulation of postexponential responses, such as competence development, the production of exoenzymes, and motility. The degU32(Hy) mutation extends the half-life of the phosphorylated form of DegU (DegU-P); this in turn increases the production of alkaline protease, levan-sucrase, and other exoenzymes and inhibits motility and the production of flagella. The expression of the flagellum-specific sigma factor SigD, of the flagellin gene hag, and of the fla-che operon is strongly reduced in a degU32(Hy) genetic background. To investigate the mechanism of action of DegU-P on motility, we isolated mutants of degU32(Hy) that completely suppressed the motility deficiency. The mutations were genetically mapped and characterized by PCR and sequencing. Most of the mutations were found to delete a transcriptional termination signal upstream of the main flagellar operon, fla-che, thus allowing transcriptional readthrough from the cod operon. Two additional mutations improved the sigmaA-dependent promoter sequence of the fla-che operon. Using an electrophoretic mobility shift assay, we have demonstrated that purified DegU binds specifically to the PA promoter region of the fla-che operon. The data suggest that DegU represses transcription of the fla-che operon, and they indicate a central role of the operon in regulating the synthesis and assembly of flagella.
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Affiliation(s)
- Giuseppe Amati
- Dipartimento di Genetica e Microbiologia, Via Abbiategrasso 207, 27100 Pavia, Italy.
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33
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Pappas CT, Sram J, Moskvin OV, Ivanov PS, Mackenzie RC, Choudhary M, Land ML, Larimer FW, Kaplan S, Gomelsky M. Construction and validation of the Rhodobacter sphaeroides 2.4.1 DNA microarray: transcriptome flexibility at diverse growth modes. J Bacteriol 2004; 186:4748-58. [PMID: 15231807 PMCID: PMC438620 DOI: 10.1128/jb.186.14.4748-4758.2004] [Citation(s) in RCA: 72] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
A high-density oligonucleotide DNA microarray, a genechip, representing the 4.6-Mb genome of the facultative phototrophic proteobacterium, Rhodobacter sphaeroides 2.4.1, was custom-designed and manufactured by Affymetrix, Santa Clara, Calif. The genechip contains probe sets for 4,292 open reading frames (ORFs), 47 rRNA and tRNA genes, and 394 intergenic regions. The probe set sequences were derived from the genome annotation generated by Oak Ridge National Laboratory after extensive revision, which was based primarily upon codon usage characteristic of this GC-rich bacterium. As a result of the revision, numerous missing ORFs were uncovered, nonexistent ORFs were deleted, and misidentified start codons were corrected. To evaluate R. sphaeroides transcriptome flexibility, expression profiles for three diverse growth modes--aerobic respiration, anaerobic respiration in the dark, and anaerobic photosynthesis--were generated. Expression levels of one-fifth to one-third of the R. sphaeroides ORFs were significantly different in cells under any two growth modes. Pathways involved in energy generation and redox balance maintenance under three growth modes were reconstructed. Expression patterns of genes involved in these pathways mirrored known functional changes, suggesting that massive changes in gene expression are the major means used by R. sphaeroides in adaptation to diverse conditions. Differential expression was observed for genes encoding putative new participants in these pathways (additional photosystem genes, duplicate NADH dehydrogenase, ATP synthases), whose functionality has yet to be investigated. The DNA microarray data correlated well with data derived from quantitative reverse transcription-PCR, as well as with data from the literature, thus validating the R. sphaeroides genechip as a powerful and reliable tool for studying unprecedented metabolic versatility of this bacterium.
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Affiliation(s)
- Christopher T Pappas
- Department of Molecular Biology, University of Wyoming, 1000 E. University Ave., Dept. 3944, Laramie, WY 82071, USA
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Gosset G, Zhang Z, Nayyar S, Cuevas WA, Saier MH. Transcriptome analysis of Crp-dependent catabolite control of gene expression in Escherichia coli. J Bacteriol 2004; 186:3516-24. [PMID: 15150239 PMCID: PMC415760 DOI: 10.1128/jb.186.11.3516-3524.2004] [Citation(s) in RCA: 181] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
We report here the transcriptome analyses of highly expressed genes that are subject to catabolite repression or activation mediated by the cyclic AMP receptor protein (Crp). The results reveal that many operons encoding enzymes of central carbon metabolic pathways (e.g., Krebs cycle enzymes), as well as transporters and enzymes that initiate carbon metabolism, are subject to direct Crp-mediated catabolite repression. By contrast, few enzyme-encoding genes (direct regulation) but many ribosomal protein- and tRNA-encoding genes (indirect regulation) are subject to Crp-dependent glucose activation. Additionally, Crp mediates strong indirect catabolite repression of many cytoplasmic stress response proteins, including the major chaperone proteins, five ATP-dependent protease complexes, and several cold and heat shock proteins. These results were confirmed by (i) phenotypic analyses, (ii) real-time PCR studies, (iii) reporter gene fusion assays, and (iv) previously published reports about representative genes. The results serve to define and extend our appreciation of the Crp regulon.
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Affiliation(s)
- Guillermo Gosset
- Division of Biological Sciences, University of California at San Diego, La Jolla, California 92093-0116, USA
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35
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Ogura M, Matsuzawa A, Yoshikawa H, Tanaka T. Bacillus subtilis SalA (YbaL) negatively regulates expression of scoC, which encodes the repressor for the alkaline exoprotease gene, aprE. J Bacteriol 2004; 186:3056-64. [PMID: 15126467 PMCID: PMC400612 DOI: 10.1128/jb.186.10.3056-3064.2004] [Citation(s) in RCA: 35] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
During the course of screening for exoprotease-deficient mutants among Bacillus subtilis gene disruptants, a strain showing such a phenotype was identified. The locus responsible for this phenotype was the previously unknown gene ybaL, which we renamed salA. The predicted gene product encoded by salA belongs to the Mrp family, which is widely conserved among archaea, prokaryotes, and eukaryotes. Disruption of salA resulted in a decrease in the expression of a lacZ fusion of the aprE gene encoding the major extracellular alkaline protease. The decrease was recovered by the cloned salA gene on a plasmid, demonstrating that the gene is involved in aprE expression. Determination of the cis-acting region of SalA on the upstream region of aprE, together with epistatic analyses with scoC, abrB, and spo0A mutations that also affect aprE expression, suggested that salA deficiency affects aprE-lacZ expression through the negative regulator ScoC. Northern and reverse transcription-PCR analyses revealed enhanced levels of scoC transcripts in the salA mutant cells in the transition and early stationary phases. Concomitant with these observations, larger amounts of the ScoC protein were detected in the mutant cells by Western analysis. From these results we conclude that SalA negatively regulates scoC expression. It was also found that the expression of a salA-lacZ fusion was increased by salA deficiency, suggesting that salA is autoregulated.
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Affiliation(s)
- Mitsuo Ogura
- Department of Marine Science, School of Marine Science and Technology, Tokai University, Shizuoka 424-8610, Japan
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36
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Tjalsma H, Koetje EJ, Kiewiet R, Kuipers OP, Kolkman M, van der Laan J, Daskin R, Ferrari E, Bron S. Engineering of quorum-sensing systems for improved production of alkaline protease by Bacillus subtilis. J Appl Microbiol 2004; 96:569-78. [PMID: 14962137 DOI: 10.1111/j.1365-2672.2004.02179.x] [Citation(s) in RCA: 19] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
AIM Engineering of Rap-Phr quorum-sensing systems of Bacillus subtilis and subsequent evaluation of the transcription of the aprE gene, encoding a major extracellular alkaline protease. METHODS AND RESULTS Addition of synthetic Phr pentapeptides to the growth medium, or overproduction of pre-Phr peptides, slightly improved the transcription of the aprE gene in B. subtilis. Disruption of certain rap genes similarly improved the transcription of the aprE gene. The production of extracellular proteolytic enzymes was increased when the rapA mutation was combined with a degU32 (Hy) mutation for hyper-secretion. CONCLUSIONS Certain Rap-Phr systems of B. subtilis seem to suppress extracellular AprE production. Although this may be an important feature under natural conditions, repression of AprE production by these systems is not desirable under fermentation conditions. SIGNIFICANCE AND IMPACT OF THE STUDY Although the levels of aprE transcriptional increase in this study are moderate, engineering of Rap-Phr systems may be used to improve the yield of Bacillus strains that are used for the production of the extracellular protease AprE, or Bacillus strains that use of the aprE promoter for the production of a heterologous protein.
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Affiliation(s)
- H Tjalsma
- Department of Genetics, Groningen Biomolecular Sciences and Biotechnology Institute, Kerklaan, NN Haren, the Netherlands
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37
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Shafikhani SH, Núñez E, Leighton T. Hpr (ScoC) and the phosphorelay couple cell cycle and sporulation inBacillus subtilis. FEMS Microbiol Lett 2004; 231:99-110. [PMID: 14769473 DOI: 10.1016/s0378-1097(03)00936-4] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2003] [Revised: 12/01/2003] [Accepted: 12/07/2003] [Indexed: 11/25/2022] Open
Abstract
Bacillus subtilis sporulation is a developmental process that culminates in the formation of a highly resistant and persistent endospore. Inhibiting DNA synthesis prior to the completion of the final round of DNA replication blocks sporulation at an early stage. Conditions that prevent compartmentalization of gene expression, i.e. inhibition of asymmetric septum formation or chromosome partitioning, also block sporulation at an early stage. Multiple mechanisms including a RecA-dependent, a RecA-independent, and the soj-spo0J operon have been implicated in signal transduction, connecting DNA replication and chromosome partitioning to the onset of sporulation in B. subtilis. We suggest that a single mechanism involving Hpr (ScoC) and Sda couple cell cycle signaling to sporulation initiation. We show that transcription of phosphorelay sensory chain genes is adversely affected by post-exponential perturbation of the cell cycle. DNA replication arrest by chemical treatments, such as hydroxyphenylazouracil, hydroxyurea, nalidixic acid, and through genetic means using dnaA1ts and dnaB19ts temperature-sensitive mutants caused substantial down-regulation of spo0F and kinA expression and elevated the expression of spo0A and spo0H (sigH). Despite the elevation in spo0A expression, Spo0A approximately P-dependent sinI expression was substantially down-regulated indicating that in vivo Spo0A approximately P levels may be diminished. Similar alterations in gene expression patterns were observed in an ftsA279ts mutant background, indicating that cytokinesis and sporulation may also be coupled by a similar mechanism. Loss of function mutation in hpr (scoC) restored sporulation in a dnaA1ts mutant, blocked the DNA replication arrest induction of spo0A expression and restored expression of spo0F, kinA and sinI. Moreover, hpr expression was up-regulated in response to DNA replication arrest. The increase in hpr expression required Sda. These results suggest a role for Hpr (ScoC) in mediating the coupling of cell cycle events to the onset of sporulation.
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Affiliation(s)
- Sasha H Shafikhani
- Department of Molecular and Cellular Biology, Division of Biochemistry and Molecular Biology, 401 Barker Hall, University of California, Berkeley, CA 94720, USA
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38
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Garavaglia S, Galizzi A, Rizzi M. Allosteric regulation of Bacillus subtilis NAD kinase by quinolinic acid. J Bacteriol 2003; 185:4844-50. [PMID: 12897004 PMCID: PMC166466 DOI: 10.1128/jb.185.16.4844-4850.2003] [Citation(s) in RCA: 38] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
NADP is essential for biosynthetic pathways, energy, and signal transduction. In living organisms, NADP biosynthesis proceeds through the phosphorylation of NAD with a reaction catalyzed by NAD kinase. We expressed, purified, and characterized Bacillus subtilis NAD kinase. This enzyme represents a new member of the inorganic polyphosphate [poly(P)]/ATP NAD kinase subfamily, as it can use poly(P), ATP, or other nucleoside triphosphates as phosphoryl donors. NAD kinase showed marked positive cooperativity for the substrates ATP and poly(P) and was inhibited by its product, NADP, suggesting that the enzyme plays a major regulatory role in NADP biosynthesis. We discovered that quinolinic acid, a central metabolite in NAD(P) biosynthesis, behaved like a strong allosteric activator for the enzyme. Therefore, we propose that NAD kinase is a key enzyme for both NADP metabolism and quinolinic acid metabolism.
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Affiliation(s)
- Silvia Garavaglia
- DISCAFF-INFM, University of Piemonte Orientale Amedeo Avogadro, 28100 Novara, Italy
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39
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Zhao Y, Hindorff LA, Chuang A, Monroe-Augustus M, Lyristis M, Harrison ML, Rudolph FB, Bennett GN. Expression of a cloned cyclopropane fatty acid synthase gene reduces solvent formation in Clostridium acetobutylicum ATCC 824. Appl Environ Microbiol 2003; 69:2831-41. [PMID: 12732555 PMCID: PMC154560 DOI: 10.1128/aem.69.5.2831-2841.2003] [Citation(s) in RCA: 78] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
The cyclopropane fatty acid synthase gene (cfa) of Clostridium acetobutylicum ATCC 824 was cloned and overexpressed under the control of the clostridial ptb promoter. The function of the cfa gene was confirmed by complementation of an Escherichia coli cfa-deficient strain in terms of fatty acid composition and growth rate under solvent stress. Constructs expressing cfa were introduced into C. acetobutylicum hosts and cultured in rich glucose broth in static flasks without pH control. Overexpression of the cfa gene in the wild type and in a butyrate kinase-deficient strain increased the cyclopropane fatty acid content of early-log-phase cells as well as initial acid and butanol resistance. However, solvent production in the cfa-overexpressing strain was considerably decreased, while acetate and butyrate levels remained high. The findings suggest that overexpression of cfa results in changes in membrane properties that dampen the full induction of solventogenesis. The overexpression of a marR homologous gene preceding the cfa gene in the clostridial genome resulted in reduced cyclopropane fatty acid accumulation.
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Affiliation(s)
- Yinsuo Zhao
- Department of Biochemistry and Cell Biology, Rice University, Houston, TX 77005, USA
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40
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Bourgogne A, Drysdale M, Hilsenbeck SG, Peterson SN, Koehler TM. Global effects of virulence gene regulators in a Bacillus anthracis strain with both virulence plasmids. Infect Immun 2003; 71:2736-43. [PMID: 12704148 PMCID: PMC153248 DOI: 10.1128/iai.71.5.2736-2743.2003] [Citation(s) in RCA: 115] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Control of anthrax toxin and capsule synthesis, the two major virulence factors of Bacillus anthracis, has been associated with two regulatory genes, atxA and acpA, located on virulence plasmids pXO1 and pXO2, respectively. We used transcriptional profiling to determine whether atxA and/or acpA control genes other than those already described and to investigate functional similarities of the regulators. Transcription was assessed in a pXO1(+) pXO2(+) parent strain and in isogenic mutants in which one or both regulatory genes were deleted. We determined that in addition to the toxin and capsule genes, atxA controls expression of numerous other genes on both plasmids and the chromosome. Generally, plasmid-encoded genes were more highly regulated than chromosomal genes, and both positive and negative effects were observed. Certain atxA-regulated genes were affected synergistically in an atxA acpA mutant. Yet overall, acpA appears to be a minor regulator with fewer targets than atxA. In contrast to previous reports of acpA function in attenuated strains, acpA had a minimal influence on capsule gene transcription and capsule synthesis in a genetically complete strain. Surprisingly, acpA expression was positively affected by atxA, although atxA-activated capsule gene transcription is not acpA dependent. The newly discovered atxA-regulated targets include genes predicted to encode secreted proteins and proteins with roles in transcriptional regulation and signaling. Regulation of chromosomal genes by atxA is particularly intriguing, given that many of the target genes have homologues in other Bacillus species that lack atxA homologues. Given the global effect of atxA on gene expression in B. anthracis, previous assumptions regarding reduced virulence of strains harboring single plasmids must be reassessed and the potential roles of newly identified atxA-regulated genes should be investigated.
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Affiliation(s)
- Agathe Bourgogne
- Department of Microbiology and Molecular Genetics, The University of Texas-Houston Health Science Center, 77030, USA
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41
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Asai K, Yamaguchi H, Kang CM, Yoshida KI, Fujita Y, Sadaie Y. DNA microarray analysis of Bacillus subtilis sigma factors of extracytoplasmic function family. FEMS Microbiol Lett 2003; 220:155-60. [PMID: 12644242 DOI: 10.1016/s0378-1097(03)00093-4] [Citation(s) in RCA: 54] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
Target gene candidates of the seven extracytoplasmic function (ECF) sigma factors of Bacillus subtilis have been surveyed using DNA microarray analysis of mRNA extracted from cells grown in Luria-Bertani broth, in which an ECF sigma factor gene was placed under the control of the spac promoter on multicopy plasmid pDG148 and overexpressed. The number of target candidates for each of the sigma factors varied greatly, and a total of 278 genes were selected. Interestingly, the above target gene candidates shared only one gene out of 94 target genes of the general stress sigma B that have been reported in the literature thus far. Furthermore, lacZ-fusion experiments based on the results of DNA microarray analysis indicated that each ECF sigma factor directs transcription of its own operon, with the exception of sigZ. The DNA microarray data collected in this study are available at the KEGG Expression Database web site (http://www.genome.ad.jp/kegg/expression/).
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Affiliation(s)
- Kei Asai
- Department of Biochemistry and Molecular Biology, Faculty of Science, Saitama University, Saitama, 338-8570 Saitama, Japan
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42
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Molle V, Nakaura Y, Shivers RP, Yamaguchi H, Losick R, Fujita Y, Sonenshein AL. Additional targets of the Bacillus subtilis global regulator CodY identified by chromatin immunoprecipitation and genome-wide transcript analysis. J Bacteriol 2003; 185:1911-22. [PMID: 12618455 PMCID: PMC150151 DOI: 10.1128/jb.185.6.1911-1922.2003] [Citation(s) in RCA: 230] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
Abstract
Additional targets of CodY, a GTP-activated repressor of early stationary-phase genes in Bacillus subtilis, were identified by combining chromatin immunoprecipitation, DNA microarray hybridization, and gel mobility shift assays. The direct targets of CodY newly identified by this approach included regulatory genes for sporulation, genes that are likely to encode transporters for amino acids and sugars, and the genes for biosynthesis of branched-chain amino acids.
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Affiliation(s)
- Virginie Molle
- Department of Cellular and Molecular Biology, Harvard University, Cambridge, Massachusetts 02138, USA
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43
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Conway T, Schoolnik GK. Microarray expression profiling: capturing a genome-wide portrait of the transcriptome. Mol Microbiol 2003; 47:879-89. [PMID: 12581346 DOI: 10.1046/j.1365-2958.2003.03338.x] [Citation(s) in RCA: 120] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
The bacterial transcriptome is a dynamic entity that reflects the organism's immediate, ongoing and genome-wide response to its environment. Microarray expression profiling provides a comprehensive portrait of the transcriptional world enabling us to view the organism as a 'system' that is more than the sum of its parts. The vigilance of microorganisms to environmental change, the alacrity of the transcriptional response, the short half-life of bacterial mRNA and the genome-scale nature of the investigation collectively explain the power of this method. These same features pose the most significant experimental design and execution issues which, unless surmounted, predictably generate a distorted image of the transcriptome. Conversely, the expression profile of a properly conceived and conducted microarray experiment can be used for hypothesis testing: disclosure of the metabolic and biosynthetic pathways that underlie adaptation of the organism to chang-ing conditions of growth; the identification of co-ordinately regulated genes; the regulatory circuits and signal transduction systems that mediate the adaptive response; and temporal features of developmental programmes. The study of bacterial pathogenesis by microarray expression profiling poses special challenges and opportunities. Although the technical hurdles are many, obtaining expression profiles of an organism growing in tissue will probably reveal strategies for growth and survival in the host's microenvironment. Identifying these colonization strategies and their cognate expression patterns involves a 'deconstruction' process that combines bioinformatics analysis and in vitro DNA array experimentation.
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Affiliation(s)
- Tyrrell Conway
- Advanced Center for Genome Technology, The University of Oklahoma, Norman, OK 73019-0245, USA.
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44
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Freiberg C, Brunner NA. Genome-wide mRNA profiling: impact on compound evaluation and target identification in anti-bacterial research. ACTA ACUST UNITED AC 2002. [DOI: 10.1016/s1477-3627(02)02169-4] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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45
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Current Awareness on Comparative and Functional Genomics. Comp Funct Genomics 2002. [PMCID: PMC2447281 DOI: 10.1002/cfg.118] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022] Open
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46
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Perego M, Hoch JA. Functional Genomics of Gram-Positive Microorganisms: review of the meeting, San Diego, California, 24 to 28 June 2001. J Bacteriol 2001; 183:6973-8. [PMID: 11717253 PMCID: PMC95543 DOI: 10.1128/jb.183.24.6973-6978.2001] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Affiliation(s)
- M Perego
- Division of Cellular Biology, Department of Molecular and Experimental Medicine, The Scripps Research Institute, La Jolla, California 92037, USA
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