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Bareia T, Pollak S, Guler P, Puyesky S, Eldar A. Major distinctions between the two oligopeptide permease systems of Bacillus subtilis with respect to signaling, development and evolutionary divergence. MICROBIOLOGY (READING, ENGLAND) 2023; 169:001382. [PMID: 37755230 PMCID: PMC10569065 DOI: 10.1099/mic.0.001382] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/27/2023] [Accepted: 08/02/2023] [Indexed: 09/28/2023]
Abstract
Oligopeptide-permeases (Opps) are used by bacteria to import short peptides. In addition to their metabolic benefit, imported short peptides are used in many Gram-positive bacteria as signalling molecules of the RRNPP super-family of quorum-sensing systems, making Opps an integral part of cell–cell communication. In some Gram-positive bacteria there exist multiple Opps and the relative importance of those to RRNPP quorum sensing are not fully clear. Specifically, in Bacillus subtilis , the Gram-positive model species, there exist two homologous oligopeptide permeases named Opp and App. Previous work showed that the App system is mutated in lab strain 168 and its recovery partially complements an Opp mutation for several developmental processes. Yet, the nature of the impact of App on signalling and development in wild-type strains, where both permeases are active was not studied. Here we re-examine the impact of the two permease systems. We find that App has a minor contribution to biofilm formation, surfactin production and phage infection compared to the effect of Opp. This reduced effect is also reflected in its lower ability to import the signals of four different Rap-Phr RRNPP systems. Further analysis of the App system revealed that, unlike Opp, some App genes have undergone horizontal transfer, resulting in two distinct divergent alleles of this system in B. subtilis strains. We found that both alleles were substantially better adapted than the Opp system to import an exogenous RRNPP signal of the Bacillus cereus group PlcR-PapR system. In summary, we find that the App system has only a minor role in signalling but may still be crucial for the import of other peptides.
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Affiliation(s)
- Tasneem Bareia
- Shmunis School of Biomedicine and Cancer Research, Faculty of Life Sciences, Tel-Aviv University, Tel-Aviv, 69978, Israel
- Present address: Department of Plant & Environmental Sciences, Faculty of Biochemistry, Weizmann Institute of Science, Rehovot, Israel
| | - Shaul Pollak
- Shmunis School of Biomedicine and Cancer Research, Faculty of Life Sciences, Tel-Aviv University, Tel-Aviv, 69978, Israel
- Present address: Division of Microbial Ecology, Centre for Microbiology and Environmental Science, University of Vienna, Djerassiplatz 1, 1030 Vienna, Austria
| | - Polina Guler
- Shmunis School of Biomedicine and Cancer Research, Faculty of Life Sciences, Tel-Aviv University, Tel-Aviv, 69978, Israel
| | - Shani Puyesky
- Shmunis School of Biomedicine and Cancer Research, Faculty of Life Sciences, Tel-Aviv University, Tel-Aviv, 69978, Israel
| | - Avigdor Eldar
- Shmunis School of Biomedicine and Cancer Research, Faculty of Life Sciences, Tel-Aviv University, Tel-Aviv, 69978, Israel
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Zhao D, Li H, Cui Y, Tang S, Wang C, Du B, Ding Y. MsmR1, a global transcription factor, regulates polymyxin synthesis and carbohydrate metabolism in Paenibacillus polymyxa SC2. Front Microbiol 2022; 13:1039806. [PMID: 36483206 PMCID: PMC9722767 DOI: 10.3389/fmicb.2022.1039806] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2022] [Accepted: 10/26/2022] [Indexed: 10/19/2023] Open
Abstract
The multiple-sugar metabolism regulator (MsmR), a transcription factor belonging to the AraC/XylS family, participates in polysaccharide metabolism and virulence. However, the transcriptional regulatory mechanisms of MsmR1 in Paenibacillus polymyxa remain unclear. In this study, knocking out msmR1 was found to reduce polymyxin synthesis by the SC2-M1 strain. Chromatin immunoprecipitation assay with sequencing (ChIP-seq) revealed that most enriched pathway was that of carbohydrate metabolism. Additionally, electromobility shift assays (EMSA) confirmed the direct interaction between MsmR1 and the promoter regions of oppC3, sucA, sdr3, pepF, yycN, PPSC2_23180, pppL, and ydfp. MsmR1 stimulates polymyxin biosynthesis by directly binding to the promoter regions of oppC3 and sdr3, while also directly regulating sucA and influencing the citrate cycle (TCA cycle). In addition, MsmR1 directly activates pepF and was beneficial for spore and biofilm formation. These results indicated that MsmR1 could regulate carbohydrate and amino acid metabolism, and indirectly affect biological processes such as polymyxin synthesis, biofilm formation, and motility. Moreover, MsmR1 could be autoregulated. Hence, this study expand the current knowledge of MsmR1 and will be beneficial for the application of P. polymyxa SC2 in the biological control against the certain pathogens in pepper.
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Affiliation(s)
| | | | | | | | | | - Binghai Du
- College of Life Sciences and Shandong Engineering Research Center of Plant-Microbia Restoration for Saline-alkali Land and Shandong Key Laboratory of Agricultural Microbiology and National Engineering Laboratory for Efficient Utilization of Soil and Fertilizer Resources, Shandong Agricultural University, Tai’an, China
| | - Yanqin Ding
- College of Life Sciences and Shandong Engineering Research Center of Plant-Microbia Restoration for Saline-alkali Land and Shandong Key Laboratory of Agricultural Microbiology and National Engineering Laboratory for Efficient Utilization of Soil and Fertilizer Resources, Shandong Agricultural University, Tai’an, China
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3
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Bavaharan A, Skilbeck C. Electrical signalling in prokaryotes and its convergence with quorum sensing in Bacillus. Bioessays 2022; 44:e2100193. [PMID: 35195292 DOI: 10.1002/bies.202100193] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2021] [Revised: 02/08/2022] [Accepted: 02/09/2022] [Indexed: 12/15/2022]
Abstract
The importance of electrical signalling in bacteria is an emerging paradigm. Bacillus subtilis biofilms exhibit electrical communication that regulates metabolic activity and biofilm growth. Starving cells initiate oscillatory extracellular potassium signals that help even the distribution of nutrients within the biofilm and thus help regulate biofilm development. Quorum sensing also regulates biofilm growth and crucially there is convergence between electrical and quorum sensing signalling axes. This makes B. subtilis an interesting model for cell signalling research. SpoOF is predicted to act as a logic gate for signalling pathway convergence, raising interesting questions about the functional nature of this gate and the relative importance of these disparate signals on biofilm behaviour. How is an oscillating signal integrated with a quorum signal? The model presented offers rich opportunities for future experimental and theoretical modelling research. The importance of direct cell-to-cell electrical signalling in prokaryotes, so characteristic of multicellular eukaryotes, is also discussed.
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Masulis IS, Sukharycheva NA, Kiselev SS, Andreeva ZS, Ozoline ON. Between computational predictions and high-throughput transcriptional profiling: in depth expression analysis of the OppB trans-membrane subunit of Escherichia coli OppABCDF oligopeptide transporter. Res Microbiol 2020; 171:55-63. [PMID: 31704256 DOI: 10.1016/j.resmic.2019.10.005] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2019] [Revised: 10/16/2019] [Accepted: 10/21/2019] [Indexed: 02/07/2023]
Abstract
Bacterial oligopeptide transporters encoded by arrays of opp genes are implicated in a wide variety of physiological functions including nutrient acquisition, cell-to-cell communication, host-pathogen interaction. Combining the five opp genes in one oppABCDF operon of Escherichia coli assumes unified principle of their transcriptional regulation, which should provide a comparable amounts of translated products. This, however, contradicts the experimentally detected disproportion in the abundance of periplasmic OppA and the trans-membrane subunits OppB and OppC. As a first step towards understanding differential regulation of intraoperonic genes we examined genomic region proximal to oppB for its competence to initiate RNA synthesis using in silico promoter predictions, data of high-throughput RNA sequencing and targeted transcription assay. A number of transcription start sites (TSSs), whose potency depends on the presence of cationic oligopeptide protamine in cultivation medium, was found at the end of oppA and in the early coding part of oppB. We also show that full-size OppB conjugated with EGFP is produced under the control of its own genomic regulatory region and may be detected in analytical quantities of bacterial cell culture.
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Affiliation(s)
- Irina S Masulis
- Department of Functional Genomics and Cellular Stress, Institute of Cell Biophysics Russian Academy of Sciences, Pushchino, Moscow Region, 142290, Russian Federation.
| | - Natalia A Sukharycheva
- Department of Functional Genomics and Cellular Stress, Institute of Cell Biophysics Russian Academy of Sciences, Pushchino, Moscow Region, 142290, Russian Federation
| | - Sergey S Kiselev
- Department of Functional Genomics and Cellular Stress, Institute of Cell Biophysics Russian Academy of Sciences, Pushchino, Moscow Region, 142290, Russian Federation
| | - Zaira Sh Andreeva
- Department of Functional Genomics and Cellular Stress, Institute of Cell Biophysics Russian Academy of Sciences, Pushchino, Moscow Region, 142290, Russian Federation
| | - Olga N Ozoline
- Department of Functional Genomics and Cellular Stress, Institute of Cell Biophysics Russian Academy of Sciences, Pushchino, Moscow Region, 142290, Russian Federation
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Cheng AV, Wuest WM. Signed, Sealed, Delivered: Conjugate and Prodrug Strategies as Targeted Delivery Vectors for Antibiotics. ACS Infect Dis 2019; 5:816-828. [PMID: 30969100 PMCID: PMC6570538 DOI: 10.1021/acsinfecdis.9b00019] [Citation(s) in RCA: 28] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
Innate and developed resistance mechanisms of bacteria to antibiotics are obstacles in the design of novel drugs. However, antibacterial prodrugs and conjugates have shown promise in circumventing resistance and tolerance mechanisms via directed delivery of antibiotics to the site of infection or to specific species or strains of bacteria. The selective targeting and increased permeability and accumulation of these prodrugs not only improves efficacy over unmodified drugs but also reduces off-target effects, toxicity, and development of resistance. Herein, we discuss some of these methods, including sideromycins, antibody-directed prodrugs, cell penetrating peptide conjugates, and codrugs.
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Affiliation(s)
- Ana V. Cheng
- Department of Chemistry, Emory University, 1515 Dickey Drive, Atlanta, Georgia 30322, United States
| | - William M. Wuest
- Department of Chemistry, Emory University, 1515 Dickey Drive, Atlanta, Georgia 30322, United States
- Emory Antibiotic Resistance Center, Emory School of Medicine, 201 Dowman Drive, Atlanta, Georgia 30322, United States
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6
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Soni A, Oey I, Silcock P, Permina E, Bremer PJ. Effect of cold storage and different ions on the thermal resistance of B. cereus NZAS01 spores- analysis of differential gene expression and ion exchange. Food Res Int 2019; 116:578-585. [PMID: 30716983 DOI: 10.1016/j.foodres.2018.08.076] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2018] [Revised: 08/16/2018] [Accepted: 08/25/2018] [Indexed: 10/28/2022]
Abstract
Bacillus cereus spores in food are able to survive pasteurization, and if conditions are favourable, subsequently germinate, grow and produce toxins causing food poisoning. The objectives of this study were to firstly determine the impact of cold storage and ion uptake on the thermal resistance of B. cereus spores and secondly to use differential gene expression to help elucidate possible molecular mechanisms for the changes detected in their thermal resistance. B. cereus spores were held at 4 °C in either 0.05 or 0.5 M solutions of cations (Na+, Ca2+ Mg2+,K+, Zn2+) for 6 days and their D88-values were estimated. In the presence of sodium chloride (0.05 and 0.5 M), sodium phosphate buffer, (pH 7, 0.05 and 0.5 M) or zinc acetate (0.05 M), D88 values decreased by 8.8, 10.9, 11.2, 12.9, and 10.2 min respectively, with no evidence of germination (plating methods). Exposure of spores to Na+ in sodium phosphate buffer (pH 7, 0.05 and 0.5 M) or sodium chloride (0.05 and 0.5 M) resulted in the accumulation of Na+ (66.0 ± 2.9, 193.1 ± 4.6, 136.2 ± 9.9 and 70.5 ± 2.7 μg/g) by spores at the significant expense of K+ (10.8 ± 0.5, 7.5 ± 0.2, 8.1 ± 0.4 and 3.6 ± 0.4 μg/g respectively). The mechanism behind the loss of resistance in sodium phosphate buffer (0.05 M) was further investigated by monitoring the differential gene expression using mRNA sequencing. Genes encoding for uracil permease (BC_3890), Mg2+ P-type ATPase-like protein (BC_1581), ABC transporter ATP-binding protein (BC_0815), and 2-keto-3-deoxygluconate permease (BC_4841) were significantly (FDR value ≤0.05) upregulated. This upregulation indicated a possible increase in permeability, which is suggested to account for the increased uptake of sodium ions and the reduction measured in the spore's thermal resistance. This data suggests that during storage at 4 °C in the presence of sodium ions, spores should not be considered to be completely dormant.
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Affiliation(s)
- Aswathi Soni
- Department of Food Science, University of Otago, PO Box 56, Dunedin 9054, New Zealand
| | - Indrawati Oey
- Department of Food Science, University of Otago, PO Box 56, Dunedin 9054, New Zealand; Riddet Institute, Palmerston North, New Zealand
| | - Patrick Silcock
- Department of Food Science, University of Otago, PO Box 56, Dunedin 9054, New Zealand
| | - Elizabeth Permina
- Otago Genomics & Bioinformatics Facility, University of Otago, PO Box 56, Dunedin 9054, New Zealand
| | - Phil J Bremer
- Department of Food Science, University of Otago, PO Box 56, Dunedin 9054, New Zealand; New Zealand Food Safety Science Research Centre, New Zealand.
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Sharma AK, Leppla SH, Pomerantsev AP, Shiloach J. Effect of over expressing protective antigen on global gene transcription in Bacillus anthracis BH500. Sci Rep 2018; 8:16108. [PMID: 30382110 PMCID: PMC6208434 DOI: 10.1038/s41598-018-34196-y] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2018] [Accepted: 10/08/2018] [Indexed: 01/22/2023] Open
Abstract
Protective antigen (PA) of Bacillus anthracis is being considered as a vaccine candidate against anthrax and its production has been explored in several heterologous host systems. Since the systems tested introduced adverse issues such as inclusion body formation and endotoxin contamination, the production from B. anthracis is considered as a preferred method. The present study examines the effect of PA expression on the metabolism of B. anthracis producing strain, BH500, by comparing it with a control strain carrying an empty plasmid. The strains were grown in a bioreactor and RNA-seq analysis of the producing and non-producing strain was conducted. Among the observed differences, the strain expressing rPA had increased transcription of sigL, the gene encoding RNA polymerase σ54, sigB, the general stress transcription factor gene and its regulators rsbW and rsbV, as well as the global regulatory repressor ctsR. There were also decreased expression of intracellular heat stress related genes such as groL, groES, hslO, dnaJ, and dnaK and increased expression of extracellular chaperons csaA and prsA2. Also, major central metabolism genes belonging to TCA, glycolysis, PPP, and amino acids biosynthesis were up-regulated in the PA-producing strain during the lag phase and down-regulated in the log and late-log phases, which was associated with decreased specific growth rates. The information obtained from this study may guide genetic modification of B. anthracis to improve PA production.
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Affiliation(s)
- Ashish K Sharma
- Biotechnology Core Laboratory, National Institute of Diabetes and Digestives and Kidney Diseases (NIDDK) NIH, Maryland, USA
| | - Stephen H Leppla
- Microbial Pathogenesis Section, National Institute of Allergy and Infectious diseases (NIAID), NIH, Maryland, USA
| | - Andrei P Pomerantsev
- Microbial Pathogenesis Section, National Institute of Allergy and Infectious diseases (NIAID), NIH, Maryland, USA
| | - Joseph Shiloach
- Biotechnology Core Laboratory, National Institute of Diabetes and Digestives and Kidney Diseases (NIDDK) NIH, Maryland, USA.
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8
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Ge Y, Lee JH, Hu B, Zhao Y. Loss-of-Function Mutations in the Dpp and Opp Permeases Render Erwinia amylovora Resistant to Kasugamycin and Blasticidin S. MOLECULAR PLANT-MICROBE INTERACTIONS® 2018; 31:823-832. [PMID: 0 DOI: 10.1094/mpmi-01-18-0007-r] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/09/2023]
Abstract
Extensive use of the antibiotic streptomycin to control fire blight disease of apples and pears, caused by the enterobacterial plant pathogen Erwinia amylovora, leads to the development of streptomycin-resistant strains in the United States and elsewhere. Kasugamycin (Ksg) has been permitted to be used as an alternative or replacement to control this serious bacterial disease. In this study, we investigated the role of two major peptide ATP-binding cassette transporter systems in E. amylovora, the dipeptide permease (Dpp) and oligopeptide permease (Opp), in conferring sensitivity to Ksg and blasticidin S (BcS). Minimum inhibitory concentration and spot dilution assays showed that the dpp deletion mutants exhibited slightly enhanced resistance to Ksg in rich medium, whereas the opp mutant exhibited slightly enhanced resistance to Ksg in minimal medium and BcS in rich medium. Deletion of both dpp and opp conferred a higher level of resistance to Ksg in both rich and minimal media, whereas deletion of opp alone was sufficient to confer high level of resistance to BcS in minimal medium. In addition, bioinformatic analysis combined with reverse transcription-quantitative polymerase chain reaction showed that the Rcs phosphorelay system negatively regulates opp expression and the rcsB mutant was more sensitive to both Ksg and BcS in minimal medium as compared with the wild type. An electrophoresis motility shift assay further confirmed the direct binding of the RcsA/RcsB proteins to the promoter region of the opp operon. However, neither the Dpp nor the Opp permeases contributed to disease progress on immature pears, hypersensitive response on tobacco leaves, or exopolysaccharide amylovoran production. These results suggested that Ksg and BcS employ the Dpp and Opp permeases to enter E. amylovora cells and the Dpp and Opp permeases act synergistically for illicit transport of antibiotics.
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Affiliation(s)
- Yixin Ge
- College of Plant Protection and Key Laboratory of Integrated Management of Crop Diseases and Pests, Nanjing Agricultural University, Nanjing, 210095, P. R. China; and
- Department of Crop Sciences, University of Illinois at Urbana-Champaign, Urbana, IL 61801, U.S.A
| | - Jae Hoon Lee
- Department of Crop Sciences, University of Illinois at Urbana-Champaign, Urbana, IL 61801, U.S.A
| | - Baishi Hu
- College of Plant Protection and Key Laboratory of Integrated Management of Crop Diseases and Pests, Nanjing Agricultural University, Nanjing, 210095, P. R. China; and
| | - Youfu Zhao
- Department of Crop Sciences, University of Illinois at Urbana-Champaign, Urbana, IL 61801, U.S.A
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Eymard-Vernain E, Luche S, Rabilloud T, Lelong C. Impact of nanoparticles on the Bacillus subtilis (3610) competence. Sci Rep 2018; 8:2978. [PMID: 29445231 PMCID: PMC5813000 DOI: 10.1038/s41598-018-21402-0] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2017] [Accepted: 01/29/2018] [Indexed: 12/26/2022] Open
Abstract
Due to the physicochemical properties of nanoparticles, the use of nanomaterials increases every year in industrial and medical processes. At the same time, the increasing number of bacteria becoming resistant to many antibiotics, mostly by a horizontal gene transfer process, is a major public health concern. We herein report, for the first time, the role of nanoparticles in the physiological induction of horizontal gene transfer in bacteria. Besides the most well-known impacts of nanoparticles on bacteria, i.e. death or oxidative stress, two nanoparticles, n-ZnO and n-TiO2, significantly and oppositely impact the transformation efficiency of Bacillus subtilis in biofilm growth conditions, by modification of the physiological processes involved in the induction of competence, the first step of transformation. This effect is the consequence of a physiological adaptation rather than a physical cell injury: two oligopeptide ABC transporters, OppABCDF and AppDFABC, are differentially expressed in response to nanoparticles. Interestingly, a third tested nanoparticle, n-Ag, has no significant effect on competence in our experimental conditions. Overall, these results show that nanoparticles, by altering bacterial physiology and especially competence, may have profound influences in unsuspected areas, such as the dissemination of antibiotic resistance in bacteria.
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Affiliation(s)
- Elise Eymard-Vernain
- Université Grenoble Alpes, CNRS, CEA, BIG, CBM, 17 avenue des Martyrs, 38054, Grenoble cedex 9, France
| | - Sylvie Luche
- Université Grenoble Alpes, CNRS, CEA, BIG, CBM, 17 avenue des Martyrs, 38054, Grenoble cedex 9, France
| | - Thierry Rabilloud
- Université Grenoble Alpes, CNRS, CEA, BIG, CBM, 17 avenue des Martyrs, 38054, Grenoble cedex 9, France
| | - Cécile Lelong
- Université Grenoble Alpes, CNRS, CEA, BIG, CBM, 17 avenue des Martyrs, 38054, Grenoble cedex 9, France.
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Ibáñez de Aldecoa AL, Zafra O, González-Pastor JE. Mechanisms and Regulation of Extracellular DNA Release and Its Biological Roles in Microbial Communities. Front Microbiol 2017; 8:1390. [PMID: 28798731 PMCID: PMC5527159 DOI: 10.3389/fmicb.2017.01390] [Citation(s) in RCA: 169] [Impact Index Per Article: 24.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2017] [Accepted: 07/10/2017] [Indexed: 12/14/2022] Open
Abstract
The capacity to release genetic material into the extracellular medium has been reported in cultures of numerous species of bacteria, archaea, and fungi, and also in the context of multicellular microbial communities such as biofilms. Moreover, extracellular DNA (eDNA) of microbial origin is widespread in natural aquatic and terrestrial environments. Different specific mechanisms are involved in eDNA release, such as autolysis and active secretion, as well as through its association with membrane vesicles. It is noteworthy that in microorganisms, in which DNA release has been studied in detail, the production of eDNA is coordinated by the population when it reaches a certain cell density, and is induced in a subpopulation in response to the accumulation of quorum sensing signals. Interestingly, in several bacteria there is also a relationship between eDNA release and the development of natural competence (the ability to take up DNA from the environment), which is also controlled by quorum sensing. Then, what is the biological function of eDNA? A common biological role has not been proposed, since different functions have been reported depending on the microorganism. However, it seems to be important in biofilm formation, can be used as a nutrient source, and could be involved in DNA damage repair and gene transfer. This review covers several aspects of eDNA research: (i) its occurrence and distribution in natural environments, (ii) the mechanisms and regulation of its release in cultured microorganisms, and (iii) its biological roles. In addition, we propose that eDNA release could be considered a social behavior, based on its quorum sensing-dependent regulation and on the described functions of eDNA in the context of microbial communities.
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Affiliation(s)
- Alejandra L Ibáñez de Aldecoa
- Laboratory of Molecular Adaptation, Department of Molecular Evolution, Centro de Astrobiología (Consejo Superior de Investigaciones Científicas/Instituto Nacional de Técnica Aeroespacial)Madrid, Spain
| | - Olga Zafra
- Experimental Sciences Faculty, Francisco de Vitoria UniversityMadrid, Spain
| | - José E González-Pastor
- Laboratory of Molecular Adaptation, Department of Molecular Evolution, Centro de Astrobiología (Consejo Superior de Investigaciones Científicas/Instituto Nacional de Técnica Aeroespacial)Madrid, Spain
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11
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Maio A, Brandi L, Donadio S, Gualerzi CO. The Oligopeptide Permease Opp Mediates Illicit Transport of the Bacterial P-site Decoding Inhibitor GE81112. Antibiotics (Basel) 2016; 5:antibiotics5020017. [PMID: 27231947 PMCID: PMC4929432 DOI: 10.3390/antibiotics5020017] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2016] [Revised: 05/10/2016] [Accepted: 05/12/2016] [Indexed: 11/16/2022] Open
Abstract
GE81112 is a tetrapeptide antibiotic that binds to the 30S ribosomal subunit and specifically inhibits P-site decoding of the mRNA initiation codon by the fMet-tRNA anticodon. GE81112 displays excellent microbiological activity against some Gram-positive and Gram-negative bacteria in both minimal and complete, chemically defined, broth, but is essentially inactive in complete complex media. This is due to the presence of peptides that compete with the antibiotic for the oligopeptide permease system (Opp) responsible for its illicit transport into the bacterial cells as demonstrated in the cases of Escherichia coli and Bacillus subtilis. Mutations that inactivate the Opp system and confer GE81112 resistance arise spontaneously with a frequency of ca. 1 × 10(-6), similar to that of the mutants resistant to tri-l-ornithine, a known Opp substrate. On the contrary, cells expressing extrachromosomal copies of the opp genes are extremely sensitive to GE81112 in rich medium and GE81112-resistant mutations affecting the molecular target of the antibiotic were not detected upon examining >10⁸ cells of this type. However, some mutations introduced in the 16S rRNA to confer kasugamycin resistance were found to reduce the sensitivity of the cells to GE81112.
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Affiliation(s)
- Alessandro Maio
- Laboratory of Genetics, University of Camerino, via Gentile III da Varano, Camerino 62032 (MC), Italy.
| | - Letizia Brandi
- Laboratory of Genetics, University of Camerino, via Gentile III da Varano, Camerino 62032 (MC), Italy.
| | | | - Claudio O Gualerzi
- Laboratory of Genetics, University of Camerino, via Gentile III da Varano, Camerino 62032 (MC), Italy.
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12
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Cabrita P, Trigo MJ, Ferreira RB, Brito L. Is the exoproteome important for bacterial pathogenesis? Lessons learned from interstrain exoprotein diversity in Listeria monocytogenes grown at different temperatures. OMICS-A JOURNAL OF INTEGRATIVE BIOLOGY 2014; 18:553-69. [PMID: 25127015 DOI: 10.1089/omi.2013.0151] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
Bacterial exoproteomes vary in composition and quantity among species and within each species, depending on the environmental conditions to which the cells are exposed. This article critically reviews the literature available on exoproteins synthesized by the foodborne pathogenic bacterium Listeria monocytogenes grown at different temperatures. The main challenges posed for exoproteome analyses and the strategies that are being used to overcome these constraints are discussed. Over thirty exoproteins from L. monocytogenes are considered, and the multifunctionality of some of them is discussed. Thus, at the host temperature of 37°C, good examples are provided by Lmo0443, a potential marker for low virulence, and by the virulence factors internalin C (InlC) and listeriolysin O (LLO). Based on the reported LLO-induced mucin exocytosis, a model is proposed for the involvement of extracellular LLO in optimizing the conditions for InlC intervention in the invasion of intestinal epithelial cells. At lower growth temperatures, exoproteins such as flagellin (FlaA) and oligopeptide permease (OppA) may explain the persistence of particular strains in the food industry environment, eventually allowing the development of new tools to eradicate L. monocytogenes, a major concern for public health.
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Affiliation(s)
- Paula Cabrita
- 1 CBAA/DRAT-Departamento dos Recursos Naturais, Ambiente e Território, Instituto Superior de Agronomia, University of Lisbon , Lisbon, Portugal
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13
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Comparative proteomic analysis of experimental evolution of the Bacillus cereus-Ketogulonicigenium vulgare co-culture. PLoS One 2014; 9:e91789. [PMID: 24619085 PMCID: PMC3950281 DOI: 10.1371/journal.pone.0091789] [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: 10/28/2013] [Accepted: 02/14/2014] [Indexed: 11/19/2022] Open
Abstract
The microbial co-culture system composing of Ketogulonicigenium vulgare and Bacillus cereus was widely adopted in industry for the production of 2-keto-gulonic acid (2-KGA), the precursor of vitamin C. We found serial subcultivation of the co-culture could enhance the yield of 2-KGA by 16% in comparison to that of the ancestral co-culture. To elucidate the evolutionary dynamics and interaction mechanisms of the two microbes, we performed iTRAQ-based quantitative proteomic analyses of the pure cultures of K. vulgare, B. cereus and their co-culture during serial subcultivation. Hierarchy cluster analyses of the proteomic data showed that the expression level of a number of crucial proteins associated with sorbose conversion and oligopeptide transport was significantly enhanced by the experimental evolution. In particular, the expression level of sorbose/sorbosone dehydrogenase was enhanced in the evolved K. vulgare, while the expression level of InhA and the transport efficiency of oligopeptides were increased in the evolved B. cereus. The decreased sporulating protein expression and increased peptide transporter expression observed in evolved B. cereus, together with the increased amino acids synthesis in evolved K. vulgare suggested that serial subcultivation result in enhanced synergistic cooperation between K. vulgare and B. cereus, enabling an increased production of 2-KGA.
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Zafra O, Lamprecht-Grandío M, de Figueras CG, González-Pastor JE. Extracellular DNA release by undomesticated Bacillus subtilis is regulated by early competence. PLoS One 2012; 7:e48716. [PMID: 23133654 PMCID: PMC3487849 DOI: 10.1371/journal.pone.0048716] [Citation(s) in RCA: 55] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2012] [Accepted: 09/27/2012] [Indexed: 12/02/2022] Open
Abstract
Extracellular DNA (eDNA) release is a widespread capacity described in many microorganisms. We identified and characterized lysis-independent eDNA production in an undomesticated strain of Bacillus subtilis. DNA fragments are released during a short time in late-exponential phase. The released eDNA corresponds to whole genome DNA, and does not harbour mutations suggesting that is not the result of error prone DNA synthesis. The absence of eDNA was linked to a spread colony morphology, which allowed a visual screening of a transposon library to search for genes involved in its production. Transposon insertions in genes related to quorum sensing and competence (oppA, oppF and comXP) and to DNA metabolism (mfd and topA) were impaired in eDNA release. Mutants in early competence genes such as comA and srfAA were also defective in eDNA while in contrast mutations in late competence genes as those for the DNA uptake machinery had no effect. A subpopulation of cells containing more DNA is present in the eDNA producing strains but absent from the eDNA defective strain. Finally, competent B. subtilis cells can be transformed by eDNA suggesting it could be used in horizontal gene transfer and providing a rationale for the molecular link between eDNA release and early-competence in B. subtilis that we report.
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Affiliation(s)
- Olga Zafra
- Department of Molecular Evolution, Center of Astrobiology (INTA-CSIC), Torrejón de Ardoz, Madrid, Spain
| | - María Lamprecht-Grandío
- Department of Molecular Evolution, Center of Astrobiology (INTA-CSIC), Torrejón de Ardoz, Madrid, Spain
| | | | - José Eduardo González-Pastor
- Department of Molecular Evolution, Center of Astrobiology (INTA-CSIC), Torrejón de Ardoz, Madrid, Spain
- * E-mail:
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Gleinser M, Grimm V, Zhurina D, Yuan J, Riedel CU. Improved adhesive properties of recombinant bifidobacteria expressing the Bifidobacterium bifidum-specific lipoprotein BopA. Microb Cell Fact 2012; 11:80. [PMID: 22694891 PMCID: PMC3408352 DOI: 10.1186/1475-2859-11-80] [Citation(s) in RCA: 45] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2012] [Accepted: 06/13/2012] [Indexed: 01/15/2023] Open
Abstract
Background Bifidobacteria belong to one of the predominant bacterial groups in the intestinal microbiota of infants and adults. Several beneficial effects on the health status of their human hosts have been demonstrated making bifidobacteria interesting candidates for probiotic applications. Adhesion of probiotics to the intestinal epithelium is discussed as a prerequisite for colonisation of and persistence in the gastrointestinal tract. Results In the present study, 15 different strains of bifidobacteria were tested for adhesion. B. bifidum was identified as the species showing highest adhesion to all tested intestinal epithelial cell (IEC) lines. Adhesion of B. bifidum S17 to IECs was strongly reduced after treatment of bacteria with pronase. These results strongly indicate that a proteinaceous cell surface component mediates adhesion of B. bifidum S17 to IECs. In silico analysis of the currently accessible Bifidobacterium genomes identified bopA encoding a lipoprotein as a B. bifidum-specific gene previously shown to function as an adhesin of B. bifidum MIMBb75. The in silico results were confirmed by Southern Blot analysis. Furthermore, Northern Blot analysis demonstrated that bopA is expressed in all B. bifidum strains tested under conditions used to cultivate bacteria for adhesion assays. The BopA gene was successfully expressed in E. coli and purified by Ni-NTA affinity chromatography as a C-terminal His6-fusion. Purified BopA had an inhibitory effect on adhesion of B. bifidum S17 to IECs. Moreover, bopA was successfully expressed in B. bifidum S17 and B. longum/infantis E18. Strains overexpressing bopA showed enhanced adhesion to IECs, clearly demonstrating a role of BopA in adhesion of B. bifidum strains. Conclusions BopA was identified as a B. bifidum-specific protein involved in adhesion to IECs. Bifidobacterium strains expressing bopA show enhanced adhesion. Our results represent the first report on recombinant bifidobacteria with improved adhesive properties.
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Affiliation(s)
- Marita Gleinser
- Institute of Microbiology and Biotechnology, University of Ulm, 89069, Ulm, Germany
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Proteomic analysis of Ketogulonicigenium vulgare under glutathione reveals high demand for thiamin transport and antioxidant protection. PLoS One 2012; 7:e32156. [PMID: 22384164 PMCID: PMC3284542 DOI: 10.1371/journal.pone.0032156] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2011] [Accepted: 01/19/2012] [Indexed: 12/03/2022] Open
Abstract
Ketogulonicigenium vulgare, though grows poorly when mono-cultured, has been widely used in the industrial production of the precursor of vitamin C with the coculture of Bacillus megaterium. Various efforts have been made to clarify the synergic pattern of this artificial microbial community and to improve the growth and production ability of K. vulgare, but there is still no sound explanation. In previous research, we found that the addition of reduced glutathione into K. vulgare monoculture could significantly improve its growth and productivity. By performing SEM and TEM, we observed that after adding GSH into K. vulgare monoculture, cells became about 4–6 folds elongated, and formed intracytoplasmic membranes (ICM). To explore the molecular mechanism and provide insights into the investigation of the synergic pattern of the co-culture system, we conducted a comparative iTRAQ-2-D-LC-MS/MS-based proteomic analysis of K. vulgare grown under reduced glutathione. Principal component analysis of proteomic data showed that after the addition of glutathione, proteins for thiamin/thiamin pyrophosphate (TPP) transport, glutathione transport and the maintenance of membrane integrity, together with several membrane-bound dehydrogenases had significant up-regulation. Besides, several proteins participating in the pentose phosphate pathway and tricarboxylic acid cycle were also up-regulated. Additionally, proteins combating intracellular reactive oxygen species were also up-regulated, which similarly occurred in K. vulgare when the co-cultured B. megaterium cells lysed from our former research results. This study reveals the demand for transmembrane transport of substrates, especially thiamin, and the demand for antioxidant protection of K. vulgare.
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Two group A streptococcal peptide pheromones act through opposing Rgg regulators to control biofilm development. PLoS Pathog 2011; 7:e1002190. [PMID: 21829369 PMCID: PMC3150281 DOI: 10.1371/journal.ppat.1002190] [Citation(s) in RCA: 140] [Impact Index Per Article: 10.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2011] [Accepted: 06/21/2011] [Indexed: 11/19/2022] Open
Abstract
Streptococcus pyogenes (Group A Streptococcus, GAS) is an important human commensal that occasionally causes localized infections and less frequently causes severe invasive disease with high mortality rates. How GAS regulates expression of factors used to colonize the host and avoid immune responses remains poorly understood. Intercellular communication is an important means by which bacteria coordinate gene expression to defend against host assaults and competing bacteria, yet no conserved cell-to-cell signaling system has been elucidated in GAS. Encoded within the GAS genome are four rgg-like genes, two of which (rgg2 and rgg3) have no previously described function. We tested the hypothesis that rgg2 or rgg3 rely on extracellular peptides to control target-gene regulation. We found that Rgg2 and Rgg3 together tightly regulate two linked genes encoding new peptide pheromones. Rgg2 activates transcription of and is required for full induction of the pheromone genes, while Rgg3 plays an antagonistic role and represses pheromone expression. The active pheromone signals, termed SHP2 and SHP3, are short and hydrophobic (DI[I/L]IIVGG), and, though highly similar in sequence, their ability to disrupt Rgg3-DNA complexes were observed to be different, indicating that specificity and differential activation of promoters are characteristics of the Rgg2/3 regulatory circuit. SHP-pheromone signaling requires an intact oligopeptide permease (opp) and a metalloprotease (eep), supporting the model that pro-peptides are secreted, processed to the mature form, and subsequently imported to the cytoplasm to interact directly with the Rgg receptors. At least one consequence of pheromone stimulation of the Rgg2/3 pathway is increased biogenesis of biofilms, which counteracts negative regulation of biofilms by RopB (Rgg1). These data provide the first demonstration that Rgg-dependent quorum sensing functions in GAS and substantiate the role that Rggs play as peptide receptors across the Firmicute phylum.
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Kitko RD, Cleeton RL, Armentrout EI, Lee GE, Noguchi K, Berkmen MB, Jones BD, Slonczewski JL. Cytoplasmic acidification and the benzoate transcriptome in Bacillus subtilis. PLoS One 2009; 4:e8255. [PMID: 20011599 PMCID: PMC2788229 DOI: 10.1371/journal.pone.0008255] [Citation(s) in RCA: 36] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2009] [Accepted: 11/20/2009] [Indexed: 01/19/2023] Open
Abstract
BACKGROUND Bacillus subtilis encounters a wide range of environmental pH. The bacteria maintain cytoplasmic pH within a narrow range. Response to acid stress is a poorly understood function of external pH and of permeant acids that conduct protons into the cytoplasm. METHODS AND PRINCIPAL FINDINGS Cytoplasmic acidification and the benzoate transcriptome were observed in Bacillus subtilis. Cytoplasmic pH was measured with 4-s time resolution using GFPmut3b fluorimetry. Rapid external acidification (pH 7.5 to 6.0) acidified the B. subtilis cytoplasm, followed by partial recovery. Benzoate addition up to 60 mM at external pH 7 depressed cytoplasmic pH but left a transmembrane Delta pH permitting growth; this robust adaptation to benzoate exceeds that seen in E. coli. Cytoplasmic pH was depressed by 0.3 units during growth with 30 mM benzoate. The transcriptome of benzoate-adapted cells was determined by comparing 4,095 gene expression indices following growth at pH 7, +/- 30 mM benzoate. 164 ORFs showed > or = 2-fold up-regulation by benzoate (30 mM benzoate/0 mM), and 102 ORFs showed > or = 2-fold down-regulation. 42% of benzoate-dependent genes are regulated up or down, respectively, at pH 6 versus pH 7; they are candidates for cytoplasmic pH response. Acid-stress genes up-regulated by benzoate included drug resistance genes (yhbI, yhcA, yuxJ, ywoGH); an oligopeptide transporter (opp); glycine catabolism (gcvPA-PB); acetate degradation (acsA); dehydrogenases (ald, fdhD, serA, yrhEFG, yjgCD); the TCA cycle (citZ, icd, mdh, sucD); and oxidative stress (OYE-family yqjM, ohrB). Base-stress genes down-regulated by benzoate included malate metabolism (maeN), sporulation control (spo0M, spo0E), and the SigW alkali shock regulon. Cytoplasmic pH could mediate alkali-shock induction of SigW. CONCLUSIONS B. subtilis maintains partial pH homeostasis during growth, and withstands high concentrations of permeant acid stress, higher than for gram-negative neutralophile E. coli. The benzoate adaptation transcriptome substantially overlaps that of external acid, contributing to a cytoplasmic pH transcriptome.
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Affiliation(s)
- Ryan D. Kitko
- Department of Biology, Kenyon College, Gambier, Ohio, United States of America
| | - Rebecca L. Cleeton
- Department of Biology, Kenyon College, Gambier, Ohio, United States of America
| | - Erin I. Armentrout
- Department of Biology, Kenyon College, Gambier, Ohio, United States of America
| | - Grace E. Lee
- Department of Biology, Kenyon College, Gambier, Ohio, United States of America
| | - Ken Noguchi
- Department of Biology, Kenyon College, Gambier, Ohio, United States of America
| | - Melanie B. Berkmen
- Department of Chemistry and Biochemistry, Suffolk University, Boston, Massachusetts, United States of America
| | - Brian D. Jones
- Department of Mathematics, Kenyon College, Gambier, Ohio, United States of America
| | - Joan L. Slonczewski
- Department of Biology, Kenyon College, Gambier, Ohio, United States of America
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Hamze K, Julkowska D, Autret S, Hinc K, Nagorska K, Sekowska A, Holland IB, Séror SJ. Identification of genes required for different stages of dendritic swarming in Bacillus subtilis, with a novel role for phrC. Microbiology (Reading) 2009; 155:398-412. [DOI: 10.1099/mic.0.021477-0] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Highly branched dendritic swarming of B. subtilis on synthetic B-medium involves a developmental-like process that is absolutely dependent on flagella and surfactin secretion. In order to identify new swarming genes, we targeted the two-component ComPA signalling pathway and associated global regulators. In liquid cultures, the histidine kinase ComP, and the response regulator ComA, respond to secreted pheromones ComX and CSF (encoded by phrC) in order to control production of surfactin synthases and ComS (competence regulator). In this study, for what is believed to be the first time, we established that distinct early stages of dendritic swarming can be clearly defined, and that they are amenable to genetic analysis. In a mutational analysis producing several mutants with distinctive phenotypes, we were able to assign the genes sfp (activation of surfactin synthases), comA, abrB and codY (global regulators), hag (flagellin), mecA and yvzB (hag-like), and swrB (motility), to the different swarming stages. Surprisingly, mutations in genes comPX, comQ, comS, rapC and oppD, which are normally indispensable for import of CSF, had only modest effects, if any, on swarming and surfactin production. Therefore, during dendritic swarming, surfactin synthesis is apparently subject to novel regulation that is largely independent of the ComXP pathway; we discuss possible alternative mechanisms for driving srfABCD transcription. We showed that the phrC mutant, largely independent of any effect on surfactin production, was also, nevertheless, blocked early in swarming, forming stunted dendrites, with abnormal dendrite initiation morphology. In a mixed swarm co-inoculated with phrC sfp+
and phrC+ sfp (GFP), an apparently normal swarm was produced. In fact, while initiation of all dendrites was of the abnormal phrC type, these were predominantly populated by sfp cells, which migrated faster than the phrC cells. This and other results indicated a specific migration defect in the phrC mutant that could not be trans-complemented by CSF in a mixed swarm. CSF is the C-terminal pentapeptide of the surface-exposed PhrC pre-peptide and we propose that the residual PhrC 35 aa residue peptide anchored in the exterior of the cytoplasmic membrane has an apparently novel extracellular role in swarming.
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Affiliation(s)
- Kassem Hamze
- Université Paris-Sud, Institut de Génétique et Microbiologie, UMR CNRS 8621, Bât. 409, 91405 Orsay Cedex, France
| | - Daria Julkowska
- Université Paris-Sud, Institut de Génétique et Microbiologie, UMR CNRS 8621, Bât. 409, 91405 Orsay Cedex, France
| | - Sabine Autret
- Université Paris-Sud, Institut de Génétique et Microbiologie, UMR CNRS 8621, Bât. 409, 91405 Orsay Cedex, France
| | - Krzysztof Hinc
- Université Paris-Sud, Institut de Génétique et Microbiologie, UMR CNRS 8621, Bât. 409, 91405 Orsay Cedex, France
| | - Krzysztofa Nagorska
- Université Paris-Sud, Institut de Génétique et Microbiologie, UMR CNRS 8621, Bât. 409, 91405 Orsay Cedex, France
| | - Agnieszka Sekowska
- Université Paris-Sud, Institut de Génétique et Microbiologie, UMR CNRS 8621, Bât. 409, 91405 Orsay Cedex, France
| | - I. Barry Holland
- Université Paris-Sud, Institut de Génétique et Microbiologie, UMR CNRS 8621, Bât. 409, 91405 Orsay Cedex, France
| | - Simone J. Séror
- Université Paris-Sud, Institut de Génétique et Microbiologie, UMR CNRS 8621, Bât. 409, 91405 Orsay Cedex, France
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Auchtung JM, Lee CA, Grossman AD. Modulation of the ComA-dependent quorum response in Bacillus subtilis by multiple Rap proteins and Phr peptides. J Bacteriol 2006; 188:5273-85. [PMID: 16816200 PMCID: PMC1539962 DOI: 10.1128/jb.00300-06] [Citation(s) in RCA: 83] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
In Bacillus subtilis, extracellular peptide signaling regulates several biological processes. Secreted Phr signaling peptides are imported into the cell and act intracellularly to antagonize the activity of regulators known as Rap proteins. B. subtilis encodes several Rap proteins and Phr peptides, and the processes regulated by many of these Rap proteins and Phr peptides are unknown. We used DNA microarrays to characterize the roles that several rap-phr signaling modules play in regulating gene expression. We found that rapK-phrK regulates the expression of a number of genes activated by the response regulator ComA. ComA activates expression of genes involved in competence development and the production of several secreted products. Two Phr peptides, PhrC and PhrF, were previously known to stimulate the activity of ComA. We assayed the roles that PhrC, PhrF, and PhrK play in regulating gene expression and found that these three peptides stimulate ComA-dependent gene expression to different levels and are all required for full expression of genes activated by ComA. The involvement of multiple Rap proteins and Phr peptides allows multiple physiological cues to be integrated into a regulatory network that modulates the timing and magnitude of the ComA response.
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Gupta A, Maranas CD, Albert R. Elucidation of directionality for co-expressed genes: predicting intra-operon termination sites. Bioinformatics 2005; 22:209-14. [PMID: 16287937 DOI: 10.1093/bioinformatics/bti780] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
MOTIVATION In this paper, we present a novel framework for inferring regulatory and sequence-level information from gene co-expression networks. The key idea of our methodology is the systematic integration of network inference and network topological analysis approaches for uncovering biological insights. RESULTS We determine the gene co-expression network of Bacillus subtilis using Affymetrix GeneChip time-series data and show how the inferred network topology can be linked to sequence-level information hard-wired in the organism's genome. We propose a systematic way for determining the correlation threshold at which two genes are assessed to be co-expressed using the clustering coefficient and we expand the scope of the gene co-expression network by proposing the slope ratio metric as a means for incorporating directionality on the edges. We show through specific examples for B. subtilis that by incorporating expression level information in addition to the temporal expression patterns, we can uncover sequence-level biological insights. In particular, we are able to identify a number of cases where (1) the co-expressed genes are part of a single transcriptional unit or operon and (2) the inferred directionality arises due to the presence of intra-operon transcription termination sites. AVAILABILITY The software will be provided on request. SUPPLEMENTARY INFORMATION http://www.phys.psu.edu/~ralbert/pdf/gma_bioinf_supp.pdf
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Affiliation(s)
- Anshuman Gupta
- Academic Services and Emerging Technologies, The Pennsylvania State University University Park, PA, USA
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Bongiorni C, Ishikawa S, Stephenson S, Ogasawara N, Perego M. Synergistic regulation of competence development in Bacillus subtilis by two Rap-Phr systems. J Bacteriol 2005; 187:4353-61. [PMID: 15968044 PMCID: PMC1151770 DOI: 10.1128/jb.187.13.4353-4361.2005] [Citation(s) in RCA: 74] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
The 11 Rap proteins of Bacillus subtilis comprise a conserved family of tetratricopeptide (TPR)-containing regulatory proteins. Their activity is inhibited by specific Phr pentapeptides produced from the product of phr genes through an export-import maturation process. We found that one of the proteins, namely RapF, is involved in the regulation of competence to DNA transformation. The ComA response regulator and transcription factor for initiation of competence development is the target of RapF. Specific binding of RapF to the carboxy-terminal DNA-binding domain of ComA inhibits the response regulator's ability to bind its target DNA promoters. The PhrF C-terminal pentapeptide, QRGMI, inhibits RapF activity. The activity of RapF and PhrF in regulating competence development is analogous to the previously described activity of RapC and PhrC (L. J. Core and M. Perego, Mol. Microbiol. 49:1509-1522, 2003). In fact, the RapF and PhrF pair of proteins acts synergistically with RapC and PhrC in the overall regulation of the ComA transcription factor. Since the transcription of the RapC- and RapF-encoding genes is positively regulated by their own target ComA, an autoregulatory circuit must exist for the competence transcription factor in order to modulate its activity.
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Affiliation(s)
- Cristina Bongiorni
- Division of Cellular Biology, Mail Code MEM-116, Department of Molecular and Experimental Medicine, The Scripps Research Institute, 10550 North Torrey Pines Road, La Jolla, CA 92037, USA
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