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Abstract
Bacillus anthracis, the anthrax agent, exhibits robust proliferation in diverse niches of mammalian hosts. The metabolic attributes of B. anthracis that permit rapid growth in multiple mammalian tissues have not been established. We posit that branched-chain amino acid (BCAA) (isoleucine, leucine, and valine) metabolism is key to B. anthracis pathogenesis. Increasing evidence indicates the relationships between B. anthracis virulence and the expression of BCAA-related genes. The expression of some BCAA-related genes is altered during culture in bovine blood in vitro, and the bacterium exhibits valine auxotrophy in a blood serum mimic medium. Transcriptome analyses have revealed that the virulence regulator AtxA, which positively affects the expression of the anthrax toxin and capsule genes, negatively regulates genes predicted to be associated with BCAA biosynthesis and transport. Here, we show that B. anthracis growth in defined medium is severely restricted in the absence of exogenous BCAAs, indicating that BCAA transport is required for optimal growth in vitro. We demonstrate functional redundancy among multiple BrnQ-type BCAA transporters. Three transporters are associated with isoleucine and valine transport, and the deletion of one, BrnQ3, attenuates virulence in a murine model for anthrax. Interestingly, an ilvD-null mutant lacking dihydroxy acid dehydratase, an enzyme essential for BCAA synthesis, exhibits unperturbed growth when cultured in medium containing BCAAs but is highly attenuated in the murine model. Finally, our data show that BCAAs enhance AtxA activity in a dose-dependent manner, suggesting a model in which BCAAs serve as a signal for virulence gene expression. IMPORTANCE Infection with B. anthracis can result in systemic disease with large numbers of the bacterium in multiple tissues. We found that branched-chain amino acid (BCAA) synthesis is insufficient for the robust growth of B. anthracis; access to BCAAs is necessary for the proliferation of the pathogen during culture and during infection in a murine model for anthrax. B. anthracis produces an unusually large repertoire of BCAA-related transporters. We identified three isoleucine/valine transporters with partial functional redundancy during culture. The deletion of one of these transporters, BrnQ3, resulted in attenuated virulence. Interestingly, a BCAA biosynthesis mutant grew well in medium containing BCAAs but, like BrnQ3, was attenuated for virulence. These results suggest that BCAAs are limiting in multiple niches during infection and further our understanding of the nutritional requirements of this important pathogen.
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Klein M, Stewart JD, Porter SS, Weedon JT, Kiers ET. Evolution of manipulative microbial behaviors in the rhizosphere. Evol Appl 2022; 15:1521-1536. [DOI: 10.1111/eva.13333] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2021] [Revised: 11/30/2021] [Accepted: 12/02/2021] [Indexed: 01/01/2023] Open
Affiliation(s)
- Malin Klein
- Department of Ecological Science Vrije Universiteit Amsterdam Amsterdam The Netherlands
| | - Justin D. Stewart
- Department of Ecological Science Vrije Universiteit Amsterdam Amsterdam The Netherlands
| | - Stephanie S. Porter
- School of Biological Sciences Washington State University Vancouver Washington USA
| | - James T. Weedon
- Department of Ecological Science Vrije Universiteit Amsterdam Amsterdam The Netherlands
| | - E. Toby Kiers
- Department of Ecological Science Vrije Universiteit Amsterdam Amsterdam The Netherlands
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Prajapati B, Bernal-Cabas M, López-Álvarez M, Schaffer M, Bartel J, Rath H, Steil L, Becher D, Völker U, Mäder U, van Dijl JM. Double trouble: Bacillus depends on a functional Tat machinery to avoid severe oxidative stress and starvation upon entry into a NaCl-depleted environment. BIOCHIMICA ET BIOPHYSICA ACTA-MOLECULAR CELL RESEARCH 2020; 1868:118914. [PMID: 33245978 DOI: 10.1016/j.bbamcr.2020.118914] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Received: 06/23/2020] [Revised: 11/08/2020] [Accepted: 11/20/2020] [Indexed: 11/17/2022]
Abstract
The widely conserved twin-arginine translocases (Tat) allow the transport of fully folded cofactor-containing proteins across biological membranes. In doing so, these translocases serve different biological functions ranging from energy conversion to cell division. In the Gram-positive soil bacterium Bacillus subtilis, the Tat machinery is essential for effective growth in media lacking iron or NaCl. It was previously shown that this phenomenon relates to the Tat-dependent export of the heme-containing peroxidase EfeB, which converts Fe2+ to Fe3+ at the expense of hydrogen peroxide. However, the reasons why the majority of tat mutant bacteria perish upon dilution in NaCl-deprived medium and how, after several hours, a sub-population adapts to this condition was unknown. Here we show that, upon growth in the absence of NaCl, the bacteria face two major problems, namely severe oxidative stress at the membrane and starvation leading to death. The tat mutant cells can overcome these challenges if they are fed with arginine, which implies that severe arginine depletion is a major cause of death and resumed arginine synthesis permits their survival. Altogether, our findings show that the Tat system of B. subtilis is needed to preclude severe oxidative stress and starvation upon sudden drops in the environmental Na+ concentration as caused by flooding or rain.
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Affiliation(s)
- Bimal Prajapati
- University of Groningen, University Medical Center Groningen, Department of Medical Microbiology, Groningen, the Netherlands
| | - Margarita Bernal-Cabas
- University of Groningen, University Medical Center Groningen, Department of Medical Microbiology, Groningen, the Netherlands
| | - Marina López-Álvarez
- University of Groningen, University Medical Center Groningen, Department of Medical Microbiology, Groningen, the Netherlands
| | - Marc Schaffer
- University Medicine Greifswald, Interfaculty Institute of Genetics and Functional Genomics, Department of Functional Genomics, Greifswald, Germany
| | - Jürgen Bartel
- University of Greifswald, Institute of Microbiology, Department of Microbial Proteomics, Greifswald, Germany
| | - Hermann Rath
- University Medicine Greifswald, Interfaculty Institute of Genetics and Functional Genomics, Department of Functional Genomics, Greifswald, Germany
| | - Leif Steil
- University Medicine Greifswald, Interfaculty Institute of Genetics and Functional Genomics, Department of Functional Genomics, Greifswald, Germany
| | - Dörte Becher
- University of Greifswald, Institute of Microbiology, Department of Microbial Proteomics, Greifswald, Germany
| | - Uwe Völker
- University Medicine Greifswald, Interfaculty Institute of Genetics and Functional Genomics, Department of Functional Genomics, Greifswald, Germany
| | - Ulrike Mäder
- University Medicine Greifswald, Interfaculty Institute of Genetics and Functional Genomics, Department of Functional Genomics, Greifswald, Germany.
| | - Jan Maarten van Dijl
- University of Groningen, University Medical Center Groningen, Department of Medical Microbiology, Groningen, the Netherlands.
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Costa OYA, Oguejiofor C, Zühlke D, Barreto CC, Wünsche C, Riedel K, Kuramae EE. Impact of Different Trace Elements on the Growth and Proteome of Two Strains of Granulicella, Class "Acidobacteriia". Front Microbiol 2020; 11:1227. [PMID: 32625179 PMCID: PMC7315648 DOI: 10.3389/fmicb.2020.01227] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2020] [Accepted: 05/14/2020] [Indexed: 12/24/2022] Open
Abstract
Acidobacteria represents one of the most dominant bacterial groups across diverse ecosystems. However, insight into their ecology and physiology has been hampered by difficulties in cultivating members of this phylum. Previous cultivation efforts have suggested an important role of trace elements for the proliferation of Acidobacteria, however, the impact of these metals on their growth and metabolism is not known. In order to gain insight into this relationship, we evaluated the effect of trace element solution SL10 on the growth of two strains (5B5 and WH15) of Acidobacteria belonging to the genus Granulicella and studied the proteomic responses to manganese (Mn). Granulicella species had highest growth with the addition of Mn, as well as higher tolerance to this metal compared to seven other metal salts. Variations in tolerance to metal salt concentrations suggests that Granulicella sp. strains possess different mechanisms to deal with metal ion homeostasis and stress. Furthermore, Granulicella sp. 5B5 might be more adapted to survive in an environment with higher concentration of several metal ions when compared to Granulicella sp. WH15. The proteomic profiles of both strains indicated that Mn was more important in enhancing enzymatic activity than to protein expression regulation. In the genomic analyses, we did not find the most common transcriptional regulation of Mn homeostasis, but we found candidate transporters that could be potentially involved in Mn homeostasis for Granulicella species. The presence of such transporters might be involved in tolerance to higher Mn concentrations, improving the adaptability of bacteria to metal enriched environments, such as the decaying wood-rich Mn environment from which these two Granulicella strains were isolated.
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Affiliation(s)
- Ohana Y A Costa
- Department of Microbial Ecology, Netherlands Institute of Ecology (NIOO-KNAW), Wageningen, Netherlands.,Institute of Biology Leiden, Leiden University, Leiden, Netherlands
| | - Chidinma Oguejiofor
- Department of Soil Science and Meteorology, Michael Okpara University of Agriculture, Umudike, Nigeria
| | - Daniela Zühlke
- Institute of Microbiology, University of Greifswald, Greifswald, Germany
| | - Cristine C Barreto
- Genomic Sciences and Biotechnology Program, Catholic University of Brasilia, Distrito Federal, Brazil
| | - Christine Wünsche
- Institute of Microbiology, University of Greifswald, Greifswald, Germany
| | - Katharina Riedel
- Institute of Microbiology, University of Greifswald, Greifswald, Germany
| | - Eiko E Kuramae
- Department of Microbial Ecology, Netherlands Institute of Ecology (NIOO-KNAW), Wageningen, Netherlands.,Ecology and Biodiversity, Institute of Environmental Biology, Utrecht University, Utrecht, Netherlands
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5
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Highly accurate classification of biological spores by culture medium for forensic attribution using multiple chemical signature types and machine learning. Anal Bioanal Chem 2020; 412:4287-4299. [PMID: 32328690 DOI: 10.1007/s00216-020-02660-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2020] [Revised: 04/01/2020] [Accepted: 04/14/2020] [Indexed: 01/29/2023]
Abstract
Future proliferation of biological expertise and new technology may increasingly lower the difficulty to produce biological organisms for misuse. Rapid attribution of a biological attack is needed to quickly identify the person or lab responsible and prevent additional attacks by enabling the apprehension of suspects. Here, triplicate batches of Bacillus anthracis Sterne strain (BaSt) spores were grown in a total of seven amateur and professional media. Multiple orthogonal analytical signatures (peptides, metabolites, lipids by fatty acid methyl ester (FAME) analysis, bulk organic profile, and trace elements) were collected from the BaSt spores. The proteomics and metabolomics analyses identified promising attribution signature compounds that are unique to each of the seven production methods. In addition, while each of the signature types showed varying degrees of value individually for attributing BaSt spores to the culture medium used to prepare them, fusing results from all five signatures types to increase sourcing robustness and using a random forest sourcing algorithm yielded 100% hold-one-batch-out cross-validation classification accuracy and an average relative source probability for the correct source 5.5× higher than the most probable incorrect source. These preliminary results provide a proof-of-concept for the development of forensic examinations that can attribute biological agents to production methods for use in future investigations.
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Effect of amino acids on transcription and translation of key genes in E. coli K and B grown at a steady state in minimal medium. N Biotechnol 2018; 49:120-128. [PMID: 30385399 DOI: 10.1016/j.nbt.2018.10.004] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2018] [Revised: 10/24/2018] [Accepted: 10/26/2018] [Indexed: 02/01/2023]
Abstract
Growing E. coli to high densities is a common strategy for biologicals production. The process is implemented by using complex or minimal media with different feeding strategies. To understand the effect of amino acids, E. coli B and K were grown at a steady state of 0.35 h-1 in glucose minimal medium with and without amino acids, while their metabolism, protein abundance and gene expression were compared. The results showed that amino acids promoted higher acetate excretion, higher fatty acid biosynthesis (K strain), repressed glucose uptake rate, and decreased expression of proteins associated with the TCA cycle, glyoxylate shunt and amino acid biosynthesis. In presence of amino acids, E. coli K upregulated fatty acid biosynthesis and repressed more genes and proteins involved in amino acid biosynthesis than E. coli B. These findings are correlated with higher yield on glucose (Yx/s) and high specific biomass production rate (qx) in K strain in the presence of amino acids. In contrast, pre-formed precursor molecules such as amino acids did not affect fatty acid biosynthesis in E. coli B or Yx/s and qx, which were higher than those of E. coli K, suggesting that constitutive synthesis of energetically demanding precursors and higher fatty acid β-oxidation activity is key for high biomass-performer E. coli B. Both strains turned off unnecessary pathways and directed their metabolism to proteome efficient overflow metabolism likely to generate energy and provide protein to functions supporting higher growth rate.
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7
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Kocabaş P, Çalık G, Çalık P, Özdamar TH. Analyses of extracellular protein production in Bacillus subtilis – II: Responses of reaction network to oxygen transfer at transcriptional level. Biochem Eng J 2017. [DOI: 10.1016/j.bej.2017.07.004] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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Perez M, Ladero V, del Rio B, Redruello B, de Jong A, Kuipers O, Kok J, Martin MC, Fernandez M, Alvarez MA. The Relationship among Tyrosine Decarboxylase and Agmatine Deiminase Pathways in Enterococcus faecalis. Front Microbiol 2017; 8:2107. [PMID: 29163401 PMCID: PMC5672081 DOI: 10.3389/fmicb.2017.02107] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2017] [Accepted: 10/16/2017] [Indexed: 01/26/2023] Open
Abstract
Enterococci are considered mainly responsible for the undesirable accumulation of the biogenic amines tyramine and putrescine in cheeses. The biosynthesis of tyramine and putrescine has been described as a species trait in Enterococcus faecalis. Tyramine is formed by the decarboxylation of the amino acid tyrosine, by the tyrosine decarboxylase (TDC) route encoded in the tdc cluster. Putrescine is formed from agmatine by the agmatine deiminase (AGDI) pathway encoded in the agdi cluster. These biosynthesis routes have been independently studied, tyrosine and agmatine transcriptionally regulate the tdc and agdi clusters. The objective of the present work is to study the possible co-regulation among TDC and AGDI pathways in E. faecalis. In the presence of agmatine, a positive correlation between putrescine biosynthesis and the tyrosine concentration was found. Transcriptome studies showed that tyrosine induces the transcription of putrescine biosynthesis genes and up-regulates pathways involved in cell growth. The tyrosine modulation over AGDI route was not observed in the mutant Δtdc strain. Fluorescence analyses using gfp as reporter protein revealed PaguB (the promoter of agdi catabolic genes) was induced by tyrosine in the wild-type but not in the mutant strain, confirming that tdc cluster was involved in the tyrosine induction of putrescine biosynthesis. This study also suggests that AguR (the transcriptional regulator of agdi) was implicated in interaction among the two clusters.
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Affiliation(s)
- Marta Perez
- Dairy Research Institute, Consejo Superior de Investigaciones Científicas (IPLA-CSIC), Asturias, Spain
| | - Victor Ladero
- Dairy Research Institute, Consejo Superior de Investigaciones Científicas (IPLA-CSIC), Asturias, Spain
| | - Beatriz del Rio
- Dairy Research Institute, Consejo Superior de Investigaciones Científicas (IPLA-CSIC), Asturias, Spain
| | - Begoña Redruello
- Dairy Research Institute, Consejo Superior de Investigaciones Científicas (IPLA-CSIC), Asturias, Spain
| | - Anne de Jong
- Department of Molecular Genetics, Groningen Biomolecular Sciences and Biotechnology Institute, University of Groningen, Groningen, Netherlands
| | - Oscar Kuipers
- Department of Molecular Genetics, Groningen Biomolecular Sciences and Biotechnology Institute, University of Groningen, Groningen, Netherlands
| | - Jan Kok
- Department of Molecular Genetics, Groningen Biomolecular Sciences and Biotechnology Institute, University of Groningen, Groningen, Netherlands
| | - M. Cruz Martin
- Dairy Research Institute, Consejo Superior de Investigaciones Científicas (IPLA-CSIC), Asturias, Spain
| | - Maria Fernandez
- Dairy Research Institute, Consejo Superior de Investigaciones Científicas (IPLA-CSIC), Asturias, Spain
| | - Miguel A. Alvarez
- Dairy Research Institute, Consejo Superior de Investigaciones Científicas (IPLA-CSIC), Asturias, Spain
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Fang F, Dai B, Zhao G, Zhao H, Sun C, Liu H, Xian M. In depth understanding the molecular response to the enhanced secretion of fatty acids in S accharomyces cerevisiae due to one-step gene deletion of acyl-CoA synthetases. Process Biochem 2016. [DOI: 10.1016/j.procbio.2016.05.017] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/14/2023]
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10
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Kröber M, Verwaaijen B, Wibberg D, Winkler A, Pühler A, Schlüter A. Comparative transcriptome analysis of the biocontrol strain Bacillus amyloliquefaciens FZB42 as response to biofilm formation analyzed by RNA sequencing. J Biotechnol 2016; 231:212-223. [PMID: 27312701 DOI: 10.1016/j.jbiotec.2016.06.013] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2016] [Revised: 05/23/2016] [Accepted: 06/12/2016] [Indexed: 10/21/2022]
Abstract
The strain Bacillus amyloliquefaciens FZB42 is a plant growth promoting rhizobacterium (PGPR) and biocontrol agent known to keep infections of lettuce (Lactuca sativa) by the phytopathogen Rhizoctonia solani down. Several mechanisms, including the production of secondary metabolites possessing antimicrobial properties and induction of the host plant's systemic resistance (ISR), were proposed to explain the biocontrol effect of the strain. B. amyloliquefaciens FZB42 is able to form plaques (biofilm-like structures) on plant roots and this feature was discussed to be associated with its biocontrol properties. For this reason, formation of B. amyloliquefaciens biofilms was studied at the transcriptional level using high-throughput sequencing of whole transcriptome cDNA libraries from cells grown under biofilm-forming conditions vs. planktonic growth. Comparison of the transcriptional profiles of B. amyloliquefaciens FZB42 under these growth conditions revealed a common set of highly transcribed genes mostly associated with basic cellular functions. The lci gene, encoding an antimicrobial peptide (AMP), was among the most highly transcribed genes of cells under both growth conditions suggesting that AMP production may contribute to biocontrol. In contrast, gene clusters coding for synthesis of secondary metabolites with antimicrobial properties were only moderately transcribed and not induced in biofilm-forming cells. Differential gene expression revealed that 331 genes were significantly up-regulated and 230 genes were down-regulated in the transcriptome of B. amyloliquefaciens FZB42 under biofilm-forming conditions in comparison to planktonic cells. Among the most highly up-regulated genes, the yvqHI operon, coding for products involved in nisin (class I bacteriocin) resistance, was identified. In addition, an operon whose products play a role in fructosamine metabolism was enhanced in its transcription. Moreover, genes involved in the production of the extracellular biofilm matrix including exopolysaccharide genes (eps) and the yqxM-tasA-sipW operon encoding amyloid fiber synthesis were up-regulated in the B. amyloliquefaciens FZB42 biofilm. On the other hand, highly down-regulated genes in biofilms are associated with synthesis, assembly and regulation of the flagellar apparatus, the degradation of aromatic compounds and the export of copper. The obtained transcriptional profile for B. amyloliquefaciens biofilm cells uncovered genes involved in its development and enabled the assessment that synthesis of secondary metabolites among other factors may contribute to the biocontrol properties of the strain.
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Affiliation(s)
- Magdalena Kröber
- Genome Research of Industrial Microorganisms, Center for Biotechnology, Bielefeld University, Bielefeld, Germany
| | - Bart Verwaaijen
- Genome Research of Industrial Microorganisms, Center for Biotechnology, Bielefeld University, Bielefeld, Germany
| | - Daniel Wibberg
- Genome Research of Industrial Microorganisms, Center for Biotechnology, Bielefeld University, Bielefeld, Germany
| | - Anika Winkler
- Genome Research of Industrial Microorganisms, Center for Biotechnology, Bielefeld University, Bielefeld, Germany
| | - Alfred Pühler
- Genome Research of Industrial Microorganisms, Center for Biotechnology, Bielefeld University, Bielefeld, Germany
| | - Andreas Schlüter
- Genome Research of Industrial Microorganisms, Center for Biotechnology, Bielefeld University, Bielefeld, Germany.
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Yu W, Chen Z, Shen L, Wang Y, Li Q, Yan S, Zhong CJ, He N. Proteomic profiling ofBacillus licheniformisreveals a stress response mechanism in the synthesis of extracellular polymeric flocculants. Biotechnol Bioeng 2015; 113:797-806. [DOI: 10.1002/bit.25838] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2015] [Revised: 09/12/2015] [Accepted: 09/15/2015] [Indexed: 01/08/2023]
Affiliation(s)
- Wencheng Yu
- Department of Chemical and Biochemical Engineering, College of Chemistry and Chemical Engineering; Xiamen University; Xiamen PR China
| | - Zhen Chen
- Department of Chemical and Biochemical Engineering, College of Chemistry and Chemical Engineering; Xiamen University; Xiamen PR China
| | - Liang Shen
- Department of Chemical and Biochemical Engineering, College of Chemistry and Chemical Engineering; Xiamen University; Xiamen PR China
| | - Yuanpeng Wang
- Department of Chemical and Biochemical Engineering, College of Chemistry and Chemical Engineering; Xiamen University; Xiamen PR China
| | - Qingbiao Li
- Department of Chemical and Biochemical Engineering, College of Chemistry and Chemical Engineering; Xiamen University; Xiamen PR China
| | - Shan Yan
- Department of Chemistry; State University of New York at Binghamton; Binghamton 13902 New York
| | - Chuan-Jian Zhong
- Department of Chemistry; State University of New York at Binghamton; Binghamton 13902 New York
| | - Ning He
- Department of Chemical and Biochemical Engineering, College of Chemistry and Chemical Engineering; Xiamen University; Xiamen PR China
- Department of Chemistry; State University of New York at Binghamton; Binghamton 13902 New York
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12
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Tryptophan promotes morphological and physiological differentiation in Streptomyces coelicolor. Appl Microbiol Biotechnol 2015; 99:10177-89. [DOI: 10.1007/s00253-015-7012-4] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2015] [Revised: 09/06/2015] [Accepted: 09/14/2015] [Indexed: 10/23/2022]
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13
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Irla M, Neshat A, Brautaset T, Rückert C, Kalinowski J, Wendisch VF. Transcriptome analysis of thermophilic methylotrophic Bacillus methanolicus MGA3 using RNA-sequencing provides detailed insights into its previously uncharted transcriptional landscape. BMC Genomics 2015; 16:73. [PMID: 25758049 PMCID: PMC4342826 DOI: 10.1186/s12864-015-1239-4] [Citation(s) in RCA: 38] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2014] [Accepted: 01/12/2015] [Indexed: 01/27/2023] Open
Abstract
Background Bacillus methanolicus MGA3 is a thermophilic, facultative ribulose monophosphate (RuMP) cycle methylotroph. Together with its ability to produce high yields of amino acids, the relevance of this microorganism as a promising candidate for biotechnological applications is evident. The B. methanolicus MGA3 genome consists of a 3,337,035 nucleotides (nt) circular chromosome, the 19,174 nt plasmid pBM19 and the 68,999 nt plasmid pBM69. 3,218 protein-coding regions were annotated on the chromosome, 22 on pBM19 and 82 on pBM69. In the present study, the RNA-seq approach was used to comprehensively investigate the transcriptome of B. methanolicus MGA3 in order to improve the genome annotation, identify novel transcripts, analyze conserved sequence motifs involved in gene expression and reveal operon structures. For this aim, two different cDNA library preparation methods were applied: one which allows characterization of the whole transcriptome and another which includes enrichment of primary transcript 5′-ends. Results Analysis of the primary transcriptome data enabled the detection of 2,167 putative transcription start sites (TSSs) which were categorized into 1,642 TSSs located in the upstream region (5′-UTR) of known protein-coding genes and 525 TSSs of novel antisense, intragenic, or intergenic transcripts. Firstly, 14 wrongly annotated translation start sites (TLSs) were corrected based on primary transcriptome data. Further investigation of the identified 5′-UTRs resulted in the detailed characterization of their length distribution and the detection of 75 hitherto unknown cis-regulatory RNA elements. Moreover, the exact TSSs positions were utilized to define conserved sequence motifs for translation start sites, ribosome binding sites and promoters in B. methanolicus MGA3. Based on the whole transcriptome data set, novel transcripts, operon structures and mRNA abundances were determined. The analysis of the operon structures revealed that almost half of the genes are transcribed monocistronically (940), whereas 1,164 genes are organized in 381 operons. Several of the genes related to methylotrophy had highly abundant transcripts. Conclusion The extensive insights into the transcriptional landscape of B. methanolicus MGA3, gained in this study, represent a valuable foundation for further comparative quantitative transcriptome analyses and possibly also for the development of molecular biology tools which at present are very limited for this organism. Electronic supplementary material The online version of this article (doi:10.1186/s12864-015-1239-4) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Marta Irla
- Genetics of Prokaryotes, Faculty of Biology & Center for Biotechnology, Bielefeld University, Universitätsstr. 25, 33615, Bielefeld, Germany.
| | - Armin Neshat
- Microbial Genomics and Biotechnology, Center for Biotechnology, Bielefeld University, Universitätstr. 27, 33615, Bielefeld, Germany.
| | - Trygve Brautaset
- Department of Molecular Biology, SINTEF Materials and Chemistry, Sem Selands vei 2, 7465, Trondheim, Norway. .,Department of Biotechnology, Norwegian University of Science and Technology, Sem Sælands vei 6/8, 7491, Trondheim, Norway.
| | - Christian Rückert
- Microbial Genomics and Biotechnology, Center for Biotechnology, Bielefeld University, Universitätstr. 27, 33615, Bielefeld, Germany. .,Technology Platform Genomics, Center for Biotechnology, Bielefeld University, Universitätsstr. 27, 33615, Bielefeld, Germany.
| | - Jörn Kalinowski
- Microbial Genomics and Biotechnology, Center for Biotechnology, Bielefeld University, Universitätstr. 27, 33615, Bielefeld, Germany. .,Technology Platform Genomics, Center for Biotechnology, Bielefeld University, Universitätsstr. 27, 33615, Bielefeld, Germany.
| | - Volker F Wendisch
- Genetics of Prokaryotes, Faculty of Biology & Center for Biotechnology, Bielefeld University, Universitätsstr. 25, 33615, Bielefeld, Germany.
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Kudoyarova GR, Melentiev AI, Martynenko EV, Timergalina LN, Arkhipova TN, Shendel GV, Kuz'mina LY, Dodd IC, Veselov SY. Cytokinin producing bacteria stimulate amino acid deposition by wheat roots. PLANT PHYSIOLOGY AND BIOCHEMISTRY : PPB 2014; 83:285-91. [PMID: 25201567 DOI: 10.1016/j.plaphy.2014.08.015] [Citation(s) in RCA: 57] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/06/2014] [Accepted: 08/18/2014] [Indexed: 05/01/2023]
Abstract
Phytohormone production is one mechanism by which rhizobacteria can stimulate plant growth, but it is not clear whether the bacteria gain from this mechanism. The hypothesis that microbial-derived cytokinin phytohormones stimulate root exudation of amino acids was tested. The rhizosphere of wheat plants was drenched with the synthetic cytokinin trans-zeatin or inoculated with Bacillus subtilis IB-22 (which produces zeatin type cytokinins) or B. subtilis IB-21 (which failed to accumulate cytokinins). Growing plants in a split root system allowed spatial separation of zeatin application or rhizobacterial inoculation to one compartment and analyses of amino acid release from roots (rhizodeposition) into the other compartment (without either microbial inoculation or treatment with exogenous hormone). Supplying B. subtilis IB-22 or zeatin to either the whole root system or half of the roots increased concentrations of amino acids in the soil solution although the magnitude of the increase was greater when whole roots were treated. There was some similarity in amino acid concentrations induced by either bacterial or zeatin treatment. Thus B. subtilis IB-22 increased amino acid rhizodeposition, likely due to its ability to produce cytokinins. Furthermore, B. subtilis strain IB-21, which failed to accumulate cytokinins in culture media, did not significantly affect amino acid concentrations in the wheat rhizosphere. The ability of rhizobacteria to produce cytokinins and thereby stimulate rhizodeposition may be important in enhancing rhizobacterial colonization of the rhizoplane.
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Affiliation(s)
- Guzel R Kudoyarova
- Institute of Biology, Ufa Science Centre, Russian Academy of Sciences, pr. Oktyabrya, 69, 450054 Ufa, Russia.
| | - Alexander I Melentiev
- Institute of Biology, Ufa Science Centre, Russian Academy of Sciences, pr. Oktyabrya, 69, 450054 Ufa, Russia
| | - Elena V Martynenko
- Institute of Biology, Ufa Science Centre, Russian Academy of Sciences, pr. Oktyabrya, 69, 450054 Ufa, Russia
| | - Leila N Timergalina
- Institute of Biology, Ufa Science Centre, Russian Academy of Sciences, pr. Oktyabrya, 69, 450054 Ufa, Russia
| | - Tatiana N Arkhipova
- Institute of Biology, Ufa Science Centre, Russian Academy of Sciences, pr. Oktyabrya, 69, 450054 Ufa, Russia
| | - Galina V Shendel
- Institute of Biology, Ufa Science Centre, Russian Academy of Sciences, pr. Oktyabrya, 69, 450054 Ufa, Russia
| | - Ludmila Yu Kuz'mina
- Institute of Biology, Ufa Science Centre, Russian Academy of Sciences, pr. Oktyabrya, 69, 450054 Ufa, Russia
| | - Ian C Dodd
- The Lancaster Environment Centre, Lancaster University, LA1 4YQ Lancaster, UK
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CcpA-mediated catabolite activation of the Bacillus subtilis ilv-leu operon and its negation by either CodY- or TnrA-mediated negative regulation. J Bacteriol 2014; 196:3793-806. [PMID: 25157083 DOI: 10.1128/jb.02055-14] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
The Bacillus subtilis ilv-leu operon functions in the biosynthesis of branched-chain amino acids. It undergoes catabolite activation involving a promoter-proximal cre which is mediated by the complex of CcpA and P-Ser-HPr. This activation of ilv-leu expression is negatively regulated through CodY binding to a high-affinity site in the promoter region under amino acid-rich growth conditions, and it is negatively regulated through TnrA binding to the TnrA box under nitrogen-limited growth conditions. The CcpA-mediated catabolite activation of ilv-leu required a helix face-dependent interaction of the complex of CcpA and P-Ser-HPr with RNA polymerase and needed a 19-nucleotide region upstream of cre for full activation. DNase I footprinting indicated that CodY binding to the high-affinity site competitively prevented the binding of the complex of CcpA and P-Ser-HPr to cre. This CodY binding not only negated catabolite activation but also likely inhibited transcription initiation from the ilv-leu promoter. The footprinting also indicated that TnrA and the complex of CcpA and P-Ser-HPr simultaneously bound to the TnrA box and the cre site, respectively, which are 112 nucleotides apart; TnrA binding to its box was likely to induce DNA bending. This implied that interaction of TnrA bound to its box with the complex of CcpA and P-Ser-HPr bound to cre might negate catabolite activation, but TnrA bound to its box did not inhibit transcription initiation from the ilv-leu promoter. Moreover, this negation of catabolite activation by TnrA required a 26-nucleotide region downstream of the TnrA box.
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16
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Li Y, Xu T, Tschaplinski TJ, Engle NL, Yang Y, Graham DE, He Z, Zhou J. Improvement of cellulose catabolism in Clostridium cellulolyticum by sporulation abolishment and carbon alleviation. BIOTECHNOLOGY FOR BIOFUELS 2014; 7:25. [PMID: 24555718 PMCID: PMC3936895 DOI: 10.1186/1754-6834-7-25] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/06/2013] [Accepted: 02/06/2014] [Indexed: 05/23/2023]
Abstract
BACKGROUND Clostridium cellulolyticum can degrade lignocellulosic biomass, and ferment the soluble sugars to produce valuable chemicals such as lactate, acetate, ethanol and hydrogen. However, the cellulose utilization efficiency of C. cellulolyticum still remains very low, impeding its application in consolidated bioprocessing for biofuels production. In this study, two metabolic engineering strategies were exploited to improve cellulose utilization efficiency, including sporulation abolishment and carbon overload alleviation. RESULTS The spo0A gene at locus Ccel_1894, which encodes a master sporulation regulator was inactivated. The spo0A mutant abolished the sporulation ability. In a high concentration of cellulose (50 g/l), the performance of the spo0A mutant increased dramatically in terms of maximum growth, final concentrations of three major metabolic products, and cellulose catabolism. The microarray and gas chromatography-mass spectrometry (GC-MS) analyses showed that the valine, leucine and isoleucine biosynthesis pathways were up-regulated in the spo0A mutant. Based on this information, a partial isobutanol producing pathway modified from valine biosynthesis was introduced into C. cellulolyticum strains to further increase cellulose consumption by alleviating excessive carbon load. The introduction of this synthetic pathway to the wild-type strain improved cellulose consumption from 17.6 g/l to 28.7 g/l with a production of 0.42 g/l isobutanol in the 50 g/l cellulose medium. However, the spo0A mutant strain did not appreciably benefit from introduction of this synthetic pathway and the cellulose utilization efficiency did not further increase. A technical highlight in this study was that an in vivo promoter strength evaluation protocol was developed using anaerobic fluorescent protein and flow cytometry for C. cellulolyticum. CONCLUSIONS In this study, we inactivated the spo0A gene and introduced a heterologous synthetic pathway to manipulate the stress response to heavy carbon load and accumulation of metabolic products. These findings provide new perspectives to enhance the ability of cellulolytic bacteria to produce biofuels and biocommodities with high efficiency and at low cost directly from lignocellulosic biomass.
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Affiliation(s)
- Yongchao Li
- Institute for Environmental Genomics and Department of Microbiology and Plant Biology, University of Oklahoma, 101 David L. Boren Boulevard, Norman, OK 73019, USA
| | - Tao Xu
- Institute for Environmental Genomics and Department of Microbiology and Plant Biology, University of Oklahoma, 101 David L. Boren Boulevard, Norman, OK 73019, USA
| | - Timothy J Tschaplinski
- BioEnergy Science Center, Oak Ridge National Laboratory, Oak Ridge, TN 37831, USA
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, TN 37831, USA
| | - Nancy L Engle
- BioEnergy Science Center, Oak Ridge National Laboratory, Oak Ridge, TN 37831, USA
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, TN 37831, USA
| | - Yunfeng Yang
- State Key Joint Laboratory of Environment Simulation and Pollution Control, School of Environment, Tsinghua University, Beijing 100084, China
| | - David E Graham
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, TN 37831, USA
| | - Zhili He
- Institute for Environmental Genomics and Department of Microbiology and Plant Biology, University of Oklahoma, 101 David L. Boren Boulevard, Norman, OK 73019, USA
| | - Jizhong Zhou
- Institute for Environmental Genomics and Department of Microbiology and Plant Biology, University of Oklahoma, 101 David L. Boren Boulevard, Norman, OK 73019, USA
- State Key Joint Laboratory of Environment Simulation and Pollution Control, School of Environment, Tsinghua University, Beijing 100084, China
- Earth Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA
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17
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Garst A, Lynch M, Evans R, Gill RT. Strategies for the multiplex mapping of genes to traits. Microb Cell Fact 2013; 12:99. [PMID: 24171944 PMCID: PMC3842685 DOI: 10.1186/1475-2859-12-99] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2013] [Accepted: 10/20/2013] [Indexed: 12/19/2022] Open
Abstract
Rewiring and optimization of metabolic networks to enable the production of commercially valuable chemicals is a central goal of metabolic engineering. This prospect is challenged by the complexity of metabolic networks, lack of complete knowledge of gene function(s), and the vast combinatorial genotype space that is available for exploration and optimization. Various approaches have thus been developed to aid in the efficient identification of genes that contribute to a variety of different phenotypes, allowing more rapid design and engineering of traits desired for industrial applications. This review will highlight recent technologies that have enhanced capabilities to map genotype-phenotype relationships on a genome wide scale and emphasize how such approaches enable more efficient design and engineering of complex phenotypes.
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Affiliation(s)
| | | | | | - Ryan T Gill
- Department of Chemical and Biological Engineering, University of Colorado, Campus Box 592, Boulder, CO 80303, USA.
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18
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Abstract
Often referred to as the "building blocks of proteins", the 20 canonical proteinogenic amino acids are ubiquitous in biological systems as the functional units in proteins. Sometimes overlooked are their varying additional roles that include serving as metabolic intermediaries, playing structural roles in bioactive natural products, acting as cosubstrates in enzymatic transformations, and as key regulators of cellular physiology. Amino acids can also serve as biological sources of both carbon and nitrogen and are found in the rhizosphere as a result of lysis or cellular efflux from plants and microbes and proteolysis of existing peptides. While both plants and microbes apparently prefer to take up nitrogen in its inorganic form, their ability to take up and use amino acids may confer a selective advantage in certain environments where organic nitrogen is abundant. Further, certain amino acids (e.g., glutamate and proline) and their betaines (e.g., glycine betaine) serve as compatible solutes necessary for osmoregulation in plants and microbes and can undergo rapid cellular flux. This ability is of particular importance in an ecological niche such as the rhizosphere, which is prone to significant variations in solute concentrations. Amino acids are also shown to alter key phenotypes related to plant root growth and microbial colonization, symbiotic interactions, and pathogenesis in the rhizosphere. This review will focus on the sources, transport mechanisms, and potential roles of the 20 canonical proteinogenic amino acids in the rhizosphere.
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Affiliation(s)
- Luke A Moe
- Department of Plant & Soil Sciences, 311 Plant Science Building, University of Kentucky, Lexington, Kentucky 40546-0312, USA
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19
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From the genome sequence to the protein inventory of Bacillus subtilis. Proteomics 2011; 11:2971-80. [DOI: 10.1002/pmic.201100090] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2011] [Revised: 04/07/2011] [Accepted: 04/20/2011] [Indexed: 12/12/2022]
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20
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Zhang W, Li F, Nie L. Integrating multiple 'omics' analysis for microbial biology: application and methodologies. MICROBIOLOGY-SGM 2009; 156:287-301. [PMID: 19910409 DOI: 10.1099/mic.0.034793-0] [Citation(s) in RCA: 356] [Impact Index Per Article: 23.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
Recent advances in various 'omics' technologies enable quantitative monitoring of the abundance of various biological molecules in a high-throughput manner, and thus allow determination of their variation between different biological states on a genomic scale. Several popular 'omics' platforms that have been used in microbial systems biology include transcriptomics, which measures mRNA transcript levels; proteomics, which quantifies protein abundance; metabolomics, which determines abundance of small cellular metabolites; interactomics, which resolves the whole set of molecular interactions in cells; and fluxomics, which establishes dynamic changes of molecules within a cell over time. However, no single 'omics' analysis can fully unravel the complexities of fundamental microbial biology. Therefore, integration of multiple layers of information, the multi-'omics' approach, is required to acquire a precise picture of living micro-organisms. In spite of this being a challenging task, some attempts have been made recently to integrate heterogeneous 'omics' datasets in various microbial systems and the results have demonstrated that the multi-'omics' approach is a powerful tool for understanding the functional principles and dynamics of total cellular systems. This article reviews some basic concepts of various experimental 'omics' approaches, recent application of the integrated 'omics' for exploring metabolic and regulatory mechanisms in microbes, and advances in computational and statistical methodologies associated with integrated 'omics' analyses. Online databases and bioinformatic infrastructure available for integrated 'omics' analyses are also briefly discussed.
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Affiliation(s)
- Weiwen Zhang
- Center for Ecogenomics, Biodesign Institute, Arizona State University, Tempe, AZ 85287-6501, USA
| | - Feng Li
- Division of Biometrics II, Office of Biometrics/OTS/CDER/FDA, Silver Spring, MD 20993-0002, USA
| | - Lei Nie
- Division of Biometrics IV, Office of Biometrics/OTS/CDER/FDA, Silver Spring, MD 20993-0002, USA
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21
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Ye BC, Zhang Y, Yu H, Yu WB, Liu BH, Yin BC, Yin CY, Li YY, Chu J, Zhang SL. Time-resolved transcriptome analysis of Bacillus subtilis responding to valine, glutamate, and glutamine. PLoS One 2009; 4:e7073. [PMID: 19763274 PMCID: PMC2743287 DOI: 10.1371/journal.pone.0007073] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2009] [Accepted: 08/21/2009] [Indexed: 12/19/2022] Open
Abstract
Microorganisms can restructure their transcriptional output to adapt to environmental conditions by sensing endogenous metabolite pools. In this paper, an Agilent customized microarray representing 4,106 genes was used to study temporal transcript profiles of Bacillus subtilis in response to valine, glutamate and glutamine pulses over 24 h. A total of 673, 835, and 1135 amino-acid-regulated genes were identified having significantly changed expression at one or more time points in response to valine, glutamate, and glutamine, respectively, including genes involved in cell wall, cellular import, metabolism of amino-acids and nucleotides, transcriptional regulation, flagellar motility, chemotaxis, phage proteins, sporulation, and many genes of unknown function. Different amino acid treatments were compared in terms of both the global temporal profiles and the 5-minute quick regulations, and between-experiment differential genes were identified. The highlighted genes were analyzed based on diverse sources of gene functions using a variety of computational tools, including T-profiler analysis, and hierarchical clustering. The results revealed the common and distinct modes of action of these three amino acids, and should help to elucidate the specific signaling mechanism of each amino acid as an effector.
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Affiliation(s)
- Bang-Ce Ye
- Lab of Biosystems and Microanalysis, State Key Laboratory of Bioreactor Engineering, East China University of Science & Technology, Shanghai, China.
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22
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Flórez LA, Roppel SF, Schmeisky AG, Lammers CR, Stülke J. A community-curated consensual annotation that is continuously updated: the Bacillus subtilis centred wiki SubtiWiki. DATABASE-THE JOURNAL OF BIOLOGICAL DATABASES AND CURATION 2009; 2009:bap012. [PMID: 20157485 PMCID: PMC2790307 DOI: 10.1093/database/bap012] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/26/2009] [Revised: 08/18/2009] [Accepted: 08/19/2009] [Indexed: 11/13/2022]
Abstract
Bacillus subtilis is the model organism for Gram-positive bacteria, with a large amount of publications on all aspects of its biology. To facilitate genome annotation and the collection of comprehensive information on B. subtilis, we created SubtiWiki as a community-oriented annotation tool for information retrieval and continuous maintenance. The wiki is focused on the needs and requirements of scientists doing experimental work. This has implications for the design of the interface and for the layout of the individual pages. The pages can be accessed primarily by the gene designations. All pages have a similar flexible structure and provide links to related gene pages in SubtiWiki or to information in the World Wide Web. Each page gives comprehensive information on the gene, the encoded protein or RNA as well as information related to the current investigation of the gene/protein. The wiki has been seeded with information from key publications and from the most relevant general and B. subtilis-specific databases. We think that SubtiWiki might serve as an example for other scientific wikis that are devoted to the genes and proteins of one organism. Database URL: The wiki can be accessed at http://subtiwiki.uni-goettingen.de/
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Affiliation(s)
- Lope A Flórez
- Department of General Microbiology, Institute for Microbiology and Genetics, Georg-August-University of Göttingen, Grisebachstr. 8, 37077 Göttingen, Germany
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23
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Serganov A, Patel DJ. Amino acid recognition and gene regulation by riboswitches. BIOCHIMICA ET BIOPHYSICA ACTA 2009; 1789:592-611. [PMID: 19619684 PMCID: PMC3744886 DOI: 10.1016/j.bbagrm.2009.07.002] [Citation(s) in RCA: 43] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/13/2009] [Revised: 07/08/2009] [Accepted: 07/09/2009] [Indexed: 01/06/2023]
Abstract
Riboswitches specifically control expression of genes predominantly involved in biosynthesis, catabolism and transport of various cellular metabolites in organisms from all three kingdoms of life. Among many classes of identified riboswitches, two riboswitches respond to amino acids lysine and glycine to date. Though these riboswitches recognize small compounds, they both belong to the largest riboswitches and have unique structural and functional characteristics. In this review, we attempt to characterize molecular recognition principles employed by amino acid-responsive riboswitches to selectively bind their cognate ligands and to effectively perform a gene regulation function. We summarize up-to-date biochemical and genetic data available for the lysine and glycine riboswitches and correlate these results with recent high-resolution structural information obtained for the lysine riboswitch. We also discuss the contribution of lysine riboswitches to antibiotic resistance and outline potential applications of riboswitches in biotechnology and medicine.
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Affiliation(s)
- Alexander Serganov
- Structural Biology Program, Memorial Sloan-Kettering Cancer Center, New York, NY 10021, USA.
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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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Roles of germination-specific lytic enzymes CwlJ and SleB in Bacillus anthracis. J Bacteriol 2009; 191:2237-47. [PMID: 19181808 DOI: 10.1128/jb.01598-08] [Citation(s) in RCA: 39] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023] Open
Abstract
The structural characteristics of a spore enable it to withstand stresses that typically kill a vegetative cell. Spores remain dormant until small molecule signals induce them to germinate into vegetative bacilli. Germination requires degradation of the thick cortical peptidoglycan by germination-specific lytic enzymes (GSLEs). Bacillus anthracis has four putative GSLEs, based upon sequence similarities with enzymes in other species: SleB, CwlJ1, CwlJ2, and SleL. In this study, the roles of SleB, CwlJ1, and CwlJ2 were examined. The expression levels of all three genes peak 3.5 h into sporulation. Genetic analysis revealed that, similar to other known GSLEs, none of these gene products are individually required for growth, sporulation, or triggering of germination. However, later germination events are affected in spores lacking CwlJ1 or SleB. Compared to the wild type, germinating spores without CwlJ1 suffer a delay in optical density loss and cortex peptidoglycan release. The absence of SleB also causes a delay in cortex fragment release. A double mutant lacking both SleB and CwlJ1 is completely blocked in cortex hydrolysis and progresses through outgrowth to produce colonies at a frequency 1,000-fold lower than that of the wild-type strain. A null mutation eliminating CwlJ2 has no effect on germination. High-performance liquid chromatography and mass spectroscopy analysis revealed that SleB is required for lytic transglycosylase activity. CwlJ1 also clearly participates in cortex hydrolysis, but its specific mode of action remains unclear. Understanding the lytic germination activities that naturally diminish spore resistance can lead to methods for prematurely inducing them, thus simplifying the process of treating contaminated sites.
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26
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Hecker M, Antelmann H, Büttner K, Bernhardt J. Gel-based proteomics of Gram-positive bacteria: A powerful tool to address physiological questions. Proteomics 2008; 8:4958-75. [DOI: 10.1002/pmic.200800278] [Citation(s) in RCA: 50] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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27
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Molecular mechanisms underlying the positive stringent response of the Bacillus subtilis ilv-leu operon, involved in the biosynthesis of branched-chain amino acids. J Bacteriol 2008; 190:6134-47. [PMID: 18641142 DOI: 10.1128/jb.00606-08] [Citation(s) in RCA: 38] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Branched-chain amino acids are the most abundant amino acids in proteins. The Bacillus subtilis ilv-leu operon is involved in the biosynthesis of branched-chain amino acids. This operon exhibits a RelA-dependent positive stringent response to amino acid starvation. We investigated this positive stringent response upon lysine starvation as well as decoyinine treatment. Deletion analysis involving various lacZ fusions revealed two molecular mechanisms underlying the positive stringent response of ilv-leu, i.e., CodY-dependent and -independent mechanisms. The former is most likely triggered by the decrease in the in vivo concentration of GTP upon lysine starvation, GTP being a corepressor of the CodY protein. So, the GTP decrease derepressed ilv-leu expression through detachment of the CodY protein from its cis elements upstream of the ilv-leu promoter. By means of base substitution and in vitro transcription analyses, the latter (CodY-independent) mechanism was found to comprise the modulation of the transcription initiation frequency, which likely depends on fluctuation of the in vivo RNA polymerase substrate concentrations after stringent treatment, and to involve at least the base species of adenine at the 5' end of the ilv-leu transcript. As discussed, this mechanism is presumably distinct from that for B. subtilis rrn operons, which involves changes in the in vivo concentration of the initiating GTP.
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28
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Josic D, Kovač S. Application of proteomics in biotechnology – Microbial proteomics. Biotechnol J 2008; 3:496-509. [DOI: 10.1002/biot.200700234] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
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29
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Abstract
The production of (p)ppGpp by Streptococcus mutans UA159 is catalyzed by three gene products: RelA, RelP, and RelQ. Here, we investigate the role of the RelA (Rel) homologue of S. mutans in the stringent response and in the global control of gene expression. RelA of S. mutans was shown to synthesize pppGpp in vitro from GTP and ATP in the absence of added ribosomes, as well as in vivo in an Escherichia coli relA-spoT mutant. Mupirocin (MUP) was shown to induce high levels of (p)ppGpp production in S. mutans in a relA-dependent manner, with a concomitant reduction in GTP pools. Transcription profiling after MUP treatment of S. mutans revealed that 104 genes were upregulated and 130 were downregulated (P < or = 0.001); mainly, genes for macromolecular biosynthesis, translation, and energy metabolism were downregulated. When a derivative of UA159 carrying a complete deletion of the relA gene was treated with MUP, 72 genes were upregulated and 52 were downregulated (P < or = 0.001). The expression of 50 genes (P < or = 0.001) was commonly affected by MUP treatment in the two strains, suggesting that S. mutans can mount a relA-independent response to MUP. Consistent with the gene expression profiling, RelA was shown to play major roles in the regulation of phenotypic traits that are required for establishment, persistence, and virulence expression by this oral pathogen. Thus, RelA is the major (p)ppGpp synthase controlling the stringent response in S. mutans, and it coordinates the expression of genes and phenotypes that contribute to the pathogenic potential of the organism.
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30
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Blouin S, Lafontaine DA. A loop loop interaction and a K-turn motif located in the lysine aptamer domain are important for the riboswitch gene regulation control. RNA (NEW YORK, N.Y.) 2007; 13:1256-67. [PMID: 17585050 PMCID: PMC1924893 DOI: 10.1261/rna.560307] [Citation(s) in RCA: 61] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/15/2023]
Abstract
The lysine riboswitch is associated to the lysC gene in Bacillus subtilis, and the binding of lysine modulates the RNA structure to allow the formation of an intrinsic terminator presumably involved in transcription attenuation. The complex secondary structure of the lysine riboswitch aptamer is organized around a five-way junction that undergoes structural changes upon ligand binding. Using single-round transcription assays, we show that a loop-loop interaction is important for lysine-induced termination of transcription. Moreover, upon close inspection of the secondary structure, we find that an unconventional kink-turn motif is present in one of the stems participating in the loop-loop interaction. We show that the K-turn adopts a pronounced kink and that it binds the K-turn-binding protein L7Ae of Archaeoglobus fulgidus in the low nanomolar range. The functional importance of this K-turn motif is revealed from single-round transcription assays, which show its importance for efficient transcription termination. This motif is essential for the loop-loop interaction, and consequently, for lysine binding. Taken together, our results depict for the first time the importance of a K-turn-dependent loop-loop interaction for the transcription regulation of a lysine riboswitch.
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Affiliation(s)
- Simon Blouin
- Département de Biologie, Faculté des Sciences, Université de Sherbrooke, Sherbrooke, Québec, Canada
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31
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Mukhopadhyay S, Good D, Miller RD, Graham JE, Mathews SA, Timms P, Summersgill JT. Identification of Chlamydia pneumoniae Proteins in the Transition from Reticulate to Elementary Body Formation. Mol Cell Proteomics 2006; 5:2311-8. [PMID: 16921167 DOI: 10.1074/mcp.m600214-mcp200] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
Chlamydia pneumoniae is an important human respiratory pathogen that is responsible for an estimated 10% of community-acquired pneumonia and 5% of bronchitis and sinusitis cases. We examined changes in global protein expression profiles associated with the redifferentiation of reticulate body (RB) to elementary body (EB) as C. pneumoniae cells progressed from 24 to 48 h postinfection in HEp2 cells. Proteins corresponding to those showing the greatest changes in abundance in the beginning of the RB to EB transition were then identified from purified EBs. Among the 300 spots recognized, 35 proteins that were expressed at sufficiently high levels were identified by mass spectrometry. We identified C. pneumoniae proteins that showed more than 2-fold increases in abundance in the early stages of RB to EB transition, including several associated with amino acid and cofactor biosynthesis (Ndk, TrxA, Adk, PyrH, and BirA), maintenance of cytoplasmic protein function (GroEL/ES, DnaK, DksA, GrpE, HtrA, ClpP, ClpB, and Map), modification of the bacterial cell surface (CrpA, OmpA, and OmcB), energy metabolism (Tal and Pyk), and the putative transcriptional regulator TctD. This study identified C. pneumoniae proteins involved in the process of redifferentiation into mature, infective EBs and indicates bacterial metabolic pathways that may be involved in this transition. The proteins involved in RB to EB transition are key to C. pneumoniae infection and are perhaps suitable targets for therapeutic intervention.
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Affiliation(s)
- Sanghamitra Mukhopadhyay
- Division of Infectious Diseases, Department of Medicine, University of Louisville, Louisville, Kentucky 40292, USA.
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32
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Giorgianni F, Cappiello A, Beranova-Giorgianni S, Palma P, Trufelli H, Desiderio DM. LC-MS/MS analysis of peptides with methanol as organic modifier: improved limits of detection. Anal Chem 2006; 76:7028-38. [PMID: 15571356 DOI: 10.1021/ac0493368] [Citation(s) in RCA: 42] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
With the advent of soft ionization methods such as MALDI and ESI, mass spectrometry has become the most important technique for the analysis of proteins and peptides. ESI-MS is often preceded by separation of the peptide sample by reversed-phase liquid chromatography (LC). Acetonitrile (ACN) is the most commonly employed organic solvent in LC-ESI-MS analysis of peptides. In this report, we demonstrate that the use of methanol (MeOH) as the organic modifier improves the detection limits for analysis of peptide mixtures such as those found in tryptic digests of proteins. A nanoLC-ESI-quadrupole ion trap instrument (LCQ Deca, ThermoFinnigan) was used to analyze peptide standards, protein digests of known concentrations, and tryptic digests of 2-DGE-separated proteins. MeOH displayed excellent chromatographic performance (separation and sensitivity), and shorter gradient times were possible for chromatographic separation with MeOH versus ACN. Sensitivity levels of a few hundred attomoles were achieved with MeOH; those levels could not be achieved with ACN. In addition, MeOH-based nanoLC-MS/MS yielded superior results for the analysis of digests of 2-DGE-separated proteins. For the 14 protein spots analyzed, the success rate of protein identification with MeOH-based nanoLC-ESI-MS/MS was 100%, with multiple proteins identified in several of the spots. In contrast, ACN-based procedure failed to identify any proteins in 21% of the spots and overall identified 33% fewer proteins than the MeOH-based procedure. In summary, higher sensitivity and shorter gradient times make MeOH an excellent organic modifier for the use in nanoLC-ESI-MS/MS analysis of peptides.
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Affiliation(s)
- Francesco Giorgianni
- The Charles B. Stout Neuroscience Mass Spectrometry Laboratory and the Department of Neurology, University of Tennessee Health Science Center, Memphis, Tennessee 38163, USA.
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33
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Baev MV, Baev D, Radek AJ, Campbell JW. Growth of Escherichia coli MG1655 on LB medium: monitoring utilization of sugars, alcohols, and organic acids with transcriptional microarrays. Appl Microbiol Biotechnol 2006; 71:310-6. [PMID: 16628448 DOI: 10.1007/s00253-006-0317-6] [Citation(s) in RCA: 60] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2005] [Revised: 12/25/2005] [Accepted: 01/01/2006] [Indexed: 11/30/2022]
Abstract
Microorganisms respond to environmental changes by reprogramming their metabolism primarily through altered patterns of gene expression. DNA microarrays provide a tool for exploiting microorganisms as living sensors of their environment. The potential of DNA microarrays to reflect availability of nutrient components during fermentations on complex media was examined by monitoring global gene expression throughout batch cultivation of Escherichia coli MG1655 on Luria-Bertani (LB) medium. Gene expression profiles group into pathways that clearly demonstrate the metabolic changes occurring in the course of fermentation. Functional analysis of the gene expression related to metabolism of sugars, alcohols, and organic acids revealed that E. coli growing on LB medium switches from a sequential mode of substrate utilization to the simultaneous one in the course of the growth. Maltose and maltodextrins are the first of these substrates to support growth. Utilization of these nutrients associated with the highest growth rate of the culture was followed by simultaneous induction of enzymes involved in assimilation of a large group of other carbon sources including D-mannose, melibiose, D-galactose, L-fucose, L-rhamnose, D-mannitol, amino sugars, trehalose, L-arabinose, glycerol, and lactate. Availability of these nutrients to the cells was monitored by induction of corresponding transport and/or catabolic systems specific for each of the compounds.
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Affiliation(s)
- Mark V Baev
- Integrated Genomics, Inc., Chicago, IL 60612, USA.
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Park SJ, Lee SY, Cho J, Kim TY, Lee JW, Park JH, Han MJ. Global physiological understanding and metabolic engineering of microorganisms based on omics studies. Appl Microbiol Biotechnol 2005; 68:567-79. [PMID: 16041571 DOI: 10.1007/s00253-005-0081-z] [Citation(s) in RCA: 41] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2005] [Revised: 06/23/2005] [Accepted: 06/24/2005] [Indexed: 10/25/2022]
Abstract
Through metabolic engineering, scientists seek to modify the metabolic pathways of living organisms to facilitate optimized, efficient production of target biomolecules. During the past decade, we have seen notable improvements in biotechnology, many of which have been based on metabolically engineered microorganisms. Recent developments in the fields of functional genomics, transcriptomics, proteomics, and metabolomics have changed metabolic engineering strategies from the local pathway level to the whole system level. This article focuses on recent advances in the field of metabolic engineering, which have been powered by the combined approaches of the various "omics" that allow us to understand the microbial metabolism at a global scale and to develop more effectively redesigned metabolic pathways for the enhanced production of target bioproducts.
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Affiliation(s)
- S J Park
- Corporate R&D, LG Chem, Ltd./Research Park, Yuseong-gu, Daejeon, Republic of Korea.
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35
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Sriramulu DD, Nimtz M, Romling U. Proteome analysis reveals adaptation ofPseudomonas aeruginosa to the cystic fibrosis lung environment. Proteomics 2005; 5:3712-21. [PMID: 16097035 DOI: 10.1002/pmic.200401227] [Citation(s) in RCA: 47] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
Pseudomonas aeruginosa is known for the chronic lung colonization of cystic fibrosis (CF) patients in addition to eye, ear and urinary tract infections. With the underlying disease CF patients are predisposed to P. aeruginosa chronic lung infection, which leads to morbidity and mortality. In this study, we compared the protein expression profile of a CF lung-adapted P. aeruginosa strain C with that of the burn-wound isolate PAO. Differentially expressed proteins from the whole-cell, membrane, periplasmic as well as extracellular fraction were identified. The whole-cell proteome of strain C showed down-regulation of several proteins involved in amino acid metabolism, fatty acid metabolism, energy metabolism and adaptation leading to a highly distinct proteome pattern for strain C in comparison to PAO. Analysis of secreted proteins by strain C compared to PAO revealed differential expression of virulence factors under non-inducing conditions. The membrane proteome of strain C showed modulation of the expression of porins involved in nutrient and antibiotic influx. The proteome of the periplasmic space of strain C showed retention of elastase despite that the equal amounts were secreted by strain C and PAO. Altogether, our results elucidate adaptive strategies of P. aeruginosa towards the nutrient-rich CF lung habitat during the course of chronic colonization.
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Tojo S, Satomura T, Morisaki K, Deutscher J, Hirooka K, Fujita Y. Elaborate transcription regulation of the Bacillus subtilis ilv-leu operon involved in the biosynthesis of branched-chain amino acids through global regulators of CcpA, CodY and TnrA. Mol Microbiol 2005; 56:1560-73. [PMID: 15916606 DOI: 10.1111/j.1365-2958.2005.04635.x] [Citation(s) in RCA: 86] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
The Bacillus subtilis ilv-leu operon involved in the biosynthesis of branched-chain amino acids is under negative regulation mediated by TnrA and CodY, which recognize and bind to their respective cis-elements located upstream of the ilv-leu promoter. This operon is known to be under CcpA-dependent positive regulation. We have currently identified a catabolite-responsive element (cre) for this positive regulation (bases -96 to -82; +1 is the ilv-leu transcription initiation base) by means of DNase I-footprinting in vitro, and deletion and base-substitution analyses of cre. Under nitrogen-rich growth conditions in glucose-minimal medium supplemented with glutamine and amino acids, CcpA and CodY exerted positive and negative regulation of ilv-leu, respectively, but TnrA did not function. Moreover, CcpA and CodY were able to function without their counteracting regulation of each other, although the CcpA-dependent positive regulation did not overcome the CodY-dependent negative regulation. Furthermore, under nitrogen-limited conditions in glucose-minimal medium with glutamate as the sole nitrogen source, CcpA and TnrA exerted positive and negative regulation, respectively, but CodY did not function. This CcpA-dependent positive regulation occurred without the TnrA-dependent negative regulation. However, the TnrA-dependent negative regulation did not occur without the CcpA-dependent positive regulation, raising the possibility that this negative regulation might decrease the CcpA-dependent positive regulation. The physiological role of this elaborate transcription regulation of the B. subtilis ilv-leu operon in overall metabolic regulation in this organism is discussed.
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Affiliation(s)
- Shigeo Tojo
- Department of Biotechnology, Faculty of Life Science and Biotechnology, Fukuyama University, 985 Sanzo, Higashimura-cho, Fukuyama-shi, Hiroshima 729-0292, Japan
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37
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Völker U, Hecker M. From genomics via proteomics to cellular physiology of the Gram-positive model organism Bacillus subtilis. Cell Microbiol 2005; 7:1077-85. [PMID: 16008575 DOI: 10.1111/j.1462-5822.2005.00555.x] [Citation(s) in RCA: 41] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Complementing proteomic technologies enable an unbiased view of cellular adaptation and thus may provide a new understanding of cellular physiology, particularly for microorganisms because a major fraction of their proteome is accessible to currently available technology. In combination with transcriptional profiling expression proteomics provides access to interesting candidate genes and proteins that will then need to be validated and supplemented by traditional physiological, biochemical and genetic approaches. After a description of the current status of the technology, we display the potential of microbial proteomics using the model organism Bacillus subtilis as example. Starting from a proteome map a proteomic view of the metabolism will be provided. Furthermore, we demonstrate that proteomics complemented by transcriptomics is also useful for the study of stress and starvation responses and that integration of these data will lead to a comprehensive understanding of the adaptational network of bacterial cells. Thus, B. subtilis constitutes a highly versatile and tractable model organism for the study of generic stress responses and the expertise that has been gained can easily be transferred to the study of the cellular physiology of related Gram-positive pathogens and their pathophysiology.
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Affiliation(s)
- Uwe Völker
- Laboratory for Functional Genomics, Medical School Ernst-Moritz-Arndt-University, D-17489 Greifswald, Germany.
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Bunai K, Yamane K. Effectiveness and limitation of two-dimensional gel electrophoresis in bacterial membrane protein proteomics and perspectives. J Chromatogr B Analyt Technol Biomed Life Sci 2005; 815:227-36. [PMID: 15652812 DOI: 10.1016/j.jchromb.2004.08.030] [Citation(s) in RCA: 78] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2004] [Accepted: 08/06/2004] [Indexed: 11/29/2022]
Abstract
Two-dimensional polyacrylamide gel electrophoresis (2D-PAGE) using isoelectric focusing and SDS-PAGE in the first and second dimensions, respectively, is an established means of simultaneously separating over 1000 proteins and two new types have recently been developed. These procedures have significant shortcomings such as low load ability and poor separation of hydrophobic, acidic and alkaline proteins. We therefore modified the protocols to analyze the Bacillus subtilis membrane proteome. The 2D-PAGE techniques effectively separated membrane proteins having one and two transmembrane segments but not those with more than four. Compared with new LC/MS/MS procedures that are independent of electrophoretic separation, 2D-PAGE can globally analyze and quantify proteins at various stages of the cell cycle when labeled with isotopes such as 35S-methionine or the stable isotope, 15N.
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Affiliation(s)
- Keigo Bunai
- Cellular Dynamics Laboratory, Discovery Research Institute, RIKEN, 2-1 Hirosawa, Wako, Saitama 351-0198, Japan
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Silberbach M, Schäfer M, Hüser AT, Kalinowski J, Pühler A, Krämer R, Burkovski A. Adaptation of Corynebacterium glutamicum to ammonium limitation: a global analysis using transcriptome and proteome techniques. Appl Environ Microbiol 2005; 71:2391-402. [PMID: 15870326 PMCID: PMC1087573 DOI: 10.1128/aem.71.5.2391-2402.2005] [Citation(s) in RCA: 57] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2004] [Accepted: 12/01/2004] [Indexed: 11/20/2022] Open
Abstract
Theresponse of Corynebacterium glutamicum to ammonium limitation was studied by transcriptional and proteome profiling of cells grown in a chemostat. Our results show that ammonium-limited growth of C. glutamicum results in a rearrangement of the cellular transport capacity, changes in metabolic pathways for nitrogen assimilation, amino acid biosynthesis, and carbon metabolism, as well as a decreased cell division. Since transcription at different growth rates was studied, it was possible to distinguish specific responses to ammonium limitation and more general, growth rate-dependent alterations in gene expression. The latter include a number of genes encoding ribosomal proteins and genes for F(o)F(1)-ATP synthase subunits.
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Affiliation(s)
- Maike Silberbach
- Institut für Biochemie, Universität zu Köln, Zülpicher Strasse 47, D-50674 Köln, Germany
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40
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Scherl A, François P, Bento M, Deshusses JM, Charbonnier Y, Converset V, Huyghe A, Walter N, Hoogland C, Appel RD, Sanchez JC, Zimmermann-Ivol CG, Corthals GL, Hochstrasser DF, Schrenzel J. Correlation of proteomic and transcriptomic profiles of Staphylococcus aureus during the post-exponential phase of growth. METHODS IN MICROBIOLOGY 2005; 60:247-57. [PMID: 15590099 DOI: 10.1016/j.mimet.2004.09.017] [Citation(s) in RCA: 46] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/20/2004] [Revised: 09/17/2004] [Accepted: 09/30/2004] [Indexed: 11/25/2022]
Abstract
A combined proteomic and transcriptomic analysis of Staphylococcus aureus strain N315 was performed to study a sequenced strain at the system level. Total protein and membrane protein extracts were prepared and analyzed using various proteomic workflows including: 2-DE, SDS-PAGE combined with microcapillary LC-MALDI-MS/MS, and multidimensional liquid chromatography. The presence of a protein was then correlated with its respective transcript level from S. aureus cells grown under the same conditions. Gene-expression data revealed that 97% of the 2'596 ORFs were detected during the post-exponential phase. At the protein level, 23% of these ORFs (591 proteins) were identified. Correlation of the two datasets revealed that 42% of the identified proteins (248 proteins) were amongst the top 25% of genes with highest mRNA signal intensities, and 69% of the identified proteins (406 proteins) were amongst the top 50% with the highest mRNA signal intensities. The fact that the remaining 31% of proteins were not strongly expressed at the RNA level indicates either that some low-abundance proteins were identified or that some transcripts or proteins showed extended half-lives. The most abundant classes identified with the combined proteomic and transcriptomic approach involved energy production, translational activities and nucleotide transport, reflecting an active metabolism. The simultaneous large-scale analysis of transcriptomes and proteomes enables a global and holistic view of the S. aureus biology, allowing the parallel study of multiple active events in an organism.
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MESH Headings
- Bacterial Proteins/biosynthesis
- Bacterial Proteins/genetics
- Bacterial Proteins/isolation & purification
- Chromatography, Liquid
- Computational Biology
- Electrophoresis, Gel, Two-Dimensional
- Electrophoresis, Polyacrylamide Gel
- Gene Expression Regulation, Developmental
- Nucleic Acid Hybridization
- Oligonucleotide Array Sequence Analysis
- Proteomics/methods
- RNA, Messenger/genetics
- RNA, Messenger/isolation & purification
- Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization
- Staphylococcus aureus/genetics
- Staphylococcus aureus/growth & development
- Staphylococcus aureus/metabolism
- Transcription, Genetic/genetics
- Transcription, Genetic/physiology
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Affiliation(s)
- Alexander Scherl
- Biomedical Proteomics Research Group, Geneva University Hospitals, Geneva, Switzerland
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41
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Tojo S, Satomura T, Morisaki K, Yoshida KI, Hirooka K, Fujita Y. Negative transcriptional regulation of the ilv-leu operon for biosynthesis of branched-chain amino acids through the Bacillus subtilis global regulator TnrA. J Bacteriol 2004; 186:7971-9. [PMID: 15547269 PMCID: PMC529080 DOI: 10.1128/jb.186.23.7971-7979.2004] [Citation(s) in RCA: 30] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2023] Open
Abstract
The Bacillus subtilis ilv-leu operon is involved in the synthesis of branched-chain amino acids (valine, isoleucine, and leucine). The two- to threefold repression of expression of the ilv-leu operon during logarithmic-phase growth under nitrogen-limited conditions, which was originally detected by a DNA microarray analysis to compare the transcriptomes from the wild-type and tnrA mutant strains, was confirmed by lacZ fusion and Northern experiments. A genome-wide TnrA box search revealed a candidate box approximately 200 bp upstream of the transcription initiation base of the ilv-leu operon, the TnrA binding to which was verified by gel retardation and DNase I footprinting analyses. Deletion and base substitution of the TnrA box sequence affected the ilv-leu promoter activity in vivo, implying that TnrA bound to the box might be able to inhibit the promoter activity, possibly through DNA bending. The negative control of the expression of the ilv-leu operon by TnrA, which is considered to represent rather fine-tuning (two- to threefold), is a novel regulatory link between nitrogen and amino acid metabolism.
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Affiliation(s)
- Shigeo Tojo
- Department of Biotechnology, Faculty of Life Science and Technology, Fukuyama University, Fukuyama, Japan
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42
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Hecker M, Völker U. Towards a comprehensive understanding ofBacillus subtiliscell physiology by physiological proteomics. Proteomics 2004; 4:3727-50. [PMID: 15540212 DOI: 10.1002/pmic.200401017] [Citation(s) in RCA: 80] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Using Bacillus subtilis as a model system for functional genomics, this review will provide insights how proteomics can be used to bring the virtual life of genes to the real life of proteins. Physiological proteomics will generate a new and broad understanding of cellular physiology because the majority of proteins synthesized in the cell can be visualized. From a physiological point of view two major proteome fractions can be distinguished: proteomes of growing cells and proteomes of nongrowing cells. In the main analytical window almost 50% of the vegetative proteome expressed in growing cells of B. subtilis were identified. This proteomic view of growing cells can be employed for analyzing the regulation of entire metabolic pathways and thus opens the chance for a comprehensive understanding of metabolism and growth processes of bacteria. Proteomics, on the other hand, is also a useful tool for analyzing the adaptational network of nongrowing cells that consists of several partially overlapping regulation groups induced by stress/starvation stimuli. Furthermore, proteomic signatures for environmental stimuli can not only be applied to predict the physiological state of cells, but also offer various industrial applications from fermentation monitoring up to the analysis of the mode of action of drugs. Even if DNA array technologies currently provide a better overview of the gene expression profile than proteome approaches, the latter address biological problems in which they can not be replaced by mRNA profiling procedures. This proteomics of the second generation is a powerful tool for analyzing global control of protein stability, the protein interaction network, protein secretion or post-translational modifications of proteins on the way towards the elucidation of the mystery of life.
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Affiliation(s)
- Michael Hecker
- Institute for Microbiology, Erst-Moritz-Arndt-University, Greifswald, Germany.
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43
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Mäder U, Hennig S, Hecker M, Homuth G. Transcriptional organization and posttranscriptional regulation of the Bacillus subtilis branched-chain amino acid biosynthesis genes. J Bacteriol 2004; 186:2240-52. [PMID: 15060025 PMCID: PMC412147 DOI: 10.1128/jb.186.8.2240-2252.2004] [Citation(s) in RCA: 55] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
In Bacillus subtilis, the genes of the branched-chain amino acids biosynthetic pathway are organized in three genetic loci: the ilvBHC-leuABCD (ilv-leu) operon, ilvA, and ilvD. These genes, as well as ybgE, encoding a branched-chain amino acid aminotransferase, were recently demonstrated to represent direct targets of the global transcriptional regulator CodY. In the present study, the transcriptional organization and posttranscriptional regulation of these genes were analyzed. Whereas ybgE and ilvD are transcribed monocistronically, the ilvA gene forms a bicistronic operon with the downstream located ypmP gene, encoding a protein of unknown function. The ypmP gene is also directly preceded by a promoter sharing the regulatory pattern of the ilvA promoter. The ilv-leu operon revealed complex posttranscriptional regulation: three mRNA species of 8.5, 5.8, and 1.2 kb were detected. Among them, the 8.5-kb full-length primary transcript exhibits the shortest half-life (1.2 min). Endoribonucleolytic cleavage of this transcript generates the 5.8-kb mRNA, which lacks the coding sequences of the first two genes of the operon and is predicted to carry a stem-loop structure at its 5' end. This processing product has a significantly longer half-life (3 min) than the full-length precursor. The most stable transcript (half-life, 7.6 min) is the 1.2-kb mRNA generated by the processing event and exonucleolytic degradation of the large transcripts or partial transcriptional termination. This mRNA, which encompasses exclusively the ilvC coding sequence, is predicted to carry a further stable stem-loop structure at its 3' end. The very different steady-state amounts of mRNA resulting from their different stabilities are also reflected at the protein level: proteome studies revealed that the cellular amount of IlvC protein is 10-fold greater than that of the other proteins encoded by the ilv-leu operon. Therefore, differential segmental stability resulting from mRNA processing ensures the fine-tuning of the expression of the individual genes of the operon.
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MESH Headings
- Amino Acid Sequence
- Amino Acids, Branched-Chain/biosynthesis
- Amino Acids, Branched-Chain/genetics
- Bacillus subtilis/genetics
- Bacillus subtilis/metabolism
- Bacterial Proteins/analysis
- Base Sequence
- Blotting, Northern
- Electrophoresis, Gel, Two-Dimensional
- Gene Expression Regulation, Bacterial
- Molecular Sequence Data
- Nucleic Acid Conformation
- Operon
- Protein Biosynthesis
- Protein Processing, Post-Translational
- Proteome/analysis
- RNA, Bacterial/analysis
- RNA, Messenger/analysis
- Transcription, Genetic
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Affiliation(s)
- Ulrike Mäder
- Institut für Mikrobiologie und Molekularbiologie, Ernst-Moritz-Arndt-Universität Greifswald, D-17487 Greifswald, Germany
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44
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Sudarsan N, Wickiser JK, Nakamura S, Ebert MS, Breaker RR. An mRNA structure in bacteria that controls gene expression by binding lysine. Genes Dev 2003; 17:2688-97. [PMID: 14597663 PMCID: PMC280618 DOI: 10.1101/gad.1140003] [Citation(s) in RCA: 265] [Impact Index Per Article: 12.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
Riboswitches are metabolite-responsive genetic control elements that reside in the untranslated regions (UTRs) of certain messenger RNAs. Herein, we report that the 5'-UTR of the lysC gene of Bacillus subtilis carries a conserved RNA element that serves as a lysine-responsive riboswitch. The ligand-binding domain of the riboswitch binds to L-lysine with an apparent dissociation constant (KD) of approximately 1 micro M, and exhibits a high level of molecular discrimination against closely related analogs, including D-lysine and ornithine. Furthermore, we provide evidence that this widespread class of riboswitches serves as a target for the antimetabolite S-(2-aminoethyl)-L-cysteine (AEC). These findings add support to the hypotheses that direct sensing of metabolites by messenger RNAs is a fundamental form of genetic control and that riboswitches represent a new class of antimicrobial drug targets.
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Affiliation(s)
- Narasimhan Sudarsan
- Department of Molecular, Cellular and Developmental Biology, Yale University, New Haven, Connecticut 06520-8103, USA
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45
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McRedmond JP, Park SD, Reilly DF, Coppinger JA, Maguire PB, Shields DC, Fitzgerald DJ. Integration of proteomics and genomics in platelets: a profile of platelet proteins and platelet-specific genes. Mol Cell Proteomics 2003; 3:133-44. [PMID: 14645502 DOI: 10.1074/mcp.m300063-mcp200] [Citation(s) in RCA: 236] [Impact Index Per Article: 11.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
Platelets, while anucleate, contain RNA, some of which is translated into protein upon activation. Hypothesising that the platelet proteome is reflected in the transcriptome, we identified 82 proteins secreted from activated platelets and compared these, as well as published proteomic data, to the transcriptional profile. We also compared the transcriptome of platelets to other tissues to identify platelet-specific genes and used ontology to determine gene categories over-represented in platelets. RNA was isolated from highly pure platelet preparations for hybridization to Affymetrix oligonucleotide arrays. We identified 2,928 distinct messages as being present in platelets. The platelet transcriptome was compared with the proteome by relating both to UniGene clusters. Platelet proteomic data correlated well with the transcriptome, with 69% of secreted proteins detectable at the mRNA level, and similar concordance was obtained using two published datasets. While many of the most abundant mRNAs are for known platelet proteins, messages were detected for proteins not previously reported in platelets. Some of these may represent residual megakaryocyte messages; however, proteomic analysis confirmed the expression of many previously unreported genes in platelets. Transcripts for well-described platelet proteins are among the most platelet-specific messages. Ontological categories related to signal transduction, receptors, ion channels, and membranes are over-represented in platelets, while categories involved in protein synthesis are depleted. Despite the absence of gene transcription, the platelet proteome is mirrored in the transcriptome. Conversely, transcriptional analysis predicts the presence of novel proteins in the platelet. Transcriptional analysis is relevant to platelet biology, providing insights into platelet function and the mechanisms of platelet disorders.
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Affiliation(s)
- J P McRedmond
- Proteomics and Bioinformatics Cores, Department of Clinical Pharmacology, Royal College of Surgeons in Ireland, Dublin 2, Ireland
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46
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Hecker M. A proteomic view of cell physiology of Bacillus subtilis--bringing the genome sequence to life. ADVANCES IN BIOCHEMICAL ENGINEERING/BIOTECHNOLOGY 2003; 83:57-92. [PMID: 12934926 DOI: 10.1007/3-540-36459-5_3] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/19/2023]
Abstract
The genome sequence is the "blue-print of life", and the proteomic approach brings this genome sequence to life. Simple model systems are urgently required to "train" this transformation of the genome sequence into life: why not Bacillus subtilis, the model organism for gram-positive bacteria and of functional genomics? By combination of the highly sensitive 2D protein gel electrophoresis with the identification of the protein spots by microsequencing or mass spectrometry we established a 2D protein index of Bacillus subtilis. In order to depict the entire proteome of a B. subtilis cell, alkaline, cell-wall associated, or extracellular proteins were also included. The proteins of this database (see http://microbio2.biologie.uni-greifswald.de:8880/sub2d.htm) were allocated to proteins with house-keeping functions typical of growing cells and to proteins synthesized particularly in non-growing cells. A computer-aided evaluation of the 2D gels loaded with radioactively-labeled proteins from growing or stressed/starved cells proved to be a powerful tool for the analysis of global regulation of the expression of the entire genome. This is shown for the analysis of glycolysis/TCA cycle (house keeping proteins) and for the analysis of the heat stress stimulon. For the heat stress stimulon it is demonstrated how the proteomic approach can be used: (i) to define the structure of a stimulon, (ii) to dissect stimulons into regulons, (iii) to analyze the regulation, structure, and function of unknown regulons, (iv) to define overlapping reguIons or modulons, and finally (v) to explore complex adaptational networks. Furthermore, it will be demonstrated how the "dual channel pattern comparison" or "proteomics signature" (R. VanBogelen) can be used for a comprehensive understanding or prediction of the physiological state of growing or starving cell populations. This is shown for glucose-starved cells. In order to describe the structure and function of gene regulation groups it is generally recommended to complement the proteomics approach with DNA array technologies. Further studies will focus on the analysis of the global regulation of gene expression by the proteomic approach that cannot be addressed by the application of DNA array techniques: the phosphoproteome and its implications in signal transduction; the global control of protein stability; protein targeting and protein secretion.
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Affiliation(s)
- Michael Hecker
- Ernst-Moritz-Arndt-Universität Greifswald, Institut für Mikrobiologie, F.-L.-Jahn-Strasse 15, 17487 Greifswald, Germany.
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47
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Reid G, Sanders ME, Gaskins HR, Gibson GR, Mercenier A, Rastall R, Roberfroid M, Rowland I, Cherbut C, Klaenhammer TR. New scientific paradigms for probiotics and prebiotics. J Clin Gastroenterol 2003; 37:105-18. [PMID: 12869879 DOI: 10.1097/00004836-200308000-00004] [Citation(s) in RCA: 328] [Impact Index Per Article: 15.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
The inaugural meeting of the International Scientific Association for Probiotics and Prebiotics (ISAPP) was held May 3 to May 5 2002 in London, Ontario, Canada. A group of 63 academic and industrial scientists from around the world convened to discuss current issues in the science of probiotics and prebiotics. ISAPP is a non-profit organization comprised of international scientists whose intent is to strongly support and improve the levels of scientific integrity and due diligence associated with the study, use, and application of probiotics and prebiotics. In addition, ISAPP values its role in facilitating communication with the public and healthcare providers and among scientists in related fields on all topics pertinent to probiotics and prebiotics. It is anticipated that such efforts will lead to development of approaches and products that are optimally designed for the improvement of human and animal health and well being. This article is a summary of the discussions, conclusions, and recommendations made by 8 working groups convened during the first ISAPP workshop focusing on the topics of: definitions, intestinal flora, extra-intestinal sites, immune function, intestinal disease, cancer, genetics and genomics, and second generation prebiotics.
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Affiliation(s)
- Gregor Reid
- Canadian Research and Development Centre for Probiotics, Lawson Health Research Institute, 268 Grosvenor Street, London, Ontario, N6A 4V2, Canada.
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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: 11.0] [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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Current Awareness on Comparative and Functional Genomics. Comp Funct Genomics 2003. [PMCID: PMC2447381 DOI: 10.1002/cfg.226] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022] Open
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