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López-López N, Gil-Campillo C, Díez-Martínez R, Garmendia J. Learning from -omics strategies applied to uncover Haemophilus influenzae host-pathogen interactions: Current status and perspectives. Comput Struct Biotechnol J 2021; 19:3042-3050. [PMID: 34136102 PMCID: PMC8178019 DOI: 10.1016/j.csbj.2021.05.026] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2021] [Revised: 05/11/2021] [Accepted: 05/11/2021] [Indexed: 11/15/2022] Open
Abstract
Haemophilus influenzae has contributed to key bacterial genome sequencing hallmarks, as being not only the first bacterium to be genome-sequenced, but also starring the first genome-wide analysis of chromosomes directly transformed with DNA from a divergent genotype, and pioneering Tn-seq methodologies. Over the years, the phenomenal and constantly evolving development of -omic technologies applied to a whole range of biological questions of clinical relevance in the H. influenzae-host interplay, has greatly moved forward our understanding of this human-adapted pathogen, responsible for multiple acute and chronic infections of the respiratory tract. In this way, essential genes, virulence factors, pathoadaptive traits, and multi-layer gene expression regulatory networks with both genomic and epigenomic complexity levels are being elucidated. Likewise, the unstoppable increasing whole genome sequencing information underpinning H. influenzae great genomic plasticity, mainly when referring to non-capsulated strains, poses major challenges to understand the genomic basis of clinically relevant phenotypes and even more, to clearly highlight potential targets of clinical interest for diagnostic, therapeutic or vaccine development. We review here how genomic, transcriptomic, proteomic and metabolomic-based approaches are great contributors to our current understanding of the interactions between H. influenzae and the human airways, and point possible strategies to maximize their usefulness in the context of biomedical research and clinical needs on this human-adapted bacterial pathogen.
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Affiliation(s)
- Nahikari López-López
- Instituto de Agrobiotecnología, Consejo Superior de Investigaciones Científicas (IdAB-CSIC)-Gobierno de Navarra, Mutilva, Spain
| | - Celia Gil-Campillo
- Instituto de Agrobiotecnología, Consejo Superior de Investigaciones Científicas (IdAB-CSIC)-Gobierno de Navarra, Mutilva, Spain
| | | | - Junkal Garmendia
- Instituto de Agrobiotecnología, Consejo Superior de Investigaciones Científicas (IdAB-CSIC)-Gobierno de Navarra, Mutilva, Spain.,Centro de Investigación Biomédica en Red de Enfermedades Respiratorias (CIBERES), Madrid, Spain
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2
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Warrier I, Ram-Mohan N, Zhu Z, Hazery A, Echlin H, Rosch J, Meyer MM, van Opijnen T. The Transcriptional landscape of Streptococcus pneumoniae TIGR4 reveals a complex operon architecture and abundant riboregulation critical for growth and virulence. PLoS Pathog 2018; 14:e1007461. [PMID: 30517198 PMCID: PMC6296669 DOI: 10.1371/journal.ppat.1007461] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2018] [Revised: 12/17/2018] [Accepted: 11/07/2018] [Indexed: 11/21/2022] Open
Abstract
Efficient and highly organized regulation of transcription is fundamental to an organism’s ability to survive, proliferate, and quickly respond to its environment. Therefore, precise mapping of transcriptional units and understanding their regulation is crucial to determining how pathogenic bacteria cause disease and how they may be inhibited. In this study, we map the transcriptional landscape of the bacterial pathogen Streptococcus pneumoniae TIGR4 by applying a combination of high-throughput RNA-sequencing techniques. We successfully map 1864 high confidence transcription termination sites (TTSs), 790 high confidence transcription start sites (TSSs) (742 primary, and 48 secondary), and 1360 low confidence TSSs (74 secondary and 1286 primary) to yield a total of 2150 TSSs. Furthermore, our study reveals a complex transcriptome wherein environment-respondent alternate transcriptional units are observed within operons stemming from internal TSSs and TTSs. Additionally, we identify many putative cis-regulatory RNA elements and riboswitches within 5’-untranslated regions (5’-UTR). By integrating TSSs and TTSs with independently collected RNA-Seq datasets from a variety of conditions, we establish the response of these regulators to changes in growth conditions and validate several of them. Furthermore, to demonstrate the importance of ribo-regulation by 5’-UTR elements for in vivo virulence, we show that the pyrR regulatory element is essential for survival, successful colonization and infection in mice suggesting that such RNA elements are potential drug targets. Importantly, we show that our approach of combining high-throughput sequencing with in vivo experiments can reconstruct a global understanding of regulation, but also pave the way for discovery of compounds that target (ribo-)regulators to mitigate virulence and antibiotic resistance. The canonical relationship between a bacterial operon and the mRNA transcript produced from the operon has become significantly more complex as numerous regulatory mechanisms that impact the stability, translational efficiency, and early termination rates for mRNA transcripts have been described. With the rise of antibiotic resistance, these mechanisms offer new potential targets for antibiotic development. In this study we used a combination of high-throughput sequencing technologies to assess genome-wide transcription start and stop sites, as well as determine condition specific global transcription patterns in the human pathogen Streptococcus pneumoniae. We find that the majority of multi-gene operons have alternative start and stop sites enabling condition specific regulation of genes within the same operon. Furthermore, we identified many putative RNA regulators that are widespread in the S. pneumoniae pan-genome. Finally, we show that separately collected RNA-Seq data enables identification of conditional triggers for regulatory RNAs, and experimentally demonstrate that our approach may be used to identify drug-able RNA targets by establishing that pyrR RNA functionality is critical for successful S. pneumoniae mouse colonization and infection. Thus, our study not only uses genome-wide high-throughput approaches to identify putative RNA regulators, but also establishes the importance of such regulators in S. pneumoniae virulence.
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Affiliation(s)
- Indu Warrier
- Biology Department, Boston College, Chestnut Hill, Massachusetts, United States of America
| | - Nikhil Ram-Mohan
- Biology Department, Boston College, Chestnut Hill, Massachusetts, United States of America
| | - Zeyu Zhu
- Biology Department, Boston College, Chestnut Hill, Massachusetts, United States of America
| | - Ariana Hazery
- Biology Department, Boston College, Chestnut Hill, Massachusetts, United States of America
| | - Haley Echlin
- Department of Infectious Diseases, St Jude Children’s Research Hospital, Memphis, Tennessee, United States of America
| | - Jason Rosch
- Department of Infectious Diseases, St Jude Children’s Research Hospital, Memphis, Tennessee, United States of America
| | - Michelle M. Meyer
- Biology Department, Boston College, Chestnut Hill, Massachusetts, United States of America
- * E-mail: (MMM); (TvO)
| | - Tim van Opijnen
- Biology Department, Boston College, Chestnut Hill, Massachusetts, United States of America
- * E-mail: (MMM); (TvO)
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Yamamoto K. The hierarchic network of metal-response transcription factors in Escherichia coli. Biosci Biotechnol Biochem 2014; 78:737-47. [PMID: 25035972 DOI: 10.1080/09168451.2014.915731] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Abstract
Enterobacteria such as Escherichia coli are able to survive under various environments within host animals by changes of the expression pattern of its genome. The selective expression of genes in its genome takes place by controlling the promoter recognition properties of RNA polymerase by protein-protein interplays with transcription factors. In this review, I describe the regulatory network formed by the metal-sensing transcription factors in E. coli. Comprehensive analyses identify the set of regulation targets for a total of 13 metal-response transcription factors, indicating that nine species of transcription factors are local regulators while four species of transcription factors are global regulators. The signal transduction pathways for these metal-response regulons show not only the complex cross-talks but also the hierarchic multi-regulatory network. This regulatory network seems to play a role for E. coli survival to colonize in a large intestine within host animals.
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Affiliation(s)
- Kaneyoshi Yamamoto
- a Department of Frontier Bioscience and Micro-Nano Technology Research Center , Hosei University , Koganei, Tokyo , Japan
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4
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Booth JA, Thomassen GOS, Rowe AD, Weel-Sneve R, Lagesen K, Kristiansen KI, Bjørås M, Rognes T, Lindvall JM. Tiling array study of MNNG treated Escherichia coli reveals a widespread transcriptional response. Sci Rep 2013; 3:3053. [PMID: 24157950 PMCID: PMC6505713 DOI: 10.1038/srep03053] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2013] [Accepted: 10/11/2013] [Indexed: 11/25/2022] Open
Abstract
The alkylating agent N-methyl-N'-nitro-N-nitrosoguanidine (MNNG) is known to trigger the adaptive response by inducing the ada-regulon – consisting of three DNA repair enzymes Ada, AlkB, AlkA and the enigmatic AidB. We have applied custom designed tiling arrays to study transcriptional changes in Escherichia coli following a MNNG challenge. Along with the expected upregulation of the adaptive response genes (ada, alkA and alkB), we identified a number of differentially expressed transcripts, both novel and annotated. This indicates a wider regulatory response than previously documented. There were 250 differentially-expressed and 2275 similarly-expressed unannotated transcripts. We found novel upregulation of several stress-induced transcripts, including the SOS inducible genes recN and tisAB, indicating a novel role for these genes in alkylation repair. Furthermore, the ada-regulon A and B boxes were found to be insufficient to explain the regulation of the adaptive response genes after MNNG exposure, suggesting that additional regulatory elements must be involved.
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Affiliation(s)
- James A Booth
- 1] Centre for Molecular Biology and Neuroscience (CMBN) and Department of Microbiology, Oslo University Hospital, Rikshospitalet, PO Box 4950 Nydalen, NO-0424 Oslo, Norway [2] Department of Microbiology, University of Oslo, PO Box 4950 Nydalen, NO-0424 Oslo, Norway [3]
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Synthetic biology: new strategies for directing design. Metab Eng 2011; 14:205-11. [PMID: 22227399 DOI: 10.1016/j.ymben.2011.12.007] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2011] [Revised: 10/25/2011] [Accepted: 12/18/2011] [Indexed: 11/22/2022]
Abstract
The advancement of synthetic biology is thanks, in large part, to continuing improvements in DNA synthesis. The expansion of synthetic biology into the realm of metabolic engineering has shifted the focus from simply making novel synthetic biological parts to answering the question of how we employ these biological parts to construct genomes that ultimately give rise to useful phenotypes. Much like protein engineering, the answer to this will be arrived at following the combination of rational design and evolutionary approaches. This review will highlight some of the new DNA synthesis-enabled search methods and discuss the application of such methods to the creation of synthetic gene networks and genomes.
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Abstract
Microarrays or DNA chips have been hailed as the ultimate experimental tool for research, drug discovery and diagnostics. They have the potential to perform a multitude of molecular tests simultaneously and to produce a wealth of information from a single clinical sample. Applications include genotyping, expression analysis and sequencing (1-4). The aim of this review is to provide a brief summary of current microarray technology and highlight the many ways in which it is being developed for use in clinical microbiology laboratories.
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Development of a single-step subtraction method for eukaryotic 18S and 28S ribonucleic acids. J Biomed Biotechnol 2011; 2011:910369. [PMID: 21765639 PMCID: PMC3134377 DOI: 10.1155/2011/910369] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2011] [Accepted: 04/29/2011] [Indexed: 11/18/2022] Open
Abstract
The abundance of mammalian 18S and 28S ribosomal RNA can decrease the detection sensitivity of bacterial or viral targets in complex host-pathogen mixtures. A method to capture human RNA in a single step was developed and characterized to address this issue. For this purpose, capture probes were covalently attached to magnetic microbeads using a dendrimer linker and the solid phase was tested using rat thymus RNA (mammalian components) with Escherichia coli RNA (bacterial target) as a model system. Our results indicated that random capture probes demonstrated better performance than specific ones presumably by increasing the number of possible binding sites, and the use of a tetrame-thylammonium-chloride (TMA-Cl-) based buffer for the hybridization showed a beneficial effect in the selectivity. The subtraction efficiency determined through real-time RT-PCR revealed capture-efficiencies comparable with commercially available enrichment kits. The performance of the solid phase can be further fine tuned by modifying the annealing time and temperature.
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Thomassen GOS, Weel-Sneve R, Rowe AD, Booth JA, Lindvall JM, Lagesen K, Kristiansen KI, Bjørås M, Rognes T. Tiling array analysis of UV treated Escherichia coli predicts novel differentially expressed small peptides. PLoS One 2010; 5:e15356. [PMID: 21203457 PMCID: PMC3009722 DOI: 10.1371/journal.pone.0015356] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2010] [Accepted: 11/09/2010] [Indexed: 11/19/2022] Open
Abstract
Background Despite comprehensive investigation, the Escherichia coli SOS response system is not yet fully understood. We have applied custom designed whole genome tiling arrays to measure UV invoked transcriptional changes in E. coli. This study provides a more complete insight into the transcriptome and the UV irradiation response of this microorganism. Results We detected a number of novel differentially expressed transcripts in addition to the expected SOS response genes (such as sulA, recN, uvrA, lexA, umuC and umuD) in the UV treated cells. Several of the differentially expressed transcripts might play important roles in regulation of the cellular response to UV damage. We have predicted 23 novel small peptides from our set of detected non-gene transcripts. Further, three of the predicted peptides were cloned into protein expression vectors to test the biological activity. All three constructs expressed the predicted peptides, in which two of them were highly toxic to the cell. Additionally, a remarkably high overlap with previously in-silico predicted non-coding RNAs (ncRNAs) was detected. Generally we detected a far higher transcriptional activity than the annotation suggests, and these findings correspond with previous transcription mappings from E. coli and other organisms. Conclusions Here we demonstrate that the E. coli transcriptome consists of far more transcripts than the present annotation suggests, of which many transcripts seem important to the bacterial stress response. Sequence alignment of promoter regions suggest novel regulatory consensus sequences for some of the upregulated genes. Finally, several of the novel transcripts identified in this study encode putative small peptides, which are biologically active.
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Affiliation(s)
- Gard O. S. Thomassen
- Centre for Molecular Biology and Neuroscience (CMBN) and Department of Microbiology, Rikshospitalet, Oslo University Hospital, Oslo, Norway
- Centre for Molecular Biology and Neuroscience (CMBN) and Department of Microbiology, University of Oslo, Oslo, Norway
| | - Ragnhild Weel-Sneve
- Centre for Molecular Biology and Neuroscience (CMBN) and Department of Microbiology, Rikshospitalet, Oslo University Hospital, Oslo, Norway
- Centre for Molecular Biology and Neuroscience (CMBN) and Department of Microbiology, University of Oslo, Oslo, Norway
| | - Alexander D. Rowe
- Centre for Molecular Biology and Neuroscience (CMBN) and Department of Microbiology, Rikshospitalet, Oslo University Hospital, Oslo, Norway
| | - James A. Booth
- Centre for Molecular Biology and Neuroscience (CMBN) and Department of Microbiology, Rikshospitalet, Oslo University Hospital, Oslo, Norway
| | | | - Karin Lagesen
- Centre for Molecular Biology and Neuroscience (CMBN) and Department of Microbiology, Rikshospitalet, Oslo University Hospital, Oslo, Norway
- Centre for Molecular Biology and Neuroscience (CMBN) and Department of Microbiology, University of Oslo, Oslo, Norway
| | - Knut I. Kristiansen
- Centre for Molecular Biology and Neuroscience (CMBN) and Department of Microbiology, Rikshospitalet, Oslo University Hospital, Oslo, Norway
| | - Magnar Bjørås
- Centre for Molecular Biology and Neuroscience (CMBN) and Department of Microbiology, Rikshospitalet, Oslo University Hospital, Oslo, Norway
- Centre for Molecular Biology and Neuroscience (CMBN) and Department of Microbiology, University of Oslo, Oslo, Norway
- Institute of Clinical Biochemistry, University of Oslo, Oslo, Norway
| | - Torbjørn Rognes
- Centre for Molecular Biology and Neuroscience (CMBN) and Department of Microbiology, Rikshospitalet, Oslo University Hospital, Oslo, Norway
- Department of Informatics, University of Oslo, Oslo, Norway
- * E-mail:
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Kinoshita Y, Tayama T, Kitamura K, Salimullah M, Uchida H, Suzuki M, Husimi Y, Nishigaki K. Novel concept microarray enabling PCR and multistep reactions through pipette-free aperture-to-aperture parallel transfer. BMC Biotechnol 2010; 10:71. [PMID: 20923572 PMCID: PMC2959086 DOI: 10.1186/1472-6750-10-71] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2010] [Accepted: 10/06/2010] [Indexed: 11/15/2022] Open
Abstract
Background The microarray has contributed to developing the omic analysis. However, as it depends basically on the surface reaction, it is hard to perform bulk reactions and sequential multistep reactions. On the other hand, the popular microplate technology, which has a great merit of being able to perform parallel multistep reactions, has come to its limit in increasing the number of wells (currently, up to 9600) and reducing the volume to deal with due to the difficulty in operations. Results Here, we report a novel microarray technology which enables us to explore advanced applications, termed microarray-with-manageable volumes (MMV). The technical essence is in the pipette-free direct parallel transfer from well to well performed by centrifugation, evading the evaporation and adsorption-losses during handling. By developing the MMV plate, accompanying devices and techniques, generation of multiple conditions (256 kinds) and performance of parallel multistep reactions, including PCR and in vitro translation reactions, have been made possible. These were demonstrated by applying the MMV technology to searching lysozyme-crystallizing conditions and selecting peptides aimed for Aβ-binding or cathepsin E-inhibition. Conclusions With the introduction of a novel concept microarray (MMV) technology, parallel and multistep reactions in sub-μL scale have become possible.
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Affiliation(s)
- Yasunori Kinoshita
- Department of Functional Materials Science, Graduate School of Science and Engineering, Saitama University, 255 Shimo-okubo, Saitama 338-8570, Japan
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10
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Gilli F, Lindberg RLP, Valentino P, Marnetto F, Malucchi S, Sala A, Capobianco M, di Sapio A, Sperli F, Kappos L, Calogero RA, Bertolotto A. Learning from nature: pregnancy changes the expression of inflammation-related genes in patients with multiple sclerosis. PLoS One 2010; 5:e8962. [PMID: 20126412 PMCID: PMC2813302 DOI: 10.1371/journal.pone.0008962] [Citation(s) in RCA: 59] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2009] [Accepted: 01/07/2010] [Indexed: 12/26/2022] Open
Abstract
Background Pregnancy is associated with reduced activity of multiple sclerosis (MS). However, the biological mechanisms underlying this pregnancy-related decrease in disease activity are poorly understood. Methodology We conducted a genome-wide transcription analysis in peripheral blood mononuclear cells (PBMCs) from 12 women (7 MS patients and 5 healthy controls) followed during their pregnancy. Samples were obtained before, during (i.e. at the third, sixth, and ninth month of gestation) and after pregnancy. A validation of the expression profiles has been conducted by using the same samples and an independent group of 25 MS patients and 11 healthy controls. Finally, considering the total group of 32 MS patients, we compared expression profiles of patients relapsing during pregnancy (n = 6) with those of relapse-free patients (n = 26). Principal Findings Results showed an altered expression of 347 transcripts in non-pregnant MS patients with respect to non-pregnant healthy controls. Complementary changes in expression, occurring during pregnancy, reverted the previous imbalance particularly for seven inflammation-related transcripts, i.e. SOCS2, TNFAIP3, NR4A2, CXCR4, POLR2J, FAM49B, and STAG3L1. Longitudinal analysis showed that the overall deregulation of gene expression reverted to “normal” already within the third month of gestation, while in the post-partum gene expressions rebounded to pre-pregnancy levels. Six (18.7%) of the 32 MS patients had a relapse during pregnancy, mostly in the first trimester. The latter showed delayed expression profiles when compared to relapse-free patients: in these patients expression imbalance was reverted later in the pregnancy, i.e. at sixth month. Conclusions Specific changes in expression during pregnancy were associated with a decrease in disease activity assessed by occurrence of relapses during pregnancy. Findings might help in understanding the pathogenesis of MS and may provide basis for the development of novel therapeutic strategies.
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Affiliation(s)
- Francesca Gilli
- Regional Centre for Multiple Sclerosis and Clinical Neurobiology, Azienda Ospedaliera Universitaria San Luigi Gonzaga, Orbassano, Italy.
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11
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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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12
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In situ transcriptomic analysis of the globally important keystone N2-fixing taxon Crocosphaera watsonii. ISME JOURNAL 2009; 3:618-31. [DOI: 10.1038/ismej.2009.8] [Citation(s) in RCA: 57] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
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Targeting virulence: A new paradigm for antifungals. Drug Discov Today 2009; 14:214-22. [DOI: 10.1016/j.drudis.2008.11.013] [Citation(s) in RCA: 127] [Impact Index Per Article: 7.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2008] [Revised: 11/04/2008] [Accepted: 11/17/2008] [Indexed: 11/17/2022]
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14
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Meng JP, Yin YB, Zhang XM, Huang YS, Lan K, Cui F, Xu SX. Identification of Streptococcus pneumoniae genes specifically induced in mouse lung tissues. Can J Microbiol 2008; 54:58-65. [PMID: 18388972 DOI: 10.1139/w07-117] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
To identify Streptococcus pneumoniae genes expressed specifically during infections, a selection system based on the in vivo expression technology (IVET) was established. galU, which is critical for capsular polysaccharide biosynthesis, and lacZY encoding beta-galactosidase were employed as dual reporter genes to screen in-vivo-induced (ivi) genes of S. pneumoniae. The galU-deficient mutant of S. pneumoniae is incapable of utilizing galactose, thus failing to synthesize capsular polysaccharide, and therefore loses its ability to survive in the host. A promoter-trap library was constructed in S. pneumoniae, which was used to infect BALB/c mice in an intranostril model. Those strains recovered from lung tissue of mice and exhibiting a white colony phenotype on tryptic soy agar containing X-gal (5-bromo-4-chloro-3-indolyl-beta-D-galactopyranoside) were collected and identificated. A total of 15 unique sequences were obtained through in vivo screening. The ivi genes of S. pneumoniae are involved in many processes, such as colonization and adherence, energy metabolism, nutrient substance transport, transcription regulation, DNA metabolism, and cell wall synthesis. There are some hypothetical proteins whose functions are not clear. This novel IVET is a useful tool for identifying ivi genes in S. pneumoniae.
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Affiliation(s)
- Jiang-Ping Meng
- Department of Laboratory Medicine, Chongqing University of Medical Sciences, Chongqing 400016, China
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15
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Lindberg RL, Achtnichts L, Hoffmann F, Kuhle J, Kappos L. Natalizumab alters transcriptional expression profiles of blood cell subpopulations of multiple sclerosis patients. J Neuroimmunol 2008; 194:153-64. [DOI: 10.1016/j.jneuroim.2007.11.007] [Citation(s) in RCA: 89] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2007] [Revised: 11/01/2007] [Accepted: 11/12/2007] [Indexed: 11/16/2022]
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16
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Claverys JP, Prudhomme M, Martin B. Induction of competence regulons as a general response to stress in gram-positive bacteria. Annu Rev Microbiol 2006; 60:451-75. [PMID: 16771651 DOI: 10.1146/annurev.micro.60.080805.142139] [Citation(s) in RCA: 300] [Impact Index Per Article: 15.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Bacterial transformation, a programmed mechanism for genetic exchange originally discovered in Streptococcus pneumoniae, is widespread in bacteria. It is based on the uptake and integration of exogenous DNA into the recipient genome. This review examines whether induction of competence for genetic transformation is a general response to stress in gram-positive bacteria. It compares data obtained with bacteria chosen for their different lifestyles, the soil-dweller Bacillus subtilis and the major human pathogen S. pneumoniae. The review focuses on the relationship between competence and other global responses in B. subtilis, as well as on recent evidence for competence induction in response to DNA damage or antibiotics and for the ability of S. pneumoniae to use competence as a substitute for SOS. This comparison reveals that the two species use different fitness-enhancing strategies in response to stress conditions. Whereas B. subtilis combines competence and SOS induction, S. pneumoniae relies only on competence to generate genetic diversity through transformation.
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Affiliation(s)
- Jean-Pierre Claverys
- Laboratoire de Microbiologie et Génétique Moléculaires, UMR 5100 CNRS-Université Paul Sabatier, 31062 Toulouse Cedex 9, France.
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Choithani J, Kumar P, Gupta KC. N-(3-Triethoxysilylpropyl)-6-(N-maleimido)-hexanamide: An efficient heterobifunctional reagent for the construction of oligonucleotide microarrays. Anal Biochem 2006; 357:240-8. [PMID: 16930520 DOI: 10.1016/j.ab.2006.07.006] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2006] [Revised: 07/10/2006] [Accepted: 07/10/2006] [Indexed: 11/19/2022]
Abstract
Synthesis of a new heterobifunctional reagent, N-(3-triethoxysilylpropyl)-6-(N-maleimido)-hexanamide (TPMH), for the preparation of oligonucleotide microarrays is described. Its triethoxysilyl function is specific toward virgin glass surface and maleimide function undergoes conjugate addition to 3'- or 5'-thiol-modified oligonucleotides. The construction of microarrays using TPMH has been realized via two routes. In Route A, TPMH was reacted first with 3'- or 5'-thiol-modified oligonucleotide under microwaves, thereby producing oligonucleotide-triethoxysilyl conjugate in 15min, which was then brought in contact with virgin glass microslide, resulting in immobilization of an oligonucleotide sequence. In Route B, immobilization involves generation of maleimide functions on virgin glass surface by the reaction with TPMH, followed by coupling with thiol-modified oligonucleotides under microwaves in 15 min to produce surface-bound oligonucleotides. The microarrays constructed using both routes were analyzed by hybridizing with tetrachlorofluorescein-labeled complementary oligonucleotide. Subsequently, these microarrays were successfully used in the discrimination of single and double nucleotide mismatches based on fluorescence intensity.
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Affiliation(s)
- Jyoti Choithani
- Nucleic Acids Research Laboratory, Institute of Genomics and Integrative Biology, Mall Road, Delhi University Campus, Delhi 110 007, India
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Marrer E, Satoh AT, Johnson MM, Piddock LJV, Page MGP. Global transcriptome analysis of the responses of a fluoroquinolone-resistant Streptococcus pneumoniae mutant and its parent to ciprofloxacin. Antimicrob Agents Chemother 2006; 50:269-78. [PMID: 16377697 PMCID: PMC1346767 DOI: 10.1128/aac.50.1.269-278.2006] [Citation(s) in RCA: 44] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Streptococcus pneumoniae M22 is a multidrug-resistant mutant selected after exposure of capsulated wild-type S. pneumoniae NCTC 7465 (strain M4) to ciprofloxacin. DNA microarray analysis comparing the gene expression profiles of strain M22 with those of strain M4 showed that strain M22 constitutively expressed 22 genes at levels higher than those observed in strain M4 under all conditions studied. These included the genes encoding the enzymes involved in branched-chain amino acid biosynthesis and two genes (patA and patB) with sequences suggestive of ABC transporter proteins. Expression of the patA and patB genes was induced by ciprofloxacin in both strains, but in strain M4 it only reached the levels observed in strain M22 after long incubation with high concentrations of ciprofloxacin. The altered expression profile observed with strain M22 suggested that the mutation or mutations acquired during resistance selection bring the cell into a state in which the expression of critical genes is preemptively altered to correct for the potential effects of ciprofloxacin on gene expression in the parent strain.
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Affiliation(s)
- Estelle Marrer
- The University of Texas Health Science Center at San Antonio, Texas 78229-3900, USA
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Marrer E, Schad K, Satoh AT, Page MGP, Johnson MM, Piddock LJV. Involvement of the putative ATP-dependent efflux proteins PatA and PatB in fluoroquinolone resistance of a multidrug-resistant mutant of Streptococcus pneumoniae. Antimicrob Agents Chemother 2006; 50:685-93. [PMID: 16436727 PMCID: PMC1366865 DOI: 10.1128/aac.50.2.685-693.2006] [Citation(s) in RCA: 55] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
The multidrug-resistant mutant Streptococcus pneumoniae M22 constitutively overexpresses two genes (patA and patB) that encode proteins homologous to known efflux proteins belonging to the ABC transporter family. It is shown here that PatA and PatB were strongly induced by quinolone antibiotics and distamycin in fluoroquinolone-sensitive strains. PatA was very important for growth of S. pneumoniae, and it could not be disrupted in strain M22. PatB appeared to control metabolic activity, particularly in amino acid biosynthesis, and it may have a pivotal role in coordination of the response to quinolone antibiotics. The induction of PatA and PatB by antibiotics showed a pattern similar to that exhibited by SP1861, a homologue of ABC-type transporters of choline and other osmoprotectants. A second group of quinolone-induced transporter genes comprising SP1587 and SP0287, which are homologues of, respectively, oxalate/formate antiporters and xanthine or uracil permeases belonging to the major facilitator family, showed a different pattern of induction by other antibiotics. There was no evidence for the involvement of PmrA, the putative proton-dependent multidrug transporter that has been implicated in norfloxacin resistance, in the response to quinolone antibiotics in either the resistant mutant or the fluoroquinolone-sensitive strains.
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Affiliation(s)
- Estelle Marrer
- Basilea Pharmaceutica Ltd., P.O. Box 3255, CH-4005 Basel, Switzerland
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20
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Silvaggi JM, Perkins JB, Losick R. Genes for small, noncoding RNAs under sporulation control in Bacillus subtilis. J Bacteriol 2006; 188:532-41. [PMID: 16385044 PMCID: PMC1347314 DOI: 10.1128/jb.188.2.532-541.2006] [Citation(s) in RCA: 87] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
The process of sporulation in the bacterium Bacillus subtilis is known to involve the programmed activation of several hundred protein-coding genes. Here we report the discovery of previously unrecognized genes under sporulation control that specify small, non-protein-coding RNAs (sRNAs). Genes for sRNAs were identified by transcriptional profiling with a microarray bearing probes for intergenic regions in the genome and by use of a comparative genomics algorithm that predicts regions of conserved RNA secondary structure. The gene for one such sRNA, SurA, which is located in the region between yndK and yndL, was induced at the start of development under the indirect control of the master regulator for entry into sporulation, Spo0A. The gene for a second sRNA, SurC, located in the region between dnaJ and dnaK, was switched on at a late stage of sporulation by the RNA polymerase sigma factor sigmaK, which directs gene transcription in the mother cell compartment of the developing sporangium. Finally, a third intergenic region, that between polC and ylxS, which specified several sRNAs, including two transcripts produced under the control of the forespore-specific sigma factor sigmaG and a third transcript generated by sigmaK, was identified. Our results indicate that the full repertoire of sporulation-specific gene expression involves the activation of multiple genes for small, noncoding RNAs.
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Affiliation(s)
- Jessica M Silvaggi
- Department of Molecular and Cellular Biology, The Biological Laboratories, 16 Divinity Ave., Harvard University, Cambridge, MA 02138, USA
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21
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Juíz-Río S, Osorio CR, de Lorenzo V, Lemos ML. Subtractive hybridization reveals a high genetic diversity in the fish pathogen Photobacterium damselae subsp. piscicida: evidence of a SXT-like element. Microbiology (Reading) 2005; 151:2659-2669. [PMID: 16079344 DOI: 10.1099/mic.0.27891-0] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Photobacterium damselae subsp. piscicida is the causative agent of fish pasteurellosis, a severe disease affecting cultured marine fish worldwide. In this study, suppression subtractive hybridization was used to identify DNA fragments present in the virulent strain PC554.2, but absent in the avirulent strain EPOY 8803-II. Twenty-one genomic regions of this type (that included twenty-six distinct putative ORFs) were analysed by DNA sequencing. Twenty ORFs encoded proteins with homology to proteins in other bacteria, including four homologues involved in siderophore biosynthesis, and four homologues related to mobile elements; three of these were putative transposases and one was a putative conjugative transposon related to the Vibrio cholerae SXT element. This sequence was shown to be integrated into a prfC gene homologue. Six ORFs showed no significant homology to known bacterial proteins. Among the 21 DNA fragments specific to strain PC554.2, 5 DNA fragments (representing 7 ORFs) were also absent in the avirulent strain ATCC 29690. The analysis of these differential regions, as well as the screening of their presence in a collection of strains, demonstrated the high genetic heterogeneity of this pathogen.
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Affiliation(s)
- Sandra Juíz-Río
- Departamento de Biotecnología Microbiana, Centro Nacional de Biotecnología, Consejo Superior de Investigaciones Científicas, Campus de Cantoblanco, 28049 Madrid, Spain
- Departamento de Microbiología y Parasitología, Instituto de Acuicultura, Universidad de Santiago de Compostela, 15782 Santiago de Compostela, Spain
| | - Carlos R Osorio
- Departamento de Microbiología y Parasitología, Instituto de Acuicultura, Universidad de Santiago de Compostela, 15782 Santiago de Compostela, Spain
| | - Víctor de Lorenzo
- Departamento de Biotecnología Microbiana, Centro Nacional de Biotecnología, Consejo Superior de Investigaciones Científicas, Campus de Cantoblanco, 28049 Madrid, Spain
| | - Manuel L Lemos
- Departamento de Microbiología y Parasitología, Instituto de Acuicultura, Universidad de Santiago de Compostela, 15782 Santiago de Compostela, Spain
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Covert J, Eskra L, Splitter G. Isolation of Brucella abortus total RNA from B. abortus-infected murine RAW macrophages. J Microbiol Methods 2005; 60:383-93. [PMID: 15649540 DOI: 10.1016/j.mimet.2004.10.018] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2003] [Revised: 10/07/2004] [Accepted: 10/21/2004] [Indexed: 11/30/2022]
Abstract
Brucella is a Gram-negative facultative bacterium that persists intracellularly in macrophages. However, the intracellular survival mechanisms used by Brucella are not fully understood. Isolation of Brucella RNA from infected macrophages has been challenging, and the inability to isolate sufficient Brucella RNA from infected macrophages has contributed to the failure in understanding bacterial transcriptional events. We describe the isolation of sufficient Brucella abortus RNA from its infective host cell environment using osmotic lysis and RNase and DNase digestion. This method takes advantage of the B. abortus cell envelope that protects bacterial RNA and DNA. The cell envelope of B. abortus was digested using SDS/proteinase K (PK) that, importantly, inhibits any residual RNase after digesting macrophage RNA permitting the extraction of B. abortus RNA. In our experiments, 4.5 microg of RNA was routinely isolated from 1 ml bacterial culture and 2-9 microg of bacterial RNA from infected macrophages without detectable host cell RNA or DNA contamination. The method is rapid and uses inexpensive, commonly available reagents. Total bacterial RNA was isolated in quantities sufficient for RT-PCR and microarray analysis.
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Affiliation(s)
- Jill Covert
- Laboratory of Molecular and Cellular Immunology, School of Veterinary Medicine, Department of Animal Health and Biomedical Sciences, 1656 Linden Dr., University of Wisconsin-Madison, Madison, WI 53706, USA
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23
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Lynch MD, Gill RT, Stephanopoulos G. Mapping phenotypic landscapes using DNA micro-arrays. Metab Eng 2005; 6:177-85. [PMID: 15256207 DOI: 10.1016/j.ymben.2004.01.002] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2003] [Accepted: 01/27/2004] [Indexed: 11/29/2022]
Abstract
Inverse metabolic engineering is a useful approach for engineering phenotypes in biological systems. The overarching objective of this approach is to combine the power of evolutionary engineering approaches with the precision of constructive metabolic engineering strategies. Often the difficulty in this approach is elucidating the genetic basis of the phenotypes that emerge as a result of evolutionary mechanisms. As a result of advances in genomics technologies, several techniques now exist that substantially improve researchers ability to identify such genes. Metabolic engineers now have the ability to map phenotypic landscapes of considerable genetic diversity, which should improve understanding of the relationships that exist among phenotype, genotype, and environment. In this mini-review, we will discuss several of such genomics tools that may be useful in developing inverse metabolic engineering strategies and, in particular, mapping phenotypic landscapes.
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Affiliation(s)
- Michael D Lynch
- Department of Chemical and Biological Engineering, University of Colorado, Boulder 80309, USA
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Ulijasz AT, Andes DR, Glasner JD, Weisblum B. Regulation of iron transport in Streptococcus pneumoniae by RitR, an orphan response regulator. J Bacteriol 2004; 186:8123-36. [PMID: 15547286 PMCID: PMC529065 DOI: 10.1128/jb.186.23.8123-8136.2004] [Citation(s) in RCA: 74] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
RitR (formerly RR489) is an orphan two-component signal transduction response regulator in Streptococcus pneumoniae that has been shown to be required for lung pathogenicity. In the present study, by using the rough strain R800, inactivation of the orphan response regulator gene ritR by allele replacement reduced pathogenicity in a cyclophosphamide-treated mouse lung model but not in a thigh model, suggesting a role for RitR in regulation of tissue-specific virulence factors. Analysis of changes in genome-wide transcript mRNA levels associated with the inactivation of ritR compared to wild-type cells was performed by the use of high-density DNA microarrays. Genes with a change in transcript abundance associated with inactivation of ritR included piuB, encoding an Fe permease subunit, and piuA, encoding an Fe carrier-binding protein. In addition, a dpr ortholog, encoding an H(2)O(2) resistance protein that has been shown to reduce synthesis of reactive oxygen intermediates, was activated in the wild-type (ritR(+)) strain. Microarray experiments suggested that RitR represses Fe uptake in vitro by negatively regulating the Piu hemin-iron transport system. Footprinting experiments confirmed site-specific DNA-binding activity for RitR and identified three binding sites that partly overlap the +1 site for transcription initiation upstream of piuB. Transcripts belonging to other gene categories found to be differentially expressed in our array studies include those associated with (i) H(2)O(2) resistance, (ii) repair of DNA damage, (iii) sugar transport and capsule biosynthesis, and (iv) two-component signal transduction elements. These observations suggest that RitR is an important response regulator whose primary role is to maintain iron homeostasis in S. pneumoniae. The name ritR (repressor of iron transport) for the orphan response regulator gene, rr489, is proposed.
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Affiliation(s)
- Andrew T Ulijasz
- Pharmacology Department, University of Wisconsin Medical School, Madison, WI 53706, USA
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25
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Lindberg RLP, De Groot CJA, Certa U, Ravid R, Hoffmann F, Kappos L, Leppert D. Multiple sclerosis as a generalized CNS disease--comparative microarray analysis of normal appearing white matter and lesions in secondary progressive MS. J Neuroimmunol 2004; 152:154-67. [PMID: 15223248 DOI: 10.1016/j.jneuroim.2004.03.011] [Citation(s) in RCA: 64] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2003] [Revised: 03/09/2004] [Accepted: 03/09/2004] [Indexed: 01/15/2023]
Abstract
We used microarrays to compare the gene expression profile in active lesions and donor-matched normal appearing white matter (NAWM) from brain autopsy samples of patients with secondary progressive multiple sclerosis (MS) with that from controls who died from non-neurological diseases. The 123 genes in lesions, and 47 genes in NAWM(MS) were differentially expressed. Lesions distinguished from NAWM(MS) by a higher expression of genes related to immunoglobulin synthesis and neuroglial differentiation, while cellular immune response elements were equally dysregulated in both tissue compartments. Current results provide molecular evidence of a continuum of dysfunctional homeostasis and inflammatory changes between lesions and NAWM(MS), and support the concept of MS pathogenesis being a generalised process that involves the entire CNS.
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Affiliation(s)
- Raija L P Lindberg
- Clinical Neuroimmunology Laboratory, Departments of Research and Neurology, University Hospitals Basel, Pharmazentrum, Klingelbergstrasse 50, CH-4056 Basel, Switzerland.
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26
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Pang X, Zhou D, Song Y, Pei D, Wang J, Guo Z, Yang R. Bacterial mRNA purification by magnetic capture-hybridization method. Microbiol Immunol 2004; 48:91-6. [PMID: 14978333 DOI: 10.1111/j.1348-0421.2004.tb03493.x] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
A magnetic capture-hybridization method was developed for purification of bacterial messenger RNA (mRNA) from total RNA by removing 5S, 16S and 23S ribosomal RNAs (rRNA). The quality of mRNA was evaluated by A(260 nm) / A(280 nm) value, denatured gel electrophoresis and RT-PCR. The results showed that highly purified and intact mRNA was obtained by this method. The magnetic capture-hybridization is a rapid and simple method for bacterial mRNA purification and has promising potential for improving studies using bacterial mRNA.
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Affiliation(s)
- Xin Pang
- National Center for Biomedicine Analysis, Institute of Microbiology and Epidemiology, Academy of Military Medical Sciences, Fengtai, Beijing, China
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27
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Mary I, Tu CJ, Grossman A, Vaulot D. Effects of high light on transcripts of stress-associated genes for the cyanobacteria Synechocystis sp. PCC 6803 and Prochlorococcus MED4 and MIT9313. MICROBIOLOGY-SGM 2004; 150:1271-1281. [PMID: 15133090 DOI: 10.1099/mic.0.27014-0] [Citation(s) in RCA: 34] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
Cyanobacteria constitute an ancient, diverse and ecologically important bacterial group. The responses of these organisms to light and nutrient conditions are finely controlled, enabling the cells to survive a range of environmental conditions. In particular, it is important to understand how cyanobacteria acclimate to the absorption of excess excitation energy and how stress-associated transcripts accumulate following transfer of cells from low- to high-intensity light. In this study, quantitative RT-PCR was used to monitor changes in levels of transcripts encoding chaperones and stress-associated proteases in three cyanobacterial strains that inhabit different ecological niches: the freshwater strain Synechocystis sp. PCC 6803, the marine high-light-adapted strain Prochlorococcus MED4 and the marine low-light-adapted strain Prochlorococcus MIT9313. Levels of transcripts encoding stress-associated proteins were very sensitive to changes in light intensity in all of these organisms, although there were significant differences in the degree and kinetics of transcript accumulation. A specific set of genes that seemed to be associated with high-light adaptation (groEL/groES, dnaK2, dnaJ3, clpB1 and clpP1) could be targeted for more detailed studies in the future. Furthermore, the strongest responses were observed in Prochlorococcus MED4, a strain characteristic of the open ocean surface layer, where hsp genes could play a critical role in cell survival.
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Affiliation(s)
- Isabelle Mary
- Station Biologique, UMR 7127, CNRS et Université Pierre et Marie Curie, BP 74, F-29682 Roscoff cedex, France
| | - Chao-Jung Tu
- Carnegie Institution of Washington, Department of Plant Biology, 260 Panama Street, Stanford, CA 94305, USA
| | - Arthur Grossman
- Carnegie Institution of Washington, Department of Plant Biology, 260 Panama Street, Stanford, CA 94305, USA
| | - Daniel Vaulot
- Station Biologique, UMR 7127, CNRS et Université Pierre et Marie Curie, BP 74, F-29682 Roscoff cedex, France
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28
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Adamczyk J, Hesselsoe M, Iversen N, Horn M, Lehner A, Nielsen PH, Schloter M, Roslev P, Wagner M. The isotope array, a new tool that employs substrate-mediated labeling of rRNA for determination of microbial community structure and function. Appl Environ Microbiol 2004; 69:6875-87. [PMID: 14602652 PMCID: PMC262286 DOI: 10.1128/aem.69.11.6875-6887.2003] [Citation(s) in RCA: 170] [Impact Index Per Article: 8.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
A new microarray method, the isotope array approach, for identifying microorganisms which consume a (14)C-labeled substrate within complex microbial communities was developed. Experiments were performed with a small microarray consisting of oligonucleotide probes targeting the 16S rRNA of ammonia-oxidizing bacteria (AOB). Total RNA was extracted from a pure culture of Nitrosomonas eutropha grown in the presence of [(14)C]bicarbonate. After fluorescence labeling of the RNA and microarray hybridization, scanning of all probe spots for fluorescence and radioactivity revealed that specific signals were obtained and that the incorporation of (14)C into rRNA could be detected unambiguously. Subsequently, we were able to demonstrate the suitability of the isotope array approach for monitoring community composition and CO(2) fixation activity of AOB in two nitrifying activated-sludge samples which were incubated with [(14)C]bicarbonate for up to 26 h. AOB community structure in the activated-sludge samples, as predicted by the microarray hybridization pattern, was confirmed by quantitative fluorescence in situ hybridization (FISH) and comparative amoA sequence analyses. CO(2) fixation activities of the AOB populations within the complex activated-sludge communities were detectable on the microarray by (14)C incorporation and were confirmed independently by combining FISH and microautoradiography. AOB rRNA from activated sludge incubated with radioactive bicarbonate in the presence of allylthiourea as an inhibitor of AOB activity showed no incorporation of (14)C and thus was not detectable on the radioactivity scans of the microarray. These results suggest that the isotope array can be used in a PCR-independent manner to exploit the high parallelism and discriminatory power of microarrays for the direct identification of microorganisms which consume a specific substrate in the environment.
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Affiliation(s)
- Justyna Adamczyk
- Lehrstuhl für Mikrobiologie, Technische Universität München, D-85350 Freising, Germany
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29
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Dagkessamanskaia A, Moscoso M, Hénard V, Guiral S, Overweg K, Reuter M, Martin B, Wells J, Claverys JP. Interconnection of competence, stress and CiaR regulons in Streptococcus pneumoniae: competence triggers stationary phase autolysis of ciaR mutant cells. Mol Microbiol 2004; 51:1071-86. [PMID: 14763981 DOI: 10.1111/j.1365-2958.2003.03892.x] [Citation(s) in RCA: 179] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/17/2023]
Abstract
Of the 13 two-component signal transduction systems (TCS) identified in Streptococcus pneumoniae, two, ComDE and CiaRH, are known to affect competence for natural genetic transformation. ComD and ComE act together with the comC-encoded competence-stimulating peptide (CSP) and with ComAB, the CSP-dedicated exporter, to co-ordinate activation of genes required for differentiation to competence. Several lines of evidence suggest that the CiaRH TCS and competence regulation are interconnected, including the observation that inactivation of the CiaR response regulator derepresses competence. However, the nature of the interconnection remains poorly understood. Interpretation of previous transcriptome analyses of ciaR mutants was complicated by competence derepression in the mutants. To circumvent this problem, we have used microarray analysis to investigate the transition from non-competence to competence in a comC-null wild-type strain and its ciaR derivative after the addition of CSP. This study increased the number of known CSP-induced genes from approximately 47 to 105 and revealed approximately 42 genes with reduced expression in competent cells. Induction of the CiaR regulon, as well as the entire HrcA and part of the CtsR stress response regulons, was observed in wild-type competent cells. Enhanced induction of stress response genes was detected in ciaR competent cells. In line with these observations, CSP was demonstrated to trigger growth arrest and stationary phase autolysis in ciaR cells. Taken together, these data strongly suggest that differentiation to competence imposes a temporary stress on cells, and that the CiaRH TCS is required for the cells to exit normally from the competent state.
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Affiliation(s)
- Adilia Dagkessamanskaia
- Laboratoire de Microbiologie et Génétique Moléculaires, UMR 5100 CNRS-Université Paul Sabatier, Toulouse Cedex, France
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30
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Kuhn E, Schaller A. DNA microarrays: methodology, data evaluation and application in the analysis of plant defense signaling. GENETIC ENGINEERING 2004; 26:49-84. [PMID: 15387293 DOI: 10.1007/978-0-306-48573-2_5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/30/2023]
Affiliation(s)
- E Kuhn
- University of Hohenheim, Institute of Plant Physiology and Biotechnology (260), D-70593 Stuttgart, Germany
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31
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Mascher T, Margulis NG, Wang T, Ye RW, Helmann JD. Cell wall stress responses in Bacillus subtilis: the regulatory network of the bacitracin stimulon. Mol Microbiol 2003; 50:1591-604. [PMID: 14651641 DOI: 10.1046/j.1365-2958.2003.03786.x] [Citation(s) in RCA: 245] [Impact Index Per Article: 11.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
In response to sublethal concentrations of antibiotics, bacteria often induce an adaptive response that can contribute to antibiotic resistance. We report the response of Bacillus subtilis to bacitracin, an inhibitor of cell wall biosynthesis found in its natural environment. Analysis of the global transcriptional profile of bacitracin-treated cells reveals a response orchestrated by two alternative sigma factors (sigmaB and sigmaM) and three two-component systems (YvqEC, YvcPQ and BceRS). All three two-component systems are located next to target genes that are strongly induced by bacitracin, and the corresponding histidine kinases share an unusual topology: they lack about 100 amino acids in their extracellular sensing domain, which is almost entirely buried in the cytoplasmic membrane. Sequence analysis indicates that this novel N-terminal sensing domain is a characteristic feature of a subfamily of histidine kinases, found almost entirely in Gram-positive bacteria and frequently linked to ABC transporters. A systematic mutational analysis of bacitracin-induced genes led to the identification of a new bacitracin-resistance determinant, bceAB, encoding a putative ABC transporter. The bcrC bacitracin resistance gene, which is under the dual control of sigmaX and sigmaM, was also induced by bacitracin. By comparing the bacitracin and the vancomycin stimulons, we can differentiate between loci induced specifically by bacitracin and those that are induced by multiple cell wall-active antibiotics.
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Affiliation(s)
- Thorsten Mascher
- Department of Microbiology, Cornell University, Ithaca, NY 14853-8101, USA
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32
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Musarrat J, Hashsham SA. Customized cDNA microarray for expression profiling of environmentally important genes of Pseudomonas stutzeri strain KC. TERATOGENESIS, CARCINOGENESIS, AND MUTAGENESIS 2003; Suppl 1:283-94. [PMID: 12616619 DOI: 10.1002/tcm.10054] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
DNA microarray is a powerful tool for parallel detection of multiple target genes in biological systems. In this study, a low-density DNA microarray has been custom designed by using Pseudomonas stutzeri strain KC ORFs that are implicated in carbon tetrachloride degradation. PCR amplified strain KC probes of varying lengths were obtained using ORF-specific primers. Purified short probes (80-120 bp) and full-length amplicons were directly immobilized on gamma-aminosilane coated and superaldehyde trade mark glass substrates without any chemical modification. The full-length amplicons exhibited a much higher signal compared to the shorter probes upon hybridization with the Cy5/Cy3-labeled unfragmented cDNA targets. The meager signal with the shorter probes limits the advantage of using the multiple probes of the same genes for enhancing the specificity of hybridization with environmental samples. Nevertheless, expression analysis of strain KC genome, under controlled laboratory conditions, revealed the constitutive expression of at least 11 putative ORFs of the pdt operon. Comparatively weaker hybridization signals with the cDNA from mutant cells suggested a low abundance of mRNA transcripts in the KC 1896 mutant. Similar expression levels of the pdt ORFs I, J, K, M, N, O, P, and fur gene both under iron-limiting conditions and in presence of iron (20 micro M Fe(3+)) suggested metal ion-independent regulation of the pdt operon. The tailor-made array with strain KC gene-specific probes served as a model for demonstrating the utility of cDNA microarray technology in monitoring the expression of environmentally important genes in bacteria.
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Affiliation(s)
- Javed Musarrat
- Department of Microbiology, Faculty of Agricultural Sciences, AMU, Aligarh, India.
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33
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Mary I, Vaulot D. Two-component systems in Prochlorococcus MED4: genomic analysis and differential expression under stress. FEMS Microbiol Lett 2003; 226:135-44. [PMID: 13129619 DOI: 10.1016/s0378-1097(03)00587-1] [Citation(s) in RCA: 30] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] Open
Abstract
Two-component signal transduction systems, composed of histidine sensory kinases and response regulators, constitute a key element of the mechanism by which bacteria sense and acclimatize to changes in their environment. The availability of whole genome sequences permits a detailed analysis of these genes in cyanobacteria. In the present paper, we focus mainly on Prochlorococcus MED4, a strain adapted to surface oceanic conditions, for which six putative response regulators (rer) and five putative histidine kinases (hik) were identified. These numbers are comparable to those found in the other marine picocyanobacteria but much lower than those found in freshwater cyanobacteria. Moreover, the diversity of these genes is low in Prochlorococcus since most histidine kinases are related to a single group (type I) and most response regulators to a single family (OmpR). Under standard conditions, quantitative reverse transcription polymerase chain reaction revealed that one hik (hik03) and two rer (rer04 and rer05) genes were expressed at relatively high levels compared to the other two-component system genes. In response to high light exposure, a moderate increase (>5-fold) was observed in the expression of some putative rer genes (rer01, rer04, rer05, and rer06), whereas a smaller increase (<3-fold) in hik03 and hik04 mRNA levels was detected. In contrast, both cold and heat shocks decreased rather than increased the expression of most hik and rer genes.
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Affiliation(s)
- Isabelle Mary
- Station Biologique, UMR 7127, CNRS et Université Pierre et Marie Curie, P.O. Box 74, F-29682 Cedex, Roscoff, France
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34
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Abstract
DNA microarray technology has become an important research tool for microbiology and biotechnology as it allows for comprehensive DNA and RNA analyses to characterize genetic diversity and gene expression in a genome-wide manner. DNA microarrays have been applied extensively to study the biology of many bacteria including Mycobacterium tuberculosis, but only recently have they been used for the related high-GC Gram-positive Corynebacterium glutamicum, which is widely used for biotechnological amino acid production. Besides the design and generation of microarrays as well as their use in hybridization experiments and subsequent data analysis, recent applications of DNA microarray technology in C. glutamicum including the characterization of ribose-specific gene expression and the valine stress response will be described. Emerging perspectives of functional genomics to enlarge our insight into fundamental biology of C. glutamicum and their impact on applied biotechnology will be discussed.
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Affiliation(s)
- Volker F Wendisch
- Institute of Biotechnology, 1 Research Center Jülich, D-52428 Jülich, Germany.
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Kwon HY, Kim SW, Choi MH, Ogunniyi AD, Paton JC, Park SH, Pyo SN, Rhee DK. Effect of heat shock and mutations in ClpL and ClpP on virulence gene expression in Streptococcus pneumoniae. Infect Immun 2003; 71:3757-65. [PMID: 12819057 PMCID: PMC162022 DOI: 10.1128/iai.71.7.3757-3765.2003] [Citation(s) in RCA: 88] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022] Open
Abstract
Spread of Streptococcus pneumoniae from the nasopharynx to other host tissues would require the organism to adapt to a variety of environmental conditions. Since heat shock proteins are induced by environmental stresses, we investigated the effect of heat shock on ClpL and ClpP synthesis and the effect of clpL and clpP mutations on the expression of key pneumococcal virulence genes. Pulse labeling with [(35)S]methionine and chase experiments as well as immunoblot analysis demonstrated that ClpL, DnaK, and GroEL were stable. Purified recombinant ClpL refolded urea-denatured rhodanese in a dose-dependent manner, demonstrating ClpL's chaperone activity. Although growth of the clpL mutant was not affected at 30 or 37 degrees C, growth of the clpP mutant was severely affected at these temperatures. However, both clpL and clpP mutants were sensitive to 43 degrees C. Although it was further induced by heat shock, the level of expression of ClpL in the clpP mutant was high at 30 degrees C, suggesting that ClpP represses expression of ClpL. Furthermore, the clpP mutation significantly attenuated the virulence of S. pneumoniae in a murine intraperitoneal infection model, whereas the clpL mutation did not. Interestingly, immunoblot and real-time reverse transcription-PCR analysis demonstrated that pneumolysin and pneumococcal surface antigen A were induced by heat shock in wild-type S. pneumoniae. Other virulence genes were also affected by heat shock and clpL and clpP mutations. Virulence gene expression seems to be modulated not only by heat shock but also by the ClpL and ClpP proteases.
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Affiliation(s)
- Hyog-Young Kwon
- College of Pharmacy, Sungkyunkwan University, Suwon 440-746, Korea
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Pfefferle W, Möckel B, Bathe B, Marx A. Biotechnological manufacture of lysine. ADVANCES IN BIOCHEMICAL ENGINEERING/BIOTECHNOLOGY 2003; 79:59-112. [PMID: 12523389 DOI: 10.1007/3-540-45989-8_3] [Citation(s) in RCA: 37] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/28/2023]
Abstract
L-Lysine has been manufactured using Corynebacterium glutamicum for more than 40 years. Nowadays production exceeds 600,000 tons per year. Based on conventionally bred strains, further improvement of lysine productivity has been achieved by genetic engineering. Pyruvate carboxylase, aspartate kinase, dihydrodipicolinate synthase, homoserine dehydrogenase and the specific lysine exporter were shown to be key enzymes for lysine production and were characterized in detail. Their combined engineering led to a striking increase in lysine formation. Pathway modeling with data emerging from 13C-isotope experiments revealed a coordinated flux through pentose phosphate cycle and tricarboxylic acid cycle and intensive futile cycling between C3 compounds of glycolysis and C4 compounds of tricarboxylic acid cycle. Process economics have been optimized by developing repeated fed-batch techniques and technical continuous fermentations. In addition, on-line metabolic pathway analysis or flow cytometry may help to improve the fermentation performance. Finally, the availability of the Corynebacterium glutamicum genome sequence has a major impact on the improvement of the biotechnological manufacture of lysine. In this context, all genes of the carbon flow from sugar uptake to lysine secretion have been identified and are accessible to manipulation. The whole sequence information gives access to post genome technologies such as transcriptome analysis, investigation of the proteome and the active metabolic network. These multi-parallel working technologies will accelerate the generation of knowledge. For the first time there is a chance of understanding the overall picture of the physiological state of lysine overproduction in a technical environment.
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Affiliation(s)
- Walter Pfefferle
- Degussa AG, Feed Additives Division, R&D Feed Additives/Biotechnology, Kantstrasse 2, 33790 Hale-Kuensebeck, Germany.
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Dennis P, Edwards EA, Liss SN, Fulthorpe R. Monitoring gene expression in mixed microbial communities by using DNA microarrays. Appl Environ Microbiol 2003; 69:769-78. [PMID: 12570994 PMCID: PMC143597 DOI: 10.1128/aem.69.2.769-778.2003] [Citation(s) in RCA: 109] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
A DNA microarray to monitor the expression of bacterial metabolic genes within mixed microbial communities was designed and tested. Total RNA was extracted from pure and mixed cultures containing the 2,4-dichlorophenoxyacetic acid (2,4-D)-degrading bacterium Ralstonia eutropha JMP134, and the inducing agent 2,4-D. Induction of the 2,4-D catabolic genes present in this organism was readily detected 4, 7, and 24 h after the addition of 2,4-D. This strain was diluted into a constructed mixed microbial community derived from a laboratory scale sequencing batch reactor. Induction of two of five 2,4-D catabolic genes (tfdA and tfdC) from populations of JMP134 as low as 10(5) cells/ml was clearly detected against a background of 10(8) cells/ml. Induction of two others (tfdB and tfdE) was detected from populations of 10(6) cells/ml in the same background; however, the last gene, tfdF, showed no significant induction due to high variability. In another experiment, the induction of resin acid degradative genes was statistically detectable in sludge-fed pulp mill effluent exposed to dehydroabietic acid in batch experiments. We conclude that microarrays will be useful tools for the detection of bacterial gene expression in wastewaters and other complex systems.
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Affiliation(s)
- Philip Dennis
- Department of Chemical Engineering and Applied Chemistry, University of Toronto, Ontario, Canada
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Kelly JJ, Chernov BK, Tovstanovsky I, Mirzabekov AD, Bavykin SG. Radical-generating coordination complexes as tools for rapid and effective fragmentation and fluorescent labeling of nucleic acids for microchip hybridization. Anal Biochem 2002; 311:103-18. [PMID: 12470669 DOI: 10.1016/s0003-2697(02)00388-3] [Citation(s) in RCA: 29] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
DNA microchip technology is a rapid, high-throughput method for nucleic acid hybridization reactions. This technology requires random fragmentation and fluorescent labeling of target nucleic acids prior to hybridization. Radical-generating coordination complexes, such as 1,10-phenanthroline-Cu(II) (OP-Cu) and Fe(II)-EDTA (Fe-EDTA), have been commonly used as sequence nonspecific "chemical nucleases" to introduce single-strand breaks in nucleic acids. Here we describe a new method based on these radical-generating complexes for random fragmentation and labeling of both single- and double-stranded forms of RNA and DNA. Nucleic acids labeled with the OP-Cu and the Fe-EDTA protocols revealed high hybridization specificity in hybridization with DNA microchips containing oligonucleotide probes selected for identification of 16S rRNA sequences of the Bacillus group microorganisms. We also demonstrated cDNA- and cRNA-labeling and fragmentation with this method. Both the OP-Cu and Fe-EDTA fragmentation and labeling procedures are quick and inexpensive compared to other commonly used methods. A column-based version of the described method does not require centrifugation and therefore is promising for the automation of sample preparations in DNA microchip technology as well as in other nucleic acid hybridization studies.
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Affiliation(s)
- John J Kelly
- Northwestern University, Department of Civil Engineering, 2145 Sheridan Road, Evanston, IL 60208, USA
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Ohyama H, Mahadevappa M, Luukkaa H, Todd R, Warrington JA, Wong DTW. Use of laser capture microdissection-generated targets for hybridization of high-density oligonucleotide arrays. Methods Enzymol 2002; 356:323-33. [PMID: 12418211 DOI: 10.1016/s0076-6879(02)56946-9] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Affiliation(s)
- Hiroe Ohyama
- Division of Oral Pathology, Department of Oral Medicine and Diagnostic Sciences, Harvard School of Dental Medicine, Boston, Massachusetts 02115, USA
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Shakhnovich EA, King SJ, Weiser JN. Neuraminidase expressed by Streptococcus pneumoniae desialylates the lipopolysaccharide of Neisseria meningitidis and Haemophilus influenzae: a paradigm for interbacterial competition among pathogens of the human respiratory tract. Infect Immun 2002; 70:7161-4. [PMID: 12438402 PMCID: PMC133026 DOI: 10.1128/iai.70.12.7161-7164.2002] [Citation(s) in RCA: 83] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023] Open
Abstract
Both Neisseria meningitidis and Haemophilus influenzae are capable of mimicking host structures by decorating their lipopolysaccharides with sialic acid. We show that a neuraminidase expressed by Streptococcus pneumoniae (NanA) is able to desialylate the cell surfaces of both these species, which reside in and possibly compete for the same host niche.
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Affiliation(s)
- Elizabeth A Shakhnovich
- Department of Microbiology, University of Pennsylvania School of Medicine, Philadelphia 19104, USA
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Nelson BP, Liles MR, Frederick KB, Corn RM, Goodman RM. Label-free detection of 16S ribosomal RNA hybridization on reusable DNA arrays using surface plasmon resonance imaging. Environ Microbiol 2002; 4:735-43. [PMID: 12460281 DOI: 10.1046/j.1462-2920.2002.00350.x] [Citation(s) in RCA: 42] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
In this paper, we describe the detection of bacterial cell-extracted 16S ribosomal RNA (rRNA) using an emerging technology, surface plasmon resonance (SPR) imaging of DNA arrays. Surface plasmon resonance enables detection of molecular interactions on surfaces in response to changes in the index of refraction, therefore eliminating the need for a fluorescent or radioactive label. A variation of the more common SPR techniques, SPR imaging enables detection from multiple probes in a reusable array format. The arrays developed here contain DNA probes (15-21 bases) designed to be complementary to 16S rRNA gene sequences of Escherichia coli and Bacillus subtilis as well as to a highly conserved sequence found in rRNAs from most members of the domain Bacteria. We report species-specific hybridization of cell-extracted total RNA and in vitro transcribed 16S rRNA to oligonucleotide probes on SPR arrays. We tested multiple probe sequences for each species, and found that success or failure of hybridization was dependent upon probe position in the 16S rRNA molecule. It was also determined that one of the probes intended to bind 16S rRNA also bound an unknown protein. The amount of binding to these probes was quantified with SPR imaging. A detection limit of 2 micro g ml-1 was determined for fragmented E. coli total cellular RNA under the experimental conditions used. These results indicate the feasibility of using SPR imaging for 16S rRNA identification and encourage further development of this method for direct detection of other RNA molecules.
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Affiliation(s)
- Bryce P Nelson
- Department of Chemistry, University of Wisconsin-Madison, 1101 University Avenue, Madison, WI 53706-1396, USA
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Wagner C, Saizieu Ad AD, Schönfeld HJ, Kamber M, Lange R, Thompson CJ, Page MG. Genetic analysis and functional characterization of the Streptococcus pneumoniae vic operon. Infect Immun 2002; 70:6121-8. [PMID: 12379689 PMCID: PMC130280 DOI: 10.1128/iai.70.11.6121-6128.2002] [Citation(s) in RCA: 83] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023] Open
Abstract
The vic two-component signal transduction system of Streptococcus pneumoniae is essential for growth. The vic operon comprises three genes encoding the following: VicR, a response regulator of the OmpR family; VicK, its cognate histidine kinase; and VicX, a putative protein sharing 55% identity to the predicted product (YycJ) of an open reading frame in the Bacillus subtilis genome. We show that not only is vic essential for viability but it also influences virulence and competence. A putative transcriptional start site for the vic operon was mapped 16 bp upstream of the ATG codon of vicR. Only one transcript of 2.9 kb, encoding all three genes, was detected by Northern blot analysis. VicK, an atypical PAS domain-containing histidine kinase, can be autophosphorylated in vitro, and VicR functions in vitro as a phospho-acceptor protein. (PAS is an acronym formed from the names of the proteins in which the domains were first recognized: the Drosophila period clock protein [PER], vertebrate aryl hydrocarbon receptor nuclear translocator [ARNT], and Drosophila single-minded protein [SIM].) PAS domains are commonly involved in sensing intracellular signals such as redox potential, which suggests that the signal for vic might also originate in the cytoplasm. Growth rate, competence, and virulence were monitored in strains with mutations in the vic operon. Overexpression of the histidine kinase, VicK, resulted in decreased virulence, whereas the transformability of a null mutant decreased by 3 orders of magnitude.
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Affiliation(s)
- Christian Wagner
- F. Hoffmann-La Roche Ltd., 4070 Basel. Division of Microbiology, Biozentrum, University of Basel, 4056 Basel, Switzerland
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Muffler A, Bettermann S, Haushalter M, Hörlein A, Neveling U, Schramm M, Sorgenfrei O. Genome-wide transcription profiling of Corynebacterium glutamicum after heat shock and during growth on acetate and glucose. J Biotechnol 2002; 98:255-68. [PMID: 12141991 DOI: 10.1016/s0168-1656(02)00136-0] [Citation(s) in RCA: 69] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
To monitor the global gene expression of Corynebacterium glutamicum we established two formats of DNA-arrays on nylon membranes. We produced an ordered DNA-array of PCR fragments from a shotgun library of C. glutamicum representing a threefold coverage of the genome. With this format we studied genome-wide transcriptional changes after heat shock. Sequence and subsequent BLAST analysis of PCR fragments with elevated expression after heat shock revealed PCR fragments harboring genes that encode several proteins of the heat shock family, proteins of the oxidative stress response and proteins with unknown function. DNA-arrays based on PCR fragments representing 2804 annotated ORFs of C. glutamicum were used to monitor the transcript levels during growth on acetate and glucose. We determined minimal detectable ratios and compared labeling approaches with random hexamers and ORF-specific primers. ORF-based DNA-array analysis with different labeling approaches showed similar results: e.g. increased mRNA levels of the pta-ack operon, aceA, aceB and genes encoding phosphoenolpyruvate carboxykinase and enzymes of the citric acid cycle during growth on acetate and elevated mRNA levels of some enzymes of the glycolytic pathway and lactate dehydrogenase upon growth on glucose. These results demonstrate that shotgun DNA-arrays and ORF-based DNA-arrays are appropriate tools to study physiology of microorganism.
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Affiliation(s)
- Andrea Muffler
- Axaron Bioscience AG, Im Neuenheimer Feld 515, 69120 Heidelberg, Germany
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Mahadevan R, Edwards JS, Doyle FJ. Dynamic flux balance analysis of diauxic growth in Escherichia coli. Biophys J 2002; 83:1331-40. [PMID: 12202358 PMCID: PMC1302231 DOI: 10.1016/s0006-3495(02)73903-9] [Citation(s) in RCA: 577] [Impact Index Per Article: 25.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Abstract
Flux Balance Analysis (FBA) has been used in the past to analyze microbial metabolic networks. Typically, FBA is used to study the metabolic flux at a particular steady state of the system. However, there are many situations where the reprogramming of the metabolic network is important. Therefore, the dynamics of these metabolic networks have to be studied. In this paper, we have extended FBA to account for dynamics and present two different formulations for dynamic FBA. These two approaches were used in the analysis of diauxic growth in Escherichia coli. Dynamic FBA was used to simulate the batch growth of E. coli on glucose, and the predictions were found to qualitatively match experimental data. The dynamic FBA formalism was also used to study the sensitivity to the objective function. It was found that an instantaneous objective function resulted in better predictions than a terminal-type objective function. The constraints that govern the growth at different phases in the batch culture were also identified. Therefore, dynamic FBA provides a framework for analyzing the transience of metabolism due to metabolic reprogramming and for obtaining insights for the design of metabolic networks.
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Abstract
Bacterial resistance to present day antibiotics has become a dangerous threat to public health. Consequently, the pharmaceutical industry must provide new agents and novel classes to combat bacterial disease and to stay a step ahead of the rapid evolution of bacterial resistance mechanisms. The need for novel antibacterials has resulted in a search for previously unexplored targets for chemotherapy, utilising the new techniques of genomics to identify them. Several targets currently under investigation are involved in the process of bacterial virulence. These targets are unique in that their inhibition, by definition, should interfere with the process of infection rather than with bacterial viability. If successful, virulence inhibition may represent a 'kinder, gentler' approach to chemotherapy in which the pathogen is disarmed rather than killed outright.
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Affiliation(s)
- Lefa E Alksne
- Wyeth Research, 401 North Middletown Road, Pearl River, NY 10965, USA.
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Huang CZ, Fan MK, Li YF. Fluorescence microscopic quantification of DNA with α,β,γ,δ-tetrakis[4-(trimethylammonium)phenyl]porphine by a ring-like deposition technique. Anal Chim Acta 2002. [DOI: 10.1016/s0003-2670(02)00491-9] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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47
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Gill RT, Katsoulakis E, Schmitt W, Taroncher-Oldenburg G, Misra J, Stephanopoulos G. Genome-wide dynamic transcriptional profiling of the light-to-dark transition in Synechocystis sp. strain PCC 6803. J Bacteriol 2002; 184:3671-81. [PMID: 12057963 PMCID: PMC135141 DOI: 10.1128/jb.184.13.3671-3681.2002] [Citation(s) in RCA: 86] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
We report the results of whole-genome transcriptional profiling of the light-to-dark transition with the model photosynthetic prokaryote Synechocystis sp. strain PCC 6803 (Synechocystis). Experiments were conducted by growing Synechocystis cultures to mid-exponential phase and then exposing them to two cycles of light/dark conditions, during which RNA samples were obtained. These samples were probed with a full-genome DNA microarray (3,169 genes, 20 samples) as well as a partial-genome microarray (88 genes, 29 samples). We concluded that (i) 30-min sampling intervals accurately captured transcriptional dynamics throughout the light/dark transition, (ii) 25% of the Synechocystis genes (783 genes) responded positively to the presence of light, and (iii) the response dynamics varied greatly for individual genes, with a delay of up to 120 to 150 min for some genes. Four classes of genes were identified on the basis of their dynamic gene expression profiles: class I (108 genes, 30-min response time), class II (279 genes, 60 to 90 min), class III (258 genes, 120 to 150 min), and class IV (138 genes, 180 min). The dynamics of several transcripts from genes involved in photosynthesis and primary energy generation are discussed. Finally, we applied Fisher discriminant analysis to better visualize the progression of the overall transcriptional program throughout the light/dark transition and to determine those genes most indicative of the lighting conditions during growth.
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Affiliation(s)
- Ryan T Gill
- Department of Chemical Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, USA
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Chalker AF, Lunsford RD. Rational identification of new antibacterial drug targets that are essential for viability using a genomics-based approach. Pharmacol Ther 2002; 95:1-20. [PMID: 12163125 DOI: 10.1016/s0163-7258(02)00222-x] [Citation(s) in RCA: 49] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
In the last two decades, the search for completely novel antibacterial agents has acquired a new sense of urgency due to the remarkable rise of antibiotic resistance among key bacterial pathogens. More recently, the advent of bacterial genomics has provided investigators with the data and bioinformatic tools to rationally identify novel antibacterial targets and the genome-scaled methodologies to validate them. Only 6 years have elapsed since the publication of the first complete bacterial genome sequence, but more than 50 complete microbial genome sequences are now available. This review will discuss the advantages and limitations of the existing bacterial genome dataset for the rational identification of novel antibacterial targets. Since the ability to rapidly identify essential genes where loss of function is coincident with loss of viability is the most important task of genomics-based target validation, essentiality testing methodologies (in which molecular genetic techniques are used to determine whether or not a gene product is required for viability of the parent cell) will be surveyed and their amenability to genome-scaled analysis assessed. Finally, we will discuss the impact of bacterial genomics to date on the development of novel and effective antibiotics.
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Affiliation(s)
- Alison F Chalker
- Department of Project Team Leadership and Management, GlaxoSmithKline Pharmaceutical Research and Development, 1250 South Collegeville Road, Collegeville, PA 19426-0989, USA.
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Robertson GT, Ng WL, Foley J, Gilmour R, Winkler ME. Global transcriptional analysis of clpP mutations of type 2 Streptococcus pneumoniae and their effects on physiology and virulence. J Bacteriol 2002; 184:3508-20. [PMID: 12057945 PMCID: PMC135132 DOI: 10.1128/jb.184.13.3508-3520.2002] [Citation(s) in RCA: 118] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022] Open
Abstract
Streptococcus pneumoniae is an important human pathogen that contains single copies of genes encoding the ClpP and FtsH ATP-dependent proteases but lacks the Lon and HslV proteases. We constructed and characterized the phenotypes of clpP, clpC, and clpX deletion replacement mutants, which lack the ClpP protease subunit or the putative ClpC or ClpX ATPase specificity factor. A DeltaclpP mutant, but not a DeltaclpC or DeltaclpX mutant, of the virulent D39 type 2 strain of S. pneumoniae grew poorly at 30 degrees C and failed to grow at 40 degrees C. Despite this temperature sensitivity, transcription of the heat shock regulon determined by microarray analysis was induced in a DeltaclpP mutant, which was also more sensitive to oxidative stress by H2O2 and to puromycin than its clpP+ parent strain. A DeltaclpP mutant, but not a DeltaclpC mutant, was strongly attenuated for virulence in the murine lung and sepsis infection models. All of these phenotypes were complemented in a DeltaclpP/clpP+ merodiploid strain. Consistent with these complementation patterns, clpP was found to be in a monocistronic operon, whose transcription was induced about fivefold by heat shock in S. pneumoniae as determined by Northern and real-time reverse transcription-PCR analyses. Besides clpP, transcription of clpC, clpE, and clpL, but not clpX or ftsH, was induced by heat shock or entry into late exponential growth phase. Microarray analysis of DeltaclpP mutants showed a limited change in transcription pattern (approximately 80 genes) consistent with these phenotypes, including repression of genes involved in oxidative stress, metal ion transport, and virulence. In addition, transcription of the early and late competence regulon was induced in the DeltaclpP mutant, and competence gene expression and DNA uptake seemed to be constitutively induced throughout growth. Together, these results indicate that ClpP-mediated proteolysis plays a complex and central role in numerous pneumococcal stress responses, development of competence, and virulence.
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Affiliation(s)
- Gregory T Robertson
- Infectious Diseases Research, Lilly Research Laboratories, Indianapolis, Indiana 46285, USA
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50
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Suzuki K, Koike H, Matsui H, Ono Y, Hasumi M, Nakazato H, Okugi H, Sekine Y, Oki K, Ito K, Yamamoto T, Fukabori Y, Kurokawa K, Yamanaka H. Genistein, a soy isoflavone, induces glutathione peroxidase in the human prostate cancer cell lines LNCaP and PC-3. Int J Cancer 2002; 99:846-52. [PMID: 12115487 DOI: 10.1002/ijc.10428] [Citation(s) in RCA: 124] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
Genistein is a major component of soybean isoflavone and has multiple functions resulting in antitumor effects. Prostate cancer is 1 of the targets for the preventive role of genistein. We examined the effect of genistein on human prostate cancer (LNCaP and PC-3) cells. Proliferation of both cell lines was inhibited by genistein treatment in a dose-dependent manner. To obtain the gene expression profile of genistein in LNCaP cells, we performed cDNA microarray analysis. The expression of many genes, including apoptosis inhibitor (survivin), DNA topoisomerase II, cell division cycle 6 (CDC6) and mitogen-activated protein kinase 6 (MAPK 6), was downregulated. Expression levels were increased more than 2-fold in only 4 genes. The glutathione peroxidase (GPx)-1 gene expression level was the most upregulated. Quantitative real-time polymerase chain reaction revealed significant elevation of transcript levels of GPx-1 in both LNCaP and PC-3 cells. Upregulation of gene expression levels accompanied elevation of GPx enzyme activities. In contrast, no significant changes were observed in the gene expression levels and enzyme activities of the other antioxidant enzymes, superoxide dismutase and catalase. GPx activation might be one of the important characteristics of the effects of genistein on prostate cancer cells.
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Affiliation(s)
- Kazuhiro Suzuki
- Department of Urology, Gunma University School of Medicine, Maebashi, Japan.
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