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Gottesman S. Traveling with Terri: bacterial communities. Genes Dev 2023; 37:27-29. [PMID: 37061970 PMCID: PMC10046434 DOI: 10.1101/gad.350469.123] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/17/2023]
Affiliation(s)
- Susan Gottesman
- Laboratory of Molecular Biology, National Cancer Institute, Bethesda, Maryland 20892, USA
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2
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Chien CW, Chan YF, Shih PS, Kuan JE, Wu KF, Wu C, Wu WF. Regulation of metE + mRNA expression by FnrS small RNA in Salmonella enterica serovar Typhimurium. Microbiol Res 2019; 229:126319. [PMID: 31479952 DOI: 10.1016/j.micres.2019.126319] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2019] [Revised: 08/08/2019] [Accepted: 08/12/2019] [Indexed: 11/18/2022]
Abstract
Methionine is critical for variety of metabolic processes in biological organisms, acting as a precursor or intermediate for many final products. The last step for the synthesis of methionine is the methylation of homocysteine, which is catalyzed by MetE. Here, we use Salmonella enterica serovar Typhimurium LT2 to study the regulation of the metE+ gene by an anaerobically induced small non-coding RNA-FnrS, the expression of which is strictly dependent on the anaerobic regulator-FNR. The MetE-HA protein was expressed at an increased level in the fnrS- and hfq- deficient strains under anaerobic conditions. The Hfq protein is predicted to stabilize the binding between small RNA(s) and their target mRNA(s). A transcriptional (op) and translational (pr) metE::lacZ fusion gene were separately constructed, with the metE+-promoter fused to a lacZ reporter gene. In an anaerobic environment, the metE::lacZ (pr) fusion gene and reverse transcription-PCR identified that FnrS and/or FNR negatively regulate metE+ mRNA levels in the rich media. Analysis of FnrS revealed a sequence complementary to the 5' mRNA translational initiation region (TIR) of the metE+ gene. Mutation(s) predicted to disrupt base pairing between FnrS and metE+ TIR were constructed in fnrS, and most of those resulted in the loss of repressive activity. When compensatory mutation(s) were made in metE+ 5' TIR to restore base pairing with FnrS, the repressive regulation was completely restored. Therefore, in this study, we identified that in anaerobic phase, there is a repression of metE+ gene expression by FnrS and that base-paring, between both expressive transcripts, plays an important role for this negative regulation.
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MESH Headings
- Bacterial Proteins/genetics
- Bacterial Proteins/metabolism
- Base Pairing
- Base Sequence
- Gene Expression Regulation, Bacterial
- Gene Expression Regulation, Enzymologic
- Methyltransferases/chemistry
- Methyltransferases/genetics
- Methyltransferases/metabolism
- Nucleic Acid Conformation
- RNA, Bacterial/chemistry
- RNA, Bacterial/genetics
- RNA, Bacterial/metabolism
- RNA, Messenger/chemistry
- RNA, Messenger/genetics
- RNA, Messenger/metabolism
- RNA, Small Untranslated/chemistry
- RNA, Small Untranslated/genetics
- RNA, Small Untranslated/metabolism
- Salmonella typhimurium/enzymology
- Salmonella typhimurium/genetics
- Salmonella typhimurium/metabolism
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Affiliation(s)
- Chia-Wei Chien
- Department of Agricultural Chemistry, College of Bio-Resource and Agriculture, National Taiwan University, Taipei, Taiwan, ROC
| | - Yu-Feng Chan
- Department of Agricultural Chemistry, College of Bio-Resource and Agriculture, National Taiwan University, Taipei, Taiwan, ROC
| | - Po-Shu Shih
- Department of Agricultural Chemistry, College of Bio-Resource and Agriculture, National Taiwan University, Taipei, Taiwan, ROC
| | - Jung-En Kuan
- Department of Agricultural Chemistry, College of Bio-Resource and Agriculture, National Taiwan University, Taipei, Taiwan, ROC
| | - Ke-Feng Wu
- Department of Agricultural Chemistry, College of Bio-Resource and Agriculture, National Taiwan University, Taipei, Taiwan, ROC
| | - Cindy Wu
- Department of Agricultural Chemistry, College of Bio-Resource and Agriculture, National Taiwan University, Taipei, Taiwan, ROC
| | - Whei-Fen Wu
- Department of Agricultural Chemistry, College of Bio-Resource and Agriculture, National Taiwan University, Taipei, Taiwan, ROC.
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3
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Stormo GD. An Overview of RNA Sequence Analyses: Structure Prediction, ncRNA Gene Identification, and RNAi Design. ACTA ACUST UNITED AC 2018; 43:12.1.1-12.1.3. [DOI: 10.1002/0471250953.bi1201s43] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
- Gary D. Stormo
- Washington University School of Medicine Saint Louis Missouri
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4
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Mei L, Xu S, Lu P, Lin H, Guo Y, Wang Y. CsrB, a noncoding regulatory RNA, is required for BarA-dependent expression of biocontrol traits in Rahnella aquatilis HX2. PLoS One 2017; 12:e0187492. [PMID: 29091941 PMCID: PMC5665550 DOI: 10.1371/journal.pone.0187492] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2017] [Accepted: 10/21/2017] [Indexed: 11/18/2022] Open
Abstract
BACKGROUND Rahnella aquatilis is ubiquitous and its certain strains have the applicative potent as a plant growth-promoting rhizobacteria. R. aquatilis HX2 is a biocontrol agent to produce antibacterial substance (ABS) and showed efficient biocontrol against crown gall caused by Agrobacterium vitis on sunflower and grapevine plants. The regulatory network of the ABS production and biocontrol activity is still limited known. METHODOLOGY/PRINCIPAL FINDINGS In this study, a transposon-mediated mutagenesis strategy was used to investigate the regulators that involved in the biocontrol activity of R. aquatilis HX2. A 366-nt noncoding RNA CsrB was identified in vitro and in vivo, which regulated ABS production and biocontrol activity against crown gall on sunflower plants, respectively. The predicted product of noncoding RNA CsrB contains 14 stem-loop structures and an additional ρ-independent terminator harpin, with 23 characteristic GGA motifs in the loops and other unpaired regions. CsrB is required for ABS production and biocontrol activity in the biocontrol regulation by a two-component regulatory system BarA/UvrY in R. aquatilis HX2. CONCLUSION/SIGNIFICANCE The noncoding RNA CsrB regulates BarA-dependent ABS production and biocontrol activity in R. aquatilis HX2. To the best of our knowledge, this is the first report of noncoding RNA as a regulator for biocontrol function in R. aquatilis.
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Affiliation(s)
- Li Mei
- College of Forestry and Biotechnology, Zhejiang A&F University, Lin’An, China
| | - Sanger Xu
- College of Forestry and Biotechnology, Zhejiang A&F University, Lin’An, China
| | - Peng Lu
- College of Forestry and Biotechnology, Zhejiang A&F University, Lin’An, China
| | - Haiping Lin
- College of Forestry and Biotechnology, Zhejiang A&F University, Lin’An, China
| | - Yanbin Guo
- Department of Ecological Science and Engineering, College of Resources and Environmental Sciences, China Agricultural University, Beijing, China
| | - Yongjun Wang
- College of Forestry and Biotechnology, Zhejiang A&F University, Lin’An, China
- National and Provincial Joint Engineering Laboratory of Bio-pesticide Preparation, Lin’An, China
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5
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Nawaz MZ, Jian H, He Y, Xiong L, Xiao X, Wang F. Genome-Wide Detection of Small Regulatory RNAs in Deep-Sea Bacterium Shewanella piezotolerans WP3. Front Microbiol 2017; 8:1093. [PMID: 28663744 PMCID: PMC5471319 DOI: 10.3389/fmicb.2017.01093] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2017] [Accepted: 05/30/2017] [Indexed: 11/13/2022] Open
Abstract
Shewanella are one of the most abundant Proteobacteria in the deep-sea and are renowned for their versatile electron accepting capacities. The molecular mechanisms involved in their adaptation to diverse and extreme environments are not well understood. Small non-coding RNAs (sRNAs) are known for modulating the gene expression at transcriptional and posttranscriptional levels, subsequently playing a key role in microbial adaptation. To understand the potential roles of sRNAs in the adaptation of Shewanella toward deep-sea environments, here an in silico approach was utilized to detect the sRNAs in the genome of Shewanella piezotolerans WP3, a piezotolerant and psychrotolerant deep-sea iron reducing bacterium. After scanning 3673 sets of 5' and 3' UTRs of orthologous genes, 209 sRNA candidates were identified with high confidence in S. piezotolerans WP3. About 92% (193 out of 209) of these putative sRNAs belong to the class trans-encoded RNAs, suggesting that trans-regulatory RNAs are the dominant class of sRNAs in S. piezotolerans WP3. The remaining 16 cis-regulatory RNAs were validated through quantitative polymerase chain reaction. Five cis-sRNAs were further shown to act as cold regulated sRNAs. Our study provided additional evidence at the transcriptional level to decipher the microbial adaptation mechanisms to extreme environmental conditions.
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Affiliation(s)
- Muhammad Z Nawaz
- State Key Laboratory of Microbial Metabolism, School of Life Sciences and Biotechnology, Shanghai Jiao Tong UniversityShanghai, China.,State Key Laboratory of Ocean Engineering, Shanghai Jiao Tong UniversityShanghai, China
| | - Huahua Jian
- State Key Laboratory of Microbial Metabolism, School of Life Sciences and Biotechnology, Shanghai Jiao Tong UniversityShanghai, China
| | - Ying He
- State Key Laboratory of Microbial Metabolism, School of Life Sciences and Biotechnology, Shanghai Jiao Tong UniversityShanghai, China.,State Key Laboratory of Ocean Engineering, Shanghai Jiao Tong UniversityShanghai, China
| | - Lei Xiong
- State Key Laboratory of Microbial Metabolism, School of Life Sciences and Biotechnology, Shanghai Jiao Tong UniversityShanghai, China
| | - Xiang Xiao
- State Key Laboratory of Microbial Metabolism, School of Life Sciences and Biotechnology, Shanghai Jiao Tong UniversityShanghai, China.,State Key Laboratory of Ocean Engineering, Shanghai Jiao Tong UniversityShanghai, China
| | - Fengping Wang
- State Key Laboratory of Microbial Metabolism, School of Life Sciences and Biotechnology, Shanghai Jiao Tong UniversityShanghai, China.,State Key Laboratory of Ocean Engineering, Shanghai Jiao Tong UniversityShanghai, China
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6
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Willkomm S, Zander A, Grohmann D, Restle T. Mechanistic Insights into Archaeal and Human Argonaute Substrate Binding and Cleavage Properties. PLoS One 2016; 11:e0164695. [PMID: 27741323 PMCID: PMC5065165 DOI: 10.1371/journal.pone.0164695] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2016] [Accepted: 09/29/2016] [Indexed: 12/17/2022] Open
Abstract
Argonaute (Ago) proteins from all three domains of life are key players in processes that specifically regulate cellular nucleic acid levels. Some of these Ago proteins, among them human Argonaute2 (hAgo2) and Ago from the archaeal organism Methanocaldococcus jannaschii (MjAgo), are able to cleave nucleic acid target strands that are recognised via an Ago-associated complementary guide strand. Here we present an in-depth kinetic side-by-side analysis of hAgo2 and MjAgo guide and target substrate binding as well as target strand cleavage, which enabled us to disclose similarities and differences in the mechanistic pathways as a function of the chemical nature of the substrate. Testing all possible guide-target combinations (i.e. RNA/RNA, RNA/DNA, DNA/RNA and DNA/DNA) with both Ago variants we demonstrate that the molecular mechanism of substrate association is highly conserved among archaeal-eukaryotic Argonautes. Furthermore, we show that hAgo2 binds RNA and DNA guide strands in the same fashion. On the other hand, despite striking homology between the two Ago variants, MjAgo cannot orientate guide RNA substrates in a way that allows interaction with the target DNA in a cleavage-compatible orientation.
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Affiliation(s)
- Sarah Willkomm
- Institute of Molecular Medicine, Universitätsklinikum Schleswig-Holstein, Universität zu Lübeck, Lübeck, 23538, Germany
| | - Adrian Zander
- Department of Biochemistry, Genetics and Microbiology, Institute of Microbiology- Archaea Centre, University of Regensburg, Regensburg, 93053, Germany
| | - Dina Grohmann
- Department of Biochemistry, Genetics and Microbiology, Institute of Microbiology- Archaea Centre, University of Regensburg, Regensburg, 93053, Germany
| | - Tobias Restle
- Institute of Molecular Medicine, Universitätsklinikum Schleswig-Holstein, Universität zu Lübeck, Lübeck, 23538, Germany
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7
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Šulc P, Ouldridge TE, Romano F, Doye JPK, Louis AA. Modelling toehold-mediated RNA strand displacement. Biophys J 2016; 108:1238-47. [PMID: 25762335 DOI: 10.1016/j.bpj.2015.01.023] [Citation(s) in RCA: 34] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2014] [Revised: 01/18/2015] [Accepted: 01/26/2015] [Indexed: 12/24/2022] Open
Abstract
We study the thermodynamics and kinetics of an RNA toehold-mediated strand displacement reaction with a recently developed coarse-grained model of RNA. Strand displacement, during which a single strand displaces a different strand previously bound to a complementary substrate strand, is an essential mechanism in active nucleic acid nanotechnology and has also been hypothesized to occur in vivo. We study the rate of displacement reactions as a function of the length of the toehold and temperature and make two experimentally testable predictions: that the displacement is faster if the toehold is placed at the 5' end of the substrate; and that the displacement slows down with increasing temperature for longer toeholds.
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Affiliation(s)
- Petr Šulc
- Center for Studies in Physics and Biology, Rockefeller University, New York, New York; Rudolf Peierls Centre for Theoretical Physics, University of Oxford, Oxford, United Kingdom.
| | - Thomas E Ouldridge
- Rudolf Peierls Centre for Theoretical Physics, University of Oxford, Oxford, United Kingdom; Department of Mathematics, Imperial College, London, United Kingdom
| | - Flavio Romano
- Physical and Theoretical Chemistry Laboratory, Department of Chemistry, University of Oxford, Oxford, United Kingdom
| | - Jonathan P K Doye
- Physical and Theoretical Chemistry Laboratory, Department of Chemistry, University of Oxford, Oxford, United Kingdom
| | - Ard A Louis
- Rudolf Peierls Centre for Theoretical Physics, University of Oxford, Oxford, United Kingdom
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8
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Kaushik MS, Singh P, Tiwari B, Mishra AK. Ferric Uptake Regulator (FUR) protein: properties and implications in cyanobacteria. ANN MICROBIOL 2015. [DOI: 10.1007/s13213-015-1134-x] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
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9
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Abram F. Systems-based approaches to unravel multi-species microbial community functioning. Comput Struct Biotechnol J 2014; 13:24-32. [PMID: 25750697 PMCID: PMC4348430 DOI: 10.1016/j.csbj.2014.11.009] [Citation(s) in RCA: 38] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2014] [Revised: 11/25/2014] [Accepted: 11/26/2014] [Indexed: 01/24/2023] Open
Abstract
Some of the most transformative discoveries promising to enable the resolution of this century's grand societal challenges will most likely arise from environmental science and particularly environmental microbiology and biotechnology. Understanding how microbes interact in situ, and how microbial communities respond to environmental changes remains an enormous challenge for science. Systems biology offers a powerful experimental strategy to tackle the exciting task of deciphering microbial interactions. In this framework, entire microbial communities are considered as metaorganisms and each level of biological information (DNA, RNA, proteins and metabolites) is investigated along with in situ environmental characteristics. In this way, systems biology can help unravel the interactions between the different parts of an ecosystem ultimately responsible for its emergent properties. Indeed each level of biological information provides a different level of characterisation of the microbial communities. Metagenomics, metatranscriptomics, metaproteomics, metabolomics and SIP-omics can be employed to investigate collectively microbial community structure, potential, function, activity and interactions. Omics approaches are enabled by high-throughput 21st century technologies and this review will discuss how their implementation has revolutionised our understanding of microbial communities.
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Affiliation(s)
- Florence Abram
- Functional Environmental Microbiology, School of Natural Sciences, National University of Ireland Galway, University Road, Galway, Ireland
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10
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Remmele CW, Xian Y, Albrecht M, Faulstich M, Fraunholz M, Heinrichs E, Dittrich MT, Müller T, Reinhardt R, Rudel T. Transcriptional landscape and essential genes of Neisseria gonorrhoeae. Nucleic Acids Res 2014; 42:10579-95. [PMID: 25143534 PMCID: PMC4176332 DOI: 10.1093/nar/gku762] [Citation(s) in RCA: 62] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2014] [Revised: 08/07/2014] [Accepted: 08/08/2014] [Indexed: 02/06/2023] Open
Abstract
The WHO has recently classified Neisseria gonorrhoeae as a super-bacterium due to the rapid spread of antibiotic resistant derivatives and an overall dramatic increase in infection incidences. Genome sequencing has identified potential genes, however, little is known about the transcriptional organization and the presence of non-coding RNAs in gonococci. We performed RNA sequencing to define the transcriptome and the transcriptional start sites of all gonococcal genes and operons. Numerous new transcripts including 253 potentially non-coding RNAs transcribed from intergenic regions or antisense to coding genes were identified. Strikingly, strong antisense transcription was detected for the phase-variable opa genes coding for a family of adhesins and invasins in pathogenic Neisseria, that may have regulatory functions. Based on the defined transcriptional start sites, promoter motifs were identified. We further generated and sequenced a high density Tn5 transposon library to predict a core of 827 gonococcal essential genes, 133 of which have no known function. Our combined RNA-Seq and Tn-Seq approach establishes a detailed map of gonococcal genes and defines the first core set of essential gonococcal genes.
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Affiliation(s)
- Christian W Remmele
- Department of Bioinformatics, University of Würzburg, 97074 Würzburg, Germany
| | - Yibo Xian
- Department of Microbiology, University of Würzburg, 97074 Würzburg, Germany
| | - Marco Albrecht
- Department of Microbiology, University of Würzburg, 97074 Würzburg, Germany
| | - Michaela Faulstich
- Department of Microbiology, University of Würzburg, 97074 Würzburg, Germany
| | - Martin Fraunholz
- Department of Microbiology, University of Würzburg, 97074 Würzburg, Germany
| | | | - Marcus T Dittrich
- Department of Bioinformatics, University of Würzburg, 97074 Würzburg, Germany
| | - Tobias Müller
- Department of Bioinformatics, University of Würzburg, 97074 Würzburg, Germany
| | - Richard Reinhardt
- Max Planck-Genome-centre Cologne at MPI for Plant Breeding Research, 50829 Cologne, Germany
| | - Thomas Rudel
- Department of Microbiology, University of Würzburg, 97074 Würzburg, Germany
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11
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Affiliation(s)
- Gary M. Dunny
- Department of Microbiology, University of Minnesota, Minneapolis, Minnesota 55455;
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12
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Rederstorff M. Generation of cDNA libraries from RNP-derived regulatory noncoding RNAs. Methods Mol Biol 2012; 925:211-8. [PMID: 22907500 DOI: 10.1007/978-1-62703-011-3_14] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/10/2023]
Abstract
Next-generation sequencing of noncoding RNA (ncRNA) libraries has become an essential tool for the profiling of ncRNAs and the identification of novel ncRNA species. Here, we describe the generation of a ncRNA-derived complementary DNA (cDNA) library by 3'-tailing of ncRNAs by CTP and poly(A) polymerase, followed by 5'-adapter ligation by T4 RNA ligase and reverse transcription of ncRNAs with an oligo-d(G) anchor primer. Preliminary selection of ncRNAs from ribonucleoprotein particles (RNPs) enables a strong enrichment of the generated libraries with functional regulatory ncRNAs compared to classical approaches.
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Affiliation(s)
- Mathieu Rederstorff
- Biopôle, CNRS UMR 7214 AREMS, Université de Lorraine, Vandoeuvre-lès-Nancy, France.
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13
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Tattersall J, Rao GV, Runac J, Hackstadt T, Grieshaber SS, Grieshaber NA. Translation inhibition of the developmental cycle protein HctA by the small RNA IhtA is conserved across Chlamydia. PLoS One 2012; 7:e47439. [PMID: 23071807 PMCID: PMC3469542 DOI: 10.1371/journal.pone.0047439] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2011] [Accepted: 09/17/2012] [Indexed: 11/18/2022] Open
Abstract
The developmental cycle of the obligate intracellular pathogen Chlamydia trachomatis serovar L2 is controlled in part by the small non-coding RNA (sRNA), IhtA. All Chlamydia alternate in a regulated fashion between the infectious elementary body (EB) and the replicative reticulate body (RB) which asynchronously re-differentiates back to the terminal EB form at the end of the cycle. The histone like protein HctA is central to RB:EB differentiation late in the cycle as it binds to and occludes the genome, thereby repressing transcription and translation. The sRNA IhtA is a critical component of this regulatory loop as it represses translation of hctA until late in infection at which point IhtA transcription decreases, allowing HctA expression to occur and RB to EB differentiation to proceed. It has been reported that IhtA is expressed during infection by the human pathogens C. trachomatis serovars L2, D and L2b and C. pneumoniae. We show in this work that IhtA is also expressed by the animal pathogens C. caviae and C. muridarum. Expression of HctA in E. coli is lethal and co-expression of IhtA relieves this phenotype. To determine if regulation of HctA by IhtA is a conserved mechanism across pathogenic chlamydial species, we cloned hctA and ihtA from C. trachomatis serovar D, C. muridarum, C. caviae and C. pneumoniae and assayed for rescue of growth repression in E. coli co-expression studies. In each case, co-expression of ihtA with the cognate hctA resulted in relief of growth repression. In addition, expression of each chlamydial species IhtA rescued the lethal phenotype of C. trachomatis serovar L2 HctA expression. As biolayer interferometry studies indicate that IhtA interacts directly with hctA message for all species tested, we predict that conserved sequences of IhtA are necessary for function and/or binding.
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Affiliation(s)
- Jeremiah Tattersall
- Department of Oral Biology, College of Dentistry, University of Florida, Gainesville, Florida, United States of America
| | - Geeta Vittal Rao
- Department of Oral Biology, College of Dentistry, University of Florida, Gainesville, Florida, United States of America
| | - Justin Runac
- Department of Oral Biology, College of Dentistry, University of Florida, Gainesville, Florida, United States of America
| | - Ted Hackstadt
- Host-Parasite Interactions Section, Laboratory of Intracellular Parasites, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Rocky Mountain Laboratories, Hamilton, Montana, United States of America
| | - Scott S. Grieshaber
- Department of Oral Biology, College of Dentistry, University of Florida, Gainesville, Florida, United States of America
| | - Nicole A. Grieshaber
- Department of Oral Biology, College of Dentistry, University of Florida, Gainesville, Florida, United States of America
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14
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Small RNA fragments in complex culture media cause alterations in protein profiles of three species of bacteria. Biotechniques 2012; 52:167-72. [PMID: 22401549 DOI: 10.2144/000113819] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2008] [Accepted: 01/18/2012] [Indexed: 11/23/2022] Open
Abstract
Efforts to delineate the basis for variations in protein profiles of different membrane fractions from various bacterial pathogens led to the finding that even the same medium [e.g., Luria Bertani (LB) broth] purchased from different commercial sources generates remarkably dissimilar protein profiles despite similar growth characteristics. Given the pervasive roles small RNAs play in regulating gene expression, we inquired if these source-specific differences due to media arise from disparities in the presence of small RNAs. Indeed, LB media components from two different commercial suppliers contained varying, yet significant, amounts of 10-80 bp small RNAs. Removal of small RNA from LB using RNaseA during media preparation resulted in significant changes in bacterial protein expression profiles. Our studies underscore the fact that seemingly identical growth media can lead to dramatic alterations in protein expression patterns, highlighting the importance of utilizing media free of small RNA during bacteriological studies. Finally, these results raise the intriguing possibility that similar pools of small RNAs in the environment can influence bacterial adaptation.
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15
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Carter KK, Valdes JJ, Bentley WE. Pathway engineering via quorum sensing and sRNA riboregulators—Interconnected networks and controllers. Metab Eng 2012; 14:281-8. [DOI: 10.1016/j.ymben.2011.11.006] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2011] [Revised: 10/19/2011] [Accepted: 11/27/2011] [Indexed: 11/27/2022]
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16
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Amarasinghe JJ, Connell TD, Scannapieco FA, Haase EM. Novel iron-regulated and Fur-regulated small regulatory RNAs in Aggregatibacter actinomycetemcomitans. Mol Oral Microbiol 2012; 27:327-49. [PMID: 22958383 DOI: 10.1111/j.2041-1014.2012.00645.x] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
Iron can regulate biofilm formation via non-coding small RNA (sRNA). To determine if iron-regulated sRNAs are involved in biofilm formation by the periodontopathogen Aggregatibacter actinomycetemcomitans, total RNA was isolated from bacteria cultured with iron supplementation or chelation. Transcriptional analysis demonstrated that the expression of four sRNA molecules (JA01-JA04) identified by bioinformatics was significantly upregulated in iron-limited medium compared with iron-rich medium. A DNA fragment encoding each sRNA promoter was able to titrate Escherichia coli ferric uptake regulator (Fur) from a Fur-repressible reporter fusion in an iron uptake regulator titration assay. Cell lysates containing recombinant AaFur shifted the mobility of sRNA-specific DNAs in a gel shift assay. Potential targets of these sRNAs, determined in silico, included genes involved in biofilm formation. The A. actinomycetemcomitans overexpressing JA03 sRNA maintained a rough phenotype on agar, but no longer adhered to uncoated polystyrene or glass, although biofilm determinant gene expression was only modestly decreased. In summary, these sRNAs have the ability to modulate biofilm formation, but their functional target genes remain to be confirmed.
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Affiliation(s)
- J J Amarasinghe
- Department of Oral Biology, School of Dental Medicine, University at Buffalo, State University of New York, Buffalo, NY 14214, USA
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17
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Acebo P, Martin-Galiano AJ, Navarro S, Zaballos Á, Amblar M. Identification of 88 regulatory small RNAs in the TIGR4 strain of the human pathogen Streptococcus pneumoniae. RNA (NEW YORK, N.Y.) 2012; 18:530-546. [PMID: 22274957 PMCID: PMC3285940 DOI: 10.1261/rna.027359.111] [Citation(s) in RCA: 46] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/18/2011] [Accepted: 12/02/2011] [Indexed: 05/31/2023]
Abstract
Streptococcus pneumoniae is the main etiological agent of community-acquired pneumonia and a major cause of mortality and morbidity among children and the elderly. Genome sequencing of several pneumococcal strains revealed valuable information about the potential proteins and genetic diversity of this prevalent human pathogen. However, little is known about its transcriptional regulation and its small regulatory noncoding RNAs. In this study, we performed deep sequencing of the S. pneumoniae TIGR4 strain RNome to identify small regulatory RNA candidates expressed in this pathogen. We discovered 1047 potential small RNAs including intragenic, 5'- and/or 3'-overlapping RNAs and 88 small RNAs encoded in intergenic regions. With this approach, we recovered many of the previously identified intergenic small RNAs and identified 68 novel candidates, most of which are conserved in both sequence and genomic context in other S. pneumoniae strains. We confirmed the independent expression of 17 intergenic small RNAs and predicted putative mRNA targets for six of them using bioinformatics tools. Preliminary results suggest that one of these six is a key player in the regulation of competence development. This study is the biggest catalog of small noncoding RNAs reported to date in S. pneumoniae and provides a highly complete view of the small RNA network in this pathogen.
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Affiliation(s)
- Paloma Acebo
- Unidad de Patología Molecular del Neumococo, Centro Nacional de Microbiología, Instituto de Salud Carlos III, 28220 Majadahonda, Madrid, Spain
| | - Antonio J. Martin-Galiano
- Unidad de Genética Bacteriana, Centro Nacional de Microbiología, Instituto de Salud Carlos III, 28220 Majadahonda, Madrid, Spain
| | - Sara Navarro
- Unidad de Patología Molecular del Neumococo, Centro Nacional de Microbiología, Instituto de Salud Carlos III, 28220 Majadahonda, Madrid, Spain
- CIBER Enfermedades Respiratorias, 07110 Bunyola, Mallorca, Spain
| | - Ángel Zaballos
- Unidad de Genómica, Centro Nacional de Microbiología, Instituto de Salud Carlos III, 28220 Majadahonda, Madrid, Spain
| | - Mónica Amblar
- Unidad de Patología Molecular del Neumococo, Centro Nacional de Microbiología, Instituto de Salud Carlos III, 28220 Majadahonda, Madrid, Spain
- CIBER Enfermedades Respiratorias, 07110 Bunyola, Mallorca, Spain
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Ricci F, Vallée-Bélisle A, Plaxco KW. High-precision, in vitro validation of the sequestration mechanism for generating ultrasensitive dose-response curves in regulatory networks. PLoS Comput Biol 2011; 7:e1002171. [PMID: 21998566 PMCID: PMC3188500 DOI: 10.1371/journal.pcbi.1002171] [Citation(s) in RCA: 42] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2011] [Accepted: 07/10/2011] [Indexed: 01/20/2023] Open
Abstract
Our ability to recreate complex biochemical mechanisms in designed, artificial systems provides a stringent test of our understanding of these mechanisms and opens the door to their exploitation in artificial biotechnologies. Motivated by this philosophy, here we have recapitulated in vitro the “target sequestration” mechanism used by nature to improve the sensitivity (the steepness of the input/output curve) of many regulatory cascades. Specifically, we have employed molecular beacons, a commonly employed optical DNA sensor, to recreate the sequestration mechanism and performed an exhaustive, quantitative study of its key determinants (e.g., the relative concentrations and affinities of probe and depletant). We show that, using sequestration, we can narrow the pseudo-linear range of a traditional molecular beacon from 81-fold (i.e., the transition from 10% to 90% target occupancy spans an 81-fold change in target concentration) to just 1.5-fold. This narrowing of the dynamic range improves the sensitivity of molecular beacons to that equivalent of an oligomeric, allosteric receptor with a Hill coefficient greater than 9. Following this we have adapted the sequestration mechanism to steepen the binding-site occupancy curve of a common transcription factor by an order of magnitude over the sensitivity observed in the absence of sequestration. Given the success with which the sequestration mechanism has been employed by nature, we believe that this strategy could dramatically improve the performance of synthetic biological systems and artificial biosensors. Here we recreate in vitro the sequestration mechanism thought to underlie the extraordinary sensitivity (the steepness of the input/output function) of a number of genetic networks. We do so first using fluorescent molecular beacons, a well-established, DNA-based biosensor architecture, as our model system. The experimental parameters that define this in vitro model can be controlled with great precision, allowing us to dissect and test a quantitative model of sequestration in unprecedented detail. Following on this we employ the sequestration mechanism to steepen the binding-site occupancy curve of a common transcription factor by an order of magnitude over the sensitivity observed in the absence of sequestration. Our study thus highlights the versatility with which this approach can be used to improve the performance of both synthetic biological systems and artificial biosensors.
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Affiliation(s)
- Francesco Ricci
- Department of Chemistry and Biochemistry, University of California, Santa Barbara, California, United States of America
- Dipartimento di Scienze e Tecnologie Chimiche, University of Rome, Tor Vergata, Rome, Italy
- Consorzio Interuniversitario Biostrutture e Biosistemi “INBB”, Rome, Italy
| | - Alexis Vallée-Bélisle
- Department of Chemistry and Biochemistry, University of California, Santa Barbara, California, United States of America
| | - Kevin W. Plaxco
- Department of Chemistry and Biochemistry, University of California, Santa Barbara, California, United States of America
- Interdepartmental Program in Biomolecular Science and Engineering, University of California, Santa Barbara, California, United States of America
- * E-mail:
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Gosalbes MJ, Durbán A, Pignatelli M, Abellan JJ, Jiménez-Hernández N, Pérez-Cobas AE, Latorre A, Moya A. Metatranscriptomic approach to analyze the functional human gut microbiota. PLoS One 2011; 6:e17447. [PMID: 21408168 PMCID: PMC3050895 DOI: 10.1371/journal.pone.0017447] [Citation(s) in RCA: 237] [Impact Index Per Article: 18.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2010] [Accepted: 02/03/2011] [Indexed: 02/07/2023] Open
Abstract
The human gut is the natural habitat for a large and dynamic bacterial community that has a great relevance for health. Metagenomics is increasing our knowledge of gene content as well as of functional and genetic variability in this microbiome. However, little is known about the active bacteria and their function(s) in the gastrointestinal tract. We performed a metatranscriptomic study on ten healthy volunteers to elucidate the active members of the gut microbiome and their functionality under conditions of health. First, the microbial cDNAs obtained from each sample were sequenced using 454 technology. The analysis of 16S transcripts showed the phylogenetic structure of the active microbial community. Lachnospiraceae, Ruminococcaceae, Bacteroidaceae, Prevotellaceae, and Rickenellaceae were the predominant families detected in the active microbiota. The characterization of mRNAs revealed a uniform functional pattern in healthy individuals. The main functional roles of the gut microbiota were carbohydrate metabolism, energy production and synthesis of cellular components. In contrast, housekeeping activities such as amino acid and lipid metabolism were underrepresented in the metatranscriptome. Our results provide new insights into the functionality of the complex gut microbiota in healthy individuals. In this RNA-based survey, we also detected small RNAs, which are important regulatory elements in prokaryotic physiology and pathogenicity.
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Affiliation(s)
- María José Gosalbes
- Unidad Mixta de Investigación en Genómica y Salud-Centro Superior Investigación en Salud Pública (Generalitat Valenciana)/Instituto Cavanilles de Biodiversidad y Biología Evolutiva (Universitat de València), València, Spain
- CIBER en Epidemiología y Salud Pública, València, Spain
| | - Ana Durbán
- Unidad Mixta de Investigación en Genómica y Salud-Centro Superior Investigación en Salud Pública (Generalitat Valenciana)/Instituto Cavanilles de Biodiversidad y Biología Evolutiva (Universitat de València), València, Spain
- CIBER en Epidemiología y Salud Pública, València, Spain
| | - Miguel Pignatelli
- Unidad Mixta de Investigación en Genómica y Salud-Centro Superior Investigación en Salud Pública (Generalitat Valenciana)/Instituto Cavanilles de Biodiversidad y Biología Evolutiva (Universitat de València), València, Spain
- CIBER en Epidemiología y Salud Pública, València, Spain
| | - Juan José Abellan
- Unidad Mixta de Investigación en Genómica y Salud-Centro Superior Investigación en Salud Pública (Generalitat Valenciana)/Instituto Cavanilles de Biodiversidad y Biología Evolutiva (Universitat de València), València, Spain
- CIBER en Epidemiología y Salud Pública, València, Spain
| | - Nuria Jiménez-Hernández
- Unidad Mixta de Investigación en Genómica y Salud-Centro Superior Investigación en Salud Pública (Generalitat Valenciana)/Instituto Cavanilles de Biodiversidad y Biología Evolutiva (Universitat de València), València, Spain
- CIBER en Epidemiología y Salud Pública, València, Spain
| | - Ana Elena Pérez-Cobas
- Unidad Mixta de Investigación en Genómica y Salud-Centro Superior Investigación en Salud Pública (Generalitat Valenciana)/Instituto Cavanilles de Biodiversidad y Biología Evolutiva (Universitat de València), València, Spain
| | - Amparo Latorre
- Unidad Mixta de Investigación en Genómica y Salud-Centro Superior Investigación en Salud Pública (Generalitat Valenciana)/Instituto Cavanilles de Biodiversidad y Biología Evolutiva (Universitat de València), València, Spain
- CIBER en Epidemiología y Salud Pública, València, Spain
| | - Andrés Moya
- Unidad Mixta de Investigación en Genómica y Salud-Centro Superior Investigación en Salud Pública (Generalitat Valenciana)/Instituto Cavanilles de Biodiversidad y Biología Evolutiva (Universitat de València), València, Spain
- CIBER en Epidemiología y Salud Pública, València, Spain
- * E-mail:
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Siddique A, Buisine N, Chalmers R. The transposon-like Correia elements encode numerous strong promoters and provide a potential new mechanism for phase variation in the meningococcus. PLoS Genet 2011; 7:e1001277. [PMID: 21283790 PMCID: PMC3024310 DOI: 10.1371/journal.pgen.1001277] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2010] [Accepted: 12/14/2010] [Indexed: 01/05/2023] Open
Abstract
Neisseria meningitidis is the primary causative agent of bacterial meningitis. The genome is rich in repetitive DNA and almost 2% is occupied by a diminutive transposon called the Correia element. Here we report a bioinformatic analysis defining eight subtypes of the element with four distinct types of ends. Transcriptional analysis, using PCR and a lacZ reporter system, revealed that two ends in particular encode strong promoters. The activity of the strongest promoter is dictated by a recurrent polymorphism (Y128) at the right end of the element. We highlight examples of elements that appear to drive transcription of adjacent genes and others that may express small non-coding RNAs. Pair-wise comparisons between three meningococcal genomes revealed that no more than two-thirds of Correia elements maintain their subtype at any particular locus. This is due to recombinational class switching between elements in a single strain. Upon switching subtype, a new allele is available to spread through the population by natural transformation. This process may represent a hitherto unrecognized mechanism for phase variation in the meningococcus. We conclude that the strain-to-strain variability of the Correia elements, and the large number of strong promoters encoded by them, allows for potentially widespread effects within the population as a whole. By defining the strength of the promoters encoded by the eight subtypes of Correia ends, we provide a resource that allows the transcriptional effects of a particular subtype at a given locus to be predicted.
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MESH Headings
- Base Sequence
- Computational Biology
- DNA Transposable Elements/genetics
- Evolution, Molecular
- Gene Expression Regulation, Bacterial
- Genome, Bacterial
- Humans
- Meningitis, Meningococcal/microbiology
- Molecular Sequence Data
- Neisseria gonorrhoeae/genetics
- Neisseria meningitidis/genetics
- Polymorphism, Single Nucleotide
- Promoter Regions, Genetic
- RNA, Small Untranslated/genetics
- Recombination, Genetic
- Repetitive Sequences, Nucleic Acid/genetics
- Transcription, Genetic
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Affiliation(s)
- Azeem Siddique
- School of Biomedical Sciences, University of Nottingham, Queen's Medical Centre, Nottingham, United Kingdom
| | - Nicolas Buisine
- Evolution des Régulation Endocriniennes, Museum National d'Histoire Naturelle, Paris, France
| | - Ronald Chalmers
- School of Biomedical Sciences, University of Nottingham, Queen's Medical Centre, Nottingham, United Kingdom
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Nishino K, Yamasaki S, Hayashi-Nishino M, Yamaguchi A. Effect of overexpression of small non-coding DsrA RNA on multidrug efflux in Escherichia coli. J Antimicrob Chemother 2010; 66:291-6. [PMID: 21088020 DOI: 10.1093/jac/dkq420] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
OBJECTIVES Several putative and proven drug efflux pumps are present in Escherichia coli. Because many such efflux pumps have overlapping substrate spectra, it is intriguing that bacteria, with their economically organized genomes, harbour such large sets of multidrug efflux genes. To understand how bacteria utilize these multiple efflux pumps, it is important to elucidate the process of pump expression regulation. The aim of this study was to determine a regulator of the multidrug efflux pump in this organism. METHODS We screened a genomic library of E. coli for genes that decreased drug susceptibility in this organism. The library was developed from the chromosomal DNA of the MG1655 strain, and then the recombinant plasmids were transformed into an acrB-deleted strain. Transformants were screened for resistance to various antibiotics including oxacillin. RESULTS We found that the multidrug susceptibilities of the acrB-deleted strain were decreased by the overexpression of small non-coding DsrA RNA as well as by the overexpression of known regulators of multidrug efflux pumps. Plasmids carrying the dsrA gene conferred resistance to oxacillin, cloxacillin, erythromycin, rhodamine 6G and novobiocin. DsrA decreased the accumulation of ethidium bromide in E. coli cells. Furthermore, expression of mdtE was significantly increased by dsrA overexpression, and the decreased multidrug susceptibilities modulated by DsrA were dependent on the MdtEF efflux pump. CONCLUSIONS These results indicate that DsrA modulates multidrug efflux through activation of genes encoding the MdtEF pump in E. coli.
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Affiliation(s)
- Kunihiko Nishino
- Laboratory of Microbiology and Infectious Diseases, Institute of Scientific and Industrial Research, Osaka University, 8-1 Mihogaoka, Ibaraki, Osaka 567-047, Japan
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22
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Giangrossi M, Prosseda G, Tran CN, Brandi A, Colonna B, Falconi M. A novel antisense RNA regulates at transcriptional level the virulence gene icsA of Shigella flexneri. Nucleic Acids Res 2010; 38:3362-75. [PMID: 20129941 PMCID: PMC2879508 DOI: 10.1093/nar/gkq025] [Citation(s) in RCA: 71] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2009] [Revised: 12/30/2009] [Accepted: 01/11/2010] [Indexed: 12/26/2022] Open
Abstract
The virulence gene icsA of Shigella flexneri encodes an invasion protein crucial for host colonization by pathogenic bacteria. Within the intergenic region virA-icsA, we have discovered a new gene that encodes a non-translated antisense RNA (named RnaG), transcribed in cis on the complementary strand of icsA. In vitro transcription assays show that RnaG promotes premature termination of transcription of icsA mRNA. Transcriptional inhibition is also observed in vivo by monitoring the expression profile in Shigella by real-time polymerase chain reaction and when RnaG is provided in trans. Chemical and enzymatic probing of the leader region of icsA mRNA either free or bound to RnaG indicate that upon hetero-duplex formation an intrinsic terminator, leading to transcription block, is generated on the nascent icsA mRNA. Mutations in the hairpin structure of the proposed terminator impair the RnaG mediated-regulation of icsA transcription. This study represents the first evidence of transcriptional attenuation mechanism caused by a small RNA in Gram-negative bacteria. We also present data on the secondary structure of the antisense region of RnaG. In addition, alternatively silencing icsA and RnaG promoters, we find that transcription from the strong RnaG promoter reduces the activity of the weak convergent icsA promoter through the transcriptional interference regulation.
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Affiliation(s)
- Mara Giangrossi
- Laboratory of Molecular Genetics, Department of Biology MCA, University of Camerino, 62032 Camerino, MC, Italy
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23
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Albrecht M, Sharma CM, Reinhardt R, Vogel J, Rudel T. Deep sequencing-based discovery of the Chlamydia trachomatis transcriptome. Nucleic Acids Res 2009; 38:868-77. [PMID: 19923228 PMCID: PMC2817459 DOI: 10.1093/nar/gkp1032] [Citation(s) in RCA: 159] [Impact Index Per Article: 10.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2023] Open
Abstract
Chlamydia trachomatis is an obligate intracellular pathogenic bacterium that has been refractory to genetic manipulations. Although the genomes of several strains have been sequenced, very little information is available on the gene structure of these bacteria. We used deep sequencing to define the transcriptome of purified elementary bodies (EB) and reticulate bodies (RB) of C. trachomatis L2b, respectively. Using an RNA-seq approach, we have mapped 363 transcriptional start sites (TSS) of annotated genes. Semi-quantitative analysis of mapped cDNA reads revealed differences in the RNA levels of 84 genes isolated from EB and RB, respectively. We have identified and in part confirmed 42 genome- and 1 plasmid-derived novel non-coding RNAs. The genome encoded non-coding RNA, ctrR0332 was one of the most abundantly and differentially expressed RNA in EB and RB, implying an important role in the developmental cycle of C. trachomatis. The detailed map of TSS in a thus far unprecedented resolution as a complement to the genome sequence will help to understand the organization, control and function of genes of this important pathogen.
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Affiliation(s)
- Marco Albrecht
- University of Würzburg, Biocentre, Department of Microbiology, Am Hubland, D-97074 Würzburg, Germany
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Transcriptional analysis of the lysine-responsive and riboswitch-regulated lysC gene of Bacillus subtilis. Curr Microbiol 2009; 59:463-8. [PMID: 19636616 DOI: 10.1007/s00284-009-9461-4] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2009] [Accepted: 07/09/2009] [Indexed: 10/20/2022]
Abstract
About 2% of the Bacillus subtilis genes are subject to regulation by riboswitch-controlled mechanisms. One of them is the L-lysine-dependent lysC gene which is turned on when the L-lysine concentration within the cytoplasm is low. In the presence of a high L-lysine concentration, only a 0.27-kb transcript is synthesized representing the riboswitch due to transcription termination. When the L-lysine concentration is low, the full-length 1.6-kb transcript is produced due to transcription anti-termination. Here, we show for the first time that even under conditions of transcription anti-termination the truncated form of the RNA is still predominant. This 0.27-kb transcript is neither the result of enhanced stability nor does it result from processing of the full-length transcript. When the region coding for the transcription terminator was removed, the riboswitch RNA failed to be produced. These data were confirmed by analysis of a transcriptional fusion between the promoter-riboswitch region of lysC with and without a functional transcriptional terminator and the lacZ reporter gene. The putative function(s) of the riboswitch under conditions of low L-lysine concentration is discussed.
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25
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Shi Y, Tyson GW, DeLong EF. Metatranscriptomics reveals unique microbial small RNAs in the ocean's water column. Nature 2009; 459:266-9. [PMID: 19444216 DOI: 10.1038/nature08055] [Citation(s) in RCA: 178] [Impact Index Per Article: 11.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2008] [Accepted: 04/09/2009] [Indexed: 01/01/2023]
Abstract
Microbial gene expression in the environment has recently been assessed via pyrosequencing of total RNA extracted directly from natural microbial assemblages. Several such 'metatranscriptomic' studies have reported that many complementary DNA sequences shared no significant homology with known peptide sequences, and so might represent transcripts from uncharacterized proteins. Here we report that a large fraction of cDNA sequences detected in microbial metatranscriptomic data sets are comprised of well-known small RNAs (sRNAs), as well as new groups of previously unrecognized putative sRNAs (psRNAs). These psRNAs mapped specifically to intergenic regions of microbial genomes recovered from similar habitats, displayed characteristic conserved secondary structures and were frequently flanked by genes that indicated potential regulatory functions. Depth-dependent variation of psRNAs generally reflected known depth distributions of broad taxonomic groups, but fine-scale differences in the psRNAs within closely related populations indicated potential roles in niche adaptation. Genome-specific mapping of a subset of psRNAs derived from predominant planktonic species such as Pelagibacter revealed recently discovered as well as potentially new regulatory elements. Our analyses show that metatranscriptomic data sets can reveal new information about the diversity, taxonomic distribution and abundance of sRNAs in naturally occurring microbial communities, and indicate their involvement in environmentally relevant processes including carbon metabolism and nutrient acquisition.
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Affiliation(s)
- Yanmei Shi
- Department of Civil and Environmental Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, USA
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26
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Xu X, Ji Y, Stormo GD. Discovering cis-regulatory RNAs in Shewanella genomes by Support Vector Machines. PLoS Comput Biol 2009; 5:e1000338. [PMID: 19343219 PMCID: PMC2659441 DOI: 10.1371/journal.pcbi.1000338] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2008] [Accepted: 02/24/2009] [Indexed: 12/31/2022] Open
Abstract
An increasing number of cis-regulatory RNA elements have been found to regulate gene expression post-transcriptionally in various biological processes in bacterial systems. Effective computational tools for large-scale identification of novel regulatory RNAs are strongly desired to facilitate our exploration of gene regulation mechanisms and regulatory networks. We present a new computational program named RSSVM (RNA Sampler+Support Vector Machine), which employs Support Vector Machines (SVMs) for efficient identification of functional RNA motifs from random RNA secondary structures. RSSVM uses a set of distinctive features to represent the common RNA secondary structure and structural alignment predicted by RNA Sampler, a tool for accurate common RNA secondary structure prediction, and is trained with functional RNAs from a variety of bacterial RNA motif/gene families covering a wide range of sequence identities. When tested on a large number of known and random RNA motifs, RSSVM shows a significantly higher sensitivity than other leading RNA identification programs while maintaining the same false positive rate. RSSVM performs particularly well on sets with low sequence identities. The combination of RNA Sampler and RSSVM provides a new, fast, and efficient pipeline for large-scale discovery of regulatory RNA motifs. We applied RSSVM to multiple Shewanella genomes and identified putative regulatory RNA motifs in the 5′ untranslated regions (UTRs) in S. oneidensis, an important bacterial organism with extraordinary respiratory and metal reducing abilities and great potential for bioremediation and alternative energy generation. From 1002 sets of 5′-UTRs of orthologous operons, we identified 166 putative regulatory RNA motifs, including 17 of the 19 known RNA motifs from Rfam, an additional 21 RNA motifs that are supported by literature evidence, 72 RNA motifs overlapping predicted transcription terminators or attenuators, and other candidate regulatory RNA motifs. Our study provides a list of promising novel regulatory RNA motifs potentially involved in post-transcriptional gene regulation. Combined with the previous cis-regulatory DNA motif study in S. oneidensis, this genome-wide discovery of cis-regulatory RNA motifs may offer more comprehensive views of gene regulation at a different level in this organism. The RSSVM software, predictions, and analysis results on Shewanella genomes are available at http://ural.wustl.edu/resources.html#RSSVM. RNA is remarkably versatile, acting not only as messengers to transfer genetic information from DNA to protein but also as critical structural components and catalytic enzymes in the cell. More intriguingly, RNA elements in messenger RNAs have been widely found in bacteria to control the expression of their downstream genes. The functions of these RNA elements are intrinsically linked to their secondary structures, which are usually conserved across multiple closely related species during evolution and often shared by genes in the same metabolic pathways. We developed a new computational approach to find putative functional RNA elements by looking for conserved RNA secondary structures that are distinguished from random RNA secondary structures in the orthologous RNA sequences from related species. We applied this approach to multiple Shewanella genomes and predicted putative regulatory RNA elements in Shewanella oneidensis, a bacterium that has extraordinary respiratory and metal reducing abilities and great potential for bioremediation and alternative energy generation. Our findings not only recovered many RNA elements that are known or supported by literature evidence but also included exciting novel RNA elements for further exploration.
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Affiliation(s)
- Xing Xu
- Department of Genetics, Washington University School of Medicine, St. Louis, Missouri, United States of America
| | - Yongmei Ji
- Department of Genetics, Washington University School of Medicine, St. Louis, Missouri, United States of America
| | - Gary D. Stormo
- Department of Genetics, Washington University School of Medicine, St. Louis, Missouri, United States of America
- * E-mail:
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27
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Messenger RNA Turnover Processes in Escherichia coli, Bacillus subtilis, and Emerging Studies in Staphylococcus aureus. Int J Microbiol 2009; 2009:525491. [PMID: 19936110 PMCID: PMC2777011 DOI: 10.1155/2009/525491] [Citation(s) in RCA: 60] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2008] [Accepted: 11/14/2008] [Indexed: 11/17/2022] Open
Abstract
The regulation of mRNA turnover is a recently appreciated phenomenon by which bacteria modulate gene expression. This review outlines the mechanisms by which three major classes of bacterial trans-acting factors, ribonucleases (RNases), RNA binding proteins, and small noncoding RNAs (sRNA), regulate the transcript stability and protein production of target genes. Because the mechanisms of RNA decay and maturation are best characterized in Escherichia coli, the majority of this review will focus on how these factors modulate mRNA stability in this organism. However, we also address the effects of RNases, RNA binding proteins, sRNAs on mRNA turnover, and gene expression in Bacillus subtilis, which has served as a model for studying RNA processing in gram-positive organisms. We conclude by discussing emerging studies on the role modulating mRNA stability has on gene expression in the important human pathogen Staphylococcus aureus.
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Abstract
In Escherichia coli, the gcvB gene encodes a nontranslated RNA (referred to as GcvB) that regulates OppA and DppA, two periplasmic binding proteins for the oligopeptide and dipeptide transport systems. An additional regulatory target of GcvB, sstT, was found by microarray analysis of RNA isolated from a wild-type strain and a gcvB deletion strain grown to mid-log phase in Luria-Bertani broth. The SstT protein functions to transport L-serine and L-threonine by sodium transport into the cell. Reverse transcription-PCR and translational fusions confirmed that GcvB negatively regulates sstT mRNA levels in cells grown in Luria-Bertani broth. A series of transcriptional fusions identified a region of sstT mRNA upstream of the ribosome binding site needed for negative regulation by GcvB. Analysis of the GcvB RNA identified a sequence complementary to this region of the sstT mRNA. The region of GcvB complementary to sstT mRNA is the same region of GcvB identified to regulate the dppA and oppA mRNAs. Mutations predicted to disrupt base pairing between sstT mRNA and GcvB were made in gcvB, which resulted in the identification of a small region of GcvB necessary for negative regulation of sstT-lacZ. Additionally, the RNA chaperone protein Hfq was found to be necessary for GcvB to negatively regulate sstT-lacZ in Luria-Bertani broth and glucose minimal medium supplemented with glycine. The sstT mRNA is the first target found to be regulated by GcvB in glucose minimal medium supplemented with glycine.
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29
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Buchler NE, Louis M. Molecular titration and ultrasensitivity in regulatory networks. J Mol Biol 2008; 384:1106-19. [PMID: 18938177 DOI: 10.1016/j.jmb.2008.09.079] [Citation(s) in RCA: 189] [Impact Index Per Article: 11.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2008] [Revised: 09/21/2008] [Accepted: 09/26/2008] [Indexed: 11/24/2022]
Abstract
Protein sequestration occurs when an active protein is sequestered by a repressor into an inactive complex. Using mathematical and computational modeling, we show how this regulatory mechanism (called "molecular titration") can generate ultrasensitive or "all-or-none" responses that are equivalent to highly cooperative processes. The ultrasensitive nature of the input-output response is mainly determined by two parameters: the dimer dissociation constant and the repressor concentration. Because in vivo concentrations are tunable through a variety of mechanisms, molecular titration represents a flexible mechanism for generating ultrasensitivity. Using physiological parameters, we report how details of in vivo protein degradation affect the strength of the ultrasensitivity at steady state. Given that developmental systems often transduce signals into cell-fate decisions on timescales incompatible with steady state, we further examine whether molecular titration can produce ultrasensitive responses within physiologically relevant time intervals. Using Drosophila somatic sex determination as a developmental paradigm, we demonstrate that molecular titration can generate ultrasensitivity on timescales compatible with most cell-fate decisions. Gene duplication followed by loss-of-function mutations can create dominant negatives that titrate and compete with the original protein. Dominant negatives are abundant in gene regulatory circuits, and our results suggest that molecular titration might be generating an ultrasensitive response in these networks.
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Affiliation(s)
- Nicolas E Buchler
- Center for Studies in Physics and Biology, The Rockefeller University, 1230 York Avenue, New York, NY 10065, USA.
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The distributions, mechanisms, and structures of metabolite-binding riboswitches. Genome Biol 2008; 8:R239. [PMID: 17997835 PMCID: PMC2258182 DOI: 10.1186/gb-2007-8-11-r239] [Citation(s) in RCA: 365] [Impact Index Per Article: 22.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2007] [Revised: 10/01/2007] [Accepted: 11/12/2007] [Indexed: 12/21/2022] Open
Abstract
BACKGROUND Riboswitches are noncoding RNA structures that appropriately regulate genes in response to changing cellular conditions. The expression of many proteins involved in fundamental metabolic processes is controlled by riboswitches that sense relevant small molecule ligands. Metabolite-binding riboswitches that recognize adenosylcobalamin (AdoCbl), thiamin pyrophosphate (TPP), lysine, glycine, flavin mononucleotide (FMN), guanine, adenine, glucosamine-6-phosphate (GlcN6P), 7-aminoethyl 7-deazaguanine (preQ1), and S-adenosylmethionine (SAM) have been reported. RESULTS We have used covariance model searches to identify examples of ten widespread riboswitch classes in the genomes of organisms from all three domains of life. This data set rigorously defines the phylogenetic distributions of these riboswitch classes and reveals how their gene control mechanisms vary across different microbial groups. By examining the expanded aptamer sequence alignments resulting from these searches, we have also re-evaluated and refined their consensus secondary structures. Updated riboswitch structure models highlight additional RNA structure motifs, including an unusual double T-loop arrangement common to AdoCbl and FMN riboswitch aptamers, and incorporate new, sometimes noncanonical, base-base interactions predicted by a mutual information analysis. CONCLUSION Riboswitches are vital components of many genomes. The additional riboswitch variants and updated aptamer structure models reported here will improve future efforts to annotate these widespread regulatory RNAs in genomic sequences and inform ongoing structural biology efforts. There remain significant questions about what physiological and evolutionary forces influence the distributions and mechanisms of riboswitches and about what forms of regulation substitute for riboswitches that appear to be missing in certain lineages.
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Stormo GD. An overview of RNA structure prediction and applications to RNA gene prediction and RNAi design. ACTA ACUST UNITED AC 2008; Chapter 12:Unit 12.1. [PMID: 18428758 DOI: 10.1002/0471250953.bi1201s13] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
This unit briefly describes the two fundamentally different methods for predicting RNA structures. The first is to find that structure with the minimum free energy of folding, as predicted by various thermodynamic parameters related to base-pair stacking, loop lengths, and other features. If one has only a single sequence, this thermodynamic approach is the best available method. The second fundamental approach to RNA structure prediction is to use multiple, homologous sequences for which one can infer a common structure, and then try and predict a structure common to all of the sequences. Such an approach is referred to as a comparative method or phylogenetic method of RNA structure prediction.
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Affiliation(s)
- Gary D Stormo
- Washington University School of Medicine, St. Louis, Missouri, USA
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Pandey SP, Shahi P, Gase K, Baldwin IT. Herbivory-induced changes in the small-RNA transcriptome and phytohormone signaling in Nicotiana attenuata. Proc Natl Acad Sci U S A 2008; 105:4559-64. [PMID: 18339806 PMCID: PMC2290812 DOI: 10.1073/pnas.0711363105] [Citation(s) in RCA: 102] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2007] [Indexed: 01/18/2023] Open
Abstract
Phytohormones mediate the perception of insect-specific signals and the elicitation of defenses during insect attack. Large-scale changes in a plant's transcriptome ensue, but how these changes are regulated remains unknown. Silencing of RNA-directed RNA polymerase 1 (RdR1) makes Nicotiana attenuata highly susceptible to insect herbivores, suggesting that defense elicitation is under the direct control of small-RNAs (smRNAs). Using 454-sequencing, we characterized N. attenuata's smRNA transcriptome before and after insect-specific elicitation in wild-type (WT) and RdR1-silenced (irRdR1) plants. We predicted the targets of N. attenuata smRNAs in the genes related to phytohormone signaling (jasmonic acid, JA-Ile, and ethylene) known to mediate resistance responses, and we measured the elicited dynamics of phytohormone biosynthetic transcripts and phytohormone levels in time-course experiments with field- and glasshouse-grown plants. RdR1 silencing severely altered the induced transcript accumulation of 8 of the 10 genes, reduced JA, and enhanced ethylene levels after elicitation. Adding JA completely restored the insect resistance of irRdR1 plants. irRdR1 plants had photosynthetic rates, growth, and reproductive output indistinguishable from that of WT plants, suggesting unaltered primary metabolism. We conclude that the susceptibility of irRdR1 plants to herbivores is due to altered phytohormone signaling and that smRNAs play a central role in coordinating the large-scale transcriptional changes that occur after herbivore attack. Given the diversity of smRNAs that are elicited after insect attack and the recent demonstration of the ability of ingested smRNAs to silence transcript accumulation in lepidopteran larvae midguts, the smRNA responses of plants may also function as direct defenses.
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Affiliation(s)
- Shree P. Pandey
- *Department of Molecular Ecology, Max Planck Institute for Chemical Ecology, Hans-Knöll-Strasse 8, 07745 Jena, Germany; and
| | - Priyanka Shahi
- Medical Research Center, University Hospital Mannheim, 68167 Mannheim, Germany
| | - Klaus Gase
- *Department of Molecular Ecology, Max Planck Institute for Chemical Ecology, Hans-Knöll-Strasse 8, 07745 Jena, Germany; and
| | - Ian T. Baldwin
- *Department of Molecular Ecology, Max Planck Institute for Chemical Ecology, Hans-Knöll-Strasse 8, 07745 Jena, Germany; and
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Win MN, Smolke CD. RNA as a versatile and powerful platform for engineering genetic regulatory tools. Biotechnol Genet Eng Rev 2008; 24:311-46. [PMID: 18059640 DOI: 10.1080/02648725.2007.10648106] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Affiliation(s)
- Maung Nyan Win
- Department of Chemical Engineering, MC 210-41, California Institute of Technology, 1200 E. California Blvd, Pasadena, CA 91125, USA
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34
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Aiba H. Mechanism of RNA silencing by Hfq-binding small RNAs. Curr Opin Microbiol 2007; 10:134-9. [PMID: 17383928 DOI: 10.1016/j.mib.2007.03.010] [Citation(s) in RCA: 294] [Impact Index Per Article: 17.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2006] [Accepted: 03/14/2007] [Indexed: 01/29/2023]
Abstract
The stress-induced small RNAs SgrS and RyhB in Escherichia coli form a specific ribonucleoprotein complex with RNAse E and Hfq resulting in translation inhibition, RNAse E-dependent degradation of target mRNAs. Translation inhibition is the primary event for gene silencing and degradation of these small RNAs is coupled with the degradation of target mRNAs. The crucial base-pairs for action of SgrS are confined to the 6 nt region overlapping the Shine-Dalgarno sequence of the target mRNA. Hfq accelerates the rate of duplex formation between SgrS and the target mRNA. Membrane localization of target mRNA contributes to efficient SgrS action by competing with ribosome loading.
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Affiliation(s)
- Hiroji Aiba
- Division of Biological Science, Graduate School of Science, Nagoya University, Chikusa, Nagoya 464-8602, Japan.
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Tu KC, Bassler BL. Multiple small RNAs act additively to integrate sensory information and control quorum sensing in Vibrio harveyi. Genes Dev 2007; 21:221-33. [PMID: 17234887 PMCID: PMC1770904 DOI: 10.1101/gad.1502407] [Citation(s) in RCA: 184] [Impact Index Per Article: 10.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
Quorum sensing is a cell-cell communication mechanism that bacteria use to collectively regulate gene expression and, at a higher level, to coordinate group behavior. In the bioluminescent marine bacterium Vibrio harveyi, sensory information from three independent quorum-sensing systems converges on the shared response regulator LuxO. When LuxO is phosphorylated, it activates the expression of a putative repressor that destabilizes the mRNA encoding the master quorum-sensing transcriptional regulator LuxR. In the closely related species Vibrio cholerae, this repressor was revealed to be the RNA chaperone Hfq together with four small regulatory RNAs (sRNAs) called Qrr1-4 (quorum regulatory RNA). Here, we identify five Qrr sRNAs that control quorum sensing in V. harveyi. Mutational analysis reveals that only four of the five Qrrs are required for destabilization of the luxR mRNA. Surprisingly, unlike in V. cholerae where the sRNAs act redundantly, in V. harveyi, the Qrr sRNAs function additively to control quorum sensing. This latter mechanism produces a gradient of LuxR that, in turn, enables differential regulation of quorum-sensing target genes. Other regulators appear to be involved in control of V. harveyi qrr expression, allowing the integration of additional sensory information into the regulation of quorum-sensing gene expression.
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Affiliation(s)
- Kimberly C. Tu
- Department of Molecular Biology, Princeton University, Princeton, New Jersey 08544, USA
| | - Bonnie L. Bassler
- Department of Molecular Biology, Princeton University, Princeton, New Jersey 08544, USA
- Howard Hughes Medical Institute, Princeton University, Princeton, New Jersey 08544, USA
- Corresponding author.E-MAIL ; FAX (609) 258-2957
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Petruk S, Sedkov Y, Riley KM, Hodgson J, Schweisguth F, Hirose S, Jaynes JB, Brock HW, Mazo A. Transcription of bxd noncoding RNAs promoted by trithorax represses Ubx in cis by transcriptional interference. Cell 2007; 127:1209-21. [PMID: 17174895 PMCID: PMC1866366 DOI: 10.1016/j.cell.2006.10.039] [Citation(s) in RCA: 212] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2006] [Revised: 08/08/2006] [Accepted: 10/27/2006] [Indexed: 10/23/2022]
Abstract
Much of the genome is transcribed into long noncoding RNAs (ncRNAs). Previous data suggested that bithoraxoid (bxd) ncRNAs of the Drosophila bithorax complex (BX-C) prevent silencing of Ultrabithorax (Ubx) and recruit activating proteins of the trithorax group (trxG) to their maintenance elements (MEs). We found that, surprisingly, Ubx and several bxd ncRNAs are expressed in nonoverlapping patterns in both embryos and imaginal discs, suggesting that transcription of these ncRNAs is associated with repression, not activation, of Ubx. Our data rule out siRNA or miRNA-based mechanisms for repression by bxd ncRNAs. Rather, ncRNA transcription itself, acting in cis, represses Ubx. The Trithorax complex TAC1 binds the Ubx coding region in nuclei expressing Ubx, and the bxd region in nuclei not expressing Ubx. We propose that TAC1 promotes the mosaic pattern of Ubx expression by facilitating transcriptional elongation of bxd ncRNAs, which represses Ubx transcription.
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Affiliation(s)
- Svetlana Petruk
- Department of Biochemistry, Thomas Jefferson University, Philadelphia, PA 19107, USA
| | - Yurii Sedkov
- Department of Biochemistry, Thomas Jefferson University, Philadelphia, PA 19107, USA
| | - Kristen M. Riley
- Department of Biochemistry, Thomas Jefferson University, Philadelphia, PA 19107, USA
| | - Jacob Hodgson
- Department of Zoology, University of British Columbia, 6270 University Boulevard, V6T 1Z4, Vancouver, BC, Canada
| | | | - Susumu Hirose
- Department of Developmental Genetics, National Institute of Genetics, and Graduate University for Advanced Studies, Mishima, Shizuoka-ken 411-8540, Japan
| | - James B. Jaynes
- Department of Biochemistry, Thomas Jefferson University, Philadelphia, PA 19107, USA
| | - Hugh W. Brock
- Department of Zoology, University of British Columbia, 6270 University Boulevard, V6T 1Z4, Vancouver, BC, Canada
| | - Alexander Mazo
- Department of Biochemistry, Thomas Jefferson University, Philadelphia, PA 19107, USA
- * Correspondence:
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Figueroa-Bossi N, Lemire S, Maloriol D, Balbontín R, Casadesús J, Bossi L. Loss of Hfq activates the sigmaE-dependent envelope stress response in Salmonella enterica. Mol Microbiol 2006; 62:838-52. [PMID: 16999834 DOI: 10.1111/j.1365-2958.2006.05413.x] [Citation(s) in RCA: 115] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Ubiquitous RNA-binding protein Hfq mediates the regulatory activity of many small RNAs (sRNAs) in bacteria. To identify potential targets for Hfq-mediated regulation in Salmonella, we searched for lacZ translational fusions whose activity varied in the presence or absence of Hfq. Fusions downregulated by Hfq were more common than fusions showing the opposite response. Surprisingly, in a subset of isolates from the major class, the higher activity in the absence of Hfq was due to transcriptional activation by the alternative sigma factor RpoE (sigmaE). Activation of the sigmaE regulon normally results from envelope stress conditions that elicit proteolytic cleavage of the anti-sigmaE factor RseA. Using an epitope tagged variant of RseA, we found that RseA is cleaved at an increased rate in a strain lacking Hfq. This cleavage was dependent on the DegS protease and could be completely prevented upon expressing the hfq gene from an inducible promoter. Thus, loss of Hfq function appears to affect envelope biogenesis in a way that mimics a stress condition and thereby induces the sigmaE response constitutively. In a RseA mutant, activation of the sigmaE response causes Hfq-dependent downregulation of outer membrane protein (OMP) genes including lamB, ompA, ompC and ompF. For ompA, downregulation results in part from sigmaE-dependent accumulation of MicA (SraD), a small RNA recently shown to downregulate ompA transcript levels in stationary phase. We show that the micA gene is under sigmaE control, and that DegS-mediated sigmaE release is required for the accumulation of MicA RNA upon entry into stationary phase. A similar mechanism involving additional, still unidentified, sRNAs, might underlie the growth phase-dependent regulation of other OMP mRNAs.
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38
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He H, Cai L, Skogerbø G, Deng W, Liu T, Zhu X, Wang Y, Jia D, Zhang Z, Tao Y, Zeng H, Aftab MN, Cui Y, Liu G, Chen R. Profiling Caenorhabditis elegans non-coding RNA expression with a combined microarray. Nucleic Acids Res 2006; 34:2976-83. [PMID: 16738136 PMCID: PMC1474057 DOI: 10.1093/nar/gkl371] [Citation(s) in RCA: 29] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023] Open
Abstract
Small non-coding RNAs (ncRNAs) are encoded by genes that function at the RNA level, and several hundred ncRNAs have been identified in various organisms. Here we describe an analysis of the small non-coding transcriptome of Caenorhabditis elegans, microRNAs excepted. As a substantial fraction of the ncRNAs is located in introns of protein-coding genes in C.elegans, we also analysed the relationship between ncRNA and host gene expression. To this end, we designed a combined microarray, which included probes against ncRNA as well as host gene mRNA transcripts. The microarray revealed pronounced differences in expression profiles, even among ncRNAs with housekeeping functions (e.g. snRNAs and snoRNAs), indicating distinct developmental regulation and stage-specific functions of a number of novel transcripts. Analysis of ncRNA–host mRNA relations showed that the expression of intronic ncRNA loci with conserved upstream motifs was not correlated to (and much higher than) expression levels of their host genes. Even promoter-less intronic ncRNA loci, though showing a clear correlation to host gene expression, appeared to have a surprising amount of ‘expressional freedom’, depending on host gene function. Taken together, our microarray analysis presents a more complete and detailed picture of a non-coding transcriptome than hitherto has been presented for any other multicellular organism.
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Affiliation(s)
- Housheng He
- Bioinformatics Laboratory and National Laboratory of Biomacromolecules, Institute of Biophysics, Chinese Academy of SciencesBeijing 100101, China
- Graduate School of the Chinese Academy of SciencesBeijing 100080, China
| | - Lun Cai
- Computational Biology Research Group, Division of Intelligent Software Systems, Institute of Computing Technology, Chinese Academy of SciencesBeijing 100080, China
- Graduate School of the Chinese Academy of SciencesBeijing 100080, China
| | - Geir Skogerbø
- Bioinformatics Laboratory and National Laboratory of Biomacromolecules, Institute of Biophysics, Chinese Academy of SciencesBeijing 100101, China
| | - Wei Deng
- Bioinformatics Laboratory and National Laboratory of Biomacromolecules, Institute of Biophysics, Chinese Academy of SciencesBeijing 100101, China
| | - Tao Liu
- Bioinformatics Laboratory and National Laboratory of Biomacromolecules, Institute of Biophysics, Chinese Academy of SciencesBeijing 100101, China
- Graduate School of the Chinese Academy of SciencesBeijing 100080, China
| | - Xiaopeng Zhu
- Bioinformatics Laboratory and National Laboratory of Biomacromolecules, Institute of Biophysics, Chinese Academy of SciencesBeijing 100101, China
- Graduate School of the Chinese Academy of SciencesBeijing 100080, China
| | - Yudong Wang
- Bioinformatics Laboratory and National Laboratory of Biomacromolecules, Institute of Biophysics, Chinese Academy of SciencesBeijing 100101, China
| | - Dong Jia
- Bioinformatics Laboratory and National Laboratory of Biomacromolecules, Institute of Biophysics, Chinese Academy of SciencesBeijing 100101, China
| | - Zhihua Zhang
- Bioinformatics Laboratory and National Laboratory of Biomacromolecules, Institute of Biophysics, Chinese Academy of SciencesBeijing 100101, China
- Graduate School of the Chinese Academy of SciencesBeijing 100080, China
| | - Yong Tao
- Graduate School of the Chinese Academy of SciencesBeijing 100080, China
- Institute of Genetics and Developmental Biology, Chinese Academy of SciencesBeijing, China
| | - Haipan Zeng
- Beijing Genomics Institute, Chinese Academy of SciencesBeijing 101300, China
| | - Muhammad Nauman Aftab
- Bioinformatics Laboratory and National Laboratory of Biomacromolecules, Institute of Biophysics, Chinese Academy of SciencesBeijing 100101, China
- Graduate School of the Chinese Academy of SciencesBeijing 100080, China
| | - Yan Cui
- Department of Molecular Sciences/Center of Genomics and Bioinformatics, University of Tennessee Health Science CenterMemphis, TN 38163, USA
| | - Guozhen Liu
- Beijing Genomics Institute, Chinese Academy of SciencesBeijing 101300, China
| | - Runsheng Chen
- Bioinformatics Laboratory and National Laboratory of Biomacromolecules, Institute of Biophysics, Chinese Academy of SciencesBeijing 100101, China
- Computational Biology Research Group, Division of Intelligent Software Systems, Institute of Computing Technology, Chinese Academy of SciencesBeijing 100080, China
- Chinese National Human Genome CenterBeijing 100176, China
- To whom correspondence should be addressed at Bioinformatics Laboratory, Institute of Biophysics, Chinese Academy of Sciences, Beijing 100101, China. Tel: +86 10 64888543; Fax: +86 10 64889892;
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Grieshaber NA, Grieshaber SS, Fischer ER, Hackstadt T. A small RNA inhibits translation of the histone-like protein Hc1 in Chlamydia trachomatis. Mol Microbiol 2006; 59:541-50. [PMID: 16390448 DOI: 10.1111/j.1365-2958.2005.04949.x] [Citation(s) in RCA: 66] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
The chromatin of chlamydial elementary bodies (EBs) is stabilized by proteins with sequence homology to eukaryotic H1. These histone homologues, termed Hc1 and Hc2, are expressed only during the late stages of the chlamydial life cycle concomitant with the reorganization of reticulate bodies (RBs) into metabolically inactive EBs. Hc1 and Hc2 play a major role in establishment of nucleoid structure as well as in downregulation of gene expression as RBs differentiate back to EBs. The effects of Hc1 on gene expression patterns requires that chlamydiae strictly control Hc1 activity. Hc1 expression and activity are thus regulated transcriptionally as well as post-transcriptionally. We describe here a small regulatory RNA (sRNA) that acts as an additional checkpoint to negatively regulate Hc1 synthesis. Coexpression of the sRNA with hctA, the gene that encodes Hc1, in Escherichia coli inhibited Hc1 translation but did not affect hctA mRNA transcription or stability. IhtA (inhibitor of hctA translation) was present only in purified RBs while Hc1 was present only in purified EBs. During infection IhtA, but not Hc1, was present in RBs and was downregulated while Hc1 was upregulated upon RB to EB differentiation. Thus, we propose that IhtA is part of a global regulatory circuit that controls differentiation of RBs to EBs during the chlamydial life cycle.
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Affiliation(s)
- Nicole A Grieshaber
- Host-Parasite Interactions Section, Laboratory of Intracellular Parasites, Rocky Mountain Laboratories, Hamilton, MT 59840, USA
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40
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Krishna S, Andersson AMC, Semsey S, Sneppen K. Structure and function of negative feedback loops at the interface of genetic and metabolic networks. Nucleic Acids Res 2006; 34:2455-62. [PMID: 16684993 PMCID: PMC1459064 DOI: 10.1093/nar/gkl140] [Citation(s) in RCA: 32] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022] Open
Abstract
The molecular network in an organism consists of transcription/translation regulation, protein–protein interactions/modifications and a metabolic network, together forming a system that allows the cell to respond sensibly to the multiple signal molecules that exist in its environment. A key part of this overall system of molecular regulation is therefore the interface between the genetic and the metabolic network. A motif that occurs very often at this interface is a negative feedback loop used to regulate the level of the signal molecules. In this work we use mathematical models to investigate the steady state and dynamical behaviour of different negative feedback loops. We show, in particular, that feedback loops where the signal molecule does not cause the dissociation of the transcription factor from the DNA respond faster than loops where the molecule acts by sequestering transcription factors off the DNA. We use three examples, the bet, mer and lac systems in Escherichia coli, to illustrate the behaviour of such feedback loops.
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Affiliation(s)
| | | | | | - Kim Sneppen
- To whom correspondence should be addressed. Tel: +45 353 25352; Fax: +45 353 25425;
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Abstract
Temperature is an important parameter that free-living cells monitor constantly. The expression of heat-shock, cold-shock and some virulence genes is coordinated in response to temperature changes. Apart from protein-mediated transcriptional control mechanisms, translational control by RNA thermometers is a widely used regulatory strategy. RNA thermometers are complex RNA structures that change their conformation in response to temperature. Most, but not all, RNA thermometers are located in the 5'-untranslated region and mask ribosome-binding sites by base pairing at low temperatures. Melting of the structure at increasing temperature permits ribosome access and translation initiation. Different cis-acting RNA thermometers and a trans-acting thermometer will be presented.
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Affiliation(s)
- Franz Narberhaus
- Lehrstuhl für Biologie der Mikroorganismen, Ruhr-Universität Bochum, Bochum, Germany.
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Hernández JA, Muro-Pastor AM, Flores E, Bes MT, Peleato ML, Fillat MF. Identification of a furA cis antisense RNA in the cyanobacterium Anabaena sp. PCC 7120. J Mol Biol 2005; 355:325-34. [PMID: 16324715 DOI: 10.1016/j.jmb.2005.10.079] [Citation(s) in RCA: 90] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2005] [Revised: 10/25/2005] [Accepted: 10/28/2005] [Indexed: 01/29/2023]
Abstract
Ferric uptake regulation (Fur) proteins are prokaryotic transcriptional regulators that integrate iron metabolism with several environmental stress responses. The regulatory network that governs Fur proteins is rather complex. Control at several stages from gene transcription to post-translational binding of different ligands has been reported in Fur from Escherichia coli. In the nitrogen-fixing cyanobacterium Anabaena sp. strain PCC 7120 FurA is the product of open reading frame all1691 that is located between sigC and alr1690, the latter encoding a putative cell wall-binding protein. Anabaena FurA is an autoregulated protein whose expression increases slightly under iron deprivation. Northern blot analysis of furA expression showed an unexpected transcription pattern that consisted of two transcripts. The short transcript corresponded to furA mRNA, whereas the longer transcript contained the alr1690 mRNA and a large region that overlapped the complete furA gene and was complementary to the furA mRNA. Increased expression of FurA in a mutant unable to produce the longer message showed that this transcript acted as an antisense RNA (alpha-furA RNA) interfering with furA transcript translation thus contributing to determine cellular levels of FurA protein.
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Affiliation(s)
- José A Hernández
- Departamento de Bioquímica y Biología Molecular y Celular, Facultad de Ciencias, Universidad de Zaragoza, Zaragoza, Spain
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Axelsen JB, Sneppen K. Quantifying the benefits of translation regulation in the unfolded protein response. Phys Biol 2005; 1:159-65. [PMID: 16204835 DOI: 10.1088/1478-3967/1/3/003] [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] [Indexed: 11/12/2022]
Abstract
Protein production can be regulated at the translation stage through modulation of mRNA activity and degradation. In the unfolded protein response in S. cerevisiae it works by regulating the conversion rate from a reservoir of passive mRNA to an active short-lived mRNA that is open for translation. We develop a mathematical model for translation regulation, and elucidate its properties in perspective of the size and timing of the unfolded protein response. Optimal response is obtained when active mRNA has high decay rate compared to both the conversion rate and the decay rate of passive mRNA. In that case the translation regulation can provide the observed pulse of chaperones that fast restore protein folding conditions in the endoplasmic reticulum. Finally, we discuss translation control in relation to other known mechanisms for stress responses. Feedback on the translation level is found to be superior to transcription when conditions necessitate a fast shift in protein concentration while retaining a small cost in terms of protein degradation.
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Affiliation(s)
- Jacob Bock Axelsen
- Complexity Lab, Niels Bohr Institute, Blegdamsvej 17, DK-2100 Copenhagen, Denmark
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Liu JM, Bittker JA, Lonshteyn M, Liu DR. Functional dissection of sRNA translational regulators by nonhomologous random recombination and in vivo selection. ACTA ACUST UNITED AC 2005; 12:757-67. [PMID: 16039523 DOI: 10.1016/j.chembiol.2005.05.014] [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: 02/14/2005] [Revised: 05/10/2005] [Accepted: 05/17/2005] [Indexed: 11/30/2022]
Abstract
Small nontranslated RNAs (sRNAs) regulate a variety of biological processes. DsrA and OxyS are two E. coli sRNAs that regulate the translation of rpoS, which encodes a protein sigma factor. Due to their structural complexity, the functional dissection of sRNAs solely by designing and assaying mutants can be challenging. Here, we present a complementary approach to the study of functional RNAs, in which highly diversified RNA libraries are generated by nonhomologous random recombination (NRR) and processed efficiently by in vivo selections that link RNA activities to cell survival. When applied to DsrA and OxyS, this approach rapidly identified essential and nonessential regions of both sRNAs. Resulting hypotheses about DsrA and OxyS structure-function relationships were tested and further refined experimentally. Our findings demonstrate an efficient, unbiased approach to the functional dissection of nucleic acids.
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Affiliation(s)
- Jane M Liu
- Department of Chemistry and Chemical Biology, Harvard University, 12 Oxford Street, Cambridge, Massachusetts 01238, USA
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Kozak M. Regulation of translation via mRNA structure in prokaryotes and eukaryotes. Gene 2005; 361:13-37. [PMID: 16213112 DOI: 10.1016/j.gene.2005.06.037] [Citation(s) in RCA: 527] [Impact Index Per Article: 27.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2005] [Revised: 05/31/2005] [Accepted: 06/27/2005] [Indexed: 01/19/2023]
Abstract
The mechanism of initiation of translation differs between prokaryotes and eukaryotes, and the strategies used for regulation differ accordingly. Translation in prokaryotes is usually regulated by blocking access to the initiation site. This is accomplished via base-paired structures (within the mRNA itself, or between the mRNA and a small trans-acting RNA) or via mRNA-binding proteins. Classic examples of each mechanism are described. The polycistronic structure of mRNAs is an important aspect of translational control in prokaryotes, but polycistronic mRNAs are not usable (and usually not produced) in eukaryotes. Four structural elements in eukaryotic mRNAs are important for regulating translation: (i) the m7G cap; (ii) sequences flanking the AUG start codon; (iii) the position of the AUG codon relative to the 5' end of the mRNA; and (iv) secondary structure within the mRNA leader sequence. The scanning model provides a framework for understanding these effects. The scanning mechanism also explains how small open reading frames near the 5' end of the mRNA can down-regulate translation. This constraint is sometimes abrogated by changing the structure of the mRNA, sometimes with clinical consequences. Examples are described. Some mistaken ideas about regulation of translation that have found their way into textbooks are pointed out and corrected.
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Affiliation(s)
- Marilyn Kozak
- Department of Biochemistry, Robert Wood Johnson Medical School, Piscataway, NJ 08854, USA.
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Shao HB, Liang ZS, Shao MA, Wang BC. Changes of anti-oxidative enzymes and membrane peroxidation for soil water deficits among 10 wheat genotypes at seedling stage. Colloids Surf B Biointerfaces 2005; 42:107-13. [PMID: 15833661 DOI: 10.1016/j.colsurfb.2005.01.011] [Citation(s) in RCA: 51] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2004] [Accepted: 01/21/2005] [Indexed: 10/25/2022]
Abstract
Drought is one of the major factors limiting crop production globally, with increasing global climate change making the situation more serious. Wheat is the staple food for more than 35% of world population, so wheat anti-drought physiology study is of importance to wheat production and biological breeding for the sake of coping with abiotic and biotic conditions. Much research is involved in this hot topic, but the pace of progress is not so large because of drought resistance being a multiple-gene-control quantitative character and wheat genome being larger (16,000 Mb). On the other hand, stress adaptive mechanisms are quite different, with stress degree, time course, materials, and experimental plots, thus increasing the complexity of the issue in question. Additionally, a little study is related to the whole life circle of wheat, which cannot provide a comprehensive understanding of its anti-drought machinery. We selected 10 kinds of wheat genotypes as materials, which have potential to be applied in practice, and measured relative change of anti-oxidative enzymes and membrane peroxidation through wheat whole growth-developmental circle (i.e. seedling, tillering and maturing). Here, we firstly reported the results of seedling stage as follows: (1) 10 wheat genotypes can be grouped into three kinds (A-C, respectively) according to their changing trend of the measured indices; (2) A performed better resistance drought under the condition of treatment level 1 (appropriate level), whose activities of anti-oxidative enzymes (POD, SOD, CAT) were higher and MDA lower and chlorophyll a+b higher; (3) B exhibited stronger anti-drought under treatment level 2 (light stress level), whose activities of anti-oxidative enzymes were higher, MDA lower and chlorophyll higher; (4) C expressed anti-drought to some extent under treatment level 3 (serious stress), whose activities of anti-oxidative enzymes were stronger, MDA lower and chlorophyll higher; (5) these results demonstrated that different wheat genotypes have different physiological mechanisms to adapt themselves to changing drought stress, whose molecular basis is discrete gene expression profiling (transcriptom); (6) our results also showed that the concept accepted by most researchers, 70-75% QF is a proper supply for plants, was doubted, because this level could not reflect the true suitable level of wheat. The study in this respect is the key to wheat anti-drought and biological saving-water; (7) our research can provide insights into physiological mechanisms of crop anti-drought and direct practical materials for wheat anti-drought breeding.
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Affiliation(s)
- Hong Bo Shao
- State Key Laboratory of Soil Erosion and Dryland Farming, The Center of Soil and Water Conservation and Ecoenvironmental Research, Chinese Academy of Sciences, Yangling 712100, People's Republic of China.
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Vanderpool CK, Gottesman S. Involvement of a novel transcriptional activator and small RNA in post-transcriptional regulation of the glucose phosphoenolpyruvate phosphotransferase system. Mol Microbiol 2005; 54:1076-89. [PMID: 15522088 DOI: 10.1111/j.1365-2958.2004.04348.x] [Citation(s) in RCA: 267] [Impact Index Per Article: 14.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
RyaA is a small non-coding RNA in Escherichia coli that was identified by its ability to bind tightly to the RNA chaperone Hfq. This study reports the role of RyaA in mediating the cellular response to glucose-specific phosphoenolypyruvate phosphotransferase system (PTS)-dependent phosphosugar stress. Aiba and co-workers have shown that a block in the metabolism of glucose 6-phosphate causes transient growth inhibition and post-transcriptional regulation of ptsG, encoding the glucose-specific PTS transporter. We found that RyaA synthesis was induced by a non-metabolizable glucose phosphate analogue and was necessary for relief of the toxicity of glucose phosphate stress. Expression of RyaA was sufficient to cause a rapid loss of ptsG mRNA, probably reflecting degradation of the message mediated by RyaA:ptsG pairing. The ryaA gene was renamed sgrS, for sugar transport-related sRNA. Expression of sgrS is regulated by a novel transcriptional activator, SgrR (formerly YabN), which has a putative DNA-binding domain and a solute-binding domain similar to those found in certain transport proteins. Our results suggest that under conditions of glucose phosphate accumulation, SgrR activates SgrS synthesis, causing degradation of ptsG mRNA. Decreased ptsG mRNA results in decreased production of glucose transport machinery, thus limiting further accumulation of glucose phosphate.
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Affiliation(s)
- Carin K Vanderpool
- Laboratory of Molecular Biology, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892, USA
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Abstract
The past four years have seen an explosion in the number of detected RNA transcripts with no apparent protein-coding potential. This has led to speculation that non-protein-coding RNAs (ncRNAs) might be as important as proteins in the regulation of vital cellular functions. However, there has been significantly less progress in actually demonstrating the functions of these transcripts. In this article, we review the results of recent experiments that show that transcription of non-protein-coding RNA is far more widespread than was previously anticipated. Although some ncRNAs act as molecular switches that regulate gene expression, the function of many ncRNAs is unknown. New experimental and computational approaches are emerging that will help determine whether these newly identified transcription products are evidence of important new biochemical pathways or are merely 'junk' RNA generated by the cell as a by-product of its functional activities.
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Affiliation(s)
- Alexander Hüttenhofer
- Division of Genomics and RNomics, Innsbruck Medical University-Biocenter, Fritz-Pregl-Strasse 3, 6020 Innsbruck, Austria.
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Omoto S, Fujii YR. Regulation of human immunodeficiency virus 1 transcription by nef microRNA. J Gen Virol 2005; 86:751-755. [PMID: 15722536 DOI: 10.1099/vir.0.80449-0] [Citation(s) in RCA: 131] [Impact Index Per Article: 6.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
MicroRNAs (miRNAs) are approximately 21-25 nt long and interact with mRNAs to lead to either translational repression or RNA cleavage through RNA interference. A previous study showed that human immunodeficiency virus 1 (HIV-1) nef dsRNA from AIDS patients who are long-term non-progressors inhibited HIV-1 transcription. In the study reported here, nef-derived miRNAs in HIV-1-infected and nef transduced cells were identified, and showed that HIV-1 transcription was suppressed by nef-expressing miRNA, miR-N367, in human T cells. The miR-N367 could reduce HIV-1 LTR promoter activity through the negative responsive element of the U3 region in the 5'-LTR. Therefore, nef miRNA produced in HIV-1-infected cells may downregulate HIV-1 transcription through both a post-transcriptional pathway and a transcriptional neo-pathway.
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Affiliation(s)
- Shinya Omoto
- Molecular Biology and Retroviral Genetics Group, Division of Nutritional Sciences, Graduate School of Pharmaceutical Sciences, Nagoya City University, Nagoya 467-8603, Japan
| | - Yoichi R Fujii
- Molecular Biology and Retroviral Genetics Group, Division of Nutritional Sciences, Graduate School of Pharmaceutical Sciences, Nagoya City University, Nagoya 467-8603, Japan
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