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Dagenais P, Desjardins G, Legault P. An integrative NMR-SAXS approach for structural determination of large RNAs defines the substrate-free state of a trans-cleaving Neurospora Varkud Satellite ribozyme. Nucleic Acids Res 2021; 49:11959-11973. [PMID: 34718697 PMCID: PMC8599749 DOI: 10.1093/nar/gkab963] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2021] [Revised: 09/01/2021] [Accepted: 10/26/2021] [Indexed: 11/26/2022] Open
Abstract
The divide-and-conquer strategy is commonly used for protein structure determination, but its applications to high-resolution structure determination of RNAs have been limited. Here, we introduce an integrative approach based on the divide-and-conquer strategy that was undertaken to determine the solution structure of an RNA model system, the Neurospora VS ribozyme. NMR and SAXS studies were conducted on a minimal trans VS ribozyme as well as several isolated subdomains. A multi-step procedure was used for structure determination that first involved pairing refined NMR structures with SAXS data to obtain structural subensembles of the various subdomains. These subdomain structures were then assembled to build a large set of structural models of the ribozyme, which was subsequently filtered using SAXS data. The resulting NMR-SAXS structural ensemble shares several similarities with the reported crystal structures of the VS ribozyme. However, a local structural difference is observed that affects the global fold by shifting the relative orientation of the two three-way junctions. Thus, this finding highlights a global conformational change associated with substrate binding in the VS ribozyme that is likely critical for its enzymatic activity. Structural studies of other large RNAs should benefit from similar integrative approaches that allow conformational sampling of assembled fragments.
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Affiliation(s)
- Pierre Dagenais
- Department of Biochemistry and Molecular Medicine, Université de Montréal, Box 6128, Downtown Station, Montreal, QC H3C 3J7, Quebec, Canada
| | - Geneviève Desjardins
- Department of Biochemistry and Molecular Medicine, Université de Montréal, Box 6128, Downtown Station, Montreal, QC H3C 3J7, Quebec, Canada
| | - Pascale Legault
- Department of Biochemistry and Molecular Medicine, Université de Montréal, Box 6128, Downtown Station, Montreal, QC H3C 3J7, Quebec, Canada
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2
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Peng H, Latifi B, Müller S, Lupták A, Chen IA. Self-cleaving ribozymes: substrate specificity and synthetic biology applications. RSC Chem Biol 2021; 2:1370-1383. [PMID: 34704043 PMCID: PMC8495972 DOI: 10.1039/d0cb00207k] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2020] [Accepted: 06/14/2021] [Indexed: 12/22/2022] Open
Abstract
Various self-cleaving ribozymes appearing in nature catalyze the sequence-specific intramolecular cleavage of RNA and can be engineered to catalyze cleavage of appropriate substrates in an intermolecular fashion, thus acting as true catalysts. The mechanisms of the small, self-cleaving ribozymes have been extensively studied and reviewed previously. Self-cleaving ribozymes can possess high catalytic activity and high substrate specificity; however, substrate specificity is also engineerable within the constraints of the ribozyme structure. While these ribozymes share a common fundamental catalytic mechanism, each ribozyme family has a unique overall architecture and active site organization, indicating that several distinct structures yield this chemical activity. The multitude of catalytic structures, combined with some flexibility in substrate specificity within each family, suggests that such catalytic RNAs, taken together, could access a wide variety of substrates. Here, we give an overview of 10 classes of self-cleaving ribozymes and capture what is understood about their substrate specificity and synthetic applications. Evolution of these ribozymes in an RNA world might be characterized by the emergence of a new ribozyme family followed by rapid adaptation or diversification for specific substrates. Self-cleaving ribozymes have become important tools of synthetic biology. Here we summarize the substrate specificity and applications of the main classes of these ribozymes.![]()
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Affiliation(s)
- Huan Peng
- Department of Chemical and Biomolecular Engineering, University of California Los Angeles CA 90095 USA
| | - Brandon Latifi
- Department of Pharmaceutical Sciences, University of California Irvine CA 92697 USA
| | - Sabine Müller
- Institute for Biochemistry, University Greifswald 17487 Greifswald Germany
| | - Andrej Lupták
- Department of Pharmaceutical Sciences, University of California Irvine CA 92697 USA
| | - Irene A Chen
- Department of Chemical and Biomolecular Engineering, University of California Los Angeles CA 90095 USA
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3
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St-Pierre P, Shaw E, Jacques S, Dalgarno PA, Perez-Gonzalez C, Picard-Jean F, Penedo JC, Lafontaine DA. A structural intermediate pre-organizes the add adenine riboswitch for ligand recognition. Nucleic Acids Res 2021; 49:5891-5904. [PMID: 33963862 PMCID: PMC8191784 DOI: 10.1093/nar/gkab307] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2020] [Revised: 03/23/2021] [Accepted: 05/04/2021] [Indexed: 12/02/2022] Open
Abstract
Riboswitches are RNA sequences that regulate gene expression by undergoing structural changes upon the specific binding of cellular metabolites. Crystal structures of purine-sensing riboswitches have revealed an intricate network of interactions surrounding the ligand in the bound complex. The mechanistic details about how the aptamer folding pathway is involved in the formation of the metabolite binding site have been previously shown to be highly important for the riboswitch regulatory activity. Here, a combination of single-molecule FRET and SHAPE assays have been used to characterize the folding pathway of the adenine riboswitch from Vibrio vulnificus. Experimental evidences suggest a folding process characterized by the presence of a structural intermediate involved in ligand recognition. This intermediate state acts as an open conformation to ensure ligand accessibility to the aptamer and folds into a structure nearly identical to the ligand-bound complex through a series of structural changes. This study demonstrates that the add riboswitch relies on the folding of a structural intermediate that pre-organizes the aptamer global structure and the ligand binding site to allow efficient metabolite sensing and riboswitch genetic regulation.
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Affiliation(s)
- Patrick St-Pierre
- Department of Biology, Faculty of Science, Université de Sherbrooke, Sherbrooke, Quebec J1K 2R1, Canada
| | - Euan Shaw
- Centre of Biophotonics, School of Physics and Astronomy, University of St Andrews, St Andrews, Fife, KY16 9SS, UK
| | - Samuel Jacques
- Department of Biology, Faculty of Science, Université de Sherbrooke, Sherbrooke, Quebec J1K 2R1, Canada
| | - Paul A Dalgarno
- Centre of Biophotonics, School of Physics and Astronomy, University of St Andrews, St Andrews, Fife, KY16 9SS, UK
| | - Cibran Perez-Gonzalez
- Biomedical Sciences Research Complex, University of St Andrews, St Andrews, Fife, KY16 9SS, UK
| | - Frédéric Picard-Jean
- Department of Biology, Faculty of Science, Université de Sherbrooke, Sherbrooke, Quebec J1K 2R1, Canada
| | - J Carlos Penedo
- Centre of Biophotonics, School of Physics and Astronomy, University of St Andrews, St Andrews, Fife, KY16 9SS, UK.,Biomedical Sciences Research Complex, University of St Andrews, St Andrews, Fife, KY16 9SS, UK
| | - Daniel A Lafontaine
- Department of Biology, Faculty of Science, Université de Sherbrooke, Sherbrooke, Quebec J1K 2R1, Canada
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4
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DasGupta S, Piccirilli JA. The Varkud Satellite Ribozyme: A Thirty-Year Journey through Biochemistry, Crystallography, and Computation. Acc Chem Res 2021; 54:2591-2602. [PMID: 33974386 DOI: 10.1021/acs.accounts.1c00052] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2023]
Abstract
The discovery of catalytic RNAs or ribozymes introduced a new class of enzymes to biology. In addition to their increasingly important roles in modern life, ribozymes are key players in the RNA World hypothesis, which posits that life started or flourished with RNA supporting both genetic and enzymatic functions. Therefore, investigations into the mechanisms of ribozyme function provide an exciting opportunity to examine the foundational principles of biological catalysis. Ribozymes are also attractive model systems to investigate the relationship between structure and function in RNA. Endonucleolytic ribozymes represent the largest class of catalytic RNA, of which the Varkud satellite (VS) ribozyme is structurally the most complex. The last ribozyme to be discovered by accident, the VS ribozyme had eluded structural determination for over two decades. When we solved the first crystal structures of the VS ribozyme, an extensive body of biochemical and biophysical data had accumulated over the years with which we could evaluate the functional relevance of the structure. Conversely, the structures provided a new perspective from which to reexamine the functional data and test new hypotheses. The VS ribozyme is organized in a modular fashion where independently folding domains assemble into the active conformation of the ribozyme via three-way junctions. Structures of the VS ribozyme in complex with its substrate at different stages of activation enabled us to map the structural reorganization of the substrate that must precede catalysis. In addition to defining the global architecture of the RNA, the essential interactions between the substrate and catalytic domains, and the rearrangements in the substrate prior to catalysis, these structures provided detailed snapshots of the ribozyme active site, revealing potential catalytic interactions. High resolution structures of the active site bolstered the view that the catalytic mechanism involved nucleobase-mediated general acid-base catalysis and uncovered additional catalytic interactions between the cleavage site and catalytic residues. Informed by the crystal structures of the VS ribozyme, an integrated experimental and computational approach identified the key players and essential interactions that define the active site of the ribozyme. This confluence of biochemical, structural, and computational studies revealed the catalytic mechanism of the ribozyme at unprecedented detail. Additionally, comparative analyses of the active site structures of the VS ribozyme and other nucleic acid-based endoribonucleases revealed common architectural motifs and strikingly similar catalytic strategies. In this Account, we document the progress of VS ribozyme research starting from its discovery and extending to the elucidation of its detailed catalytic mechanism 30 years later.
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Affiliation(s)
- Saurja DasGupta
- Howard Hughes Medical Institute, Massachusetts General Hospital, Boston, Massachusetts 02114, United States
- Department of Molecular Biology, Massachusetts General Hospital, Boston, Massachusetts 02114, United States
- Center for Computational and Integrative Biology, Massachusetts General Hospital, Boston, Massachusetts 02114, United States
- Department of Genetics, Harvard Medical School, Boston, Massachusetts 02115, United States
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5
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Sung HL, Nesbitt DJ. High pressure single-molecule FRET studies of the lysine riboswitch: cationic and osmolytic effects on pressure induced denaturation. Phys Chem Chem Phys 2020; 22:15853-15866. [PMID: 32706360 DOI: 10.1039/d0cp01921f] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
Abstract
Deep sea biology is known to thrive at pressures up to ≈1 kbar, which motivates fundamental biophysical studies of biomolecules under such extreme environments. In this work, the conformational equilibrium of the lysine riboswitch has been systematically investigated by single molecule FRET (smFRET) microscopy at pressures up to 1500 bar. The lysine riboswitch preferentially unfolds with increasing pressure, which signals an increase in free volume (ΔV0 > 0) upon folding of the biopolymer. Indeed, the effective lysine binding constant increases quasi-exponentially with pressure rise, which implies a significant weakening of the riboswitch-ligand interaction in a high-pressure environment. The effects of monovalent/divalent cations and osmolytes on folding are also explored to acquire additional insights into cellular mechanisms for adapting to high pressures. For example, we find that although Mg2+ greatly stabilizes folding of the lysine riboswitch (ΔΔG0 < 0), there is negligible impact on changes in free volume (ΔΔV0 ≈ 0) and thus any pressure induced denaturation effects. Conversely, osmolytes (commonly at high concentrations in deep sea marine species) such as the trimethylamine N-oxide (TMAO) significantly reduce free volumes (ΔΔV0 < 0) and thereby diminish pressure-induced denaturation. We speculate that, besides stabilizing RNA structure, enhanced levels of TMAO in cells might increase the dynamic range for competent riboswitch folding by suppressing the pressure-induced denaturation response. This in turn could offer biological advantage for vertical migration of deep-sea species, with impacts on food searching in a resource limited environment.
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Affiliation(s)
- Hsuan-Lei Sung
- JILA, National Institute of Standards and Technology and University of Colorado, Boulder, CO 80309, USA. and Department of Chemistry and Biochemistry, University of Colorado, Boulder, CO 80309, USA
| | - David J Nesbitt
- JILA, National Institute of Standards and Technology and University of Colorado, Boulder, CO 80309, USA. and Department of Chemistry and Biochemistry, University of Colorado, Boulder, CO 80309, USA and Department of Physics, University of Colorado, Boulder, CO 80309, USA
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6
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Zhou W, Ding J, Liu J. Splitting a DNAzyme enables a Na +-dependent FRET signal from the embedded aptamer. Org Biomol Chem 2018; 15:6959-6966. [PMID: 28792040 DOI: 10.1039/c7ob01709j] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Abstract
Recently, a few Na+-specific RNA-cleaving DNAzymes have been reported, and a Na+ aptamer was identified from the NaA43 and Ce13d DNAzymes. These DNAzymes and the embedded aptamer have been used for Na+ detection. In this work, we studied the Na+-dependent folding of the Ce13d DNAzyme using fluorescence resonance energy transfer (FRET). When a FRET donor and an acceptor were respectively labeled at the ends of the DNAzyme, Na+ failed to induce an obvious end-to-end distance change, suggesting a rigid global structure. To relax this rigidity, the Ce13d DNAzyme was systematically split at various sites on both the enzyme and the substrate strands. The Na+ binding activity of the split structures was characterized by 2-aminopurine fluorescence, enzymatic activity, Tb3+-sensitized luminescence, and DMS footprinting. Among the various constructs, the only one that retained Na+ binding was the split at the cleavage site, and this construct was further labeled with two dyes near the split site. This FRET result showed Na+-dependent folding with a Kd of 26 mM Na+. This study provides important structural information related to Na+ binding to this new aptamer, which might also be useful for future work in biosensor design.
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Affiliation(s)
- Wenhu Zhou
- Xiangya School of Pharmaceutical Sciences, Central South University, Changsha, Hunan 410013, China
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7
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DasGupta S, Suslov NB, Piccirilli JA. Structural Basis for Substrate Helix Remodeling and Cleavage Loop Activation in the Varkud Satellite Ribozyme. J Am Chem Soc 2017; 139:9591-9597. [PMID: 28625058 PMCID: PMC5929484 DOI: 10.1021/jacs.7b03655] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
The Varkud satellite (VS) ribozyme catalyzes site-specific RNA cleavage and ligation reactions. Recognition of the substrate involves a kissing loop interaction between the substrate and the catalytic domain of the ribozyme, resulting in a rearrangement of the substrate helix register into a so-called "shifted" conformation that is critical for substrate binding and activation. We report a 3.3 Å crystal structure of the complete ribozyme that reveals the active, shifted conformation of the substrate, docked into the catalytic domain of the ribozyme. Comparison to previous NMR structures of isolated, inactive substrates provides a physical description of substrate remodeling, and implicates roles for tertiary interactions in catalytic activation of the cleavage loop. Similarities to the hairpin ribozyme cleavage loop activation suggest general strategies to enhance fidelity in RNA folding and ribozyme cleavage.
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Affiliation(s)
- Saurja DasGupta
- Department of Chemistry, The University of Chicago, Chicago, IL, 60637, USA
| | - Nikolai B. Suslov
- Department of Biochemistry and Molecular Biology, The University of Chicago, Chicago, IL, 60637, USA
| | - Joseph A. Piccirilli
- Department of Chemistry, The University of Chicago, Chicago, IL, 60637, USA
- Department of Biochemistry and Molecular Biology, The University of Chicago, Chicago, IL, 60637, USA
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8
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Miao Z, Adamiak RW, Antczak M, Batey RT, Becka AJ, Biesiada M, Boniecki MJ, Bujnicki JM, Chen SJ, Cheng CY, Chou FC, Ferré-D'Amaré AR, Das R, Dawson WK, Ding F, Dokholyan NV, Dunin-Horkawicz S, Geniesse C, Kappel K, Kladwang W, Krokhotin A, Łach GE, Major F, Mann TH, Magnus M, Pachulska-Wieczorek K, Patel DJ, Piccirilli JA, Popenda M, Purzycka KJ, Ren A, Rice GM, Santalucia J, Sarzynska J, Szachniuk M, Tandon A, Trausch JJ, Tian S, Wang J, Weeks KM, Williams B, Xiao Y, Xu X, Zhang D, Zok T, Westhof E. RNA-Puzzles Round III: 3D RNA structure prediction of five riboswitches and one ribozyme. RNA (NEW YORK, N.Y.) 2017; 23:655-672. [PMID: 28138060 PMCID: PMC5393176 DOI: 10.1261/rna.060368.116] [Citation(s) in RCA: 132] [Impact Index Per Article: 18.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/11/2016] [Accepted: 01/26/2017] [Indexed: 05/21/2023]
Abstract
RNA-Puzzles is a collective experiment in blind 3D RNA structure prediction. We report here a third round of RNA-Puzzles. Five puzzles, 4, 8, 12, 13, 14, all structures of riboswitch aptamers and puzzle 7, a ribozyme structure, are included in this round of the experiment. The riboswitch structures include biological binding sites for small molecules (S-adenosyl methionine, cyclic diadenosine monophosphate, 5-amino 4-imidazole carboxamide riboside 5'-triphosphate, glutamine) and proteins (YbxF), and one set describes large conformational changes between ligand-free and ligand-bound states. The Varkud satellite ribozyme is the most recently solved structure of a known large ribozyme. All puzzles have established biological functions and require structural understanding to appreciate their molecular mechanisms. Through the use of fast-track experimental data, including multidimensional chemical mapping, and accurate prediction of RNA secondary structure, a large portion of the contacts in 3D have been predicted correctly leading to similar topologies for the top ranking predictions. Template-based and homology-derived predictions could predict structures to particularly high accuracies. However, achieving biological insights from de novo prediction of RNA 3D structures still depends on the size and complexity of the RNA. Blind computational predictions of RNA structures already appear to provide useful structural information in many cases. Similar to the previous RNA-Puzzles Round II experiment, the prediction of non-Watson-Crick interactions and the observed high atomic clash scores reveal a notable need for an algorithm of improvement. All prediction models and assessment results are available at http://ahsoka.u-strasbg.fr/rnapuzzles/.
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Affiliation(s)
- Zhichao Miao
- Architecture et Réactivité de l'ARN, Université de Strasbourg, Institut de biologie moléculaire et cellulaire du CNRS, 67000 Strasbourg, France;
| | - Ryszard W Adamiak
- Institute of Bioorganic Chemistry, Polish Academy of Sciences, 61-704 Poznan, Poland
- Poznan University of Technology, Institute of Computing Science, 60-965 Poznan, Poland
| | - Maciej Antczak
- Poznan University of Technology, Institute of Computing Science, 60-965 Poznan, Poland
| | - Robert T Batey
- Department of Chemistry and Biochemistry, University of Colorado at Boulder, Boulder, Colorado 80309-0596, USA
| | - Alexander J Becka
- Department of Biochemistry, Stanford University School of Medicine, Stanford, California 94305, USA
| | - Marcin Biesiada
- Institute of Bioorganic Chemistry, Polish Academy of Sciences, 61-704 Poznan, Poland
| | - Michał J Boniecki
- Laboratory of Bioinformatics and Protein Engineering, International Institute of Molecular and Cell Biology in Warsaw, 02-109 Warsaw, Poland
| | - Janusz M Bujnicki
- Laboratory of Bioinformatics and Protein Engineering, International Institute of Molecular and Cell Biology in Warsaw, 02-109 Warsaw, Poland
- Laboratory of Bioinformatics, Institute of Molecular Biology and Biotechnology, Faculty of Biology, Adam Mickiewicz University, 61-614 Poznan, Poland
| | - Shi-Jie Chen
- Department of Physics and Astronomy, Department of Biochemistry, and Informatics Institute, University of Missouri-Columbia, Columbia, Missouri 65211, USA
| | - Clarence Yu Cheng
- Department of Biochemistry, Stanford University School of Medicine, Stanford, California 94305, USA
| | - Fang-Chieh Chou
- Department of Biochemistry, Stanford University School of Medicine, Stanford, California 94305, USA
| | | | - Rhiju Das
- Department of Biochemistry, Stanford University School of Medicine, Stanford, California 94305, USA
| | - Wayne K Dawson
- Laboratory of Bioinformatics and Protein Engineering, International Institute of Molecular and Cell Biology in Warsaw, 02-109 Warsaw, Poland
| | - Feng Ding
- Department of Physics and Astronomy, Clemson University, Clemson, South Carolina 29634, USA
| | - Nikolay V Dokholyan
- Department of Biochemistry and Biophysics, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, USA
| | - Stanisław Dunin-Horkawicz
- Laboratory of Bioinformatics and Protein Engineering, International Institute of Molecular and Cell Biology in Warsaw, 02-109 Warsaw, Poland
| | - Caleb Geniesse
- Department of Biochemistry, Stanford University School of Medicine, Stanford, California 94305, USA
| | - Kalli Kappel
- Department of Biochemistry, Stanford University School of Medicine, Stanford, California 94305, USA
| | - Wipapat Kladwang
- Department of Biochemistry, Stanford University School of Medicine, Stanford, California 94305, USA
| | - Andrey Krokhotin
- Department of Biochemistry and Biophysics, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, USA
| | - Grzegorz E Łach
- Laboratory of Bioinformatics and Protein Engineering, International Institute of Molecular and Cell Biology in Warsaw, 02-109 Warsaw, Poland
| | - François Major
- Institute for Research in Immunology and Cancer (IRIC), Department of Computer Science and Operations Research, Université de Montréal, Montréal, Québec, H3C 3J7, Canada
| | - Thomas H Mann
- Department of Biochemistry, Stanford University School of Medicine, Stanford, California 94305, USA
| | - Marcin Magnus
- Department of Biochemistry, Stanford University School of Medicine, Stanford, California 94305, USA
- Laboratory of Bioinformatics and Protein Engineering, International Institute of Molecular and Cell Biology in Warsaw, 02-109 Warsaw, Poland
| | | | - Dinshaw J Patel
- Structural Biology Program, Memorial Sloan-Kettering Cancer Center, New York, New York 10065, USA
| | - Joseph A Piccirilli
- Department of Biochemistry and Molecular Biology, The University of Chicago, Chicago, Illinois 60637, USA
- Department of Chemistry, The University of Chicago, Chicago, Illinois 60637, USA
| | - Mariusz Popenda
- Institute of Bioorganic Chemistry, Polish Academy of Sciences, 61-704 Poznan, Poland
| | - Katarzyna J Purzycka
- Institute of Bioorganic Chemistry, Polish Academy of Sciences, 61-704 Poznan, Poland
| | - Aiming Ren
- Structural Biology Program, Memorial Sloan-Kettering Cancer Center, New York, New York 10065, USA
- Life Sciences Institute, Zhejiang University, Hangzhou 310058, China
| | - Greggory M Rice
- Department of Chemistry, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599-3290, USA
| | - John Santalucia
- Department of Chemistry, Wayne State University, Detroit, Michigan 48202, USA
- DNA Software, Ann Arbor, Michigan 48104, USA
| | - Joanna Sarzynska
- Institute of Bioorganic Chemistry, Polish Academy of Sciences, 61-704 Poznan, Poland
| | - Marta Szachniuk
- Institute of Bioorganic Chemistry, Polish Academy of Sciences, 61-704 Poznan, Poland
- Poznan University of Technology, Institute of Computing Science, 60-965 Poznan, Poland
| | - Arpit Tandon
- Department of Biochemistry and Biophysics, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, USA
| | - Jeremiah J Trausch
- Department of Chemistry and Biochemistry, University of Colorado at Boulder, Boulder, Colorado 80309-0596, USA
| | - Siqi Tian
- Department of Biochemistry, Stanford University School of Medicine, Stanford, California 94305, USA
| | - Jian Wang
- Biomolecular Physics and Modeling Group, School of Physics, Huazhong University of Science and Technology, Wuhan 430074, Hubei, China
| | - Kevin M Weeks
- Department of Chemistry, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599-3290, USA
| | - Benfeard Williams
- Department of Biochemistry and Biophysics, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, USA
| | - Yi Xiao
- Biomolecular Physics and Modeling Group, School of Physics, Huazhong University of Science and Technology, Wuhan 430074, Hubei, China
| | - Xiaojun Xu
- Department of Physics and Astronomy, Department of Biochemistry, and Informatics Institute, University of Missouri-Columbia, Columbia, Missouri 65211, USA
| | - Dong Zhang
- Department of Physics and Astronomy, Department of Biochemistry, and Informatics Institute, University of Missouri-Columbia, Columbia, Missouri 65211, USA
| | - Tomasz Zok
- Poznan University of Technology, Institute of Computing Science, 60-965 Poznan, Poland
| | - Eric Westhof
- Architecture et Réactivité de l'ARN, Université de Strasbourg, Institut de biologie moléculaire et cellulaire du CNRS, 67000 Strasbourg, France;
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9
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Dagenais P, Girard N, Bonneau E, Legault P. Insights into RNA structure and dynamics from recent NMR and X-ray studies of the Neurospora Varkud satellite ribozyme. WILEY INTERDISCIPLINARY REVIEWS-RNA 2017; 8. [PMID: 28382748 PMCID: PMC5573960 DOI: 10.1002/wrna.1421] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/30/2016] [Revised: 02/21/2017] [Accepted: 03/08/2017] [Indexed: 12/31/2022]
Abstract
Despite the large number of noncoding RNAs and their importance in several biological processes, our understanding of RNA structure and dynamics at atomic resolution is still very limited. Like many other RNAs, the Neurospora Varkud satellite (VS) ribozyme performs its functions through dynamic exchange of multiple conformational states. More specifically, the VS ribozyme recognizes and cleaves its stem-loop substrate via a mechanism that involves several structural transitions within its stem-loop substrate. The recent publications of high-resolution structures of the VS ribozyme, obtained by NMR spectroscopy and X-ray crystallography, offer an opportunity to integrate the data and closely examine the structural and dynamic properties of this model RNA system. Notably, these investigations provide a valuable example of the divide-and-conquer strategy for structural and dynamic characterization of a large RNA, based on NMR structures of several individual subdomains. The success of this divide-and-conquer approach reflects the modularity of RNA architecture and the great care taken in identifying the independently-folding modules. Together with previous biochemical and biophysical characterizations, the recent NMR and X-ray studies provide a coherent picture into how the VS ribozyme recognizes its stem-loop substrate. Such in-depth characterization of this RNA enzyme will serve as a model for future structural and engineering studies of dynamic RNAs and may be particularly useful in planning divide-and-conquer investigations. WIREs RNA 2017, 8:e1421. doi: 10.1002/wrna.1421 For further resources related to this article, please visit the WIREs website.
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Affiliation(s)
- Pierre Dagenais
- Département de Biochimie et Médecine Moléculaire, Université de Montréal, Montréal, Canada
| | - Nicolas Girard
- Département de Biochimie et Médecine Moléculaire, Université de Montréal, Montréal, Canada
| | - Eric Bonneau
- Département de Biochimie et Médecine Moléculaire, Université de Montréal, Montréal, Canada
| | - Pascale Legault
- Département de Biochimie et Médecine Moléculaire, Université de Montréal, Montréal, Canada
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10
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Sengupta A, Sung HL, Nesbitt DJ. Amino Acid Specific Effects on RNA Tertiary Interactions: Single-Molecule Kinetic and Thermodynamic Studies. J Phys Chem B 2016; 120:10615-10627. [PMID: 27718572 DOI: 10.1021/acs.jpcb.6b05840] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
In light of the current models for an early RNA-based universe, the potential influence of simple amino acids on tertiary folding of ribozymal RNA into biochemically competent structures is speculated to be of significant evolutionary importance. In the present work, the folding-unfolding kinetics of a ubiquitous tertiary interaction motif, the GAAA tetraloop-tetraloop receptor (TL-TLR), is investigated by single-molecule fluorescence resonance energy transfer spectroscopy in the presence of natural amino acids both with (e.g., lysine, arginine) and without (e.g., glycine) protonated side chain residues. By way of control, we also investigate the effects of a special amino acid (e.g., proline) and amino acid mimetic (e.g., betaine) that contain secondary or quaternary amine groups rather than a primary amine group. This combination permits systematic study of amino acid induced (or amino acid like) RNA folding dynamics as a function of side chain complexity, pKa, charge state, and amine group content. Most importantly, each of the naturally occurring amino acids is found to destabilize the TL-TLR tertiary folding equilibrium, the kinetic origin of which is dominated by a decrease in the folding rate constant (kdock), also affected by a strongly amino acid selective increase in the unfolding rate constant (kundock). To further elucidate the underlying thermodynamics, single-molecule equilibrium constants (Keq) for TL-TLR folding have been probed as a function of temperature, which reveal an amino acid dependent decrease in both overall exothermicity (ΔΔH° > 0) and entropic cost (-TΔΔS° < 0) for the overall folding process. Temperature-dependent studies on the folding/unfolding kinetic rate constants reveal analogous amino acid specific changes in both enthalpy (ΔΔH⧧) and entropy (ΔΔS⧧) for accessing the transition state barrier. The maximum destabilization of the TL-TLR tertiary interaction is observed for arginine, which is consistent with early studies of arginine and guanidine ion-inhibited self-splicing kinetics for the full Tetrahymena ribozyme [ Yarus , M. ; Christian , E. L. Nature 1989 , 342 , 349 - 350 ; Yarus , M. Science 1988 , 240 , 1751 - 1758 ].
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Affiliation(s)
- Abhigyan Sengupta
- JILA, National Institute of Standards and Technology and Department of Chemistry and Biochemistry, University of Colorado , Boulder, Colorado 80309, United States
| | - Hsuan-Lei Sung
- JILA, National Institute of Standards and Technology and Department of Chemistry and Biochemistry, University of Colorado , Boulder, Colorado 80309, United States
| | - David J Nesbitt
- JILA, National Institute of Standards and Technology and Department of Chemistry and Biochemistry, University of Colorado , Boulder, Colorado 80309, United States
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Hua L, Song Y, Kim N, Laing C, Wang JTL, Schlick T. CHSalign: A Web Server That Builds upon Junction-Explorer and RNAJAG for Pairwise Alignment of RNA Secondary Structures with Coaxial Helical Stacking. PLoS One 2016; 11:e0147097. [PMID: 26789998 PMCID: PMC4720362 DOI: 10.1371/journal.pone.0147097] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2015] [Accepted: 12/29/2015] [Indexed: 01/01/2023] Open
Abstract
RNA junctions are important structural elements of RNA molecules. They are formed when three or more helices come together in three-dimensional space. Recent studies have focused on the annotation and prediction of coaxial helical stacking (CHS) motifs within junctions. Here we exploit such predictions to develop an efficient alignment tool to handle RNA secondary structures with CHS motifs. Specifically, we build upon our Junction-Explorer software for predicting coaxial stacking and RNAJAG for modelling junction topologies as tree graphs to incorporate constrained tree matching and dynamic programming algorithms into a new method, called CHSalign, for aligning the secondary structures of RNA molecules containing CHS motifs. Thus, CHSalign is intended to be an efficient alignment tool for RNAs containing similar junctions. Experimental results based on thousands of alignments demonstrate that CHSalign can align two RNA secondary structures containing CHS motifs more accurately than other RNA secondary structure alignment tools. CHSalign yields a high score when aligning two RNA secondary structures with similar CHS motifs or helical arrangement patterns, and a low score otherwise. This new method has been implemented in a web server, and the program is also made freely available, at http://bioinformatics.njit.edu/CHSalign/.
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Affiliation(s)
- Lei Hua
- Bioinformatics Laboratory, Department of Computer Science, New Jersey Institute of Technology, Newark, New Jersey, United States of America
| | - Yang Song
- Bioinformatics Laboratory, Department of Computer Science, New Jersey Institute of Technology, Newark, New Jersey, United States of America
| | - Namhee Kim
- Department of Chemistry, New York University, New York, New York, United States of America
| | - Christian Laing
- Bioinformatics Laboratory, Department of Computer Science, New Jersey Institute of Technology, Newark, New Jersey, United States of America
| | - Jason T. L. Wang
- Bioinformatics Laboratory, Department of Computer Science, New Jersey Institute of Technology, Newark, New Jersey, United States of America
- * E-mail: (JW); (TS)
| | - Tamar Schlick
- Department of Chemistry, New York University, New York, New York, United States of America
- Courant Institute of Mathematical Sciences, New York University, New York, New York, United States of America
- * E-mail: (JW); (TS)
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12
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Hardin JW, Warnasooriya C, Kondo Y, Nagai K, Rueda D. Assembly and dynamics of the U4/U6 di-snRNP by single-molecule FRET. Nucleic Acids Res 2015; 43:10963-74. [PMID: 26503251 PMCID: PMC4678811 DOI: 10.1093/nar/gkv1011] [Citation(s) in RCA: 32] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2015] [Accepted: 09/24/2015] [Indexed: 11/13/2022] Open
Abstract
In large ribonucleoprotein machines, such as ribosomes and spliceosomes, RNA functions as an assembly scaffold as well as a critical catalytic component. Protein binding to the RNA scaffold can induce structural changes, which in turn modulate subsequent binding of other components. The spliceosomal U4/U6 di-snRNP contains extensively base paired U4 and U6 snRNAs, Snu13, Prp31, Prp3 and Prp4, seven Sm and seven LSm proteins. We have studied successive binding of all protein components to the snRNA duplex during di-snRNP assembly by electrophoretic mobility shift assay and accompanying conformational changes in the U4/U6 RNA 3-way junction by single-molecule FRET. Stems I and II of the duplex were found to co-axially stack in free RNA and function as a rigid scaffold during the entire assembly, but the U4 snRNA 5' stem-loop adopts alternative orientations each stabilized by Prp31 and Prp3/4 binding accounting for altered Prp3/4 binding affinities in presence of Prp31.
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Affiliation(s)
- John W Hardin
- Department of Medicine, Section of Virology, Imperial College London, London W12 0NN, UK Single Molecule Imaging Group, MRC Clinical Sciences Centre, Imperial College London, London W12 0NN, UK MRC Laboratory of Molecular Biology, Francis Crick Avenue, Cambridge CB2 0QH, UK
| | - Chandani Warnasooriya
- Department of Medicine, Section of Virology, Imperial College London, London W12 0NN, UK Single Molecule Imaging Group, MRC Clinical Sciences Centre, Imperial College London, London W12 0NN, UK
| | - Yasushi Kondo
- MRC Laboratory of Molecular Biology, Francis Crick Avenue, Cambridge CB2 0QH, UK
| | - Kiyoshi Nagai
- MRC Laboratory of Molecular Biology, Francis Crick Avenue, Cambridge CB2 0QH, UK
| | - David Rueda
- Department of Medicine, Section of Virology, Imperial College London, London W12 0NN, UK Single Molecule Imaging Group, MRC Clinical Sciences Centre, Imperial College London, London W12 0NN, UK
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Abstract
Varkud Satellite (VS) ribozyme mediates rolling circle replication of a plasmid found in the Neurospora mitochondria. We report crystal structures of this ribozyme at 3.1Å resolution, revealing an intertwined dimer formed by an exchange of substrate helices. Within each protomer, an arrangement of three-way helical junctions organizes seven helices into a global fold that creates a docking site for the substrate helix of the other protomer, resulting in the formation of two active sites in trans. This mode of RNA-RNA association resembles the process of domain swapping in proteins and has implications for RNA regulation and evolution. Within each active site, adenine and guanine nucleobases abut the scissile phosphate, poised to serve direct roles in catalysis. Similarities to the active sites of the hairpin and hammerhead ribozymes highlight the functional significance of active site features, underscore the ability of RNA to access functional architectures from distant regions of sequence space, and suggest convergent evolution.
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Bonneau E, Girard N, Lemieux S, Legault P. The NMR structure of the II-III-VI three-way junction from the Neurospora VS ribozyme reveals a critical tertiary interaction and provides new insights into the global ribozyme structure. RNA (NEW YORK, N.Y.) 2015; 21:1621-32. [PMID: 26124200 PMCID: PMC4536322 DOI: 10.1261/rna.052076.115] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/31/2015] [Accepted: 06/08/2015] [Indexed: 05/04/2023]
Abstract
As part of an effort to structurally characterize the complete Neurospora VS ribozyme, NMR solution structures of several subdomains have been previously determined, including the internal loops of domains I and VI, the I/V kissing-loop interaction and the III-IV-V junction. Here, we expand this work by determining the NMR structure of a 62-nucleotide RNA (J236) that encompasses the VS ribozyme II-III-VI three-way junction and its adjoining stems. In addition, we localize Mg(2+)-binding sites within this structure using Mn(2+)-induced paramagnetic relaxation enhancement. The NMR structure of the J236 RNA displays a family C topology with a compact core stabilized by continuous stacking of stems II and III, a cis WC/WC G•A base pair, two base triples and two Mg(2+) ions. Moreover, it reveals a remote tertiary interaction between the adenine bulges of stems II and VI. Additional NMR studies demonstrate that both this bulge-bulge interaction and Mg(2+) ions are critical for the stable folding of the II-III-VI junction. The NMR structure of the J236 RNA is consistent with biochemical studies on the complete VS ribozyme, but not with biophysical studies performed with a minimal II-III-VI junction that does not contain the II-VI bulge-bulge interaction. Together with previous NMR studies, our findings provide important new insights into the three-dimensional architecture of this unique ribozyme.
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Affiliation(s)
- Eric Bonneau
- Département de Biochimie et Médecine Moléculaire, Université de Montréal, Montréal, Quebec H3C 3J7, Canada
| | - Nicolas Girard
- Département de Biochimie et Médecine Moléculaire, Université de Montréal, Montréal, Quebec H3C 3J7, Canada
| | - Sébastien Lemieux
- Département d'Informatique et de Recherche Opérationnelle et Institut de Recherche en Immunologie et en Cancérologie, Université de Montréal, Montréal, Quebec H3C 3J7, Canada
| | - Pascale Legault
- Département de Biochimie et Médecine Moléculaire, Université de Montréal, Montréal, Quebec H3C 3J7, Canada
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Bonneau E, Legault P. Nuclear magnetic resonance structure of the III-IV-V three-way junction from the Varkud satellite ribozyme and identification of magnesium-binding sites using paramagnetic relaxation enhancement. Biochemistry 2014; 53:6264-75. [PMID: 25238589 DOI: 10.1021/bi500826n] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
The VS ribozyme is a catalytic RNA found within some natural isolates of Neurospora that is being used as a model system to improve our understanding of RNA structure, catalysis, and engineering. The catalytic domain contains five helical domains (SLII-SLVI) that are organized by two three-way junctions. The III-IV-V junction is required for high-affinity binding of the substrate domain (SLI) through formation of a kissing loop interaction with SLV. Here, we determine the high-resolution nuclear magnetic resonance (NMR) structure of a 47-nucleotide RNA containing the III-IV-V junction (J345). The J345 RNA adopts a Y-shaped fold typical of the family C three-way junctions, with coaxial stacking between stems III and IV and an acute angle between stems III and V. The NMR structure reveals that the core of the III-IV-V junction contains four stacked base triples, a U-turn motif, a cross-strand stacking interaction, an A-minor interaction, and a ribose zipper. In addition, the NMR structure shows that the cCUUGg tetraloop used to stabilize stem IV adopts a novel RNA tetraloop fold, different from the known gCUUGc tetraloop structure. Using Mn(2+)-induced paramagnetic relaxation enhancement, we identify six Mg(2+)-binding sites within J345, including one associated with the cCUUGg tetraloop and two with the junction core. The NMR structure of J345 likely represents the conformation of the III-IV-V junction in the context of the active VS ribozyme and suggests that this junction functions as a dynamic hinge that contributes to substrate recognition and catalysis. Moreover, this study highlights a new role for family C three-way junctions in long-range tertiary interactions.
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Affiliation(s)
- Eric Bonneau
- Département de Biochimie et Médecine Moléculaire, Université de Montréal , C.P. 6128, Succursale Centre-Ville, Montréal, QC, Canada H3C 3J7
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16
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Bouchard P, Legault P. A remarkably stable kissing-loop interaction defines substrate recognition by the Neurospora Varkud Satellite ribozyme. RNA (NEW YORK, N.Y.) 2014; 20:1451-64. [PMID: 25051972 PMCID: PMC4138328 DOI: 10.1261/rna.046144.114] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/28/2014] [Accepted: 06/03/2014] [Indexed: 05/20/2023]
Abstract
Kissing loops are tertiary structure elements that often play key roles in functional RNAs. In the Neurospora VS ribozyme, a kissing-loop interaction between the stem-loop I (SLI) substrate and stem-loop V (SLV) of the catalytic domain is known to play an important role in substrate recognition. In addition, this I/V kissing-loop interaction is associated with a helix shift in SLI that activates the substrate for catalysis. To better understand the role of this kissing-loop interaction in substrate recognition and activation by the VS ribozyme, we performed a thermodynamic characterization by isothermal titration calorimetry using isolated SLI and SLV stem-loops. We demonstrate that preshifted SLI variants have higher affinity for SLV than shiftable SLI variants, with an energetic cost of 1.8-3 kcal/mol for the helix shift in SLI. The affinity of the preshifted SLI for SLV is remarkably high, the interaction being more stable by 7-8 kcal/mol than predicted for a comparable duplex containing three Watson-Crick base pairs. The structural basis of this remarkable stability is discussed in light of previous NMR studies. Comparative thermodynamic studies reveal that kissing-loop complexes containing 6-7 Watson-Crick base pairs are as stable as predicted from comparable RNA duplexes; however, those with 2-3 Watson-Crick base pairs are more stable than predicted. Interestingly, the stability of SLI/ribozyme complexes is similar to that of SLI/SLV complexes. Thus, the I/V kissing loop interaction represents the predominant energetic contribution to substrate recognition by the trans-cleaving VS ribozyme.
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Affiliation(s)
- Patricia Bouchard
- Département de Biochimie et Médecine Moléculaire, Université de Montréal, C.P. 6128, Succursale Centre-Ville, Montréal, QC, Canada H3C 3J7
| | - Pascale Legault
- Département de Biochimie et Médecine Moléculaire, Université de Montréal, C.P. 6128, Succursale Centre-Ville, Montréal, QC, Canada H3C 3J7
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17
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Bonneau E, Legault P. NMR localization of divalent cations at the active site of the Neurospora VS ribozyme provides insights into RNA-metal-ion interactions. Biochemistry 2014; 53:579-90. [PMID: 24364590 PMCID: PMC3906864 DOI: 10.1021/bi401484a] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
Metal cations represent key elements of RNA structure and function. In the Neurospora VS ribozyme, metal cations play diverse roles; they are important for substrate recognition, formation of the active site, and shifting the pKa's of two key nucleobases that contribute to the general acid-base mechanism. Recently, we determined the NMR structure of the A730 loop of the VS ribozyme active site (SLVI) that contributes the general acid (A756) in the enzymatic mechanism of the cleavage reaction. Our studies showed that magnesium (Mg(2+)) ions are essential to stabilize the formation of the S-turn motif within the A730 loop that exposes the A756 nucleobase for catalysis. In this article, we extend these NMR investigations by precisely mapping the Mg(2+)-ion binding sites using manganese-induced paramagnetic relaxation enhancement and cadmium-induced chemical-shift perturbation of phosphorothioate RNAs. These experiments identify five Mg(2+)-ion binding sites within SLVI. Four Mg(2+) ions in SLVI are associated with known RNA structural motifs, including the G-U wobble pair and the GNRA tetraloop, and our studies reveal novel insights about Mg(2+) ion binding to these RNA motifs. Interestingly, one Mg(2+) ion is specifically associated with the S-turn motif, confirming its structural role in the folding of the A730 loop. This Mg(2+) ion is likely important for formation of the active site and may play an indirect role in catalysis.
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Affiliation(s)
- Eric Bonneau
- Département de Biochimie et Médecine Moléculaire, Université de Montréal , C.P. 6128, Succursale Centre-Ville, Montréal, Québec H3C 3J7, Canada
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18
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Garcia-Martin JA, Clote P, Dotu I. RNAiFOLD: a constraint programming algorithm for RNA inverse folding and molecular design. J Bioinform Comput Biol 2013; 11:1350001. [PMID: 23600819 DOI: 10.1142/s0219720013500017] [Citation(s) in RCA: 59] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023]
Abstract
Synthetic biology is a rapidly emerging discipline with long-term ramifications that range from single-molecule detection within cells to the creation of synthetic genomes and novel life forms. Truly phenomenal results have been obtained by pioneering groups--for instance, the combinatorial synthesis of genetic networks, genome synthesis using BioBricks, and hybridization chain reaction (HCR), in which stable DNA monomers assemble only upon exposure to a target DNA fragment, biomolecular self-assembly pathways, etc. Such work strongly suggests that nanotechnology and synthetic biology together seem poised to constitute the most transformative development of the 21st century. In this paper, we present a Constraint Programming (CP) approach to solve the RNA inverse folding problem. Given a target RNA secondary structure, we determine an RNA sequence which folds into the target structure; i.e. whose minimum free energy structure is the target structure. Our approach represents a step forward in RNA design--we produce the first complete RNA inverse folding approach which allows for the specification of a wide range of design constraints. We also introduce a Large Neighborhood Search approach which allows us to tackle larger instances at the cost of losing completeness, while retaining the advantages of meeting design constraints (motif, GC-content, etc.). Results demonstrate that our software, RNAiFold, performs as well or better than all state-of-the-art approaches; nevertheless, our approach is unique in terms of completeness, flexibility, and the support of various design constraints. The algorithms presented in this paper are publicly available via the interactive webserver http://bioinformatics.bc.edu/clotelab/RNAiFold; additionally, the source code can be downloaded from that site.
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Wilson TJ, Lilley DM. A Mechanistic Comparison of the Varkud Satellite and Hairpin Ribozymes. PROGRESS IN MOLECULAR BIOLOGY AND TRANSLATIONAL SCIENCE 2013; 120:93-121. [DOI: 10.1016/b978-0-12-381286-5.00003-2] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
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Abstract
Ribozymes are RNA molecules that act as chemical catalysts. In contemporary cells, most known ribozymes carry out phosphoryl transfer reactions. The nucleolytic ribozymes comprise a class of five structurally-distinct species that bring about site-specific cleavage by nucleophilic attack of the 2'-O on the adjacent 3'-P to form a cyclic 2',3'-phosphate. In general, they will also catalyse the reverse reaction. As a class, all these ribozymes appear to use general acid-base catalysis to accelerate these reactions by about a million-fold. In the Varkud satellite ribozyme, we have shown that the cleavage reaction is catalysed by guanine and adenine nucleobases acting as general base and acid, respectively. The hairpin ribozyme most probably uses a closely similar mechanism. Guanine nucleobases appear to be a common choice of general base, but the general acid is more variable. By contrast, the larger ribozymes such as the self-splicing introns and RNase P act as metalloenzymes.
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Affiliation(s)
- David M J Lilley
- Cancer Research UK Nucleic Acid Structure Research Group, The University of Dundee, MSI/WTB Complex, Dow Street, Dundee DD1 5EH, UK.
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Butcher SE, Pyle AM. The molecular interactions that stabilize RNA tertiary structure: RNA motifs, patterns, and networks. Acc Chem Res 2011; 44:1302-11. [PMID: 21899297 DOI: 10.1021/ar200098t] [Citation(s) in RCA: 232] [Impact Index Per Article: 17.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
RNA molecules adopt specific three-dimensional structures critical to their function. Many essential metabolic processes, including protein synthesis and RNA splicing, are carried out by RNA molecules with elaborate tertiary structures (e.g. 3QIQ, right). Indeed, the ribosome and self-splicing introns are complex RNA machines. But even the coding regions in messenger RNAs and viral RNAs are flanked by highly structured untranslated regions, which provide regulatory information necessary for gene expression. RNA tertiary structure is defined as the three-dimensional arrangement of RNA building blocks, which include helical duplexes, triple-stranded structures, and other components that are held together through connections collectively termed RNA tertiary interactions. The structural diversity of these interactions is now a subject of intense investigation, involving the techniques of NMR, X-ray crystallography, chemical genetics, and phylogenetic analysis. At the same time, many investigators are using biophysical techniques to elucidate the driving forces for tertiary structure formation and the mechanisms for its stabilization. RNA tertiary folding is promoted by maximization of base stacking, much like the hydrophobic effect that drives protein folding. RNA folding also requires electrostatic stabilization, both through charge screening and site binding of metals, and it is enhanced by desolvation of the phosphate backbone. In this Account, we provide an overview of the features that specify and stabilize RNA tertiary structure. A major determinant for overall tertiary RNA architecture is local conformation in secondary-structure junctions, which are regions from which two or more duplexes project. At junctions and other structures, such as pseudoknots and kissing loops, adjacent helices stack on one another, and these coaxial stacks play a major role in dictating the overall architectural form of an RNA molecule. In addition to RNA junction topology, a second determinant for RNA tertiary structure is the formation of sequence-specific interactions. Networks of triple helices, tetraloop-receptor interactions, and other sequence-specific contacts establish the framework for the overall tertiary fold. The third determinant of tertiary structure is the formation of stabilizing stacking and backbone interactions, and many are not sequence specific. For example, ribose zippers allow 2'-hydroxyl groups on different RNA strands to form networks of interdigitated hydrogen bonds, serving to seal strands together and thereby stabilize adjacent substructures. These motifs often require monovalent and divalent cations, which can interact diffusely or through chelation to specific RNA functional groups. As we learn more about the components of RNA tertiary structure, we will be able to predict the structures of RNA molecules from their sequences, thereby obtaining key information about biological function. Understanding and predicting RNA structure is particularly important given the recent discovery that although most of our genome is transcribed into RNA molecules, few of them have a known function. The prevalence of RNA viruses and pathogens with RNA genomes makes RNA drug discovery an active area of research. Finally, knowledge of RNA structure will facilitate the engineering of supramolecular RNA structures, which can be used as nanomechanical components for new materials. But all of this promise depends on a better understanding of the RNA parts list, and how the pieces fit together.
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Affiliation(s)
- Samuel E. Butcher
- Department of Biochemistry, University of Wisconsin—Madison, 433 Babcock
Drive, Madison, Wisconsin 53706-1544, United States
| | - Anna Marie Pyle
- Department of Molecular, Cellular
and Developmental Biology and Department of Chemistry, Yale University, New Haven, Connecticut, United States
- Howard Hughes Medical Institute
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Lacroix-Labonté J, Girard N, Lemieux S, Legault P. Helix-length compensation studies reveal the adaptability of the VS ribozyme architecture. Nucleic Acids Res 2011; 40:2284-93. [PMID: 22086962 PMCID: PMC3299992 DOI: 10.1093/nar/gkr1018] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
Compensatory mutations in RNA are generally regarded as those that maintain base pairing, and their identification forms the basis of phylogenetic predictions of RNA secondary structure. However, other types of compensatory mutations can provide higher-order structural and evolutionary information. Here, we present a helix-length compensation study for investigating structure–function relationships in RNA. The approach is demonstrated for stem-loop I and stem-loop V of the Neurospora VS ribozyme, which form a kissing–loop interaction important for substrate recognition. To rapidly characterize the substrate specificity (kcat/KM) of several substrate/ribozyme pairs, a procedure was established for simultaneous kinetic characterization of multiple substrates. Several active substrate/ribozyme pairs were identified, indicating the presence of limited substrate promiscuity for stem Ib variants and helix-length compensation between stems Ib and V. 3D models of the I/V interaction were generated that are compatible with the kinetic data. These models further illustrate the adaptability of the VS ribozyme architecture for substrate cleavage and provide global structural information on the I/V kissing–loop interaction. By exploring higher-order compensatory mutations in RNA our approach brings a deeper understanding of the adaptability of RNA structure, while opening new avenues for RNA research.
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Affiliation(s)
- Julie Lacroix-Labonté
- Département de Biochimie, Université de Montréal, C.P. 6128, Succursale Centre-Ville, Montréal, QC, Canada
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23
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He Y, Lu Y. Metal-ion-dependent folding of a uranyl-specific DNAzyme: insight into function from fluorescence resonance energy transfer studies. Chemistry 2011; 17:13732-42. [PMID: 22052817 DOI: 10.1002/chem.201100352] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2011] [Revised: 07/25/2011] [Indexed: 01/28/2023]
Abstract
Fluorescence resonance energy transfer (FRET) has been used to study the global folding of an uranyl (UO(2)(2+))-specific 39E DNAzyme in the presence of Mg(2+), Zn(2+), Pb(2+), or UO(2)(2+). At pH 5.5 and physiological ionic strength (100 mM Na(+)), two of the three stems in this DNAzyme folded into a compact structure in the presence of Mg(2+) or Zn(2+). However, no folding occurred in the presence of Pb(2+) or UO(2)(2+); this is analogous to the "lock-and-key" catalysis mode first observed in the Pb(2+)-specific 8-17 DNAzyme. However, Mg(2+) and Zn(2+) exert different effects on the 8-17 and 39E DNAzymes. Whereas Mg(2+) or Zn(2+)-dependent folding promoted 8-17 DNAzyme activity, the 39E DNAzyme folding induced by Mg(2+) or Zn(2+) inhibited UO(2)(2+)-specific activity. Group IIA series of metal ions (Mg(2+), Ca(2+), Sr(2+)) also caused global folding of the 39E DNAzyme, for which the apparent binding affinity between these metal ions and the DNAzyme decreases as the ionic radius of the metal ions increases. Because the ionic radius of Sr(2+) (1.12 Å) is comparable to that of Pb(2+) (1.20 Å), but contrary to Pb(2+), Sr(2+) induces the DNAzyme to fold under identical conditions, ionic size alone cannot account for the unique folding behaviors induced by Pb(2+) and UO(2)(2+). Under low ionic strength (30 mM Na(+)), all four metal ions (Mg(2+), Zn(2+), Pb(2+), and UO(2)(2+)), caused 39E DNAzyme folding, suggesting that metal ions can neutralize the negative charge of DNA-backbone phosphates in addition to playing specific catalytic roles. Mg(2+) at low (<2 mM) concentration promoted UO(2)(2+)-specific activity, whereas Mg(2+) at high (>2 mM) concentration inhibited the UO(2)(2+)-specific activity. Therefore, the lock-and-key mode of DNAzymes depends on ionic strength, and the 39E DNAzyme is in the lock-and-key mode only at ionic strengths of 100 mM or greater.
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Affiliation(s)
- Ying He
- Department of Materials Science and Engineering, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
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24
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Laing C, Wen D, Wang JTL, Schlick T. Predicting coaxial helical stacking in RNA junctions. Nucleic Acids Res 2011; 40:487-98. [PMID: 21917853 PMCID: PMC3258123 DOI: 10.1093/nar/gkr629] [Citation(s) in RCA: 43] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
RNA junctions are important structural elements that form when three or more helices come together in space in the tertiary structures of RNA molecules. Determining their structural configuration is important for predicting RNA 3D structure. We introduce a computational method to predict, at the secondary structure level, the coaxial helical stacking arrangement in junctions, as well as classify the junction topology. Our approach uses a data mining approach known as random forests, which relies on a set of decision trees trained using length, sequence and other variables specified for any given junction. The resulting protocol predicts coaxial stacking within three- and four-way junctions with an accuracy of 81% and 77%, respectively; the accuracy increases to 83% and 87%, respectively, when knowledge from the junction family type is included. Coaxial stacking predictions for the five to ten-way junctions are less accurate (60%) due to sparse data available for training. Additionally, our application predicts the junction family with an accuracy of 85% for three-way junctions and 74% for four-way junctions. Comparisons with other methods, as well applications to unsolved RNAs, are also presented. The web server Junction-Explorer to predict junction topologies is freely available at: http://bioinformatics.njit.edu/junction.
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Affiliation(s)
- Christian Laing
- Department of Chemistry, Courant Institute of Mathematical Sciences, New York University, 251 Mercer Street, New York, NY 10012, USA
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25
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Abstract
The nucleolytic ribozymes use general acid-base catalysis to contribute significantly to their rate enhancement. The VS (Varkud satellite) ribozyme uses a guanine and an adenine nucleobase as general base and acid respectively in the cleavage reaction. The hairpin ribozyme is probably closely similar, while the remaining nucleolytic ribozymes provide some interesting contrasts.
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26
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Tremblay R, Lemay JF, Blouin S, Mulhbacher J, Bonneau É, Legault P, Dupont P, Penedo JC, Lafontaine DA. Constitutive regulatory activity of an evolutionarily excluded riboswitch variant. J Biol Chem 2011; 286:27406-15. [PMID: 21676871 DOI: 10.1074/jbc.m111.229047] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2023] Open
Abstract
The exquisite specificity of the adenine-responsive riboswitch toward its cognate metabolite has been shown to arise from the formation of a Watson-Crick interaction between the adenine ligand and residue U65. A recent crystal structure of a U65C adenine aptamer variant has provided a rationale for the phylogenetic conservation observed at position 39 for purine aptamers. The G39-C65 variant adopts a compact ligand-free structure in which G39 is accommodated by the ligand binding site and is base-paired to the cytosine at position 65. Here, we demonstrate using a combination of biochemical and biophysical techniques that the G39-C65 base pair not only severely impairs ligand binding but also disrupts the functioning of the riboswitch in vivo by constitutively activating gene expression. Folding studies using single-molecule FRET revealed that the G39-C65 variant displays a low level of dynamic heterogeneity, a feature reminiscent of ligand-bound wild-type complexes. A restricted conformational freedom together with an ability to significantly fold in monovalent ions are exclusive to the G39-C65 variant. This work provides a mechanistic framework to rationalize the evolutionary exclusion of certain nucleotide combinations in favor of sequences that preserve ligand binding and gene regulation functionalities.
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Affiliation(s)
- Renaud Tremblay
- Groupe ARN/RNA Group, Département de Biologie, Faculté des Sciences, Université de Sherbrooke, Québec J1K 2R1, Canada
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27
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Wilson TJ, Lilley DMJ. Do the hairpin and VS ribozymes share a common catalytic mechanism based on general acid-base catalysis? A critical assessment of available experimental data. RNA (NEW YORK, N.Y.) 2011; 17:213-21. [PMID: 21173201 PMCID: PMC3022271 DOI: 10.1261/rna.2473711] [Citation(s) in RCA: 44] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/04/2023]
Abstract
The active centers of the hairpin and VS ribozymes are both generated by the interaction of two internal loops, and both ribozymes use guanine and adenine nucleobases to accelerate cleavage and ligation reactions. The centers are topologically equivalent and the relative positioning of key elements the same. There is good evidence that the cleavage reaction of the VS ribozyme is catalyzed by the guanine (G638) acting as general base and the adenine (A756) as general acid. We now critically evaluate the experimental mechanistic evidence for the hairpin ribozyme. We conclude that all the available data are fully consistent with a major contribution to catalysis by general acid-base catalysis involving the adenine (A38) and guanine (G8). It appears that the two ribozymes are mechanistically equivalent.
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Affiliation(s)
- Timothy J Wilson
- Cancer Research UK Nucleic Acid Structure Research Group, MSI/WTB Complex, The University of Dundee, Dundee DD15EH, United Kingdom
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28
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Desjardins G, Bonneau E, Girard N, Boisbouvier J, Legault P. NMR structure of the A730 loop of the Neurospora VS ribozyme: insights into the formation of the active site. Nucleic Acids Res 2011; 39:4427-37. [PMID: 21266483 PMCID: PMC3105416 DOI: 10.1093/nar/gkq1244] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
The Neurospora VS ribozyme is a small nucleolytic ribozyme with unique primary, secondary and global tertiary structures, which displays mechanistic similarities to the hairpin ribozyme. Here, we determined the high-resolution NMR structure of a stem–loop VI fragment containing the A730 internal loop, which forms part of the active site. In the presence of magnesium ions, the A730 loop adopts a structure that is consistent with existing biochemical data and most likely reflects its conformation in the VS ribozyme prior to docking with the cleavage site internal loop. Interestingly, the A730 loop adopts an S-turn motif that is also present in loop B within the hairpin ribozyme active site. The S-turn appears necessary to expose the Watson–Crick edge of a catalytically important residue (A756) so that it can fulfill its role in catalysis. The A730 loop and the cleavage site loop of the VS ribozyme display structural similarities to internal loops found in the active site of the hairpin ribozyme. These similarities provided a rationale to build a model of the VS ribozyme active site based on the crystal structure of the hairpin ribozyme.
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Affiliation(s)
- Geneviève Desjardins
- Département de Biochimie, Université de Montréal, CP 6128, Succursale Centre-Ville, Montréal, Québec H3C 3J7, Canada
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29
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Abstract
Comparative gel electrophoresis provides information on the relative angles subtended between helical arms at a branchpoint in RNA. It is based upon the comparison of electrophoretic mobility in polyacrylamide gels of species containing two long arms, with the remaining one(s) being significantly shorter. Although the method currently lacks a really well-established basis of physical theory, it is very powerful, yet simple to apply. It has had a number of significant successes in RNA, DNA and DNA-protein complexes, and in all cases to date the results have stood the test of time and eventual comparison with crystallographic analysis.
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30
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Ouellet J, Byrne M, Lilley DMJ. Formation of an active site in trans by interaction of two complete Varkud Satellite ribozymes. RNA (NEW YORK, N.Y.) 2009; 15:1822-6. [PMID: 19703941 PMCID: PMC2743049 DOI: 10.1261/rna.1759009] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/04/2023]
Abstract
The complete VS ribozyme comprises seven helical segments, connected by three three-way RNA junctions. In the presence of Mg(2+) ions, cleavage occurs within the internal loop of helix I. This requires the participation of a guanine (G638) within the helix I loop, and a remote adenine (A756) within an internal loop of helix VI. Previous structural studies have suggested that helix I docks into the fold of the remaining part of the ribozyme, bringing A756 and G638 close to the scissile phosphate to allow the cleavage reaction to proceed. We show here that while either A756C or G638A individually exhibit very low cleavage activity, a mixture of the two variants leads to cleavage of the A756C RNA, but not the G638A RNA. The rate of cleavage depends on the concentration of the VS G638A RNA, as expected for a bimolecular interaction. This regaining of cleavage activity by complementation indicates that helix I of one VS RNA can interact with another VS RNA molecule to generate a functional active site in trans.
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Affiliation(s)
- Jonathan Ouellet
- Cancer Research UK Nucleic Acid Structure Research Group, The University of Dundee, Dundee, United Kingdom
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31
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The structure and function of catalytic RNAs. ACTA ACUST UNITED AC 2009; 52:232-44. [DOI: 10.1007/s11427-009-0038-z] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2008] [Accepted: 12/25/2008] [Indexed: 11/26/2022]
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32
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Walter NG, Perumal S. The Small Ribozymes: Common and Diverse Features Observed through the FRET Lens. SPRINGER SERIES IN BIOPHYSICS 2009; 13:103-127. [PMID: 21796234 DOI: 10.1007/978-3-540-70840-7_5] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
The hammerhead, hairpin, HDV, VS and glmS ribozymes are the five known, naturally occurring catalytic RNAs classified as the "small ribozymes". They share common reaction chemistry in cleaving their own backbone by phosphodiester transfer, but are diverse in their secondary and tertiary structures, indicating that Nature has found at least five independent solutions to a common chemical task. Fluorescence resonance energy transfer (FRET) has been extensively used to detect conformational changes in these ribozymes and dissect their reaction pathways. Common and diverse features are beginning to emerge that, by extension, highlight general biophysical properties of non-protein coding RNAs.
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Affiliation(s)
- Nils G Walter
- Department of Chemistry, Single Molecule Analysis Group, University of Michigan, Ann Arbor, MI 48109
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33
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Lilley DMJ. The structure and folding of branched RNA analyzed by fluorescence resonance energy transfer. Methods Enzymol 2009; 469:159-87. [PMID: 20946789 DOI: 10.1016/s0076-6879(09)69008-x] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
Abstract
Fluorescence resonance energy transfer (FRET) is a spectroscopic means of obtaining distance information over a range up to ~80Å in solution. It is based on the dipolar coupling between the electronic transition moments of a donor and acceptor fluorophore attached at known positions on the RNA species of interest. It can be applied in ensembles of molecules, either by steady-state fluorescence or by lifetime measurements, but it is also very appropriate for single-molecule studies. In addition to the provision of distance information, recent studies have emphasized the orientation dependence of energy transfer.
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Affiliation(s)
- David M J Lilley
- Cancer Research UK Nucleic Acid Structure Research Group, MSI/WTB Complex, The University of Dundee, Dundee, United Kingdom
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34
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Abstract
Electrophoresis in polyacrylamide gels provides a simple yet powerful means of analyzing the relative disposition of helical arms in branched nucleic acids. The electrophoretic mobility of DNA or RNA with a central discontinuity is determined by the angle subtended between the arms radiating from the branchpoint. In a multi-helical branchpoint, comparative gel electrophoresis can provide a relative measure of all the inter-helical angles and thus the shape and symmetry of the molecule. Using the long-short arm approach, the electrophoretic mobility of all the species with two helical arms that are longer than all others is compared. This can be done as a function of conditions, allowing the analysis of ion-dependent folding of branched DNA and RNA species. Notable successes for the technique include the four-way (Holliday) junction in DNA and helical junctions in functionally significant RNA species such as ribozymes. Many of these structures have subsequently been proved correct by crystallography or other methods, up to 10 years later in the case of the Holliday junction. Just as important, the technique has not failed to date. Comparative gel electrophoresis can provide a window on both fast and slow conformational equilibria such as conformer exchange in four-way DNA junctions. But perhaps the biggest test of the approach has been to deduce the structures of complexes of four-way DNA junctions with proteins. Two recent crystallographic structures show that the global structures were correctly deduced by electrophoresis, proving the worth of the method even in these rather complex systems. Comparative gel electrophoresis is a robust method for the analysis of branched nucleic acids and their complexes.
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35
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Lipfert J, Ouellet J, Norman DG, Doniach S, Lilley DM. The complete VS ribozyme in solution studied by small-angle X-ray scattering. Structure 2008; 16:1357-67. [PMID: 18786398 PMCID: PMC4390040 DOI: 10.1016/j.str.2008.07.007] [Citation(s) in RCA: 57] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2008] [Revised: 06/28/2008] [Accepted: 07/01/2008] [Indexed: 10/21/2022]
Abstract
We have used small-angle X-ray solution scattering to obtain ab initio shape reconstructions of the complete VS ribozyme. The ribozyme occupies an electron density envelope with an irregular shape, into which helical sections have been fitted. The ribozyme is built around a core comprising a near-coaxial stack of three helices, organized by two three-way helical junctions. An additional three-way junction formed by an auxiliary helix directs the substrate stem-loop, juxtaposing the cleavage site with an internal loop to create the active complex. This is consistent with the current view of the probable mechanism of trans-esterification in which adenine and guanine nucleobases contributed by the interacting loops combine in general acid-base catalysis.
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Affiliation(s)
- Jan Lipfert
- Department of Physics, Applied Physics, Stanford University, Stanford, California 94305, USA
| | - Jonathan Ouellet
- Cancer Research UK Nucleic Acid Structure Research Group, MSI/WTB Complex, The University of Dundee, Dundee DD1 5EH, U.K
| | - David G. Norman
- Cancer Research UK Nucleic Acid Structure Research Group, MSI/WTB Complex, The University of Dundee, Dundee DD1 5EH, U.K
| | - Sebastian Doniach
- Department of Physics, Applied Physics, Stanford University, Stanford, California 94305, USA
- Department of Biophysics Program, Stanford University, Stanford, California 94305, USA
- Department of Geballe Laboratory of Advanced Materials, Stanford University, Stanford, California 94305, USA
| | - David M.J. Lilley
- Cancer Research UK Nucleic Acid Structure Research Group, MSI/WTB Complex, The University of Dundee, Dundee DD1 5EH, U.K
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36
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Pereira MJB, Nikolova EN, Hiley SL, Jaikaran D, Collins RA, Walter NG. Single VS ribozyme molecules reveal dynamic and hierarchical folding toward catalysis. J Mol Biol 2008; 382:496-509. [PMID: 18656481 DOI: 10.1016/j.jmb.2008.07.020] [Citation(s) in RCA: 46] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2008] [Revised: 07/01/2008] [Accepted: 07/08/2008] [Indexed: 01/18/2023]
Abstract
Non-coding RNAs of complex tertiary structure are involved in numerous aspects of the replication and processing of genetic information in many organisms; however, an understanding of the complex relationship between their structural dynamics and function is only slowly emerging. The Neurospora Varkud Satellite (VS) ribozyme provides a model system to address this relationship. First, it adopts a tertiary structure assembled from common elements, a kissing loop and two three-way junctions. Second, catalytic activity of the ribozyme is essential for replication of VS RNA in vivo and can be readily assayed in vitro. Here we exploit single molecule FRET to show that the VS ribozyme exhibits previously unobserved dynamic and heterogeneous hierarchical folding into an active structure. Readily reversible kissing loop formation combined with slow cleavage of the upstream substrate helix suggests a model whereby the structural dynamics of the VS ribozyme favor cleavage of the substrate downstream of the ribozyme core instead. This preference is expected to facilitate processing of the multimeric RNA replication intermediate into circular VS RNA, which is the predominant form observed in vivo.
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Affiliation(s)
- Miguel J B Pereira
- Department of Chemistry, Single Molecule Analysis Group, 930 N. University Ave., University of Michigan, Ann Arbor, MI 48109-1055, USA
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37
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Walter NG. Probing RNA structural dynamics and function by fluorescence resonance energy transfer (FRET). CURRENT PROTOCOLS IN NUCLEIC ACID CHEMISTRY 2008; Chapter 11:11.10.1-11.10.23. [PMID: 18428904 DOI: 10.1002/0471142700.nc1110s11] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Biological function of RNA is often mediated by cyclic switching between several (meta-)stable arrangements of tertiary structure. Fluorophore labeling of RNA offers a unique view into these folding and conformational switching events, since a fluorescence signal is sensitive to its molecular environment and can be continuously monitored in real time to produce kinetic rate information. This unit focuses on the practical implications of using fluorescence resonance energy transfer (FRET) to probe RNA structural dynamics and function. FRET is a particularly powerful fluorescence technique since, in addition to kinetic data, it provides insights into the structural basis of a conformational rearrangement. Protocols describe how to postsynthetically label RNA for FRET and how to acquire and analyze FRET data. Support protocols describe methods for deprotecting synthetic RNA and for purifying RNA by gel electrophoresis and HPLC. Considerations for selecting appropriate RNA, fluorophores, and labeling strategies are discussed in detail in the commentary.
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38
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Jaikaran D, Smith MD, Mehdizadeh R, Olive J, Collins RA. An important role of G638 in the cis-cleavage reaction of the Neurospora VS ribozyme revealed by a novel nucleotide analog incorporation method. RNA (NEW YORK, N.Y.) 2008; 14:938-49. [PMID: 18356538 PMCID: PMC2327350 DOI: 10.1261/rna.936508] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/05/2023]
Abstract
We describe a chemical coupling procedure that allows joining of two RNAs, one of which contains a site-specific base analog substitution, in the absence of divalent ions. This method allows incorporation of nucleotide analogs at specific positions even into large, cis-cleaving ribozymes. Using this method we have studied the effects of substitution of G638 in the cleavage site loop of the VS ribozyme with a variety of purine analogs having different functional groups and pK(a) values. Cleavage rate versus pH profiles combined with kinetic solvent isotope experiments indicate an important role for G638 in proton transfer during the rate-limiting step of the cis-cleavage reaction.
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Affiliation(s)
- Dominic Jaikaran
- Department of Molecular Genetics, University of Toronto, Toronto, Ontario M5S 1A8, Canada
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39
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Lilley DMJ. A chemo-genetic approach for the study of nucleobase participation in nucleolytic ribozymes. Biol Chem 2007; 388:699-704. [PMID: 17570822 DOI: 10.1515/bc.2007.069] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
A novel chemo-genetic approach for the analysis of general acid-base catalysis by nucleobases in ribozymes is reviewed. This involves substitution of a C-nucleoside with imidazole in place of a natural nucleobase. The Varkud satellite ribozyme in which the nucleobase at the critical 756 position has been replaced by imidazole is active in both cleavage and ligation reactions. Similarly, a modified hairpin ribozyme with the nucleobase at position 8 substituted by imidazole is active in cleavage and ligation reactions. Although the rates are lower than those of the natural ribozymes, they are significantly greater than other variants at these positions. The dependence of the hairpin ribozyme reaction rates on pH has been studied. Both cleavage and ligation reactions display a bell-shaped pH dependence, consistent with general acid-base catalysis involving the nucleotide at position 8.
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Affiliation(s)
- David M J Lilley
- Cancer Research UK Nucleic Acid Structure Research Group, MSI/WTB Complex, The University of Dundee, Dundee, UK.
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40
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Blouin S, Lafontaine DA. A loop loop interaction and a K-turn motif located in the lysine aptamer domain are important for the riboswitch gene regulation control. RNA (NEW YORK, N.Y.) 2007; 13:1256-67. [PMID: 17585050 PMCID: PMC1924893 DOI: 10.1261/rna.560307] [Citation(s) in RCA: 61] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/15/2023]
Abstract
The lysine riboswitch is associated to the lysC gene in Bacillus subtilis, and the binding of lysine modulates the RNA structure to allow the formation of an intrinsic terminator presumably involved in transcription attenuation. The complex secondary structure of the lysine riboswitch aptamer is organized around a five-way junction that undergoes structural changes upon ligand binding. Using single-round transcription assays, we show that a loop-loop interaction is important for lysine-induced termination of transcription. Moreover, upon close inspection of the secondary structure, we find that an unconventional kink-turn motif is present in one of the stems participating in the loop-loop interaction. We show that the K-turn adopts a pronounced kink and that it binds the K-turn-binding protein L7Ae of Archaeoglobus fulgidus in the low nanomolar range. The functional importance of this K-turn motif is revealed from single-round transcription assays, which show its importance for efficient transcription termination. This motif is essential for the loop-loop interaction, and consequently, for lysine binding. Taken together, our results depict for the first time the importance of a K-turn-dependent loop-loop interaction for the transcription regulation of a lysine riboswitch.
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Affiliation(s)
- Simon Blouin
- Département de Biologie, Faculté des Sciences, Université de Sherbrooke, Sherbrooke, Québec, Canada
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41
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Wilson TJ, McLeod AC, Lilley DMJ. A guanine nucleobase important for catalysis by the VS ribozyme. EMBO J 2007; 26:2489-500. [PMID: 17464286 PMCID: PMC1868910 DOI: 10.1038/sj.emboj.7601698] [Citation(s) in RCA: 76] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2006] [Accepted: 04/02/2007] [Indexed: 11/08/2022] Open
Abstract
A guanine (G638) within the substrate loop of the VS ribozyme plays a critical role in the cleavage reaction. Replacement by any other nucleotide results in severe impairment of cleavage, yet folding of the substrate is not perturbed, and the variant substrates bind the ribozyme with similar affinity, acting as competitive inhibitors. Functional group substitution shows that the imino proton on the N1 is critical, suggesting a possible role in general acid-base catalysis, and this in accord with the pH dependence of the reaction rate for the natural and modified substrates. We propose a chemical mechanism for the ribozyme that involves general acid-base catalysis by the combination of the nucleobases of guanine 638 and adenine 756. This is closely similar to the probable mechanism of the hairpin ribozyme, and the active site arrangements for the two ribozymes appear topologically equivalent. This has probably arisen by convergent evolution.
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Affiliation(s)
- Timothy J Wilson
- Cancer Research UK Nucleic Acid Structure Research Group, MSI/WTB Complex, The University of Dundee, Dundee, UK
| | - Aileen C McLeod
- Cancer Research UK Nucleic Acid Structure Research Group, MSI/WTB Complex, The University of Dundee, Dundee, UK
| | - David M J Lilley
- Cancer Research UK Nucleic Acid Structure Research Group, MSI/WTB Complex, The University of Dundee, Dundee, UK
- Cancer Research UK Nucleic Acid Structure Research Group, MSI/WTB Complex, The University of Dundee, Dow Street, Dundee DD1 5EH, UK. Tel.: +44 1382 384243; Fax: +44 1382 385893; E-mail:
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42
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Yingling YG, Shapiro BA. The impact of dyskeratosis congenita mutations on the structure and dynamics of the human telomerase RNA pseudoknot domain. J Biomol Struct Dyn 2007; 24:303-20. [PMID: 17206847 DOI: 10.1080/07391102.2007.10531238] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
Abstract
The pseudoknot domain is a functionally crucial part of telomerase RNA and influences the activity and stability of the ribonucleoprotein complex. Autosomal dominant dyskeratosis congenita (DKC) is an inherited disease that is linked to mutations in telomerase RNA and impairs telomerase function. In this paper, we present a computational prediction of the influence of two base DKC mutations on the structure, dynamics, and stability of the pseudoknot domain. We use molecular dynamics simulations, MM-GBSA free energy calculations, static analysis, and melting simulations analysis. Our results show that the DKC mutations stabilize the hairpin form and destabilize the pseudoknot form of telomerase RNA. Moreover, the P3 region of the predicted DKC-mutated pseudoknot structure is unstable and fails to form as a defined helical stem. We directly compare our predictions with experimental observations by calculating the enthalpy of folding and melting profiles for each structure. The enthalpy values are in very good agreement with values determined by thermal denaturation experiments. The melting simulations and simulations at elevated temperatures show the existence of an intermediate structure, which involves the formation of two UU base pairs observed in the hairpin form of the pseudoknot domain.
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Affiliation(s)
- Yaroslava G Yingling
- Center for Cancer Research Nanobiology Program, National Cancer Institute, NCI-Frederick National Institutes of Health, Building 469, Room 150, Frederick, MD 21702, USA
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43
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Lemay JF, Penedo JC, Tremblay R, Lilley DMJ, Lafontaine DA. Folding of the adenine riboswitch. ACTA ACUST UNITED AC 2006; 13:857-68. [PMID: 16931335 DOI: 10.1016/j.chembiol.2006.06.010] [Citation(s) in RCA: 201] [Impact Index Per Article: 11.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2006] [Revised: 06/01/2006] [Accepted: 06/06/2006] [Indexed: 12/17/2022]
Abstract
The pbuE adenine riboswitch undergoes metal ion-dependent folding that involves a loop-loop interaction. Binding of 2-aminopurine to the aptamer domain strongly correlates with the ability of the loops to interact, and single-molecule FRET studies reveal that folding proceeds via a discrete intermediate. Folding occurs in the absence of adenine ligand, but ligand binding stabilizes the folded structure by increasing the folding rate and decreasing the unfolding rate, and it lowers the magnesium ion concentration required to promote the loop-loop interaction. Individual aptamer molecules exhibit great heterogeneity in folding and unfolding rates, but this is reduced in the presence of adenine. In the full riboswitch, the adenine binding domain fails to fold because of conformational competition by the terminator stem. Thus, riboswitch function should depend on the relative rates of ligand binding and the transcriptional process.
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Affiliation(s)
- Jean-François Lemay
- Département de Biologie, Faculté des Sciences, Université de Sherbrooke, Québec J1K 2R1, Canada
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44
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Abstract
MOTIVATION The structure of RNA molecules is often crucial for their function. Therefore, secondary structure prediction has gained much interest. Here, we consider the inverse RNA folding problem, which means designing RNA sequences that fold into a given structure. RESULTS We introduce a new algorithm for the inverse folding problem (INFO-RNA) that consists of two parts; a dynamic programming method for good initial sequences and a following improved stochastic local search that uses an effective neighbor selection method. During the initialization, we design a sequence that among all sequences adopts the given structure with the lowest possible energy. For the selection of neighbors during the search, we use a kind of look-ahead of one selection step applying an additional energy-based criterion. Afterwards, the pre-ordered neighbors are tested using the actual optimization criterion of minimizing the structure distance between the target structure and the mfe structure of the considered neighbor. We compared our algorithm to RNAinverse and RNA-SSD for artificial and biological test sets. Using INFO-RNA, we performed better than RNAinverse and in most cases, we gained better results than RNA-SSD, the probably best inverse RNA folding tool on the market. AVAILABILITY www.bioinf.uni-freiburg.de?Subpages/software.html.
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Affiliation(s)
- Anke Busch
- Albert-Ludwigs-University Freiburg, Institute of Computer Science, Chair of Bioinformatics Georges-Koehler-Allee 106, 79110 Freiburg, Germany
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45
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Lescoute A, Westhof E. Topology of three-way junctions in folded RNAs. RNA (NEW YORK, N.Y.) 2006; 12:83-93. [PMID: 16373494 PMCID: PMC1370888 DOI: 10.1261/rna.2208106] [Citation(s) in RCA: 233] [Impact Index Per Article: 12.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/25/2005] [Accepted: 10/19/2005] [Indexed: 05/05/2023]
Abstract
The three-way junctions contained in X-ray structures of folded RNAs have been compiled and analyzed. Three-way junctions with two helices approximately coaxially stacked can be divided into three main families depending on the relative lengths of the segments linking the three Watson-Crick helices. Each family has topological characteristics with some conservation in the non-Watson-Crick pairs within the linking segments as well as in the types of contacts between the segments and the helices. The most populated family presents tertiary interactions between two helices as well as extensive shallow/minor groove contacts between a linking segment and the third helix. On the basis of the lengths of the linking segments, some guidelines could be deduced for choosing a topology for a three-way junction on the basis of a secondary structure. Examples and prediction bas'ed on those rules are discussed.
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Affiliation(s)
- Aurélie Lescoute
- Institut de Biologie Moléculaire et Cellulaire du CNRS, Bioinformatique, modélisation et simulations des acides nucléiques, UPR 9002 Architecture et Réactivité de l'ARN, Université Louis Pasteur, 15 rue René Descartes, 67084 Strasbourg Cedex, France
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46
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Abstract
The active form of the hairpin ribozyme is brought about by the interaction of two formally unpaired loops. In a natural molecule, these are present on two adjacent arms of a four-way junction. Although activity can be obtained in molecules lacking this junction, the junction is important in the promotion of the folded state of the ribozyme under physiological conditions, at a rate that is faster than the chemical reaction. Single-molecule fluorescence resonance energy transfer studies show that the junction introduces a discrete intermediate into the folding process, which repeatedly juxtaposes the two loops and thus promotes their docking. Using single-molecule enzymology, the cleavage and ligation rates have been measured directly. The pH dependence of the rates is consistent with a role for nucleobases acting in general acid-base catalysis.
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Affiliation(s)
- T J Wilson
- Cancer Research U.K. Nucleic Acid Structure Research Group, MSI/WTB Complex, The University of Dundee, Dundee DD1 5EH, UK
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Wood JPA, Capaldi SA, Robinson MA, Baron AJ, Stonehouse NJ. RNA Multimerisation in the DNA Packaging Motor of Bacteriophage φ29. ACTA ACUST UNITED AC 2005. [DOI: 10.1080/10273660500149802] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Abstract
The use of bacteriophages as experimental tools allows the investigation of interactions between components at the molecular level that are often not possible in more complex virus systems. The bacteriophage φ29 acts as a molecular machine to package its own genomic DNA during viral assembly. Self-associating RNA molecules, called pRNA, have an essential role in the function of this machine. This paper reports the characterization of this self-association (which leads to multimerisation of wild-type and truncated variant pRNAs) by analytical ultracentrifugation (including determination of the partial specific volume of the pRNA), together with an investigation into the domains of the molecule important for multimerisation by the use of complementary DNA probes.
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Affiliation(s)
- Jonathan P. A. Wood
- Faculty of Biological Sciences, Astbury Centre for Structural Molecular Biology, University of Leeds, Leeds LS2 9JT, UK
- Materials Today, Elsevier, The Boulevard, Langford Lane, Kidlington, OX5 1GB, UK
| | - Stephanie A. Capaldi
- Faculty of Biological Sciences, Astbury Centre for Structural Molecular Biology, University of Leeds, Leeds LS2 9JT, UK
- Department of Molecular and Cell Biology, 227 Hildebrand Hall #3206, University of California, Berkeley, Berkeley, CA 94720, USA
| | - Mark A. Robinson
- Faculty of Biological Sciences, Astbury Centre for Structural Molecular Biology, University of Leeds, Leeds LS2 9JT, UK
| | - Andrew J. Baron
- Faculty of Biological Sciences, Astbury Centre for Structural Molecular Biology, University of Leeds, Leeds LS2 9JT, UK
| | - Nicola J. Stonehouse
- Faculty of Biological Sciences, Astbury Centre for Structural Molecular Biology, University of Leeds, Leeds LS2 9JT, UK
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48
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Zahler NH, Sun L, Christian EL, Harris ME. The pre-tRNA nucleotide base and 2'-hydroxyl at N(-1) contribute to fidelity in tRNA processing by RNase P. J Mol Biol 2004; 345:969-85. [PMID: 15644198 DOI: 10.1016/j.jmb.2004.10.080] [Citation(s) in RCA: 37] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2004] [Revised: 10/20/2004] [Accepted: 10/27/2004] [Indexed: 10/26/2022]
Abstract
Fidelity in tRNA processing by the RNase P RNA from Escherichia coli depends, in part, on interactions with the nucleobase and 2' hydroxyl group of N(-1), the nucleotide immediately upstream of the site of RNA strand cleavage. Here, we report a series of biochemical and structure-function studies designed to address how these interactions contribute to cleavage site selection. We find that simultaneous disruption of cleavage site nucleobase and 2' hydroxyl interactions results in parallel reactions leading to correct cleavage and mis-cleavage one nucleotide upstream (5') of the correct site. Changes in Mg(2+) concentration and pH can influence the fraction of product that is incorrectly processed, with pH effects attributable to differences in the rate-limiting steps for the correct and mis-cleavage reaction pathways. Additionally, we provide evidence that interactions with the 2' hydroxyl group adjacent to the reactive phosphate group also contribute to catalysis at the mis-cleavage site. Finally, disruption of the adjacent 2'-hydroxyl contact has a greater effect on catalysis when pairing between the ribozyme and N(-1) is also disrupted, and the effects of simultaneously disrupting these contacts on binding are also non-additive. One implication of these results is that mis-cleavage will result from any combination of active site modifications that decrease the rate of correct cleavage beyond a certain threshold. Indeed, we find that inhibition of correct cleavage and corresponding mis-cleavage also results from disruption of any combination of active site contacts including metal ion interactions and conserved pairing interactions with the 3' RCCA sequence. Such redundancy in interactions needed for maintaining fidelity may reflect the necessity for multiple substrate recognition in vivo. These studies provide a framework for interpreting effects of substrate modifications on RNase P cleavage fidelity and provide evidence for interactions with the nucleobase and 2' hydroxyl group adjacent to the reactive phosphate group in the transition state.
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Affiliation(s)
- Nathan H Zahler
- Department of Biochemistry, Center for RNA Molecular Biology, Case Western Reserve University School of Medicine, 10900 Euclid Avenue, Cleveland, OH 44106-4973, USA
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49
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Kovacheva YS, Tzokov SB, Murray IA, Grasby JA. The role of phosphate groups in the VS ribozyme-substrate interaction. Nucleic Acids Res 2004; 32:6240-50. [PMID: 15576350 PMCID: PMC535666 DOI: 10.1093/nar/gkh957] [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: 11/14/2022] Open
Abstract
The VS ribozyme trans-cleavage substrate interacts with the catalytic RNA via tertiary interactions. To study the role of phosphate groups in the ribozyme-substrate interaction, 18 modified substrates were synthesized, where an epimeric phosphorothioate replaces one of the phosphate diester linkages. Sites in the stem-loop substrate where phosphorothioate substitution impaired reaction cluster in two regions. The first site is the scissile phosphate diester linkage and nucleotides downstream of this and the second site is within the loop region. The addition of manganese ions caused recovery of the rate of reaction for phosphorothioate substitutions between A621 and A622 and U631 and C632, suggesting that these two phosphate groups may serve as ligands for two metal ions. In contrast, significant manganese rescue was not observed for the scissile phosphate diester linkage implying that electrophilic catalysis by metal ions is unlikely to contribute to VS ribozyme catalysis. In addition, an increase in the reaction rate of the unmodified VS ribozyme was observed when a mixture of magnesium and manganese ions acted as the cofactor. One possible explanation for this effect is that the cleavage reaction of the VS ribozyme is rate limited by a metal dependent docking of the substrate on the ribozyme.
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Affiliation(s)
- Yana S Kovacheva
- Centre for Chemical Biology, Department of Chemistry, Krebs Institute, University of Sheffield, Sheffield S3 7HF, UK
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50
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Flinders J, Dieckmann T. The solution structure of the VS ribozyme active site loop reveals a dynamic "hot-spot". J Mol Biol 2004; 341:935-49. [PMID: 15328609 DOI: 10.1016/j.jmb.2004.06.084] [Citation(s) in RCA: 17] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2004] [Revised: 06/14/2004] [Accepted: 06/15/2004] [Indexed: 11/19/2022]
Abstract
The VS ribozyme is the largest ribozyme in its class and is also the least structurally characterized thus far. The current working model of the VS ribozyme locates the active site in stem-loop VI. The solution structure of this active site loop was determined using high resolution NMR spectroscopy. The structure reveals that the ground-state conformation of the active site differs significantly from that determined previously from chemical structure probing and mutational analysis of the ribozyme in its active conformation, which contains several looped out bases. In contrast, the base-pairing scheme found for the isolated loop contains three mismatched base-pairs: an A+-C, a G-U wobble, and a sheared G-A base-pair and no looped out bases. Dynamics observed within the active site loop provide insight into the mechanism by which the RNA can rearrange its secondary structure into an "activated" conformation prior to cleavage. These findings lend support to the idea that RNA secondary structure is more fluid than once believed and that a better understanding of structure and dynamic features of ribozymes is required to unravel the intricacies of their catalytic abilities.
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Affiliation(s)
- Jeremy Flinders
- Department of Chemistry, University of California at Davis, 95616, USA
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