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Song Z, Bae B, Schnabl S, Yuan F, De Zoysa T, Akinyi MV, Le Roux CA, Choquet K, Whipple AJ, Van Nostrand EL. Mapping snoRNA-target RNA interactions in an RNA-binding protein-dependent manner with chimeric eCLIP. Genome Biol 2025; 26:39. [PMID: 40001124 PMCID: PMC11863803 DOI: 10.1186/s13059-025-03508-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2024] [Accepted: 02/13/2025] [Indexed: 02/27/2025] Open
Abstract
BACKGROUND Small nucleolar RNAs (snoRNAs) are non-coding RNAs that function in ribosome and spliceosome biogenesis, primarily by guiding modifying enzymes to specific sites on ribosomal RNA (rRNA) and spliceosomal RNA (snRNA). However, many orphan snoRNAs remain uncharacterized, with unidentified or unvalidated targets, and studies on additional snoRNA-associated proteins are limited. RESULTS We adapted an enhanced chimeric eCLIP approach to comprehensively profile snoRNA-target RNA interactions using both core and accessory snoRNA-binding proteins as baits. Using core snoRNA-binding proteins, we confirmed most annotated snoRNA-rRNA and snoRNA-snRNA interactions in mouse and human cell lines and called novel, high-confidence interactions for orphan snoRNAs. While some of these interactions result in chemical modification, others may have modification-independent functions. We showed that snoRNA ribonucleoprotein complexes containing certain accessory proteins, like WDR43 and NOLC1, enriched for specific subsets of snoRNA-target RNA interactions with distinct roles in ribosome and spliceosome biogenesis. Notably, we discovered that SNORD89 guides 2'-O-methylation at two neighboring sites in U2 snRNA that fine-tune splice site recognition. CONCLUSIONS Chimeric eCLIP of snoRNA-associating proteins enables a comprehensive framework for studying snoRNA-target interactions in an RNA-binding protein-dependent manner, revealing novel interactions and regulatory roles in RNA biogenesis.
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Affiliation(s)
- Zhuoyi Song
- Therapeutic Innovation Center & the Verna Marrs McLean Department of Biochemistry & Molecular Pharmacology, Baylor College of Medicine, Houston, TX, USA
| | - Bongmin Bae
- Department of Molecular & Cellular Biology, Harvard University, Cambridge, MA, USA
| | - Simon Schnabl
- Department of Molecular & Cellular Biology, Harvard University, Cambridge, MA, USA
| | - Fei Yuan
- Therapeutic Innovation Center & the Verna Marrs McLean Department of Biochemistry & Molecular Pharmacology, Baylor College of Medicine, Houston, TX, USA
| | - Thareendra De Zoysa
- Department of Molecular & Cellular Biology, Harvard University, Cambridge, MA, USA
| | - Maureen V Akinyi
- Therapeutic Innovation Center & the Verna Marrs McLean Department of Biochemistry & Molecular Pharmacology, Baylor College of Medicine, Houston, TX, USA
| | - Charlotte A Le Roux
- Therapeutic Innovation Center & the Verna Marrs McLean Department of Biochemistry & Molecular Pharmacology, Baylor College of Medicine, Houston, TX, USA
| | - Karine Choquet
- Department of Biochemistry and Functional Genomics, Université de Sherbrooke, Sherbrooke, Québec, Canada
| | - Amanda J Whipple
- Department of Molecular & Cellular Biology, Harvard University, Cambridge, MA, USA.
| | - Eric L Van Nostrand
- Therapeutic Innovation Center & the Verna Marrs McLean Department of Biochemistry & Molecular Pharmacology, Baylor College of Medicine, Houston, TX, USA.
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Song Z, Bae B, Schnabl S, Yuan F, De Zoysa T, Akinyi M, Le Roux C, Choquet K, Whipple A, Van Nostrand E. Mapping snoRNA-target RNA interactions in an RNA binding protein-dependent manner with chimeric eCLIP. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.09.19.613955. [PMID: 39345503 PMCID: PMC11429978 DOI: 10.1101/2024.09.19.613955] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 10/01/2024]
Abstract
Small nucleolar RNAs (snoRNAs) are non-coding RNAs that function in ribosome and spliceosome biogenesis, primarily by guiding modifying enzymes to specific sites on ribosomal RNA (rRNA) and spliceosomal RNA (snRNA). However, many orphan snoRNAs remain uncharacterized, with unidentified or unvalidated targets, and studies on additional snoRNA-associated proteins are limited. We adapted an enhanced chimeric eCLIP approach to comprehensively profile snoRNA-target RNA interactions using both core and accessory snoRNA binding proteins as baits. Using core snoRNA binding proteins, we confirmed most annotated snoRNA-rRNA and snoRNA-snRNA interactions in mouse and human cell lines and called novel, high-confidence interactions for orphan snoRNAs. While some of these interactions result in chemical modification, others may have modification-independent functions. We then showed that snoRNA ribonucleoprotein complexes containing certain accessory proteins, like WDR43 and NOLC1, enriched for specific subsets of snoRNA-target RNA interactions with distinct roles in ribosome and spliceosome biogenesis. Notably, we discovered that SNORD89 guides 2'-O-methylation at two neighboring sites in U2 snRNA that are important for activating splicing, but also appear to ensure imperfect splicing for a subset of near-constitutive exons. Thus, chimeric eCLIP of snoRNA-associating proteins enables a comprehensive framework for studying snoRNA-target interactions in an RNA binding protein-dependent manner, revealing novel interactions and regulatory roles in RNA biogenesis.
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Affiliation(s)
- Zhuoyi Song
- Therapeutic Innovation Center & the Verna Marrs McLean Department of Biochemistry & Molecular Pharmacology, Baylor College of Medicine, Houston, TX USA
| | - Bongmin Bae
- Department of Molecular & Cellular Biology, Harvard University, Cambridge MA USA
| | - Simon Schnabl
- Department of Molecular & Cellular Biology, Harvard University, Cambridge MA USA
| | - Fei Yuan
- Therapeutic Innovation Center & the Verna Marrs McLean Department of Biochemistry & Molecular Pharmacology, Baylor College of Medicine, Houston, TX USA
| | - Thareendra De Zoysa
- Department of Molecular & Cellular Biology, Harvard University, Cambridge MA USA
| | - Maureen Akinyi
- Therapeutic Innovation Center & the Verna Marrs McLean Department of Biochemistry & Molecular Pharmacology, Baylor College of Medicine, Houston, TX USA
| | - Charlotte Le Roux
- Therapeutic Innovation Center & the Verna Marrs McLean Department of Biochemistry & Molecular Pharmacology, Baylor College of Medicine, Houston, TX USA
| | - Karine Choquet
- Department of Biochemistry and Functional Genomics, Université de Sherbrooke, Québec CA
| | - Amanda Whipple
- Department of Molecular & Cellular Biology, Harvard University, Cambridge MA USA
| | - Eric Van Nostrand
- Therapeutic Innovation Center & the Verna Marrs McLean Department of Biochemistry & Molecular Pharmacology, Baylor College of Medicine, Houston, TX USA
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Ciavarella J, Perea W, Greenbaum NL. Topology of the U12-U6 atac snRNA Complex of the Minor Spliceosome and Binding by NTC-Related Protein RBM22. ACS OMEGA 2020; 5:23549-23558. [PMID: 32984674 PMCID: PMC7512442 DOI: 10.1021/acsomega.0c01674] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/20/2020] [Accepted: 08/04/2020] [Indexed: 06/02/2023]
Abstract
Splicing of precursor messenger RNA is catalyzed by the spliceosome, a dynamic ribonucleoprotein assembly including five small nuclear (sn)RNAs and >100 proteins. RNA components catalyze the two transesterification reactions, but proteins perform critical roles in assembly and rearrangement. The catalytic core comprises a paired complex of U2 and U6 snRNAs for the major form of the spliceosome and U12 and U6atac snRNAs for the minor variant (∼0.3% of all spliceosomes in higher eukaryotes); the latter shares key catalytic sequence elements and performs identical chemistry. Here we use solution NMR techniques to show that the U12-U6atac snRNA complex of both human and Arabidopsis maintain base-pairing patterns similar to those in the three-helix model of the U2-U6 snRNA complex that position key elements to form the spliceosome's active site. However, in place of the stacked base pairs at the base of the U6 snRNA intramolecular stem loop and the central junction of the U2-U6 snRNA complex, we see altered geometry in the single-stranded hinge region opposing termini of the snRNAs to enable interaction between the key elements. We then use electrophoretic mobility shift assays and fluorescence assays to show that the protein RBM22, implicated in remodeling the human U2-U6 snRNA complex prior to catalysis, also binds the U12-U6atac snRNA complexes specifically and with similar affinity as to U2-U6 snRNA (a mean K d for the two methods = 3.4 and 8.0 μM for U2-U6 and U12-U6atac snRNA complexes, respectively), suggesting that RBM22 performs the same role in both spliceosomes.
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Affiliation(s)
- Joanna Ciavarella
- Ph.D.
Program in Chemistry, The Graduate Center
of the City University of New York, New York, New York 10016, United States
- Department
of Chemistry, Hunter College of the City
University of New York, New York, New York 10065, United States
| | - William Perea
- Department
of Chemistry, Hunter College of the City
University of New York, New York, New York 10065, United States
| | - Nancy L. Greenbaum
- Ph.D.
Program in Chemistry, The Graduate Center
of the City University of New York, New York, New York 10016, United States
- Ph.D.
Program in Biochemistry, The Graduate Center
of the City University of New York, New York, New York 10016, United States
- Department
of Chemistry, Hunter College of the City
University of New York, New York, New York 10065, United States
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Chu H, Perea W, Greenbaum NL. Role of the central junction in folding topology of the protein-free human U2-U6 snRNA complex. RNA (NEW YORK, N.Y.) 2020; 26:836-850. [PMID: 32220895 PMCID: PMC7297123 DOI: 10.1261/rna.073379.119] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/18/2019] [Accepted: 03/16/2020] [Indexed: 06/02/2023]
Abstract
U2 and U6 small nuclear (sn)RNAs are the only snRNAs directly implicated in catalyzing the splicing of pre-mRNA, but assembly and rearrangement steps prior to catalysis require numerous proteins. Previous studies have shown that the protein-free U2-U6 snRNA complex adopts two conformations in equilibrium, characterized by four and three helices surrounding a central junction. The four-helix conformer is strongly favored in the in vitro protein-free state, but the three-helix conformer predominates in spliceosomes. To analyze the role of the central junction in positioning elements forming the active site, we derived three-dimensional models of the two conformations from distances measured between fluorophores at selected locations in constructs representing the protein-free human U2-U6 snRNA complex by time-resolved fluorescence resonance energy transfer. Data describing four angles in the four-helix conformer suggest tetrahedral geometry; addition of Mg2+ results in shortening of the distances between neighboring helices, indicating compaction of the complex around the junction. In contrast, the three-helix conformer shows a closer approach between helices bearing critical elements, but the addition of Mg2+ widens the distance between them; thus in neither conformer are the critical helices positioned to favor the proposed triplex interaction. The presence of Mg2+ also enhances the fraction of the three-helix conformer, as does incubation with the Prp19-related protein RBM22, which has been implicated in the remodeling of the U2-U6 snRNA complex to render it catalytically active. These data suggest that although the central junction assumes a significant role in orienting helices, spliceosomal proteins and Mg2+ facilitate formation of the catalytically active conformer.
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Affiliation(s)
- Huong Chu
- Department of Chemistry, Hunter College of the City University of New York, New York, New York 10065, USA
- Ph.D. Program in Chemistry, The Graduate Center of the City University of New York, New York, New York 10016, USA
| | - William Perea
- Department of Chemistry, Hunter College of the City University of New York, New York, New York 10065, USA
| | - Nancy L Greenbaum
- Department of Chemistry, Hunter College of the City University of New York, New York, New York 10065, USA
- Ph.D. Program in Chemistry, The Graduate Center of the City University of New York, New York, New York 10016, USA
- Ph.D. Program in Biochemistry, The Graduate Center of the City University of New York, New York, New York 10016, USA
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5
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Izumikawa K, Nobe Y, Ishikawa H, Yamauchi Y, Taoka M, Sato K, Nakayama H, Simpson RJ, Isobe T, Takahashi N. TDP-43 regulates site-specific 2'-O-methylation of U1 and U2 snRNAs via controlling the Cajal body localization of a subset of C/D scaRNAs. Nucleic Acids Res 2019; 47:2487-2505. [PMID: 30759234 PMCID: PMC6412121 DOI: 10.1093/nar/gkz086] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2018] [Revised: 01/29/2019] [Accepted: 02/01/2019] [Indexed: 12/12/2022] Open
Abstract
TDP-43 regulates cellular levels of Cajal bodies (CBs) that provide platforms for the assembly and RNA modifications of small nuclear ribonucleoproteins (snRNPs) involved in pre-mRNA splicing. Alterations in these snRNPs may be linked to pathogenesis of amyotrophic lateral sclerosis. However, specific roles for TDP-43 in CBs remain unknown. Here, we demonstrate that TDP-43 regulates the CB localization of four UG-rich motif-bearing C/D-box-containing small Cajal body-specific RNAs (C/D scaRNAs; i.e. scaRNA2, 7, 9 and 28) through the direct binding to these scaRNAs. TDP-43 enhances binding of a CB-localizing protein, WD40-repeat protein 79 (WDR79), to a subpopulation of scaRNA2 and scaRNA28; the remaining population of the four C/D scaRNAs was localized to CB-like structures even with WDR79 depletion. Depletion of TDP-43, in contrast, shifted the localization of these C/D scaRNAs, mainly into the nucleolus, as well as destabilizing scaRNA2, and reduced the site-specific 2'-O-methylation of U1 and U2 snRNAs, including at 70A in U1 snRNA and, 19G, 25G, 47U and 61C in U2 snRNA. Collectively, we suggest that TDP-43 and WDR79 have separate roles in determining CB localization of subsets of C/D and H/ACA scaRNAs.
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Affiliation(s)
- Keiichi Izumikawa
- Department of Applied Biological Science and Global Innovation Research Organizations, Tokyo University of Agriculture and Technology, 3-5-8 Saiwai-cho, Fuchu, Tokyo 183–8509, Japan
| | - Yuko Nobe
- Department of Chemistry, Graduate School of Science, Tokyo Metropolitan University, 1-1 Minami-ohsawa, Hachioji, Tokyo 192–0397, Japan
| | - Hideaki Ishikawa
- Department of Applied Biological Science and Global Innovation Research Organizations, Tokyo University of Agriculture and Technology, 3-5-8 Saiwai-cho, Fuchu, Tokyo 183–8509, Japan
| | - Yoshio Yamauchi
- Department of Chemistry, Graduate School of Science, Tokyo Metropolitan University, 1-1 Minami-ohsawa, Hachioji, Tokyo 192–0397, Japan
| | - Masato Taoka
- Department of Chemistry, Graduate School of Science, Tokyo Metropolitan University, 1-1 Minami-ohsawa, Hachioji, Tokyo 192–0397, Japan
| | - Ko Sato
- Department of Chemistry, Graduate School of Science, Tokyo Metropolitan University, 1-1 Minami-ohsawa, Hachioji, Tokyo 192–0397, Japan
| | - Hiroshi Nakayama
- Biomolecular Characterization Unit, RIKEN Center for Sustainable Resource Science, 2-1, Hirosawa, Wako, Saitama 351-0198, Japan
| | - Richard J Simpson
- Department of Applied Biological Science and Global Innovation Research Organizations, Tokyo University of Agriculture and Technology, 3-5-8 Saiwai-cho, Fuchu, Tokyo 183–8509, Japan
- La Trobe Institute for Molecular Science (LIMS), LIMS Building 1, Room 412 La Trobe University, Melbourne Victoria 3086, Australia
| | - Toshiaki Isobe
- Department of Chemistry, Graduate School of Science, Tokyo Metropolitan University, 1-1 Minami-ohsawa, Hachioji, Tokyo 192–0397, Japan
| | - Nobuhiro Takahashi
- Department of Applied Biological Science and Global Innovation Research Organizations, Tokyo University of Agriculture and Technology, 3-5-8 Saiwai-cho, Fuchu, Tokyo 183–8509, Japan
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6
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Ahmed SA, Mneimneh S. Gibbs/MCMC Sampling for Multiple RNA Interaction with Sub-optimal Solutions. IEEE/ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS 2019; 16:703-712. [PMID: 30629511 DOI: 10.1109/tcbb.2018.2890519] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
Multiple RNA interaction can be modeled as a problem in combinatorial optimization, where the "optimal" structure is driven by an energy-minimization-like algorithm. However, the actual structure may not be optimal in this computational sense. Moreover, it is not necessarily unique. Therefore, alternative sub-optimal solutions are needed to cover the biological ground. We present a combinatorial formulation for the Multiple RNA Interaction problem with approximation algorithms to handle various interaction patterns, which when combined with Gibbs sampling and MCMC (Markov Chain Monte Carlo), can efficiently generate a reasonable number of optimal and sub-optimal solutions. When viable structures are far from an optimal solution, exploring dependence among different parts of the interaction can increase their score and boost their candidacy for the sampling algorithm. By clustering the solutions, we identify few representatives that are distinct enough to suggest possible alternative structures.
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7
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Single-molecule fluorescence-based studies on the dynamics, assembly and catalytic mechanism of the spliceosome. Biochem Soc Trans 2015; 42:1211-8. [PMID: 25110027 DOI: 10.1042/bst20140105] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Pre-mRNA (precursor mRNA) splicing is a key step in cellular gene expression where introns are excised and exons are ligated together to produce mature mRNA. This process is catalysed by the spliceosome, which consists of five snRNPs (small nuclear ribonucleoprotein particles) and numerous protein factors. Assembly of these snRNPs and associated proteins is a highly dynamic process, making it challenging to study the conformational rearrangements and spliceosome assembly kinetics in bulk studies. In the present review, we discuss recent studies utilizing techniques based on single-molecule detection that have helped overcome this challenge. These studies focus on the assembly dynamics and splicing kinetics in real-time, which help understanding of spliceosomal assembly and catalysis.
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Abstract
The interaction of two RNA molecules involves a complex interplay between folding and binding that warranted recent developments in RNA-RNA interaction algorithms. However, biological mechanisms in which more than two RNAs take part in an interaction also exist. It is reasonable to believe that interactions involving multiple RNAs are generally more complex to be treated pairwise. In addition, given a pool of RNAs, it is not trivial to predict which RNAs interact without sufficient biological knowledge. Therefore, structures resulting from multiple RNA interactions often cannot be predicted by the existing algorithms that handle RNAs pairwise and may simply favor the best interacting pair. We propose a system for multiple RNA interaction that overcomes the difficulties mentioned above by formulating a combinatorial optimization problem called Pegs and Rubber Bands. A solution to this problem encodes a structure of interacting RNAs. The problem, not surprisingly, is NP-hard. However, our experiments with approximation algorithms and heuristics for the problem suggest that this formulation is adequate to predict known interaction patterns of multiple RNAs. In general, however, the optimal solution obtained does not necessarily correspond to the actual structure observed in biological experiments. Moreover, a structure produced by interacting RNAs may not be unique. We extend our approach to generate multiple suboptimal solutions. By clustering these solutions, we are able to reveal representatives that correspond to realistic structures. Specifically, our results on the U2-U6 complex with introns in the spliceosome of human/yeast and the CopA-CopT complex in E. coli are consistent with published biological structures.
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Zhao C, Devany M, Greenbaum NL. Measurement of chemical exchange between RNA conformers by 19F NMR. Biochem Biophys Res Commun 2014; 453:692-5. [PMID: 25301553 DOI: 10.1016/j.bbrc.2014.09.075] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2014] [Accepted: 09/18/2014] [Indexed: 01/03/2023]
Abstract
Many noncoding RNA molecules adopt alternative secondary and tertiary conformations that are critical for their roles in gene expression. Although many of these rearrangements are mediated by other biomolecular components, it is important to evaluate the equilibrium relationship of the conformers. To measure the spontaneous interconversion in a bi-stable RNA stem loop sequence into which a single (19)F-uridine label was incorporated, a (19)F-(19)F EXSY experiment was employed. The kinetic exchange rate measured from EXSY experiments for this system was 37.3±2.8s(-1). The advantage of this approach is that exchange kinetics can be monitored in any RNA sequence into which a single (19)F nucleotide is incorporated by commercial synthesis. This method is therefore suitable for application to biologically significant systems in which dynamic conformational rearrangement is important for function and may therefore facilitate studies of RNA structure-function relationships.
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Affiliation(s)
- Caijie Zhao
- Department of Chemistry and Biochemistry, Hunter College of The City University of New York, New York, NY, United States
| | - Matthew Devany
- Department of Chemistry and Biochemistry, Hunter College of The City University of New York, New York, NY, United States
| | - Nancy L Greenbaum
- Department of Chemistry and Biochemistry, Hunter College of The City University of New York, New York, NY, United States.
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Zhao C, Anklin C, Greenbaum NL. Use of 19F NMR Methods to Probe Conformational Heterogeneity and Dynamics of Exchange in Functional RNA Molecules. Methods Enzymol 2014; 549:267-85. [DOI: 10.1016/b978-0-12-801122-5.00012-x] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
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11
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Karunatilaka KS, Rueda D. Post-transcriptional modifications modulate conformational dynamics in human U2-U6 snRNA complex. RNA (NEW YORK, N.Y.) 2014; 20:16-23. [PMID: 24243115 PMCID: PMC3866641 DOI: 10.1261/rna.041806.113] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/09/2023]
Abstract
The spliceosome catalyzes precursor-mRNA splicing in all eukaryotes. It consists of over 100 proteins and five small nuclear RNAs (snRNAs), including U2 and U6 snRNAs, which are essential for catalysis. Human and yeast snRNAs share structural similarities despite the fact that human snRNAs contain numerous post-transcriptional modifications. Although functions for these modifications have been proposed, their exact roles are still not well understood. To help elucidate these roles in pre-mRNA splicing, we have used single-molecule fluorescence to characterize the effect of several post-transcriptional modifications in U2 snRNA on the conformation and dynamics of the U2-U6 complex in vitro. Consistent with yeast, the human U2-U6 complex reveals the presence of a magnesium-dependent dynamic equilibrium among three conformations. Interestingly, our data show that modifications in human U2 stem I modulate the dynamic equilibrium of the U2-U6 complex by stabilizing the four-helix structure. However, the small magnitude of this effect suggests that post-transcriptional modifications in human snRNAs may have a primary role in the mediation of specific RNA-protein interactions in vivo.
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Affiliation(s)
| | - David Rueda
- Department of Chemistry, Wayne State University, Detroit, Michigan 48202, USA
- Department of Medicine, Section of Virology, Imperial College London, London W12 0NN, United Kingdom
- Single Molecule Imaging Group, MRC Clinical Sciences Center, Imperial College London, London W12 0NN, United Kingdom
- Corresponding authorE-mail
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