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Wiedemann J, Kaczor J, Milostan M, Zok T, Blazewicz J, Szachniuk M, Antczak M. RNAloops: a database of RNA multiloops. Bioinformatics 2022; 38:4200-4205. [PMID: 35809063 PMCID: PMC9438955 DOI: 10.1093/bioinformatics/btac484] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2022] [Revised: 06/26/2022] [Accepted: 07/06/2022] [Indexed: 12/24/2022] Open
Abstract
MOTIVATION Knowledge of the 3D structure of RNA supports discovering its functions and is crucial for designing drugs and modern therapeutic solutions. Thus, much attention is devoted to experimental determination and computational prediction targeting the global fold of RNA and its local substructures. The latter include multi-branched loops-functionally significant elements that highly affect the spatial shape of the entire molecule. Unfortunately, their computational modeling constitutes a weak point of structural bioinformatics. A remedy for this is in collecting these motifs and analyzing their features. RESULTS RNAloops is a self-updating database that stores multi-branched loops identified in the PDB-deposited RNA structures. A description of each loop includes angular data-planar and Euler angles computed between pairs of adjacent helices to allow studying their mutual arrangement in space. The system enables search and analysis of multiloops, presents their structure details numerically and visually, and computes data statistics. AVAILABILITY AND IMPLEMENTATION RNAloops is freely accessible at https://rnaloops.cs.put.poznan.pl. SUPPLEMENTARY INFORMATION Supplementary data are available at Bioinformatics online.
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Affiliation(s)
- Jakub Wiedemann
- Institute of Computing Science, Poznan University of Technology, 60-965 Poznan, Poland
| | - Jacek Kaczor
- Institute of Computing Science, Poznan University of Technology, 60-965 Poznan, Poland
| | - Maciej Milostan
- Institute of Computing Science, Poznan University of Technology, 60-965 Poznan, Poland,Poznan Supercomputing and Networking Center, 61-131 Poznan, Poland
| | - Tomasz Zok
- Institute of Computing Science, Poznan University of Technology, 60-965 Poznan, Poland,Poznan Supercomputing and Networking Center, 61-131 Poznan, Poland
| | - Jacek Blazewicz
- Institute of Computing Science, Poznan University of Technology, 60-965 Poznan, Poland,Institute of Bioorganic Chemistry, Polish Academy of Sciences, 61-704 Poznan, Poland
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Chimeric RNA Design Principles for RNA-Mediated Gene Fusion. Cells 2022; 11:cells11061002. [PMID: 35326453 PMCID: PMC8947500 DOI: 10.3390/cells11061002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2022] [Revised: 03/07/2022] [Accepted: 03/14/2022] [Indexed: 12/02/2022] Open
Abstract
One common genetic alteration in cancer is gene fusion resulting from chromosomal translocations. The mechanisms that create such oncogenic fusion genes are not well understood. Previously, we provided the direct evidence that expression of a designed chimeric RNA can drive the formation of TMPRSS2-ERG gene fusion. Central to this RNA-mediated gene fusion mechanism is a proposed three-way junction formed by RNA/DNA hybrid and the intergenic DNA stem formed by target genes. In this study, we determined the important parameters for chimeric RNA-mediated gene fusion using TMPRSS2-ERG fusion gene as the model. Our results indicate that both the chimeric RNA lengths and the sizes of unpaired bulges play important roles in inducing TMPRSS2-ERG gene fusion. The optimal length of unpaired bulges was about 35 nt, while the optimal chimeric RNA length was about 50 nt for targeting. These observations were consistent regardless of the target locations within TMPRSS2 and ERG genes. These empirically determined parameters provide important insight for searching cellular RNAs that may initiate oncogenic fusion genes. The knowledge could also facilitate the development of useful genomic technology for manipulating mammalian genomes.
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Halloy F, Biscans A, Bujold KE, Debacker A, Hill AC, Lacroix A, Luige O, Strömberg R, Sundstrom L, Vogel J, Ghidini A. Innovative developments and emerging technologies in RNA therapeutics. RNA Biol 2022; 19:313-332. [PMID: 35188077 PMCID: PMC8865321 DOI: 10.1080/15476286.2022.2027150] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
RNA-based therapeutics are emerging as a powerful platform for the treatment of multiple diseases. Currently, the two main categories of nucleic acid therapeutics, antisense oligonucleotides and small interfering RNAs (siRNAs), achieve their therapeutic effect through either gene silencing, splicing modulation or microRNA binding, giving rise to versatile options to target pathogenic gene expression patterns. Moreover, ongoing research seeks to expand the scope of RNA-based drugs to include more complex nucleic acid templates, such as messenger RNA, as exemplified by the first approved mRNA-based vaccine in 2020. The increasing number of approved sequences and ongoing clinical trials has attracted considerable interest in the chemical development of oligonucleotides and nucleic acids as drugs, especially since the FDA approval of the first siRNA drug in 2018. As a result, a variety of innovative approaches is emerging, highlighting the potential of RNA as one of the most prominent therapeutic tools in the drug design and development pipeline. This review seeks to provide a comprehensive summary of current efforts in academia and industry aimed at fully realizing the potential of RNA-based therapeutics. Towards this, we introduce established and emerging RNA-based technologies, with a focus on their potential as biosensors and therapeutics. We then describe their mechanisms of action and their application in different disease contexts, along with the strengths and limitations of each strategy. Since the nucleic acid toolbox is rapidly expanding, we also introduce RNA minimal architectures, RNA/protein cleavers and viral RNA as promising modalities for new therapeutics and discuss future directions for the field.
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Affiliation(s)
- François Halloy
- Department of Paediatrics, Medical Sciences Division, University of Oxford, Oxford, UK
| | - Annabelle Biscans
- Oligonucleotide Chemistry, Discovery Sciences, BioPharmaceuticals R&d, AstraZeneca, Gothenburg, Sweden
| | - Katherine E. Bujold
- Department of Chemistry & Chemical Biology, McMaster University, (Ontario), Canada
| | | | - Alyssa C. Hill
- Institute of Pharmaceutical Sciences, Department of Chemistry and Applied Biosciences, Eth Zürich, Zürich, Switzerland
| | - Aurélie Lacroix
- Sixfold Bioscience, Translation & Innovation Hub, London, UK
| | - Olivia Luige
- Department of Biosciences and Nutrition, Karolinska Institutet, Sweden
| | - Roger Strömberg
- Department of Biosciences and Nutrition, Karolinska Institutet, Sweden
| | - Linda Sundstrom
- Mechanistic and Structural Biology, Discovery Sciences, BioPharmaceuticals R&d, AstraZeneca, Gothenburg, Sweden
| | - Jörg Vogel
- Helmholtz Institute for RNA-based Infection Research (Hiri), Helmholtz Center for Infection Research (Hzi), Würzburg, Germany
- RNA Biology Group, Institute for Molecular Infection Biology, University of Würzburg, Würzburg, Germany
| | - Alice Ghidini
- Mechanistic and Structural Biology, Discovery Sciences, BioPharmaceuticals R&d, AstraZeneca, Gothenburg, Sweden
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Hill A, van Leeuwen D, Schlösser V, Behera A, Mateescu B, Hall J. Chemically synthesized, self-assembling small interfering RNA-prohead RNA molecules trigger Dicer-independent gene silencing. Chemistry 2021; 28:e202103995. [PMID: 34879171 PMCID: PMC9305526 DOI: 10.1002/chem.202103995] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2021] [Indexed: 11/07/2022]
Abstract
RNA interference (RNAi) mediated by small interfering RNA (siRNA) duplexes is a powerful therapeutic modality, but the translation of siRNAs from the bench into clinical application has been hampered by inefficient delivery in vivo. An innovative delivery strategy involves fusing siRNAs to a three‐way junction (3WJ) motif derived from the phi29 bacteriophage prohead RNA (pRNA). Chimeric siRNA‐3WJ molecules are presumed to enter the RNAi pathway through Dicer cleavage. Here, we fused siRNAs to the phi29 3WJ and two phylogenetically related 3WJs. We confirmed that the siRNA‐3WJs are substrates for Dicer in vitro. However, our results reveal that siRNA‐3WJs transfected into Dicer‐deficient cell lines trigger potent gene silencing. Interestingly, siRNA‐3WJs transfected into an Argonaute 2‐deficient cell line also retain some gene silencing activity. siRNA‐3WJs are most efficient when the antisense strand of the siRNA duplex is positioned 5′ of the 3WJ (5′‐siRNA‐3WJ) relative to 3′ of the 3WJ (3′‐siRNA‐3WJ). This work sheds light on the functional properties of siRNA‐3WJs and offers a design rule for maximizing their potency in the human RNAi pathway.
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Affiliation(s)
- Alyssa Hill
- ETH Zurich D-CHAB: Eidgenossische Technische Hochschule Zurich Departement Chemie und Angewandte Biowissenschaften, Department of Chemistry and Applied Biosciences, Vladimir-Prelog-Weg 1-5/10, 8093, Zürich, SWITZERLAND
| | - Daniël van Leeuwen
- ETH Zürich D-BIOL: Eidgenossische Technische Hochschule Zurich Departement Biologie, Department of Biology, SWITZERLAND
| | - Verena Schlösser
- ETH Zurich D-CHAB: Eidgenossische Technische Hochschule Zurich Departement Chemie und Angewandte Biowissenschaften, Department of Chemistry and Applied Biosciences, SWITZERLAND
| | - Alok Behera
- ETH Zurich D-CHAB: Eidgenossische Technische Hochschule Zurich Departement Chemie und Angewandte Biowissenschaften, Department of Chemistry and Applied Biosciences, SWITZERLAND
| | - Bogdan Mateescu
- ETH Zürich D-BIOL: Eidgenossische Technische Hochschule Zurich Departement Biologie, Department of Biology, SWITZERLAND
| | - Jonathan Hall
- ETH Zurich D-CHAB: Eidgenossische Technische Hochschule Zurich Departement Chemie und Angewandte Biowissenschaften, Department of Chemistry and Applied Biosciences, SWITZERLAND
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Arghiani N, Shah K. Modulating microRNAs in cancer: Next-generation therapies. Cancer Biol Med 2021; 19:j.issn.2095-3941.2021.0294. [PMID: 34846108 PMCID: PMC8958885 DOI: 10.20892/j.issn.2095-3941.2021.0294] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2021] [Accepted: 07/27/2021] [Indexed: 11/16/2022] Open
Abstract
MicroRNAs (miRNAs) are a class of endogenously expressed non-coding regulators of the genome with an ability to mediate a variety of biological and pathological processes. There is growing evidence demonstrating frequent dysregulation of microRNAs in cancer cells, which is associated with tumor initiation, development, migration, invasion, resisting cell death, and drug resistance. Studies have shown that modulation of these small RNAs is a novel and promising therapeutic tool in the treatment of a variety of diseases, especially cancer, due to their broad influence on multiple cellular processes. However, suboptimal delivery of the appropriate miRNA to the cancer sites, quick degradation by nucleases in the blood circulation, and off target effects have limited their research and clinical applications. Therefore, there is a pressing need to improve the therapeutic efficacy of miRNA modulators, while at the same time reducing their toxicities. Several delivery vehicles for miRNA modulators have been shown to be effective in vitro and in vivo. In this review, we will discuss the role and importance of miRNAs in cancer and provide perspectives on currently available carriers for miRNA modulation. We will also summarize the challenges and prospects for the clinical translation of miRNA-based therapeutic strategies.
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Affiliation(s)
- Nahid Arghiani
- Center for Stem Cell and Translational Immunotherapy (CSTI), Harvard Medical School, Boston, MA 02115, USA
- Department of Neurosurgery, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Khalid Shah
- Center for Stem Cell and Translational Immunotherapy (CSTI), Harvard Medical School, Boston, MA 02115, USA
- Department of Neurosurgery, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA 02115, USA
- Harvard Stem Cell Institute, Harvard University, Cambridge, MA 02138, USA
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Translation of the long-term fundamental studies on viral DNA packaging motors into nanotechnology and nanomedicine. SCIENCE CHINA-LIFE SCIENCES 2020; 63:1103-1129. [DOI: 10.1007/s11427-020-1752-1] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/08/2020] [Accepted: 06/04/2020] [Indexed: 02/07/2023]
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Zou A, Lee S, Li J, Zhou R. Retained Stability of the RNA Structure in DNA Packaging Motor with a Single Mg2+ Ion Bound at the Double Mg-Clamp Structure. J Phys Chem B 2020; 124:701-707. [DOI: 10.1021/acs.jpcb.9b06428] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Affiliation(s)
- Aodong Zou
- Department of Engineering Mechanics, Zhejiang University, Hangzhou 310027, China
- Institute of Quantitative Biology and Department of Physics, Zhejiang University, Hangzhou 310027, China
| | - Sangyun Lee
- Computational Biological Center, IBM Thomas J. Watson Research Center, Yorktown Heights, New York 10598, United States
| | - Jingyuan Li
- Institute of Quantitative Biology and Department of Physics, Zhejiang University, Hangzhou 310027, China
| | - Ruhong Zhou
- Institute of Quantitative Biology and Department of Physics, Zhejiang University, Hangzhou 310027, China
- Computational Biological Center, IBM Thomas J. Watson Research Center, Yorktown Heights, New York 10598, United States
- Department of Chemistry, Columbia University, New York, New York 10027, United States
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Schroeder SJ. Challenges and approaches to predicting RNA with multiple functional structures. RNA (NEW YORK, N.Y.) 2018; 24:1615-1624. [PMID: 30143552 PMCID: PMC6239171 DOI: 10.1261/rna.067827.118] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 06/08/2023]
Abstract
The revolution in sequencing technology demands new tools to interpret the genetic code. As in vivo transcriptome-wide chemical probing techniques advance, new challenges emerge in the RNA folding problem. The emphasis on one sequence folding into a single minimum free energy structure is fading as a new focus develops on generating RNA structural ensembles and identifying functional structural features in ensembles. This review describes an efficient combinatorially complete method and three free energy minimization approaches to predicting RNA structures with more than one functional fold, as well as two methods for analysis of a thermodynamics-based Boltzmann ensemble of structures. The review then highlights two examples of viral RNA 3'-UTR regions that fold into more than one conformation and have been characterized by single molecule fluorescence energy resonance transfer or NMR spectroscopy. These examples highlight the different approaches and challenges in predicting structure and function from sequence for RNA with multiple biological roles and folds. More well-defined examples and new metrics for measuring differences in RNA structures will guide future improvements in prediction of RNA structure and function from sequence.
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Affiliation(s)
- Susan J Schroeder
- Department of Chemistry and Biochemistry, Department of Microbiology and Plant Biology, University of Oklahoma, Norman, Oklahoma 73019, USA
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Lozano G, Francisco-Velilla R, Martinez-Salas E. Deconstructing internal ribosome entry site elements: an update of structural motifs and functional divergences. Open Biol 2018; 8:rsob.180155. [PMID: 30487301 PMCID: PMC6282068 DOI: 10.1098/rsob.180155] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2018] [Accepted: 10/30/2018] [Indexed: 12/16/2022] Open
Abstract
Beyond the general cap-dependent translation initiation, eukaryotic organisms use alternative mechanisms to initiate protein synthesis. Internal ribosome entry site (IRES) elements are cis-acting RNA regions that promote internal initiation of translation using a cap-independent mechanism. However, their lack of primary sequence and secondary RNA structure conservation, as well as the diversity of host factor requirement to recruit the ribosomal subunits, suggest distinct types of IRES elements. In spite of this heterogeneity, conserved motifs preserve sequences impacting on RNA structure and RNA–protein interactions important for IRES-driven translation. This conservation brings the question of whether IRES elements could consist of basic building blocks, which upon evolutionary selection result in functional elements with different properties. Although RNA-binding proteins (RBPs) perform a crucial role in the assembly of ribonucleoprotein complexes, the versatility and plasticity of RNA molecules, together with their high flexibility and dynamism, determines formation of macromolecular complexes in response to different signals. These properties rely on the presence of short RNA motifs, which operate as modular entities, and suggest that decomposition of IRES elements in short modules could help to understand the different mechanisms driven by these regulatory elements. Here we will review evidence suggesting that model IRES elements consist of the combination of short modules, providing sites of interaction for ribosome subunits, eIFs and RBPs, with implications for definition of criteria to identify novel IRES-like elements genome wide.
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Affiliation(s)
- Gloria Lozano
- Centro de Biología Molecular Severo Ochoa, Consejo Superior de Investigaciones Científicas-Universidad Autónoma de Madrid, Nicolás Cabrera 1, 28049 Madrid, Spain
| | - Rosario Francisco-Velilla
- Centro de Biología Molecular Severo Ochoa, Consejo Superior de Investigaciones Científicas-Universidad Autónoma de Madrid, Nicolás Cabrera 1, 28049 Madrid, Spain
| | - Encarnacion Martinez-Salas
- Centro de Biología Molecular Severo Ochoa, Consejo Superior de Investigaciones Científicas-Universidad Autónoma de Madrid, Nicolás Cabrera 1, 28049 Madrid, Spain
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Haque F, Pi F, Zhao Z, Gu S, Hu H, Yu H, Guo P. RNA versatility, flexibility, and thermostability for practice in RNA nanotechnology and biomedical applications. WILEY INTERDISCIPLINARY REVIEWS. RNA 2018; 9:10.1002/wrna.1452. [PMID: 29105333 PMCID: PMC5739991 DOI: 10.1002/wrna.1452] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/26/2017] [Revised: 08/25/2017] [Accepted: 09/01/2017] [Indexed: 12/23/2022]
Abstract
In recent years, RNA has attracted widespread attention as a unique biomaterial with distinct biophysical properties for designing sophisticated architectures in the nanometer scale. RNA is much more versatile in structure and function with higher thermodynamic stability compared to its nucleic acid counterpart DNA. Larger RNA molecules can be viewed as a modular structure built from a combination of many 'Lego' building blocks connected via different linker sequences. By exploiting the diversity of RNA motifs and flexibility of structure, varieties of RNA architectures can be fabricated with precise control of shape, size, and stoichiometry. Many structural motifs have been discovered and characterized over the years and the crystal structures of many of these motifs are available for nanoparticle construction. For example, using the flexibility and versatility of RNA structure, RNA triangles, squares, pentagons, and hexagons can be constructed from phi29 pRNA three-way-junction (3WJ) building block. This review will focus on 2D RNA triangles, squares, and hexamers; 3D and 4D structures built from basic RNA building blocks; and their prospective applications in vivo as imaging or therapeutic agents via specific delivery and targeting. Methods for intracellular cloning and expression of RNA molecules and the in vivo assembly of RNA nanoparticles will also be reviewed. WIREs RNA 2018, 9:e1452. doi: 10.1002/wrna.1452 This article is categorized under: RNA Methods > RNA Nanotechnology RNA Structure and Dynamics > RNA Structure, Dynamics and Chemistry RNA in Disease and Development > RNA in Disease Regulatory RNAs/RNAi/Riboswitches > Regulatory RNAs.
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Affiliation(s)
- Farzin Haque
- Nanobio Delivery Pharmaceutical Co. Ltd., Columbus, Ohio, USA
| | - Fengmei Pi
- Nanobio Delivery Pharmaceutical Co. Ltd., Columbus, Ohio, USA
| | - Zhengyi Zhao
- Nanobio Delivery Pharmaceutical Co. Ltd., Columbus, Ohio, USA
| | - Shanqing Gu
- Nanobio Delivery Pharmaceutical Co. Ltd., Columbus, Ohio, USA
| | - Haibo Hu
- Nanobio Delivery Pharmaceutical Co. Ltd., Columbus, Ohio, USA
| | - Hang Yu
- Nanobio Delivery Pharmaceutical Co. Ltd., Columbus, Ohio, USA
| | - Peixuan Guo
- College of Pharmacy, Division of Pharmaceutics and Pharmaceutical Chemistry; College of Medicine, Dorothy M. Davis Heart and Lung Research Institute; Comprehensive Cancer Center; and Center for RNA Nanobiotechnology and Nanomedicine, The Ohio State University, Columbus, OH, USA
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Hill AC, Schroeder SJ. Thermodynamic stabilities of three-way junction nanomotifs in prohead RNA. RNA (NEW YORK, N.Y.) 2017; 23:521-529. [PMID: 28069889 PMCID: PMC5340915 DOI: 10.1261/rna.059220.116] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/18/2016] [Accepted: 12/24/2016] [Indexed: 06/06/2023]
Abstract
The thermodynamic stabilities of four natural prohead or packaging RNA (pRNA) three-way junction (3WJ) nanomotifs and seven phi29 pRNA 3WJ deletion mutant nanomotifs were investigated using UV optical melting on a three-component RNA system. Our data reveal that some pRNA 3WJs are more stable than the phi29 pRNA 3WJ. The stability of the 3WJ contributes to the unique self-assembly properties of pRNA. Thus, ultrastable pRNA 3WJ motifs suggest new scaffolds for pRNA-based nanotechnology. We present data demonstrating that pRNA 3WJs differentially respond to the presence of metal ions. A comparison of our data with free energies predicted by currently available RNA secondary structure prediction programs shows that these programs do not accurately predict multibranch loop stabilities. These results will expand the existing parameters used for RNA secondary structure prediction from sequence in order to better inform RNA structure-function hypotheses and guide the rational design of functional RNA supramolecular assemblies.
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Affiliation(s)
| | - Susan J Schroeder
- Department of Microbiology and Plant Biology
- Department of Chemistry and Biochemistry, University of Oklahoma, Norman, Oklahoma 73019, USA
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