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Chen CC, Han J, Chinn CA, Rounds JS, Li X, Nikan M, Myszka M, Tong L, Passalacqua LFM, Bredy TW, Wood MA, Lupták A. Inhibition of CPEB3 ribozyme elevates CPEB3 protein expression and polyadenylation of its target mRNAs, and enhances object location memory. bioRxiv 2023:2023.06.07.543953. [PMID: 37333407 PMCID: PMC10274809 DOI: 10.1101/2023.06.07.543953] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/20/2023]
Abstract
A self-cleaving ribozyme that maps to an intron of the cytoplasmic polyadenylation element binding protein 3 (CPEB3) gene is thought to play a role in human episodic memory, but the underlying mechanisms mediating this effect are not known. We tested the activity of the murine sequence and found that the ribozyme's self-scission half-life matches the time it takes an RNA polymerase to reach the immediate downstream exon, suggesting that the ribozyme-dependent intron cleavage is tuned to co-transcriptional splicing of the CPEB3 mRNA. Our studies also reveal that the murine ribozyme modulates maturation of its harboring mRNA in both cultured cortical neurons and the hippocampus: inhibition of the ribozyme using an antisense oligonucleotide leads to increased CPEB3 protein expression, which enhances polyadenylation and translation of localized plasticity-related target mRNAs, and subsequently strengthens hippocampal-dependent long-term memory. These findings reveal a previously unknown role for self-cleaving ribozyme activity in regulating experience-induced co-transcriptional and local translational processes required for learning and memory.
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Affiliation(s)
- Claire C. Chen
- Department of Pharmaceutical Sciences, University of California–Irvine, Irvine, California 92697, United States
| | - Joseph Han
- Department of Neurobiology and Behavior, Center for the Neurobiology of Learning and Memory, University of California–Irvine, Irvine, California 92697, United States
| | - Carlene A. Chinn
- Department of Neurobiology and Behavior, Center for the Neurobiology of Learning and Memory, University of California–Irvine, Irvine, California 92697, United States
| | - Jacob S. Rounds
- Department of Neurobiology and Behavior, Center for the Neurobiology of Learning and Memory, University of California–Irvine, Irvine, California 92697, United States
| | - Xiang Li
- Department of Neurobiology and Behavior, Center for the Neurobiology of Learning and Memory, University of California–Irvine, Irvine, California 92697, United States
| | - Mehran Nikan
- Ionis Pharmaceuticals, 2855 Gazelle Court, Carlsbad, CA 92010, USA
| | - Marie Myszka
- Department of Chemistry, University of California–Irvine, Irvine, California 92697, United States
| | - Liqi Tong
- Institute for Memory Impairments and Neurological Disorders, University of California–Irvine, Irvine, California 92697, United States
| | - Luiz F. M. Passalacqua
- Department of Pharmaceutical Sciences, University of California–Irvine, Irvine, California 92697, United States
| | - Timothy W. Bredy
- Department of Neurobiology and Behavior, Center for the Neurobiology of Learning and Memory, University of California–Irvine, Irvine, California 92697, United States
| | - Marcelo A. Wood
- Department of Neurobiology and Behavior, Center for the Neurobiology of Learning and Memory, University of California–Irvine, Irvine, California 92697, United States
| | - Andrej Lupták
- Department of Pharmaceutical Sciences, University of California–Irvine, Irvine, California 92697, United States
- Department of Chemistry, University of California–Irvine, Irvine, California 92697, United States
- Department of Molecular Biology and Biochemistry, University of California–Irvine, Irvine, California 92697, United States
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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] [What about the content of this article? (0)] [Affiliation(s)] [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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Affiliation(s)
- Claire C Chen
- Department of Pharmaceutical Sciences, University of California Irvine, Irvine, CA, USA
| | - Andrej Lupták
- Department of Pharmaceutical Sciences, University of California Irvine, Irvine, CA, USA.
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4
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Chizzolini F, Kent AD, Passalacqua LFM, Lupták A. Enzymatic RNA Production from NTPs Synthesized from Nucleosides and Trimetaphosphate*. Chembiochem 2021; 22:2098-2101. [PMID: 33798271 DOI: 10.1002/cbic.202100085] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2021] [Revised: 03/29/2021] [Indexed: 01/22/2023]
Abstract
A mechanism of nucleoside triphosphorylation would have been critical in an evolving "RNA world" to provide high-energy substrates for reactions such as RNA polymerization. However, synthetic approaches to produce ribonucleoside triphosphates (rNTPs) have suffered from conditions such as high temperatures or high pH that lead to increased RNA degradation, as well as substrate production that cannot sustain replication. Previous reports have demonstrated that cyclic trimetaphosphate (cTmp) can react with nucleosides to form rNTPs under prebiotically-relevant conditions, but their reaction rates were unknown and the influence of reaction conditions not well-characterized. Here we established a sensitive assay that allowed for the determination of second-order rate constants for all four rNTPs, ranging from 1.7×10-6 to 6.5×10-6 M-1 s-1 . The ATP reaction shows a linear dependence on pH and Mg2+ , and an enthalpy of activation of 88±4 kJ/mol. At millimolar nucleoside and cTmp concentrations, the rNTP production rate is sufficient to facilitate RNA synthesis by both T7 RNA polymerase and a polymerase ribozyme. We suggest that the optimized reaction of cTmp with nucleosides may provide a viable connection between prebiotic nucleotide synthesis and RNA replication.
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Affiliation(s)
- Fabio Chizzolini
- Department of Pharmaceutical Sciences, University of California at Irvine, Irvine, CA, 92617, USA
| | - Alexandra D Kent
- Department of Chemistry, University of California at Irvine, Irvine, CA, 92617, USA
| | - Luiz F M Passalacqua
- Department of Pharmaceutical Sciences, University of California at Irvine, Irvine, CA, 92617, USA
| | - Andrej Lupták
- Department of Pharmaceutical Sciences, University of California at Irvine, Irvine, CA, 92617, USA.,Department of Chemistry, University of California at Irvine, Irvine, CA, 92617, USA.,Department of Molecular Biology and Biochemistry, University of California at Irvine, Irvine, CA, 92617, USA
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5
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Abstract
RNA molecules can be conveniently synthesized in vitro by the T7 RNA polymerase (T7 RNAP). In some experiments, such as cotranscriptional biochemical analyses, continuous synthesis of RNA is not desired. Here, we propose a method for a single-pass transcription that yields a single transcript per template DNA molecule using the T7 RNAP system. We hypothesized that stalling the polymerase downstream from the promoter region and subsequent cleavage of the promoter by a restriction enzyme (to prevent promoter binding by another polymerase) would allow synchronized production of a single transcript per template. The single-pass transcription was verified in two different scenarios: a short self-cleaving ribozyme and a long mRNA. The results show that a controlled single-pass transcription using T7 RNAP allows precise measurement of cotranscriptional ribozyme activity, and this approach will facilitate the study of other kinetic events.
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Affiliation(s)
- Luiz F M Passalacqua
- Department of Pharmaceutical Sciences, University of California, Irvine, California 92697, USA
| | - Armine I Dingilian
- Department of Pharmaceutical Sciences, University of California, Irvine, California 92697, USA
| | - Andrej Lupták
- Department of Pharmaceutical Sciences, University of California, Irvine, California 92697, USA
- Department of Chemistry, University of California, Irvine, California 92697, USA
- Department of Molecular Biology and Biochemistry, University of California, Irvine, California 92697, USA
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6
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Chizzolini F, Passalacqua LFM, Oumais M, Dingilian AI, Szostak JW, Lupták A. Large Phenotypic Enhancement of Structured Random RNA Pools. J Am Chem Soc 2020; 142:1941-1951. [PMID: 31887027 DOI: 10.1021/jacs.9b11396] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
Laboratory evolution of functional RNAs has applications in many areas of chemical and synthetic biology. In vitro selections critically depend on the presence of functional molecules, such as aptamers and ribozymes, in the starting sequence pools. For selection of novel functions the pools are typically transcribed from random-sequence DNA templates, yielding a highly diverse set of RNAs that contain a multitude of folds and biochemical activities. The phenotypic potential, the frequency of functional RNAs, is very low, requiring large complexity of starting pools, surpassing 1015 different sequences, to identify highly active isolates. Furthermore, the majority of random sequences is not structured and has a high propensity for aggregation; the in vitro selection process thus involves not just enrichment of functional RNAs, but also their purification from aggregation-prone "free-riders". We reasoned that purification of the nonaggregating, monomeric subpopulation of a random-sequence RNA pool will yield pools of folded, functional RNAs. We performed six rounds of selection for monomeric sequences and show that the enriched population is compactly folded. In vitro selections originating from various mixtures of the compact pool and a fully random pool showed that sequences from the compact pool always dominate the population once a biochemical activity is detectable. A head-to-head competition of the two pools starting from a low (5 × 1012) sequence diversity revealed that the phenotypic potential of the compact pool is about 1000-times higher than the fully random pool. A selection for folded and monomeric RNA pools thus greatly increases the frequency of functional RNAs from that seen in random-sequence pools, providing a facile experimental approach to isolation of highly active functional RNAs from low-diversity populations.
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Affiliation(s)
- Fabio Chizzolini
- Department of Pharmaceutical Sciences , University of California at Irvine , Irvine , California 92697 , United States
| | - Luiz F M Passalacqua
- Department of Pharmaceutical Sciences , University of California at Irvine , Irvine , California 92697 , United States
| | - Mona Oumais
- Department of Chemistry , University of California at Irvine , Irvine , California 92697 , United States
| | - Armine I Dingilian
- Department of Pharmaceutical Sciences , University of California at Irvine , Irvine , California 92697 , United States
| | - Jack W Szostak
- Howard Hughes Medical Institute, Department of Molecular Biology, and Center for Computational and Integrative Biology , Massachusetts General Hospital , Boston , Massachusetts 02114 , United States.,Department of Chemistry and Chemical Biology , Harvard University , 12 Oxford Street , Cambridge , Massachusetts 02138 , United States
| | - Andrej Lupták
- Department of Pharmaceutical Sciences , University of California at Irvine , Irvine , California 92697 , United States.,Department of Chemistry , University of California at Irvine , Irvine , California 92697 , United States.,Department of Molecular Biology and Biochemistry , University of California at Irvine , Irvine , California 92697 , United States
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7
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Abstract
Aptamers are small, functional nucleic acids that bind a variety of targets, often with high specificity and affinity. Genomic aptamers constitute the ligand-binding domains of riboswitches, whereas synthetic aptamers find applications as diagnostic and therapeutic tools, and as ligand-binding domains of regulatory RNAs in synthetic biology. Discovery and characterization of aptamers has been limited by a lack of high-throughput approaches that uncover the target-binding domains and the biochemical properties of individual sequences. With the advent of high-throughput sequencing, large-scale analysis of in vitro selected populations of aptamers (and catalytic nucleic acids, such as ribozymes and DNAzmes) became possible. In recent years the development of new experimental approaches and software tools has led to significant streamlining of the selection-pool analysis. This article provides an overview of post-selection data analysis and describes high-throughput methods that facilitate rapid discovery and biochemical characterization of aptamers.
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Affiliation(s)
- Kyle H Cole
- Department of Molecular Biology and Biochemistry, University of California, Irvine, CA, United States
| | - Andrej Lupták
- Department of Molecular Biology and Biochemistry, University of California, Irvine, CA, United States; Department of Pharmaceutical Sciences, University of California, Irvine, CA, United States; Department of Chemistry, University of California, Irvine, CA, United States.
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8
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Webb CHT, Lupták A. Kinetic Parameters of trans Scission by Extended HDV-like Ribozymes and the Prospect for the Discovery of Genomic trans-Cleaving RNAs. Biochemistry 2018; 57:1440-1450. [PMID: 29388767 DOI: 10.1021/acs.biochem.7b00789] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
Hepatitis delta virus (HDV)-like ribozymes are self-cleaving catalytic RNAs with a widespread distribution in nature and biological roles ranging from self-scission during rolling-circle replication in viroids to co-transcriptional processing of eukaryotic retrotransposons, among others. The ribozymes fold into a double pseudoknot with a common catalytic core motif and highly variable peripheral domains. Like other self-cleaving ribozymes, HDV-like ribozymes can be converted into trans-acting catalytic RNAs by bisecting the self-cleaving variants at non-essential loops. Here we explore the trans-cleaving activity of ribozymes derived from the largest examples of the ribozymes (drz-Agam-2 family), which contain an extended domain between the substrate strand and the rest of the RNA. When this peripheral domain is bisected at its distal end, the substrate strand is recognized through two helices, rather than just one 7 bp helix common among the HDV ribozymes, resulting in stronger binding and increased sequence specificity. Kinetic characterization of the extended trans-cleaving ribozyme revealed an efficient trans-cleaving system with a surprisingly high KM', supporting a model that includes a recently proposed activation barrier related to the assembly of the catalytically competent ribozyme. The ribozymes also exhibit a very long koff for the products (∼2 weeks), resulting in a trade-off between sequence specificity and turnover. Finally, structure-based searches for the catalytic cores of these ribozymes in the genome of the mosquito Anopheles gambiae, combined with sequence searches for their putative substrates, revealed two potential ribozyme-substrate pairs that may represent examples of natural trans-cleaving ribozymes.
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Affiliation(s)
- Chiu-Ho T Webb
- Department of Molecular Biology and Biochemistry , University of California-Irvine , Irvine , California 92697 , United States
| | - Andrej Lupták
- Department of Molecular Biology and Biochemistry , University of California-Irvine , Irvine , California 92697 , United States.,Department of Pharmaceutical Sciences , University of California-Irvine , Irvine , California 92697 , United States.,Department of Chemistry , University of California-Irvine , Irvine , California 92697 , United States
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9
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Passalacqua LFM, Jimenez RM, Fong JY, Lupták A. Allosteric Modulation of the Faecalibacterium prausnitzii Hepatitis Delta Virus-like Ribozyme by Glucosamine 6-Phosphate: The Substrate of the Adjacent Gene Product. Biochemistry 2017; 56:6006-6014. [PMID: 29045794 DOI: 10.1021/acs.biochem.7b00879] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Self-cleaving ribozymes were discovered 30 years ago and have been found throughout nature, from bacteria to animals, but little is known about their biological functions and regulation, particularly how cofactors and metabolites alter their activity. A hepatitis delta virus-like self-cleaving ribozyme maps upstream of a phosphoglucosamine mutase (glmM) open reading frame in the genome of the human gut bacterium Faecalibacterium prausnitzii. The presence of a ribozyme in the untranslated region of glmM suggests a regulation mechanism of gene expression. In the bacterial hexosamine biosynthesis pathway, the enzyme glmM catalyzes the isomerization of glucosamine 6-phosphate into glucosamine 1-phosphate. In this study, we investigated the effect of these metabolites on the co-transcriptional self-cleavage rate of the ribozyme. Our results suggest that glucosamine 6-phosphate, but not glucosamine 1-phosphate, is an allosteric ligand that increases the self-cleavage rate of drz-Fpra-1, providing the first known example of allosteric modulation of a self-cleaving ribozyme by the substrate of the adjacent gene product. Given that the ribozyme is activated by the glmM substrate, but not the product, this allosteric modulation may represent a potential feed-forward mechanism of gene expression regulation in bacteria.
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Affiliation(s)
- Luiz F M Passalacqua
- Department of Pharmaceutical Sciences, University of California , Irvine, California 92697, United States
| | - Randi M Jimenez
- Department of Molecular Biology and Biochemistry, University of California , Irvine, California 92697, United States
| | - Jennifer Y Fong
- Department of Pharmaceutical Sciences, University of California , Irvine, California 92697, United States
| | - Andrej Lupták
- Department of Pharmaceutical Sciences, University of California , Irvine, California 92697, United States.,Department of Molecular Biology and Biochemistry, University of California , Irvine, California 92697, United States.,Department of Chemistry, University of California , Irvine, California 92697, United States
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10
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Abdelsayed MM, Ho BT, Vu MMK, Polanco J, Spitale RC, Lupták A. Multiplex Aptamer Discovery through Apta-Seq and Its Application to ATP Aptamers Derived from Human-Genomic SELEX. ACS Chem Biol 2017; 12:2149-2156. [PMID: 28661647 DOI: 10.1021/acschembio.7b00001] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2023]
Abstract
Laboratory-evolved RNAs bind a wide variety of targets and serve highly diverse functions, including as diagnostic and therapeutic aptamers. The majority of aptamers have been identified using in vitro selection (SELEX), a molecular evolution technique based on selecting target-binding RNAs from highly diverse pools through serial rounds of enrichment and amplification. In vitro selection typically yields multiple distinct motifs of highly variable abundance and target-binding affinities. The discovery of new aptamers is often limited by the difficulty of characterizing the selected motifs, because testing of individual sequences tends to be a tedious process. To facilitate the discovery of new aptamers within in vitro selected pools, we developed Apta-Seq, a multiplex analysis based on quantitative, ligand-dependent 2' acylation of solvent-accessible regions of the selected RNA pools, followed by reverse transcription (SHAPE) and deep sequencing. The method reveals, in a single sequencing experiment, the identity, structural features, and target dissociation constants for aptamers present in the selected pool. Application of Apta-Seq to a human genomic pool enriched for ATP-binding RNAs yielded three new aptamers, which together with previously identified human aptamers suggest that ligand-binding RNAs may be common in mammals.
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Affiliation(s)
- Michael M. Abdelsayed
- Department
of Molecular Biology and Biochemistry, University of California—Irvine, Irvine, California 92697, United States
| | - Bao T. Ho
- Department
of Pharmaceutical Sciences, University of California—Irvine, Irvine, California 92697, United States
| | - Michael M. K. Vu
- Department
of Chemistry, University of California—Irvine, Irvine, California 92697, United States
| | - Julio Polanco
- Department
of Molecular Biology and Biochemistry, University of California—Irvine, Irvine, California 92697, United States
| | - Robert C. Spitale
- Department
of Pharmaceutical Sciences, University of California—Irvine, Irvine, California 92697, United States
- Department
of Chemistry, University of California—Irvine, Irvine, California 92697, United States
| | - Andrej Lupták
- Department
of Molecular Biology and Biochemistry, University of California—Irvine, Irvine, California 92697, United States
- Department
of Pharmaceutical Sciences, University of California—Irvine, Irvine, California 92697, United States
- Department
of Chemistry, University of California—Irvine, Irvine, California 92697, United States
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11
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Manuel G, Lupták A, Corn RM. A Microwell-Printing Fabrication Strategy for the On-Chip Templated Biosynthesis of Protein Microarrays for Surface Plasmon Resonance Imaging. J Phys Chem C Nanomater Interfaces 2016; 120:20984-20990. [PMID: 28706572 PMCID: PMC5504410 DOI: 10.1021/acs.jpcc.6b03307] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/28/2023]
Abstract
A two-step templated, ribosomal biosynthesis/printing method for the fabrication of protein microarrays for surface plasmon resonance imaging (SPRI) measurements is demonstrated. In the first step, a sixteen component microarray of proteins is created in microwells by cell free on chip protein synthesis; each microwell contains both an in vitro transcription and translation (IVTT) solution and 350 femtomoles of a specific DNA template sequence that together are used to create approximately 40 picomoles of a specific hexahistidine-tagged protein. In the second step, the protein microwell array is used to contact print one or more protein microarrays onto nitrilotriacetic acid (NTA)-functionalized gold thin film SPRI chips for real-time SPRI surface bioaffinity adsorption measurements. Even though each microwell array element only contains approximately 40 picomoles of protein, the concentration is sufficiently high for the efficient bioaffinity adsorption and capture of the approximately 100 femtomoles of hexahistidine-tagged protein required to create each SPRI microarray element. As a first example, the protein biosynthesis process is verified with fluorescence imaging measurements of a microwell array containing His-tagged green fluorescent protein (GFP), yellow fluorescent protein (YFP) and mCherry (RFP), and then the fidelity of SPRI chips printed from this protein microwell array is ascertained by measuring the real-time adsorption of various antibodies specific to these three structurally related proteins. This greatly simplified two-step synthesis/printing fabrication methodology eliminates most of the handling, purification and processing steps normally required in the synthesis of multiple protein probes, and enables the rapid fabrication of SPRI protein microarrays from DNA templates for the study of protein-protein bioaffinity interactions.
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Affiliation(s)
| | - Andrej Lupták
- Corresponding Authors: Robert M. Corn,
, phone: 1-949-824-1746 and Andrej Luptak,
, phone: 1-949-824-9132
| | - Robert M. Corn
- Corresponding Authors: Robert M. Corn,
, phone: 1-949-824-1746 and Andrej Luptak,
, phone: 1-949-824-9132
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13
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Rampášek L, Jimenez RM, Lupták A, Vinař T, Brejová B. RNA motif search with data-driven element ordering. BMC Bioinformatics 2016; 17:216. [PMID: 27188396 PMCID: PMC4870747 DOI: 10.1186/s12859-016-1074-x] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2015] [Accepted: 05/07/2016] [Indexed: 01/30/2023] Open
Abstract
Background In this paper, we study the problem of RNA motif search in long genomic sequences. This approach uses a combination of sequence and structure constraints to uncover new distant homologs of known functional RNAs. The problem is NP-hard and is traditionally solved by backtracking algorithms. Results We have designed a new algorithm for RNA motif search and implemented a new motif search tool RNArobo. The tool enhances the RNAbob descriptor language, allowing insertions in helices, which enables better characterization of ribozymes and aptamers. A typical RNA motif consists of multiple elements and the running time of the algorithm is highly dependent on their ordering. By approaching the element ordering problem in a principled way, we demonstrate more than 100-fold speedup of the search for complex motifs compared to previously published tools. Conclusions We have developed a new method for RNA motif search that allows for a significant speedup of the search of complex motifs that include pseudoknots. Such speed improvements are crucial at a time when the rate of DNA sequencing outpaces growth in computing. RNArobo is available at http://compbio.fmph.uniba.sk/rnarobo. Electronic supplementary material The online version of this article (doi:10.1186/s12859-016-1074-x) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Ladislav Rampášek
- Department of Computer Science, University of Toronto, Toronto, M5R 3G4, ON, Canada.,Department of Pharmaceutical Sciences, Chemistry, and Molecular Biology and Biochemistry, University of California, Irvine, 2141 Natural Sciences 2, Irvine, 92697, CA, USA.,Faculty of Mathematics, Physics, and Informatics, Comenius University, Mlynská dolina, Bratislava, 842 48, Slovakia
| | - Randi M Jimenez
- Department of Pharmaceutical Sciences, Chemistry, and Molecular Biology and Biochemistry, University of California, Irvine, 2141 Natural Sciences 2, Irvine, 92697, CA, USA
| | - Andrej Lupták
- Department of Pharmaceutical Sciences, Chemistry, and Molecular Biology and Biochemistry, University of California, Irvine, 2141 Natural Sciences 2, Irvine, 92697, CA, USA.
| | - Tomáš Vinař
- Faculty of Mathematics, Physics, and Informatics, Comenius University, Mlynská dolina, Bratislava, 842 48, Slovakia
| | - Broňa Brejová
- Faculty of Mathematics, Physics, and Informatics, Comenius University, Mlynská dolina, Bratislava, 842 48, Slovakia.
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14
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Pobanz K, Lupták A. Improving the odds: Influence of starting pools on in vitro selection outcomes. Methods 2016; 106:14-20. [PMID: 27109058 DOI: 10.1016/j.ymeth.2016.04.021] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2016] [Revised: 04/16/2016] [Accepted: 04/18/2016] [Indexed: 12/28/2022] Open
Abstract
As with any outcome of an evolutionary process, the success of in vitro selection experiments depends critically on the starting population. In vitro selections isolate functional nucleic acids that fold into specific structures and form unique binding and catalytic sites. The selection outcomes therefore depend on the molecular and structural diversity of the initial pools. In addition, the experiments are strongly influenced by the length of the starting pool. Longer randomized regions support the formation of more complex structures and presumably allow formation of more intricate tertiary interactions, but they also tend to misfold and aggregate, whereas shorter pools are sufficient to yield simpler motifs. Furthermore, introducing a sequence bias that promotes secondary structure formation appears to prejudice the population towards more functional macromolecules. We review the literature on the influence of the starting pools on the predicted and actual outcomes of laboratory evolution experiments.
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Affiliation(s)
- Kelsey Pobanz
- Department of Chemistry, University of California, Irvine, CA 92697, USA
| | - Andrej Lupták
- Department of Chemistry, University of California, Irvine, CA 92697, USA; Department of Pharmaceutical Sciences, University of California, Irvine, CA 92697, USA; Department of Molecular Biology and Biochemistry, University of California, Irvine, CA 92697, USA.
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15
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Kozlyuk N, Sengupta S, Lupták A, Martin RW. In situ NMR measurement of macromolecule-bound metal ion concentrations. J Biomol NMR 2016; 64:269-273. [PMID: 27108020 DOI: 10.1007/s10858-016-0031-3] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/28/2015] [Accepted: 04/15/2016] [Indexed: 06/05/2023]
Abstract
Many nucleic acids and proteins require divalent metal ions such as Mg(2+) and Ca(2+) for folding and function. The lipophilic alignment media frequently used as membrane mimetics also bind these divalent metals. Here we demonstrate the use of (31)P NMR spectrum of a metal ion chelator (deoxycytidine diphosphate) to measure the bound [Mg(2+)] and [Ca(2+)] in situ for several biological model systems at relatively high divalent ion concentrations (1-10 mM). This method represents a general approach to measuring divalent metal ion binding in NMR samples where the amount and type of metal ion added to the system is known.
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Affiliation(s)
- Natalia Kozlyuk
- Department of Chemistry, University of California, Irvine, CA, 92697, USA
| | - Suvrajit Sengupta
- Department of Chemistry, University of California, Irvine, CA, 92697, USA
| | - Andrej Lupták
- Department of Chemistry, University of California, Irvine, CA, 92697, USA.
- Department of Molecular Biology and Biochemistry, University of California, Irvine, CA, 92697, USA.
- Department of Pharmaceutical Sciences, University of California, Irvine, CA, 92697, USA.
| | - Rachel W Martin
- Department of Chemistry, University of California, Irvine, CA, 92697, USA.
- Department of Molecular Biology and Biochemistry, University of California, Irvine, CA, 92697, USA.
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16
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Jimenez RM, Polanco JA, Lupták A. Chemistry and Biology of Self-Cleaving Ribozymes. Trends Biochem Sci 2015; 40:648-661. [PMID: 26481500 DOI: 10.1016/j.tibs.2015.09.001] [Citation(s) in RCA: 123] [Impact Index Per Article: 13.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2015] [Revised: 08/28/2015] [Accepted: 09/01/2015] [Indexed: 11/26/2022]
Abstract
Self-cleaving ribozymes were discovered 30 years ago, but their biological distribution and catalytic mechanisms are only beginning to be defined. Each ribozyme family is defined by a distinct structure, with unique active sites accelerating the same transesterification reaction across the families. Biochemical studies show that general acid-base catalysis is the most common mechanism of self-cleavage, but metal ions and metabolites can be used as cofactors. Ribozymes have been discovered in highly diverse genomic contexts throughout nature, from viroids to vertebrates. Their biological roles include self-scission during rolling-circle replication of RNA genomes, co-transcriptional processing of retrotransposons, and metabolite-dependent gene expression regulation in bacteria. Other examples, including highly conserved mammalian ribozymes, suggest that many new biological roles are yet to be discovered.
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Affiliation(s)
- Randi M Jimenez
- Department of Molecular Biology and Biochemistry, University of California, Irvine, CA, USA
| | - Julio A Polanco
- Department of Molecular Biology and Biochemistry, University of California, Irvine, CA, USA
| | - Andrej Lupták
- Department of Molecular Biology and Biochemistry, University of California, Irvine, CA, USA; Department of Pharmaceutical Sciences, University of California, Irvine, CA, USA; Department of Chemistry, University of California, Irvine, CA, USA.
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17
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Ho B, Polanco J, Jimenez R, Lupták A. Discovering human RNA aptamers by structure-based bioinformatics and genome-based in vitro selection. Methods Enzymol 2015; 549:29-46. [PMID: 25432743 DOI: 10.1016/b978-0-12-801122-5.00002-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
Abstract
In vitro selection and structure-based searches have emerged as useful techniques for the discoveries of structurally complex RNAs with high affinity and specificity toward metabolites. Here, we focus on the design of a human genomic library that serves as the DNA template for in vitro selection of RNA aptamers. In addition, the structural solutions obtained from the in vitro selection can be used for structure-based searches for discovery of analogous aptamers in various genomic databases.
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Affiliation(s)
- Bao Ho
- Department of Pharmaceutical Sciences, University of California, Irvine, California, USA; Department of Molecular Biology and Biochemistry, University of California, Irvine, California, USA; Department of Chemistry, University of California, Irvine, California, USA
| | - Julio Polanco
- Department of Pharmaceutical Sciences, University of California, Irvine, California, USA; Department of Molecular Biology and Biochemistry, University of California, Irvine, California, USA; Department of Chemistry, University of California, Irvine, California, USA
| | - Randi Jimenez
- Department of Pharmaceutical Sciences, University of California, Irvine, California, USA; Department of Molecular Biology and Biochemistry, University of California, Irvine, California, USA; Department of Chemistry, University of California, Irvine, California, USA
| | - Andrej Lupták
- Department of Pharmaceutical Sciences, University of California, Irvine, California, USA; Department of Molecular Biology and Biochemistry, University of California, Irvine, California, USA; Department of Chemistry, University of California, Irvine, California, USA.
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18
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Abstract
The hepatitis delta virus (HDV) ribozymes are catalytic RNAs capable of cleaving their own sugar-phosphate backbone. The HDV virus possesses the ribozymes in both sense and antisense genomic transcripts, where they are essential for processing during replication. These ribozymes have been the subject of intense biochemical scrutiny and have yielded a wealth of mechanistic insights. In recent years, many HDV-like ribozymes have been identified in nearly all branches of life. The ribozymes are implicated in a variety of biological events, including episodic memory in mammals and retrotransposition in many eukaryotes. Detailed analysis of additional HDV-like ribozyme isolates will likely reveal many more biological functions and provide information about the evolution of this unique RNA.
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Affiliation(s)
- Nathan Riccitelli
- Department of Chemistry, University of California, Irvine, California, USA
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19
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Riccitelli NJ, Delwart E, Lupták A. Identification of minimal HDV-like ribozymes with unique divalent metal ion dependence in the human microbiome. Biochemistry 2014; 53:1616-26. [PMID: 24555915 DOI: 10.1021/bi401717w] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Abstract
HDV-like self-cleaving ribozymes have been found in a wide variety of organisms, implicated in diverse biological processes, and their activity typically shows a strong divalent metal dependence, but little metal specificity. Recent studies suggested that very short variants of these ribozymes exist in nature, but their distribution and biochemical properties have not been established. To map out the distribution of small HDV-like ribozymes, the drz-Spur-3 sequence was minimized to yield a core construct for structure-based bioinformatic searches. These searches revealed several microbial ribozymes, particularly in the human microbiome. Kinetic profile of the smallest ribozyme revealed two distinct metal binding sites, only one of which promotes fast catalysis. Furthermore, this ribozyme showed markedly reduced activity in Ca(2+), even in the presence of physiological Mg(2+) concentrations. Our study substantially expands the number of microbial HDV-like ribozymes and provides an example of cleavage regulation by divalent metals.
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Affiliation(s)
- Nathan J Riccitelli
- Department of Chemistry, ∥Department of Pharmaceutical Sciences, and ⊥Department of Molecular Biology and Biochemistry, University of California-Irvine , Irvine, California 92697, United States
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20
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Vu MMK, Jameson NE, Masuda SJ, Lin D, Larralde-Ridaura R, Lupták A. Convergent evolution of adenosine aptamers spanning bacterial, human, and random sequences revealed by structure-based bioinformatics and genomic SELEX. ACTA ACUST UNITED AC 2013; 19:1247-54. [PMID: 23102219 DOI: 10.1016/j.chembiol.2012.08.010] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2012] [Revised: 08/04/2012] [Accepted: 08/07/2012] [Indexed: 02/07/2023]
Abstract
Aptamers are structured macromolecules in vitro evolved to bind molecular targets, whereas in nature they form the ligand-binding domains of riboswitches. Adenosine aptamers of a single structural family were isolated several times from random pools, but they have not been identified in genomic sequences. We used two unbiased methods, structure-based bioinformatics and human genome-based in vitro selection, to identify aptamers that form the same adenosine-binding structure in a bacterium, and several vertebrates, including humans. Two of the human aptamers map to introns of RAB3C and FGD3 genes. The RAB3C aptamer binds ATP with dissociation constants about 10 times lower than physiological ATP concentration, while the minimal FGD3 aptamer binds ATP only cotranscriptionally.
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Affiliation(s)
- Michael M K Vu
- Department of Pharmaceutical Sciences, University of California, Irvine, CA 92697, USA
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21
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Xiao Z, Levy-Nissenbaum E, Alexis F, Lupták A, Teply BA, Chan JM, Shi J, Digga E, Cheng J, Langer R, Farokhzad OC. Engineering of targeted nanoparticles for cancer therapy using internalizing aptamers isolated by cell-uptake selection. ACS Nano 2012; 6:696-704. [PMID: 22214176 PMCID: PMC3515647 DOI: 10.1021/nn204165v] [Citation(s) in RCA: 116] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/14/2023]
Abstract
One of the major challenges in the development of targeted nanoparticles (NPs) for cancer therapy is to discover targeting ligands that allow for differential binding and uptake by the target cancer cells. Using prostate cancer (PCa) as a model disease, we developed a cell-uptake selection strategy to isolate PCa-specific internalizing 2'-O-methyl RNA aptamers (Apts) for NP incorporation. Twelve cycles of selection and counter-selection were done to obtain a panel of internalizing Apts, which can distinguish PCa cells from nonprostate and normal prostate cells. After Apt characterization, size minimization, and conjugation of the Apts with fluorescently labeled polymeric NPs, the NP-Apt conjugates exhibit PCa specificity and enhancement in cellular uptake when compared to nontargeted NPs lacking the internalizing Apts. Furthermore, when docetaxel, a chemotherapeutic agent used for the treatment of PCa, was encapsulated within the NP-Apt, a significant improvement in cytotoxicity was achieved in targeted PCa cells. Rather than isolating high-affinity Apts as reported in previous selection processes, our selection strategy was designed to enrich cancer cell-specific internalizing Apts. A similar cell-uptake selection strategy may be used to develop specific internalizing ligands for a myriad of other diseases and can potentially facilitate delivering various molecules, including drugs and siRNAs, into target cells.
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Affiliation(s)
- Zeyu Xiao
- Laboratory of Nanomedicine and Biomaterials, Department of Anesthesiology, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, 02115
- MIT-Harvard Center for Cancer Nanotechnology Excellence, Massachusetts Institute of Technology, Cambridge, MA, 02139
- The David H. Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA 02139
| | - Etgar Levy-Nissenbaum
- Laboratory of Nanomedicine and Biomaterials, Department of Anesthesiology, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, 02115
- MIT-Harvard Center for Cancer Nanotechnology Excellence, Massachusetts Institute of Technology, Cambridge, MA, 02139
| | - Frank Alexis
- Laboratory of Nanomedicine and Biomaterials, Department of Anesthesiology, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, 02115
- MIT-Harvard Center for Cancer Nanotechnology Excellence, Massachusetts Institute of Technology, Cambridge, MA, 02139
| | - Andrej Lupták
- Department of Molecular Biology, and Center for Computational and Integrative Biology, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114
| | - Benjamin A. Teply
- Laboratory of Nanomedicine and Biomaterials, Department of Anesthesiology, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, 02115
- MIT-Harvard Center for Cancer Nanotechnology Excellence, Massachusetts Institute of Technology, Cambridge, MA, 02139
| | - Juliana M. Chan
- Department of Biology, Massachusetts Institute of Technology, Cambridge, MA, 02139
| | - Jinjun Shi
- Laboratory of Nanomedicine and Biomaterials, Department of Anesthesiology, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, 02115
- MIT-Harvard Center for Cancer Nanotechnology Excellence, Massachusetts Institute of Technology, Cambridge, MA, 02139
- The David H. Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA 02139
| | - Elise Digga
- Laboratory of Nanomedicine and Biomaterials, Department of Anesthesiology, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, 02115
| | - Judy Cheng
- Laboratory of Nanomedicine and Biomaterials, Department of Anesthesiology, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, 02115
- MIT-Harvard Center for Cancer Nanotechnology Excellence, Massachusetts Institute of Technology, Cambridge, MA, 02139
| | - Robert Langer
- MIT-Harvard Center for Cancer Nanotechnology Excellence, Massachusetts Institute of Technology, Cambridge, MA, 02139
- The David H. Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA 02139
| | - Omid C. Farokhzad
- Laboratory of Nanomedicine and Biomaterials, Department of Anesthesiology, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, 02115
- MIT-Harvard Center for Cancer Nanotechnology Excellence, Massachusetts Institute of Technology, Cambridge, MA, 02139
- To whom correspondence may be addressed.
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22
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Jimenez RM, Rampášek L, Brejová B, Vinař T, Lupták A. Discovery of RNA motifs using a computational pipeline that allows insertions in paired regions and filtering of candidate sequences. Methods Mol Biol 2012; 848:145-158. [PMID: 22315068 DOI: 10.1007/978-1-61779-545-9_10] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/31/2023]
Abstract
The enormous impact of noncoding RNAs on biology and biotechnology has motivated the development of systematic approaches to their discovery and characterization. Here we present a methodology for reliable detection of genomic ribozymes that centers on pipelined structure-based searches, utilizing two versatile algorithms for structure prediction. RNArobo is a prototype structure-based search package that enables a single search to return all sequences matching a designated motif descriptor, taking into account the possibility of single nucleotide insertions within base-paired regions. These outputs are then filtered through a structure prediction algorithm based on free energy minimization in order to maximize the proportion of catalytically active RNA motifs. This pipeline provides a fast approach to uncovering new catalytic RNAs with known secondary structures and verifying their activity in vitro.
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Affiliation(s)
- Randi M Jimenez
- Department of Pharmaceutical Sciences, University of California, Irvine, CA, USA
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23
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Ruminski DJ, Webb CHT, Riccitelli NJ, Lupták A. Processing and translation initiation of non-long terminal repeat retrotransposons by hepatitis delta virus (HDV)-like self-cleaving ribozymes. J Biol Chem 2011; 286:41286-41295. [PMID: 21994949 DOI: 10.1074/jbc.m111.297283] [Citation(s) in RCA: 50] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022] Open
Abstract
Many non-long terminal repeat (non-LTR) retrotransposons lack internal promoters and are co-transcribed with their host genes. These transcripts need to be liberated before inserting into new loci. Using structure-based bioinformatics, we show that several classes of retrotransposons in phyla-spanning arthropods, nematodes, and chordates utilize self-cleaving ribozymes of the hepatitis delta virus (HDV) family for processing their 5' termini. Ribozyme-terminated retrotransposons include rDNA-specific R2, R4, and R6, telomere-specific SART, and Baggins and RTE. The self-scission of the R2 ribozyme is strongly modulated by the insertion site sequence in the rDNA, with the most common insertion sequences promoting faster processing. The ribozymes also promote translation initiation of downstream open reading frames in vitro and in vivo. In some organisms HDV-like and hammerhead ribozymes appear to be dedicated to processing long and short interspersed elements, respectively. HDV-like ribozymes serve several distinct functions in non-LTR retrotransposition, including 5' processing, translation initiation, and potentially trans-templating.
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Affiliation(s)
- Dana J Ruminski
- Departments of Molecular Biology and Biochemistry, University of California, Irvine, California 92697
| | - Chiu-Ho T Webb
- Departments of Molecular Biology and Biochemistry, University of California, Irvine, California 92697
| | | | - Andrej Lupták
- Departments of Molecular Biology and Biochemistry, University of California, Irvine, California 92697; Department of Chemistry, University of California, Irvine, California 92697; Department of Pharmaceutical Sciences, University of California, Irvine, California 92697.
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24
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Abstract
HDV ribozymes catalyze their own scission from the transcript during rolling circle replication of the hepatitis delta virus. In vitro selection of self-cleaving ribozymes from a human genomic library revealed an HDV-like ribozyme in the second intron of the human CPEB3 gene and recent results suggest that this RNA affects episodic memory performance. Bioinformatic searches based on the secondary structure of the HDV/CPEB3 fold yielded numerous functional ribozymes in a wide variety of organisms. Genomic mapping of these RNAs suggested several biological roles, one of which is the 5' processing of non-LTR retrotransposons. The family of HDV-like ribozymes thus continues to grow in numbers and biological importance.
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Affiliation(s)
- Chiu-Ho T Webb
- Department of Molecular Biology, University of California, Irvine, CA, USA
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25
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Sendroiu IE, Gifford LK, Lupták A, Corn RM. Ultrasensitive DNA microarray biosensing via in situ RNA transcription-based amplification and nanoparticle-enhanced SPR imaging. J Am Chem Soc 2011; 133:4271-3. [PMID: 21391582 DOI: 10.1021/ja2005576] [Citation(s) in RCA: 72] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
DNA microarrays are invaluable tools for the detection and identification of nucleic acids in biosensing applications. The sensitivity and selectivity of multiplexed single-stranded DNA (ssDNA) surface bioaffinity sensing can be greatly enhanced when coupled to a surface enzymatic reaction. Herein we describe a novel method where the specific sequence-dependent adsorption of a target ssDNA template molecule onto an ssDNA-modified gold microarray is followed with the generation of multiple copies of ssRNA via in situ surface transcription by RNA polymerase. The RNA created on this "generator" element is then detected by specific adsorption onto a second adjacent "detector" element of ssDNA that is complementary to one end of the ssRNA transcript. SPR imaging is then used to detect the subsequent hybridization of cDNA-coated gold nanoparticles with the surface-bound RNA. This RNA transcription-based, dual element amplification method is used to detect ssDNA down to a concentration of 1 fM in a volume of 25 μL (25 zeptomoles).
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Affiliation(s)
- Iuliana E Sendroiu
- Department of Chemistry, University of California-Irvine, Irvine, California 92697, USA
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26
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Abstract
Deep sequencing of viral or bacterial nucleic acids monitors the presence and diversity of microbes in select populations and locations. Metagenomic study of mammalian viromes can help trace paths of viral transmissions within or between species. High throughput sequencing of patient and untreated sewage microbiomes showed many sequences with no similarity to genomic sequences of known function or origin. To estimate the distribution of functional RNAs in these microbiomes, we used the hammerhead ribozyme (HHR) motif to search for sequences capable of assuming its three-way junction fold. Although only two of the three possible natural HHR topologies had been known, our analysis revealed highly active ribozymes that terminated in any of the three stems. The most abundant of these are type II HHRs, one of which is the fastest natural cis-acting HHR yet discovered. Altogether, 13 ribozymes were confirmed in vitro, but only one showed sequence similarity to previously described HHRs. Sequences surrounding the ribozymes do not generally show similarity to known genes, except in one case, where a ribozyme is immediately preceded by a bacterial RadC gene. We demonstrate that a structure-based search for a known functional RNA is a powerful tool for analysis of metagenomic datasets, complementing sequence alignments.
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Affiliation(s)
| | - Eric Delwart
- the Blood Systems Research Institute and; Department of Laboratory Medicine, University of California, San Francisco, California 94118
| | - Andrej Lupták
- From the Departments of Pharmaceutical Sciences,; Chemistry, and; Molecular Biology and Biochemistry, University of California, Irvine, California 92697 and.
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27
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Gifford LK, Sendroiu IE, Corn RM, Lupták A. Attomole detection of mesophilic DNA polymerase products by nanoparticle-enhanced surface plasmon resonance imaging on glassified gold surfaces. J Am Chem Soc 2010; 132:9265-7. [PMID: 20565098 DOI: 10.1021/ja103043p] [Citation(s) in RCA: 64] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
DNA microarrays are invaluable tools for biosensing applications such as diagnostic detection of DNA and analysis of gene expression. Surface plasmon resonance imaging can detect unlabeled oligonucleotide targets adsorbed to the array elements. The variety of biosensing applications can be expanded by enzymatic manipulation of DNA microarray elements, and the sensitivity of detection can be enhanced with the use of oligonucleotide immobilized onto a gold nanoparticle surface. We describe a novel method that couples a template-directed polymerase extension of a surface array element with nanoparticle-enhanced detection of the reaction product. Using this technique, it is possible to see as little as 10-100 amol of polymerase product, representing as little as 0.25% of a monolayer. This sensitivity would allow for the detection of a specific DNA target that is present in low amounts in a sample and with partially unknown sequence. One application of this method would be to identify the presence of the aberrantly recombined DNA sequences, such as those found in the fragile sites of chromosomes.
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Affiliation(s)
- Lida K Gifford
- Department of Chemistry, University of California, Irvine, California 92697, USA
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28
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Riccitelli NJ, Lupták A. Computational discovery of folded RNA domains in genomes and in vitro selected libraries. Methods 2010; 52:133-40. [PMID: 20554049 DOI: 10.1016/j.ymeth.2010.06.005] [Citation(s) in RCA: 34] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2010] [Accepted: 06/03/2010] [Indexed: 10/19/2022] Open
Abstract
Structured functional RNAs are conserved on the level of secondary and tertiary structure, rather than at sequence level, and so traditional sequence-based searches often fail to identify them. Structure-based searches are increasingly used to discover known RNA motifs in sequence databases. We describe the application of the program RNABOB, which performs such searches by allowing the user to define a desired motif's sequence, paired and spacer elements and then scans a sequence file for regions capable of assuming the prescribed fold. Structure descriptors of stem-loops, internal loops, three-way junctions, kissing loops, and the hammerhead and hepatitis delta virus ribozymes are shown as examples of implementation of structure-based searches.
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29
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Webb CT, Riccitelli NJ, Ruminski DJ, Lupták A. Discovering HDV/CPEB3‐like Ribozymes. FASEB J 2010. [DOI: 10.1096/fasebj.24.1_supplement.882.7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Affiliation(s)
- Chiu‐Ho Tsai Webb
- Molecular Biology and BiochemistryUniversity of California, IrvineIrvineCA
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30
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Abstract
Hepatitis delta virus (HDV) and cytoplasmic polyadenylation element-binding protein 3 (CPEB3) ribozymes form a family of self-cleaving RNAs characterized by a conserved nested double-pseudoknot and minimal sequence conservation. Secondary structure-based searches were used to identify sequences capable of forming this fold, and their self-cleavage activity was confirmed in vitro. Active sequences were uncovered in several marine organisms, two nematodes, an arthropod, a bacterium, and an insect virus, often in multiple sequence families and copies. Sequence searches based on identified ribozymes showed that plants, fungi, and a unicellular eukaryote also harbor the ribozymes. In Anopheles gambiae, the ribozymes were found differentially expressed and self-cleaved at basic developmental stages. Our results indicate that HDV-like ribozymes are abundant in nature and suggest that self-cleaving RNAs may play a variety of biological roles.
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Affiliation(s)
- Chiu-Ho T Webb
- Department of Molecular Biology and Biochemistry, University of California, Irvine, CA 92697 USA
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31
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Abstract
Ribozymes are thought to have played a pivotal role in the early evolution of life, but relatively few have been identified in modern organisms. We performed an in vitro selection aimed at isolating self-cleaving RNAs from the human genome. The selection yielded several ribozymes, one of which is a conserved mammalian sequence that resides in an intron of the CPEB3 gene, which belongs to a family of genes regulating messenger RNA polyadenylation. The CPEB3 ribozyme is structurally and biochemically related to the human hepatitis delta virus (HDV) ribozymes. The occurrence of this ribozyme exclusively in mammals suggests that it may have evolved as recently as 200 million years ago. We postulate that HDV arose from the human transcriptome.
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Affiliation(s)
- Kourosh Salehi-Ashtiani
- Howard Hughes Medical Institute, Department of Molecular Biology, and Center for Computational and Integrative Biology (CCIB), 7215 Simches Research Center, Massachusetts General Hospital, 185 Cambridge Street, Boston, MA 02114, USA
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32
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Lupták A, Doudna JA. Distinct sites of phosphorothioate substitution interfere with folding and splicing of the Anabaena group I intron. Nucleic Acids Res 2004; 32:2272-80. [PMID: 15107495 PMCID: PMC407829 DOI: 10.1093/nar/gkh548] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Although the active site of group I introns is phylogenetically conserved, subclasses of introns have evolved different mechanisms of stabilizing the catalytic core. Large introns contain weakly conserved 'peripheral' domains that buttress the core through predicted interhelical contacts, while smaller introns use loop-helix interactions for stability. In all cases, specific and non-specific magnesium ion binding accompanies folding into the active structure. Whether similar RNA-RNA and RNA-magnesium ion contacts play related functional roles in different introns is not clear, particularly since it can be difficult to distinguish interactions directly involved in catalysis from those important for RNA folding. Using phosphorothioate interference with RNA activity and structure in the small (249 nt) group I intron from Anabaena, we used two independent assays to detect backbone phosphates important for catalysis and those involved in intron folding. Comparison of the interference sites identified in each assay shows that positions affecting catalysis cluster primarily in the conserved core of the intron, consistent with conservation of functionally important phosphates, many of which are magnesium ion binding sites, in diverse group I introns, including those from Azoarcus and Tetrahymena. However, unique sites of folding interference located outside the catalytic core imply that different group I introns, even within the same subclass, use distinct sets of tertiary interactions to stabilize the structure of the catalytic core.
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Affiliation(s)
- Andrej Lupták
- Department of Chemistry, Howard Hughes Medical Institute, Yale University, New Haven, CT 06520, USA
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33
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Lupták A, Ferré-D'Amaré AR, Zhou K, Zilm KW, Doudna JA. Direct pK(a) measurement of the active-site cytosine in a genomic hepatitis delta virus ribozyme. J Am Chem Soc 2001; 123:8447-52. [PMID: 11525650 DOI: 10.1021/ja016091x] [Citation(s) in RCA: 87] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Hepatitis delta virus ribozymes have been proposed to perform self-cleavage via a general acid/base mechanism involving an active-site cytosine, based on evidence from both a crystal structure of the cleavage product and kinetic measurements. To determine whether this cytosine (C75) in the genomic ribozyme has an altered pK(a) consistent with its role as a general acid or base, we used (13)C NMR to determine its microscopic pK(a) in the product form of the ribozyme. The measured pK(a) is moderately shifted from that of a free nucleoside or a base-paired cytosine and has the same divalent metal ion dependence as the apparent reaction pK(a)'s measured kinetically. However, under all conditions tested, the microscopic pK(a) is lower than the apparent reaction pK(a), supporting a model in which C75 is deprotonated in the product form of the ribozyme at physiological pH. While additional results suggest that the pK(a) is not shifted in the reactant state of the ribozyme, these data cannot rule out elevation of the C75 pK(a) in an intermediate state of the transesterification reaction.
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Affiliation(s)
- A Lupták
- Department of Chemistry, Howard Hughes Medical Institute, Yale University, New Haven, Connecticut 06520, USA
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