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Ozer I, Pitoc GA, Layzer JM, Moreno A, Olson LB, Layzer KD, Hucknall AM, Sullenger BA, Chilkoti A. PEG-Like Brush Polymer Conjugate of RNA Aptamer That Shows Reversible Anticoagulant Activity and Minimal Immune Response. ADVANCED MATERIALS (DEERFIELD BEACH, FLA.) 2022; 34:e2107852. [PMID: 34994037 DOI: 10.1002/adma.202107852] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/30/2021] [Revised: 12/28/2021] [Indexed: 06/14/2023]
Abstract
Ribonucleic acid (RNA) therapeutics are an emerging class of drugs. RNA aptamers are of significant therapeutic and clinical interest because their activity can be easily reversed in vivo-a useful feature that is difficult to achieve using other therapeutic modalities. Despite their therapeutic promise, RNA aptamers are limited by their poor blood circulation. The attachment of polyethylene glycol (PEG) to RNA aptamers addresses this limitation. However, an RNA aptamer-PEG conjugate that is a reversible anticoagulant fails in a clinical trial due to the reactivity of the conjugate with pre-existing PEG antibodies and has cast a pall over PEGylation of aptamers and other biologics, despite its long history of utility in drug delivery. Here, PEG antibody-reactivity of this RNA aptamer is eliminated by conjugating it to a next-generation PEG-like brush polymer-poly[(oligoethylene glycol) methyl ether methacrylate)] (POEGMA). The conjugate retained the drug's therapeutic action and the ability to be easily reversed. Importantly, this conjugate does not bind pre-existing PEG antibodies that are prevalent in humans and does not induce a humoral immune response against the polymer itself in mice. These findings suggest a path to rescuing the PEGylation of RNA therapeutics and vaccines from the deleterious side-effects of PEG.
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Affiliation(s)
- Imran Ozer
- Department of Biomedical Engineering, Duke University, Durham, NC, 27708, USA
| | - George A Pitoc
- Department of Surgery, Duke University Medical Center, Durham, NC, 27707, USA
| | - Juliana M Layzer
- Department of Surgery, Duke University Medical Center, Durham, NC, 27707, USA
- Duke Clinical and Translational Science Institute, Durham, NC, 27707, USA
| | - Angelo Moreno
- Department of Surgery, Duke University Medical Center, Durham, NC, 27707, USA
| | - Lyra B Olson
- Department of Surgery, Duke University Medical Center, Durham, NC, 27707, USA
| | - Kyle D Layzer
- Department of Surgery, Duke University Medical Center, Durham, NC, 27707, USA
| | - Angus M Hucknall
- Department of Biomedical Engineering, Duke University, Durham, NC, 27708, USA
| | - Bruce A Sullenger
- Department of Surgery, Duke University Medical Center, Durham, NC, 27707, USA
| | - Ashutosh Chilkoti
- Department of Biomedical Engineering, Duke University, Durham, NC, 27708, USA
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An T, Kim KS, Hahn SK, Lim G. Real-time, step-wise, electrical detection of protein molecules using dielectrophoretically aligned SWNT-film FET aptasensors. LAB ON A CHIP 2010; 10:2052-6. [PMID: 20617261 DOI: 10.1039/c005276k] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/23/2023]
Abstract
Aptamer functionalized addressable SWNT-film arrays between cantilever electrodes were successfully developed for biosensor applications. Dielectrophoretically aligned SWNT suspended films made possible highly specific and rapid detection of target proteins with a large binding surface area. Thrombin aptamer immobilized SWNT-film FET biosensor resulted in a real-time, label-free, and electrical detection of thrombin molecules down to a concentration of ca. 7 pM with a step-wise rapid response time of several seconds.
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Affiliation(s)
- Taechang An
- Department of Mechanical Engineering, Pohang University of Science and Technology (POSTECH), San 31, Hyoja-dong, Nam-gu, Pohang, Kyungbuk, 790-784, Korea
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Schudoma C, May P, Nikiforova V, Walther D. Sequence-structure relationships in RNA loops: establishing the basis for loop homology modeling. Nucleic Acids Res 2009; 38:970-80. [PMID: 19923230 PMCID: PMC2817452 DOI: 10.1093/nar/gkp1010] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
The specific function of RNA molecules frequently resides in their seemingly unstructured loop regions. We performed a systematic analysis of RNA loops extracted from experimentally determined three-dimensional structures of RNA molecules. A comprehensive loop-structure data set was created and organized into distinct clusters based on structural and sequence similarity. We detected clear evidence of the hallmark of homology present in the sequence-structure relationships in loops. Loops differing by <25% in sequence identity fold into very similar structures. Thus, our results support the application of homology modeling for RNA loop model building. We established a threshold that may guide the sequence divergence-based selection of template structures for RNA loop homology modeling. Of all possible sequences that are, under the assumption of isosteric relationships, theoretically compatible with actual sequences observed in RNA structures, only a small fraction is contained in the Rfam database of RNA sequences and classes implying that the actual RNA loop space may consist of a limited number of unique loop structures and conserved sequences. The loop-structure data sets are made available via an online database, RLooM. RLooM also offers functionalities for the modeling of RNA loop structures in support of RNA engineering and design efforts.
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Affiliation(s)
- Christian Schudoma
- Max Planck Institute of Molecular Plant Physiology, Am Mühlenberg 1, 14476 Potsdam-Golm, Germany.
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Flinders J, DeFina SC, Brackett DM, Baugh C, Wilson C, Dieckmann T. Recognition of Planar and Nonplanar Ligands in the Malachite Green-RNA Aptamer Complex. Chembiochem 2003; 5:62-72. [PMID: 14695514 DOI: 10.1002/cbic.200300701] [Citation(s) in RCA: 72] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Abstract
Ribonucleic acids are an attractive drug target owing to their central role in many pathological processes. Notwithstanding this potential, RNA has only rarely been successfully targeted with novel drugs. The difficulty of targeting RNA is at least in part due to the unusual mode of binding found in most small-molecule-RNA complexes: the ligand binding pocket of the RNA is largely unstructured in the absence of ligand and forms a defined structure only with the ligand acting as scaffold for folding. Moreover, electrostatic interactions between RNA and ligand can also induce significant changes in the ligand structure due to the polyanionic nature of the RNA. Aptamers are ideal model systems to study these kinds of interactions owing to their small size and the ease with which they can be evolved to recognize a large variety of different ligands. Here we present the solution structure of an RNA aptamer that binds triphenyl dyes in complex with malachite green and compare it with a previously determined crystal structure of a complex formed with tetramethylrosamine. The structures illustrate how the same RNA binding pocket can adapt to accommodate both planar and nonplanar ligands. Binding studies with single- and double-substitution mutant aptamers are used to correlate three-dimensional structure with complex stability. The two RNA-ligand complex structures allow a discussion of structural changes that have been observed in the ligand in the context of the overall complex structure. Base pairing and stacking interactions within the RNA fold the phosphate backbone into a structure that results in an asymmetric charge distribution within the binding pocket that forces the ligand to adapt through a redistribution of the positive partial charge.
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Affiliation(s)
- Jeremy Flinders
- Department of Chemistry, University of California, Davis, CA 95616, USA
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Johnson IM, Kumar SGB, Malathi R. RNA binding efficacy of theophylline, theobromine and caffeine. J Biomol Struct Dyn 2003; 20:687-92. [PMID: 12643771 DOI: 10.1080/07391102.2003.10506885] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
Abstract
The binding of naturally occurring methylxanthines such as theophylline, theobromine and caffeine to nucleic acids are reckoned to be pivotal as they are able to modulate the cellular activities. We explore the interaction of yeast RNA binding efficacy of the above xanthine derivatives by using UV absorption differential spectroscopy and Fourier Transform Infrared (FTIR) spectroscopy. Both the analyses show discrimination in their binding affinity to RNA. The differential UV-spectrum at P/D 3.3 reveals the greater RNA binding activity for theophylline (85 +/- 5%), whereas moderate and comparatively less binding activity for theobromine (45 +/- 5%) and caffeine (30 +/- 5%) and the binding activity was found to depend on concentration of the drugs. In FTIR analysis we observed changes in the amino group (NH) of RNA complexed by drugs, where the NH band is found to become very broad, indicating hydrogen bonding (H-bonding) with theophylline (3343.4 cm(-1)), theobromine (3379.8 cm(-1)) and caffeine (3343 cm(-1)) as compared to the free RNA (3341.6 cm(-1)). Furthermore in RNA-theophylline complex, it is observed that the carbonyl (C=O) vibration frequency (nu(C=O)) of both drug (nu(C=O)=1718, 1666 cm(-1)) as well as RNA (nu(C=O)=1699, 1658 cm(-1)) disappeared and a new vibration band appeared around 1703 cm(-1), indicating that the C=O and NH groups of drug and RNA are effectively involved in H-bonding. Whereas in RNA-theobromine and RNA-caffeine complexes, we found very little changes in C=O frequency and only broadening of the NH band of RNA due to complexation is observed in these groups. The changes in the vibrations of G-C/A-U bands and other bending frequencies are discussed. Thus the discrimination in the binding affinity of methylxanthines with RNA molecule shows that strong RNA binding drugs like theophylline can selectively be delivered to RNA targets of microbial pathogens having the mechanism of RNA catalysis.
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Affiliation(s)
- I Maria Johnson
- Department of Genetics, Dr. ALM Post Graduate Institute of Basic Medical Sciences, University of Madras, Taramani Campus, Taramani, Chennai 600 113, India
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Abstract
Nucleic acid receptors ('aptamers'), which recognize a large variety of organic molecules of low molecular weight, have been isolated from combinatorial nucleic acid libraries by in vitro selection methods. Structural studies of nucleic acid-small molecule complexes provide insight into both the principles of molecular recognition by this class of biopolymers and the architecture of tertiary motifs in nucleic acid folding. Aptamers that recognize small molecules are increasingly applied as tools in molecular biology, from the detection of oxidative damage in DNA to conditional gene expression and from their use as modules for the engineering of allosteric ribozymes to biosensors.
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Affiliation(s)
- M Famulok
- Institut für Biochemie der LMU München, Germany.
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McGregor A, Murray JB, Adams CJ, Stockley PG, Connolly BA. Secondary structure mapping of an RNA ligand that has high affinity for the MetJ repressor protein and interference modification analysis of the protein-RNA complex. J Biol Chem 1999; 274:2255-62. [PMID: 9890988 DOI: 10.1074/jbc.274.4.2255] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
The secondary structure of an RNA aptamer, which has a high affinity for the Escherichia coli MetJ repressor protein, has been mapped using ribonucleases and with diethyl pyrocarbonate. The RNA ligand is composed of a stem-loop with a highly structured internal loop. Interference modification showed that the bases within the internal loop, and those directly adjacent to it, are important in the binding of the RNA ligand to MetJ. Most of the terminal stem-loop could be removed with little effect on the binding. Ethylation interference suggests that none of the phosphate groups are absolutely essential for tight binding. The data suggest that the MetJ binding site on the aptamer is distinct from that of the natural DNA target, the 8-base pair Met box.
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Affiliation(s)
- A McGregor
- Department of Biochemistry and Genetics, The University of Newcastle, Newcastle upon Tyne, NE2 4HH, United Kingdom
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Abstract
In vitro selection of combinatorial nucleic acid libraries leads to specific target-binding molecules--RNA, single stranded DNA, modified RNA or modified DNA, commonly designated as aptamers--and to novel catalytic nucleic acids. The current state of aptamer and ribozyme technology is such that it establishes itself as a means of obtaining useful tools for molecular biology, diagnostics, molecular medicine and bio-organic chemistry.
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Affiliation(s)
- M Famulok
- Institut für Biochemie, LMU München, Germany.
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Convery MA, Rowsell S, Stonehouse NJ, Ellington AD, Hirao I, Murray JB, Peabody DS, Phillips SE, Stockley PG. Crystal structure of an RNA aptamer-protein complex at 2.8 A resolution. NATURE STRUCTURAL BIOLOGY 1998; 5:133-9. [PMID: 9461079 DOI: 10.1038/nsb0298-133] [Citation(s) in RCA: 107] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
The crystal structure, at 2.8 A resolution, of an RNA aptamer bound to bacteriophage MS2 coat protein has been determined. It provides an opportunity to compare the interactions of MS2 coat protein and wild type operator with those of an aptamer, whose secondary structure differs from the wild type RNA in having a three-base loop (compared to a tetraloop) and an additional base pair between this loop and the sequence-specific recognition element in the stem. The RNA binds in the same location on the coat protein as the wild type operator and maintains many of the same RNA-protein interactions. In order to achieve this, the RNA stem loop undergoes a concerted rearrangement of the 3' side while leaving the 5' side and the loop interactions largely unchanged, illustrating the ability of RNA to present similar molecular recognition surfaces from distinct primary and secondary structures.
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Affiliation(s)
- M A Convery
- School of Biochemistry and Molecular Biology, North of England Structural Biology Centre, University of Leeds, UK
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