1
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Troisi R, Balasco N, Autiero I, Vitagliano L, Sica F. Structural Insights into Protein-Aptamer Recognitions Emerged from Experimental and Computational Studies. Int J Mol Sci 2023; 24:16318. [PMID: 38003510 PMCID: PMC10671752 DOI: 10.3390/ijms242216318] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2023] [Revised: 11/10/2023] [Accepted: 11/12/2023] [Indexed: 11/26/2023] Open
Abstract
Aptamers are synthetic nucleic acids that are developed to target with high affinity and specificity chemical entities ranging from single ions to macromolecules and present a wide range of chemical and physical properties. Their ability to selectively bind proteins has made these compounds very attractive and versatile tools, in both basic and applied sciences, to such an extent that they are considered an appealing alternative to antibodies. Here, by exhaustively surveying the content of the Protein Data Bank (PDB), we review the structural aspects of the protein-aptamer recognition process. As a result of three decades of structural studies, we identified 144 PDB entries containing atomic-level information on protein-aptamer complexes. Interestingly, we found a remarkable increase in the number of determined structures in the last two years as a consequence of the effective application of the cryo-electron microscopy technique to these systems. In the present paper, particular attention is devoted to the articulated architectures that protein-aptamer complexes may exhibit. Moreover, the molecular mechanism of the binding process was analyzed by collecting all available information on the structural transitions that aptamers undergo, from their protein-unbound to the protein-bound state. The contribution of computational approaches in this area is also highlighted.
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Affiliation(s)
- Romualdo Troisi
- Department of Chemical Sciences, University of Naples Federico II, 80126 Naples, Italy;
- Institute of Biostructures and Bioimaging, CNR, 80131 Naples, Italy;
| | - Nicole Balasco
- Institute of Molecular Biology and Pathology, CNR c/o Department of Chemistry, University of Rome Sapienza, 00185 Rome, Italy;
| | - Ida Autiero
- Institute of Biostructures and Bioimaging, CNR, 80131 Naples, Italy;
| | - Luigi Vitagliano
- Institute of Biostructures and Bioimaging, CNR, 80131 Naples, Italy;
| | - Filomena Sica
- Department of Chemical Sciences, University of Naples Federico II, 80126 Naples, Italy;
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2
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Bepperling A, Richter G. Determination of mRNA copy number in degradable lipid nanoparticles via density contrast analytical ultracentrifugation. EUROPEAN BIOPHYSICS JOURNAL : EBJ 2023; 52:393-400. [PMID: 37289289 PMCID: PMC10248324 DOI: 10.1007/s00249-023-01663-y] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/21/2022] [Revised: 04/13/2023] [Accepted: 05/14/2023] [Indexed: 06/09/2023]
Abstract
Lipid nanoparticles as delivery system for mRNA have recently attracted attention to a broader audience as COVID-19 mRNA vaccines. Their low immunogenicity and capability to deliver a variety of nucleic acids renders them an interesting and complementary alternative to gene therapy vectors like AAVs. An important quality attribute of LNPs is the copy number of the encapsulated cargo molecule. This work describes how density and molecular weight distributions obtained by density contrast sedimentation velocity can be used to calculate the mRNA copy number of a degradable lipid nanoparticle formulation. The determined average copy number of 5 mRNA molecules per LNP is consistent with the previous studies using other biophysical techniques, such as single particle imaging microscopy and multi-laser cylindrical illumination confocal spectroscopy (CICS).
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Affiliation(s)
| | - Gesa Richter
- Novartis TRD, Keltenring 1+3, 82041, Oberhaching, Germany
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3
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Bohrmann L, Burghardt T, Rodríguez-Rodríguez C, Herth MM, Saatchi K, Häfeli UO. Quantitative Evaluation of a Multimodal Aptamer-Targeted Long-Circulating Polymer for Tumor Targeting. ACS OMEGA 2023; 8:11003-11020. [PMID: 37008162 PMCID: PMC10061651 DOI: 10.1021/acsomega.2c07762] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/05/2022] [Accepted: 02/23/2023] [Indexed: 06/19/2023]
Abstract
Aptamers are promising targeting agents for imaging and therapy of numerous diseases, including cancer. However, a significant shortcoming of aptamers is their poor stability and fast excretion, limiting their application in vivo. Common strategies to overcome these challenges is to chemically modify aptamers in order to increase their stability and/or to apply formulation technologies such as conjugating them to polymers or nanocarriers in order to increase their circulation half-life. This is expected to result in improved cellular uptake or retention to passively targeted nanomedicines. Herein, we report a modular conjugation strategy based on click chemistry between functionalized tetrazines and trans-cyclooctene (TCO), for the modification of high molecular weight hyperbranched polyglycerol (HPG) with sgc8 aptamer, fluorescent dyes, and 111In. Our data indicate strong affinity of sgc8 against a range of solid tumor-derived cell lines that have previously not been tested with this aptamer. Nevertheless, nonspecific uptake of scrambled ssDNA-functionalized HPG in cells highlights inherent challenges of aptamer-targeted probes that remain to be solved for clinical translation. We validate HPG-sgc8 as a nontoxic nanoprobe with high affinity against MDA-MB-468 breast and A431 lung cancer cells and show significantly increased plasma stability compared to free sgc8. In vivo quantitative SPECT/CT imaging indicates EPR-mediated tumor uptake of HPG-sgc8 and nontargeted or scrambled ssDNA-conjugated HPG but no statistically significant difference between these formulations in terms of total tumor uptake or retention. Our study emphasizes the need for stringent controls and quantification in the evaluation of aptamer-targeted probes. For this purpose, our versatile synthesis strategy provides a simple approach for the design and evaluation of long-circulating aptamer-conjugated nanoformulations.
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Affiliation(s)
- Lennart Bohrmann
- Faculty
of Pharmaceutical Sciences, University of
British Columbia, Vancouver, British Columbia V6T 1Z3, Canada
- Department
of Pharmacy, Faculty of Health and Medical Sciences, University of Copenhagen, Universitetsparken 2, 2100 Copenhagen, Denmark
| | - Tobias Burghardt
- Faculty
of Pharmaceutical Sciences, University of
British Columbia, Vancouver, British Columbia V6T 1Z3, Canada
| | | | - Matthias M. Herth
- Department
of Drug Design and Pharmacology, Faculty of Health and Medicinal Sciences, University of Copenhagen, Universitetsparken 2, 2100 Copenhagen, Denmark
- Department
of Clinical Physiology, Nuclear Medicine & PET, Rigshospitalet, Blegdamsvej
9, 2100 Copenhagen, Denmark
| | - Katayoun Saatchi
- Faculty
of Pharmaceutical Sciences, University of
British Columbia, Vancouver, British Columbia V6T 1Z3, Canada
| | - Urs O. Häfeli
- Faculty
of Pharmaceutical Sciences, University of
British Columbia, Vancouver, British Columbia V6T 1Z3, Canada
- Department
of Pharmacy, Faculty of Health and Medical Sciences, University of Copenhagen, Universitetsparken 2, 2100 Copenhagen, Denmark
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4
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Shraim AS, Abdel Majeed BA, Al-Binni M, Hunaiti A. Therapeutic Potential of Aptamer-Protein Interactions. ACS Pharmacol Transl Sci 2022; 5:1211-1227. [PMID: 36524009 PMCID: PMC9745894 DOI: 10.1021/acsptsci.2c00156] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2022] [Indexed: 11/06/2022]
Abstract
Aptamers are single-stranded oligonucleotides (RNA or DNA) with a typical length between 25 and 100 nucleotides which fold into three-dimensional structures capable of binding to target molecules. Specific aptamers can be isolated against a large variety of targets through efficient and relatively cheap methods, and they demonstrate target-binding affinities that sometimes surpass those of antibodies. Consequently, interest in aptamers has surged over the past three decades, and their application has shown promise in advancing knowledge in target analysis, designing therapeutic interventions, and bioengineering. With emphasis on their therapeutic applications, aptamers are emerging as a new innovative class of therapeutic agents with promising biochemical and biological properties. Aptamers have the potential of providing a feasible alternative to antibody- and small-molecule-based therapeutics given their binding specificity, stability, low toxicity, and apparent non-immunogenicity. This Review examines the general properties of aptamers and aptamer-protein interactions that help to understand their binding characteristics and make them important therapeutic candidates.
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Affiliation(s)
- Ala’a S. Shraim
- Department
of Medical Laboratory Sciences, Faculty of Allied Medical Sciences, Al-Ahliyya Amman University, 19328 Amman, Jordan
- Pharmacological
and Diagnostic Research Center (PDRC), Al-Ahliyya
Amman University, 19328 Amman, Jordan
| | - Bayan A. Abdel Majeed
- Department
of Medical Laboratory Sciences, Faculty of Allied Medical Sciences, Al-Ahliyya Amman University, 19328 Amman, Jordan
- Pharmacological
and Diagnostic Research Center (PDRC), Al-Ahliyya
Amman University, 19328 Amman, Jordan
| | - Maysaa’
Adnan Al-Binni
- Department
of Clinical Laboratory Sciences, School of Science, The University of Jordan, 11942 Amman, Jordan
| | - Abdelrahim Hunaiti
- Department
of Clinical Laboratory Sciences, School of Science, The University of Jordan, 11942 Amman, Jordan
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5
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Li T, Wang J, Zhu L, Li C, Chang Q, Xu W. Advanced screening and tailoring strategies of pesticide aptamer for constructing biosensor. Crit Rev Food Sci Nutr 2022; 63:10974-10994. [PMID: 35699641 DOI: 10.1080/10408398.2022.2086210] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Abstract
The rapid development of aptamers has helped address the challenges presented by the wide existed pesticides contaminations. Screening of aptamers with excellent performance is a prerequisite for successfully constructing biosensors, while further tailoring of aptamers with enhanced activity greatly improved the assay performance. Firstly, this paper reviewed the advanced screening strategies for pesticides aptamers, including immobilization screening that preserves the native structures of targets, non-immobilized screening based on nanomaterials, capillary electrophoresis-systematic evolution of ligands by exponential enrichment (CE-SELEX), virtual screening in silico, high-throughput selection, and rational secondary library generation methods, which contributed significantly to improve the success rate of screening, reduce the screening time, and ensure aptamer binding affinity. Secondly, the precise tailoring strategies for pesticides aptamers were modularly elaborated, containing deletion, splitting, elongation, and fusion, which provided various advantages like cost-efficiency, enhanced binding affinity, and new derived functional motifs. Thirdly, the developed aptamer-based biosensors (aptasensors) for pesticide detection were systematically reviewed according to the different signal output modes. Finally, the challenges and future perspectives of pesticide detection are discussed comprehensively.
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Affiliation(s)
- Tianshun Li
- Key Laboratory of Precision Nutrition and Food Quality, Department of Nutrition and Health, China Agricultural University,, Beijing, China
- College of Food Science and Nutritional Engineering, China Agricultural University, Beijing, China
| | - Jia Wang
- Key Laboratory of Precision Nutrition and Food Quality, Department of Nutrition and Health, China Agricultural University,, Beijing, China
| | - Longjiao Zhu
- Key Laboratory of Precision Nutrition and Food Quality, Department of Nutrition and Health, China Agricultural University,, Beijing, China
| | - Chenwei Li
- Key Laboratory of Precision Nutrition and Food Quality, Department of Nutrition and Health, China Agricultural University,, Beijing, China
- College of Food Science and Nutritional Engineering, China Agricultural University, Beijing, China
| | - Qiaoying Chang
- Key Laboratory of Precision Nutrition and Food Quality, Department of Nutrition and Health, China Agricultural University,, Beijing, China
| | - Wentao Xu
- Key Laboratory of Precision Nutrition and Food Quality, Department of Nutrition and Health, China Agricultural University,, Beijing, China
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6
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Miller AA, Rao AS, Nelakanti SR, Kujalowicz C, Shi T, Rodriguez T, Ellington AD, Stovall GM. Systematic Review of Aptamer Sequence Reporting in the Literature Reveals Widespread Unexplained Sequence Alterations. Anal Chem 2022; 94:7731-7737. [PMID: 35420426 PMCID: PMC9179646 DOI: 10.1021/acs.analchem.1c04407] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Aptamers have been the subject of more than 144 000 papers to date. However, there has been a growing concern that discrepancies in the reporting of aptamer research limit the reliability of these reagents for research and other applications. These observations noting inconsistencies in the use of our RNA antilysozyme aptamer served as an impetus for our systematic review of the reporting of aptamer sequences in the literature. Our detailed examination of the literature citing the RNA antilysozyme aptamer revealed that 93% of the 61 publications reviewed reported unexplained altered sequences with 96% of those using DNA variants. The 10 most cited aptamers were examined using a standardized methodology in order to categorize the extent to which the sequences themselves and altered sequences were adequately described in the literature. Our review of 780 aptamer publications spanned decades, multiple journals, and research groups and revealed that 41% of the papers reported unexplained sequence alterations or omitted sequences. We identified 10 common categories of sequence alterations including deletions, substitutions, and additions, among others. Overall, our findings can be used as a starting point for building better practices in author submissions and publication standards, elevating the rigor and reproducibility of aptamer research.
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Affiliation(s)
- Alexandra A Miller
- Texas Institute for Discovery Education in Science Freshman Research Initiative, The University of Texas at Austin, Austin, Texas 78712, United States
| | - Abhijit S Rao
- Texas Institute for Discovery Education in Science Freshman Research Initiative, The University of Texas at Austin, Austin, Texas 78712, United States
| | - Sujana R Nelakanti
- Texas Institute for Discovery Education in Science Freshman Research Initiative, The University of Texas at Austin, Austin, Texas 78712, United States
| | - Christopher Kujalowicz
- Texas Institute for Discovery Education in Science Freshman Research Initiative, The University of Texas at Austin, Austin, Texas 78712, United States
| | - Ted Shi
- Texas Institute for Discovery Education in Science Freshman Research Initiative, The University of Texas at Austin, Austin, Texas 78712, United States
| | - Ted Rodriguez
- Texas Institute for Discovery Education in Science Freshman Research Initiative, The University of Texas at Austin, Austin, Texas 78712, United States
| | - Andrew D Ellington
- Institute for Molecular Biosciences, The University of Texas at Austin, Austin, Texas 78712, United States.,Center for Systems and Synthetic Biology, The University of Texas at Austin, Austin, Texas 78712, United States
| | - Gwendolyn M Stovall
- Texas Institute for Discovery Education in Science Freshman Research Initiative, The University of Texas at Austin, Austin, Texas 78712, United States.,Texas Institute for Discovery Education in Science High School Research Initiative, The University of Texas at Austin, Austin, Texas 78712, United States
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7
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8
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Kelly L, Maier KE, Yan A, Levy M. A comparative analysis of cell surface targeting aptamers. Nat Commun 2021; 12:6275. [PMID: 34725326 PMCID: PMC8560833 DOI: 10.1038/s41467-021-26463-w] [Citation(s) in RCA: 51] [Impact Index Per Article: 12.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2020] [Accepted: 10/05/2021] [Indexed: 11/10/2022] Open
Abstract
Aptamers represent a potentially important class of ligands for the development of diagnostics and therapeutics. However, it is often difficult to compare the function and specificity of many of these molecules as assay formats and conditions vary greatly. Here, with an interest in developing aptamer targeted therapeutics that could effectively deliver cargoes to cells, we chemically synthesize 15 aptamers that have been reported to target cell surface receptors or cells. Using standardized assay conditions, we assess each aptamer’s binding properties on a panel of 11 different cancer cell lines, correlate aptamer binding to antibody controls and use siRNA transfection to validate each aptamer’s binding to reported target receptors. Using a subset of these molecules known to be expressed on prostate cancers, we use near-infrared in vivo imaging to assess the tumor localization following intravenous injection. Our data demonstrate some surprising differences in the reported specificity and function for many of these molecules and raise concerns regarding their cell targeting capabilities. They also identify an anti-human transferrin aptamer, Waz, as a robust candidate for targeting prostate cancers and for future development of aptamer-based therapeutics. Aptamers could potentially be widely used in therapy and diagnostics. Here the authors use standardised assay conditions to compare aptamer properties in tumour targeting.
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Affiliation(s)
- Linsley Kelly
- Department of Biochemistry, Albert Einstein College of Medicine, 1301 Morris Park Ave, Bronx, NY, 10461, USA.,Department of Surgery, Duke University School of Medicine, Durham, NC, 27710, USA
| | - Keith E Maier
- Department of Biochemistry, Albert Einstein College of Medicine, 1301 Morris Park Ave, Bronx, NY, 10461, USA.,EpiCypher Inc, Durham, NC, 27709, USA
| | - Amy Yan
- Department of Biochemistry, Albert Einstein College of Medicine, 1301 Morris Park Ave, Bronx, NY, 10461, USA.,Department of Surgery, Duke University School of Medicine, Durham, NC, 27710, USA
| | - Matthew Levy
- Department of Biochemistry, Albert Einstein College of Medicine, 1301 Morris Park Ave, Bronx, NY, 10461, USA. .,Creyon Bio, Inc., San Diego, CA, 92121, USA.
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9
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Structural Biology for the Molecular Insight between Aptamers and Target Proteins. Int J Mol Sci 2021; 22:ijms22084093. [PMID: 33920991 PMCID: PMC8071422 DOI: 10.3390/ijms22084093] [Citation(s) in RCA: 34] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2021] [Revised: 04/12/2021] [Accepted: 04/14/2021] [Indexed: 02/07/2023] Open
Abstract
Aptamers are promising therapeutic and diagnostic agents for various diseases due to their high affinity and specificity against target proteins. Structural determination in combination with multiple biochemical and biophysical methods could help to explore the interacting mechanism between aptamers and their targets. Regrettably, structural studies for aptamer–target interactions are still the bottleneck in this field, which are facing various difficulties. In this review, we first reviewed the methods for resolving structures of aptamer–protein complexes and for analyzing the interactions between aptamers and target proteins. We summarized the general features of the interacting nucleotides and residues involved in the interactions between aptamers and proteins. Challenges and perspectives in current methodologies were discussed. Approaches for determining the binding affinity between aptamers and target proteins as well as modification strategies for stabilizing the binding affinity of aptamers to target proteins were also reviewed. The review could help to understand how aptamers interact with their targets and how alterations such as chemical modifications in the structures affect the affinity and function of aptamers, which could facilitate the optimization and translation of aptamers-based theranostics.
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10
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Schmidt C, Perbandt M, Klussmann S, Betzel C. Molecular characterization of a ghrelin-l-aptamer complex. J Mol Struct 2020. [DOI: 10.1016/j.molstruc.2019.127510] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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11
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12
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Shraim AS, Hunaiti A, Awidi A, Alshaer W, Ababneh NA, Abu-Irmaileh B, Odeh F, Ismail S. Developing and Characterization of Chemically Modified RNA Aptamers for Targeting Wild Type and Mutated c-KIT Receptor Tyrosine Kinases. J Med Chem 2019; 63:2209-2228. [PMID: 31369705 DOI: 10.1021/acs.jmedchem.9b00868] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
The c-KIT receptor represents an attractive target for cancer therapy. Aptamers are emerging as a new promising class of nucleic acid therapeutics. In this study, a conventional SELEX approach was applied against the kinase domain of a group of c-KIT proteins (c-KITWT, c-KITD816V, and c-KITD816H) to select aptamers from a random RNA pool that can bind to the kinase domain of each target with high affinity and can selectively interfere with their kinase activities. Interestingly, our data indicated that one candidate aptamer, called V15, can specifically inhibit the in vitro kinase activity of mutant c-KITD816V with an IC50 value that is 9-fold more potent than the sunitinib drug tested under the same conditions. Another aptamer, named as H5/V36, showed the potential to distinguish between the c-KIT kinases by modulating the phosphorylation activity of each in a distinct mechanism of action and in a different potency.
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Affiliation(s)
- Ala'a S Shraim
- Department of Biological Sciences, School of Science, The University of Jordan, Amman JO 11942, Jordan.,Department of Medical Laboratory Sciences, Faculty of Allied Medical Sciences, Al-Ahliyya Amman University, Amman JO 19328, Jordan
| | - Abdelrahim Hunaiti
- Department of Clinical Laboratory Sciences, School of Science, The University of Jordan, Amman JO 11942, Jordan
| | - Abdalla Awidi
- Cell Therapy Center, The University of Jordan, Amman JO 11942, Jordan
| | - Walhan Alshaer
- Cell Therapy Center, The University of Jordan, Amman JO 11942, Jordan
| | - Nidaa A Ababneh
- Cell Therapy Center, The University of Jordan, Amman JO 11942, Jordan
| | - Bashaer Abu-Irmaileh
- Hamdi Mango Center for Scientific Research, The University of Jordan, Amman JO 11942, Jordan
| | - Fadwa Odeh
- Department of Chemistry, School of Science, The University of Jordan, Amman JO 11942, Jordan
| | - Said Ismail
- Department of Biochemistry and Physiology, School of Medicine, The University of Jordan, Amman JO 11942, Jordan.,Qatar Genome Project, Qatar Foundation, Doha, Qatar
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13
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Gülbakan B, Barylyuk K, Schneider P, Pillong M, Schneider G, Zenobi R. Native Electrospray Ionization Mass Spectrometry Reveals Multiple Facets of Aptamer–Ligand Interactions: From Mechanism to Binding Constants. J Am Chem Soc 2018; 140:7486-7497. [DOI: 10.1021/jacs.7b13044] [Citation(s) in RCA: 37] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Affiliation(s)
- Basri Gülbakan
- Department of Chemistry and Applied Bioscience, ETH Zürich, CH-8093 Zürich, Switzerland
- Hacettepe University Institute of Child Health, Ihsan Dogramaci Children’s Hospital, Sıhhiye Square, 06100 Ankara, Turkey
| | - Konstantin Barylyuk
- Department of Chemistry and Applied Bioscience, ETH Zürich, CH-8093 Zürich, Switzerland
| | - Petra Schneider
- Department of Chemistry and Applied Bioscience, ETH Zürich, CH-8093 Zürich, Switzerland
| | - Max Pillong
- Department of Chemistry and Applied Bioscience, ETH Zürich, CH-8093 Zürich, Switzerland
| | - Gisbert Schneider
- Department of Chemistry and Applied Bioscience, ETH Zürich, CH-8093 Zürich, Switzerland
| | - Renato Zenobi
- Department of Chemistry and Applied Bioscience, ETH Zürich, CH-8093 Zürich, Switzerland
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14
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The intrinsic flexibility of the aptamer targeting the ribosomal protein S8 is a key factor for the molecular recognition. Biochim Biophys Acta Gen Subj 2018; 1862:1006-1016. [PMID: 29413905 DOI: 10.1016/j.bbagen.2018.01.014] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2017] [Revised: 01/19/2018] [Accepted: 01/22/2018] [Indexed: 11/24/2022]
Abstract
BACKGROUND Aptamers are RNA/DNA biomolecules representing an emerging class of protein interactors and regulators. Despite the growing interest in these molecules, current understanding of chemical-physical basis of their target recognition is limited. Recently, the characterization of the aptamer targeting the protein-S8 has suggested that flexibility plays important functional roles. We investigated the structural versatility of the S8-aptamer by molecular dynamics simulations. METHODS Five different simulations have been conducted by varying starting structures and temperatures. RESULTS The simulation of S8-aptamer complex provides a dynamic view of the contacts occurring at the complex interface. The simulation of the aptamer in ligand-free state indicates that its central region is intrinsically endowed with a remarkable flexibility. Nevertheless, none of the trajectory structures adopts the structure observed in the S8-aptamer complex. The aptamer ligand-bound is very rigid in the simulation carried out at 300 K. A structural transition of this state, providing insights into the aptamer-protein recognition process, is observed in a simulation carried out at 400 K. These data indicate that a key event in the binding is linked to the widening of the central region of the aptamer. Particularly relevant is switch of the A26 base from its ligand-free state to a location that allows the G13-C28 base-pairing. CONCLUSIONS Intrinsic flexibility of the aptamer is essential for partner recognition. Present data indicate that S8 recognizes the aptamer through an induced-fit rather than a population-shift mechanism. GENERAL SIGNIFICANCE The present study provides deeper understanding of the structural basis of the structural versatility of aptamers.
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15
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Mallik PK, Shi H, Pande J. RNA aptamers targeted for human αA-crystallin do not bind αB-crystallin, and spare the α-crystallin domain. Biochem Biophys Res Commun 2017; 491:423-428. [PMID: 28720498 DOI: 10.1016/j.bbrc.2017.07.085] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2017] [Accepted: 07/14/2017] [Indexed: 11/27/2022]
Abstract
The molecular chaperones, α-crystallins, belong to the small heat shock protein (sHSP) family and prevent the aggregation and insolubilization of client proteins. Studies in vivo have shown that the chaperone activity of the α-crystallins is raised or lowered in various disease states. Therefore, the development of tools to control chaperone activity may provide avenues for therapeutic intervention, as well as enable a molecular understanding of chaperone function. The major human lens α-crystallins, αA- (HAA) and αB- (HAB), share 57% sequence identity and show similar activity towards some clients, but differing activities towards others. Notably, both crystallins contain the "α-crystallin domain" (ACD, the primary client binding site), like all other members of the sHSP family. Here we show that RNA aptamers selected for HAA, in vitro, exhibit specific affinity to HAA but do not bind HAB. Significantly, these aptamers also exclude the ACD. This study thus demonstrates that RNA aptamers against sHSPs can be designed that show high affinity and specificity - yet exclude the primary client binding region - thereby facilitating the development of RNA aptamer-based therapeutic intervention strategies.
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Affiliation(s)
- Prabhat K Mallik
- Department of Chemistry, University at Albany, State University of New York, 1400 Washington Avenue, Albany 12222, N.Y, United States
| | - Hua Shi
- Department of Biological Sciences, University at Albany, State University of New York, 1400 Washington Avenue, Albany 12222, N.Y, United States
| | - Jayanti Pande
- Department of Chemistry, University at Albany, State University of New York, 1400 Washington Avenue, Albany 12222, N.Y, United States.
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16
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Awino JK, Gudipati S, Hartmann AK, Santiana JJ, Cairns-Gibson DF, Gomez N, Rouge JL. Nucleic Acid Nanocapsules for Enzyme-Triggered Drug Release. J Am Chem Soc 2017; 139:6278-6281. [DOI: 10.1021/jacs.6b13087] [Citation(s) in RCA: 66] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Affiliation(s)
- Joseph K. Awino
- Department of Chemistry, University of Connecticut, Storrs, Connecticut 06269, United States
| | - Saketh Gudipati
- Department of Chemistry, University of Connecticut, Storrs, Connecticut 06269, United States
| | - Alyssa K. Hartmann
- Department of Chemistry, University of Connecticut, Storrs, Connecticut 06269, United States
| | - Joshua J. Santiana
- Department of Chemistry, University of Connecticut, Storrs, Connecticut 06269, United States
| | | | - Nicole Gomez
- Department of Chemistry, University of Connecticut, Storrs, Connecticut 06269, United States
| | - Jessica L. Rouge
- Department of Chemistry, University of Connecticut, Storrs, Connecticut 06269, United States
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17
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Pfeiffer F, Rosenthal M, Siegl J, Ewers J, Mayer G. Customised nucleic acid libraries for enhanced aptamer selection and performance. Curr Opin Biotechnol 2017; 48:111-118. [PMID: 28437710 DOI: 10.1016/j.copbio.2017.03.026] [Citation(s) in RCA: 40] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2017] [Revised: 03/28/2017] [Accepted: 03/30/2017] [Indexed: 12/24/2022]
Abstract
Aptamers are short single-stranded oligo(deoxy)nucleotides that are selected to bind to target molecules with high affinity and specificity. Because of their sophisticated characteristics and versatile applicability, aptamers are thought to become universal molecular probes in biotechnological and therapeutic applications. However, the variety of possible interactions with a putative target molecule is limited by the chemical repertoire of the natural nucleobases. Consequently, many desired targets are not addressable by aptamers. This obstacle is overcome by broadening the chemical diversity of aptamers, mainly achieved by nucleobase-modifications and the introduction of novel bases or base pairs. We discuss these achievements and the characteristics of the respective modified aptamers, reflected by SOMAmers (slow off-rate modified aptamers), clickmers, and aptamers bearing an expanded genetic alphabet.
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Affiliation(s)
- Franziska Pfeiffer
- Life and Medical Sciences Institute, University of Bonn, Gerhard-Domagk-Str. 1, 53121 Bonn, Germany
| | - Malte Rosenthal
- Life and Medical Sciences Institute, University of Bonn, Gerhard-Domagk-Str. 1, 53121 Bonn, Germany
| | - Julia Siegl
- Life and Medical Sciences Institute, University of Bonn, Gerhard-Domagk-Str. 1, 53121 Bonn, Germany
| | - Jörg Ewers
- Life and Medical Sciences Institute, University of Bonn, Gerhard-Domagk-Str. 1, 53121 Bonn, Germany
| | - Günter Mayer
- Life and Medical Sciences Institute, University of Bonn, Gerhard-Domagk-Str. 1, 53121 Bonn, Germany; Center of Aptamer Research and Development, University of Bonn, Gerhard-Domagk-Str. 1, 53121 Bonn, Germany.
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18
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Ostatná V, Kasalová-Vargová V, Kékedy-Nagy L, Černocká H, Ferapontova EE. Chronopotentiometric sensing of specific interactions between lysozyme and the DNA aptamer. Bioelectrochemistry 2016; 114:42-47. [PMID: 28063413 DOI: 10.1016/j.bioelechem.2016.12.003] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2016] [Revised: 12/15/2016] [Accepted: 12/15/2016] [Indexed: 01/08/2023]
Abstract
Specific DNA-protein interactions are vital for cellular life maintenance processes, such as transcriptional regulation, chromosome maintenance, replication and DNA repair, and their monitoring gives valuable information on molecular-level organization of those processes. Here, we propose a new method of label-free electrochemical sensing of sequence specific binding between the lysozyme protein and a single stranded DNA aptamer specific for lysozyme (DNAapta) that exploits the constant current chronopotentiometric stripping (CPS) analysis at modified mercury electrodes. Specific lysozyme-DNAapta binding was distinguished from nonspecific lysozyme-DNA interactions at thioglycolic acid-modified mercury electrodes, but not at the dithiothreitol-modified or bare mercury electrodes. Stability of the surface-attached lysozyme-DNAapta layer depended on the stripping current (Istr) intensity, suggesting that the integrity of the layer critically depends on the time of its exposure to negative potentials. Stabilities of different lysozyme-DNA complexes at the negatively polarized electrode surface were tested, and it was shown that structural transitions of the specific lysozyme-DNAapta complexes occur in the Istr ranges different from those observed for assemblies of lysozyme with DNA sequences capable of only nonspecific lysozyme-DNA interactions. Thus, the CPS allows distinct discrimination between specific and non-specific protein-DNA binding and provides valuable information on stability of the nucleic acid-protein interactions at the polarized interfaces.
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Affiliation(s)
- Veronika Ostatná
- Institute of Biophysics, The Czech Academy of Science, v.v.i., Královopolská 135, 61265 Brno, Czech Republic.
| | - Veronika Kasalová-Vargová
- Institute of Biophysics, The Czech Academy of Science, v.v.i., Královopolská 135, 61265 Brno, Czech Republic
| | - László Kékedy-Nagy
- Interdisciplinary Nanoscience Center (iNANO) and Center for DNA Nanotechnology (CDNA), Science and Technology, Aarhus University, Gustav Wieds Vej 14, DK 8000 Aarhus-C, Denmark
| | - Hana Černocká
- Institute of Biophysics, The Czech Academy of Science, v.v.i., Královopolská 135, 61265 Brno, Czech Republic
| | - Elena E Ferapontova
- Interdisciplinary Nanoscience Center (iNANO) and Center for DNA Nanotechnology (CDNA), Science and Technology, Aarhus University, Gustav Wieds Vej 14, DK 8000 Aarhus-C, Denmark
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19
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Bjerregaard N, Andreasen PA, Dupont DM. Expected and unexpected features of protein-binding RNA aptamers. WILEY INTERDISCIPLINARY REVIEWS-RNA 2016; 7:744-757. [PMID: 27173731 DOI: 10.1002/wrna.1360] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Subscribe] [Scholar Register] [Received: 11/05/2015] [Revised: 04/03/2016] [Accepted: 04/04/2016] [Indexed: 12/28/2022]
Abstract
RNA molecules with high affinity to specific proteins can be isolated from libraries of up to 1016 different RNA sequences by systematic evolution of ligands by exponential enrichment (SELEX). These so-called protein-binding RNA aptamers are often interesting, e.g., as modulators of protein function for therapeutic use, for probing the conformations of proteins, for studies of basic aspects of nucleic acid-protein interactions, etc. Studies on the interactions between RNA aptamers and proteins display a number of expected and unexpected features, including the chemical nature of the interacting RNA-protein surfaces, the conformation of protein-bound aptamer versus free aptamer, the conformation of aptamer-bound protein versus free protein, and the effects of aptamers on protein function. Here, we review current insights into the details of RNA aptamer-protein interactions. WIREs RNA 2016, 7:744-757. doi: 10.1002/wrna.1360 For further resources related to this article, please visit the WIREs website.
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Affiliation(s)
- Nils Bjerregaard
- Department of Molecular Biology and Genetics, Aarhus University, Aarhus, Denmark
| | - Peter A Andreasen
- Department of Molecular Biology and Genetics, Aarhus University, Aarhus, Denmark
| | - Daniel M Dupont
- Department of Molecular Biology and Genetics, Aarhus University, Aarhus, Denmark.
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20
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Gelinas AD, Davies DR, Janjic N. Embracing proteins: structural themes in aptamer-protein complexes. Curr Opin Struct Biol 2016; 36:122-32. [PMID: 26919170 DOI: 10.1016/j.sbi.2016.01.009] [Citation(s) in RCA: 128] [Impact Index Per Article: 14.2] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2015] [Revised: 01/13/2016] [Accepted: 01/15/2016] [Indexed: 01/17/2023]
Abstract
Understanding the structural rules that govern specific, high-affinity binding characteristic of aptamer-protein interactions is important in view of the increasing use of aptamers across many applications. From the modest number of 16 aptamer-protein structures currently available, trends are emerging. The flexible phosphodiester backbone allows folding into precise three-dimensional structures using known nucleic acid motifs as scaffolds that orient specific functional groups for target recognition. Still, completely novel motifs essential for structure and function are found in modified aptamers with diversity-enhancing side chains. Aptamers and antibodies, two classes of macromolecules used as affinity reagents with entirely different backbones and composition, recognize protein epitopes of similar size and with comparably high shape complementarity.
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Affiliation(s)
- Amy D Gelinas
- SomaLogic, Inc., 2945 Wilderness Place, Boulder, CO 80301, United States
| | - Douglas R Davies
- Beryllium, 7869 NE Day Road West, Bainbridge Island, WA 98110, United States
| | - Nebojsa Janjic
- SomaLogic, Inc., 2945 Wilderness Place, Boulder, CO 80301, United States.
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21
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Maier KE, Jangra RK, Shieh KR, Cureton DK, Xiao H, Snapp EL, Whelan SP, Chandran K, Levy M. A New Transferrin Receptor Aptamer Inhibits New World Hemorrhagic Fever Mammarenavirus Entry. MOLECULAR THERAPY. NUCLEIC ACIDS 2016; 5:e321. [DOI: 10.1038/mtna.2016.32] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/09/2016] [Accepted: 04/07/2016] [Indexed: 01/12/2023]
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22
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Abstract
Metal ions are essential cofactors for the structure and functions of nucleic acids. Yet, the early discovery in the 70s of the crucial role of Mg(2+) in stabilizing tRNA structures has occulted for a long time the importance of monovalent cations. Renewed interest in these ions was brought in the late 90s by the discovery of specific potassium metal ions in the core of a group I intron. Their importance in nucleic acid folding and catalytic activity is now well established. However, detection of K(+) and Na(+) ions is notoriously problematic and the question about their specificity is recurrent. Here we review the different methods that can be used to detect K(+) and Na(+) ions in nucleic acid structures such as X-ray crystallography, nuclear magnetic resonance or molecular dynamics simulations. We also discuss specific versus non-specific binding to different structures through various examples.
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Affiliation(s)
- Pascal Auffinger
- Architecture et Réactivité de l'ARN, Université de Strasbourg, IBMC, CNRS, 15 rue René Descartes, F-67084, Strasbourg, France.
| | - Luigi D'Ascenzo
- Architecture et Réactivité de l'ARN, Université de Strasbourg, IBMC, CNRS, 15 rue René Descartes, F-67084, Strasbourg, France.
| | - Eric Ennifar
- Architecture et Réactivité de l'ARN, Université de Strasbourg, IBMC, CNRS, 15 rue René Descartes, F-67084, Strasbourg, France.
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23
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In Silico Aptamer Docking Studies: From a Retrospective Validation to a Prospective Case Study'TIM3 Aptamers Binding. MOLECULAR THERAPY-NUCLEIC ACIDS 2016; 5:e376. [DOI: 10.1038/mtna.2016.84] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/08/2016] [Accepted: 08/22/2016] [Indexed: 12/25/2022]
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24
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Oberthür D, Achenbach J, Gabdulkhakov A, Buchner K, Maasch C, Falke S, Rehders D, Klussmann S, Betzel C. Crystal structure of a mirror-image L-RNA aptamer (Spiegelmer) in complex with the natural L-protein target CCL2. Nat Commun 2015; 6:6923. [PMID: 25901662 PMCID: PMC4423205 DOI: 10.1038/ncomms7923] [Citation(s) in RCA: 71] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2014] [Accepted: 03/16/2015] [Indexed: 02/07/2023] Open
Abstract
We report the crystal structure of a 40mer mirror-image RNA oligonucleotide completely built from nucleotides of the non-natural L-chirality in complex with the pro-inflammatory chemokine L-CLL2 (monocyte chemoattractant protein-1), a natural protein composed of regular L-amino acids. The L-oligonucleotide is an L-aptamer (a Spiegelmer) identified to bind L-CCL2 with high affinity, thereby neutralizing the chemokine's activity. CCL2 plays a key role in attracting and positioning monocytes; its overexpression in several inflammatory diseases makes CCL2 an interesting pharmacological target. The PEGylated form of the L-aptamer, NOX-E36 (emapticap pegol), already showed promising efficacy in clinical Phase II studies conducted in diabetic nephropathy patients. The structure of the L-oligonucleotide·L-protein complex was solved and refined to 2.05 Å. It unveils the L-aptamer's intramolecular contacts and permits a detailed analysis of its structure–function relationship. Furthermore, the analysis of the intermolecular drug–target interactions reveals insight into the selectivity of the L-aptamer for certain related chemokines. Spiegelmers are ‘mirror image' L-ribose oligonucleotides being developed as therapeutics. Here the authors present a crystal structure of the therapeutic L-aptamer NOX-E36 bound to the pro-inflammatory chemokine CLL2, providing insight into NOX-E36's selectivity and mode of action.
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Affiliation(s)
- Dominik Oberthür
- Laboratory for Structural Biology of Infection and Inflammation, University of Hamburg, c/o DESY Building 22a, Notkestrasse 85, 22607 Hamburg, Germany.,Center for Free-Electron Laser Science, Deutsches Elektronen Synchrotron-DESY, Notkestrasse 85, 22607 Hamburg, Germany
| | - John Achenbach
- NOXXON Pharma AG, Max-Dohrn-Strasse 8-10, 10589 Berlin, Germany
| | - Azat Gabdulkhakov
- Institute of Protein Research, RAS, Pushchino, Moscow Region 142290, Russian Federation
| | - Klaus Buchner
- NOXXON Pharma AG, Max-Dohrn-Strasse 8-10, 10589 Berlin, Germany
| | | | - Sven Falke
- Laboratory for Structural Biology of Infection and Inflammation, University of Hamburg, c/o DESY Building 22a, Notkestrasse 85, 22607 Hamburg, Germany
| | - Dirk Rehders
- Laboratory for Structural Biology of Infection and Inflammation, University of Hamburg, c/o DESY Building 22a, Notkestrasse 85, 22607 Hamburg, Germany
| | - Sven Klussmann
- NOXXON Pharma AG, Max-Dohrn-Strasse 8-10, 10589 Berlin, Germany
| | - Christian Betzel
- Laboratory for Structural Biology of Infection and Inflammation, University of Hamburg, c/o DESY Building 22a, Notkestrasse 85, 22607 Hamburg, Germany
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25
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Computational docking simulations of a DNA-aptamer for argininamide and related ligands. J Comput Aided Mol Des 2015; 29:643-54. [PMID: 25877490 DOI: 10.1007/s10822-015-9844-5] [Citation(s) in RCA: 32] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2015] [Accepted: 04/09/2015] [Indexed: 10/23/2022]
Abstract
The binding properties of sequence-specific nucleic acids (aptamers) to low-molecular-weight ligands, macromolecules and even cells attract substantial scientific interest. These ligand-DNA complexes found different applications for sensing, nanomedicine, and DNA nanotechnology. Structural information on the aptamer-ligand complexes is, however, scarce, even though it would open-up the possibilities to design novel features in the complexes. In the present study we apply molecular docking simulations to probe the features of an experimentally documented L-argininamide aptamer complex. The docking simulations were performed using AutoDock 4.0 and YASARA Structure software, a well-suited program for following intermolecular interactions and structures of biomolecules, including DNA. We explored the binding features of a DNA aptamer to L-argininamide and to a series of arginine derivatives or arginine-like ligands. We find that the best docking results are obtained after an energy-minimization of the parent ligand-aptamer complexes. The calculated binding energies of all mono-substituted guanidine-containing ligands show a good correlation with the experimentally determined binding constants. The results provide valuable guidelines for the application of docking simulations for the prediction of aptamer-ligand structures, and for the design of novel features of ligand-aptamer complexes.
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26
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Nucleic Acid Ligands With Protein-like Side Chains: Modified Aptamers and Their Use as Diagnostic and Therapeutic Agents. MOLECULAR THERAPY-NUCLEIC ACIDS 2014; 3:e201. [PMID: 25291143 PMCID: PMC4217074 DOI: 10.1038/mtna.2014.49] [Citation(s) in RCA: 379] [Impact Index Per Article: 34.5] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/02/2014] [Accepted: 08/12/2014] [Indexed: 12/30/2022]
Abstract
Limited chemical diversity of nucleic acid libraries has long been suspected to be a major constraining factor in the overall success of SELEX (Systematic Evolution of Ligands by EXponential enrichment). Despite this constraint, SELEX has enjoyed considerable success over the past quarter of a century as a result of the enormous size of starting libraries and conformational richness of nucleic acids. With judicious introduction of functional groups absent in natural nucleic acids, the “diversity gap” between nucleic acid–based ligands and protein-based ligands can be substantially bridged, to generate a new class of ligands that represent the best of both worlds. We have explored the effect of various functional groups at the 5-position of uracil and found that hydrophobic aromatic side chains have the most profound influence on the success rate of SELEX and allow the identification of ligands with very low dissociation rate constants (named Slow Off-rate Modified Aptamers or SOMAmers). Such modified nucleotides create unique intramolecular motifs and make direct contacts with proteins. Importantly, SOMAmers engage their protein targets with surfaces that have significantly more hydrophobic character compared with conventional aptamers, thereby increasing the range of epitopes that are available for binding. These improvements have enabled us to build a collection of SOMAmers to over 3,000 human proteins encompassing major families such as growth factors, cytokines, enzymes, hormones, and receptors, with additional SOMAmers aimed at pathogen and rodent proteins. Such a large and growing collection of exquisite affinity reagents expands the scope of possible applications in diagnostics and therapeutics.
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27
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Davlieva M, Donarski J, Wang J, Shamoo Y, Nikonowicz EP. Structure analysis of free and bound states of an RNA aptamer against ribosomal protein S8 from Bacillus anthracis. Nucleic Acids Res 2014; 42:10795-808. [PMID: 25140011 PMCID: PMC4176348 DOI: 10.1093/nar/gku743] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
Several protein-targeted RNA aptamers have been identified for a variety of applications and although the affinities of numerous protein-aptamer complexes have been determined, the structural details of these complexes have not been widely explored. We examined the structural accommodation of an RNA aptamer that binds bacterial r-protein S8. The core of the primary binding site for S8 on helix 21 of 16S rRNA contains a pair of conserved base triples that mold the sugar-phosphate backbone to S8. The aptamer, which does not contain the conserved sequence motif, is specific for the rRNA binding site of S8. The protein-free RNA aptamer adopts a helical structure with multiple non-canonical base pairs. Surprisingly, binding of S8 leads to a dramatic change in the RNA conformation that restores the signature S8 recognition fold through a novel combination of nucleobase interactions. Nucleotides within the non-canonical core rearrange to create a G-(G-C) triple and a U-(A-U)-U quartet. Although native-like S8-RNA interactions are present in the aptamer-S8 complex, the topology of the aptamer RNA differs from that of the helix 21-S8 complex. This is the first example of an RNA aptamer that adopts substantially different secondary structures in the free and protein-bound states and highlights the remarkable plasticity of RNA secondary structure.
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Affiliation(s)
- Milya Davlieva
- Department of Biochemistry and Cell Biology, Rice University, Houston, TX 77251-1892, USA
| | - James Donarski
- Food and Environment Research Agency, Sand Hutton, York, YO41 1LZ, United Kingdom
| | - Jiachen Wang
- Department of Physics, East China Normal University, 200062 Shanghai, P. R. China
| | - Yousif Shamoo
- Department of Biochemistry and Cell Biology, Rice University, Houston, TX 77251-1892, USA
| | - Edward P Nikonowicz
- Department of Biochemistry and Cell Biology, Rice University, Houston, TX 77251-1892, USA
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