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Murray M, Wetmore S. Unlocking precision in aptamer engineering: a case study of the thrombin binding aptamer illustrates why modification size, quantity, and position matter. Nucleic Acids Res 2024; 52:10823-10835. [PMID: 39217472 PMCID: PMC11472061 DOI: 10.1093/nar/gkae729] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2024] [Revised: 08/02/2024] [Accepted: 08/23/2024] [Indexed: 09/04/2024] Open
Abstract
The thrombin binding aptamer (TBA) is a prototypical platform used to understand the impact of chemically-modified nucleotides on aptamer stability and target affinity. To provide structural insight into the experimentally-observed effects of modification size, location, and number on aptamer performance, long time-scale molecular dynamics (MD) simulations were performed on multiple binding orientations of TBA-thrombin complexes that contain a large, flexible tryptophan thymine derivative (T-W) or a truncated analogue (T-K). Depending on modification position, T-W alters aptamer-target binding orientations, fine-tunes aptamer-target interactions, strengthens networks of nucleic acid-protein contacts, and/or induces target conformational changes to enhance binding. The proximity and 5'-to-3' directionality of nucleic acid structural motifs also play integral roles in the behavior of the modifications. Modification size can differentially influence target binding by promoting more than one aptamer-target binding pose. Multiple modifications can synergistically strengthen aptamer-target binding by generating novel nucleic acid-protein structural motifs that are unobtainable for single modifications. By studying a diverse set of modified aptamers, our work uncovers design principles that must be considered in the future development of aptamers containing chemically-modified nucleotides for applications in medicine and biotechnology, highlighting the value of computational studies in nucleic acids research.
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Affiliation(s)
- Makay T Murray
- Department of Chemistry and Biochemistry, University of Lethbridge, 4401 University Drive West, Lethbridge, Alberta T1K 3M4, Canada
| | - Stacey D Wetmore
- Department of Chemistry and Biochemistry, University of Lethbridge, 4401 University Drive West, Lethbridge, Alberta T1K 3M4, Canada
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2
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Riccardi C, Pérez de Carvasal K, Platella C, Meyer A, Smietana M, Morvan F, Montesarchio D. Probing naphthalene diimide and 3-hydroxypropylphosphate as end-conjugating moieties for improved thrombin binding aptamers: Structural and biological effects. Bioorg Chem 2023; 141:106917. [PMID: 37865055 DOI: 10.1016/j.bioorg.2023.106917] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2023] [Revised: 09/27/2023] [Accepted: 10/09/2023] [Indexed: 10/23/2023]
Abstract
The limitations associated with the in vivo use of the thrombin binding aptamer (TBA or TBA15) have dramatically stimulated the search of suitable chemically modified analogues in order to discover effective and reversible inhibitors of thrombin activity. In this context, we previously proposed cyclic and pseudo-cyclic TBA analogues with improved stability that proved to be more active than the parent aptamer. Herein, we have investigated a novel library of TBA derivatives carrying naphthalene diimide (NDI) moieties at the 3'- or 5'-end. In a subset of the investigated oligonucleotides, additional 3-hydroxypropylphosphate (HPP) groups were introduced at one or both ends of the TBA sequence. Evaluation of the G-quadruplex thermal stability, serum nuclease resistance and in vitro anticoagulant activity of the new TBA analogues allowed rationalizing the effect of these appendages on the activity of the aptamer on the basis of their relative position. Notably, most of the different TBA analogues tested were more potent thrombin inhibitors than unmodified TBA. Particularly, the analogue carrying an NDI group at the 5'-end and an HPP group at the 3'-end, named N-TBA-p, exhibited enhanced G-quadruplex thermal stability (ΔTm + 14° C) and ca. 10-fold improved nuclease resistance in serum compared to the native aptamer. N-TBA-p also induced prolonged and dose-dependent clotting times, showing a ca. 11-fold higher anticoagulant activity compared to unmodified TBA, as determined by spectroscopic methods. Overall, N-TBA-p proved to be in vitro a more efficient thrombin inhibitor than all the best ones previously investigated in our group. Its interesting features, associated with its easy preparation, make it a very promising candidate for future in vivo studies.
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Affiliation(s)
- Claudia Riccardi
- Department of Chemical Sciences, University of Naples Federico II, 80126 Naples, Italy
| | - Kévan Pérez de Carvasal
- Institut des Biomolécules Max Mousseron, Université de Montpellier, CNRS, ENSCM, 34095 Montpellier, France
| | - Chiara Platella
- Department of Chemical Sciences, University of Naples Federico II, 80126 Naples, Italy
| | - Albert Meyer
- Institut des Biomolécules Max Mousseron, Université de Montpellier, CNRS, ENSCM, 34095 Montpellier, France
| | - Michael Smietana
- Institut des Biomolécules Max Mousseron, Université de Montpellier, CNRS, ENSCM, 34095 Montpellier, France
| | - François Morvan
- Institut des Biomolécules Max Mousseron, Université de Montpellier, CNRS, ENSCM, 34095 Montpellier, France.
| | - Daniela Montesarchio
- Department of Chemical Sciences, University of Naples Federico II, 80126 Naples, Italy.
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Kohn EM, Konovalov K, Gomez CA, Hoover GN, Yik AKH, Huang X, Martell JD. Terminal Alkyne-Modified DNA Aptamers with Enhanced Protein Binding Affinities. ACS Chem Biol 2023; 18:1976-1984. [PMID: 37531184 DOI: 10.1021/acschembio.3c00183] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/03/2023]
Abstract
Nucleic acid-based receptors, known as aptamers, are relatively fast to discover and manufacture but lack the diverse functional groups of protein receptors (e.g., antibodies). The binding properties of DNA aptamers can be enhanced by attaching abiotic functional groups; for example, aromatic groups such as naphthalene slow dissociation from proteins. Although the terminal alkyne is a π-electron-rich functional group that has been used in small molecule drugs to enhance binding to proteins through noncovalent interactions, it remains unexplored for enhancing DNA aptamer binding affinity. Here, we demonstrate the utility of the terminal alkyne for improving the binding of DNA to proteins. We prepared a library of 256 terminal-alkyne-bearing variants of HD22, a DNA aptamer that binds the protein thrombin with nanomolar affinity. After a one-step thrombin-binding selection, a high-affinity aptamer containing two alkynes was discovered, exhibiting 3.2-fold tighter thrombin binding than the corresponding unmodified sequence. The tighter binding was attributable to a slower rate of dissociation from thrombin (5.2-fold slower than HD22). Molecular dynamics simulations with enhanced sampling by Replica Exchange with Solute Tempering (REST2) suggest that the π-electron-rich alkyne interacts with an asparagine side chain N-H group on thrombin, forming a noncovalent interaction that stabilizes the aptamer-protein interface. Overall, this work represents the first case of terminal alkynes enhancing the binding properties of an aptamer and underscores the utility of the terminal alkyne as an atom economical π-electron-rich functional group to enhance binding affinity with minimal steric perturbation.
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Affiliation(s)
- Eric M Kohn
- Department of Chemistry, University of Wisconsin-Madison, Madison, Wisconsin 53706, United States
| | - Kirill Konovalov
- Department of Chemistry, University of Wisconsin-Madison, Madison, Wisconsin 53706, United States
- Theoretical Chemistry Institute, Department of Chemistry, University of Wisconsin-Madison, Madison, Wisconsin 53706, United States
| | - Christian A Gomez
- Department of Chemistry, University of Wisconsin-Madison, Madison, Wisconsin 53706, United States
| | - Gillian N Hoover
- Department of Chemistry, University of Wisconsin-Madison, Madison, Wisconsin 53706, United States
| | - Andrew Kai-Hei Yik
- Department of Chemistry, University of Wisconsin-Madison, Madison, Wisconsin 53706, United States
- Theoretical Chemistry Institute, Department of Chemistry, University of Wisconsin-Madison, Madison, Wisconsin 53706, United States
| | - Xuhui Huang
- Department of Chemistry, University of Wisconsin-Madison, Madison, Wisconsin 53706, United States
- Theoretical Chemistry Institute, Department of Chemistry, University of Wisconsin-Madison, Madison, Wisconsin 53706, United States
| | - Jeffrey D Martell
- Department of Chemistry, University of Wisconsin-Madison, Madison, Wisconsin 53706, United States
- Carbone Cancer Center, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin 53705, United States
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4
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Lee SJ, Cho J, Lee BH, Hwang D, Park JW. Design and Prediction of Aptamers Assisted by In Silico Methods. Biomedicines 2023; 11:356. [PMID: 36830893 PMCID: PMC9953197 DOI: 10.3390/biomedicines11020356] [Citation(s) in RCA: 20] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2022] [Revised: 01/21/2023] [Accepted: 01/23/2023] [Indexed: 01/28/2023] Open
Abstract
An aptamer is a single-stranded DNA or RNA that binds to a specific target with high binding affinity. Aptamers are developed through the process of systematic evolution of ligands by exponential enrichment (SELEX), which is repeated to increase the binding power and specificity. However, the SELEX process is time-consuming, and the characterization of aptamer candidates selected through it requires additional effort. Here, we describe in silico methods in order to suggest the most efficient way to develop aptamers and minimize the laborious effort required to screen and optimise aptamers. We investigated several methods for the estimation of aptamer-target molecule binding through conformational structure prediction, molecular docking, and molecular dynamic simulation. In addition, examples of machine learning and deep learning technologies used to predict the binding of targets and ligands in the development of new drugs are introduced. This review will be helpful in the development and application of in silico aptamer screening and characterization.
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Affiliation(s)
- Su Jin Lee
- Drug Manufacturing Center, Daegu-Gyeongbuk Medical Innovation Foundation (K-MEDI Hub), Daegu 41061, Republic of Korea
| | - Junmin Cho
- Medical Device Development Center, Daegu-Gyeongbuk Medical Innovation Foundation (K-MEDI Hub), Daegu 41061, Republic of Korea
| | - Byung-Hoon Lee
- Medical Device Development Center, Daegu-Gyeongbuk Medical Innovation Foundation (K-MEDI Hub), Daegu 41061, Republic of Korea
| | - Donghwan Hwang
- Medical Device Development Center, Daegu-Gyeongbuk Medical Innovation Foundation (K-MEDI Hub), Daegu 41061, Republic of Korea
| | - Jee-Woong Park
- Medical Device Development Center, Daegu-Gyeongbuk Medical Innovation Foundation (K-MEDI Hub), Daegu 41061, Republic of Korea
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Busschaert N, Maity D, Samanta PK, English NJ, Hamilton AD. Improving structural stability and anticoagulant activity of a thrombin binding aptamer by aromatic modifications. Chembiochem 2022; 23:e202100670. [PMID: 34985829 DOI: 10.1002/cbic.202100670] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2021] [Revised: 01/04/2022] [Indexed: 11/07/2022]
Abstract
The thrombin binding aptamer (TBA) is a 15-mer DNA oligonucleotide (5'-GGTTGGTGTGGTTGG-3'), that can form a stable intramolecular antiparallel chair-like G-quadruplex structure. This aptamer shows anticoagulant properties by interacting with one of the two anion binding sites of thrombin, namely the fibrinogen-recognition exosite. Here, we demonstrate that terminal modification of TBA with aromatic fragments such as coumarin, pyrene and perylene diimide (PDI), improves the G-quadruplex stability. The large aromatic surface of these dyes can π-π stack to the G-quadruplex or to each other, thereby stabilizing the aptamer. With respect to the original TBA, monoPDI-functionalized TBA exhibited the most remarkable improvement in melting temperature (ΔT m ≈ +18 °C) and displayed enhanced anticoagulant activity.
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Affiliation(s)
- Nathalie Busschaert
- Tulane University, Department of Chemistry, 6400 Freret St, 70118, New Orleans, UNITED STATES
| | | | - Pralok K Samanta
- University College Dublin, School of Chemical and Bioprocess engineering, IRELAND
| | - Niall J English
- University College Dublin, School of chemical and Bioprocess engineering, IRELAND
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A Comprehensive Analysis of the Thrombin Binding Aptamer Containing Functionalized Pyrrolo-2'-deoxycytidines. Pharmaceuticals (Basel) 2021; 14:ph14121326. [PMID: 34959726 PMCID: PMC8709445 DOI: 10.3390/ph14121326] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2021] [Revised: 12/15/2021] [Accepted: 12/16/2021] [Indexed: 01/07/2023] Open
Abstract
Aptamers constitute an answer for the growing need for targeted therapy development. One of the most well-known representatives of this group of compounds is thrombin binding aptamers (TBA) targeted towards thrombin. The TBA inhibitory activity is determined by its spatial arrangement, which consists of two G-tetrads linked by two shorter TT loops and one longer TGT loop and folds into a unimolecular, antiparallel G-quadruplex structure. Interesting properties of the aptamer can be further improved via the introduction of a number of chemical modifications. Herein, a comprehensive analysis of the influence of pyrrolo-2’-deoxycytidine (Py-dC) and its derivatives on TBA physicochemical and biological properties has been presented. The studies have shown that the presence of modified residues at the T7 position of the TGT loop has only minor effects on TBA thermodynamic stability without affecting its folding topology. All analyzed oligomers exhibit anticoagulant properties, but only aptamer modified with a decyl derivative of Py-dC was able to inhibit thrombin activity more efficiently than unmodified, parental compounds. Importantly, the same compound also possessed the potential to effectively restrain HeLa cell line growth.
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Structural and Binding Effects of Chemical Modifications on Thrombin Binding Aptamer (TBA). Molecules 2021; 26:molecules26154620. [PMID: 34361773 PMCID: PMC8348300 DOI: 10.3390/molecules26154620] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2021] [Revised: 07/23/2021] [Accepted: 07/24/2021] [Indexed: 11/16/2022] Open
Abstract
The thrombin binding aptamer (TBA) is a promising nucleic acid-based anticoagulant. We studied the effects of chemical modifications, such as dendrimer Trebler and NHS carboxy group, on TBA with respect to its structures and thrombin binding affinity. The two dendrimer modifications were incorporated into the TBA at the 5' end and the NHS carboxy group was added into the thymine residues in the thrombin binding site of the TBA G-quadruplex (at T4, T13 and both T4/T13) using solid phase oligonucleotide synthesis. Circular dichroism (CD) spectroscopy confirmed that all of these modified TBA variants fold into a stable G-quadruplex. The binding affinity of TBA variants with thrombin was measured by surface plasmon resonance (SPR). The binding patterns and equilibrium dissociation constants (KD) of the modified TBAs are very similar to that of the native TBA. Molecular dynamics simulations studies indicate that the additional interactions or stability enhancement introduced by the modifications are minimized either by the disruption of TBA-thrombin interactions or destabilization elsewhere in the aptamer, providing a rational explanation for our experimental data. Overall, this study identifies potential positions on the TBA that can be modified without adversely affecting its structure and thrombin binding preference, which could be useful in the design and development of more functional TBA analogues.
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Smirnov I, Kolganova N, Troisi R, Sica F, Timofeev E. Expanding the recognition interface of the thrombin-binding aptamer HD1 through modification of residues T3 and T12. MOLECULAR THERAPY. NUCLEIC ACIDS 2021; 23:863-871. [PMID: 33614235 PMCID: PMC7868722 DOI: 10.1016/j.omtn.2021.01.004] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/10/2020] [Accepted: 01/08/2021] [Indexed: 01/11/2023]
Abstract
Post-SELEX modification of DNA aptamers is an established strategy to improve their affinity or inhibitory characteristics. In this study, we examined the possibility of increasing the recognition interface between the thrombin-binding aptamer HD1 (TBA) and thrombin by adding a chemically modified side chain to selected nucleotide residues. A panel of 22 TBA variants with N3-modified residues T3 and T12 was prepared by a two-step modification procedure. Aptamers were characterized by a combination of biophysical and biochemical methods. We identified mutants with enhanced affinity and improved anticoagulant activity. The crystal structures of thrombin complexes with three selected modified variants revealed that the modified pyrimidine base invariably allocates in proximity to thrombin residues Tyr76 and Ile82 due to the directing role of the unmodified TT loop. The modifications induced an increase in the contact areas between thrombin and the modified TBAs. Comparative analysis of the structural, biochemical, and biophysical data suggests that the non-equivalent binding modes of the mutants with thrombin in the T3- and T12-modified series account for the observed systematic differences in their affinity characteristics. In this study, we show that extending the recognition surface between the protein and modified aptamers is a promising approach that may improve characteristics of aptamer ligands.
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Affiliation(s)
- Igor Smirnov
- Federal Research and Clinical Center of Physical-Chemical Medicine, 119435 Moscow, Russia
| | - Natalia Kolganova
- Engelhardt Institute of Molecular Biology, Russian Academy of Sciences, 119991 Moscow, Russia
| | - Romualdo Troisi
- Department of Chemical Sciences, University of Naples Federico II, 80126 Naples, Italy
| | - Filomena Sica
- Department of Chemical Sciences, University of Naples Federico II, 80126 Naples, Italy
| | - Edward Timofeev
- Engelhardt Institute of Molecular Biology, Russian Academy of Sciences, 119991 Moscow, Russia
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Buglak AA, Samokhvalov AV, Zherdev AV, Dzantiev BB. Methods and Applications of In Silico Aptamer Design and Modeling. Int J Mol Sci 2020; 21:E8420. [PMID: 33182550 PMCID: PMC7698023 DOI: 10.3390/ijms21228420] [Citation(s) in RCA: 77] [Impact Index Per Article: 15.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2020] [Revised: 11/04/2020] [Accepted: 11/08/2020] [Indexed: 02/07/2023] Open
Abstract
Aptamers are nucleic acid analogues of antibodies with high affinity to different targets, such as cells, viruses, proteins, inorganic materials, and coenzymes. Empirical approaches allow the design of in vitro aptamers that bind particularly to a target molecule with high affinity and selectivity. Theoretical methods allow significant expansion of the possibilities of aptamer design. In this study, we review theoretical and joint theoretical-experimental studies dedicated to aptamer design and modeling. We consider aptamers with different targets, such as proteins, antibiotics, organophosphates, nucleobases, amino acids, and drugs. During nucleic acid modeling and in silico design, a full set of in silico methods can be applied, such as docking, molecular dynamics (MD), and statistical analysis. The typical modeling workflow starts with structure prediction. Then, docking of target and aptamer is performed. Next, MD simulations are performed, which allows for an evaluation of the stability of aptamer/ligand complexes and determination of the binding energies with higher accuracy. Then, aptamer/ligand interactions are analyzed, and mutations of studied aptamers made. Subsequently, the whole procedure of molecular modeling can be reiterated. Thus, the interactions between aptamers and their ligands are complex and difficult to understand using only experimental approaches. Docking and MD are irreplaceable when aptamers are studied in silico.
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Affiliation(s)
- Andrey A. Buglak
- A. N. Bach Institute of Biochemistry, Research Center of Biotechnology, Russian Academy of Sciences, Leninsky prospect 33, 119071 Moscow, Russia; (A.V.S.); (A.V.Z.); (B.B.D.)
- Physical Faculty, St. Petersburg State University, 7/9 Universitetskaya naberezhnaya, 199034 St. Petersburg, Russia
| | - Alexey V. Samokhvalov
- A. N. Bach Institute of Biochemistry, Research Center of Biotechnology, Russian Academy of Sciences, Leninsky prospect 33, 119071 Moscow, Russia; (A.V.S.); (A.V.Z.); (B.B.D.)
| | - Anatoly V. Zherdev
- A. N. Bach Institute of Biochemistry, Research Center of Biotechnology, Russian Academy of Sciences, Leninsky prospect 33, 119071 Moscow, Russia; (A.V.S.); (A.V.Z.); (B.B.D.)
| | - Boris B. Dzantiev
- A. N. Bach Institute of Biochemistry, Research Center of Biotechnology, Russian Academy of Sciences, Leninsky prospect 33, 119071 Moscow, Russia; (A.V.S.); (A.V.Z.); (B.B.D.)
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Riccardi C, Napolitano E, Platella C, Musumeci D, Montesarchio D. G-quadruplex-based aptamers targeting human thrombin: Discovery, chemical modifications and antithrombotic effects. Pharmacol Ther 2020; 217:107649. [PMID: 32777331 DOI: 10.1016/j.pharmthera.2020.107649] [Citation(s) in RCA: 52] [Impact Index Per Article: 10.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2020] [Accepted: 07/29/2020] [Indexed: 02/07/2023]
Abstract
First studies on thrombin-inhibiting DNA aptamers were reported in 1992, and since then a large number of anticoagulant aptamers has been discovered. TBA - also named HD1, a 15-mer G-quadruplex (G4)-forming oligonucleotide - is the best characterized thrombin binding aptamer, able to specifically recognize the protein exosite I, thus inhibiting the conversion of soluble fibrinogen into insoluble fibrin strands. Unmodified nucleic acid-based aptamers, in general, and TBA in particular, exhibit limited pharmacokinetic properties and are rapidly degraded in vivo by nucleases. In order to improve the biological performance of aptamers, a widely investigated strategy is the introduction of chemical modifications in their backbone at the level of the nucleobases, sugar moieties or phosphodiester linkages. Besides TBA, also other thrombin binding aptamers, able to adopt a well-defined G4 structure, e.g. mixed duplex/quadruplex sequences, as well as homo- and hetero-bivalent constructs, have been identified and optimized. Considering the growing need of new efficient anticoagulant agents associated with the strong therapeutic potential of these thrombin inhibitors, the research on thrombin binding aptamers is still a very hot and intriguing field. Herein, we comprehensively described the state-of-the-art knowledge on the DNA-based aptamers targeting thrombin, especially focusing on the optimized analogues obtained by chemically modifying the oligonucleotide backbone, and their biological performances in therapeutic applications.
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Affiliation(s)
- Claudia Riccardi
- Department of Chemical Sciences, University of Naples Federico II, via Cintia 21, I-80126 Naples, Italy; Department of Advanced Medical and Surgical Sciences, 2(nd) Division of Neurology, Center for Rare Diseases and InterUniversity Center for Research in Neurosciences, University of Campania Luigi Vanvitelli, via Sergio Pansini, 5, I-80131 Naples, Italy.
| | - Ettore Napolitano
- Department of Chemical Sciences, University of Naples Federico II, via Cintia 21, I-80126 Naples, Italy.
| | - Chiara Platella
- Department of Chemical Sciences, University of Naples Federico II, via Cintia 21, I-80126 Naples, Italy.
| | - Domenica Musumeci
- Department of Chemical Sciences, University of Naples Federico II, via Cintia 21, I-80126 Naples, Italy; Institute of Biostructures and Bioimages, CNR, via Mezzocannone 16, I-80134 Naples, Italy.
| | - Daniela Montesarchio
- Department of Chemical Sciences, University of Naples Federico II, via Cintia 21, I-80126 Naples, Italy.
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Seelam Prabhakar P, A Manderville R, D Wetmore S. Impact of the Position of the Chemically Modified 5-Furyl-2'-Deoxyuridine Nucleoside on the Thrombin DNA Aptamer-Protein Complex: Structural Insights into Aptamer Response from MD Simulations. Molecules 2019; 24:molecules24162908. [PMID: 31405145 PMCID: PMC6720718 DOI: 10.3390/molecules24162908] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2019] [Revised: 08/06/2019] [Accepted: 08/07/2019] [Indexed: 02/07/2023] Open
Abstract
Aptamers are functional nucleic acids that bind to a range of targets (small molecules, proteins or cells) with a high affinity and specificity. Chemically-modified aptamers are of interest because the incorporation of novel nucleobase components can enhance aptamer binding to target proteins, while fluorescent base analogues permit the design of functional aptasensors that signal target binding. However, since optimally modified nucleoside designs have yet to be identified, information about how to fine tune aptamer stability and target binding affinity is required. The present work uses molecular dynamics (MD) simulations to investigate modifications to the prototypical thrombin-binding aptamer (TBA), which is a 15-mer DNA sequence that folds into a G-quadruplex structure connected by two TT loops and one TGT loop. Specifically, we modeled a previously synthesized thymine (T) analog, namely 5-furyl-2′-deoxyuridine (5FurU), into each of the six aptamer locations occupied by a thymine base in the TT or TGT loops of unbound and thrombin bound TBA. This modification and aptamer combination were chosen as a proof-of-principle because previous experimental studies have shown that TBA displays emissive sensitivity to target binding based on the local environment polarity at different 5FurU modification sites. Our simulations reveal that the chemically-modified base imparts noticeable structural changes to the aptamer without affecting the global conformation. Depending on the modification site, 5FurU performance is altered due to changes in the local environment, including the modification site structural dynamics, degree of solvent exposure, stacking with neighboring bases, and interactions with thrombin. Most importantly, these changes directly correlate with the experimentally-observed differences in the stability, binding affinity and emissive response of the modified aptamers. Therefore, the computational protocols implemented in the present work can be used in subsequent studies in a predictive way to aid the fine tuning of aptamer target recognition for use as biosensors (aptasensors) and/or therapeutics.
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Affiliation(s)
- Preethi Seelam Prabhakar
- Department of Chemistry and Biochemistry, University of Lethbridge, 4401 University Drive West, Lethbridge, AL T1K 3M4, Canada
| | - Richard A Manderville
- Department of Chemistry and Toxicology, University of Guelph, Guelph, ON N1G 2W1, Canada
| | - Stacey D Wetmore
- Department of Chemistry and Biochemistry, University of Lethbridge, 4401 University Drive West, Lethbridge, AL T1K 3M4, Canada.
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Sun L, Xie X, Weng W, Jin H. Structural and mechanistic insights into modified G-quadruplex thrombin-binding DNA aptamers. Biochem Biophys Res Commun 2019; 513:753-759. [PMID: 30992128 DOI: 10.1016/j.bbrc.2019.04.025] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2019] [Accepted: 04/03/2019] [Indexed: 11/26/2022]
Abstract
Thrombin-binding aptamer (TBA) can fold into a G-quadruplex structure necessary for interacting with thrombin. When one thymidine residue of the TGT loop at position 7 is replaced with unlocked uracil (UNA), d-isothymidine (D-isoT) or l-isothymidine (L-isoT), these modified sequences display different activities. To date, the mechanisms of how D/L-isoT and UNA influence the biological properties of TBA have not been illustrated in the literature. In this paper, we fill this gap by probing the structure variations and binding modes of these modified TBAs via molecular dynamics (MD) simulation and free energy calculation. Comparative structural analyses demonstrated that both D-IsoT and UNA changed the local conformation of TGT loop and formed stronger interactions with the target protein. Particularly, D-IsoT and UNA adopted similar conformation which can well explain their similar biological activities. In addition, the flexibility of the two TT loops were described clearly. In contrast, L-IsoT at position 7 led to an obvious tendency to unfold. Free energy calculation and the analysis of key residues energy contributions eventually provide a clear picture of interactions for further understanding of the structure-activity relationships. Collectively, our findings open the way for a rational design of modified aptamers.
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Affiliation(s)
- Lidan Sun
- College of Chemical Engineering and Material Science, Quanzhou Normal University, Quanzhou, China.
| | - Xiaolan Xie
- College of Chemical Engineering and Material Science, Quanzhou Normal University, Quanzhou, China
| | - Wenting Weng
- College of Chemical Engineering and Material Science, Quanzhou Normal University, Quanzhou, China
| | - Hongwei Jin
- State Key Laboratory of Natural and Biomimetic Drugs, School of Pharmaceutical Sciences, Peking University, 38 Xueyuan Road, Beijing, 100191, China
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Kolganova NA, Tsvetkov VB, Smirnov IP, Timofeev EN. Probing the Nitroindole-Modified Central Loop of Thrombin Aptamer HD1 as a Recognition Site. Nucleic Acid Ther 2019; 29:208-217. [PMID: 30864877 DOI: 10.1089/nat.2018.0757] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022] Open
Abstract
Thrombin-binding aptamer HD1 is a DNA-based thrombin inhibitor that features an antiparallel G-quadruplex (GQ) structure. We recently reported a single-nucleotide G8 to 5-nitroindole (NI) modification of HD1 (N8) that notably improves the anticoagulant properties and binding affinity of the aptamer. Based on molecular modeling and binding studies, it was originally proposed that N8 may acquire the ability to bind thrombin by a modified central loop. To verify this possibility, in this study, we report new variations of the N8 aptamer with intact or damaged TT loops. Anomeric alpha-thymidine was used as a "damaging" residue to disable the primary recognition site of N8. Biophysical characterization of modified aptamers supports the formation of HD1-like antiparallel GQs with varying stability by all studied variants. Binding experiments showed that N8 variants with impaired TT loops lost the ability to bind thrombin, suggesting the primary role of thymines in TT loops for the thrombin-N8 interaction. Aptamer N8α(7/9) bearing NI at position 8 and damaged thymidines 7 and 9 retained thrombin affinity, which was intermediate between N8 and HD1. Fluorescence polarization studies suggest 1:1 stoichiometry for thrombin complexes with either HD1, N8, or N8α(7/9). Further molecular dynamics (MD) study of complexes formed by these three aptamers with thrombin disproves the idea of direct interaction between central loop residues and the protein. Based on MD results, the origin of the NI tuning effect is associated with its ability to promote the formation of compact and rigid structures through hydrophobic interactions with the GQ core and loop thymines.
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Affiliation(s)
- Natalia A Kolganova
- 1Engelhardt Institute of Molecular Biology, Russian Academy of Sciences, Moscow, Russia
| | - Vladimir B Tsvetkov
- 2Research and Clinical Center for Physical Chemical Medicine, Moscow, Russia.,3Smorodintsev Research Institute of Influenza, St. Petersburg, Russia.,4I.M. Sechenov First Moscow State Medical University, Moscow, Russia
| | - Igor P Smirnov
- 2Research and Clinical Center for Physical Chemical Medicine, Moscow, Russia
| | - Edward N Timofeev
- 1Engelhardt Institute of Molecular Biology, Russian Academy of Sciences, Moscow, Russia
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15
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Van Riesen AJ, Fadock KL, Deore PS, Desoky A, Manderville RA, Sowlati-Hashjin S, Wetmore SD. Manipulation of a DNA aptamer-protein binding site through arylation of internal guanine residues. Org Biomol Chem 2019; 16:3831-3840. [PMID: 29745412 DOI: 10.1039/c8ob00704g] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
Chemically modified aptamers have the opportunity to increase aptamer target binding affinity and provide structure-activity relationships to enhance our understanding of molecular target recognition by the aptamer fold. In the current study, 8-aryl-2'-deoxyguanosine nucleobases have been inserted into the G-tetrad and central TGT loop of the thrombin binding aptamer (TBA) to determine their impact on antiparallel G-quadruplex (GQ) folding and thrombin binding affinity. The aryl groups attached to the dG nucleobase vary greatly in aryl ring size and impact on GQ stability (∼20 °C change in GQ thermal melting (Tm) values) and thrombin binding affinity (17-fold variation in dissociation constant (Kd)). At G8 of the central TGT loop that is distal from the aptamer recognition site, the probes producing the most stable GQ structure exhibited the strongest thrombin binding affinity. However, within the G-tetrad, changes to the electron density of the dG component within the modified nucleobase can diminish thrombin binding affinity. Detailed molecular dynamics (MD) simulations on the modified TBA (mTBA) and mTBA-protein complexes demonstrate how the internal 8-aryl-dG modification can manipulate the interactions between the DNA nucleobases and the amino acid residues of thrombin. These results highlight the potential of internal fluorescent nuclobase analogs (FBAs) to broaden design options for aptasensor development.
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Affiliation(s)
- Abigail J Van Riesen
- Department of Chemistry & Toxicology, University of Guelph, Guelph, ON, Canada N1G 2W1.
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16
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Röthlisberger P, Hollenstein M. Aptamer chemistry. Adv Drug Deliv Rev 2018; 134:3-21. [PMID: 29626546 DOI: 10.1016/j.addr.2018.04.007] [Citation(s) in RCA: 265] [Impact Index Per Article: 37.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2018] [Revised: 03/28/2018] [Accepted: 04/03/2018] [Indexed: 12/12/2022]
Abstract
Aptamers are single-stranded DNA or RNA molecules capable of tightly binding to specific targets. These functional nucleic acids are obtained by an in vitro Darwinian evolution method coined SELEX (Systematic Evolution of Ligands by EXponential enrichment). Compared to their proteinaceous counterparts, aptamers offer a number of advantages including a low immunogenicity, a relative ease of large-scale synthesis at affordable costs with little or no batch-to-batch variation, physical stability, and facile chemical modification. These alluring properties have propelled aptamers into the forefront of numerous practical applications such as the development of therapeutic and diagnostic agents as well as the construction of biosensing platforms. However, commercial success of aptamers still proceeds at a weak pace. The main factors responsible for this delay are the susceptibility of aptamers to degradation by nucleases, their rapid renal filtration, suboptimal thermal stability, and the lack of functional group diversity. Here, we describe the different chemical methods available to mitigate these shortcomings. Particularly, we describe the chemical post-SELEX processing of aptamers to include functional groups as well as the inclusion of modified nucleoside triphosphates into the SELEX protocol. These methods will be illustrated with successful examples of chemically modified aptamers used as drug delivery systems, in therapeutic applications, and as biosensing devices.
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17
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Kotkowiak W, Czapik T, Pasternak A. Novel isoguanine derivative of unlocked nucleic acid-Investigations of thermodynamics and biological potential of modified thrombin binding aptamer. PLoS One 2018; 13:e0197835. [PMID: 29795635 PMCID: PMC5967839 DOI: 10.1371/journal.pone.0197835] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2018] [Accepted: 05/09/2018] [Indexed: 11/18/2022] Open
Abstract
Thrombin binding aptamer (TBA), is a short DNA 15-mer that forms G-quadruplex structure and possesses anticoagulant properties. Some chemical modifications, including unlocked nucleic acids (UNA), 2'-deoxy-isoguanosine and 2'-deoxy-4-thiouridine were previously found to enhance the biological activity of TBA. In this paper, we present thermodynamic and biological characteristics of TBA variants that have been modified with novel isoguanine derivative of UNA as well as isoguanosine. Additionally, UNA-4-thiouracil and 4-thiouridine were also introduced simultaneously with isoguanine derivatives. Thermodynamic analysis indicates that the presence of isoguanosine in UNA or RNA series significantly decreases the stability of G-quadruplex structure. The highest destabilization is observed for substitution at one of the G-tetrad position. Addition of 4-thiouridine in UNA or RNA series usually decreases the unfavorable energetic cost of the presence of UNA or RNA isoguanine. Circular dichroism and thermal denaturation spectra in connection with thrombin time assay indicate that the introduction of UNA-isoguanine or isoguanosine into TBA negatively affects G-quadruplex folding and TBA anticoagulant properties. These findings demonstrate that the highly-ordered structure of TBA is essential for inhibition of thrombin activity.
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Affiliation(s)
- Weronika Kotkowiak
- Department of Nucleic Acids Bioengineering, Institute of Bioorganic Chemistry, Polish Academy of Sciences, Noskowskiego, Poznan, Poland
| | - Tomasz Czapik
- Department of Structural Chemistry and Biology of Nucleic Acids, Institute of Bioorganic Chemistry, Polish Academy of Sciences, Noskowskiego, Poznan, Poland
| | - Anna Pasternak
- Department of Nucleic Acids Bioengineering, Institute of Bioorganic Chemistry, Polish Academy of Sciences, Noskowskiego, Poznan, Poland
- * E-mail:
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18
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Tsvetkov VB, Zatsepin TS, Belyaev ES, Kostyukevich YI, Shpakovski GV, Podgorsky VV, Pozmogova GE, Varizhuk AM, Aralov AV. i-Clamp phenoxazine for the fine tuning of DNA i-motif stability. Nucleic Acids Res 2018; 46:2751-2764. [PMID: 29474573 PMCID: PMC5888743 DOI: 10.1093/nar/gky121] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2017] [Revised: 02/01/2018] [Accepted: 02/13/2018] [Indexed: 12/13/2022] Open
Abstract
Non-canonical DNA structures are widely used for regulation of gene expression, in DNA nanotechnology and for the development of new DNA-based sensors. I-motifs (iMs) are two intercalated parallel duplexes that are held together by hemiprotonated C-C base pairs. Previously, iMs were used as an accurate sensor for intracellular pH measurements. However, iM stability is moderate, which in turn limits its in vivo applications. Here, we report the rational design of a new substituted phenoxazine 2'-deoxynucleotide (i-clamp) for iM stabilization. This residue contains a C8-aminopropyl tether that interacts with the phosphate group within the neighboring chain without compromising base pairing. We studied the influence of i-clamp on pH-dependent stability for intra- and intermolecular iM structures and found the optimal positions for modification. Two i-clamps on opposite strands provide thermal stabilization up to 10-11°C at a pH of 5.8. Thus, we developed a new modification that shows significant iM-stabilizing effect both at strongly and mildly acidic pH and increases iM transition pH values. i-Clamp can be used for tuning iM-based pH probes or assembling extra stable iM structures for various applications.
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Affiliation(s)
- Vladimir B Tsvetkov
- Biophysics Department, Research and Clinical Center for Physical Chemical Medicine, Malaya Pirogovskaya str. 1a, Moscow 119435, Russia
- Department of Molecular Virology, FSBI Research Institute of Influenza, Ministry of Health of Russian Federation, prof. Popov str. 15/17, Saint-Petersburg, 197376, Russia
- Polyelectrolytes and Biomedical Polymers Laboratory, A.V. Topchiev Institute of Petrochemical Synthesis, RAS, Leninsky prospect str. 29, Moscow 119991, Russia
| | - Timofei S Zatsepin
- Center for Translational Biomedicine, Skolkovo Institute of Science and Technology, 3 Nobel street, Skolkovo, Moscow 143026, Russia
- Chemistry Department, Lomonosov Moscow State University, Leninskie gory str. 1–3, Moscow 119992, Russia
| | - Evgeny S Belyaev
- Frumkin Institute of Physical Chemistry and Electrochemistry of the Russian Academy of Science, Leninsky prospect str. 31, Moscow 119071 Russia
| | - Yury I Kostyukevich
- Center for Translational Biomedicine, Skolkovo Institute of Science and Technology, 3 Nobel street, Skolkovo, Moscow 143026, Russia
| | - George V Shpakovski
- Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Russian Academy of Sciences, Miklukho-Maklaya str. 16/10, Moscow 117997, Russia
| | - Victor V Podgorsky
- Biophysics Department, Research and Clinical Center for Physical Chemical Medicine, Malaya Pirogovskaya str. 1a, Moscow 119435, Russia
| | - Galina E Pozmogova
- Biophysics Department, Research and Clinical Center for Physical Chemical Medicine, Malaya Pirogovskaya str. 1a, Moscow 119435, Russia
| | - Anna M Varizhuk
- Biophysics Department, Research and Clinical Center for Physical Chemical Medicine, Malaya Pirogovskaya str. 1a, Moscow 119435, Russia
- Engelhardt Institute of Molecular Biology, Russian Academy of Sciences, Vavilov str. 32, Moscow 119991, Russia
| | - Andrey V Aralov
- Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Russian Academy of Sciences, Miklukho-Maklaya str. 16/10, Moscow 117997, Russia
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19
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Fadock KL, Manderville RA, Sharma P, Wetmore SD. Optimization of fluorescent 8-heteroaryl-guanine probes for monitoring protein-mediated duplex → G-quadruplex exchange. Org Biomol Chem 2018; 14:4409-19. [PMID: 27040462 DOI: 10.1039/c6ob00474a] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
In this study, we describe the thermal and optical properties of the thrombin binding aptamer (TBA) that has been modified at syn-G-tetrad positions with fluorescent 8-heteroaryl-2'-deoxyguanosine derivatives consisting of pyrrolyl ((Pyr)dG), furyl ((Fur)dG), thienyl ((Th)dG), benzofuryl ((Bfur)dG), indolyl ((Ind)dG) and benzothienyl ((Bth)dG). Insertion of the modified base into the syn-G5 position of TBA decreases duplex stability, but enhances stability of the antiparallel G-quadruplex (GQ) structure produced by TBA in the presence of K(+) ion and its molecular target, thrombin. The resulting modified TBA (mTBA) oligonucleotides have been employed in duplex → GQ exchange to monitor thrombin binding affinity and rates of GQ formation driven by thrombin binding. Our studies demonstrate that 8-heteroaryl-dG bases can be inserted into syn-G-tetrad positions of TBA without perturbing thrombin binding affinity and that the 8-thienyl-dG ((Th)dG) analog is particularly useful as an emissive probe for monitoring duplex → GQ exchange due to its heightened emissive sensitivity to change in DNA topology compared to the other 8-heteroaryl-dG analogs. The positional impact of a single (Th)dG probe versus multiple (Th)dG incorporation at syn-G sites of TBA highlight an advantage for di-substituted mTBA oligonucleotides for increased emission intensity and rates of duplex → GQ exchange that can be vital for diagnostics through aptamer detection strategies.
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Affiliation(s)
- Kaila L Fadock
- Department of Chemistry & Toxicology, University of Guelph, Guelph, ON, Canada N1G 2W1.
| | - Richard A Manderville
- Department of Chemistry & Toxicology, University of Guelph, Guelph, ON, Canada N1G 2W1.
| | - Purshotam Sharma
- Department of Chemistry & Biochemistry, University of Lethbridge, Lethbridge, AB, Canada T1K 3M4.
| | - Stacey D Wetmore
- Department of Chemistry & Biochemistry, University of Lethbridge, Lethbridge, AB, Canada T1K 3M4.
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20
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Sagi J. In What Ways Do Synthetic Nucleotides and Natural Base Lesions Alter the Structural Stability of G-Quadruplex Nucleic Acids? J Nucleic Acids 2017; 2017:1641845. [PMID: 29181193 PMCID: PMC5664352 DOI: 10.1155/2017/1641845] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2017] [Accepted: 08/15/2017] [Indexed: 01/03/2023] Open
Abstract
Synthetic analogs of natural nucleotides have long been utilized for structural studies of canonical and noncanonical nucleic acids, including the extensively investigated polymorphic G-quadruplexes (GQs). Dependence on the sequence and nucleotide modifications of the folding landscape of GQs has been reviewed by several recent studies. Here, an overview is compiled on the thermodynamic stability of the modified GQ folds and on how the stereochemical preferences of more than 70 synthetic and natural derivatives of nucleotides substituting for natural ones determine the stability as well as the conformation. Groups of nucleotide analogs only stabilize or only destabilize the GQ, while the majority of analogs alter the GQ stability in both ways. This depends on the preferred syn or anti N-glycosidic linkage of the modified building blocks, the position of substitution, and the folding architecture of the native GQ. Natural base lesions and epigenetic modifications of GQs explored so far also stabilize or destabilize the GQ assemblies. Learning the effect of synthetic nucleotide analogs on the stability of GQs can assist in engineering a required stable GQ topology, and exploring the in vitro action of the single and clustered natural base damage on GQ architectures may provide indications for the cellular events.
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Affiliation(s)
- Janos Sagi
- Rimstone Laboratory, RLI, Carlsbad, CA 92010, USA
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21
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Fadock K, Manderville RA. DNA Aptamer-Target Binding Motif Revealed Using a Fluorescent Guanine Probe: Implications for Food Toxin Detection. ACS OMEGA 2017; 2:4955-4963. [PMID: 30023732 PMCID: PMC6044742 DOI: 10.1021/acsomega.7b00782] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/13/2017] [Accepted: 08/16/2017] [Indexed: 06/08/2023]
Abstract
DNA aptamers are single-stranded oligonucleotides that are generated by an in vitro selection method to bind targets with high affinity and specificity. Understanding molecular recognition by DNA aptamers is of fundamental importance in the development of biosensor applications. The small molecule ochratoxin A (OTA) is a fungal-derived food toxin, and OTA DNA aptamers have been established for the development of rapid detection platforms required for food safety. One such OTA aptamer (OTAA) is a guanine-rich DNA oligonucleotide that folds into an antiparallel G-quadruplex (GQ) upon OTA binding, although structural details of the GQ fold and its interaction with OTA are currently unknown. In the present study, the fluorescent nucleobase analogue, 8-thienyl-2'-deoxyguanosine (ThdG), was inserted into various G sites of OTAA to determine the probe impact on GQ folding and OTA binding affinity. Our results suggest that OTAA contains three lateral (l) loops connecting two stacked G-tetrads with an anticlockwise loop progression to afford a -(lll) GQ topology. The phenolic ring system of OTA undergoes π-stacking interactions with the G-tetrads of OTAA. Our results also demonstrate aptamer sites that can be modified with ThdG to afford a fluorescent light-up signal upon OTA binding.
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22
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Gosai A, Ma X, Balasubramanian G, Shrotriya P. Electrical Stimulus Controlled Binding/Unbinding of Human Thrombin-Aptamer Complex. Sci Rep 2016; 6:37449. [PMID: 27874042 PMCID: PMC5118750 DOI: 10.1038/srep37449] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/29/2016] [Accepted: 10/31/2016] [Indexed: 11/24/2022] Open
Abstract
The binding/unbinding of the human thrombin and its 15-mer single stranded DNA aptamer, under the application of external stimulus in the form of electrostatic potential/electric field, is investigated by a combination of continuum analysis and atomistic molecular dynamics simulation. In agreement with the experiments that demonstrate the influence of electrostatic potential on the thrombin/aptamer complex, our computations show that the application of positive electric field successfully unbinds the thrombin from the aptamer. Results from umbrella sampling simulations reveal that there is a decrease in the free energy of binding between the thrombin and aptamer in presence of positive electric fields. Hydrogen bonding and non-bonded interaction energies, and hence the free energy of binding, between the thrombin and its aptamer reduce as the applied electric field is shifted from negative to positive values. Our analyses demonstrate that application of electrical stimulus modifies the molecular interactions within the complex and consequently, electrical field can be used to modulate the association between the thrombin and its aptamer.
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Affiliation(s)
- Agnivo Gosai
- Department of Mechanical Engineering and Iowa State University, Ames, IA 50011, USA
| | - Xiao Ma
- Department of Mechanical Engineering and Iowa State University, Ames, IA 50011, USA
| | - Ganesh Balasubramanian
- Department of Mechanical Engineering and Iowa State University, Ames, IA 50011, USA.,Microelectronics Research Center, Iowa State University, Ames, IA 50011, USA
| | - Pranav Shrotriya
- Department of Mechanical Engineering and Iowa State University, Ames, IA 50011, USA
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Cservenyi TZ, Van Riesen AJ, Berger FD, Desoky A, Manderville RA. A Simple Molecular Rotor for Defining Nucleoside Environment within a DNA Aptamer-Protein Complex. ACS Chem Biol 2016; 11:2576-82. [PMID: 27447371 DOI: 10.1021/acschembio.6b00437] [Citation(s) in RCA: 39] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
The simple 5-furyl-2'-deoxyuridine ((Fur)dU) nucleobase exhibits dual probing characteristics displaying emissive sensitivity to changes in microenvironment polarity and to changes in solvent rigidity due to its molecular rotor character. Here, we demonstrate its ability to define the microenvironment of the various thymidine (T) loop residues within the thrombin binding aptamer (TBA) upon antiparallel G-quadruplex (GQ) folding and thrombin binding. The emissive sensitivity of the (Fur)dU probe to microenvironment polarity provides a diagnostic handle to distinguish T bases that are solvent-exposed within the GQ structure compared with probe location in the apolar duplex. Its molecular rotor properties then provide a turn-on fluorescent switch to identify which T residues within the GQ bind specifically to the protein target (thrombin). The fluorescence sensing characteristics of (Fur)dU make it an attractive tool for mapping aptamer-protein interactions at the nucleoside level for further development of modified aptamers for a wide range of diagnostic and therapeutic applications.
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Affiliation(s)
- Thomas Z. Cservenyi
- Departments
of Chemistry and Toxicology, University of Guelph, Guelph, Ontario, Canada N1G 2W1
| | - Abigail J. Van Riesen
- Departments
of Chemistry and Toxicology, University of Guelph, Guelph, Ontario, Canada N1G 2W1
| | - Florence D. Berger
- Department
of Health Science and Technology, ETH Zurich, Schmelzbergstrasse 9, 8092 Zurich, Switzerland
| | - Ahmed Desoky
- Departments
of Chemistry and Toxicology, University of Guelph, Guelph, Ontario, Canada N1G 2W1
- Department
of Chemistry, Faculty of Science, Suez Canal University, Ismailia, Egypt
| | - Richard A. Manderville
- Departments
of Chemistry and Toxicology, University of Guelph, Guelph, Ontario, Canada N1G 2W1
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