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Selvam K, Najib MA, Khalid MF, Yunus MH, Wahab HA, Harun A, Zainulabid UA, Fadzli Mustaffa KM, Aziah I. Isolation and characterization of ssDNA aptamers against BipD antigen of Burkholderia pseudomallei. Anal Biochem 2024; 695:115655. [PMID: 39214325 DOI: 10.1016/j.ab.2024.115655] [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: 06/27/2024] [Revised: 08/19/2024] [Accepted: 08/27/2024] [Indexed: 09/04/2024]
Abstract
BACKGROUND Melioidosis is difficult to diagnose due to its wide range of clinical symptoms. The culture method is time-consuming and less sensitive, emphasizing the importance of rapid and accurate diagnostic tests for melioidosis. Burkholderia invasion protein D (BipD) of Burkholderia pseudomallei is a potential diagnostic biomarker. This study aimed to isolate and characterize single-stranded DNA aptamers that specifically target BipD. METHODS The recombinant BipD protein was produced, followed by isolation of BipD-specific aptamers using Systematic Evolution of Ligands by EXponential enrichment. The binding affinity and specificity of the selected aptamers were evaluated using Enzyme-Linked Oligonucleotide Assay. RESULTS The fifth SELEX cycle showed a notable enrichment of recombinant BipD protein-specific aptamers. Sequencing analysis identified two clusters with a total of seventeen distinct aptamers. AptBipD1, AptBipD13, and AptBipD50 were chosen based on their frequency. Among them, AptBipD1 exhibited the highest binding affinity with a Kd value of 1.0 μM for the recombinant BipD protein. Furthermore, AptBipD1 showed significant specificity for B. pseudomallei compared to other tested bacteria. CONCLUSION AptBipD1 is a promising candidate for further development of reliable, affordable, and efficient point-of-care diagnostic tests for melioidosis.
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Affiliation(s)
- Kasturi Selvam
- Institute for Research in Molecular Medicine (INFORMM), Universiti Sains Malaysia, Kubang Kerian, 16150, Kelantan, Malaysia
| | - Mohamad Ahmad Najib
- Institute for Research in Molecular Medicine (INFORMM), Universiti Sains Malaysia, Kubang Kerian, 16150, Kelantan, Malaysia
| | - Muhammad Fazli Khalid
- Institute for Research in Molecular Medicine (INFORMM), Universiti Sains Malaysia, Kubang Kerian, 16150, Kelantan, Malaysia
| | - Muhammad Hafiznur Yunus
- Institute for Research in Molecular Medicine (INFORMM), Universiti Sains Malaysia, Kubang Kerian, 16150, Kelantan, Malaysia
| | - Habibah A Wahab
- School of Pharmaceutical Sciences, Universiti Sains Malaysia, 11800, Pulau, Pinang, Malaysia
| | - Azian Harun
- Department of Medical Microbiology and Parasitology, School of Medical Sciences, Universiti Sains Malaysia, Kubang Kerian, 16150, Kelantan, Malaysia; Hospital Universiti Sains Malaysia, Kubang Kerian, 16150, Kelantan, Malaysia
| | - Ummu Afeera Zainulabid
- Department of Internal Medicine, Kulliyyah of Medicine, International Islamic University Malaysia, Kuantan, 25200, Pahang, Malaysia
| | - Khairul Mohd Fadzli Mustaffa
- Institute for Research in Molecular Medicine (INFORMM), Universiti Sains Malaysia, Kubang Kerian, 16150, Kelantan, Malaysia
| | - Ismail Aziah
- Institute for Research in Molecular Medicine (INFORMM), Universiti Sains Malaysia, Kubang Kerian, 16150, Kelantan, Malaysia.
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2
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Barth KM, Hiller DA, Strobel SA. The Impact of Second-Shell Nucleotides on Ligand Specificity in Cyclic Dinucleotide Riboswitches. Biochemistry 2024:10.1021/acs.biochem.3c00586. [PMID: 38329042 PMCID: PMC11306416 DOI: 10.1021/acs.biochem.3c00586] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/09/2024]
Abstract
Ligand specificity is an essential requirement for all riboswitches. Some variant riboswitches utilize a common structural motif, yet through subtle sequence differences, they are able to selectively respond to different small molecule ligands and regulate downstream gene expression. These variants discriminate between structurally and chemically similar ligands. Crystal structures provide insight into how specificity is achieved. However, ligand specificity cannot always be explained solely by nucleotides in direct contact with the ligand. The cyclic dinucleotide variant family contains two classes, cyclic-di-GMP and cyclic-AMP-GMP riboswitches, that were distinguished based on the identity of a single nucleotide in contact with the ligand. Here we report a variant riboswitch with a mutation at a second ligand-contacting position that is promiscuous for both cyclic-di-GMP and cyclic-AMP-GMP despite a predicted preference for cyclic-AMP-GMP. A high-throughput mutational analysis, SMARTT, was used to quantitatively assess thousands of sites in the first- and second-shells of ligand contact for impacts on ligand specificity and promiscuity. In addition to nucleotides in direct ligand contact, nucleotides more distal from the binding site, within the J1/2 linker and the terminator helix, were identified that impact ligand specificity. These findings provide an example of how nucleotides outside the ligand binding pocket influence the riboswitch specificity. Moreover, these distal nucleotides could be used to predict promiscuous sequences.
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Affiliation(s)
- Kathryn M. Barth
- Institute of Biomolecular Design and Discovery, Yale University, West Haven, CT 06516, USA
- Department of Molecular Biophysics and Biochemistry, Yale University, New Haven, CT 06510, USA
| | - David A. Hiller
- Institute of Biomolecular Design and Discovery, Yale University, West Haven, CT 06516, USA
- Department of Molecular Biophysics and Biochemistry, Yale University, New Haven, CT 06510, USA
| | - Scott A. Strobel
- Institute of Biomolecular Design and Discovery, Yale University, West Haven, CT 06516, USA
- Department of Molecular Biophysics and Biochemistry, Yale University, New Haven, CT 06510, USA
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3
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Yin P, Ge M, Xie S, Zhang L, Kuang S, Nie Z. A universal orthogonal imaging platform for living-cell RNA detection using fluorogenic RNA aptamers. Chem Sci 2023; 14:14131-14139. [PMID: 38098702 PMCID: PMC10717586 DOI: 10.1039/d3sc04957d] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2023] [Accepted: 11/21/2023] [Indexed: 12/17/2023] Open
Abstract
MicroRNAs (miRNAs) are crucial regulators of gene expression at the post-transcriptional level, offering valuable insights into disease mechanisms and prospects for targeted therapeutic interventions. Herein, we present a class of miRNA-induced light-up RNA sensors (miLS) that are founded on the toehold mediated principle and employ the fluorogenic RNA aptamers Pepper and Squash as imaging modules. By incorporating a sensor switch to disrupt the stabilizing stem of these aptamers, our design offers enhanced flexibility and convertibility for different target miRNAs and aptamers. These sensors detect multiple miRNA targets (miR-21 and miR-122) with detection limits of 0.48 and 0.2 nM, respectively, while achieving a robust signal-to-noise ratio of up to 44 times. Capitalizing on the distinct fluorescence imaging channels afforded by Pepper-HBC620 (red) and Squash-DFHBI-1T (green), we establish an orthogonal miRNA activation imaging platform, enabling the simultaneous visualization of different intracellular miRNAs in living cells. Our dual-color orthogonal miLS imaging platform provides a powerful tool for sequence-specific miRNA imaging in different cells, opening up new avenues for studying the intricate functions of RNA in living cells.
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Affiliation(s)
- Peng Yin
- State Key Laboratory of Chemo/Biosensing and Chemometrics, College of Chemistry and Chemical Engineering, Hunan Provincial Key Laboratory of Biomacromolecular Chemical Biology, Hunan University Changsha 410082 China
| | - Mingmin Ge
- State Key Laboratory of Chemo/Biosensing and Chemometrics, College of Chemistry and Chemical Engineering, Hunan Provincial Key Laboratory of Biomacromolecular Chemical Biology, Hunan University Changsha 410082 China
| | - Shiyi Xie
- State Key Laboratory of Chemo/Biosensing and Chemometrics, College of Chemistry and Chemical Engineering, Hunan Provincial Key Laboratory of Biomacromolecular Chemical Biology, Hunan University Changsha 410082 China
| | - Li Zhang
- State Key Laboratory of Chemo/Biosensing and Chemometrics, College of Chemistry and Chemical Engineering, Hunan Provincial Key Laboratory of Biomacromolecular Chemical Biology, Hunan University Changsha 410082 China
| | - Shi Kuang
- State Key Laboratory of Chemo/Biosensing and Chemometrics, College of Chemistry and Chemical Engineering, Hunan Provincial Key Laboratory of Biomacromolecular Chemical Biology, Hunan University Changsha 410082 China
| | - Zhou Nie
- State Key Laboratory of Chemo/Biosensing and Chemometrics, College of Chemistry and Chemical Engineering, Hunan Provincial Key Laboratory of Biomacromolecular Chemical Biology, Hunan University Changsha 410082 China
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4
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Yasmeen F, Seo H, Javaid N, Kim MS, Choi S. Therapeutic Interventions into Innate Immune Diseases by Means of Aptamers. Pharmaceutics 2020; 12:pharmaceutics12100955. [PMID: 33050544 PMCID: PMC7600108 DOI: 10.3390/pharmaceutics12100955] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2020] [Revised: 10/03/2020] [Accepted: 10/04/2020] [Indexed: 12/25/2022] Open
Abstract
The immune system plays a crucial role in the body's defense system against various pathogens, such as bacteria, viruses, and parasites, as well as recognizes non-self- and self-molecules. The innate immune system is composed of special receptors known as pattern recognition receptors, which play a crucial role in the identification of pathogen-associated molecular patterns from diverse microorganisms. Any disequilibrium in the activation of a particular pattern recognition receptor leads to various inflammatory, autoimmune, or immunodeficiency diseases. Aptamers are short single-stranded deoxyribonucleic acid or ribonucleic acid molecules, also termed "chemical antibodies," which have tremendous specificity and affinity for their target molecules. Their features, such as stability, low immunogenicity, ease of manufacturing, and facile screening against a target, make them preferable as therapeutics. Immune-system-targeting aptamers have a great potential as a targeted therapeutic strategy against immune diseases. This review summarizes components of the innate immune system, aptamer production, pharmacokinetic characteristics of aptamers, and aptamers related to innate-immune-system diseases.
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5
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Fu Z, Xiang J. Aptamers, the Nucleic Acid Antibodies, in Cancer Therapy. Int J Mol Sci 2020; 21:ijms21082793. [PMID: 32316469 PMCID: PMC7215806 DOI: 10.3390/ijms21082793] [Citation(s) in RCA: 81] [Impact Index Per Article: 16.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2019] [Revised: 04/09/2020] [Accepted: 04/15/2020] [Indexed: 02/06/2023] Open
Abstract
The arrival of the monoclonal antibody (mAb) technology in the 1970s brought with it the hope of conquering cancers to the medical community. However, mAbs, on the whole, did not achieve the expected wonder in cancer therapy although they do have demonstrated successfulness in the treatment of a few types of cancers. In 1990, another technology of making biomolecules capable of specific binding appeared. This technique, systematic evolution of ligands by exponential enrichment (SELEX), can make aptamers, single-stranded DNAs or RNAs that bind targets with high specificity and affinity. Aptamers have some advantages over mAbs in therapeutic uses particularly because they have little or no immunogenicity, which means the feasibility of repeated use and fewer side effects. In this review, the general properties of the aptamer, the advantages and limitations of aptamers, the principle and procedure of aptamer production with SELEX, particularly the undergoing studies in aptamers for cancer therapy, and selected anticancer aptamers that have entered clinical trials or are under active investigations are summarized.
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Affiliation(s)
- Zhaoying Fu
- Department of Biochemistry and Molecular Biology, College of Medicine, Yanan University, Yanan 716000, China
- Correspondence: (Z.F.); (J.X.)
| | - Jim Xiang
- Division of Oncology, University of Saskatchewan, Saskatoon, SA S7N 4H4, Canada
- Correspondence: (Z.F.); (J.X.)
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6
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Lotz TS, Halbritter T, Kaiser C, Rudolph MM, Kraus L, Groher F, Steinwand S, Wachtveitl J, Heckel A, Suess B. A light-responsive RNA aptamer for an azobenzene derivative. Nucleic Acids Res 2019; 47:2029-2040. [PMID: 30517682 PMCID: PMC6393235 DOI: 10.1093/nar/gky1225] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2018] [Revised: 11/22/2018] [Accepted: 11/26/2018] [Indexed: 12/20/2022] Open
Abstract
Regulation of complex biological networks has proven to be a key bottleneck in synthetic biology. Interactions between the structurally flexible RNA and various other molecules in the form of riboswitches have shown a high-regulation specificity and efficiency and synthetic riboswitches have filled the toolbox of devices in many synthetic biology applications. Here we report the development of a novel, small molecule binding RNA aptamer, whose binding is dependent on light-induced change of conformation of its small molecule ligand. As ligand we chose an azobenzene because of its reliable photoswitchability and modified it with chloramphenicol for a better interaction with RNA. The synthesis of the ligand 'azoCm' was followed by extensive biophysical analysis regarding its stability and photoswitchability. RNA aptamers were identified after several cycles of in vitro selection and then studied regarding their binding specificity and affinity toward the ligand. We show the successful development of an RNA aptamer that selectively binds to only the trans photoisomer of azoCm with a KD of 545 nM. As the aptamer cannot bind to the irradiated ligand (λ = 365 nm), a light-selective RNA binding system is provided. Further studies may now result in the engineering of a reliable, light-responsible riboswitch.
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Affiliation(s)
- Thea S Lotz
- Technische Universität Darmstadt, Department of Biology, Schnittspahnstrasse 10, 64287 Darmstadt, Germany
| | - Thomas Halbritter
- Goethe-University Frankfurt, Institute for Organic Chemistry and Chemical Biology, Max-von-Laue-Strasse 9, 60438 Frankfurt (M), Germany
| | - Christoph Kaiser
- Goethe-University Frankfurt, Institute for Physical and Theoretical Chemistry, Max-von-Laue-Strasse 7, 60438 Frankfurt (M), Germany
| | - Martin M Rudolph
- Technische Universität Darmstadt, Department of Biology, Schnittspahnstrasse 10, 64287 Darmstadt, Germany
| | - Leon Kraus
- Technische Universität Darmstadt, Department of Biology, Schnittspahnstrasse 10, 64287 Darmstadt, Germany
| | - Florian Groher
- Technische Universität Darmstadt, Department of Biology, Schnittspahnstrasse 10, 64287 Darmstadt, Germany
| | - Sabrina Steinwand
- Goethe-University Frankfurt, Institute for Physical and Theoretical Chemistry, Max-von-Laue-Strasse 7, 60438 Frankfurt (M), Germany
| | - Josef Wachtveitl
- Goethe-University Frankfurt, Institute for Physical and Theoretical Chemistry, Max-von-Laue-Strasse 7, 60438 Frankfurt (M), Germany
| | - Alexander Heckel
- Goethe-University Frankfurt, Institute for Organic Chemistry and Chemical Biology, Max-von-Laue-Strasse 9, 60438 Frankfurt (M), Germany
| | - Beatrix Suess
- Technische Universität Darmstadt, Department of Biology, Schnittspahnstrasse 10, 64287 Darmstadt, Germany
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7
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Shevelev GY, Pyshnyi DV. Modern approaches to artificial gene synthesis: aspects of oligonucleotide synthesis, enzymatic assembly, sequence verification and error correction. Vavilovskii Zhurnal Genet Selektsii 2018. [DOI: 10.18699/vj18.387] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
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8
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Heather JM, Ismail M, Oakes T, Chain B. High-throughput sequencing of the T-cell receptor repertoire: pitfalls and opportunities. Brief Bioinform 2018; 19:554-565. [PMID: 28077404 PMCID: PMC6054146 DOI: 10.1093/bib/bbw138] [Citation(s) in RCA: 56] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2016] [Revised: 11/21/2016] [Indexed: 02/06/2023] Open
Abstract
T-cell specificity is determined by the T-cell receptor, a heterodimeric protein coded for by an extremely diverse set of genes produced by imprecise somatic gene recombination. Massively parallel high-throughput sequencing allows millions of different T-cell receptor genes to be characterized from a single sample of blood or tissue. However, the extraordinary heterogeneity of the immune repertoire poses significant challenges for subsequent analysis of the data. We outline the major steps in processing of repertoire data, considering low-level processing of raw sequence files and high-level algorithms, which seek to extract biological or pathological information. The latest generation of bioinformatics tools allows millions of DNA sequences to be accurately and rapidly assigned to their respective variable V and J gene segments, and to reconstruct an almost error-free representation of the non-templated additions and deletions that occur. High-level processing can measure the diversity of the repertoire in different samples, quantify V and J usage and identify private and public T-cell receptors. Finally, we discuss the major challenge of linking T-cell receptor sequence to function, and specifically to antigen recognition. Sophisticated machine learning algorithms are being developed that can combine the paradoxical degeneracy and cross-reactivity of individual T-cell receptors with the specificity of the overall T-cell immune response. Computational analysis will provide the key to unlock the potential of the T-cell receptor repertoire to give insight into the fundamental biology of the adaptive immune system and to provide powerful biomarkers of disease.
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Affiliation(s)
| | | | | | - Benny Chain
- Division of Infection and Immunity, University College of London, Bloomsbury, UK
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9
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Vorobyeva MA, Davydova AS, Vorobjev PE, Pyshnyi DV, Venyaminova AG. Key Aspects of Nucleic Acid Library Design for in Vitro Selection. Int J Mol Sci 2018; 19:E470. [PMID: 29401748 PMCID: PMC5855692 DOI: 10.3390/ijms19020470] [Citation(s) in RCA: 49] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2017] [Revised: 01/31/2018] [Accepted: 02/02/2018] [Indexed: 02/07/2023] Open
Abstract
Nucleic acid aptamers capable of selectively recognizing their target molecules have nowadays been established as powerful and tunable tools for biospecific applications, be it therapeutics, drug delivery systems or biosensors. It is now generally acknowledged that in vitro selection enables one to generate aptamers to almost any target of interest. However, the success of selection and the affinity of the resulting aptamers depend to a large extent on the nature and design of an initial random nucleic acid library. In this review, we summarize and discuss the most important features of the design of nucleic acid libraries for in vitro selection such as the nature of the library (DNA, RNA or modified nucleotides), the length of a randomized region and the presence of fixed sequences. We also compare and contrast different randomization strategies and consider computer methods of library design and some other aspects.
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Affiliation(s)
- Maria A. Vorobyeva
- Institute of Chemical Biology and Fundamental Medicine, Siberian Division of Russian Academy of Sciences, Lavrentiev Ave., 8, 630090 Novosibirsk, Russia; (A.S.D.); (P.E.V.); (D.V.P.); (A.G.V.)
| | - Anna S. Davydova
- Institute of Chemical Biology and Fundamental Medicine, Siberian Division of Russian Academy of Sciences, Lavrentiev Ave., 8, 630090 Novosibirsk, Russia; (A.S.D.); (P.E.V.); (D.V.P.); (A.G.V.)
| | - Pavel E. Vorobjev
- Institute of Chemical Biology and Fundamental Medicine, Siberian Division of Russian Academy of Sciences, Lavrentiev Ave., 8, 630090 Novosibirsk, Russia; (A.S.D.); (P.E.V.); (D.V.P.); (A.G.V.)
- Department of Natural Sciences, Novosibirsk State University, Pirogova St., 2, 630090 Novosibirsk, Russia
| | - Dmitrii V. Pyshnyi
- Institute of Chemical Biology and Fundamental Medicine, Siberian Division of Russian Academy of Sciences, Lavrentiev Ave., 8, 630090 Novosibirsk, Russia; (A.S.D.); (P.E.V.); (D.V.P.); (A.G.V.)
- Department of Natural Sciences, Novosibirsk State University, Pirogova St., 2, 630090 Novosibirsk, Russia
| | - Alya G. Venyaminova
- Institute of Chemical Biology and Fundamental Medicine, Siberian Division of Russian Academy of Sciences, Lavrentiev Ave., 8, 630090 Novosibirsk, Russia; (A.S.D.); (P.E.V.); (D.V.P.); (A.G.V.)
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10
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High throughput sequencing analysis of RNA libraries reveals the influences of initial library and PCR methods on SELEX efficiency. Sci Rep 2016; 6:33697. [PMID: 27652575 PMCID: PMC5031971 DOI: 10.1038/srep33697] [Citation(s) in RCA: 63] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2016] [Accepted: 08/31/2016] [Indexed: 12/25/2022] Open
Abstract
The systemic evolution of ligands by exponential enrichment (SELEX) technique is a powerful and effective aptamer-selection procedure. However, modifications to the process can dramatically improve selection efficiency and aptamer performance. For example, droplet digital PCR (ddPCR) has been recently incorporated into SELEX selection protocols to putatively reduce the propagation of byproducts and avoid selection bias that result from differences in PCR efficiency of sequences within the random library. However, a detailed, parallel comparison of the efficacy of conventional solution PCR versus the ddPCR modification in the RNA aptamer-selection process is needed to understand effects on overall SELEX performance. In the present study, we took advantage of powerful high throughput sequencing technology and bioinformatics analysis coupled with SELEX (HT-SELEX) to thoroughly investigate the effects of initial library and PCR methods in the RNA aptamer identification. Our analysis revealed that distinct “biased sequences” and nucleotide composition existed in the initial, unselected libraries purchased from two different manufacturers and that the fate of the “biased sequences” was target-dependent during selection. Our comparison of solution PCR- and ddPCR-driven HT-SELEX demonstrated that PCR method affected not only the nucleotide composition of the enriched sequences, but also the overall SELEX efficiency and aptamer efficacy.
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11
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Genome Editing by Aptamer-Guided Gene Targeting (AGT). ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2016. [DOI: 10.1007/978-1-4939-3509-3_7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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12
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McKeague M, McConnell EM, Cruz-Toledo J, Bernard ED, Pach A, Mastronardi E, Zhang X, Beking M, Francis T, Giamberardino A, Cabecinha A, Ruscito A, Aranda-Rodriguez R, Dumontier M, DeRosa MC. Analysis of In Vitro Aptamer Selection Parameters. J Mol Evol 2015; 81:150-61. [PMID: 26530075 DOI: 10.1007/s00239-015-9708-6] [Citation(s) in RCA: 102] [Impact Index Per Article: 10.2] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2015] [Accepted: 10/22/2015] [Indexed: 10/22/2022]
Abstract
Nucleic acid aptamers are novel molecular recognition tools that offer many advantages compared to their antibody and peptide-based counterparts. However, challenges associated with in vitro selection, characterization, and validation have limited their wide-spread use in the fields of diagnostics and therapeutics. Here, we extracted detailed information about aptamer selection experiments housed in the Aptamer Base, spanning over two decades, to perform the first parameter analysis of conditions used to identify and isolate aptamers de novo. We used information from 492 published SELEX experiments and studied the relationships between the nucleic acid library, target choice, selection methods, experimental conditions, and the affinity of the resulting aptamer candidates. Our findings highlight that the choice of target and selection template made the largest and most significant impact on the success of a de novo aptamer selection. Our results further emphasize the need for improved documentation and more thorough experimentation of SELEX criteria to determine their correlation with SELEX success.
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Affiliation(s)
- Maureen McKeague
- Chemistry Department, Carleton University, 1125 Colonel By Drive, Ottawa, ON, K1S 5B6, Canada
| | - Erin M McConnell
- Chemistry Department, Carleton University, 1125 Colonel By Drive, Ottawa, ON, K1S 5B6, Canada
| | - Jose Cruz-Toledo
- Biology Department, Carleton University, 1125 Colonel By Drive, Ottawa, ON, K1S 5B6, Canada
| | - Elyse D Bernard
- Environmental Health Science and Research Bureau, Health Canada, Tunney's Pasture, Ottawa, ON, K1A 0K9, Canada
| | - Amanda Pach
- Chemistry Department, Carleton University, 1125 Colonel By Drive, Ottawa, ON, K1S 5B6, Canada
| | - Emily Mastronardi
- Chemistry Department, Carleton University, 1125 Colonel By Drive, Ottawa, ON, K1S 5B6, Canada
| | - Xueru Zhang
- Chemistry Department, Carleton University, 1125 Colonel By Drive, Ottawa, ON, K1S 5B6, Canada
| | - Michael Beking
- Chemistry Department, Carleton University, 1125 Colonel By Drive, Ottawa, ON, K1S 5B6, Canada
| | - Tariq Francis
- Chemistry Department, Carleton University, 1125 Colonel By Drive, Ottawa, ON, K1S 5B6, Canada
| | - Amanda Giamberardino
- Chemistry Department, Carleton University, 1125 Colonel By Drive, Ottawa, ON, K1S 5B6, Canada
| | - Ashley Cabecinha
- Chemistry Department, Carleton University, 1125 Colonel By Drive, Ottawa, ON, K1S 5B6, Canada
| | - Annamaria Ruscito
- Chemistry Department, Carleton University, 1125 Colonel By Drive, Ottawa, ON, K1S 5B6, Canada
| | - Rocio Aranda-Rodriguez
- Environmental Health Science and Research Bureau, Health Canada, Tunney's Pasture, Ottawa, ON, K1A 0K9, Canada
| | - Michel Dumontier
- Biology Department, Carleton University, 1125 Colonel By Drive, Ottawa, ON, K1S 5B6, Canada. .,Stanford Center for Biomedical Informatics Research, Department of Medicine, Stanford University, Stanford, CA, 94305, USA.
| | - Maria C DeRosa
- Chemistry Department, Carleton University, 1125 Colonel By Drive, Ottawa, ON, K1S 5B6, Canada.
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13
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Best K, Oakes T, Heather JM, Shawe-Taylor J, Chain B. Computational analysis of stochastic heterogeneity in PCR amplification efficiency revealed by single molecule barcoding. Sci Rep 2015; 5:14629. [PMID: 26459131 PMCID: PMC4602216 DOI: 10.1038/srep14629] [Citation(s) in RCA: 51] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2014] [Accepted: 09/02/2015] [Indexed: 12/22/2022] Open
Abstract
The polymerase chain reaction (PCR) is one of the most widely used techniques in molecular biology. In combination with High Throughput Sequencing (HTS), PCR is widely used to quantify transcript abundance for RNA-seq, and in the context of analysis of T and B cell receptor repertoires. In this study, we combine DNA barcoding with HTS to quantify PCR output from individual target molecules. We develop computational tools that simulate both the PCR branching process itself, and the subsequent subsampling which typically occurs during HTS sequencing. We explore the influence of different types of heterogeneity on sequencing output, and compare them to experimental results where the efficiency of amplification is measured by barcodes uniquely identifying each molecule of starting template. Our results demonstrate that the PCR process introduces substantial amplification heterogeneity, independent of primer sequence and bulk experimental conditions. This heterogeneity can be attributed both to inherited differences between different template DNA molecules, and the inherent stochasticity of the PCR process. The results demonstrate that PCR heterogeneity arises even when reaction and substrate conditions are kept as constant as possible, and therefore single molecule barcoding is essential in order to derive reproducible quantitative results from any protocol combining PCR with HTS.
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Affiliation(s)
- Katharine Best
- Division of Infection and Immunity, UCL, London
- CoMPLEX, UCL, London
| | | | | | | | - Benny Chain
- Division of Infection and Immunity, UCL, London
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14
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A Highlight of Recent Advances in Aptamer Technology and Its Application. Molecules 2015; 20:11959-80. [PMID: 26133761 PMCID: PMC6331864 DOI: 10.3390/molecules200711959] [Citation(s) in RCA: 212] [Impact Index Per Article: 21.2] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2015] [Revised: 06/23/2015] [Accepted: 06/25/2015] [Indexed: 01/10/2023] Open
Abstract
Aptamers and SELEX (systematic evolution of ligands by exponential enrichment) technology have gained increasing attention over the past 25 years. Despite their functional similarity to protein antibodies, oligonucleotide aptamers have many unique properties that are suitable for clinical applications and industrialization. Aptamers may be superior to antibodies in fields such as biomarker discovery, in vitro and in vivo diagnosis, precisely controlled drug release, and targeted therapy. However, aptamer commercialization has not occurred as quickly as expected, and few aptamer-based products have yet successfully entered clinical and industrial use. Thus, it is important to critically review some technical barriers of aptamer and SELEX technology per se that may impede aptamer development and application. To date, how to rapidly obtain aptamers with superior bioavailability over antibodies remains the key issue. In this review, we discuss different chemical and structural modification strategies aimed to enhance aptamer bioavailability. We also discuss improvements to SELEX process steps to shorten the selection period and improve the SELEX process success rate. Applications in which aptamers are particularly suited and perform differently or superior to antibodies are briefly introduced.
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Abstract
The expression of high-risk human papillomavirus E6 and E7 proteins in most cervical tumors raised a considerable interest in the diagnostic and therapeutic applications of functional oligonucleotides (i.e., DNAzymes, ribozymes, and aptamers) directed against HPV targets. Aptamers are short single-stranded oligonucleotides that specifically recognize a wide variety of molecular targets, including HPV proteins. Here, we describe a protocol for the successful isolation of RNA aptamers directed at the recombinant HPV-16 E7 protein through the application of the SELEX method. Once the nucleic acid sequence of a functional aptamer is determined, large amounts of the oligonucleotide can be produced and modified at low cost and high efficiency. The remarkable affinity and specificity of aptamers for their targets make these molecules the next-generation tool for diagnostics and therapeutics of cervical cancer.
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Ozer A, White BS, Lis JT, Shalloway D. Density-dependent cooperative non-specific binding in solid-phase SELEX affinity selection. Nucleic Acids Res 2013; 41:7167-75. [PMID: 23737446 PMCID: PMC3737557 DOI: 10.1093/nar/gkt477] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023] Open
Abstract
The non-specific binding of undesired ligands to a target is the primary factor limiting the enrichment of tight-binding ligands in affinity selection. Solution-phase non-specific affinity is determined by the free-energy of ligand binding to a single target. However, the solid-phase affinity might be higher if a ligand bound concurrently to multiple adjacent immobilized targets in a cooperative manner. Cooperativity could emerge in this case as a simple consequence of the relationship between the free energy of binding, localization entropy and the spatial distribution of the immobilized targets. We tested this hypothesis using a SELEX experimental design and found that non-specific RNA aptamer ligands can concurrently bind up to four bead-immobilized peptide targets, and that this can increase their effective binding affinity by two orders-of-magnitude. Binding curves were quantitatively explained by a new statistical mechanical model of density-dependent cooperative binding, which relates cooperative binding to both the target concentration and the target surface density on the immobilizing substrate. Target immobilization plays a key role in SELEX and other ligand enrichment methods, particularly in new multiplexed microfluidic purification devices, and these results have strong implications for optimizing their performance.
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Affiliation(s)
- Abdullah Ozer
- Department of Molecular Biology and Genetics, Cornell University, Biotechnology Building, Ithaca, NY 14853,USA
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Blaum BS, Wünsche W, Benie AJ, Kusov Y, Peters H, Gauss-Müller V, Peters T, Sczakiel G. Functional binding of hexanucleotides to 3C protease of hepatitis A virus. Nucleic Acids Res 2012; 40:3042-55. [PMID: 22156376 PMCID: PMC3326307 DOI: 10.1093/nar/gkr1152] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2010] [Revised: 11/09/2011] [Accepted: 11/10/2011] [Indexed: 12/01/2022] Open
Abstract
Oligonucleotides as short as 6 nt in length have been shown to bind specifically and tightly to proteins and affect their biological function. Yet, sparse structural data are available for corresponding complexes. Employing a recently developed hexanucleotide array, we identified hexadeoxyribonucleotides that bind specifically to the 3C protease of hepatitis A virus (HAV 3C(pro)). Inhibition assays in vitro identified the hexanucleotide 5'-GGGGGT-3' (G(5)T) as a 3C(pro) protease inhibitor. Using (1)H NMR spectroscopy, G(5)T was found to form a G-quadruplex, which might be considered as a minimal aptamer. With the help of (1)H, (15)N-HSQC experiments the binding site for G(5)T was located to the C-terminal β-barrel of HAV 3C(pro). Importantly, the highly conserved KFRDI motif, which has previously been identified as putative viral RNA binding site, is not part of the G(5)T-binding site, nor does G(5)T interfere with the binding of viral RNA. Our findings demonstrate that sequence-specific nucleic acid-protein interactions occur with oligonucleotides as small as hexanucleotides and suggest that these compounds may be of pharmaceutical relevance.
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Affiliation(s)
- Bärbel S. Blaum
- Institute of Chemistry, Institute of Molecular Medicine, Institute for Virology and Cell Biology and Institute for Biochemistry, University of Luebeck, Center for Structural and Cell Biology in Medicine (CSCM), Ratzeburger Allee 160, D-23538 Luebeck, Germany
| | - Winfried Wünsche
- Institute of Chemistry, Institute of Molecular Medicine, Institute for Virology and Cell Biology and Institute for Biochemistry, University of Luebeck, Center for Structural and Cell Biology in Medicine (CSCM), Ratzeburger Allee 160, D-23538 Luebeck, Germany
| | - Andrew J. Benie
- Institute of Chemistry, Institute of Molecular Medicine, Institute for Virology and Cell Biology and Institute for Biochemistry, University of Luebeck, Center for Structural and Cell Biology in Medicine (CSCM), Ratzeburger Allee 160, D-23538 Luebeck, Germany
| | - Yuri Kusov
- Institute of Chemistry, Institute of Molecular Medicine, Institute for Virology and Cell Biology and Institute for Biochemistry, University of Luebeck, Center for Structural and Cell Biology in Medicine (CSCM), Ratzeburger Allee 160, D-23538 Luebeck, Germany
| | - Hannelore Peters
- Institute of Chemistry, Institute of Molecular Medicine, Institute for Virology and Cell Biology and Institute for Biochemistry, University of Luebeck, Center for Structural and Cell Biology in Medicine (CSCM), Ratzeburger Allee 160, D-23538 Luebeck, Germany
| | - Verena Gauss-Müller
- Institute of Chemistry, Institute of Molecular Medicine, Institute for Virology and Cell Biology and Institute for Biochemistry, University of Luebeck, Center for Structural and Cell Biology in Medicine (CSCM), Ratzeburger Allee 160, D-23538 Luebeck, Germany
| | - Thomas Peters
- Institute of Chemistry, Institute of Molecular Medicine, Institute for Virology and Cell Biology and Institute for Biochemistry, University of Luebeck, Center for Structural and Cell Biology in Medicine (CSCM), Ratzeburger Allee 160, D-23538 Luebeck, Germany
| | - Georg Sczakiel
- Institute of Chemistry, Institute of Molecular Medicine, Institute for Virology and Cell Biology and Institute for Biochemistry, University of Luebeck, Center for Structural and Cell Biology in Medicine (CSCM), Ratzeburger Allee 160, D-23538 Luebeck, Germany
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Magalhães MLB, Byrom M, Yan A, Kelly L, Li N, Furtado R, Palliser D, Ellington AD, Levy M. A general RNA motif for cellular transfection. Mol Ther 2012; 20:616-24. [PMID: 22233578 PMCID: PMC3294222 DOI: 10.1038/mt.2011.277] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
We have developed a selection scheme to generate nucleic acid sequences that recognize and directly internalize into mammalian cells without the aid of conventional delivery methods. To demonstrate the generality of the technology, two independent selections with different starting pools were performed against distinct target cells. Each selection yielded a single highly functional sequence, both of which folded into a common core structure. This internalization signal can be adapted for use as a general purpose reagent for transfection into a wide variety of cell types including primary cells.
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Affiliation(s)
- Maria L B Magalhães
- Department of Biochemistry, Albert Einstein College of Medicine, Bronx, New York 10461, USA
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