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Ghosh P, Phadte A, Bhojappa B, Palani S, Srivatsan S. Template-independent enzymatic functionalization of DNA oligonucleotides with environment-sensitive nucleotide probes using terminal deoxynucleotidyl transferase. Nucleic Acids Res 2025; 53:gkaf108. [PMID: 40173016 PMCID: PMC11963764 DOI: 10.1093/nar/gkaf108] [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: 09/23/2024] [Revised: 01/10/2025] [Accepted: 02/12/2025] [Indexed: 04/04/2025] Open
Abstract
Given the emerging use of terminal deoxynucleotidyl transferase (TdT) in biotechnology and its clinical potential as a cancer marker and target, the development of a versatile probe system to study its processivity, substrate properties, and inhibition is highly desired. Here, we demonstrate a multilayered application of a series of environment-sensitive fluorescent 2'-deoxynucleotide probes that harness the activity of TdT in accessing site-specifically functionalized DNA oligonucleotides and devising a real-time fluorescence platform to monitor the enzyme activity and identify potential inhibitors. The nucleotides constructed by coupling heterocycles of progressively increasing chemical modifications (selenophene, benzothiophene, benzofuran, and fluorobenzofuran) at the C5 position of 2'-deoxyuridine serve as suitable substrates for TdT, albeit differences in incorporation efficiency. A battery of experiments provided valuable insights into the scope of this functionalization method. It revealed how a fine balance between steric hindrance and stacking interaction between the heterocycle moiety and primer 3'-end nucleobase in the active site modulates the recognition and processing of nucleotides based on their size. Remarkably, the excellent responsiveness of benzofuran-modified dUTP enabled the design of fluorescence assays to estimate TdT activity, and detect nucleotide and non-nucleotide inhibitors. The findings obtained using our probes should significantly advance TdT-based functionalization, diagnostic, and therapeutic strategies.
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Affiliation(s)
- Pulak Ghosh
- Department of Chemistry, Indian Institute of Science Education and Research (IISER), Pune, Dr. Homi Bhabha Road, Pune 411008, India
| | - Apeksha A Phadte
- Department of Chemistry, Indian Institute of Science Education and Research (IISER), Pune, Dr. Homi Bhabha Road, Pune 411008, India
| | - Bindu Bhojappa
- Department of Biochemistry, Division of Biological Sciences, Indian Institute of Science, C.V. Raman Road, Bengaluru 560012, India
| | - Saravanan Palani
- Department of Biochemistry, Division of Biological Sciences, Indian Institute of Science, C.V. Raman Road, Bengaluru 560012, India
| | - Seergazhi G Srivatsan
- Department of Chemistry, Indian Institute of Science Education and Research (IISER), Pune, Dr. Homi Bhabha Road, Pune 411008, India
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2
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Milisavljevic M, Rodriguez TR, Carlson CK, Liu CC, Tyo KEJ. Engineering the Activity of a Template-Independent DNA Polymerase. ACS Synth Biol 2024; 13:2492-2504. [PMID: 39083642 DOI: 10.1021/acssynbio.4c00255] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/02/2024]
Abstract
Enzymatic DNA writing technologies based on the template-independent DNA polymerase terminal deoxynucleotidyl transferase (TdT) have the potential to advance DNA information storage. TdT is unique in its ability to synthesize single-stranded DNA de novo but has limitations, including catalytic inhibition by ribonucleotide presence and slower incorporation rates compared to replicative polymerases. We anticipate that protein engineering can improve, modulate, and tailor the enzyme's properties, but there is limited information on TdT sequence-structure-function relationships to facilitate rational approaches. Therefore, we developed an easily modifiable screening assay that can measure the TdT activity in high-throughput to evaluate large TdT mutant libraries. We demonstrated the assay's capabilities by engineering TdT mutants that exhibit both improved catalytic efficiency and improved activity in the presence of an inhibitor. We screened for and identified TdT variants with greater catalytic efficiency in both selectively incorporating deoxyribonucleotides and in the presence of deoxyribonucleotide/ribonucleotide mixes. Using this information from the screening assay, we rationally engineered other TdT homologues with the same properties. The emulsion-based assay we developed is, to the best of our knowledge, the first high-throughput screening assay that can measure TdT activity quantitatively and without the need for protein purification.
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Affiliation(s)
- Marija Milisavljevic
- Department of Chemical and Biological Engineering, Northwestern University, Evanston, Illinois 60208, United States
- Center for Synthetic Biology, Northwestern University, Evanston, Illinois 60208, United States
| | - Teresa Rojas Rodriguez
- Department of Chemical and Biological Engineering, Northwestern University, Evanston, Illinois 60208, United States
| | - Courtney K Carlson
- Department of Biomedical Engineering, University of California, Irvine, California 92697, United States
- Center for Synthetic Biology, University of California, Irvine, California 92697, United States
| | - Chang C Liu
- Department of Biomedical Engineering, University of California, Irvine, California 92697, United States
- Center for Synthetic Biology, University of California, Irvine, California 92697, United States
| | - Keith E J Tyo
- Department of Chemical and Biological Engineering, Northwestern University, Evanston, Illinois 60208, United States
- Center for Synthetic Biology, Northwestern University, Evanston, Illinois 60208, United States
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Abstract
DNA nanotechnology is a rapidly developing field that uses DNA as a building material for nanoscale structures. Key to the field's development has been the ability to accurately describe the behavior of DNA nanostructures using simulations and other modeling techniques. In this Review, we present various aspects of prediction and control in DNA nanotechnology, including the various scales of molecular simulation, statistical mechanics, kinetic modeling, continuum mechanics, and other prediction methods. We also address the current uses of artificial intelligence and machine learning in DNA nanotechnology. We discuss how experiments and modeling are synergistically combined to provide control over device behavior, allowing scientists to design molecular structures and dynamic devices with confidence that they will function as intended. Finally, we identify processes and scenarios where DNA nanotechnology lacks sufficient prediction ability and suggest possible solutions to these weak areas.
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Affiliation(s)
- Marcello DeLuca
- Thomas Lord Department of Mechanical Engineering and Materials Science, Duke University, Durham, North Carolina 27708, United States
| | - Sebastian Sensale
- Department of Physics, Cleveland State University, Cleveland, Ohio 44115, United States
| | - Po-An Lin
- Thomas Lord Department of Mechanical Engineering and Materials Science, Duke University, Durham, North Carolina 27708, United States
| | - Gaurav Arya
- Thomas Lord Department of Mechanical Engineering and Materials Science, Duke University, Durham, North Carolina 27708, United States
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4
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Ashley J, Potts IG, Olorunniji FJ. Applications of Terminal Deoxynucleotidyl Transferase Enzyme in Biotechnology. Chembiochem 2023; 24:e202200510. [PMID: 36342345 DOI: 10.1002/cbic.202200510] [Citation(s) in RCA: 20] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2022] [Revised: 11/04/2022] [Indexed: 11/09/2022]
Abstract
The use of polymerase enzymes in biotechnology has allowed us to gain unprecedented control over the manipulation of DNA, opening up new and exciting applications in areas such as biosensing, polynucleotide synthesis, and DNA storage, aptamer development and DNA-nanotechnology. One of the most intriguing enzymes which has gained prominence in the last decade is terminal deoxynucleotidyl transferase (TdT), which is one of the only polymerase enzymes capable of catalysing the template independent stepwise addition of nucleotides onto an oligonucleotide chain. This unique enzyme has seen a significant increase in a variety of different applications. In this review, we give a comprehensive discussion of the unique properties and applications of TdT as a biotechnology tool, and the application in the enzymatic synthesis of poly/oligonucleotides. Finally, we look at the increasing role of TdT enzyme in biosensing, DNA storage, synthesis of DNA nanostructures and aptamer development, and give a future outlook for this technology.
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Affiliation(s)
- Jon Ashley
- School of Pharmaceutical and Biomolecular Sciences, Liverpool John Moores University, James Parsons Building, 3 Byrom St, Liverpool, L3 3AF, UK
| | - Indiia G Potts
- School of Pharmaceutical and Biomolecular Sciences, Liverpool John Moores University, James Parsons Building, 3 Byrom St, Liverpool, L3 3AF, UK
| | - Femi J Olorunniji
- School of Pharmaceutical and Biomolecular Sciences, Liverpool John Moores University, James Parsons Building, 3 Byrom St, Liverpool, L3 3AF, UK
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5
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Vacacela J, Schaap‐Johansen A, Manikova P, Marcatili P, Prado M, Sun Y, Ashley J. The Protein‐Templated Synthesis of Enzyme‐Generated Aptamers. Angew Chem Int Ed Engl 2022; 61:e202201061. [PMID: 35167174 PMCID: PMC9314878 DOI: 10.1002/anie.202201061] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2022] [Indexed: 01/15/2023]
Abstract
Inspired by the chemical synthesis of molecularly imprinted polymers, we demonstrated for the first time, the protein‐target mediated synthesis of enzyme‐generated aptamers (EGAs). We prepared pre‐polymerisation mixtures containing different ratios of nucleotides, an initiator sequence and protein template and incubated each mixture with terminal deoxynucleotidyl transferase (TdT). Upon purification and rebinding of the EGAs against the target, we observed an enhancement in binding of templated‐EGAs towards the target compared to a non‐templated control. These results demonstrate the presence of two primary mechanisms for the formation of EGAs, namely, the binding of random sequences to the target as observed in systematic evolution of ligands by exponential enrichment (SELEX) and the dynamic competition between TdT enzyme and the target protein for binding of EGAs during synthesis. The latter mechanism serves to increase the stringency of EGA‐based screening and represents a new way to develop aptamers that relies on rational design.
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Affiliation(s)
- Julio Vacacela
- Department of Health Technology Technical University of Denmark Ørsteds Pl. 345C Kgs. Lyngby 2800 Denmark
| | - Anna‐Lisa Schaap‐Johansen
- Department of Health Technology Technical University of Denmark Ørsteds Pl. 345C Kgs. Lyngby 2800 Denmark
| | - Patricia Manikova
- Department of Health Technology Technical University of Denmark Ørsteds Pl. 345C Kgs. Lyngby 2800 Denmark
| | - Paolo Marcatili
- Department of Health Technology Technical University of Denmark Ørsteds Pl. 345C Kgs. Lyngby 2800 Denmark
| | - Marta Prado
- International Iberian Nanotechnology Laboratory (INL) Av. Mestre José Veiga Braga 4715-330 Portugal
| | - Yi Sun
- Department of Health Technology Technical University of Denmark Ørsteds Pl. 345C Kgs. Lyngby 2800 Denmark
| | - Jon Ashley
- Department of Health Technology Technical University of Denmark Ørsteds Pl. 345C Kgs. Lyngby 2800 Denmark
- School of Pharmacy and Biomolecular Sciences Liverpool John Moores University Byrom Street Liverpool L3 3AF UK
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6
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Vacacela J, Schaap‐Johansen A, Manikova P, Marcatili P, Prado M, Sun Y, Ashley J. The Protein‐Templated Synthesis of Enzyme‐Generated Aptamers. Angew Chem Int Ed Engl 2022. [DOI: 10.1002/ange.202201061] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Affiliation(s)
- Julio Vacacela
- Department of Health Technology Technical University of Denmark Ørsteds Pl. 345C Kgs. Lyngby 2800 Denmark
| | - Anna‐Lisa Schaap‐Johansen
- Department of Health Technology Technical University of Denmark Ørsteds Pl. 345C Kgs. Lyngby 2800 Denmark
| | - Patricia Manikova
- Department of Health Technology Technical University of Denmark Ørsteds Pl. 345C Kgs. Lyngby 2800 Denmark
| | - Paolo Marcatili
- Department of Health Technology Technical University of Denmark Ørsteds Pl. 345C Kgs. Lyngby 2800 Denmark
| | - Marta Prado
- International Iberian Nanotechnology Laboratory (INL) Av. Mestre José Veiga Braga 4715-330 Portugal
| | - Yi Sun
- Department of Health Technology Technical University of Denmark Ørsteds Pl. 345C Kgs. Lyngby 2800 Denmark
| | - Jon Ashley
- Department of Health Technology Technical University of Denmark Ørsteds Pl. 345C Kgs. Lyngby 2800 Denmark
- School of Pharmacy and Biomolecular Sciences Liverpool John Moores University Byrom Street Liverpool L3 3AF UK
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7
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Simon M, Prause A, Zauscher S, Gradzielski M. Self-Assembled Single-Stranded DNA Nano-Networks in Solution and at Surfaces. Biomacromolecules 2022; 23:1242-1250. [PMID: 35176851 DOI: 10.1021/acs.biomac.1c01493] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
We studied the directed self-assembly of two types of complementary single-stranded DNA (ssDNA) strands [i.e., poly(dA) and poly(dT)] into more complex, organized, and percolating networks in dilute solutions and at surfaces. Understanding ssDNA self-assembly into 2D networks on surfaces is important for the use of such networks in the fabrication of well-defined nanotechnological devices, as, for instance, required in nanoelectronics or for biosensing. To control the formation of 2D networks on surfaces, it is important to know whether DNA assemblies are formed already in dilute solutions or only during the drying/immobilization process at the surface, where the concentration automatically increases. Fluorescence cross-correlation spectroscopy clearly shows the presence of larger DNA complexes in mixed poly(dA) and poly(dT) solutions already at very low DNA concentrations (<1 nM), that is, well below the overlap concentration. Here, we describe for the first time such supramolecular complexes in solution and how their structure depends on the ssDNA length and concentration and ionic strength. Hence, future attempts to control such networks should also focus on network precursors in solution and not only on their immobilization on surfaces.
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Affiliation(s)
- Miriam Simon
- Stranski-Laboratorium für Physikalische und Theoretische Chemie, Institut für Chemie, Technische Universität Berlin, Berlin D-10623, Germany.,Department of Material Engineering and Material Science, Duke University, Durham, North Carolina 27708, United States.,Department of Chemical Engineering and the Russell Berrie Nanotechnolgy Institute (RBNI), Technion-Israel Institute of Technology, Haifa, Israel 3200003, Israel
| | - Albert Prause
- Stranski-Laboratorium für Physikalische und Theoretische Chemie, Institut für Chemie, Technische Universität Berlin, Berlin D-10623, Germany
| | - Stefan Zauscher
- Department of Material Engineering and Material Science, Duke University, Durham, North Carolina 27708, United States
| | - Michael Gradzielski
- Stranski-Laboratorium für Physikalische und Theoretische Chemie, Institut für Chemie, Technische Universität Berlin, Berlin D-10623, Germany
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8
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Yang Y, Lu Q, Huang C, Qian H, Zhang Y, Deshpande S, Arya G, Ke Y, Zauscher S. Programmable Site‐Specific Functionalization of DNA Origami with Polynucleotide Brushes. Angew Chem Int Ed Engl 2021. [DOI: 10.1002/ange.202107829] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Affiliation(s)
- Yunqi Yang
- Department of Mechanical Engineering and Materials Science Duke University Durham NC 27708 USA
| | - Qinyi Lu
- Department of Chemistry Emory University Atlanta GA 30322 USA
| | - Chao‐Min Huang
- Department of Mechanical Engineering and Materials Science Duke University Durham NC 27708 USA
| | - Hongji Qian
- Department of Biomedical Engineering Duke University Durham NC 27708 USA
| | - Yunlong Zhang
- Department of Chemistry Emory University Atlanta GA 30322 USA
| | - Sonal Deshpande
- Department of Biomedical Engineering Duke University Durham NC 27708 USA
| | - Gaurav Arya
- Department of Mechanical Engineering and Materials Science Duke University Durham NC 27708 USA
| | - Yonggang Ke
- Department of Biomedical Engineering Georgia Institute of Technology and Emory University Atlanta GA 30322 USA
| | - Stefan Zauscher
- Department of Mechanical Engineering and Materials Science Duke University Durham NC 27708 USA
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9
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Yang Y, Lu Q, Huang CM, Qian H, Zhang Y, Deshpande S, Arya G, Ke Y, Zauscher S. Programmable site-specific functionalization of DNA origami with polynucleotide brushes. Angew Chem Int Ed Engl 2021; 60:23241-23247. [PMID: 34302317 DOI: 10.1002/anie.202107829] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2021] [Indexed: 11/11/2022]
Abstract
Combining surface-initiated, TdT (terminal deoxynucleotidyl transferase) catalyzed enzymatic polymerization (SI-TcEP) with precisely engineered DNA origami nanostructures (DONs) presents an innovative pathway for the generation of stable, polynucleotide brush-functionalized origami nanostructures. We demonstrate that SI-TcEP can site-specifically pattern DONs with brushes containing both natural and non-natural nucleotides. The brush functionalization can be precisely controlled in terms of the location of initiation sites on the origami core and the brush height and composition. Coarse-grained simulations predict the conformation of the brush-functionalized DONs that agree well with the experimentally observed morphologies. We find that polynucleotide brush-functionalization increases the nuclease resistance of DONs significantly, and that this stability can be spatially programmed through the site-specific growth of polynucleotide brushes. The ability to site-specifically decorate DONs with brushes of natural and non-natural nucleotides provides access to a large range of functionalized DON architectures that would allow for further supramolecular assembly, and for potential applications in smart nanoscale delivery systems.
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Affiliation(s)
- Yunqi Yang
- Duke University, Mechanical Engineering and Materials Science, 101 Science Dr, Hudson Hall Room 144, 27708, Durham, UNITED STATES
| | - Qinyi Lu
- Emory University, Chemistry, UNITED STATES
| | - Chao-Min Huang
- Duke University, Mechanical Engineering and Materials Science, UNITED STATES
| | - Hongji Qian
- Duke University, Biomedical Engineering, UNITED STATES
| | | | | | - Gaurav Arya
- Duke University, Mechanical Engineering and Materials Science, UNITED STATES
| | - Yonggang Ke
- Georgia Tech: Georgia Institute of Technology, Biomedical Engineering, UNITED STATES
| | - Stefan Zauscher
- Duke University, Mechanical Engineering and Materials Science, 144 Hudson Hall, Box 90300, 27708, Durham, UNITED STATES
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10
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Levi-Acobas F, Röthlisberger P, Sarac I, Marlière P, Herdewijn P, Hollenstein M. On the Enzymatic Formation of Metal Base Pairs with Thiolated and pK a -Perturbed Nucleotides. Chembiochem 2019; 20:3032-3040. [PMID: 31216100 DOI: 10.1002/cbic.201900399] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2019] [Indexed: 12/15/2022]
Abstract
The formation of artificial metal base pairs is an alluring and versatile method for the functionalization of nucleic acids. Access to DNA functionalized with metal base pairs is granted mainly by solid-phase synthesis. An alternative, yet underexplored method, envisions the installation of metal base pairs through the polymerization of modified nucleoside triphosphates. Herein, we have explored the possibility of using thiolated and pKa -perturbed nucleotides for the enzymatic construction of artificial metal base pairs. The thiolated nucleotides S2C, S6G, and S4T as well as the fluorinated analogue 5FU are readily incorporated opposite a templating S4T nucleotide through the guidance of metal cations. Multiple incorporation of the modified nucleotides along with polymerase bypass of the unnatural base pairs are also possible under certain conditions. The thiolated nucleotides S4T, S4T, S2C, and S6G were also shown to be compatible with the synthesis of modified, high molecular weight single-stranded (ss)DNA products through TdT-mediated tailing reactions. Thus, sulfur-substitution and pKa perturbation represent alternative strategies for the design of modified nucleotides compatible with the enzymatic construction of metal base pairs.
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Affiliation(s)
- Fabienne Levi-Acobas
- Laboratory for Bioorganic Chemistry of Nucleic Acids, Department of Structural Biology and Chemistry, Institut Pasteur, CNRS UMR3523, 28, rue du Docteur Roux, 75724, Paris Cedex 15, France
| | - Pascal Röthlisberger
- Laboratory for Bioorganic Chemistry of Nucleic Acids, Department of Structural Biology and Chemistry, Institut Pasteur, CNRS UMR3523, 28, rue du Docteur Roux, 75724, Paris Cedex 15, France
| | - Ivo Sarac
- Laboratory for Bioorganic Chemistry of Nucleic Acids, Department of Structural Biology and Chemistry, Institut Pasteur, CNRS UMR3523, 28, rue du Docteur Roux, 75724, Paris Cedex 15, France
| | - Philippe Marlière
- University of Paris Saclay, CNRS, iSSB, UEVE, Genopole, 5 Rue Henri Desbruères, 91030, Evry, France
| | - Piet Herdewijn
- Department of Medicinal Chemistry, Institute for Medical Research, KU Leuven, Herestraat, 49, Leuven, 3000, Belgium
| | - Marcel Hollenstein
- Laboratory for Bioorganic Chemistry of Nucleic Acids, Department of Structural Biology and Chemistry, Institut Pasteur, CNRS UMR3523, 28, rue du Docteur Roux, 75724, Paris Cedex 15, France
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11
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Sarac I, Hollenstein M. Terminal Deoxynucleotidyl Transferase in the Synthesis and Modification of Nucleic Acids. Chembiochem 2019; 20:860-871. [PMID: 30451377 DOI: 10.1002/cbic.201800658] [Citation(s) in RCA: 64] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2018] [Indexed: 12/26/2022]
Abstract
The terminal deoxynucleotidyl transferase (TdT) belongs to the X family of DNA polymerases. This unusual polymerase catalyzes the template-independent addition of random nucleotides on 3'-overhangs during V(D)J recombination. The biological function and intrinsic biochemical properties of the TdT have spurred the development of numerous oligonucleotide-based tools and methods, especially if combined with modified nucleoside triphosphates. Herein, we summarize the different applications stemming from the incorporation of modified nucleotides by the TdT. The structural, mechanistic, and biochemical properties of this polymerase are also discussed.
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Affiliation(s)
- Ivo Sarac
- Laboratory for Bioorganic Chemistry of Nucleic Acids, Department of Structural Biology and Chemistry, Institut Pasteur, CNRS UMR3523, 28, rue du Docteur Roux, 75724, Paris Cedex 15, France
| | - Marcel Hollenstein
- Laboratory for Bioorganic Chemistry of Nucleic Acids, Department of Structural Biology and Chemistry, Institut Pasteur, CNRS UMR3523, 28, rue du Docteur Roux, 75724, Paris Cedex 15, France
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