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Ivanov YD, Ableev AN, Shumov ID, Ivanova IA, Vaulin NV, Lebedev DV, Bukatin AS, Mukhin IS, Archakov AI. Registration of Functioning of a Single Horseradish Peroxidase Macromolecule with a Solid-State Nanopore. Int J Mol Sci 2023; 24:15636. [PMID: 37958620 PMCID: PMC10647385 DOI: 10.3390/ijms242115636] [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] [Received: 08/15/2023] [Revised: 09/22/2023] [Accepted: 09/26/2023] [Indexed: 11/15/2023] Open
Abstract
Currently, nanopore-based technology for the determination of the functional activity of single enzyme molecules continues its development. The use of natural nanopores for studying single enzyme molecules is known. At that, the approach utilizing artificial solid-state nanopores is also promising but still understudied. Herein, we demonstrate the use of a nanotechnology-based approach for the investigation of the enzymatic activity of a single molecule of horseradish peroxidase with a solid-state nanopore. The artificial 5 nm solid-state nanopore has been formed in a 40 nm thick silicon nitride structure. A single molecule of HRP has been entrapped into the nanopore. The activity of the horseradish peroxidase (HRP) enzyme molecule inserted in the nanopore has been monitored by recording the time dependence of the ion current through the nanopore in the course of the reaction of 2,2'-azino-bis(3-ethylbenzothiazoline-6-sulfonate) (ABTS) oxidation reaction. We have found that in the process of ABTS oxidation in the presence of 2.5 mM hydrogen peroxide, individual HRP enzyme molecules are able to retain activity for approximately 700 s before a decrease in the ion current through the nanopore, which can be explained by structural changes of the enzyme.
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Affiliation(s)
- Yuri D. Ivanov
- Institute of Biomedical Chemistry, 10, Pogodinskaya St., Moscow 119121, Russia; (A.N.A.); (I.D.S.); (I.A.I.); (A.I.A.)
| | - Alexander N. Ableev
- Institute of Biomedical Chemistry, 10, Pogodinskaya St., Moscow 119121, Russia; (A.N.A.); (I.D.S.); (I.A.I.); (A.I.A.)
| | - Ivan D. Shumov
- Institute of Biomedical Chemistry, 10, Pogodinskaya St., Moscow 119121, Russia; (A.N.A.); (I.D.S.); (I.A.I.); (A.I.A.)
| | - Irina A. Ivanova
- Institute of Biomedical Chemistry, 10, Pogodinskaya St., Moscow 119121, Russia; (A.N.A.); (I.D.S.); (I.A.I.); (A.I.A.)
| | - Nikita V. Vaulin
- Laboratory of Renewable Energy Sources, St. Petersburg Academic University, 8/3, Khlopina st., St. Petersburg 194021, Russia; (N.V.V.); (D.V.L.); (A.S.B.); (I.S.M.)
- Institute for Analytical Instrumentation RAS, 31-33 Lit. A, Ivana Chernykh St., St. Petersburg 198095, Russia
| | - Denis V. Lebedev
- Laboratory of Renewable Energy Sources, St. Petersburg Academic University, 8/3, Khlopina st., St. Petersburg 194021, Russia; (N.V.V.); (D.V.L.); (A.S.B.); (I.S.M.)
- Institute for Analytical Instrumentation RAS, 31-33 Lit. A, Ivana Chernykh St., St. Petersburg 198095, Russia
- Institute of Chemistry, Saint Petersburg State University, 7/9, Universitetskaya Nab., St. Petersburg 199034, Russia
| | - Anton S. Bukatin
- Laboratory of Renewable Energy Sources, St. Petersburg Academic University, 8/3, Khlopina st., St. Petersburg 194021, Russia; (N.V.V.); (D.V.L.); (A.S.B.); (I.S.M.)
- Institute for Analytical Instrumentation RAS, 31-33 Lit. A, Ivana Chernykh St., St. Petersburg 198095, Russia
| | - Ivan S. Mukhin
- Laboratory of Renewable Energy Sources, St. Petersburg Academic University, 8/3, Khlopina st., St. Petersburg 194021, Russia; (N.V.V.); (D.V.L.); (A.S.B.); (I.S.M.)
- Higher School of Engineering Physics, Peter the Great Polytechnic University, 26, Polytehnicheskaya St., St. Petersburg 194021, Russia
| | - Alexander I. Archakov
- Institute of Biomedical Chemistry, 10, Pogodinskaya St., Moscow 119121, Russia; (A.N.A.); (I.D.S.); (I.A.I.); (A.I.A.)
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Wei X, Penkauskas T, Reiner JE, Kennard C, Uline MJ, Wang Q, Li S, Aksimentiev A, Robertson JW, Liu C. Engineering Biological Nanopore Approaches toward Protein Sequencing. ACS NANO 2023; 17:16369-16395. [PMID: 37490313 PMCID: PMC10676712 DOI: 10.1021/acsnano.3c05628] [Citation(s) in RCA: 13] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/26/2023]
Abstract
Biotechnological innovations have vastly improved the capacity to perform large-scale protein studies, while the methods we have for identifying and quantifying individual proteins are still inadequate to perform protein sequencing at the single-molecule level. Nanopore-inspired systems devoted to understanding how single molecules behave have been extensively developed for applications in genome sequencing. These nanopore systems are emerging as prominent tools for protein identification, detection, and analysis, suggesting realistic prospects for novel protein sequencing. This review summarizes recent advances in biological nanopore sensors toward protein sequencing, from the identification of individual amino acids to the controlled translocation of peptides and proteins, with attention focused on device and algorithm development and the delineation of molecular mechanisms with the aid of simulations. Specifically, the review aims to offer recommendations for the advancement of nanopore-based protein sequencing from an engineering perspective, highlighting the need for collaborative efforts across multiple disciplines. These efforts should include chemical conjugation, protein engineering, molecular simulation, machine-learning-assisted identification, and electronic device fabrication to enable practical implementation in real-world scenarios.
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Affiliation(s)
- Xiaojun Wei
- Biomedical Engineering Program, University of South Carolina, Columbia, SC 29208, United States
- Department of Chemical Engineering, University of South Carolina, Columbia, SC 29208, United States
| | - Tadas Penkauskas
- Biophysics and Biomedical Measurement Group, Microsystems and Nanotechnology Division, National Institute of Standards and Technology, Gaithersburg, MD 20899, United States
- School of Engineering, Brown University, Providence, RI 02912, United States
| | - Joseph E. Reiner
- Department of Physics, Virginia Commonwealth University, Richmond, VA 23284, United States
| | - Celeste Kennard
- Biomedical Engineering Program, University of South Carolina, Columbia, SC 29208, United States
| | - Mark J. Uline
- Biomedical Engineering Program, University of South Carolina, Columbia, SC 29208, United States
- Department of Chemical Engineering, University of South Carolina, Columbia, SC 29208, United States
| | - Qian Wang
- Department of Chemistry and Biochemistry, University of South Carolina, Columbia, SC 29208, United States
| | - Sheng Li
- School of Data Science, University of Virginia, Charlottesville, VA 22903, United States
| | - Aleksei Aksimentiev
- Department of Physics and Beckman Institute for Advanced Science and Technology, University of Illinois at Urbana-Champaign, Urbana, IL 61801, United States
| | - Joseph W.F. Robertson
- Biophysics and Biomedical Measurement Group, Microsystems and Nanotechnology Division, National Institute of Standards and Technology, Gaithersburg, MD 20899, United States
| | - Chang Liu
- Biomedical Engineering Program, University of South Carolina, Columbia, SC 29208, United States
- Department of Chemical Engineering, University of South Carolina, Columbia, SC 29208, United States
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Enzymology on an Electrode and in a Nanopore: Analysis Algorithms, Enzyme Kinetics, and Perspectives. BIONANOSCIENCE 2022. [DOI: 10.1007/s12668-022-01037-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/14/2022]
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