1
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Giribet CG. IPPP-CLOPPA Analysis of the Hydrogen Bonds of the Adenine-Thymine Base Pair. Is C-H···O the Third Hydrogen Bond? J Phys Chem A 2024; 128:7568-7580. [PMID: 39190865 DOI: 10.1021/acs.jpca.4c03817] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/29/2024]
Abstract
The IPPP-CLOPPA method is applied to investigate the feasibility of the C-H···O moiety as a third hydrogen bond in the adenine-thymine base pair, and the role of this intermolecular contact in its stability. For this purpose, an analysis of the interaction energy and the potential energy of the protons of the "conventional" intermolecular hydrogen bonds and the "unconventional" C-H···O contact is performed, in order to assess how much they contribute to the intermolecular stabilization energy of the base pair. On the same grounds, this study is complemented by the analysis of the molecular electric dipolar polarizability of the hydrogen bond moieties, in order to determine the information that this property can give about the electronic mechanisms that affect the stabilization of the hydrogen bonds, the influence of the π system on each one, and the cooperativity effects among them. The results obtained seem to confirm that the C-H···O moiety contributes to the stability of the adenine-thymine pair almost as much as the "conventional" hydrogen bonds do. Besides, this stabilization effect is strengthened by cooperativity between hydrogen bonds and, particularly and mostly, with the π system.
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Affiliation(s)
- Claudia G Giribet
- Universidad de Buenos Aires, Facultad de Ciencias Exactas y Naturales, Departamento de Física, Buenos Aires 1428, Argentina
- CONICET, Universidad de Buenos Aires, Instituto de Física de Buenos Aires (IFIBA), Buenos Aires 1428, Argentina
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2
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Peluso P, Chankvetadze B. Recent developments in molecular modeling tools and applications related to pharmaceutical and biomedical research. J Pharm Biomed Anal 2024; 238:115836. [PMID: 37939549 DOI: 10.1016/j.jpba.2023.115836] [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: 08/05/2023] [Revised: 09/21/2023] [Accepted: 10/30/2023] [Indexed: 11/10/2023]
Abstract
In modern pharmaceutical and biomedical research, molecular modeling represents a useful tool to explore processes and their mechanistic bases at the molecular level. Integrating experimental and virtual analysis is a fruitful approach to study ligand-receptor interaction in chemical, biochemical and biological environments. In these fields, molecular docking and molecular dynamics are considered privileged techniques for modeling (bio)macromolecules and related complexes. This review aims to present the current landscape of molecular modeling in pharmaceutical and biomedical research by examining selected representative applications published in the last years and highlighting current topics and trends of this field. Thus, a systematic compilation of all published literature has not been attempted herein. After a brief overview of the main theoretical and computational tools used to investigate mechanisms at molecular level, recent applications of molecular modeling in drug discovery, ligand binding and for studying protein conformation and function will be discussed. Furthermore, specific sections will be devoted to the application of molecular modeling for unravelling enantioselective mechanisms underlying the enantioseparation of chiral compounds of pharmaceutical and biomedical interest as well as for studying new forms of noncovalent interactivity identified in biochemical and biological environments. The general aim of this review is to provide the reader with a modern overview of the topic, highlighting advancements and outlooks as well as drawbacks and pitfalls still affecting the applicability of theoretical and computational methods in the field of pharmaceutical and biomedical research.
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Affiliation(s)
- Paola Peluso
- Istituto di Chimica Biomolecolare ICB-CNR, Sede secondaria di Sassari, Traversa La Crucca 3, Regione Baldinca, Li Punti, 07100 Sassari, Italy.
| | - Bezhan Chankvetadze
- Institute of Physical and Analytical Chemistry, School of Exact and Natural Sciences, Tbilisi State University, Chavchavadze Ave 3, 0179 Tbilisi, Georgia
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3
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Silva RAL, da Silva Filho DA, Moberg ME, Pappenfus TM, Janzen DE. Halogen Interactions in Halogenated Oxindoles: Crystallographic and Computational Investigations of Intermolecular Interactions. Molecules 2021; 26:molecules26185487. [PMID: 34576963 PMCID: PMC8464904 DOI: 10.3390/molecules26185487] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2021] [Revised: 09/01/2021] [Accepted: 09/06/2021] [Indexed: 11/16/2022] Open
Abstract
X-ray structural determinations and computational studies were used to investigate halogen interactions in two halogenated oxindoles. Comparative analyses of the interaction energy and the interaction properties were carried out for Br···Br, C-H···Br, C-H···O and N-H···O interactions. Employing Møller-Plesset second-order perturbation theory (MP2) and density functional theory (DFT), the basis set superposition error (BSSE) corrected interaction energy (Eint(BSSE)) was determined using a supramolecular approach. The Eint(BSSE) results were compared with interaction energies obtained by Quantum Theory of Atoms in Molecules (QTAIM)-based methods. Reduced Density Gradient (RDG), QTAIM and Natural bond orbital (NBO) calculations provided insight into possible pathways for the intermolecular interactions examined. Comparative analysis employing the electron density at the bond critical points (BCP) and molecular electrostatic potential (MEP) showed that the interaction energies and the relative orientations of the monomers in the dimers may in part be understood in light of charge redistribution in these two compounds.
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Affiliation(s)
- Rodrigo A. Lemos Silva
- Institute of Physics, University of Brasilia, Brasilia 70910-900, Brazil; (R.A.L.S.); (D.A.d.S.F.)
| | - Demetrio A. da Silva Filho
- Institute of Physics, University of Brasilia, Brasilia 70910-900, Brazil; (R.A.L.S.); (D.A.d.S.F.)
- International Center for Condensed Matter Physics, University of Brasilia, CP 04455, Brasilia 70919-970, Brazil
| | - Megan E. Moberg
- Department of Chemistry & Biochemistry, St. Catherine University, St. Paul, MN 55105, USA;
| | - Ted M. Pappenfus
- Division of Science and Mathematics, University of Minnesota, Morris, MN 56267, USA;
| | - Daron E. Janzen
- Department of Chemistry & Biochemistry, St. Catherine University, St. Paul, MN 55105, USA;
- Correspondence:
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4
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Fick RJ, Liu AY, Nussbaumer F, Kreutz C, Rangadurai A, Xu Y, Sommer RD, Shi H, Scheiner S, Stelling AL. Probing the Hydrogen-Bonding Environment of Individual Bases in DNA Duplexes with Isotope-Edited Infrared Spectroscopy. J Phys Chem B 2021; 125:7613-7627. [PMID: 34236202 PMCID: PMC8311644 DOI: 10.1021/acs.jpcb.1c01351] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
Abstract
![]()
Measuring the strength
of the hydrogen bonds between DNA base pairs
is of vital importance for understanding how our genetic code is physically
accessed and recognized in cells, particularly during replication
and transcription. Therefore, it is important to develop probes for
these key hydrogen bonds (H-bonds) that dictate events critical to
cellular function, such as the localized melting of DNA. The vibrations
of carbonyl bonds are well-known probes of their H-bonding environment,
and their signals can be observed with infrared (IR) spectroscopy.
Yet, pinpointing a single bond of interest in the complex IR spectrum
of DNA is challenging due to the large number of carbonyl signals
that overlap with each other. Here, we develop a method using isotope
editing and infrared (IR) spectroscopy to isolate IR signals from
the thymine (T) C2=O carbonyl. We use solvatochromatic studies
to show that the TC2=O signal’s position in the IR spectrum
is sensitive to the H-bonding capacity of the solvent. Our results
indicate that C2=O of a single T base within DNA duplexes experiences
weak H-bonding interactions. This finding is consistent with the existence
of a third, noncanonical CH···O H-bond between adenine
and thymine in both Watson–Crick and Hoogsteen base pairs in
DNA.
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Affiliation(s)
- Robert J Fick
- Department of Chemistry and Biochemistry, The University of Texas at Dallas, Richardson, Texas 75080, United States
| | - Amy Y Liu
- Department of Biochemistry, Duke University Medical Center, Durham, North Carolina 27710, United States
| | - Felix Nussbaumer
- Institute of Organic Chemistry and Center for Molecular Biosciences Innsbruck (CMBI), University of Innsbruck, Innsbruck 6020, Austria
| | - Christoph Kreutz
- Institute of Organic Chemistry and Center for Molecular Biosciences Innsbruck (CMBI), University of Innsbruck, Innsbruck 6020, Austria
| | - Atul Rangadurai
- Department of Biochemistry, Duke University Medical Center, Durham, North Carolina 27710, United States
| | - Yu Xu
- Department of Chemistry, Duke University, Durham, North Carolina 27710, United States
| | - Roger D Sommer
- Molecular Education, Technology, and Research Innovation Center, North Carolina State University, Raleigh, North Carolina 27695, United States
| | - Honglue Shi
- Department of Chemistry, Duke University, Durham, North Carolina 27710, United States
| | - Steve Scheiner
- Department of Chemistry and Biochemistry, Utah State University, Logan, Utah 84322, United States
| | - Allison L Stelling
- Department of Chemistry and Biochemistry, The University of Texas at Dallas, Richardson, Texas 75080, United States.,Department of Biochemistry, Duke University Medical Center, Durham, North Carolina 27710, United States
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5
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Theoretical study of hydrogen bonds and electronic properties in hexagonal arrangements composed of self-assembled DNA analogues. Struct Chem 2020. [DOI: 10.1007/s11224-020-01545-5] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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6
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The Volumetric Source Function: Looking Inside van der Waals Interactions. Sci Rep 2020; 10:7816. [PMID: 32385337 PMCID: PMC7210285 DOI: 10.1038/s41598-020-64261-4] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2020] [Accepted: 04/14/2020] [Indexed: 01/23/2023] Open
Abstract
The study of van der Waals interactions plays a central role in the understanding of bonding across a range of biological, chemical and physical phenomena. The presence of van der Waals interactions can be identified through analysis of the reduced density gradient, a fundamental parameter at the core of Density Functional Theory. An extension of Bader’s Quantum Theory of Atoms in Molecules is developed here through combination with the analysis of the reduced density gradient. Through this development, a new quantum chemical topological tool is presented: the volumetric source function. This technique allows insight into the atomic composition of van der Waals interactions, offering the first route towards applying the highly successful source function to these disperse interactions. A new algorithm has been implemented in the open-source code, CRITIC2, and tested on acetone, adipic and maleic acids molecular crystals, each stabilized by van der Waals interactions. This novel technique for studying van der Waals interactions at an atomic level offers unprecedented opportunities in the fundamental study of intermolecular interactions and molecular design for crystal engineering, drug design and bio-macromolecular processes.
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7
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Levina EO, Khrenova MG, Astakhov AA, Tsirelson VG. Revealing electronic features governing hydrolysis of cephalosporins in the active site of the L1 metallo-β-lactamase. RSC Adv 2020; 10:8664-8676. [PMID: 35496524 PMCID: PMC9050041 DOI: 10.1039/c9ra10649a] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2019] [Accepted: 02/14/2020] [Indexed: 11/21/2022] Open
Abstract
The QM/MM simulations followed by electron density feature analysis are carried out to deepen the understanding of the reaction mechanism of cephalosporin hydrolysis in the active site of the L1 metallo-β-lactamase. The differences in reactivity of ten similar cephalosporin compounds are explained by using an extended set of bonding descriptors. The limiting step of the reaction is characterized by the proton transfer to the nitrogen atom of the cephalosporin thiazine ring accompanied with formation of the C4
Created by potrace 1.16, written by Peter Selinger 2001-2019
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C3 double bond in its N–C4–C3 fragment. The temporary N⋯H–Ow hydrogen bond, which is formed in the transition state of the limiting step of the reaction was recognized as a key atomic interaction governing the reactivity of various cephalosporins. Non-local real-space bonding descriptors show that different extent of localization of electron lone pair at N atom in the transition state affect the reactivity of compounds: smaller electron localization is typical for the less reactive species. In particular, the Fermi hole analysis shows how exchange electron correlation in the N⋯H–Ow fragment control electron lone pair localization. Delocalization tensor, linear response kernel and source function indicate that features of electron delocalization in the N–C4–C3 fragment of cephalosporins in the transition state complexes determine the differences in C4–C3 bond for substrates with high and low rate constants. The C4–C3 bond of the N–C4–C3 fragment at the transition state is similar to that of the preceding intermediate for the less reactive species and resembles the features of the enzyme–product complex for more reactive compounds. The power and limitations of the descriptors applied for solving the problem are discussed and the generality of approach is stressed. Combination of QM/MM and modern bonding descriptors explains different reactivity of cephalosporins in the active site of the L1 metallo-β-lactamase.![]()
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Affiliation(s)
- Elena O. Levina
- Federal Research Centre “Fundamentals of Biotechnology” of the Russian Academy of Sciences
- Moscow
- Russia
- Moscow Institute of Physics and Technology
- Dolgoprudny
| | - Maria G. Khrenova
- Federal Research Centre “Fundamentals of Biotechnology” of the Russian Academy of Sciences
- Moscow
- Russia
- Lomonosov Moscow State University
- Moscow
| | - Andrey A. Astakhov
- Federal Research Centre “Fundamentals of Biotechnology” of the Russian Academy of Sciences
- Moscow
- Russia
- Joint Institute for Nuclear Research
- Dubna
| | - Vladimir G. Tsirelson
- Federal Research Centre “Fundamentals of Biotechnology” of the Russian Academy of Sciences
- Moscow
- Russia
- Mendeleev University of Chemical Technology of Russia
- Moscow
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8
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Brovarets' OO, Oliynyk TA, Hovorun DM. Novel Tautomerisation Mechanisms of the Biologically Important Conformers of the Reverse Löwdin, Hoogsteen, and Reverse Hoogsteen G *·C * DNA Base Pairs via Proton Transfer: A Quantum-Mechanical Survey. Front Chem 2019; 7:597. [PMID: 31620420 PMCID: PMC6759773 DOI: 10.3389/fchem.2019.00597] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2019] [Accepted: 08/12/2019] [Indexed: 11/22/2022] Open
Abstract
For the first time, in this study with the use of QM/QTAIM methods we have exhaustively investigated the tautomerization of the biologically-important conformers of the G*·C* DNA base pair-reverse Löwdin G*·C*(rWC), Hoogsteen G*'·C*(H), and reverse Hoogsteen G*'·C*(rH) DNA base pairs-via the single (SPT) or double (DPT) proton transfer along the neighboring intermolecular H-bonds. These tautomeric reactions finally lead to the formation of the novel G· C O 2 * (rWC), G N 2 * · C(rWC), G*'N2·C(rWC), G N 7 * · C(H), and G*'N7·C(rH) DNA base mispairs. Gibbs free energies of activation for these reactions are within the range 3.64-31.65 kcal·mol-1 in vacuum under normal conditions. All TSs are planar structures (Cs symmetry) with a single exception-the essentially non-planar transition state TSG*·C*(rWC)↔G+·C-(rWC) (C1 symmetry). Analysis of the kinetic parameters of the considered tautomerization reactions indicates that in reality only the reverse Hoogsteen G*'·C*(rH) base pair undergoes tautomerization. However, the population of its tautomerised state G*'N7·C(rH) amounts to an insignificant value-2.3·10-17. So, the G*·C*(rWC), G*'·C*(H), and G*'·C*(rH) base pairs possess a permanent tautomeric status, which does not depend on proton mobility along the neighboring H-bonds. The investigated tautomerization processes were analyzed in details by applying the author's unique methodology-sweeps of the main physical and chemical parameters along the intrinsic reaction coordinate (IRC). In general, the obtained data demonstrate the tautomeric mobility and diversity of the G*·C* DNA base pair.
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Affiliation(s)
- Ol'ha O. Brovarets'
- Department of Molecular and Quantum Biophysics, Institute of Molecular Biology and Genetics, National Academy of Sciences of Ukraine, Kyiv, Ukraine
- Department of Pharmacology, Bohomolets National Medical University, Kyiv, Ukraine
| | - Timothy A. Oliynyk
- Department of Molecular and Quantum Biophysics, Institute of Molecular Biology and Genetics, National Academy of Sciences of Ukraine, Kyiv, Ukraine
| | - Dmytro M. Hovorun
- Department of Molecular and Quantum Biophysics, Institute of Molecular Biology and Genetics, National Academy of Sciences of Ukraine, Kyiv, Ukraine
- Department of Molecular Biotechnology and Bioinformatics, Institute of High Technologies, Taras Shevchenko National University of Kyiv, Kyiv, Ukraine
- Department of Pathophysiology, Bohomolets National Medical University, Kyiv, Ukraine
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9
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Halder A, Vemuri S, Roy R, Katuri J, Bhattacharyya D, Mitra A. Evidence for Hidden Involvement of N3-Protonated Guanine in RNA Structure and Function. ACS OMEGA 2019; 4:699-709. [PMID: 30775644 PMCID: PMC6372247 DOI: 10.1021/acsomega.8b02908] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/23/2018] [Accepted: 12/25/2018] [Indexed: 05/05/2023]
Abstract
Charged nucleobases have been found to occur in several known RNA molecules and are considered essential for their structure and function. The mechanism of their involvement is however not yet fully understood. Revelation of the role of N7-protonated guanine, in modulating the geometry and stability of noncanonical base pairs formed through its unprotonated edges [Watson-Crick (WC) and sugar], has triggered the need to evaluate the feasibility of similar roles of other protonated nucleobases [Halder et al., Phys Chem Chem Phys, 2015, 17, 26249]. In this context, N3 protonation of guanine makes an interesting case as its influence on the charge distribution of the WC edge is similar to that of N7 protonation, though its thermodynamic cost of protonation is significantly higher. In this work, we have carried out structural bioinformatics analyses and quantum mechanics-based calculations to show that N3 protonation of guanine may take place in a cellular environment, at least in the G:C W:W Trans and G:G W:H Cis base pairs. Our results provide a reasonable starting point for future investigations in order to address the larger mechanistic question.
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Affiliation(s)
- Antarip Halder
- Center
for Computational Natural Sciences and Bioinformatics (CCNSB), International Institute of Information Technology,
Hyderabad (IIIT-H), Gachibowli, Hyderabad 500032, Telangana, India
| | - Saurabh Vemuri
- Center
for Computational Natural Sciences and Bioinformatics (CCNSB), International Institute of Information Technology,
Hyderabad (IIIT-H), Gachibowli, Hyderabad 500032, Telangana, India
| | - Rohit Roy
- Center
for Computational Natural Sciences and Bioinformatics (CCNSB), International Institute of Information Technology,
Hyderabad (IIIT-H), Gachibowli, Hyderabad 500032, Telangana, India
| | - Jayanth Katuri
- Center
for Computational Natural Sciences and Bioinformatics (CCNSB), International Institute of Information Technology,
Hyderabad (IIIT-H), Gachibowli, Hyderabad 500032, Telangana, India
| | - Dhananjay Bhattacharyya
- Computational
Science Division, Saha Institute of Nuclear
Physics (SINP), 1/AF,
Bidhannagar, Kolkata 700064, India
| | - Abhijit Mitra
- Center
for Computational Natural Sciences and Bioinformatics (CCNSB), International Institute of Information Technology,
Hyderabad (IIIT-H), Gachibowli, Hyderabad 500032, Telangana, India
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10
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Tantardini C. When does a hydrogen bond become a van der Waals interaction? a topological answer. J Comput Chem 2019; 40:937-943. [DOI: 10.1002/jcc.25774] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2018] [Revised: 12/06/2018] [Accepted: 12/08/2018] [Indexed: 11/09/2022]
Affiliation(s)
- Christian Tantardini
- Center for Electrochemical Energy Storage; SkolTech Skolkovo Institute of Science and Technology; ul. Nobelya 3, Moscow, 143026 Russian Federation
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11
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Brovarets’ OO, Tsiupa KS, Hovorun DM. Novel pathway for mutagenic tautomerization of classical А∙Т DNA base pairs via sequential proton transfer through quasi-orthogonal transition states: A QM/QTAIM investigation. PLoS One 2018; 13:e0199044. [PMID: 29949602 PMCID: PMC6021055 DOI: 10.1371/journal.pone.0199044] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2018] [Accepted: 05/30/2018] [Indexed: 12/13/2022] Open
Abstract
In this paper we have theoretically predicted a novel pathway for the mutagenic tautomerization of the classical A∙T DNA base pairs in the free state, the Watson-Crick A·Т(WC), reverse Watson-Crick A·Т(rWC), Hoogsteen A·Т(H) and reverse Hoogsteen A·Т(rH) pairs, via sequential proton transfer accompanied by a significant change in the mutual orientation of the bases. Quantum-mechanical (QM) calculations were performed at the MP2/aug-cc-pVDZ//B3LYP/6-311++G(d,p) level in vacuum phase, along with Bader's quantum theory of Atoms in Molecules (QTAIM). These processes involve transition states (TSs) with quasi-orthogonal structures (symmetry C1), which are highly polar, tight ion pairs (A-, N6H2-deprotonated)∙(T+, O4/O2-protonated). Gibbs free energies of activation for the A∙T(WC) / A∙T(rWC) ↔ A*∙Т(rwWC) / A*∙Т(wWC) tautomeric transitions (~43.5 kcal∙mol-1) are lower than for the A∙T(H) / A∙T(rH) ↔ A*N7∙Т(rwH) / A*N7∙Т(wH) tautomerisations (~53.0 kcal∙mol-1) (rare tautomers are marked by an asterisk; w-wobble configured tautomerisation products). The (T)N3+H⋯N1-(A), (T)O4+H⋯N1-(A) / (T)N3+H⋯N1-(A) and (T)O2+H⋯N1-(A) H-bonds are found in the transition states TSA-·T+A·T(WC)↔A*·T(rwWC) / TSA-·T+A·T(rWC)↔A*·T(wWC). However, in the transition state TSA-·T+A·Т(H)↔A*N7·T(rwH) / TSA-·T+A·Т(rH)↔A*N7·T(wH), the (T)N3+H⋯N7-(A), (T)O4+H⋯N7-(A) / (T)N3+H⋯N7-(A) and (T)O2+H⋯N7-(A) H-bonds are supplemented by the attractive (T)O4+/O2+⋯N6-(A) van der Waals contacts. It was demonstrated that the products of the tautomerization of the classical A∙T DNA base pairs-A*∙Т(rwWC), A*N7∙Т(rwH) and A*N7∙Т(wH) (symmetry Cs)-further transform via double proton transfer into the energetically favorable wobble A∙T*(rwWC), A∙T*(rwH) and A∙T*O2(wH) base mispairs (symmetry Cs).
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Affiliation(s)
- Ol’ha O. Brovarets’
- Department of Molecular and Quantum Biophysics, Institute of Molecular Biology and Genetics, National Academy of Sciences of Ukraine, Kyiv, Ukraine
- Department of Molecular Biotechnology and Bioinformatics, Institute of High Technologies, Taras Shevchenko National University of Kyiv, Kyiv, Ukraine
| | - Kostiantyn S. Tsiupa
- Department of Molecular and Quantum Biophysics, Institute of Molecular Biology and Genetics, National Academy of Sciences of Ukraine, Kyiv, Ukraine
| | - Dmytro M. Hovorun
- Department of Molecular and Quantum Biophysics, Institute of Molecular Biology and Genetics, National Academy of Sciences of Ukraine, Kyiv, Ukraine
- Department of Molecular Biotechnology and Bioinformatics, Institute of High Technologies, Taras Shevchenko National University of Kyiv, Kyiv, Ukraine
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