1
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Bisoi A, Majumdar T, Sarkar S, Singh PC. Nucleobase Level Information into the Folding of G-Quadruplex by Anti-inflammatory Drugs in the Absence of Salt. J Phys Chem B 2025; 129:4159-4168. [PMID: 40262105 DOI: 10.1021/acs.jpcb.5c00526] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/24/2025]
Abstract
G-quadruplexes (G4s) in the telomere region are important targets for cancer therapy. Molecules that can fold and stabilize the telomere DNA sequences, even in the absence of salt, can be an exciting prospect for therapy purposes. Anti-inflammatory drugs hydroxychloroquine (HCQ) and chloroquine (CQ) have shown promising effects in cancer therapy and also in the different levels of trial stages. In this study, we have investigated the structure and stability of several natural and mutated telomeric sequences with anti-inflammatory drugs and their analogues in the absence of salts using the biophysical and docking methods to understand the role of the quartet and loop nucleobases of DNA along with the functional group of drugs responsible for triggering the folding of telomeric DNA sequences into G4. The findings indicate that the hydrogen bonding between the charged side chain with the guanine repeating unit associated with the quartet and the thymine in the terminal loops of telomere DNA is the main driving force for the folding of telomere DNA sequences into G4 induced by anti-inflammatory drugs. The data indicate that the adenine nucleobase in the loop of the telomere does not play any role in its folding process induced by HCQ and CQ.
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Affiliation(s)
- Asim Bisoi
- School of the Chemical Science, Indian Association for the Cultivation of Science, Jadavpur, Kolkata 700032, India
| | - Trideep Majumdar
- School of the Chemical Science, Indian Association for the Cultivation of Science, Jadavpur, Kolkata 700032, India
| | - Sunipa Sarkar
- School of the Chemical Science, Indian Association for the Cultivation of Science, Jadavpur, Kolkata 700032, India
| | - Prashant Chandra Singh
- School of the Chemical Science, Indian Association for the Cultivation of Science, Jadavpur, Kolkata 700032, India
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2
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Marques TJS, Salvador D, Oliveira H, Serra VV, Paradis N, Wu C, Silva VLM, Ramos CIV. New acridone derivatives to target telomerase and oncogenes - an anticancer approach. RSC Med Chem 2025:d4md00959b. [PMID: 40256308 PMCID: PMC12004264 DOI: 10.1039/d4md00959b] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2024] [Accepted: 03/02/2025] [Indexed: 04/22/2025] Open
Abstract
In this work, two new acridone derivatives, AcridPy and AcridPyMe, were synthesized, for the first time, aiming to evaluate their potential as quadruplex stabilizers and anticancer agents. AcridPy was synthesized through a very straightforward one-pot sequential chemical reaction involving the Heck cross-coupling reaction of (E)-3-iodo-2-(4-methoxystyryl)-1-methylquinolin-4(1H)-one with a vinyl pyridine followed by in situ electrocyclization and oxidation, while the synthesis of AcridPyMe involved an additional N-methylation of the pyridine ring. Their ability to stabilize G-quadruplex DNA structures, which are associated with the regulation of oncogenes, was assessed using biophysical methods. Both compounds demonstrated significant quadruplex stabilization properties, showing selectivity to G-quadruplexes over duplex DNA. Molecular dynamics simulation experiments supported the preferential binding of AcridPyMe to MYC. The cytotoxicity of these derivatives was further evaluated in vitro in two distinct pancreatic tumor cell lines, PanC-1 and MIA PaCa-2, the lung tumor A549 cell line, the melanoma A375 cell line, and the immortalized human keratinocyte HaCaT cell line, through the evaluation of cell viability. For PanC-1 and MIA PaCa-2, the cell cycle dynamics and apoptotic cell death along with colocalization were also evaluated. The results revealed that AcridPyMe exhibited anticancer activity, correlated with its quadruplex stabilization ability and, although not exclusive, nuclear co-localization was observed. These findings suggest that the newly synthesized cationic acridone is a promising candidate for the development of novel anticancer therapies targeting G-quadruplex structures.
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Affiliation(s)
- Tiago J S Marques
- LAQV-REQUIMTE, Department of Chemistry, University of Aveiro 3810-193 Aveiro Portugal
| | - Diana Salvador
- CESAM-Centre for Environmental and Marine Studies, Department of Biology, University of Aveiro 3810-193 Aveiro Portugal
- CICECO, Aveiro Institute of Materials, Department of Chemistry, University of Aveiro 3810-193 Aveiro Portugal
| | - Helena Oliveira
- CESAM-Centre for Environmental and Marine Studies, Department of Biology, University of Aveiro 3810-193 Aveiro Portugal
| | - Vanda V Serra
- Centro de Química Estrutural, Institute of Molecular Sciences, Instituto Superior Técnico, Universidade de Lisboa Av. Rovisco Pais 1 1049-001 Lisboa Portugal
| | - Nicholas Paradis
- Department of Chemistry and Biochemistry, Rowan University Glassboro New Jersey USA
| | - Chun Wu
- Department of Chemistry and Biochemistry, Rowan University Glassboro New Jersey USA
| | - Vera L M Silva
- LAQV-REQUIMTE, Department of Chemistry, University of Aveiro 3810-193 Aveiro Portugal
| | - Catarina I V Ramos
- LAQV-REQUIMTE, Department of Chemistry, University of Aveiro 3810-193 Aveiro Portugal
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3
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Hashimoto Y, Shil S, Tsuruta M, Kawauchi K, Miyoshi D. Three- and four-stranded nucleic acid structures and their ligands. RSC Chem Biol 2025; 6:466-491. [PMID: 40007865 PMCID: PMC11848209 DOI: 10.1039/d4cb00287c] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2024] [Accepted: 02/18/2025] [Indexed: 02/27/2025] Open
Abstract
Nucleic acids have the potential to form not only duplexes, but also various non-canonical secondary structures in living cells. Non-canonical structures play regulatory functions mainly in the central dogma. Therefore, nucleic acid targeting molecules are potential novel therapeutic drugs that can target 'undruggable' proteins in various diseases. One of the concerns of small molecules targeting nucleic acids is selectivity, because nucleic acids have only four different building blocks. Three- and four-stranded non-canonical structures, triplexes and quadruplexes, respectively, are promising targets of small molecules because their three-dimensional structures are significantly different from the canonical duplexes, which are the most abundant in cells. Here, we describe some basic properties of the triplexes and quadruplexes and small molecules targeting the triplexes and tetraplexes.
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Affiliation(s)
- Yoshiki Hashimoto
- Frontiers of Innovative Research in Science and Technology, Konan University 7-1-20 Minatojima-minamimachi, Chuo-ku, Kobe Hyogo 650-0047 Japan
| | - Sumit Shil
- Frontiers of Innovative Research in Science and Technology, Konan University 7-1-20 Minatojima-minamimachi, Chuo-ku, Kobe Hyogo 650-0047 Japan
| | - Mitsuki Tsuruta
- Frontiers of Innovative Research in Science and Technology, Konan University 7-1-20 Minatojima-minamimachi, Chuo-ku, Kobe Hyogo 650-0047 Japan
| | - Keiko Kawauchi
- Frontiers of Innovative Research in Science and Technology, Konan University 7-1-20 Minatojima-minamimachi, Chuo-ku, Kobe Hyogo 650-0047 Japan
| | - Daisuke Miyoshi
- Frontiers of Innovative Research in Science and Technology, Konan University 7-1-20 Minatojima-minamimachi, Chuo-ku, Kobe Hyogo 650-0047 Japan
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Alam P, Chand AK, Sahu H, Rohman MA, Clovis NS, Sardana D, Puri S, Sen S. How Do Molecular Crowders Influence Ligand Binding Kinetics with G-Quadruplex DNA? The Role of Bound Water. J Phys Chem B 2025; 129:2958-2970. [PMID: 40056131 DOI: 10.1021/acs.jpcb.4c08811] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/10/2025]
Abstract
Understanding the kinetics of ligand interaction with G-quadruplex DNA (GqDNA) in a crowded cell-like environment is of paramount importance in biology and pharmacology, as it elucidates the effect of molecular crowders on reaction rates governing these interactions─a process that largely remains unexplored. In this study, we investigate the binding/unbinding kinetics of a G-quadruplex stabilizing benzophenoxazine ligand, cresyl violet (CV), with a human telomeric hybrid GqDNA structure using fluorescence correlation spectroscopy (FCS) and molecular dynamics (MD) simulations. Experiments are conducted with and without 10% and 20% (w/v) ethylene glycol (EG), PEG200 and PEG6000 crowders. The steady-state fluorescence results reveal a reduction in the ligand binding affinity to GqDNA as the size and concentration of the crowders increase. FCS data further demonstrate that the crowder-induced reduction in binding affinity is primarily driven by the viscosity-induced decrease in the association rate (k+) and a competing excluded volume effect, as well as a concomitant increase in the dissociation rate (k-) of the ligand. Atomistic MD simulations highlight the key role of strong electrostatic forces between the G-tetrad and π-stacked ligand, along with long-lived water-mediated hydrogen-bond bridges, in stabilizing the ligand/GqDNA complex in the absence of crowders. However, in the presence of EG/PEG crowders, the ligand binding mode is disrupted by hydrogen-bond interactions of the crowders with the ligand, causing rotation of the ligand's molecular plane relative to the G-tetrad. This disruption weakens the π-stacking electrostatic forces between the ligand and the G-tetrad and breaks the long-lived water-mediated hydrogen-bond bridges between the ligand and GqDNA, destabilizing the ligand/GqDNA complex. The current investigation underscores the prominent role of hydrogen-bond interactions of EG/PEG crowders, along with other factors, in affecting the stability of the ligand/GqDNA interaction in a crowded milieu.
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Affiliation(s)
- Parvez Alam
- School of Physical Sciences, Jawaharlal Nehru University, New Delhi 110067, India
| | - Ajay Kumar Chand
- School of Physical Sciences, Jawaharlal Nehru University, New Delhi 110067, India
| | - Harsh Sahu
- School of Physical Sciences, Jawaharlal Nehru University, New Delhi 110067, India
| | - Mostofa Ataur Rohman
- School of Physical Sciences, Jawaharlal Nehru University, New Delhi 110067, India
| | - Ndege Simisi Clovis
- School of Physical Sciences, Jawaharlal Nehru University, New Delhi 110067, India
| | - Deepika Sardana
- School of Physical Sciences, Jawaharlal Nehru University, New Delhi 110067, India
| | - Sanjay Puri
- School of Physical Sciences, Jawaharlal Nehru University, New Delhi 110067, India
| | - Sobhan Sen
- School of Physical Sciences, Jawaharlal Nehru University, New Delhi 110067, India
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5
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Singh A, Majee P, Mishra L, Prajapat SK, Sharma TK, Kalia M, Kumar A. Role of RNA G-Quadruplexes in the Japanese Encephalitis Virus Genome and Their Recognition as Prospective Antiviral Targets. ACS Infect Dis 2025; 11:558-572. [PMID: 39436355 DOI: 10.1021/acsinfecdis.4c00507] [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] [Indexed: 10/23/2024]
Abstract
G-quadruplexes (GQs) have been primarily studied in the context of cancer and neurodegenerative pathologies. However, recent research has shifted focus to their existence and functional roles in viral genomes, revealing GQ-regulated key pathways in various human pathogenic viruses. While GQ structures have been reported in the genomes of emerging and re-emerging viruses, RNA viruses have been understudied compared to DNA viruses, including notable examples such as human immunodeficiency virus-1, hepatitis C virus, Ebola virus, Nipah virus, Zika virus, and SARS-CoV-2. The flavivirus family, comprising the Japanese encephalitis virus (JEV), poses a significant global threat due to recurring outbreaks yet lacks approved antivirals. In this study, we identified and characterized eight putative G-quadruplex-forming motifs within essential genes involved in genome replication, assembly, and internalization in the host cell, conserved across different JEV isolates. The formation and stability of these motifs were validated through a multitude of biophysical and cell-based assays. The interaction and binding affinity of these motifs with the known GQ-binding ligand BRACO-19 were supported by biophysical assays, confirming the capability of these motifs to form GQ structures. Notably, BRACO-19 also exerted antiviral properties through reduction of viral replication and infectious virus titers as well as inhibition of viral protein expression, as evaluated by the cell-based assays. This comprehensive molecular characterization of G-quadruplex structures within the JEV genome highlights their potential as promising antiviral targets for intervention strategies against JEV infection through GQ-specific ligands.
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Affiliation(s)
- Aakriti Singh
- Department of Biosciences and Biomedical Engineering, Indian Institute of Technology Indore, Simrol 453552, India
| | - Prativa Majee
- Department of Biosciences and Biomedical Engineering, Indian Institute of Technology Indore, Simrol 453552, India
| | - Laxmi Mishra
- Virology Research Group, Regional Centre for Biotechnology, Faridabad 121001, India
| | | | - Tarun Kumar Sharma
- Department of Medical Biotechnology, Gujarat Biotechnology University, Gandhinagar 382355, India
| | - Manjula Kalia
- Virology Research Group, Regional Centre for Biotechnology, Faridabad 121001, India
| | - Amit Kumar
- Department of Biosciences and Biomedical Engineering, Indian Institute of Technology Indore, Simrol 453552, India
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6
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Lourenço P, Cruz C. G-Quadruplex Conformational Switching for miR-155-3p Detection Using a Ligand-Based Fluorescence Approach. Biomolecules 2025; 15:410. [PMID: 40149946 PMCID: PMC11940483 DOI: 10.3390/biom15030410] [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: 02/18/2025] [Revised: 03/08/2025] [Accepted: 03/12/2025] [Indexed: 03/29/2025] Open
Abstract
MicroRNA-155-3p (miR-155-3p) is an important biomarker in various pathological conditions, including cancer, making the development of sensitive and specific detection methods crucial. Here, we present a molecular beacon (MB-G4) that underwent a conformational switch upon hybridization with miR-155-3p, enabling the formation of a G-quadruplex (G4) structure. This G4 was recognized by the fluorogenic ligand N-methyl mesoporphyrin IX (NMM), producing a fluorescence signal proportional to the target concentration, making it a new detection method. The conformational dynamics of MB-G4 were characterized through circular dichroism (CD) spectroscopy and native polyacrylamide gel electrophoresis (PAGE), confirming the transition from a hairpin structure to an RNA-DNA hybrid duplex that facilitated G4 formation. The optimization of the experimental conditions, including the potassium chloride (KCl) and NMM concentrations, ensured selective detection with minimal background signal. The detection limit (LOD) was determined to be 10.85 nM, using a linear fluorescence response curve, and the specificity studies demonstrated a clear distinction between miR-155-3p and miR-155-5p. Furthermore, MB-G4 was studied with total RNA extracted from the lung cancer cell line A549 to evaluate its detection in a more complex environment and was able to detect its target, validating its potential for biological sample analysis.
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Affiliation(s)
- Pedro Lourenço
- RISE-Health, Department of Medical Sciences, Faculty of Health Sciences, University of Beira Interior, Av. Infante D. Henrique, 6200-506 Covilhã, Portugal;
| | - Carla Cruz
- RISE-Health, Department of Medical Sciences, Faculty of Health Sciences, University of Beira Interior, Av. Infante D. Henrique, 6200-506 Covilhã, Portugal;
- Department of Chemistry, University of Beira Interior, Rua Marquês d’Ávila e Bolama, 6201-001 Covilhã, Portugal
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7
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Salim U, Menon MB, Dhamija S, Vivekanandan P. RNA G-quadruplexes regulate mammalian mirtron biogenesis. J Biol Chem 2025; 301:108276. [PMID: 39922486 PMCID: PMC11927685 DOI: 10.1016/j.jbc.2025.108276] [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: 05/25/2024] [Revised: 01/08/2025] [Accepted: 01/27/2025] [Indexed: 02/10/2025] Open
Abstract
Mirtrons are a predominant class of noncanonical microRNAs derived from introns through a Drosha-independent, splicing-dependent pathway. Unregulated splicing of introns containing hairpins may adversely impact Dicer/Ago-mediated canonical microRNA biogenesis. However, the mechanism regulating mirtron biogenesis remains poorly understood. We found that the 5' arm of plant mirtrons and invertebrate mirtrons are enriched for uracils; in contrast, the 5' arm of vertebrate mirtrons are enriched for guanines. Further analysis revealed that most of the mammalian mirtrons contain an RNA G-quadruplex (rG4); this was not observed among plant/invertebrate mirtrons. Interestingly, almost all the rG4s in mammalian mirtrons were present in the 5' arm. Predicted rG4s in human mirtrons form a G-quadruplex structure in vitro and rG4 formation in the 5' arm of mirtrons facilitates splicing-mediated biogenesis of mirtrons. Notably, the disruption of rG4s in the 5' arm of mirtrons inhibits splicing and maturation; while mutations outside the rG4-motif do not impact mirtron biogenesis. Our findings support the notion that rG4s at the 5' arm are key regulatory elements in the evolutionary landscape of mammalian mirtrons. This work advances our current understanding of mirtron biogenesis and highlights additional roles for rG4s in small RNA biology.
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Affiliation(s)
- Uzma Salim
- Kusuma School of Biological Sciences, Indian Institute of Technology, New Delhi, India
| | - Manoj B Menon
- Kusuma School of Biological Sciences, Indian Institute of Technology, New Delhi, India
| | - Sonam Dhamija
- Integrative and Functional Biology Unit, CSIR - Institute of Genomics and Integrative Biology, New Delhi, India; Academy of Scientific and Innovative Research (AcSIR), CSIR - Institute of Genomics and Integrative Biology, New Delhi, India.
| | - Perumal Vivekanandan
- Kusuma School of Biological Sciences, Indian Institute of Technology, New Delhi, India.
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8
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Tevonyan LL, Fatkullin TM, Beniaminov AD, Kaluzhny DN. Distinctive aspects of ligand binding to G4 DNA structure flanked by the double helix. Biochimie 2025; 230:166-171. [PMID: 39674312 DOI: 10.1016/j.biochi.2024.12.005] [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: 07/12/2024] [Revised: 12/09/2024] [Accepted: 12/11/2024] [Indexed: 12/16/2024]
Abstract
Except for telomeres, G4 DNA structures in the human genome can be formed only within the context of double-stranded DNA. DNA duplexes flanking the G4 structure may potentially affect the G4 architecture and the binding of G4-specific ligands. Here, we examine the interaction of TMPyP4, NMM, and PDS ligands with three structures formed by the same DNA fragment containing the (GGGT)4 sequence: the G4 in duplex (dsG4), G4 in single-stranded DNA (ssG4) and perfect duplex DNA (ds). To design a structure-specific fluorescent sensor, single thymine loops or proximal positions in DNA duplex were modified with FAM. Ligand-induced fluorescence quenching revealed a preferential binding of TMPyP4 and NMM with the dsG4 and ssG4 structures over the flanking duplex part or double-stranded DNA. PDS could not quench the fluorophores attached to single-nucleotide loops of the G4 DNA, although gel mobility assay confirmed tight binding of the ligand to the ssG4 or dsG4 structures. We hypothesize that the selectivity of the ligands for G4 loops compared to duplexes is responsible for the high quenching efficiency. Distinctive features of ligand interactions with G4 DNA in a duplex context suggest the potential for developing specific ligands for the genomic G4 structure.
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Affiliation(s)
- Liana L Tevonyan
- Engelhardt Institute of Molecular Biology, Russian Academy of Sciences, 119991, Moscow, Russia
| | - Timerkhan M Fatkullin
- Engelhardt Institute of Molecular Biology, Russian Academy of Sciences, 119991, Moscow, Russia
| | - Artemy D Beniaminov
- Engelhardt Institute of Molecular Biology, Russian Academy of Sciences, 119991, Moscow, Russia
| | - Dmitry N Kaluzhny
- Engelhardt Institute of Molecular Biology, Russian Academy of Sciences, 119991, Moscow, Russia.
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9
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Figueiredo J, Carreira-Barral I, Lourenço P, Miranda A, Lopes-Nunes J, Quesada R, Laranjo M, Mergny JL, Cruz C. Synthesis of 1,10-Phenanthroline-2,9-bistriazoles: Evaluation as G-Quadruplex Binders and Anti-Tumor Activity. ChemMedChem 2025; 20:e202400591. [PMID: 39487698 DOI: 10.1002/cmdc.202400591] [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: 07/31/2024] [Revised: 10/13/2024] [Accepted: 10/28/2024] [Indexed: 11/04/2024]
Abstract
Novel 1,10-phenanthroline-2,9-bistriazoles derivatives have been synthesized by copper-catalyzed azide/alkyne cycloaddition reactions and assessed for their ability to bind and stabilize G-quadruplex (G4) structures. Ten novel compounds were evaluated using Förster resonance energy transfer (FRET) melting, circular dichroism (CD), and fluorescence spectroscopy on several G4 sequences. Biophysical characterization led to the identification of compounds 4 a, 4 b, and 5 b as good G4 ligands of KRAS G4 sequences. The impact on cell viability of all derivatives was also assessed, revealing weak effects. However, compound 2 a exhibited cytotoxicity activity on A549 and H1299 cancer cells and low cytotoxicity towards MRC-5 non-malignant cells MRC-5 not connected with its G4-binding ability. Flow cytometry showed that 2 a induced a cell viability decrease in S and G2/M phases for A549 and H1299; thus, more studies should be performed to explore the proteins involved in cell cycle regulation.
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Affiliation(s)
- Joana Figueiredo
- CICS-UBI - Health Sciences Research Centre, University of Beira Interior, Av. Infante D. Henrique, 6200-506, Covilhã, Portugal
| | - Israel Carreira-Barral
- Departamento de Química, Facultad de Ciencias, Universidad de Burgos, 09001, Burgos, Spain
| | - Pedro Lourenço
- CICS-UBI - Health Sciences Research Centre, University of Beira Interior, Av. Infante D. Henrique, 6200-506, Covilhã, Portugal
| | - André Miranda
- CICS-UBI - Health Sciences Research Centre, University of Beira Interior, Av. Infante D. Henrique, 6200-506, Covilhã, Portugal
| | - Jéssica Lopes-Nunes
- CICS-UBI - Health Sciences Research Centre, University of Beira Interior, Av. Infante D. Henrique, 6200-506, Covilhã, Portugal
| | - Roberto Quesada
- Departamento de Química, Facultad de Ciencias, Universidad de Burgos, 09001, Burgos, Spain
| | - Mafalda Laranjo
- Univ Coimbra, Coimbra Institute for Clinical and Biomedical Research (iCBR) area of Environment Genetics and Oncobiology (CIMAGO), Institute of Biophysics, Faculty of Medicine, Azinhaga de Santa Comba, Pólo III - Pólo das Ciências da Saúde, Coimbra, 3000-548, Portugal
- Univ Coimbra, Center for Innovative Biomedicine and Biotechnology (CIBB), Rua Larga, Coimbra, 3004-50, Portugal
- Clinical Academic Center of Coimbra (CACC), Portugal Univ Coimbra, Praceta Professor Mota Pinto, Coimbra, 3004-561, Portugal
| | - Jean-Louis Mergny
- Laboratoire d'Optique et Biosciences, Institut Polytechnique de Paris, CNRS, INSERM, Ecole Polytechnique, 91120, Palaiseau cedex, France
| | - Carla Cruz
- CICS-UBI - Health Sciences Research Centre, University of Beira Interior, Av. Infante D. Henrique, 6200-506, Covilhã, Portugal
- Departamento de Química, Faculdade de Ciências, Universidade da Beira Interior, Rua Marquês de Ávila e Bolama, 6201-001, Covilhã, Portugal
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10
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Kim D, Kim DY, Han JH. Development of a novel fluorescence light-up Pb 2+ sensor using a G-quadruplex complex with modified thioflavin T. Analyst 2025; 150:712-717. [PMID: 39835961 DOI: 10.1039/d4an01340a] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2025]
Abstract
Here, we developed a novel, cost-effective fluorescence light-up biosensor for Pb2+ detection based on a label-free G-quadruplex combined with modified thioflavin T (ThT) derivatives. Among the various G-quadruplex sequences tested, only T2 exhibited fluorescence light-up properties upon interacting with the modified ThT derivatives in the presence of Pb2+. To enhance the Pb2+ sensing system, we also compared modified ThT derivatives, including the newly synthesized propyl-substituted ThT (ThT-P) and butyl-substituted ThT (ThT-B). Among the tested derivatives, ethyl-substituted ThT (ThT-E) exhibited the most significant fluorescence enhancement upon the addition of Pb2+. Our designed sensor demonstrated high selectivity and sensitivity for Pb2+, enabling practical applications, as validated through the successful detection of Pb2+ in spiked environmental water samples. We envision that our new strategy could be further developed into a versatile platform for the detection of a broad range of metal ions.
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Affiliation(s)
- Duyeop Kim
- Department of Chemical and Biological Engineering, Andong National University, Andong, Republic of Korea.
| | - Do Yeon Kim
- Department of Chemical and Biological Engineering, Andong National University, Andong, Republic of Korea.
| | - Ji Hoon Han
- Department of Chemical and Biological Engineering, Andong National University, Andong, Republic of Korea.
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11
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Antariksa N, Di Antonio M. The Emerging Roles of Multimolecular G-Quadruplexes in Transcriptional Regulation and Chromatin Organization. Acc Chem Res 2024; 57:3397-3406. [PMID: 39555660 PMCID: PMC11618987 DOI: 10.1021/acs.accounts.4c00574] [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: 09/06/2024] [Revised: 10/24/2024] [Accepted: 11/06/2024] [Indexed: 11/19/2024]
Abstract
The ability of genomic DNA to adopt non-canonical secondary structures known as G-quadruplexes (G4s) under physiological conditions has been recognized for its potential regulatory function of various biological processes. Among those, transcription has recently emerged as a key process that can be heavily affected by G4 formation, particularly when these structures form at gene promoters. While the presence of G4s within gene promoters has been traditionally associated with transcriptional inhibition, in a model whereby G4s act as roadblocks to polymerase elongation, recent genomics experiments have revealed that the regulatory role of G4s in transcription is more complex than initially anticipated. Indeed, earlier studies linking G4-formation and transcription mainly relied on small-molecule ligands to stabilize and promote G4s, which might lead to disruption of protein-DNA interactions and local environments and, therefore, does not necessarily reflect the endogenous function of G4s at gene promoters. There is now strong evidence pointing toward G4s being associated with transcriptional enhancement, rather than repression, through multifaceted mechanisms such as recruitment of key transcriptional proteins, molding of chromatin architecture, and mode of phase separation. In this Account, we explore pivotal findings from our research on a particular subset of G4s, namely, those formed through interactions between distant genomic locations or independent nucleic acid strands, referred to as multimolecular G4s (mG4s), and discuss their active role in transcriptional regulation. We present our recent studies suggesting that the formation of mG4s may positively regulate transcription by inducing phase-separation and selectively recruiting chromatin-remodeling proteins. Our work highlighted how mG4-forming DNA and RNA sequences can lead to liquid-liquid phase separation (LLPS) in the absence of any protein. This discovery provided new insights into a potential mechanism by which mG4 can positively regulate active gene expression, namely, by establishing DNA networks based on distal guanine-guanine base pairing that creates liquid droplets at the interface of DNA loops. This is particularly relevant in light of the increasing evidence suggesting that G4 structures formed at enhancers can drive elevated expression of the associated genes. Given the complex three-dimensional nature of enhancers, our findings underscore how mG4 formation at enhancers would be particularly beneficial for promoting transcription. Moreover, we will elaborate on our recent discovery of a DNA repair and chromatin remodeling protein named Cockayne Syndrome B (CSB) that displays astonishing binding selectivity to mG4s over the more canonical unimolecular counterparts, suggesting another role of mG4s for molding chromatin architecture at DNA loops sites. Altogether, the studies presented in this Account suggest that mG4 formation in a chromatin context could be a crucial yet underexplored structural feature for transcriptional regulation. Whether mG4s actively regulate transcription or are formed as a mere consequence of chromatin plasticity remains to be elucidated. Still, given the novel insights offered by our research and the potential for mG4s to be selectively targeted by chemical and biological probes, we anticipate that further studies into the fundamental biology regulated by these structures can provide unprecedented opportunities for the development of therapeutic agents aimed at targeting nucleic acids from a fresh perspective.
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Affiliation(s)
- Naura
Fakhira Antariksa
- Imperial
College London, Department of Chemistry,
Molecular Sciences Research Hub, 82 Wood Lane, London W12
0BZ, U.K.
| | - Marco Di Antonio
- Imperial
College London, Department of Chemistry,
Molecular Sciences Research Hub, 82 Wood Lane, London W12
0BZ, U.K.
- The
Francis Crick Institute, 1 Midland Road, London NW1 1AT, U.K.
- Institute
of Chemical Biology, Molecular Sciences
Research Hub, 82 Wood
Lane, London W12 0BZ, U.K.
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12
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Nocentini A, Di Porzio A, Bonardi A, Bazzicalupi C, Petreni A, Biver T, Bua S, Marzano S, Amato J, Pagano B, Iaccarino N, De Tito S, Amente S, Supuran CT, Randazzo A, Gratteri P. Development of a multi-targeted chemotherapeutic approach based on G-quadruplex stabilisation and carbonic anhydrase inhibition. J Enzyme Inhib Med Chem 2024; 39:2366236. [PMID: 38905127 PMCID: PMC11195807 DOI: 10.1080/14756366.2024.2366236] [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: 02/23/2024] [Accepted: 06/02/2024] [Indexed: 06/23/2024] Open
Abstract
A novel class of compounds designed to hit two anti-tumour targets, G-quadruplex structures and human carbonic anhydrases (hCAs) IX and XII is proposed. The induction/stabilisation of G-quadruplex structures by small molecules has emerged as an anticancer strategy, disrupting telomere maintenance and reducing oncogene expression. hCAs IX and XII are well-established anti-tumour targets, upregulated in many hypoxic tumours and contributing to metastasis. The ligands reported feature a berberine G-quadruplex stabiliser scaffold connected to a moiety inhibiting hCAs IX and XII. In vitro experiments showed that our compounds selectively stabilise G-quadruplex structures and inhibit hCAs IX and XII. The crystal structure of a telomeric G-quadruplex in complex with one of these ligands was obtained, shedding light on the ligand/target interaction mode. The most promising ligands showed significant cytotoxicity against CA IX-positive HeLa cancer cells in hypoxia, and the ability to stabilise G-quadruplexes within tumour cells.
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Affiliation(s)
- Alessio Nocentini
- NEUROFARBA Department, Pharmaceutical and Nutraceutical Section and Laboratory of Molecular Modeling Cheminformatics & QSAR, University of Florence, Sesto Fiorentino, Florence, Italy
| | - Anna Di Porzio
- Department of Pharmacy, University of Naples Federico II, Naples, Italy
| | - Alessandro Bonardi
- NEUROFARBA Department, Pharmaceutical and Nutraceutical Section and Laboratory of Molecular Modeling Cheminformatics & QSAR, University of Florence, Sesto Fiorentino, Florence, Italy
| | - Carla Bazzicalupi
- Department of Chemistry “Ugo Schiff”, University of Florence, Sesto Fiorentino, Florence, Italy
| | - Andrea Petreni
- NEUROFARBA Department, Pharmaceutical and Nutraceutical Section and Laboratory of Molecular Modeling Cheminformatics & QSAR, University of Florence, Sesto Fiorentino, Florence, Italy
| | - Tarita Biver
- Department of Chemistry and Industrial Chemistry, University of Pisa, Pisa, Italy
| | - Silvia Bua
- Research Institute of the University of Bucharest (ICUB), Bucharest, Romania
| | - Simona Marzano
- Department of Pharmacy, University of Naples Federico II, Naples, Italy
| | - Jussara Amato
- Department of Pharmacy, University of Naples Federico II, Naples, Italy
| | - Bruno Pagano
- Department of Pharmacy, University of Naples Federico II, Naples, Italy
| | - Nunzia Iaccarino
- Department of Pharmacy, University of Naples Federico II, Naples, Italy
| | - Stefano De Tito
- Molecular Cell Biology of Autophagy, The Francis Crick Institute, London, UK
| | - Stefano Amente
- Department of Molecular Medicine and Medical Biotechnologies, University of Naples Federico II, Naples, Italy
| | - Claudiu T. Supuran
- NEUROFARBA Department, Pharmaceutical and Nutraceutical Section and Laboratory of Molecular Modeling Cheminformatics & QSAR, University of Florence, Sesto Fiorentino, Florence, Italy
| | - Antonio Randazzo
- Department of Pharmacy, University of Naples Federico II, Naples, Italy
| | - Paola Gratteri
- NEUROFARBA Department, Pharmaceutical and Nutraceutical Section and Laboratory of Molecular Modeling Cheminformatics & QSAR, University of Florence, Sesto Fiorentino, Florence, Italy
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13
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Zhong F, Sun R, Huang S, Guo P, Li Q, Wang L, Sun H, Yao L. Determination of ligand selectivity to G-tetrad through an AMCA fluorescence quenching approach. Talanta 2024; 280:126732. [PMID: 39216423 DOI: 10.1016/j.talanta.2024.126732] [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: 07/26/2024] [Revised: 08/16/2024] [Accepted: 08/17/2024] [Indexed: 09/04/2024]
Abstract
The selective binding of ligand molecules towards the 5' and 3' ends of G-quadruplex (G4) may differentially affect the physiological function of G4s. However, there is still a lack of sensitive and low-cost approaches to accurately measure the binding preference of ligands on G4s, although multiple ways have been developed to evaluate the interaction between ligands and G4s. Here, we propose a new protocol named G4-AFQ to test the selectivity of ligands towards the two terminal G-tetrads of G4s. In this protocol, the fluorophore AMCA is respectively modified at the 5' or 3' end of G4, and which end of AMCA fluorescence is quenched means that the ligand binds to the G-tetrad at that end. Through G4-AFQ, the affinity constant of ligands towards the binding site can also be obtained. Compared with the commonly used nuclear magnetic resonance (NMR) method, G4-AFQ is more convenient, sensitive, cost-effective, and suitable for the measurement of the vast majority of G4 ligands, with a great potential for widespread application.
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Affiliation(s)
- Fanru Zhong
- School of Chemical Engineering, Northwest University, Xi'an, 710069, PR China; Beijing National Laboratory for Molecular Sciences, State Key Laboratory for Structural Chemistry of Unstable and Stable Species, CAS Research/Education Center for Excellence in Molecular Sciences, Institute of Chemistry Chinese Academy of Sciences, Beijing, 100190, PR China
| | - Ranran Sun
- Beijing National Laboratory for Molecular Sciences, State Key Laboratory for Structural Chemistry of Unstable and Stable Species, CAS Research/Education Center for Excellence in Molecular Sciences, Institute of Chemistry Chinese Academy of Sciences, Beijing, 100190, PR China; University of Chinese Academy of Sciences, Beijing, 100049, PR China
| | - Saipeng Huang
- School of Chemical Engineering, Northwest University, Xi'an, 710069, PR China
| | - Pengqi Guo
- School of Chemical Engineering, Northwest University, Xi'an, 710069, PR China.
| | - Qian Li
- Beijing National Laboratory for Molecular Sciences, State Key Laboratory for Structural Chemistry of Unstable and Stable Species, CAS Research/Education Center for Excellence in Molecular Sciences, Institute of Chemistry Chinese Academy of Sciences, Beijing, 100190, PR China
| | - Lixia Wang
- Beijing National Laboratory for Molecular Sciences, State Key Laboratory for Structural Chemistry of Unstable and Stable Species, CAS Research/Education Center for Excellence in Molecular Sciences, Institute of Chemistry Chinese Academy of Sciences, Beijing, 100190, PR China
| | - Hongxia Sun
- Beijing National Laboratory for Molecular Sciences, State Key Laboratory for Structural Chemistry of Unstable and Stable Species, CAS Research/Education Center for Excellence in Molecular Sciences, Institute of Chemistry Chinese Academy of Sciences, Beijing, 100190, PR China; University of Chinese Academy of Sciences, Beijing, 100049, PR China.
| | - Li Yao
- Beijing National Laboratory for Molecular Sciences, State Key Laboratory for Structural Chemistry of Unstable and Stable Species, CAS Research/Education Center for Excellence in Molecular Sciences, Institute of Chemistry Chinese Academy of Sciences, Beijing, 100190, PR China; University of Chinese Academy of Sciences, Beijing, 100049, PR China.
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14
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Bednarz A, Rosendal RT, Lund LM, Birkedal V. Probing G-quadruplex-ligand binding using DNA intrinsic fluorescence. Biochimie 2024; 227:61-67. [PMID: 38936685 DOI: 10.1016/j.biochi.2024.06.009] [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: 12/07/2023] [Revised: 06/24/2024] [Accepted: 06/24/2024] [Indexed: 06/29/2024]
Abstract
G-quadruplexes (G4s) are helical four-stranded nucleic acid structures that can form in guanine-rich sequences, which are mostly found in functional cellular regions, such as telomeres, promoters, and DNA replication origins. Great efforts are being made to target these structures towards the development of specific small molecule G4 binders for novel anti-cancer, neurological, and viral therapies. Here, we introduce an optical assay based on quenching of the intrinsic fluorescence of DNA G-quadruplexes for assessing and comparing the G4 binding affinity of various small molecule ligands in solutions. We show that the approach allows direct quantification of ligand binding to distinctive G4 topologies. We believe that this method will facilitate quick and reliable evaluation of small molecule G4 ligands and support their development.
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Affiliation(s)
- Aleksandra Bednarz
- Interdisciplinary Nanoscience Center (iNANO), Aarhus University, Denmark; Department of Chemistry, Aarhus University, Denmark
| | - Rebecca Torp Rosendal
- Interdisciplinary Nanoscience Center (iNANO), Aarhus University, Denmark; Department of Chemistry, Aarhus University, Denmark
| | - Line Mørkholt Lund
- Interdisciplinary Nanoscience Center (iNANO), Aarhus University, Denmark; Department of Chemistry, Aarhus University, Denmark
| | - Victoria Birkedal
- Interdisciplinary Nanoscience Center (iNANO), Aarhus University, Denmark; Department of Chemistry, Aarhus University, Denmark.
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15
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Reed CR, Kennedy SD, Horowitz RH, Keedakkatt Puthenpeedikakkal AM, Stern HA, Mathews DH. Modeling and NMR Data Elucidate the Structure of a G-Quadruplex-Ligand Interaction for a Pu22T-Cyclometalated Iridium(III) System. J Phys Chem B 2024; 128:11634-11643. [PMID: 39560366 PMCID: PMC11613442 DOI: 10.1021/acs.jpcb.4c06262] [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: 09/16/2024] [Revised: 10/31/2024] [Accepted: 11/05/2024] [Indexed: 11/20/2024]
Abstract
Cyclometalated iridium(III) complexes are increasingly being developed for application in G-quadruplex (GQ) nucleic acid biosensors. We monitored the interactions of a GQ structure with an iridium(III) complex by nuclear magnetic resonance (NMR) titrations and subsequently compared the binding site inferred from NMR with binding positions modeled by molecular docking and molecular dynamics simulations. When titrated into a solution of G-quadruplex Pu22T, compound 1(PF6), [Ir(ppy)2(pizp)](PF6), where ppy is 2-phenylpyridine and pizp is 2-phenylimidazole[4,5f][1,10]phenanthroline, had the greatest impact on the hydrogen chemical shifts of G5, G8, G9, G13, and G17 residues of Pu22T, indicating end-stacking at the 5' tetrad. In blind cross-docking studies with Autodock 4, end-stacking at the 5' tetrad was found as the lowest energy binding position. AMBER molecular dynamics simulations resulted in a refined binding position at the 5' tetrad with improved pi stacking. For this model system, Pu22T-1, molecular docking and molecular dynamics simulations are tools that are able to predict the experimentally determined binding position.
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Affiliation(s)
- Carly R. Reed
- Department
of Chemistry and Biochemistry, SUNY Brockport, Brockport, New York 14420, United States
| | - Scott D. Kennedy
- Department
of Biochemistry & Biophysics and Center for RNA Biology, University of Rochester Medical Center, Rochester, New York 14642, United States
| | - Rachel H. Horowitz
- Department
of Chemistry and Biochemistry, SUNY Brockport, Brockport, New York 14420, United States
| | | | - Harry A. Stern
- Orogen
Therapeutics, 12 Gill
Street Suite 4200, Woburn, Massachusetts 01801, United States
| | - David H. Mathews
- Department
of Biochemistry & Biophysics and Center for RNA Biology, University of Rochester Medical Center, Rochester, New York 14642, United States
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16
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Ishikawa R, Yanagita K, Shimada S, Sasaki S, Hirokawa T, Ma Y, Nagasawa K, Tera M. Topology-selective photo-crosslinking of G-quadruplexes via dual G-quartet and groove recognition. Chem Commun (Camb) 2024; 60:13550-13553. [PMID: 39474792 DOI: 10.1039/d4cc04804k] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2024]
Abstract
The novel photo-crosslinking ligand 6OTD-Bp, bearing an alkylamine benzophenone (Bp) with macrocyclic hexaoxazole (6OTD), was shown to preferentially ligate with hybrid G4s through recognizing both G-quartets and their characteristic wide groove. Higher crosslinking yield was observed for hybrid G4 with wider grooves.
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Affiliation(s)
- Ryo Ishikawa
- Department of Biotechnology and Life Science, Tokyo University of Agriculture and Technology, 2-24-16 Naka-cho, Koganei city, Tokyo 184-8588, Japan.
| | - Kazuki Yanagita
- Department of Biotechnology and Life Science, Tokyo University of Agriculture and Technology, 2-24-16 Naka-cho, Koganei city, Tokyo 184-8588, Japan.
| | - Sayuri Shimada
- Department of Biotechnology and Life Science, Tokyo University of Agriculture and Technology, 2-24-16 Naka-cho, Koganei city, Tokyo 184-8588, Japan.
| | - Shogo Sasaki
- Department of Chemistry, Biology, and Environmental Science, Faculty of Science, Nara Women's University, Kitauoyanishi-machi, Nara 630-8506, Japan
| | - Takatsugu Hirokawa
- Transborder Medical Research Center, University of Tsukuba, 1-1-1 Tennodai, Tsukuba 305-8575, Japan
- Division of Biomedical Science, Faculty of Medicine, University of Tsukuba, 1-1-1 Tennodai, Tsukuba 305-8575, Japan
| | - Yue Ma
- Bioscience Center, Institute of Science Tokyo, 2-3-10 Kanda-Surugadai, Chiyoda-ku, Tokyo 101-0062, Japan
| | - Kazuo Nagasawa
- Department of Biotechnology and Life Science, Tokyo University of Agriculture and Technology, 2-24-16 Naka-cho, Koganei city, Tokyo 184-8588, Japan.
| | - Masayuki Tera
- Department of Biotechnology and Life Science, Tokyo University of Agriculture and Technology, 2-24-16 Naka-cho, Koganei city, Tokyo 184-8588, Japan.
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17
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Holden L, Curley RC, Avella G, Long C, Keyes TE. Targeting Mitochondrial Guanine Quadruplexes for Photoactivatable Chemotherapy in Hypoxic Environments. Angew Chem Int Ed Engl 2024; 63:e202408581. [PMID: 39012206 DOI: 10.1002/anie.202408581] [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: 05/06/2024] [Revised: 06/29/2024] [Accepted: 07/14/2024] [Indexed: 07/17/2024]
Abstract
A first example of a mitochondrial G-quadruplex (mitoG4s) targeted Ru(II) photooxidant complex is reported. The complex, Ru-TAP-PDC3 induces photodamage toward guanine quadruplexes (G4s) located in the mitochondrial genome under hypoxic and normoxic conditions. Ru-TAP-PDC3 shows high affinity for mitoG4s and localises within mitochondria of live HeLa cells. Immunolabelling with anti-G4 antibody, BG4, confirms Ru-TAP-PDC3 associates with G4s within the mitochondria of fixed cells. The complex induces depletion of mtDNA in live cells under irradiation at 405 nm, confirmed by loss of PicoGreen signal from mitochondria. Biochemical studies confirm this process induces apoptosis. The complex shows low dark toxicity and an impressive phototoxicity index (PI) of >89 was determined in Hela under very low intensity irradiation, 5 J/cm2. The phototoxicity is thought to operate through both Type II singlet oxygen and Type III pathways depending on normoxic or hypoxic conditions, from live cell assays and plasmid DNA cleavage. Overall, we demonstrate targeting mitoG4s and mtDNA with a photooxidant is a potent route to achieving apoptosis under hypoxic conditions that can be extended to phototherapy.
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Affiliation(s)
- Lorcan Holden
- School of Chemical Sciences National Center for Sensor Research, Dublin City University, Dublin, 9, Ireland
| | - Rhianne C Curley
- School of Chemical Sciences National Center for Sensor Research, Dublin City University, Dublin, 9, Ireland
| | - Giuseppe Avella
- School of Chemical Sciences National Center for Sensor Research, Dublin City University, Dublin, 9, Ireland
| | - Conor Long
- School of Chemical Sciences National Center for Sensor Research, Dublin City University, Dublin, 9, Ireland
| | - Tia E Keyes
- School of Chemical Sciences National Center for Sensor Research, Dublin City University, Dublin, 9, Ireland
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18
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Obara P, Wolski P, Pańczyk T. Insights into the Molecular Structure, Stability, and Biological Significance of Non-Canonical DNA Forms, with a Focus on G-Quadruplexes and i-Motifs. Molecules 2024; 29:4683. [PMID: 39407611 PMCID: PMC11477922 DOI: 10.3390/molecules29194683] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2024] [Revised: 09/27/2024] [Accepted: 09/30/2024] [Indexed: 10/20/2024] Open
Abstract
This article provides a comprehensive examination of non-canonical DNA structures, particularly focusing on G-quadruplexes (G4s) and i-motifs. G-quadruplexes, four-stranded structures formed by guanine-rich sequences, are stabilized by Hoogsteen hydrogen bonds and monovalent cations like potassium. These structures exhibit diverse topologies and are implicated in critical genomic regions such as telomeres and promoter regions of oncogenes, playing significant roles in gene expression regulation, genome stability, and cellular aging. I-motifs, formed by cytosine-rich sequences under acidic conditions and stabilized by hemiprotonated cytosine-cytosine (C:C+) base pairs, also contribute to gene regulation despite being less prevalent than G4s. This review highlights the factors influencing the stability and dynamics of these structures, including sequence composition, ionic conditions, and environmental pH. Molecular dynamics simulations and high-resolution structural techniques have been pivotal in advancing our understanding of their folding and unfolding mechanisms. Additionally, the article discusses the therapeutic potential of small molecules designed to selectively bind and stabilize G4s and i-motifs, with promising implications for cancer treatment. Furthermore, the structural properties of these DNA forms are explored for applications in nanotechnology and molecular devices. Despite significant progress, challenges remain in observing these structures in vivo and fully elucidating their biological functions. The review underscores the importance of continued research to uncover new insights into the genomic roles of G4s and i-motifs and their potential applications in medicine and technology. This ongoing research promises exciting developments in both basic science and applied fields, emphasizing the relevance and future prospects of these intriguing DNA structures.
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Affiliation(s)
| | | | - Tomasz Pańczyk
- Jerzy Haber Institute of Catalysis and Surface Chemistry, Polish Academy of Sciences, ul. Niezapominajek 8, 30239 Cracow, Poland; (P.O.); (P.W.)
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19
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Štefan U, Brázda V, Plavec J, Marušič M. The influence of G-tract and loop length on the topological variability of putative five and six G-quartet DNA structures in the human genome. Int J Biol Macromol 2024; 280:136008. [PMID: 39326605 DOI: 10.1016/j.ijbiomac.2024.136008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2024] [Revised: 09/23/2024] [Accepted: 09/23/2024] [Indexed: 09/28/2024]
Abstract
Local variation of DNA structure and its dynamic nature play an essential role in the regulation of important biological processes. One of the most prominent noncanonical structures are G-quadruplexes, which form in vivo within guanine-rich regions and have been demonstrated to be involved in the regulation of transcription, translation and telomere maintenance. We provide an analysis of G-quadruplex formation in sequences with five and six guanine residues long G-tracts, which have emerged from the investigation of the gapless human genome and are associated with genes related to cancer and neurodegenerative diseases. We systematically explored the effect of G-tract and loop elongations by means of NMR and CD spectroscopy and polyacrylamide electrophoresis. Despite both types of elongation leading up to structural polymorphism, we successfully determined the topologies of four out of eight examined sequences, one of which contributes to a very scarce selection of currently known intramolecular four G-quartet structures in potassium solutions. We demonstrate that examined sequences are incompatible with five or six G-quartet structures with propeller loops, although the compatibility with other loop types cannot be factored out. Lastly, we propose a novel approach towards specific G-quadruplex targeting that could be implemented in structures with more than four G-quartets.
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Affiliation(s)
- Urša Štefan
- Faculty of Chemistry and Chemical Technology, University of Ljubljana, Večna pot 113, SI-1000 Ljubljana, Slovenia
| | - Václav Brázda
- Institute of Biophysics of the Czech Academy of Sciences, Královopolská 135, 61265 Brno, Czech Republic
| | - Janez Plavec
- Faculty of Chemistry and Chemical Technology, University of Ljubljana, Večna pot 113, SI-1000 Ljubljana, Slovenia; Slovenian NMR Center, National Institute of Chemistry, Hajdrihova 19, SI-1000 Ljubljana, Slovenia; EN-FIST Center of Excellence, SI-1000 Ljubljana, Slovenia
| | - Maja Marušič
- Slovenian NMR Center, National Institute of Chemistry, Hajdrihova 19, SI-1000 Ljubljana, Slovenia.
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20
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Lam SY, Umar MI, Zhao H, Zhao J, Kwok CK. Capture of RNA G-quadruplex structures using an l-RNA aptamer. RSC Chem Biol 2024:d4cb00161c. [PMID: 39219982 PMCID: PMC11359968 DOI: 10.1039/d4cb00161c] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2024] [Accepted: 08/13/2024] [Indexed: 09/04/2024] Open
Abstract
G-quadruplexes (dG4 and rG4) are nucleic acid secondary structures formed by the self-assembly of certain G-rich sequences, and they have distinctive chemical properties and play crucial roles in fundamental biological processes. Small molecule G4 ligands were shown to be crucial in characterizing G4s and understanding their functions. Nevertheless, concerns regarding the specificity of these synthetic ligands for further investigation of G4s, especially for rG4 isolation purposes, have been raised. In comparison to G4 ligands, we propose a novel magnetic bead-based pulldown assay that enables the selective capture of general rG4s using functionalized l-Apt.4-1c from both simple buffer and complex media, including total RNA and the cell lysate. We found that our l-RNA aptamer can pulldown general rG4s with a higher efficiency and specificity than the G4 small molecule ligand BioTASQ v.1 in the presence of non-target competitors, including dG4 and non-G4 structures. Our findings reveal that biotinylated l-aptamers can serve as effective molecular tools for the affinity-based enrichment of rG4 of interest using this new assay, which was also verified by quantitative reverse transcription-polymerase chain reaction (RT-qPCR) on endogenous transcripts. This work provides new and important insights into rG4 isolation using a functionalized l-aptamer, which can potentially be applied in a transcript-specific or transcriptome-wide manner in the future.
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Affiliation(s)
- Sin Yu Lam
- Department of Chemistry and State Key Laboratory of Marine Pollution, City University of Hong Kong Kowloon Tong Hong Kong SAR 999077 China
| | - Mubarak Ishaq Umar
- Department of Chemistry and State Key Laboratory of Marine Pollution, City University of Hong Kong Kowloon Tong Hong Kong SAR 999077 China
- RNA Molecular Biology Group, National Institute of Arthritis and Musculoskeletal and Skin Diseases (NIAMS), National Institutes of Health Bethesda MD USA
| | - Haizhou Zhao
- Department of Chemistry and State Key Laboratory of Marine Pollution, City University of Hong Kong Kowloon Tong Hong Kong SAR 999077 China
| | - Jieyu Zhao
- Department of Chemistry and State Key Laboratory of Marine Pollution, City University of Hong Kong Kowloon Tong Hong Kong SAR 999077 China
| | - Chun Kit Kwok
- Department of Chemistry and State Key Laboratory of Marine Pollution, City University of Hong Kong Kowloon Tong Hong Kong SAR 999077 China
- Shenzhen Research Institute of City University of Hong Kong Shenzhen China
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21
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Chilton B, Roach RJ, Edwards PJB, Jameson GB, Hale TK, Filichev VV. Inverted strand polarity yields thermodynamically stable G-quadruplexes and prevents duplex formation within extended DNA. Chem Sci 2024:d3sc05432b. [PMID: 39246343 PMCID: PMC11376080 DOI: 10.1039/d3sc05432b] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2023] [Accepted: 08/26/2024] [Indexed: 09/10/2024] Open
Abstract
DNA G-quadruplexes (G4) formed in guanine-rich sequences play a key role in genome function and maintenance, interacting with multiple proteins. However, structural and functional studies of G4s within duplex DNA have been challenging because of the transient nature of G4s and thermodynamic preference of G-rich DNA to form duplexes with their complementary strand rather than G4s. To overcome these challenges, we have incorporated native nucleotides in G-rich sequences using commercially available inverted 3'-O-DMT-5'-O-phosphoramidites of native nucleosides, to give 3'-3' and 5'-5' linkages in the centre of the G-tract. Using circular dichroism and 1H nuclear magnetic resonance spectroscopies and native gel electrophoresis, we demonstrate that these polarity-inverted DNA sequences containing four telomeric repeats form G4s of parallel topology with one lateral or diagonal loop across the face of the quadruplex and two propeller loops across the edges of the quadruplex. These G4s were stable even in the presence of complementary C-rich DNA. As an example, G4 assemblies of inverted polarity were shown to bind to the hinge region of Heterochromatin Protein 1α (HP1α), a known G4-interacting domain. As such, internal polarity inversions in DNA provide a useful tool to control G4 topology while also disrupting the formation of other secondary structures, particularly the canonical duplex.
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Affiliation(s)
- Bruce Chilton
- School of Food Technology and Natural Sciences, Massey University Private Bag 11-222 Palmerston North 4442 New Zealand
| | - Ruby J Roach
- School of Food Technology and Natural Sciences, Massey University Private Bag 11-222 Palmerston North 4442 New Zealand
| | - Patrick J B Edwards
- School of Food Technology and Natural Sciences, Massey University Private Bag 11-222 Palmerston North 4442 New Zealand
| | - Geoffrey B Jameson
- School of Food Technology and Natural Sciences, Massey University Private Bag 11-222 Palmerston North 4442 New Zealand
| | - Tracy K Hale
- School of Food Technology and Natural Sciences, Massey University Private Bag 11-222 Palmerston North 4442 New Zealand
| | - Vyacheslav V Filichev
- School of Food Technology and Natural Sciences, Massey University Private Bag 11-222 Palmerston North 4442 New Zealand
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22
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Alam P, Clovis NS, Chand AK, Khan MF, Sen S. Effect of molecular crowders on ligand binding kinetics with G-quadruplex DNA probed by fluorescence correlation spectroscopy. Methods Appl Fluoresc 2024; 12:045002. [PMID: 39013401 DOI: 10.1088/2050-6120/ad63f5] [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: 05/07/2024] [Accepted: 07/16/2024] [Indexed: 07/18/2024]
Abstract
Guanine-rich single-stranded DNA folds into G-quadruplex DNA (GqDNA) structures, which play crucial roles in various biological processes. These structures are also promising targets for ligands, potentially inducing antitumor effects. While thermodynamic parameters of ligand/DNA interactions are well-studied, the kinetics of ligand interaction with GqDNA, particularly in cell-like crowded environments, remain less explored. In this study, we investigate the impact of molecular crowding agents (glucose, sucrose, and ficoll 70) at physiologically relevant concentrations (20% w/v) on the association and dissociation rates of the benzophenoxazine-core based ligand, cresyl violet (CV), with human telomeric antiparallel-GqDNA. We utilized fluorescence correlation spectroscopy (FCS) along with other techniques. Our findings reveal that crowding agents decrease the binding affinity of CV to GqDNA, with the most significant effect-a nearly three-fold decrease-observed with ficoll 70. FCS measurements indicate that this decrease is primarily due to a viscosity-induced slowdown of ligand association in the crowded environment. Interestingly, dissociation rates remain largely unaffected by smaller crowders, with only small effect observed in presence of ficoll 70 due to direct but weak interaction between the ligand and ficoll. These results along with previously reported data provide valuable insights into ligand/GqDNA interactions in cellular contexts, suggesting a conserved mechanism of saccharide crowder influence, regardless of variations in GqDNA structure and ligand binding mode. This underscores the importance of considering crowding effects in the design and development of GqDNA-targeted drugs for potential cancer treatment.
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Affiliation(s)
- Parvez Alam
- Spectroscopy Laboratory, School of Physical Sciences, Jawaharlal Nehru University, New Delhi 110067, India
| | - Ndege Simisi Clovis
- Spectroscopy Laboratory, School of Physical Sciences, Jawaharlal Nehru University, New Delhi 110067, India
| | - Ajay Kumar Chand
- Spectroscopy Laboratory, School of Physical Sciences, Jawaharlal Nehru University, New Delhi 110067, India
| | - Mohammad Firoz Khan
- Spectroscopy Laboratory, School of Physical Sciences, Jawaharlal Nehru University, New Delhi 110067, India
| | - Sobhan Sen
- Spectroscopy Laboratory, School of Physical Sciences, Jawaharlal Nehru University, New Delhi 110067, India
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23
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Fracchioni G, Vailati S, Grazioli M, Pirota V. Structural Unfolding of G-Quadruplexes: From Small Molecules to Antisense Strategies. Molecules 2024; 29:3488. [PMID: 39124893 PMCID: PMC11314335 DOI: 10.3390/molecules29153488] [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: 06/30/2024] [Revised: 07/22/2024] [Accepted: 07/22/2024] [Indexed: 08/12/2024] Open
Abstract
G-quadruplexes (G4s) are non-canonical nucleic acid secondary structures that have gathered significant interest in medicinal chemistry over the past two decades due to their unique structural features and potential roles in a variety of biological processes and disorders. Traditionally, research efforts have focused on stabilizing G4s, while in recent years, the attention has progressively shifted to G4 destabilization, unveiling new therapeutic perspectives. This review provides an in-depth overview of recent advances in the development of small molecules, starting with the controversial role of TMPyP4. Moreover, we described effective metal complexes in addition to G4-disrupting small molecules as well as good G4 stabilizing ligands that can destabilize G4s in response to external stimuli. Finally, we presented antisense strategies as a promising approach for destabilizing G4s, with a particular focus on 2'-OMe antisense oligonucleotide, peptide nucleic acid, and locked nucleic acid. Overall, this review emphasizes the importance of understanding G4 dynamics as well as ongoing efforts to develop selective G4-unfolding strategies that can modulate their biological function and therapeutic potential.
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Affiliation(s)
- Giorgia Fracchioni
- Department of Chemistry, University of Pavia, via Taramelli 10, 27100 Pavia, Italy; (G.F.); (S.V.); (M.G.)
- G4-INTERACT Group, Universal Scientific Education and Research Network (USERN), 27100 Pavia, Italy
| | - Sabrina Vailati
- Department of Chemistry, University of Pavia, via Taramelli 10, 27100 Pavia, Italy; (G.F.); (S.V.); (M.G.)
- PhD National Program in One Health Approaches to Infectious Diseases and Life Science Research, Department of Public Health, Experimental and Forensic Medicine, University of Pavia, 27100 Pavia, Italy
| | - Marta Grazioli
- Department of Chemistry, University of Pavia, via Taramelli 10, 27100 Pavia, Italy; (G.F.); (S.V.); (M.G.)
| | - Valentina Pirota
- Department of Chemistry, University of Pavia, via Taramelli 10, 27100 Pavia, Italy; (G.F.); (S.V.); (M.G.)
- G4-INTERACT Group, Universal Scientific Education and Research Network (USERN), 27100 Pavia, Italy
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24
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Mazzini S, Borgonovo G, Princiotto S, Artali R, Musso L, Aviñó A, Eritja R, Gargallo R, Dallavalle S. Quadruplex-duplex junction in LTR-III: A molecular insight into the complexes with BMH-21, namitecan and doxorubicin. PLoS One 2024; 19:e0306239. [PMID: 39046961 PMCID: PMC11268700 DOI: 10.1371/journal.pone.0306239] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2024] [Accepted: 06/13/2024] [Indexed: 07/27/2024] Open
Abstract
Quadruplex-Duplex (Q-D) junctions are unique structural motifs garnering increasing interest as drug targets, due to their frequent occurrence in genomic sequences. The viral HIV LTR-III sequence was chosen as a Q-D junction model to study the affinity of the selected compounds BMH-21, namitecan (ST-1968), and doxorubicin (DOXO), all containing a planar polycyclic aromatic moiety, linked to either one short aminoalkyl or an aminoglycosyl group. A multidisciplinary approach that combines NMR spectroscopy, molecular modelling, circular dichroism (CD) and fluorescence spectroscopy was employed. The studied ligands induced moderate but clear stabilization to the Q-D junction by interacting with the interfacial tetrad. DOXO was found to be the best Q-D junction binder. Interestingly, the removal of the aminoglycosyl group significantly changed the pattern of the interactions, indicating that highly polar substituents have a stronger affinity with the exposed regions of the Q-D junction, particularly at the level of the interfacial tetrad.
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Affiliation(s)
- Stefania Mazzini
- Department of Food, Environmental and Nutritional Sciences (DEFENS), University of Milan, Milan, Italy
| | - Gigliola Borgonovo
- Department of Food, Environmental and Nutritional Sciences (DEFENS), University of Milan, Milan, Italy
| | - Salvatore Princiotto
- Department of Food, Environmental and Nutritional Sciences (DEFENS), University of Milan, Milan, Italy
| | - Roberto Artali
- Scientia Advice di Roberto Artali, Cesano Maderno (MB), Italy
| | - Loana Musso
- Department of Food, Environmental and Nutritional Sciences (DEFENS), University of Milan, Milan, Italy
| | - Anna Aviñó
- Institute for Advanced Chemistry of Catalonia (IQAC), CSIC, Networking Center on Bioengineering, Biomaterials and Nanomedicine (CIBER-BBN), ISCIII, Barcelona, Spain
| | - Ramon Eritja
- Institute for Advanced Chemistry of Catalonia (IQAC), CSIC, Networking Center on Bioengineering, Biomaterials and Nanomedicine (CIBER-BBN), ISCIII, Barcelona, Spain
| | - Raimundo Gargallo
- Department of Chemical Engineering and Analytical Chemistry, University of Barcelona, Barcelona, Spain
| | - Sabrina Dallavalle
- Department of Food, Environmental and Nutritional Sciences (DEFENS), University of Milan, Milan, Italy
- National Institute of Fundamental Studies, Kandy, Sri Lanka
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25
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Głuszyńska A, Kosman J, Chuah SS, Hoffmann M, Haider S. Carbazole Derivatives Binding to Bcl-2 Promoter Sequence G-quadruplex. Pharmaceuticals (Basel) 2024; 17:912. [PMID: 39065762 PMCID: PMC11279778 DOI: 10.3390/ph17070912] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2024] [Revised: 07/04/2024] [Accepted: 07/05/2024] [Indexed: 07/28/2024] Open
Abstract
In this study, we used ultraviolet-visible (UV-Vis), fluorescence, and circular dichroism (CD) techniques, as well as molecular modeling, to probe the interactions between carbazole derivatives and the G-quadruplex structure formed in the promoter region of gene Bcl-2. This gene is a rational target for anticancer therapy due to its high expression in a variety of tumors as well as resistance to chemotherapy-induced apoptosis. We employed a sequence with a specific dual G-to-T mutation that may form a mixed-type hybrid G-quadruplex structure in the Bcl-2 P1 promoter region. The three tested carbazole compounds differing in substitution on the nitrogen atom of carbazole interact with the Bcl-2 G-quadruplex by the same binding mode with the very comparable binding affinities in the order of 105 M-1. During absorption and fluorescence measurements, large changes in the ligand spectra were observed at higher G4 concentrations. The spectrophotometric titration results showed a two-step complex formation between the ligands and the G-quadruplex in the form of initial hypochromicity followed by hyperchromicity with a bathochromic shift. The strong fluorescence enhancement of ligands was observed after binding to the DNA. All of the used analytical techniques, as well as molecular modeling, suggested the π-π interaction between carbazole ligands and a guanine tetrad of the Bcl-2 G-quadruplex. Molecular modeling has shown differences in the interaction between each of the ligands and the tested G-quadruplex, which potentially had an impact on the binding strength.
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Affiliation(s)
- Agata Głuszyńska
- Department of Bioanalytical Chemistry, Faculty of Chemistry, Adam Mickiewicz University, Uniwersytetu Poznańskiego 8, 61-614 Poznań, Poland;
| | - Joanna Kosman
- Department of Bioanalytical Chemistry, Faculty of Chemistry, Adam Mickiewicz University, Uniwersytetu Poznańskiego 8, 61-614 Poznań, Poland;
- Laboratory of Molecular Assays and Imaging, Institute of Bioorganic Chemistry, Polish Academy of Sciences, Noskowskiego 12/14, 61-704 Poznań, Poland
| | - Shang Shiuan Chuah
- School of Pharmacy, University College London, London WC1N 1AX, UK (S.H.)
| | - Marcin Hoffmann
- Department of Quantum Chemistry, Faculty of Chemistry, Adam Mickiewicz University, Uniwersytetu Poznańskiego 8, 61-614 Poznań, Poland;
| | - Shozeb Haider
- School of Pharmacy, University College London, London WC1N 1AX, UK (S.H.)
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26
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Kamal MAM, Bassil J, Loretz B, Hirsch AKH, Lee S, Lehr CM. Arg-biodynamers as antibiotic potentiators through interacting with Gram-negative outer membrane lipopolysaccharides. Eur J Pharm Biopharm 2024; 200:114336. [PMID: 38795784 DOI: 10.1016/j.ejpb.2024.114336] [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: 04/18/2024] [Revised: 05/18/2024] [Accepted: 05/20/2024] [Indexed: 05/28/2024]
Abstract
Antimicrobial resistance is becoming more prominent day after day due to a number of mechanisms by microbes, especially the sophisticated biological barriers of bacteria, especially in Gram-negatives. There, the lipopolysaccharides (LPS) layer is a unique component of the outer leaflet of the outer membrane which is highly impermeable and prevents antibiotics from passing passively into the intracellular compartments. Biodynamers, a novel class of dynamically bio-responsive polymers, may open new perspectives to overcome this particular barrier by accommodating various secondary structures and form supramolecular structures in such bacterial microenvironments. Generally, bio-responsive polymers are not only candidates as bio-active molecules against bacteria but also carriers via their interactions with the cargo. Based on their dynamicity, design flexibility, biodegradability, biocompatibility, and pH-responsiveness, we investigated the potential of two peptide-based biodynamers for improving antimicrobial drug delivery. By a range of experimental methods, we discovered a greater affinity of Arg-biodynamers for bacterial membranes than for mammalian membranes as well as an enhanced LPS targeting on the bacterial membrane, opening perspectives for enhancing the delivery of antimicrobials across the Gram-negative bacterial cell envelope. This could be explained by the change of the secondary structure of Arg-biodynamers into a predominant β-sheet character in the LPS microenvironment, by contrast to the α-helical structure typically observed for most lipid membrane-permeabilizing peptides. In comparison to poly-L-arginine, the intrinsic antibacterial activity of Arg-biodynamers was nearly unchanged, but its toxicity against mammalian cells was >128-fold reduced. When used in bacterio as an antibiotic potentiator, however, Arg-biodynamers improved the minimum inhibitory concentration (MIC) against Escherichia coli by 32 times compared to colistin alone. Similar effect has also been observed in two stains of Pseudomonas aeruginosa. Arg-biodynamers may therefore represent an interesting option as an adjuvant for antibiotics against Gram-negative bacteria and to overcome antimicrobial resistance.
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Affiliation(s)
- Mohamed A M Kamal
- Helmholtz Institute for Pharmaceutical Research Saarland (HIPS), Helmholtz Centre for Infection Research (HZI), Saarland University, 66123 Saarbrücken, Germany; Saarland University, Department of Pharmacy, 66123 Saarbrücken, Germany
| | - Justine Bassil
- Helmholtz Institute for Pharmaceutical Research Saarland (HIPS), Helmholtz Centre for Infection Research (HZI), Saarland University, 66123 Saarbrücken, Germany; Saarland University, Department of Pharmacy, 66123 Saarbrücken, Germany
| | - Brigitta Loretz
- Helmholtz Institute for Pharmaceutical Research Saarland (HIPS), Helmholtz Centre for Infection Research (HZI), Saarland University, 66123 Saarbrücken, Germany
| | - Anna K H Hirsch
- Helmholtz Institute for Pharmaceutical Research Saarland (HIPS), Helmholtz Centre for Infection Research (HZI), Saarland University, 66123 Saarbrücken, Germany; Saarland University, Department of Pharmacy, 66123 Saarbrücken, Germany
| | - Sangeun Lee
- Helmholtz Institute for Pharmaceutical Research Saarland (HIPS), Helmholtz Centre for Infection Research (HZI), Saarland University, 66123 Saarbrücken, Germany; Saarland University, Department of Pharmacy, 66123 Saarbrücken, Germany.
| | - Claus-Michael Lehr
- Helmholtz Institute for Pharmaceutical Research Saarland (HIPS), Helmholtz Centre for Infection Research (HZI), Saarland University, 66123 Saarbrücken, Germany; Saarland University, Department of Pharmacy, 66123 Saarbrücken, Germany.
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27
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Laigre E, Bonnet H, Beauvineau C, Lavergne T, Verga D, Defrancq E, Dejeu J, Teulade-Fichou MP. Systematic Evaluation of Benchmark G4 Probes and G4 Clinical Drugs using three Biophysical Methods: A Guideline to Evaluate Rapidly G4-Binding Affinity. Chembiochem 2024; 25:e202400210. [PMID: 38619969 DOI: 10.1002/cbic.202400210] [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: 04/08/2024] [Revised: 04/12/2024] [Accepted: 04/15/2024] [Indexed: 04/17/2024]
Abstract
G-quadruplex DNA structures (G4) are proven to interfere with most genetic and epigenetic processes. Small molecules binding these structures (G4 ligands) are invaluable tools to probe G4-biology and address G4-druggability in various diseases (cancer, viral infections). However, the large number of reported G4 ligands (>1000) could lead to confusion while selecting one for a given application. Herein we conducted a systematic affinity ranking of 11 popular G4 ligands vs 5 classical G4 sequences using FRET-melting, G4-FID assays and SPR. Interestingly SPR data globally align with the rankings obtained from the two semi-quantitative assays despite discrepancies due to limits and characteristics of each assay. In the whole, PhenDC3 emerges as the most potent binder irrespective of the G4 sequence. Immediately below PDS, PDC-360A, BRACO19, TMPyP4 and RHPS4 feature strong to medium binding again with poor G4 topology discrimination. More strikingly, the G4 drugs Quarfloxin, CX5461 and c-PDS exhibit weak affinity with all G4s studied. Finally, NMM and Cu-ttpy showed heterogeneous behaviors due, in part, to their physicochemical particularities poorly compatible with screening conditions. The remarkable properties of PhenDC3 led us to propose its use for benchmarking FRET-melting and G4-FID assays for rapid G4-affinity evaluation of newly developed ligands.
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Affiliation(s)
- E Laigre
- CNRS UMR9187, INSERM U1196, Institut Curie, PSL Research University, F-91405, Orsay, France
- CNRS UMR9187, INSERM U1196, Université Paris-Saclay, F-91405, Orsay, France
| | - H Bonnet
- DCM, UMR 5250, Univ. Grenoble Alpes, CNRS, 570 Rue de la Chimie, 38000, Grenoble, France
| | - C Beauvineau
- CNRS UMR9187, INSERM U1196, Institut Curie, PSL Research University, F-91405, Orsay, France
- CNRS UMR9187, INSERM U1196, Université Paris-Saclay, F-91405, Orsay, France
| | - T Lavergne
- DCM, UMR 5250, Univ. Grenoble Alpes, CNRS, 570 Rue de la Chimie, 38000, Grenoble, France
| | - D Verga
- CNRS UMR9187, INSERM U1196, Institut Curie, PSL Research University, F-91405, Orsay, France
- CNRS UMR9187, INSERM U1196, Université Paris-Saclay, F-91405, Orsay, France
| | - E Defrancq
- DCM, UMR 5250, Univ. Grenoble Alpes, CNRS, 570 Rue de la Chimie, 38000, Grenoble, France
| | - J Dejeu
- DCM, UMR 5250, Univ. Grenoble Alpes, CNRS, 570 Rue de la Chimie, 38000, Grenoble, France
- SUPMICROTECH, Université Franche-Comté, CNRS, Institut FEMTO-ST, 25000, Besançon, France
| | - M-P Teulade-Fichou
- CNRS UMR9187, INSERM U1196, Institut Curie, PSL Research University, F-91405, Orsay, France
- CNRS UMR9187, INSERM U1196, Université Paris-Saclay, F-91405, Orsay, France
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28
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Ciaco S, Aronne R, Fiabane M, Mori M. The Rise of Bacterial G-Quadruplexes in Current Antimicrobial Discovery. ACS OMEGA 2024; 9:24163-24180. [PMID: 38882119 PMCID: PMC11170735 DOI: 10.1021/acsomega.4c01731] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/22/2024] [Revised: 05/10/2024] [Accepted: 05/17/2024] [Indexed: 06/18/2024]
Abstract
Antimicrobial resistance (AMR) is a silent critical issue that poses several challenges to health systems. While the discovery of novel antibiotics is currently stalled and prevalently focused on chemical variations of the scaffolds of available drugs, novel targets and innovative strategies are urgently needed to face this global threat. In this context, bacterial G-quadruplexes (G4s) are emerging as timely and profitable targets for the design and development of antimicrobial agents. Indeed, they are expressed in regulatory regions of bacterial genomes, and their modulation has been observed to provide antimicrobial effects with translational perspectives in the context of AMR. In this work, we review the current knowledge of bacterial G4s as well as their modulation by small molecules, including tools and techniques suitable for these investigations. Finally, we critically analyze the needs and future directions in the field, with a focus on the development of small molecules as bacterial G4s modulators endowed with remarkable drug-likeness.
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Affiliation(s)
- Stefano Ciaco
- Department of Biotechnology, Chemistry and Pharmacy, University of Siena, Via Aldo Moro 2, 53100 Siena, Italy
| | - Rossella Aronne
- Department of Biotechnology, Chemistry and Pharmacy, University of Siena, Via Aldo Moro 2, 53100 Siena, Italy
| | - Martina Fiabane
- Department of Biotechnology, Chemistry and Pharmacy, University of Siena, Via Aldo Moro 2, 53100 Siena, Italy
| | - Mattia Mori
- Department of Biotechnology, Chemistry and Pharmacy, University of Siena, Via Aldo Moro 2, 53100 Siena, Italy
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29
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Binacchi F, Giorgi E, Salvadori G, Cirri D, Stifano M, Donati A, Garzella L, Busto N, Garcia B, Pratesi A, Biver T. Exploring the interaction between a fluorescent Ag(I)-biscarbene complex and non-canonical DNA structures: a multi-technique investigation. Dalton Trans 2024; 53:9700-9714. [PMID: 38775704 DOI: 10.1039/d4dt00851k] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/11/2024]
Abstract
Silver compounds are mainly studied as antimicrobial agents, but they also have anticancer properties, with the latter, in some cases, being better than their gold counterparts. Herein, we analyse the first example of a new Ag(I)-biscarbene that can bind non-canonical structures of DNA, more precisely G-quadruplexes (G4), with different binding signatures depending on the type of G4. Moreover, we show that this Ag-based carbene binds the i-motif DNA structure. Alternatively, its Au(I) counterpart, which was investigated for comparison, stabilises mitochondrial G4. Theoretical in silico studies elucidated the details of different binding modes depending on the geometry of G4. The two complexes showed increased cytotoxic activity compared to cisplatin, overcoming its resistance in ovarian cancer. The binding of these new drug candidates with other relevant biosubstrates was studied to afford a more complete picture of their possible targets. In particular, the Ag(I) complex preferentially binds DNA structures over RNA structures, with higher binding constants for the non-canonical nucleic acids with respect to natural calf thymus DNA. Regarding possible protein targets, its interaction with the albumin model protein BSA was also tested.
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Affiliation(s)
- Francesca Binacchi
- Department of Chemistry and Industrial Chemistry, University of Pisa, Via G. Moruzzi 13, 56124 Pisa, Italy.
| | - Ester Giorgi
- Department of Chemistry and Industrial Chemistry, University of Pisa, Via G. Moruzzi 13, 56124 Pisa, Italy.
| | - Giacomo Salvadori
- Department of Chemistry and Industrial Chemistry, University of Pisa, Via G. Moruzzi 13, 56124 Pisa, Italy.
| | - Damiano Cirri
- Department of Chemistry and Industrial Chemistry, University of Pisa, Via G. Moruzzi 13, 56124 Pisa, Italy.
| | - Mariassunta Stifano
- Department of Chemistry and Industrial Chemistry, University of Pisa, Via G. Moruzzi 13, 56124 Pisa, Italy.
| | - Aurora Donati
- Department of Chemistry and Industrial Chemistry, University of Pisa, Via G. Moruzzi 13, 56124 Pisa, Italy.
| | - Linda Garzella
- Department of Chemistry and Industrial Chemistry, University of Pisa, Via G. Moruzzi 13, 56124 Pisa, Italy.
| | - Natalia Busto
- Departamento de Ciencias de la Salud, Universidad de Burgos, Paseo de los Comendadores s/n, 09001 Burgos, Spain
| | - Begona Garcia
- Departamento de Química, Universidad de Burgos, Plaza Misael Bañuelos s/n, 09001 Burgos, Spain
| | - Alessandro Pratesi
- Department of Chemistry and Industrial Chemistry, University of Pisa, Via G. Moruzzi 13, 56124 Pisa, Italy.
| | - Tarita Biver
- Department of Chemistry and Industrial Chemistry, University of Pisa, Via G. Moruzzi 13, 56124 Pisa, Italy.
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30
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Choudhury SD, Kumar P, Choudhury D. Bioactive nutraceuticals as G4 stabilizers: potential cancer prevention and therapy-a critical review. NAUNYN-SCHMIEDEBERG'S ARCHIVES OF PHARMACOLOGY 2024; 397:3585-3616. [PMID: 38019298 DOI: 10.1007/s00210-023-02857-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/14/2023] [Accepted: 11/13/2023] [Indexed: 11/30/2023]
Abstract
G-quadruplexes (G4) are non-canonical, four-stranded, nucleic acid secondary structures formed in the guanine-rich sequences, where guanine nucleotides associate with each other via Hoogsteen hydrogen bonding. These structures are widely found near the functional regions of the mammalian genome, such as telomeres, oncogenic promoters, and replication origins, and play crucial regulatory roles in replication and transcription. Destabilization of G4 by various carcinogenic agents allows oncogene overexpression and extension of telomeric ends resulting in dysregulation of cellular growth-promoting oncogenesis. Therefore, targeting and stabilizing these G4 structures with potential ligands could aid cancer prevention and therapy. The field of G-quadruplex targeting is relatively nascent, although many articles have demonstrated the effect of G4 stabilization on oncogenic expressions; however, no previous study has provided a comprehensive analysis about the potency of a wide variety of nutraceuticals and some of their derivatives in targeting G4 and the lattice of oncogenic cell signaling cascade affected by them. In this review, we have discussed bioactive G4-stabilizing nutraceuticals, their sources, mode of action, and their influence on cellular signaling, and we believe our insight would bring new light to the current status of the field and motivate researchers to explore this relatively poorly studied arena.
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Affiliation(s)
- Satabdi Datta Choudhury
- Department of Chemistry and Biochemistry, Thapar Institute of Engineering and Technology, Patiala, Punjab, 147004, India
| | - Prateek Kumar
- School of Basic Sciences, Indian Institute of Technology (IIT), Mandi, Himachal Pradesh, 175005, India
| | - Diptiman Choudhury
- Department of Chemistry and Biochemistry, Thapar Institute of Engineering and Technology, Patiala, Punjab, 147004, India.
- Centre for Excellence in Emerging Materials, Thapar Institute of Engineering and Technology, Patiala, Punjab, 147004, India.
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31
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Roy S, Majee P, Sudhakar S, Mishra S, Kalia J, Pradeepkumar PI, Srivatsan SG. Structural elucidation of HIV-1 G-quadruplexes in a cellular environment and their ligand binding using responsive 19F-labeled nucleoside probes. Chem Sci 2024; 15:7982-7991. [PMID: 38817587 PMCID: PMC11134374 DOI: 10.1039/d4sc01755b] [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: 03/15/2024] [Accepted: 04/23/2024] [Indexed: 06/01/2024] Open
Abstract
Understanding the structure and recognition of highly conserved regulatory segments of the integrated viral DNA genome that forms unique topologies can greatly aid in devising novel therapeutic strategies to counter chronic infections. In this study, we configured a probe system using highly environment-sensitive nucleoside analogs, 5-fluoro-2'-deoxyuridine (FdU) and 5-fluorobenzofuran-2'-deoxyuridine (FBFdU), to investigate the structural polymorphism of HIV-1 long terminal repeat (LTR) G-quadruplexes (GQs) by fluorescence and 19F NMR. FdU and FBFdU, serving as hairpin and GQ sensors, produced distinct spectral signatures for different GQ topologies adopted by LTR G-rich oligonucleotides. Importantly, systematic 19F NMR analysis in Xenopus laevis oocytes gave unprecedented information on the structure adopted by the LTR G-rich region in the cellular environment. The results indicate that it forms a unique GQ-hairpin hybrid architecture, a potent hotspot for selective targeting. Furthermore, structural models generated using MD simulations provided insights on how the probe system senses different GQs. Using the responsiveness of the probes and Taq DNA polymerase stop assay, we monitored GQ- and hairpin-specific ligand interactions and their synergistic inhibitory effect on the replication process. Our findings suggest that targeting GQ and hairpin motifs simultaneously using bimodal ligands could be a new strategy to selectively block the viral replication.
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Affiliation(s)
- Sarupa Roy
- Department of Chemistry, Indian Institute of Science Education and Research (IISER), Pune Dr Homi Bhabha Road Pune 411008 India
| | - Priyasha Majee
- Department of Chemistry, Indian Institute of Technology Bombay Mumbai 400076 India
| | - Sruthi Sudhakar
- Department of Chemistry, Indian Institute of Technology Bombay Mumbai 400076 India
| | - Satyajit Mishra
- Department of Biological Sciences, Indian Institute of Science Education and Research (IISER) Bhopal Bhopal Bypass Road, Bhauri Bhopal 462066 India
| | - Jeet Kalia
- Department of Biological Sciences, Indian Institute of Science Education and Research (IISER) Bhopal Bhopal Bypass Road, Bhauri Bhopal 462066 India
- Department of Chemistry, Indian Institute of Science Education and Research (IISER) Bhopal Bhopal Bypass Road, Bhauri Bhopal 462066 India
| | - P I Pradeepkumar
- Department of Chemistry, Indian Institute of Technology Bombay Mumbai 400076 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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32
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Lourenço P, Miranda A, Campello MPC, Paulo A, Louis-Mergny J, Cruz C. Targeting proto-oncogene B-MYB G-quadruplex with a nucleic acid-based fluorescent probe. Int J Biol Macromol 2024; 266:131055. [PMID: 38522681 DOI: 10.1016/j.ijbiomac.2024.131055] [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: 12/02/2023] [Revised: 03/08/2024] [Accepted: 03/10/2024] [Indexed: 03/26/2024]
Abstract
The B-MYB gene encodes a transcription factor (B-MYB) that regulates cell growth and survival. Abnormal expression of B-MYB is frequently observed in lung cancer and poses challenges for targeted drug therapy. Oncogenes often contain DNA structures called G-quadruplexes (G4s) in their promoter regions, and B-MYB is no exception. These G4s play roles in genetic regulation and are potential cancer treatment targets. In this study, a probe was designed to specifically identify a G4 within the promoter region of the B-MYB gene. This probe combines an acridine derivative ligand with a DNA segment complementary to the target sequence, enabling it to hybridize with the adjacent sequence of the G4 being investigated. Biophysical studies demonstrated that the acridine derivative ligands C5NH2 and C8NH2 not only effectively stabilized the G4 structure but also exhibited moderate affinity. They were capable of altering the G4 topology and exhibited enhanced fluorescence emission in the presence of this quadruplex. Additionally, these ligands increased the number of G4s observed in cellular studies. Through various biophysical studies, the target sequence was shown to form a G4 structure, even with an extra nucleotide tail added to its flanking region. Cellular studies confirmed the co-localization between the target sequence and the developed probe.
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Affiliation(s)
- Pedro Lourenço
- CICS-UBI - Health Sciences Research Centre, University of Beira Interior, Covilhã, Portugal
| | - André Miranda
- CICS-UBI - Health Sciences Research Centre, University of Beira Interior, Covilhã, Portugal
| | - Maria Paula Cabral Campello
- Centro de Ciências e Tecnologias Nucleares, Instituto Superior Técnico, Universidade de Lisboa, Estrada Nacional 10 (km 139.7), 2695-066 Bobadela, Portugal
| | - António Paulo
- Centro de Ciências e Tecnologias Nucleares, Instituto Superior Técnico, Universidade de Lisboa, Estrada Nacional 10 (km 139.7), 2695-066 Bobadela, Portugal; Departamento de Engenharia e Ciências Nucleares, Instituto Superior Técnico, Universidade de Lisboa, Estrada Nacional 10 (km 139.7), 2695-066 Bobadela, Portugal
| | - Jean Louis-Mergny
- Laboratoire d'Optique et Biosciences, École Polytechnique, Institut Polytechnique de Paris, CNRS, INSERM, 91120 Palaiseau, France
| | - Carla Cruz
- CICS-UBI - Health Sciences Research Centre, University of Beira Interior, Covilhã, Portugal; Departamento de Química da Faculdade de Ciências da Universidade da Beira Interior, Rua Marquês de Ávila e Bolama, 6201-001 Covilhã, Portugal.
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Bağda E. Insights into the G-quadruplex DNA interaction landscape: Comparative analysis of anionic Zn(II) and Co(II) phthalocyanine-tetrasulfonate complexes. J Mol Recognit 2024; 37:e3082. [PMID: 38471837 DOI: 10.1002/jmr.3082] [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: 01/01/2024] [Revised: 02/15/2024] [Accepted: 02/22/2024] [Indexed: 03/14/2024]
Abstract
G-quadruplexes play a pivotal role in regulating various cellular processes, including gene expression and replication, making them essential structures in understanding, and manipulating cellular functions. The development of G-quadruplex ligands holds significant promise in therapeutic and research applications, offering targeted tools to modulate G-quadruplex structures and potentially influence critical biological pathways. An exciting frontier in G-quadruplex research lies in the exploration of anionic ligands, and their profound impact on stabilizing and modulating G-quadruplex DNA. In this study, the interaction of two anionic phthalocyanine compounds (Zinc (II) phthalocyanine 3,4',4″,4‴-tetrasulfonic acid, tetrasodium salt, ZnAPC; cobalt (II) phthalocyanine 3,4',4″,4‴-tetrasulfonic acid, tetrasodium salt, CoAPC) and three separate G-quadruplex-forming DNA sequences was investigated. Interactions were carried out by DNA polymerase stop studies along with spectroscopic studies. According to the results of experimental data, it was determined that ZnAPC actively interacts with the G-quadruplex DNA structures. On the other hand, it was thought that the interaction with CoAPC was less and even occurred in simple electrostatic interactions. KD constants and Bmax constants for the interaction with ZnAPC were calculated. The KD constants for ZnAPC were found to be (1.16 ± 0.07) × 10-5, (9.75 ± .24) × 10-6 and (1.00 ± 0.36) × 10-4 M for AS1411, Vegf, and Tel21, respectively. Accordingly, it was concluded that ZnAPC interacts with G-quadruplex DNA ligands effectively.
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Affiliation(s)
- Efkan Bağda
- Molecular Biology and Genetics, Faculty of Science, Sivas Cumhuriyet University, Sivas, Turkey
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Gamboa J, Lourenço P, Cruz C, Gallardo E. Aptamers for the Delivery of Plant-Based Compounds: A Review. Pharmaceutics 2024; 16:541. [PMID: 38675202 PMCID: PMC11053555 DOI: 10.3390/pharmaceutics16040541] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2024] [Accepted: 04/11/2024] [Indexed: 04/28/2024] Open
Abstract
Natural compounds have a high potential for the treatment of various conditions, including infections, inflammatory diseases, and cancer. However, they usually present poor pharmacokinetics, low specificity, and even toxicity, which limits their use. Therefore, targeted drug delivery systems, typically composed of a carrier and a targeting ligand, can enhance natural product selectivity and effectiveness. Notably, aptamers-short RNA or single-stranded DNA molecules-have gained attention as promising ligands in targeted drug delivery since they are simple to synthesize and modify, and they present high tissue permeability, stability, and a wide array of available targets. The combination of natural products, namely plant-based compounds, with a drug delivery system utilizing aptamers as targeting agents represents an emerging strategy that has the potential to broaden its applications. This review discusses the potential of aptamers as targeting agents in the delivery of natural compounds, as well as new trends and developments in their utilization in the field of medicine.
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Affiliation(s)
- Joana Gamboa
- Centro de Investigação em Ciências da Saúde, Universidade da Beira Interior (CICS-UBI), Av. Infante D. Henrique, 6201-506 Covilhã, Portugal; (J.G.); (P.L.)
| | - Pedro Lourenço
- Centro de Investigação em Ciências da Saúde, Universidade da Beira Interior (CICS-UBI), Av. Infante D. Henrique, 6201-506 Covilhã, Portugal; (J.G.); (P.L.)
| | - Carla Cruz
- Centro de Investigação em Ciências da Saúde, Universidade da Beira Interior (CICS-UBI), Av. Infante D. Henrique, 6201-506 Covilhã, Portugal; (J.G.); (P.L.)
- Departamento de Química, Faculdade de Ciências, Universidade da Beira Interior, Rua Marquês de Ávila e Bolama, 6201-001 Covilhã, Portugal
| | - Eugenia Gallardo
- Centro de Investigação em Ciências da Saúde, Universidade da Beira Interior (CICS-UBI), Av. Infante D. Henrique, 6201-506 Covilhã, Portugal; (J.G.); (P.L.)
- Laboratório de Fármaco-Toxicologia, UBIMedical, Universidade da Beira Interior, EM506, 6200-000 Covilhã, Portugal
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35
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Cervenak M, Molnár OR, Horváth P, Smeller L. Stabilization of G-Quadruplex Structures of the SARS-CoV-2 Genome by TMPyP4, BRACO19, and PhenDC3. Int J Mol Sci 2024; 25:2482. [PMID: 38473730 DOI: 10.3390/ijms25052482] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2023] [Revised: 02/14/2024] [Accepted: 02/16/2024] [Indexed: 03/14/2024] Open
Abstract
The G-quadruplex is one of the non-canonical structures formed by nucleic acids, which can be formed by guanine-rich sequences. They became the focus of much research when they were found in several oncogene promoter regions and also in the telomeres. Later on, they were discovered in viruses as well. Various ligands have been developed in order to stabilize DNA G-quadruplexes, which were believed to have an anti-cancer or antiviral effect. We investigated three of these ligands, and whether they can also affect the stability of the G-quadruplex-forming sequences of the RNA genome of SARS-CoV-2. All three investigated oligonucleotides showed the G-quadruplex form. We characterized their stability and measured their thermodynamic parameters using the Förster resonance energy transfer method. The addition of the ligands caused an increase in the unfolding temperature, but this effect was smaller compared to that found earlier in the case of G-quadruplexes of the hepatitis B virus, which has a DNA genome.
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Affiliation(s)
- Miklós Cervenak
- Department of Biophysics and Radiation Biology, Semmelweis University, 1094 Budapest, Hungary
| | - Orsolya Réka Molnár
- Department of Biophysics and Radiation Biology, Semmelweis University, 1094 Budapest, Hungary
| | - Péter Horváth
- Department of Pharmaceutical Chemistry, Semmelweis University, 1092 Budapest, Hungary
| | - László Smeller
- Department of Biophysics and Radiation Biology, Semmelweis University, 1094 Budapest, Hungary
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Kastl M, Hersperger F, Kierdorf K, Paeschke K. Detection of G-Quadruplex DNA Structures in Macrophages. Methods Mol Biol 2024; 2713:453-462. [PMID: 37639141 DOI: 10.1007/978-1-0716-3437-0_30] [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] [Indexed: 08/29/2023]
Abstract
In addition to the canonical B-DNA conformation, DNA can fold into different secondary structures. Among them are G-quadruplex structures (G4s). G4 structures are very stable and can fold in specific guanine-rich regions in DNA and RNA. Different in silico, in vitro, and in cellulo experiments have shown that G4 structures form so far in all tested organisms. There are over 700,000 predicted G4s in higher eukaryotes, but it is so far assumed that not all will form at the same time. Their formation is dynamically regulated by proteins and is cell type-specific and even changes during the cell cycle or during different exogenous or endogenous stimuli (e.g., infection or developmental stages) can alter the G4 level. G4s have been shown to accumulate in cancer cells where they contribute to gene expression changes and the mutagenic burden of the tumor. Specific targeting of G4 structures to impact the expression of oncogenes is currently discussed as an anti-cancer treatment. In a tumor microenvironment, not only the tumor cells will be targeted by G4 stabilization but also immune cells such as macrophages. Although G4s were detected in multiple organisms and different cell types, only little is known about their role in immune cells. Here, we provide a detailed protocol to detect G4 formation in the nucleus of macrophages of vertebrates and invertebrates by microscopic imaging.
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Affiliation(s)
- Melanie Kastl
- Institute of Clinical Chemistry and Clinical Pharmacology, University Hospital Bonn, Bonn, Germany
| | - Fabian Hersperger
- Institute of Neuropathology, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Katrin Kierdorf
- Institute of Neuropathology, Faculty of Medicine, University of Freiburg, Freiburg, Germany.
- CIBSS-Centre for Integrative Biological Signalling Studies, University of Freiburg, Freiburg, Germany.
- Center for Basics in NeuroModulation (NeuroModulBasics), Faculty of Medicine, University of Freiburg, Freiburg, Germany.
| | - Katrin Paeschke
- Department of Oncology, Hematology and Rheumatology, University Hospital Bonn, Bonn, Germany.
- Institute of Clinical Chemistry and Clinical Pharmacology, University Hospital Bonn, Bonn, Germany.
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37
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Atapour-Mashhad H, Soukhtanloo M, Golmohammadzadeh S, Chamani J, Nejabat M, Hadizadeh F. Synthesis and Molecular Dynamic Simulation of Novel Cationic and Non-cationic Pyrimidine Derivatives as Potential G-quadruplex-ligands. Anticancer Agents Med Chem 2024; 24:1126-1141. [PMID: 38840398 DOI: 10.2174/0118715206291797240523112439] [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: 12/18/2023] [Revised: 04/01/2024] [Accepted: 04/27/2024] [Indexed: 06/07/2024]
Abstract
BACKGROUND Drug resistance has been a problem in cancer chemotherapy, which often causes shortterm effectiveness. Further, the literature indicates that telomere G-quadruplex could be a promising anti-cancer target. OBJECTIVE We synthesized and characterized two new pyrimidine derivatives as ligands for G-quadruplex DNA. METHODS The interaction of novel non-cationic and cationic pyrimidine derivatives (3a, b) with G-quadruplex DNA (1k8p and 3qsc) was explored by circular dichroism (CD) and ultraviolet-visible spectroscopy and polyacrylamide gel electrophoresis (PAGE) methods. The antiproliferative activity of desired compounds was evaluated by the MTT assay. Apoptosis induction was assessed by Propidium iodide (P.I.) staining and flow cytometry. Computational molecular modeling (CMM) and molecular dynamics simulation (MD) were studied on the complexes of 1k8p and 3qsc with the compounds. The van der Waals, electrostatic, polar solvation, solventaccessible surface area (SASA), and binding energies were calculated and analyzed. RESULTS The experimental results confirmed that both compounds 3a and 3b interacted with 1k8p and 3qsc and exerted cytotoxic and proapoptotic effects on cancer cells. The number of hydrogen bonds and the RMSD values increased in the presence of the ligands, indicating stronger binding and suggesting increased structural dynamics. The electrostatic contribution to binding energy was higher for the cationic pyrimidine 3b, indicating more negative binding energies. CONCLUSION Both experimental and MD results confirmed that 3b was more prone to form a complex with DNA G-quadruplex (1k8p and 3qsc), inhibit cell growth, and induce apoptosis, compared to the non-cationic pyrimidine 3a.
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Affiliation(s)
- Hoda Atapour-Mashhad
- Nanotechnology Research Center, Pharmaceutical Technology Institute, Mashhad University of Medical Sciences, Mashhad, Iran
- Department of Pharmaceutics, Faculty of Pharmacy, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Mohammad Soukhtanloo
- Department of Clinical Biochemistry, School of Medicine, Mashhad University Of Medical Sciences, Mashhad, Iran
| | - Shiva Golmohammadzadeh
- Nanotechnology Research Center, Pharmaceutical Technology Institute, Mashhad University of Medical Sciences, Mashhad, Iran
- Department of Pharmaceutics, Faculty of Pharmacy, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Jamshidkhan Chamani
- Department of Biology, Faculty of Sciences, Mashhad Branch, Islamic Azad University, Mashhad, Iran
| | - Mojgan Nejabat
- Department of Medicinal Chemistry, School of Pharmacy, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Farzin Hadizadeh
- Biotechnology Research Center, Pharmaceutical Technology Institute, Mashhad University of Medical Sciences, Mashhad, Iran
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38
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Scognamiglio PL, Vicidomini C, Roviello GN. Dancing with Nucleobases: Unveiling the Self-Assembly Properties of DNA and RNA Base-Containing Molecules for Gel Formation. Gels 2023; 10:16. [PMID: 38247739 PMCID: PMC10815473 DOI: 10.3390/gels10010016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2023] [Revised: 12/15/2023] [Accepted: 12/21/2023] [Indexed: 01/23/2024] Open
Abstract
Nucleobase-containing molecules are compounds essential in biology due to the fundamental role of nucleic acids and, in particular, G-quadruplex DNA and RNA in life. Moreover, some molecules different from nucleic acids isolated from different vegetal sources or microorganisms show nucleobase moieties in their structure. Nucleoamino acids and peptidyl nucleosides belong to this molecular class. Closely related to the above, nucleopeptides, also known as nucleobase-bearing peptides, are chimeric derivatives of synthetic origin and more rarely isolated from plants. Herein, the self-assembly properties of a vast number of structures, belonging to the nucleic acid and nucleoamino acid/nucleopeptide family, are explored in light of the recent scientific literature. Moreover, several technologically relevant properties, such as the hydrogelation ability of some of the nucleobase-containing derivatives, are reviewed in order to make way for future experimental investigations of newly devised nucleobase-driven hydrogels. Nucleobase-containing molecules, such as mononucleosides, DNA, RNA, quadruplex (G4)-forming oligonucleotides, and nucleopeptides are paramount in gel and hydrogel formation owing to their distinctive molecular attributes and ability to self-assemble in biomolecular nanosystems with the most diverse applications in different fields of biomedicine and nanotechnology. In fact, these molecules and their gels present numerous advantages, underscoring their significance and applicability in both material science and biomedicine. Their versatility, capability for molecular recognition, responsiveness to stimuli, biocompatibility, and biodegradability collectively contribute to their prominence in modern nanotechnology and biomedicine. In this review, we emphasize the critical role of nucleobase-containing molecules of different nature in pioneering novel materials with multifaceted applications, highlighting their potential in therapy, diagnostics, and new nanomaterials fabrication as required for addressing numerous current biomedical and nanotechnological challenges.
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Affiliation(s)
| | - Caterina Vicidomini
- Institute of Biostructures and Bioimaging, Italian National Council for Research (IBB-CNR), Area di Ricerca Site and Headquarters, Via Pietro Castellino 111, 80131 Naples, Italy
| | - Giovanni N. Roviello
- Institute of Biostructures and Bioimaging, Italian National Council for Research (IBB-CNR), Area di Ricerca Site and Headquarters, Via Pietro Castellino 111, 80131 Naples, Italy
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Raguseo F, Wang Y, Li J, Petrić Howe M, Balendra R, Huyghebaert A, Vadukul DM, Tanase DA, Maher TE, Malouf L, Rubio-Sánchez R, Aprile FA, Elani Y, Patani R, Di Michele L, Di Antonio M. The ALS/FTD-related C9orf72 hexanucleotide repeat expansion forms RNA condensates through multimolecular G-quadruplexes. Nat Commun 2023; 14:8272. [PMID: 38092738 PMCID: PMC10719400 DOI: 10.1038/s41467-023-43872-1] [Citation(s) in RCA: 22] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2023] [Accepted: 11/21/2023] [Indexed: 12/17/2023] Open
Abstract
Amyotrophic lateral sclerosis (ALS) and frontotemporal dementia (FTD) are neurodegenerative diseases that exist on a clinico-pathogenetic spectrum, designated ALS/FTD. The most common genetic cause of ALS/FTD is expansion of the intronic hexanucleotide repeat (GGGGCC)n in C9orf72. Here, we investigate the formation of nucleic acid secondary structures in these expansion repeats, and their role in generating condensates characteristic of ALS/FTD. We observe significant aggregation of the hexanucleotide sequence (GGGGCC)n, which we associate to the formation of multimolecular G-quadruplexes (mG4s) by using a range of biophysical techniques. Exposing the condensates to G4-unfolding conditions leads to prompt disassembly, highlighting the key role of mG4-formation in the condensation process. We further validate the biological relevance of our findings by detecting an increased prevalence of G4-structures in C9orf72 mutant human motor neurons when compared to healthy motor neurons by staining with a G4-selective fluorescent probe, revealing signal in putative condensates. Our findings strongly suggest that RNA G-rich repetitive sequences can form protein-free condensates sustained by multimolecular G-quadruplexes, highlighting their potential relevance as therapeutic targets for C9orf72 mutation-related ALS/FTD.
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Affiliation(s)
- Federica Raguseo
- Imperial College London, Department of Chemistry, Molecular Sciences Research Hub, 82 Wood Lane, London, W12 0BZ, UK
- University of Cambridge, Department of Chemical Engineering and Biotechnology, Philippa Fawcett Drive, Cambridge, CB3 0AS, UK
- Imperial College London, Institute of Chemical Biology, Molecular Sciences Research Hub, 82 Wood Lane, London, W12 0BZ, UK
| | - Yiran Wang
- The Francis Crick Institute, 1 Midland Road, London, NW1 1AT, UK
- Department of Neuromuscular Diseases, Queen Square Institute of Neurology, University College London, London, WC1N 3BG, UK
| | - Jessica Li
- The Francis Crick Institute, 1 Midland Road, London, NW1 1AT, UK
- Department of Neuromuscular Diseases, Queen Square Institute of Neurology, University College London, London, WC1N 3BG, UK
| | - Marija Petrić Howe
- The Francis Crick Institute, 1 Midland Road, London, NW1 1AT, UK
- Department of Neuromuscular Diseases, Queen Square Institute of Neurology, University College London, London, WC1N 3BG, UK
| | - Rubika Balendra
- The Francis Crick Institute, 1 Midland Road, London, NW1 1AT, UK
- Department of Neuromuscular Diseases, Queen Square Institute of Neurology, University College London, London, WC1N 3BG, UK
| | - Anouk Huyghebaert
- Imperial College London, Department of Chemistry, Molecular Sciences Research Hub, 82 Wood Lane, London, W12 0BZ, UK
- Imperial College London, Institute of Chemical Biology, Molecular Sciences Research Hub, 82 Wood Lane, London, W12 0BZ, UK
| | - Devkee M Vadukul
- Imperial College London, Department of Chemistry, Molecular Sciences Research Hub, 82 Wood Lane, London, W12 0BZ, UK
| | - Diana A Tanase
- Imperial College London, Department of Chemistry, Molecular Sciences Research Hub, 82 Wood Lane, London, W12 0BZ, UK
- University of Cambridge, Department of Chemical Engineering and Biotechnology, Philippa Fawcett Drive, Cambridge, CB3 0AS, UK
| | - Thomas E Maher
- Imperial College London, Department of Chemistry, Molecular Sciences Research Hub, 82 Wood Lane, London, W12 0BZ, UK
- Imperial College London, Institute of Chemical Biology, Molecular Sciences Research Hub, 82 Wood Lane, London, W12 0BZ, UK
| | - Layla Malouf
- Imperial College London, Department of Chemistry, Molecular Sciences Research Hub, 82 Wood Lane, London, W12 0BZ, UK
- University of Cambridge, Department of Chemical Engineering and Biotechnology, Philippa Fawcett Drive, Cambridge, CB3 0AS, UK
| | - Roger Rubio-Sánchez
- University of Cambridge, Department of Chemical Engineering and Biotechnology, Philippa Fawcett Drive, Cambridge, CB3 0AS, UK
| | - Francesco A Aprile
- Imperial College London, Department of Chemistry, Molecular Sciences Research Hub, 82 Wood Lane, London, W12 0BZ, UK
- Imperial College London, Institute of Chemical Biology, Molecular Sciences Research Hub, 82 Wood Lane, London, W12 0BZ, UK
| | - Yuval Elani
- Imperial College London, Department of Chemical Engineering, South Kensington, London, SW7 2AZ, UK
| | - Rickie Patani
- The Francis Crick Institute, 1 Midland Road, London, NW1 1AT, UK.
- Department of Neuromuscular Diseases, Queen Square Institute of Neurology, University College London, London, WC1N 3BG, UK.
| | - Lorenzo Di Michele
- Imperial College London, Department of Chemistry, Molecular Sciences Research Hub, 82 Wood Lane, London, W12 0BZ, UK.
- University of Cambridge, Department of Chemical Engineering and Biotechnology, Philippa Fawcett Drive, Cambridge, CB3 0AS, UK.
| | - Marco Di Antonio
- Imperial College London, Department of Chemistry, Molecular Sciences Research Hub, 82 Wood Lane, London, W12 0BZ, UK.
- Imperial College London, Institute of Chemical Biology, Molecular Sciences Research Hub, 82 Wood Lane, London, W12 0BZ, UK.
- The Francis Crick Institute, 1 Midland Road, London, NW1 1AT, UK.
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Xie C, Zhang X, Pei W, Sun J, Shang H, Huang Z, Wang M, Wang D, Wang G, Gui Z, Liu S, Li F, Wei D. G-quadruplex in the TMV Genome Regulates Viral Proliferation and Acts as Antiviral Target of Photodynamic Therapy. PLoS Pathog 2023; 19:e1011796. [PMID: 38060599 PMCID: PMC10760922 DOI: 10.1371/journal.ppat.1011796] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2023] [Revised: 01/02/2024] [Accepted: 11/02/2023] [Indexed: 01/04/2024] Open
Abstract
Plant viruses seriously disrupt crop growth and development, and classic protein-targeted antiviral drugs could not provide complete protection against them. It is urgent to develop antiviral compounds with novel targets. Photodynamic therapy shows potential in controlling agricultural pests, but nonselective damage from reactive oxygen species (ROS) unexpectedly affects healthy tissues. A G-quadruplex (G4)-forming sequence in the tobacco mosaic virus (TMV) genome was identified to interfere the RNA replication in vitro, and affect the proliferation of TMV in tobacco. N-methyl mesoporphyrin IX stabilizing the G4 structure exhibited inhibition against viral proliferation, which was comparable to the inhibition effect of ribavirin. This indicated that G4 could work as an antiviral target. The large conjugate planes shared by G4 ligands and photosensitizers (PSs) remind us that the PSs could work as antiviral agents by targeting G4 in the genome of TMV. Chlorin e6 (Ce6) was identified to stabilize the G4 structure in the dark and selectively cleave the G4 sequence by producing ROS upon LED-light irradiation, leading to 92.2% inhibition against TMV in vivo, which is higher than that of commercial ningnanmycin. The inhibition of Ce6 was lost against the mutant variants lacking the G4-forming sequence. These findings indicated that the G-quadruplex in the TMV genome worked as an important structural element regulating viral proliferation, and could act as the antiviral target of photodynamic therapy.
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Affiliation(s)
- Congbao Xie
- National Key Laboratory of Agricultural Microbiology, College of Veterinary Medicine, Huazhong Agricultural University, Wuhan, Hubei, China
- Hubei Hongshan Laboratory, Interdisciplinary Sciences Institute, Huazhong Agricultural University, Wuhan, Hubei, China
- National Reference Laboratory of Veterinary Drug Residues (HZAU) and National Safety Laboratory of Veterinary Drug (HZAU), MOA Key Laboratory for Detection of Veterinary Drug Residues, MOA Laboratory for Risk Assessment of Quality and Safety of Livestock and Poultry Products, Wuhan, Hubei, China
- Shenzhen Institute of Nutrition and Health, Huazhong Agricultural University, Wuhan, Hubei, China
- Shenzhen Branch, Guangdong Laboratory for Lingnan Modern Agriculture, Genome Analysis Laboratory of the Ministry of Agriculture, Agricultural Genomics Institute at Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen, China
- Frontiers Science Center for Animal Breeding and Sustainable Production, Wuhan, Hubei, China
| | - Xianpeng Zhang
- National Key Laboratory of Agricultural Microbiology, College of Veterinary Medicine, Huazhong Agricultural University, Wuhan, Hubei, China
- Hubei Hongshan Laboratory, Interdisciplinary Sciences Institute, Huazhong Agricultural University, Wuhan, Hubei, China
- College of Plant Science and Technology, Huazhong Agricultural University, Wuhan, Hubei, China
| | - Wenyue Pei
- Hubei Hongshan Laboratory, Interdisciplinary Sciences Institute, Huazhong Agricultural University, Wuhan, Hubei, China
- National Key Laboratory for Germplasm Innovation and Utilization of Horticultural Crops, College of Horticulture and Forestry Sciences, Huazhong Agricultural University, Wuhan, Hubei, China
| | - Ju Sun
- National Key Laboratory of Agricultural Microbiology, College of Veterinary Medicine, Huazhong Agricultural University, Wuhan, Hubei, China
- Hubei Hongshan Laboratory, Interdisciplinary Sciences Institute, Huazhong Agricultural University, Wuhan, Hubei, China
- National Reference Laboratory of Veterinary Drug Residues (HZAU) and National Safety Laboratory of Veterinary Drug (HZAU), MOA Key Laboratory for Detection of Veterinary Drug Residues, MOA Laboratory for Risk Assessment of Quality and Safety of Livestock and Poultry Products, Wuhan, Hubei, China
- Shenzhen Institute of Nutrition and Health, Huazhong Agricultural University, Wuhan, Hubei, China
- Shenzhen Branch, Guangdong Laboratory for Lingnan Modern Agriculture, Genome Analysis Laboratory of the Ministry of Agriculture, Agricultural Genomics Institute at Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen, China
- Frontiers Science Center for Animal Breeding and Sustainable Production, Wuhan, Hubei, China
| | - Hongqi Shang
- National Key Laboratory of Agricultural Microbiology, College of Veterinary Medicine, Huazhong Agricultural University, Wuhan, Hubei, China
- Hubei Hongshan Laboratory, Interdisciplinary Sciences Institute, Huazhong Agricultural University, Wuhan, Hubei, China
| | - Zhiyuan Huang
- College of Informatics, Huazhong Agricultural University, Wuhan, Hubei, China
| | - Mengxi Wang
- College of Plant Science and Technology, Huazhong Agricultural University, Wuhan, Hubei, China
| | - Daozhong Wang
- National Key Laboratory of Agricultural Microbiology, College of Veterinary Medicine, Huazhong Agricultural University, Wuhan, Hubei, China
- Hubei Hongshan Laboratory, Interdisciplinary Sciences Institute, Huazhong Agricultural University, Wuhan, Hubei, China
- National Reference Laboratory of Veterinary Drug Residues (HZAU) and National Safety Laboratory of Veterinary Drug (HZAU), MOA Key Laboratory for Detection of Veterinary Drug Residues, MOA Laboratory for Risk Assessment of Quality and Safety of Livestock and Poultry Products, Wuhan, Hubei, China
- Shenzhen Institute of Nutrition and Health, Huazhong Agricultural University, Wuhan, Hubei, China
- Shenzhen Branch, Guangdong Laboratory for Lingnan Modern Agriculture, Genome Analysis Laboratory of the Ministry of Agriculture, Agricultural Genomics Institute at Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen, China
- Frontiers Science Center for Animal Breeding and Sustainable Production, Wuhan, Hubei, China
| | - Guiqian Wang
- College of Informatics, Huazhong Agricultural University, Wuhan, Hubei, China
| | - Zhikun Gui
- College of Chemistry, Huazhong Agricultural University, Wuhan, Hubei, China
| | - Sisi Liu
- College of Chemistry, Huazhong Agricultural University, Wuhan, Hubei, China
| | - Feng Li
- Hubei Hongshan Laboratory, Interdisciplinary Sciences Institute, Huazhong Agricultural University, Wuhan, Hubei, China
- National Key Laboratory for Germplasm Innovation and Utilization of Horticultural Crops, College of Horticulture and Forestry Sciences, Huazhong Agricultural University, Wuhan, Hubei, China
| | - Dengguo Wei
- National Key Laboratory of Agricultural Microbiology, College of Veterinary Medicine, Huazhong Agricultural University, Wuhan, Hubei, China
- Hubei Hongshan Laboratory, Interdisciplinary Sciences Institute, Huazhong Agricultural University, Wuhan, Hubei, China
- National Reference Laboratory of Veterinary Drug Residues (HZAU) and National Safety Laboratory of Veterinary Drug (HZAU), MOA Key Laboratory for Detection of Veterinary Drug Residues, MOA Laboratory for Risk Assessment of Quality and Safety of Livestock and Poultry Products, Wuhan, Hubei, China
- Shenzhen Institute of Nutrition and Health, Huazhong Agricultural University, Wuhan, Hubei, China
- Shenzhen Branch, Guangdong Laboratory for Lingnan Modern Agriculture, Genome Analysis Laboratory of the Ministry of Agriculture, Agricultural Genomics Institute at Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen, China
- Frontiers Science Center for Animal Breeding and Sustainable Production, Wuhan, Hubei, China
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41
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Tran VT, Turek-Herman J, Ferreira M, Martin KN, Beseiso D, Williams BR, Rosu F, Gabelica V, Burgmayer SJN, Yatsunyk LA. Interactions of ruthenium(II) polypyridyl complexes with human telomeric DNA. J Inorg Biochem 2023; 249:112388. [PMID: 37837940 PMCID: PMC10668861 DOI: 10.1016/j.jinorgbio.2023.112388] [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: 05/12/2023] [Revised: 09/12/2023] [Accepted: 09/24/2023] [Indexed: 10/16/2023]
Abstract
Eight [Ru(bpy)2L]2+ and three [Ru(phen)2L]2+complexes (where bpy = 2,2'-bipyridine and phen = 1,10-phenanthroline are ancillary ligands, and L = a polypyridyl experimental ligand) were investigated for their G-quadruplex binding abilities. Fluorescence resonance energy transfer melting assays were used to screen these complexes for their ability to selectively stabilize human telomeric DNA variant, Tel22. The best G-quadruplex stabilizers were further characterized for their binding properties (binding constant and stoichiometry) using UV-vis, fluorescence spectroscopy, and mass spectrometry. The ligands' ability to alter the structure of Tel22 was determined via circular dichroism and PAGE studies. We identified me2allox as the experimental ligand capable of conferring excellent stabilizing ability and good selectivity to polypyridyl Ru(II) complexes. Replacing bpy by phen did not significantly impact interactions with Tel22, suggesting that binding involves mostly the experimental ligand. However, using a particular ancillary ligand can help fine-tune G-quadruplex-binding properties of Ru(II) complexes. Finally, the fluorescence "light switch" behavior of all Ru(II) complexes in the presence of Tel22 G-quadruplex was explored. All Ru(II) complexes displayed "light switch" properties, especially [Ru(bpy)2(diamino)]2+, [Ru(bpy)2(dppz)]2+, and [Ru(bpy)2(aap)]2+. Current work sheds light on how Ru(II) polypyridyl complexes interact with human telomeric DNA with possible application in cancer therapy or G-quadruplex sensing.
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Affiliation(s)
- Vienna T Tran
- Department of Chemistry and Biochemistry, Swarthmore College, 500 College Ave., Swarthmore, PA, USA.
| | - Joshua Turek-Herman
- Department of Chemistry and Biochemistry, Swarthmore College, 500 College Ave., Swarthmore, PA, USA.
| | - Michelle Ferreira
- Department of Chemistry and Biochemistry, Swarthmore College, 500 College Ave., Swarthmore, PA, USA.
| | - Kailey N Martin
- Department of Chemistry and Biochemistry, Swarthmore College, 500 College Ave., Swarthmore, PA, USA.
| | - Dana Beseiso
- Department of Chemistry and Biochemistry, Swarthmore College, 500 College Ave., Swarthmore, PA, USA.
| | | | - Frederic Rosu
- Univ. Bordeaux, CNRS, INSERM, IECB, UAR3033, US01, F-33600 Pessac, France.
| | - Valérie Gabelica
- Univ. Bordeaux, CNRS, INSERM, IECB, UAR3033, US01, F-33600 Pessac, France; Univ. Bordeaux, CNRS, INSERM, ARNA, UMR5320, U1212, IECB, F-33600 Pessac, France.
| | | | - Liliya A Yatsunyk
- Department of Chemistry and Biochemistry, Swarthmore College, 500 College Ave., Swarthmore, PA, USA.
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42
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Matsuda M, Mochizuki S. Control of A/D type CpG-ODN aggregates to a suitable size for induction of strong immunostimulant activity. Biochem Biophys Rep 2023; 36:101573. [PMID: 37954170 PMCID: PMC10633530 DOI: 10.1016/j.bbrep.2023.101573] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2023] [Revised: 10/29/2023] [Accepted: 10/31/2023] [Indexed: 11/14/2023] Open
Abstract
Among several types of CpG-ODNs, A/D-type CpG-ODNs have potent adjuvant activity to induce Th-1 immune responses, but exhibit a propensity to aggregate. For the clinical application of A/D-type CpG-ODNs, it is necessary to control such aggregation and obtain a comprehensive understanding of the relationship between their structure and the immune responses. This study revealed that a representative A/D-type CpG ODN, D35, adopted a single-stranded structure in water, while it assembled into aggregates in response to Na+ ions. From polyacrylamide gel electrophoresis and circular dichroism analyses, D35 adopted a homodimeric form (duplex) via palindromic sequences in low-Na+-concentration conditions (10-50 mM NaCl). After replacement of the solution with PBS, quadruplexes began to form in a manner coordinated by Na+, resulting in large aggregates. The duplexes and small aggregates prepared in 50 mM NaCl showed not only high cellular uptake but also high affinity to Toll-like receptor 9 (TLR9) proteins, leading to the production of a large amount of interferon-α for peripheral blood mononuclear cells. The much larger aggregates prepared in 100 mM NaCl were incorporated into cells at a high level, but showed a low ability to induce cytokine production. This suggests that the large aggregates have difficulty inducing TLR9 dimerization, resulting in loss of the stimulation of the cells. We thus succeeded in inducing adequate innate immunity in vitro by controlling and adjusting the formation of D35 aggregates. Therefore, the findings in this study for D35 ODNs could be a vital research foundation for in vivo applications.
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Affiliation(s)
- Miyu Matsuda
- Department of Chemistry and Biochemistry, The University of Kitakyushu, 1-1 Hibikino, Wakamatsu-ku, Kitakyushu, Fukuoka, 808-0135, Japan
| | - Shinichi Mochizuki
- Department of Chemistry and Biochemistry, The University of Kitakyushu, 1-1 Hibikino, Wakamatsu-ku, Kitakyushu, Fukuoka, 808-0135, Japan
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43
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Pathak R. G-Quadruplexes in the Viral Genome: Unlocking Targets for Therapeutic Interventions and Antiviral Strategies. Viruses 2023; 15:2216. [PMID: 38005893 PMCID: PMC10674748 DOI: 10.3390/v15112216] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2023] [Revised: 11/01/2023] [Accepted: 11/03/2023] [Indexed: 11/26/2023] Open
Abstract
G-quadruplexes (G4s) are unique non-canonical four-stranded nucleic acid secondary structures formed by guanine-rich DNA or RNA sequences. Sequences with the potential to form quadruplex motifs (pG4s) are prevalent throughout the genomes of all organisms, spanning from prokaryotes to eukaryotes, and are enriched within regions of biological significance. In the past few years, the identification of pG4s within most of the Baltimore group viruses has attracted increasing attention due to their occurrence in regulatory regions of the genome and the subsequent implications for regulating critical stages of viral life cycles. In this context, the employment of specific G4 ligands has aided in comprehending the intricate G4-mediated regulatory mechanisms in the viral life cycle, showcasing the potential of targeting viral G4s as a novel antiviral strategy. This review offers a thorough update on the literature concerning G4s in viruses, including their identification and functional significance across most of the human-infecting viruses. Furthermore, it delves into potential therapeutic avenues targeting G4s, encompassing various G4-binding ligands, G4-interacting proteins, and oligonucleotide-based strategies. Finally, the article highlights both progress and challenges in the field, providing valuable insights into leveraging this unusual nucleic acid structure for therapeutic purposes.
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Affiliation(s)
- Rajiv Pathak
- Department of Genetics, Albert Einstein College of Medicine, New York, NY 10461, USA
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44
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Clowes SR, Ali Y, Astley OR, Răsădean DM, Pantoş GD. The Influence of Chirality on the β-Amino-Acid Naphthalenediimides/G-Quadruplex DNA Interaction. Molecules 2023; 28:7291. [PMID: 37959711 PMCID: PMC10647805 DOI: 10.3390/molecules28217291] [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: 09/05/2023] [Revised: 10/23/2023] [Accepted: 10/25/2023] [Indexed: 11/15/2023] Open
Abstract
G-quadruplexes (G4s) have been identified as a potential alternative chemotherapy target. A series of eight β-amino acid derived naphthalenediimides (NDI) were screened against a series of oncogenic G4 sequences: c-KIT1, h-TELO, and TBA. Three sets of enantiomers were investigated to further our understanding of the effect of point chirality on G4 stabilisation. Enantioselective binding behaviour was observed with both c-KIT1 and h-TELO. Docking studies using GNINA and UV-vis titrations were employed to better understand this selective binding behaviour.
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Affiliation(s)
| | | | | | | | - G. Dan Pantoş
- Department of Chemistry, University of Bath, Claverton Down, Bath BA2 7AY, UK
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45
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Stężycka O, Frańska M. Binding of Quercetin Derivatives toward G-Tetrads as Studied by the Survival Yield Method. ACS OMEGA 2023; 8:39816-39821. [PMID: 37901583 PMCID: PMC10600882 DOI: 10.1021/acsomega.3c06016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/15/2023] [Accepted: 09/27/2023] [Indexed: 10/31/2023]
Abstract
Recently, much interest has been devoted to finding effective G-quadruplex ligands, both of synthetic or natural origins, which may be of potential use in the field of cancer therapy. Among compounds of natural origin, a common flavonol quercetin has attracted notable attention. Yet, only a modest number of papers have been concerned with a comparison of quercetin conjugates binding to G-quadruplexes. In this study, we applied the survival yield (SY) method in order to compare the stability of G-tetrad complexes with quercetin and its conjugates, namely, 3-O-glycosides and O-methylated conjugates. According to the determined values of Ecomδ50, flavonol glycosides bind most effectively with G-tetrads, whereas, among flavonols, 3-O-methylquercetin makes the most effective bonds. Because the aglycone structure is of crucial importance for biological processes, 3-O-methylquercetin seems to be a suitable candidate for anticancer therapeutics, and the extracts from the plants, which contain high amounts of 3-O-methylquercetin or its glycosides, should be considered as interesting materials for preparation of pharmaceuticals or dietary supplements.
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Affiliation(s)
- Olga Stężycka
- Institute of Chemistry and Technical
Electrochemistry, Poznań University
of Technology, Berdychowo
4, 60-965 Poznań, Poland
| | - Magdalena Frańska
- Institute of Chemistry and Technical
Electrochemistry, Poznań University
of Technology, Berdychowo
4, 60-965 Poznań, Poland
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46
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Babagond V, Katagi K, Pandith A, Akki M, Jaggal A. Unique development of a new dual application probe for selective detection of antiparallel G-quadruplex sequences. Analyst 2023; 148:5507-5513. [PMID: 37789760 DOI: 10.1039/d3an01109g] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/05/2023]
Abstract
G-Quadruplex (G4) structures play vital roles in many biological processes; consequently, they have been implicated in various human diseases like cancer, Alzheimer's disease etc. The selective detection of G4 DNA structures is of great interest for understanding their roles and biological functions. Hence, development of multifunctional fluorescent probes is indeed essential. In this investigation, we have synthesized a quinolinium based dual application probe (QnMF) that presents molecular rotor properties. This dual application molecular rotor is able to detect selectively antiparallel G4 sequences (22AG in 100 mM NaCl) through a turn-on response over other G4 topologies. The QnMF also contains a distinct fluorine-19 that undergoes a significant chemical shift in response to microenvironmental changes around the molecule when bound to G4 structures. The probe QnMF exhibits significantly brighter fluorescence emissions in glycerol (ε × ϕ = 2800 cm-1 M-1) and relatively less brighter fluorescence emissions in methanol (ε × ϕ = 40.5 cm-1 M-1). The restricted rotation inherent property of the QnMF molecular rotor is responsible for brighter fluorescence and leads to enhancement in the fluorescence upon binding to the G4 structure. Overall, the probe's dual detection method makes it useful for monitoring the G4 structures that are abundant and plays a vital role in living organisms.
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Affiliation(s)
- Vardhaman Babagond
- Research Centre, Department of Chemistry, Karnatak University's Karnatak Science College Dharwad, Karnataka, India.
| | - Kariyappa Katagi
- Research Centre, Department of Chemistry, Karnatak University's Karnatak Science College Dharwad, Karnataka, India.
| | - Anup Pandith
- International Ph.D. Program in Biomedical Engineering (IPBME), College of Biomedical Engineering, Taipei Medical University, Taipei City 11031, Taiwan, Republic of China
| | - Mahesh Akki
- Research Centre, Department of Chemistry, Karnatak University's Karnatak Science College Dharwad, Karnataka, India.
| | - Ashwini Jaggal
- Research Centre, Department of Chemistry, Karnatak University's Karnatak Science College Dharwad, Karnataka, India.
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47
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Xiang L, Zhang X, Li S, Feng Q, Niu K. Ratio of the Primers Used in Polymerase Chain Reaction-Stop Analysis Impacts the Resultant Banding Pattern. ACS OMEGA 2023; 8:37369-37373. [PMID: 37841166 PMCID: PMC10568717 DOI: 10.1021/acsomega.3c05220] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/19/2023] [Accepted: 09/14/2023] [Indexed: 10/17/2023]
Abstract
G-quadruplex (G4), as a dynamic nucleic acid secondary structure, widely exists in organism genomes and plays regulatory roles in a variety of cellular functions. Polymerase chain reaction stop assay (PCR-Stop) is a simple, quick, and low-cost widely used method for detection of the binding between G4 and its binding compounds. Different from the common PCR approach, no double-stranded DNA template is needed in the PCR-Stop assay, in which the forward and reverse primers extend against each other in the presence of DNA polymerase to produce a single DNA product. However, unexpected results, such as two or more PCR products, are often generated, and the mechanism is unclear. We found that the ratio of pair primers significantly impacts the generation and components of PCR-Stop products, which is crucial for the interpretation of the experiment results.
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Affiliation(s)
- Lijun Xiang
- Guangdong
Provincial Key Laboratory of Insect Developmental Biology and Applied
Technology, Guangzhou Key Laboratory of Insect Development Regulation
and Application Research, Institute of Insect Science and Technology,
School of Life Sciences, South China Normal
University, Guangzhou 510631, China
| | - Xiaojuan Zhang
- Guangdong
Provincial Key Laboratory of Insect Developmental Biology and Applied
Technology, Guangzhou Key Laboratory of Insect Development Regulation
and Application Research, Institute of Insect Science and Technology,
School of Life Sciences, South China Normal
University, Guangzhou 510631, China
| | - Sheng Li
- Guangdong
Provincial Key Laboratory of Insect Developmental Biology and Applied
Technology, Guangzhou Key Laboratory of Insect Development Regulation
and Application Research, Institute of Insect Science and Technology,
School of Life Sciences, South China Normal
University, Guangzhou 510631, China
- Guangmeiyuan
R&D Center, Guangdong Provincial Key Laboratory of Insect Developmental
Biology and Applied Technology, South China
Normal University, Meizhou 514779, China
| | - Qili Feng
- Guangdong
Provincial Key Laboratory of Insect Developmental Biology and Applied
Technology, Guangzhou Key Laboratory of Insect Development Regulation
and Application Research, Institute of Insect Science and Technology,
School of Life Sciences, South China Normal
University, Guangzhou 510631, China
| | - Kangkang Niu
- Guangdong
Provincial Key Laboratory of Insect Developmental Biology and Applied
Technology, Guangzhou Key Laboratory of Insect Development Regulation
and Application Research, Institute of Insect Science and Technology,
School of Life Sciences, South China Normal
University, Guangzhou 510631, China
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48
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Fang J, Zheng L, Liu Y, Peng Y, Yang Q, Huang Y, Zhang J, Luo L, Shen D, Tan Y, Lu X, Feng G. Smart G-quadruplex hydrogels: From preparations to comprehensive applications. Int J Biol Macromol 2023; 247:125614. [PMID: 37414320 DOI: 10.1016/j.ijbiomac.2023.125614] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2023] [Revised: 06/18/2023] [Accepted: 06/27/2023] [Indexed: 07/08/2023]
Abstract
In recent years, the accelerated development of G-quadruplexes and hydrogels has driven the development of intelligent biomaterials. Based on the excellent biocompatibility and special biological functions of G-quadruplexes, and the hydrophilicity, high-water retention, high water content, flexibility and excellent biodegradability of hydrogels, G-quadruplex hydrogels are widely used in various fields by combining the dual advantages of G-quadruplexes and hydrogels. Here, we provide a systematic and comprehensive classification of G-quadruplex hydrogels in terms of preparation strategies and applications. This paper reveals how G-quadruplex hydrogels skillfully utilize the special biological functions of G-quadruplexes and the skeleton structure of hydrogels, and expounds its applications in the fields of biomedicine, biocatalysis, biosensing and biomaterials. In addition, we deeply analyze the challenges in preparation, applications, stability and safety of G-quadruplex hydrogels, as well as potential future development directions.
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Affiliation(s)
- Jun Fang
- College of Bioscience and Biotechnology, Hunan Agricultural University, Changsha 410128, China
| | - Lijuan Zheng
- College of Bioscience and Biotechnology, Hunan Agricultural University, Changsha 410128, China
| | - Yan Liu
- College of Bioscience and Biotechnology, Hunan Agricultural University, Changsha 410128, China
| | - Yuxin Peng
- College of Bioscience and Biotechnology, Hunan Agricultural University, Changsha 410128, China
| | - Qinghui Yang
- College of Bioscience and Biotechnology, Hunan Agricultural University, Changsha 410128, China
| | - Yuewen Huang
- College of Bioscience and Biotechnology, Hunan Agricultural University, Changsha 410128, China
| | - Jiali Zhang
- College of Bioscience and Biotechnology, Hunan Agricultural University, Changsha 410128, China
| | - Lixin Luo
- College of Bioscience and Biotechnology, Hunan Agricultural University, Changsha 410128, China
| | - Dunkai Shen
- College of Bioscience and Biotechnology, Hunan Agricultural University, Changsha 410128, China
| | - Yuyan Tan
- College of Bioscience and Biotechnology, Hunan Agricultural University, Changsha 410128, China
| | - Xuefen Lu
- College of Bioscience and Biotechnology, Hunan Agricultural University, Changsha 410128, China
| | - Guangfu Feng
- College of Bioscience and Biotechnology, Hunan Agricultural University, Changsha 410128, China.
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49
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De Piante E, D'Aria F, Napolitano LMR, Amato J, Pirrello S, Onesti S, Giancola C. Exploring the G-quadruplex binding and unwinding activity of the bacterial FeS helicase DinG. Sci Rep 2023; 13:12610. [PMID: 37537265 PMCID: PMC10400533 DOI: 10.1038/s41598-023-39675-5] [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: 04/26/2023] [Accepted: 07/28/2023] [Indexed: 08/05/2023] Open
Abstract
Despite numerous reports on the interactions of G-quadruplexes (G4s) with helicases, systematic analysis addressing the selectivity and specificity of each helicase towards a variety of G4 topologies are scarce. Among the helicases able to unwind G4s are those containing an iron-sulphur (FeS) cluster, including both the bacterial DinG (found in E. coli and several pathogenic bacteria) and the medically important eukaryotic homologues (XPD, FancJ, DDX11 and RTEL1). We carried out a detailed study of the interactions between the E. coli DinG and a variety of G4s, by employing physicochemical and biochemical methodologies. A series of G4-rich sequences from different genomic locations (promoter and telomeric regions), able to form unimolecular G4 structures with diverse topologies, were analyzed (c-KIT1, KRAS, c-MYC, BCL2, Tel23, T30695, Zic1). DinG binds to most of the investigated G4s with little discrimination, while it exhibits a clear degree of unwinding specificity towards different G4 topologies. Whereas previous reports suggested that DinG was active only on bimolecular G4s, here we show that it is also able to bind to and resolve the more physiologically relevant unimolecular G4s. In addition, when the G4 structures were stabilized by ligands (Pyridostatin, PhenDC3, BRACO-19 or Netropsin), the DinG unwinding activity decreased and in most cases was abolished, with a pattern that is not simply explained by a change in binding affinity. Overall, these results have important implications for the biochemistry of helicases, strongly suggesting that when analysing the G4 unwinding property of an enzyme, it is necessary to investigate a variety of G4 substrates.
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Affiliation(s)
- Elisa De Piante
- Structural Biology Laboratory, Elettra-Sincrotrone Trieste S.C.p.A, 34149, Trieste, Italy
- Department of Pharmacy, University of Naples Federico II, 80131, Naples, Italy
| | - Federica D'Aria
- Department of Pharmacy, University of Naples Federico II, 80131, Naples, Italy
| | - Luisa M R Napolitano
- Structural Biology Laboratory, Elettra-Sincrotrone Trieste S.C.p.A, 34149, Trieste, Italy
| | - Jussara Amato
- Department of Pharmacy, University of Naples Federico II, 80131, Naples, Italy
| | - Simone Pirrello
- Structural Biology Laboratory, Elettra-Sincrotrone Trieste S.C.p.A, 34149, Trieste, Italy
| | - Silvia Onesti
- Structural Biology Laboratory, Elettra-Sincrotrone Trieste S.C.p.A, 34149, Trieste, Italy.
| | - Concetta Giancola
- Department of Pharmacy, University of Naples Federico II, 80131, Naples, Italy.
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50
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Elimelech-Zohar K, Orenstein Y. An overview on nucleic-acid G-quadruplex prediction: from rule-based methods to deep neural networks. Brief Bioinform 2023:bbad252. [PMID: 37438149 DOI: 10.1093/bib/bbad252] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2023] [Revised: 05/11/2023] [Accepted: 06/18/2023] [Indexed: 07/14/2023] Open
Abstract
Nucleic-acid G-quadruplexes (G4s) play vital roles in many cellular processes. Due to their importance, researchers have developed experimental assays to measure nucleic-acid G4s in high throughput. The generated high-throughput datasets gave rise to unique opportunities to develop machine-learning-based methods, and in particular deep neural networks, to predict G4s in any given nucleic-acid sequence and any species. In this paper, we review the success stories of deep-neural-network applications for G4 prediction. We first cover the experimental technologies that generated the most comprehensive nucleic-acid G4 high-throughput datasets in recent years. We then review classic rule-based methods for G4 prediction. We proceed by reviewing the major machine-learning and deep-neural-network applications to nucleic-acid G4 datasets and report a novel comparison between them. Next, we present the interpretability techniques used on the trained neural networks to learn key molecular principles underlying nucleic-acid G4 folding. As a new result, we calculate the overlap between measured DNA and RNA G4s and compare the performance of DNA- and RNA-G4 predictors on RNA- and DNA-G4 datasets, respectively, to demonstrate the potential of transfer learning from DNA G4s to RNA G4s. Last, we conclude with open questions in the field of nucleic-acid G4 prediction and computational modeling.
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Affiliation(s)
| | - Yaron Orenstein
- Department of Computer Science, Bar-Ilan University, Ramat Gan, 5290002, Israel
- The Mina & Everard Goodman Faculty of Life Sciences, Bar-Ilan University, Ramat Gan, 5290002, Israel
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