1
|
Sarogni P, Brindani N, Zamborlin A, Gonnelli A, Menicagli M, Mapanao AK, Munafò F, De Vivo M, Voliani V. Tumor growth-arrest effect of tetrahydroquinazoline-derivative human topoisomerase II-alpha inhibitor in HPV-negative head and neck squamous cell carcinoma. Sci Rep 2024; 14:9150. [PMID: 38644364 PMCID: PMC11033276 DOI: 10.1038/s41598-024-59592-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2023] [Accepted: 04/12/2024] [Indexed: 04/23/2024] Open
Abstract
Oral malignancies continue to have severe morbidity with less than 50% long-term survival despite the advancement in the available therapies. There is a persisting demand for new approaches to establish more efficient strategies for their treatment. In this regard, the human topoisomerase II (topoII) enzyme is a validated chemotherapeutics target, as topoII regulates vital cellular processes such as DNA replication, transcription, recombination, and chromosome segregation in cells. TopoII inhibitors are currently used to treat some neoplasms such as breast and small cells lung carcinomas. Additionally, topoII inhibitors are under investigation for the treatment of other cancer types, including oral cancer. Here, we report the therapeutic effect of a tetrahydroquinazoline derivative (named ARN21934) that preferentially inhibits the alpha isoform of human topoII. The treatment efficacy of ARN21934 has been evaluated in 2D cell cultures, 3D in vitro systems, and in chick chorioallantoic membrane cancer models. Overall, this work paves the way for further preclinical developments of ARN21934 and possibly other topoII alpha inhibitors of this promising chemical class as a new chemotherapeutic approach for the treatment of oral neoplasms.
Collapse
Affiliation(s)
- Patrizia Sarogni
- Center for Nanotechnology Innovation@ NEST, Istituto Italiano di Tecnologia, Piazza San Silvestro, 12, 56126, Pisa, Italy
- Molecular Modeling and Drug Discovery Lab, Istituto Italiano di Tecnologia, via Morego, 30, 16163, Genoa, Italy
| | - Nicoletta Brindani
- Molecular Modeling and Drug Discovery Lab, Istituto Italiano di Tecnologia, via Morego, 30, 16163, Genoa, Italy
| | - Agata Zamborlin
- Center for Nanotechnology Innovation@ NEST, Istituto Italiano di Tecnologia, Piazza San Silvestro, 12, 56126, Pisa, Italy
- NEST - Scuola Normale Superiore, Piazza San Silvestro, 12, 56126, Pisa, Italy
- Ghent Research Group on Nanomedicines, Department of Pharmaceutics, Ghent University, Ottergemsesteenweg 460, B-9000, Ghent, Belgium
| | - Alessandra Gonnelli
- Center for Nanotechnology Innovation@ NEST, Istituto Italiano di Tecnologia, Piazza San Silvestro, 12, 56126, Pisa, Italy
- Department of Translational Medicine, University of Pisa, 56126, Pisa, Italy
| | - Michele Menicagli
- Fondazione Pisana per la Scienza ONLUS, via Ferruccio Giovannini, 13, 56017, S. Giuliano Terme, Italy
| | - Ana Katrina Mapanao
- Center for Radiopharmaceutical Sciences, Paul Scherrer Institute (PSI), 5232, Villigen, Switzerland
| | - Federico Munafò
- Molecular Modeling and Drug Discovery Lab, Istituto Italiano di Tecnologia, via Morego, 30, 16163, Genoa, Italy
| | - Marco De Vivo
- Molecular Modeling and Drug Discovery Lab, Istituto Italiano di Tecnologia, via Morego, 30, 16163, Genoa, Italy.
| | - Valerio Voliani
- Center for Nanotechnology Innovation@ NEST, Istituto Italiano di Tecnologia, Piazza San Silvestro, 12, 56126, Pisa, Italy.
- Department of Pharmacy, School of Medical and Pharmaceutical Sciences, University of Genoa, Viale Cembrano 4, 16148, Genoa, Italy.
| |
Collapse
|
2
|
Gagliardi L, De Vivo M. JCTC Inaugural 2024 Early Career Advisory Board. J Chem Theory Comput 2024; 20:491. [PMID: 38258452 DOI: 10.1021/acs.jctc.3c01426] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/24/2024]
|
3
|
Ruiz Munevar M, Rizzi V, Portioli C, Vidossich P, Cao E, Parrinello M, Cancedda L, De Vivo M. Cation Chloride Cotransporter NKCC1 Operates through a Rocking-Bundle Mechanism. J Am Chem Soc 2024; 146:552-566. [PMID: 38146212 PMCID: PMC10786066 DOI: 10.1021/jacs.3c10258] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2023] [Revised: 12/05/2023] [Accepted: 12/06/2023] [Indexed: 12/27/2023]
Abstract
The sodium, potassium, and chloride cotransporter 1 (NKCC1) plays a key role in tightly regulating ion shuttling across cell membranes. Lately, its aberrant expression and function have been linked to numerous neurological disorders and cancers, making it a novel and highly promising pharmacological target for therapeutic interventions. A better understanding of how NKCC1 dynamically operates would therefore have broad implications for ongoing efforts toward its exploitation as a therapeutic target through its modulation. Based on recent structural data on NKCC1, we reveal conformational motions that are key to its function. Using extensive deep-learning-guided atomistic simulations of NKCC1 models embedded into the membrane, we captured complex dynamical transitions between alternate open conformations of the inner and outer vestibules of the cotransporter and demonstrated that NKCC1 has water-permeable states. We found that these previously undefined conformational transitions occur via a rocking-bundle mechanism characterized by the cooperative angular motion of transmembrane helices (TM) 4 and 9, with the contribution of the extracellular tip of TM 10. We found these motions to be critical in modulating ion transportation and in regulating NKCC1's water transporting capabilities. Specifically, we identified interhelical dynamical contacts between TM 10 and TM 6, which we functionally validated through mutagenesis experiments of 4 new targeted NKCC1 mutants. We conclude showing that those 4 residues are highly conserved in most Na+-dependent cation chloride cotransporters (CCCs), which highlights their critical mechanistic implications, opening the way to new strategies for NKCC1's function modulation and thus to potential drug action on selected CCCs.
Collapse
Affiliation(s)
- Manuel
José Ruiz Munevar
- Laboratory
of Molecular Modelling & Drug Discovery, Istituto Italiano di Tecnologia, Via Morego 30, Genoa 16163, Italy
| | - Valerio Rizzi
- Biomolecular
& Pharmaceutical Modelling Group, Université
de Genève, Rue Michel-Servet 1, Geneva CH-1211 4, Switzerland
| | - Corinne Portioli
- Laboratory
of Nanotechnology for Precision Medicine, Istituto Italiano di Tecnologia, Via Morego 30, Genoa 16163, Italy
- Laboratory
of Brain Development and Disease, Istituto
Italiano di Tecnologia, Via Morego 30, Genoa 16163, Italy
| | - Pietro Vidossich
- Laboratory
of Molecular Modelling & Drug Discovery, Istituto Italiano di Tecnologia, Via Morego 30, Genoa 16163, Italy
| | - Erhu Cao
- Department
of Biochemistry, University of Utah School
of Medicine, Salt Lake City, Utah 84112-5650, United States
| | - Michele Parrinello
- Laboratory
of Atomistic Simulations, Istituto Italiano
di Tecnologia, Via Morego 30, Genoa 16163, Italy
| | - Laura Cancedda
- Laboratory
of Brain Development and Disease, Istituto
Italiano di Tecnologia, Via Morego 30, Genoa 16163, Italy
| | - Marco De Vivo
- Laboratory
of Molecular Modelling & Drug Discovery, Istituto Italiano di Tecnologia, Via Morego 30, Genoa 16163, Italy
| |
Collapse
|
4
|
Franco-Ulloa S, Cesari A, Riccardi L, De Biasi F, Rosa-Gastaldo D, Mancin F, De Vivo M, Rastrelli F. Molecular Mechanisms Underlying Detection Sensitivity in Nanoparticle-Assisted NMR Chemosensing. J Phys Chem Lett 2023; 14:6912-6918. [PMID: 37498189 PMCID: PMC10405269 DOI: 10.1021/acs.jpclett.3c01005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2023] [Accepted: 07/11/2023] [Indexed: 07/28/2023]
Abstract
Nanoparticle-assisted nuclear magnetic resonance (NMR) chemosensing exploits monolayer-protected nanoparticles as supramolecular hosts to detect small molecules in complex mixtures via nuclear Overhauser effect experiments with detection limits down to the micromolar range. Still, the structure-sensitivity relationships at the basis of such detection limits are little understood. In this work, we integrate NMR spectroscopy and atomistic molecular dynamics simulations to examine the covariates that affect the sensitivity of different NMR chemosensing experiments [saturation transfer difference (STD), water STD, and high-power water-mediated STD]. Our results show that the intensity of the observed signals correlates with the number and duration of the spin-spin interactions between the analytes and the nanoparticles and/or between the analytes and the nanoparticles' solvation molecules. In turn, these parameters depend on the location and dynamics of each analyte inside the monolayer. This insight will eventually facilitate the tailoring of experimental and computational setups to the analyte's chemistry, making NMR chemosensing an even more effective technique in practical use.
Collapse
Affiliation(s)
- Sebastian Franco-Ulloa
- Molecular
Modeling and Drug Discovery Lab, Istituto
Italiano di Tecnologia, via Morego 30, 16163 Genova, Italy
- Expert
Analytics, Møllergata
8, 0179 Oslo, Norway
| | - Andrea Cesari
- Department
of Chemical Sciences, University of Padova, via Marzolo 1, 35131 Padova, Italy
| | - Laura Riccardi
- Molecular
Modeling and Drug Discovery Lab, Istituto
Italiano di Tecnologia, via Morego 30, 16163 Genova, Italy
| | - Federico De Biasi
- Department
of Chemical Sciences, University of Padova, via Marzolo 1, 35131 Padova, Italy
| | - Daniele Rosa-Gastaldo
- Department
of Chemical Sciences, University of Padova, via Marzolo 1, 35131 Padova, Italy
| | - Fabrizio Mancin
- Department
of Chemical Sciences, University of Padova, via Marzolo 1, 35131 Padova, Italy
| | - Marco De Vivo
- Molecular
Modeling and Drug Discovery Lab, Istituto
Italiano di Tecnologia, via Morego 30, 16163 Genova, Italy
| | - Federico Rastrelli
- Department
of Chemical Sciences, University of Padova, via Marzolo 1, 35131 Padova, Italy
| |
Collapse
|
5
|
La Sala G, Pfleger C, Käck H, Wissler L, Nevin P, Böhm K, Janet JP, Schimpl M, Stubbs CJ, De Vivo M, Tyrchan C, Hogner A, Gohlke H, Frolov AI. Combining structural and coevolution information to unveil allosteric sites. Chem Sci 2023; 14:7057-7067. [PMID: 37389247 PMCID: PMC10306073 DOI: 10.1039/d2sc06272k] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2022] [Accepted: 06/02/2023] [Indexed: 07/01/2023] Open
Abstract
Understanding allosteric regulation in biomolecules is of great interest to pharmaceutical research and computational methods emerged during the last decades to characterize allosteric coupling. However, the prediction of allosteric sites in a protein structure remains a challenging task. Here, we integrate local binding site information, coevolutionary information, and information on dynamic allostery into a structure-based three-parameter model to identify potentially hidden allosteric sites in ensembles of protein structures with orthosteric ligands. When tested on five allosteric proteins (LFA-1, p38-α, GR, MAT2A, and BCKDK), the model successfully ranked all known allosteric pockets in the top three positions. Finally, we identified a novel druggable site in MAT2A confirmed by X-ray crystallography and SPR and a hitherto unknown druggable allosteric site in BCKDK validated by biochemical and X-ray crystallography analyses. Our model can be applied in drug discovery to identify allosteric pockets.
Collapse
Affiliation(s)
- Giuseppina La Sala
- Medicinal Chemistry, Research and Early Development, Cardiovascular, Renal and Metabolism (CVRM), BioPharmaceuticals R&D, AstraZeneca Gothenburg Sweden
| | - Christopher Pfleger
- Mathematisch-Naturwissenschaftliche Fakultät, Institut für Pharmazeutische und Medizinische Chemie, Heinrich-Heine-Universität Düsseldorf 40225 Düsseldorf Germany
| | - Helena Käck
- Mechanistic and Structural Biology, Discovery Sciences, BioPharmaceuticals R&D, AstraZeneca Gothenburg Sweden
| | - Lisa Wissler
- Mechanistic and Structural Biology, Discovery Sciences, BioPharmaceuticals R&D, AstraZeneca Gothenburg Sweden
| | - Philip Nevin
- Discovery Biology, Discovery Sciences, BioPharmaceuticals R&D, AstraZeneca Gothenburg Sweden
| | - Kerstin Böhm
- Discovery Biology, Discovery Sciences, BioPharmaceuticals R&D, AstraZeneca Gothenburg Sweden
| | - Jon Paul Janet
- Medicinal Chemistry, Research and Early Development, Cardiovascular, Renal and Metabolism (CVRM), BioPharmaceuticals R&D, AstraZeneca Gothenburg Sweden
| | - Marianne Schimpl
- Mechanistic and Structural Biology, Discovery Sciences, BioPharmaceuticals R&D, AstraZeneca Cambridge UK
| | - Christopher J Stubbs
- Mechanistic and Structural Biology, Discovery Sciences, BioPharmaceuticals R&D, AstraZeneca Cambridge UK
| | - Marco De Vivo
- Laboratory of Molecular Modeling and Drug Design, Istituto Italiano di Tecnologia Via Morego 30 16163 Genoa Italy
| | - Christian Tyrchan
- Medicinal Chemistry, Research and Early Development, Respiratory & Immunology (R&I), BioPharmaceuticals R&D, AstraZeneca Gothenburg Sweden
| | - Anders Hogner
- Medicinal Chemistry, Research and Early Development, Cardiovascular, Renal and Metabolism (CVRM), BioPharmaceuticals R&D, AstraZeneca Gothenburg Sweden
| | - Holger Gohlke
- Mathematisch-Naturwissenschaftliche Fakultät, Institut für Pharmazeutische und Medizinische Chemie, Heinrich-Heine-Universität Düsseldorf 40225 Düsseldorf Germany
- John von Neumann Institute for Computing (NIC), Jülich Supercomputing Centre (JSC), Institute of Biological Information Processing (IBI-7: Structural Biochemistry), Institute of Bio- and Geosciences (IBG-4: Bioinformatics) Forschungszentrum Jülich GmbH 52425 Jülich Germany
| | - Andrey I Frolov
- Medicinal Chemistry, Research and Early Development, Cardiovascular, Renal and Metabolism (CVRM), BioPharmaceuticals R&D, AstraZeneca Gothenburg Sweden
| |
Collapse
|
6
|
Raghavan B, Paulikat M, Ahmad K, Callea L, Rizzi A, Ippoliti E, Mandelli D, Bonati L, De Vivo M, Carloni P. Drug Design in the Exascale Era: A Perspective from Massively Parallel QM/MM Simulations. J Chem Inf Model 2023. [PMID: 37319347 DOI: 10.1021/acs.jcim.3c00557] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/17/2023]
Abstract
The initial phases of drug discovery - in silico drug design - could benefit from first principle Quantum Mechanics/Molecular Mechanics (QM/MM) molecular dynamics (MD) simulations in explicit solvent, yet many applications are currently limited by the short time scales that this approach can cover. Developing scalable first principle QM/MM MD interfaces fully exploiting current exascale machines - so far an unmet and crucial goal - will help overcome this problem, opening the way to the study of the thermodynamics and kinetics of ligand binding to protein with first principle accuracy. Here, taking two relevant case studies involving the interactions of ligands with rather large enzymes, we showcase the use of our recently developed massively scalable Multiscale Modeling in Computational Chemistry (MiMiC) QM/MM framework (currently using DFT to describe the QM region) to investigate reactions and ligand binding in enzymes of pharmacological relevance. We also demonstrate for the first time strong scaling of MiMiC-QM/MM MD simulations with parallel efficiency of ∼70% up to >80,000 cores. Thus, among many others, the MiMiC interface represents a promising candidate toward exascale applications by combining machine learning with statistical mechanics based algorithms tailored for exascale supercomputers.
Collapse
Affiliation(s)
- Bharath Raghavan
- Computational Biomedicine, Institute of Advanced Simulations IAS-5/Institute for Neuroscience and Medicine INM-9, Forschungszentrum Jülich GmbH, Jülich 52428, Germany
- Department of Physics, RWTH Aachen University, Aachen 52074, Germany
| | - Mirko Paulikat
- Computational Biomedicine, Institute of Advanced Simulations IAS-5/Institute for Neuroscience and Medicine INM-9, Forschungszentrum Jülich GmbH, Jülich 52428, Germany
| | - Katya Ahmad
- Computational Biomedicine, Institute of Advanced Simulations IAS-5/Institute for Neuroscience and Medicine INM-9, Forschungszentrum Jülich GmbH, Jülich 52428, Germany
| | - Lara Callea
- Department of Earth and Environmental Sciences, University of Milano-Bicocca, Piazza della Scienza 1, 20126 Milan, Italy
| | - Andrea Rizzi
- Computational Biomedicine, Institute of Advanced Simulations IAS-5/Institute for Neuroscience and Medicine INM-9, Forschungszentrum Jülich GmbH, Jülich 52428, Germany
- Atomistic Simulations, Italian Institute of Technology, Genova 16163, Italy
| | - Emiliano Ippoliti
- Computational Biomedicine, Institute of Advanced Simulations IAS-5/Institute for Neuroscience and Medicine INM-9, Forschungszentrum Jülich GmbH, Jülich 52428, Germany
| | - Davide Mandelli
- Computational Biomedicine, Institute of Advanced Simulations IAS-5/Institute for Neuroscience and Medicine INM-9, Forschungszentrum Jülich GmbH, Jülich 52428, Germany
| | - Laura Bonati
- Department of Earth and Environmental Sciences, University of Milano-Bicocca, Piazza della Scienza 1, 20126 Milan, Italy
| | - Marco De Vivo
- Molecular Modelling and Drug Discovery, Italian Institute of Technology, Genova 16163, Italy
| | - Paolo Carloni
- Computational Biomedicine, Institute of Advanced Simulations IAS-5/Institute for Neuroscience and Medicine INM-9, Forschungszentrum Jülich GmbH, Jülich 52428, Germany
- Department of Physics and Universitätsklinikum, RWTH Aachen University, Aachen 52074, Germany
| |
Collapse
|
7
|
Brindani N, Vuong LM, Acquistapace IM, La Serra MA, Ortega JA, Veronesi M, Bertozzi SM, Summa M, Girotto S, Bertorelli R, Armirotti A, Ganesan AK, De Vivo M. Design, Synthesis, In Vitro and In Vivo Characterization of CDC42 GTPase Interaction Inhibitors for the Treatment of Cancer. J Med Chem 2023; 66:5981-6001. [PMID: 37026468 PMCID: PMC10150367 DOI: 10.1021/acs.jmedchem.3c00276] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2023] [Indexed: 04/08/2023]
Abstract
CDC42 GTPases (RHOJ, CDC42, and RHOQ) are overexpressed in multiple tumor types and activate pathways critical for tumor growth, angiogenesis, and metastasis. Recently, we reported the discovery of a novel lead compound, ARN22089, which blocks the interaction of CDC42 GTPases with specific downstream effectors. ARN22089 blocks tumor growth in BRAF mutant mouse melanoma models and patient-derived xenografts (PDXs) in vivo. ARN22089 also inhibits tumor angiogenesis in three-dimensional vascularized microtumor models in vitro. Notably, ARN22089 belongs to a novel class of trisubstituted pyrimidines. Based on these results, we describe an extensive structure-activity relationship of ∼30 compounds centered on ARN22089. We discovered and optimized two novel inhibitors (27, ARN25062, and 28, ARN24928), which are optimal back-up/follow-up leads with favorable drug-like properties and in vivo efficacy in PDX tumors. These findings further demonstrate the potential of this class of CDC42/RHOJ inhibitors for cancer treatment, with lead candidates ready for advanced preclinical studies.
Collapse
Affiliation(s)
- Nicoletta Brindani
- Molecular
Modeling and Drug Discovery Lab, Istituto
Italiano di Tecnologia, Via Morego 30, Genova 16163, Italy
| | - Linh M. Vuong
- Department
of Dermatology, University of California, Irvine, California 92697, United States
| | - Isabella Maria Acquistapace
- Molecular
Modeling and Drug Discovery Lab, Istituto
Italiano di Tecnologia, Via Morego 30, Genova 16163, Italy
| | - Maria Antonietta La Serra
- Molecular
Modeling and Drug Discovery Lab, Istituto
Italiano di Tecnologia, Via Morego 30, Genova 16163, Italy
| | - José Antonio Ortega
- Molecular
Modeling and Drug Discovery Lab, Istituto
Italiano di Tecnologia, Via Morego 30, Genova 16163, Italy
| | - Marina Veronesi
- Structural
Biophysics Facility, Istituto Italiano di
Tecnologia, Via Morego
30, Genova 16163, Italy
| | - Sine Mandrup Bertozzi
- Analytical
Chemistry Facility, Istituto Italiano di
Tecnologia, Via Morego
30, Genova 16163, Italy
| | - Maria Summa
- Translational
Pharmacology Facility, Istituto Italiano
di Tecnologia, Via Morego
30, Genova 16163, Italy
| | - Stefania Girotto
- Structural
Biophysics Facility, Istituto Italiano di
Tecnologia, Via Morego
30, Genova 16163, Italy
| | - Rosalia Bertorelli
- Translational
Pharmacology Facility, Istituto Italiano
di Tecnologia, Via Morego
30, Genova 16163, Italy
| | - Andrea Armirotti
- Analytical
Chemistry Facility, Istituto Italiano di
Tecnologia, Via Morego
30, Genova 16163, Italy
| | - Anand K. Ganesan
- Department
of Dermatology, University of California, Irvine, California 92697, United States
| | - Marco De Vivo
- Molecular
Modeling and Drug Discovery Lab, Istituto
Italiano di Tecnologia, Via Morego 30, Genova 16163, Italy
| |
Collapse
|
8
|
Franco-Ulloa S, Riccardi L, Rimembrana F, Grottin E, Pini M, De Vivo M. NanoModeler CG: A Tool for Modeling and Engineering Functional Nanoparticles at a Coarse-Grained Resolution. J Chem Theory Comput 2023; 19:1582-1591. [PMID: 36795071 PMCID: PMC10018737 DOI: 10.1021/acs.jctc.2c01029] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/17/2023]
Abstract
Functionalized metal nanoparticles (NPs) are macromolecular assemblies with a tunable physicochemical profile that makes them interesting for biotechnology, materials science, and energy conversion. In this regard, molecular simulations offer a way to scrutinize the structural and dynamical features of monolayer-protected NPs and their interactions with relevant matrices. Previously, we developed NanoModeler, a webserver that automates the preparation of functionalized gold NPs for atomistic molecular dynamics (MD) simulations. Here, we present NanoModeler CG (www.nanomodeler.it), a new release of NanoModeler that now also allows the building and parametrizing of monolayer-protected metal NPs at a coarse-grained (CG) resolution. This new version extends our original methodology to NPs of eight different core shapes, conformed by up to 800,000 beads and coated by eight different monolayer morphologies. The resulting topologies are compatible with the Martini force field but are easily extendable to any other set of parameters parsed by the user. Finally, we demonstrate NanoModeler CG's capabilities by reproducing experimental structural features of alkylthiolated NPs and rationalizing the brush-to-mushroom phase transition of PEGylated anionic NPs. By automating the construction and parametrization of functionalized NPs, the NanoModeler series offers a standardized way to computationally model monolayer-protected nanosized systems.
Collapse
Affiliation(s)
- Sebastian Franco-Ulloa
- Molecular Modeling and Drug Discovery Lab, Istituto Italiano di Tecnologia, via Morego 30, Genova 16163, Italy.,Expert Analytics, Møllergata 8, Oslo 0179, Norway
| | - Laura Riccardi
- Molecular Modeling and Drug Discovery Lab, Istituto Italiano di Tecnologia, via Morego 30, Genova 16163, Italy
| | - Federico Rimembrana
- Molecular Modeling and Drug Discovery Lab, Istituto Italiano di Tecnologia, via Morego 30, Genova 16163, Italy
| | - Edwin Grottin
- Molecular Modeling and Drug Discovery Lab, Istituto Italiano di Tecnologia, via Morego 30, Genova 16163, Italy
| | - Mattia Pini
- Molecular Modeling and Drug Discovery Lab, Istituto Italiano di Tecnologia, via Morego 30, Genova 16163, Italy
| | - Marco De Vivo
- Molecular Modeling and Drug Discovery Lab, Istituto Italiano di Tecnologia, via Morego 30, Genova 16163, Italy
| |
Collapse
|
9
|
Geronimo I, Vidossich P, De Vivo M. On the Role of Molecular Conformation of the 8-Oxoguanine Lesion in Damaged DNA Processing by Polymerases. J Chem Inf Model 2023; 63:1521-1528. [PMID: 36825471 PMCID: PMC10015460 DOI: 10.1021/acs.jcim.2c01430] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/25/2023]
Abstract
A common and insidious DNA damage is 8-oxoguanine (8OG), bypassed with low catalytic efficiency and high error frequency by polymerases (Pols) during DNA replication. This is a fundamental process with far-reaching implications in cell function and diseases. However, the molecular determinants of how 8OG exactly affects the catalytic efficiency of Pols remain largely unclear. By examining ternary deoxycytidine triphosphate/DNA/Pol complexes containing the 8OG damage, we found that 8OG consistently adopts different conformations when bound to Pols, compared to when in isolated DNA. Equilibrium molecular dynamics and metadynamics free energy calculations quantified that 8OG is in the lowest energy conformation in isolated DNA. In contrast, 8OG adopts high-energy conformations often characterized by intramolecular steric repulsion when bound to Pols. We show that the 8OG conformation can be regulated by mutating Pol residues interacting with the 8OG phosphate group. These findings propose the 8OG conformation as a factor in Pol-mediated processing of damaged DNA.
Collapse
Affiliation(s)
- Inacrist Geronimo
- Laboratory of Molecular Modelling & Drug Discovery, Istituto Italiano di Tecnologia, Via Morego 30, Genoa 16163, Italy
| | - Pietro Vidossich
- Laboratory of Molecular Modelling & Drug Discovery, Istituto Italiano di Tecnologia, Via Morego 30, Genoa 16163, Italy
| | - Marco De Vivo
- Laboratory of Molecular Modelling & Drug Discovery, Istituto Italiano di Tecnologia, Via Morego 30, Genoa 16163, Italy
| |
Collapse
|
10
|
Munafò F, Nigro M, Brindani N, Manigrasso J, Geronimo I, Ottonello G, Armirotti A, De Vivo M. Computer-aided identification, synthesis, and biological evaluation of DNA polymerase η inhibitors for the treatment of cancer. Eur J Med Chem 2023; 248:115044. [PMID: 36621139 DOI: 10.1016/j.ejmech.2022.115044] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2022] [Revised: 12/20/2022] [Accepted: 12/20/2022] [Indexed: 01/04/2023]
Abstract
In cancer cells, Pol η allows DNA replication and cell proliferation even in the presence of chemotherapeutic drug-induced damages, like in the case of platinum-containing drugs. Inhibition of Pol η thus represents a promising strategy to overcome drug resistance and preserve the effectiveness of chemotherapeutic drugs. Here, we report the discovery of a novel class of Pol ƞ inhibitors, with 35 active close analogs. Compound 21 (ARN24964) stands out as the best inhibitor, with an IC50 value of 14.7 μM against Pol η and a good antiproliferative activity when used in combination with cisplatin - with a synergistic effect in three different cancer cell lines (A375, A549, OVCAR3). Moreover, it is characterized by a favorable drug-like profile in terms of its aqueous kinetic solubility, plasma and metabolic stability. Thus, ARN24964 is a promising compound for further structure-based drug design efforts toward developing drugs to solve or limit the issue of drug resistance to platinum-containing drugs in cancer patients.
Collapse
Affiliation(s)
- Federico Munafò
- Molecular Modeling and Drug Discovery Lab, Istituto Italiano di Tecnologia, via Morego 30, 16163, Genova, Italy
| | - Michela Nigro
- Molecular Modeling and Drug Discovery Lab, Istituto Italiano di Tecnologia, via Morego 30, 16163, Genova, Italy
| | - Nicoletta Brindani
- Molecular Modeling and Drug Discovery Lab, Istituto Italiano di Tecnologia, via Morego 30, 16163, Genova, Italy
| | - Jacopo Manigrasso
- Molecular Modeling and Drug Discovery Lab, Istituto Italiano di Tecnologia, via Morego 30, 16163, Genova, Italy
| | - Inacrist Geronimo
- Molecular Modeling and Drug Discovery Lab, Istituto Italiano di Tecnologia, via Morego 30, 16163, Genova, Italy
| | - Giuliana Ottonello
- Analytical Chemistry Facility, Istituto Italiano di Tecnologia, via Morego, 30, 16163, Genoa, Italy
| | - Andrea Armirotti
- Analytical Chemistry Facility, Istituto Italiano di Tecnologia, via Morego, 30, 16163, Genoa, Italy
| | - Marco De Vivo
- Molecular Modeling and Drug Discovery Lab, Istituto Italiano di Tecnologia, via Morego 30, 16163, Genova, Italy.
| |
Collapse
|
11
|
Brindani N, Munafò F, Menichetti A, Donati E, Nigro M, Ottonello G, Armirotti A, De Vivo M. Design, synthesis, docking, and biochemical characterization of non-nucleoside SARS-CoV-2 RdRp inhibitors. Bioorg Med Chem 2023; 80:117179. [PMID: 36716583 PMCID: PMC9862713 DOI: 10.1016/j.bmc.2023.117179] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2022] [Revised: 01/02/2023] [Accepted: 01/18/2023] [Indexed: 01/22/2023]
Abstract
The severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) has caused a worldwide pandemic. The identification of effective antiviral drugs remains an urgent medical need. In this context, here we report 17 new 1,4-benzopyrone derivatives, which have been designed, synthesized, and characterized for their ability to block the RNA-dependent RNA polymerase (RdRp) enzyme, a promising target for antiviral drug discovery. This compound series represents a good starting point for developing non-nucleoside inhibitors of RdRp. Compounds 4, 5, and 8 were the most promising drug-like candidates with good potency in inhibiting RdRp, improved in vitro pharmacokinetics compared to the initial hits, and no cytotoxicity effects on normal cell (HEK-293). Compound 8 (ARN25592) stands out as the most promising inhibitor. Our results indicate that this new chemical class of 1,4-benzopyrone derivatives deserves further exploration towards novel and potent antiviral drugs for the treatment of SARS-CoV-2 and potentially other viruses.
Collapse
Affiliation(s)
- Nicoletta Brindani
- Molecular Modeling and Drug Discovery Lab, Istituto Italiano di Tecnologia, via Morego 30, 16163 Genova, Italy
| | - Federico Munafò
- Molecular Modeling and Drug Discovery Lab, Istituto Italiano di Tecnologia, via Morego 30, 16163 Genova, Italy
| | - Andrea Menichetti
- Molecular Modeling and Drug Discovery Lab, Istituto Italiano di Tecnologia, via Morego 30, 16163 Genova, Italy
| | - Elisa Donati
- Molecular Modeling and Drug Discovery Lab, Istituto Italiano di Tecnologia, via Morego 30, 16163 Genova, Italy
| | - Michela Nigro
- Molecular Modeling and Drug Discovery Lab, Istituto Italiano di Tecnologia, via Morego 30, 16163 Genova, Italy
| | - Giuliana Ottonello
- Analytical Chemistry, Istituto Italiano di Tecnologia, via Morego 30, 16163 Genova, Italy
| | - Andrea Armirotti
- Analytical Chemistry, Istituto Italiano di Tecnologia, via Morego 30, 16163 Genova, Italy
| | - Marco De Vivo
- Molecular Modeling and Drug Discovery Lab, Istituto Italiano di Tecnologia, via Morego 30, 16163 Genova, Italy.
| |
Collapse
|
12
|
Kouba T, Dubankova A, Drncova P, Donati E, Vidossich P, Speranzini V, Pflug A, Huchting J, Meier C, De Vivo M, Cusack S. Direct observation of backtracking by influenza A and B polymerases upon consecutive incorporation of the nucleoside analog T1106. Cell Rep 2023; 42:111901. [PMID: 36596301 DOI: 10.1016/j.celrep.2022.111901] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2022] [Revised: 11/11/2022] [Accepted: 12/07/2022] [Indexed: 01/03/2023] Open
Abstract
The antiviral pseudo-base T705 and its de-fluoro analog T1106 mimic adenine or guanine and can be competitively incorporated into nascent RNA by viral RNA-dependent RNA polymerases. Although dispersed, single pseudo-base incorporation is mutagenic, consecutive incorporation causes polymerase stalling and chain termination. Using a template encoding single and then consecutive T1106 incorporation four nucleotides later, we obtained a cryogenic electron microscopy structure of stalled influenza A/H7N9 polymerase. This shows that the entire product-template duplex backtracks by 5 nt, bringing the singly incorporated T1106 to the +1 position, where it forms an unexpected T1106:U wobble base pair. Similar structures show that influenza B polymerase also backtracks after consecutive T1106 incorporation, regardless of whether prior single incorporation has occurred. These results give insight into the unusual mechanism of chain termination by pyrazinecarboxamide base analogs. Consecutive incorporation destabilizes the proximal end of the product-template duplex, promoting irreversible backtracking to a more energetically favorable overall configuration.
Collapse
Affiliation(s)
- Tomas Kouba
- European Molecular Biology Laboratory, 71 Avenue des Martyrs, CS 90181, 38042 Grenoble Cedex 9, France
| | - Anna Dubankova
- European Molecular Biology Laboratory, 71 Avenue des Martyrs, CS 90181, 38042 Grenoble Cedex 9, France
| | - Petra Drncova
- European Molecular Biology Laboratory, 71 Avenue des Martyrs, CS 90181, 38042 Grenoble Cedex 9, France
| | - Elisa Donati
- Molecular Modeling & Drug Discovery Lab, Istituto Italiano di Tecnologia, Via Morego 30, 16163 Genova, Italy
| | - Pietro Vidossich
- Molecular Modeling & Drug Discovery Lab, Istituto Italiano di Tecnologia, Via Morego 30, 16163 Genova, Italy
| | - Valentina Speranzini
- European Molecular Biology Laboratory, 71 Avenue des Martyrs, CS 90181, 38042 Grenoble Cedex 9, France
| | - Alex Pflug
- European Molecular Biology Laboratory, 71 Avenue des Martyrs, CS 90181, 38042 Grenoble Cedex 9, France
| | - Johanna Huchting
- Organic Chemistry, Department of Chemistry, Hamburg University, Martin-Luther-King-Platz 6, 20146 Hamburg, Germany
| | - Chris Meier
- Organic Chemistry, Department of Chemistry, Hamburg University, Martin-Luther-King-Platz 6, 20146 Hamburg, Germany
| | - Marco De Vivo
- Molecular Modeling & Drug Discovery Lab, Istituto Italiano di Tecnologia, Via Morego 30, 16163 Genova, Italy
| | - Stephen Cusack
- European Molecular Biology Laboratory, 71 Avenue des Martyrs, CS 90181, 38042 Grenoble Cedex 9, France.
| |
Collapse
|
13
|
De Vivo M. JCTC: In Pursuit of Excellence. J Chem Theory Comput 2023; 19:379-379. [PMID: 36649206 DOI: 10.1021/acs.jctc.2c01197] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023]
Affiliation(s)
- Marco De Vivo
- Molecular Modeling and Drug Discovery Lab, Istituto Italiano di Tecnologia, via Morego 30, 16163 Genoa, Italy
| |
Collapse
|
14
|
Savardi A, Patricelli Malizia A, De Vivo M, Cancedda L, Borgogno M. Preclinical Development of the Na-K-2Cl Co-transporter-1 (NKCC1) Inhibitor ARN23746 for the Treatment of Neurodevelopmental Disorders. ACS Pharmacol Transl Sci 2023; 6:1-11. [PMID: 36654749 PMCID: PMC9841778 DOI: 10.1021/acsptsci.2c00197] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2022] [Indexed: 01/06/2023]
Abstract
Alterations in the expression of the Cl- importer Na-K-2Cl co-transporter-1 (NKCC1) and the exporter K-Cl co-transporter 2 (KCC2) lead to impaired intracellular chloride concentration in neurons and imbalanced excitation/inhibition in the brain. These alterations have been observed in several neurological disorders (e.g., Down syndrome and autism). Recently, we have reported the discovery of the selective NKCC1 inhibitor "compound ARN23746" for the treatment of Down syndrome and autism in mouse models. Here, we report on an extensive preclinical characterization of ARN23746 toward its development as a clinical candidate. ARN23746 shows an overall excellent metabolism profile and good brain penetration. Moreover, ARN23746 is effective in rescuing cognitive impairment in Down syndrome mice upon per os administration, in line with oral treatment of neurodevelopmental disorders. Notably, ARN23746 does not present signs of toxicity or diuresis even if administered up to 50 times the effective dose. These results further support ARN23746 as a solid candidate for clinical trial-enabling studies.
Collapse
Affiliation(s)
| | | | - Marco De Vivo
- IAMA
Therapeutics, via Filippo
Turati 2/9, 16128 Genoa, Italy
- Molecular
Modeling & Drug Discovery Laboratory, Istituto Italiano di Tecnologia, via Morego, 30, 16163 Genoa, Italy
| | - Laura Cancedda
- IAMA
Therapeutics, via Filippo
Turati 2/9, 16128 Genoa, Italy
- Brain
Development & Disease Laboratory, Istituto
Italiano di Tecnologia, via Morego, 30, 16163 Genoa, Italy
| | - Marco Borgogno
- IAMA
Therapeutics, via Filippo
Turati 2/9, 16128 Genoa, Italy
| |
Collapse
|
15
|
Abstract
Hoogsteen (HG) base pairs have a transient nature and can be structurally similar to Watson-Crick (WC) base pairs, making their occurrence and thermodynamic stability difficult to determine experimentally. Herein, we employed the restrain-free-energy perturbation-release (R-FEP-R) method to calculate the relative free energy of the WC and HG base pairing modes in isolated and bound DNA systems and predict the glycosyl torsion conformational preference of purine bases. Notably, this method does not require prior knowledge of the transition pathway between the two end states. Remarkably, relatively fast convergence was reached, with results in excellent agreement with experimental data for all the examined DNA systems. The R-REP-R method successfully determined the stability of HG base pairing and more generally, the conformational preference of purine bases, in these systems. Therefore, this computational approach can help to understand the dynamic equilibrium between the WC and HG base pairing modes in DNA.
Collapse
Affiliation(s)
- Inacrist Geronimo
- Laboratory of Molecular Modelling & Drug Discovery, Istituto Italiano di Tecnologia, Via Morego 30, Genoa 16163, Italy
| | - Marco De Vivo
- Laboratory of Molecular Modelling & Drug Discovery, Istituto Italiano di Tecnologia, Via Morego 30, Genoa 16163, Italy
| |
Collapse
|
16
|
Zhao Y, Shen J, Wang Q, Ruiz Munevar MJ, Vidossich P, De Vivo M, Zhou M, Cao E. Structure of the human cation-chloride cotransport KCC1 in an outward-open state. Proc Natl Acad Sci U S A 2022; 119:e2109083119. [PMID: 35759661 PMCID: PMC9271165 DOI: 10.1073/pnas.2109083119] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2021] [Accepted: 04/25/2022] [Indexed: 12/30/2022] Open
Abstract
Cation-chloride cotransporters (CCCs) catalyze electroneutral symport of Cl- with Na+ and/or K+ across membranes. CCCs are fundamental in cell volume homeostasis, transepithelia ion movement, maintenance of intracellular Cl- concentration, and neuronal excitability. Here, we present a cryoelectron microscopy structure of human K+-Cl- cotransporter (KCC)1 bound with the VU0463271 inhibitor in an outward-open state. In contrast to many other amino acid-polyamine-organocation transporter cousins, our first outward-open CCC structure reveals that opening the KCC1 extracellular ion permeation path does not involve hinge-bending motions of the transmembrane (TM) 1 and TM6 half-helices. Instead, rocking of TM3 and TM8, together with displacements of TM4, TM9, and a conserved intracellular loop 1 helix, underlie alternate opening and closing of extracellular and cytoplasmic vestibules. We show that KCC1 intriguingly exists in one of two distinct dimeric states via different intersubunit interfaces. Our studies provide a blueprint for understanding the mechanisms of CCCs and their inhibition by small molecule compounds.
Collapse
Affiliation(s)
- Yongxiang Zhao
- Department of Biochemistry, University of Utah School of Medicine, Salt Lake City, UT 84112
| | - Jiemin Shen
- Verna and Marrs McLean Department of Biochemistry and Molecular Biology, Baylor College of Medicine, Houston, TX 77030
| | - Qinzhe Wang
- Department of Biochemistry, University of Utah School of Medicine, Salt Lake City, UT 84112
| | | | | | - Marco De Vivo
- Istituto Italiano di Tecnologia, 16163 Genova, Italy
| | - Ming Zhou
- Verna and Marrs McLean Department of Biochemistry and Molecular Biology, Baylor College of Medicine, Houston, TX 77030
| | - Erhu Cao
- Department of Biochemistry, University of Utah School of Medicine, Salt Lake City, UT 84112
| |
Collapse
|
17
|
Colini Baldeschi A, Zattoni M, Vanni S, Nikolic L, Ferracin C, La Sala G, Summa M, Bertorelli R, Bertozzi SM, Giachin G, Carloni P, Bolognesi ML, De Vivo M, Legname G. Innovative Non-PrP-Targeted Drug Strategy Designed to Enhance Prion Clearance. J Med Chem 2022; 65:8998-9010. [PMID: 35771181 PMCID: PMC9289883 DOI: 10.1021/acs.jmedchem.2c00205] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Prion diseases are a group of neurodegenerative disorders characterized by the accumulation of misfolded prion protein (called PrPSc). Although conversion of the cellular prion protein (PrPC) to PrPSc is still not completely understood, most of the therapies developed until now are based on blocking this process. Here, we propose a new drug strategy aimed at clearing prions without any direct interaction with neither PrPC nor PrPSc. Starting from the recent discovery of SERPINA3/SerpinA3n upregulation during prion diseases, we have identified a small molecule, named compound 5 (ARN1468), inhibiting the function of these serpins and effectively reducing prion load in chronically infected cells. Although the low bioavailability of this compound does not allow in vivo studies in prion-infected mice, our strategy emerges as a novel and effective approach to the treatment of prion disease.
Collapse
Affiliation(s)
- Arianna Colini Baldeschi
- Laboratory of Prion Biology, Department of Neuroscience, Scuola Internazionale Superiore di Studi Avanzati (SISSA), Via Bonomea 265, 34136 Trieste, Italy
| | - Marco Zattoni
- Laboratory of Prion Biology, Department of Neuroscience, Scuola Internazionale Superiore di Studi Avanzati (SISSA), Via Bonomea 265, 34136 Trieste, Italy
| | - Silvia Vanni
- Laboratory of Prion Biology, Department of Neuroscience, Scuola Internazionale Superiore di Studi Avanzati (SISSA), Via Bonomea 265, 34136 Trieste, Italy
| | - Lea Nikolic
- Laboratory of Prion Biology, Department of Neuroscience, Scuola Internazionale Superiore di Studi Avanzati (SISSA), Via Bonomea 265, 34136 Trieste, Italy
| | - Chiara Ferracin
- Laboratory of Prion Biology, Department of Neuroscience, Scuola Internazionale Superiore di Studi Avanzati (SISSA), Via Bonomea 265, 34136 Trieste, Italy
| | - Giuseppina La Sala
- Molecular Modeling & Drug Discovery Lab, Istituto Italiano di Tecnologia, Via Morego 30, 16163 Genoa, Italy
| | - Maria Summa
- Translational Pharmacology, Istituto Italiano di Tecnologia, Via Morego 30, 16163 Genoa, Italy
| | - Rosalia Bertorelli
- Translational Pharmacology, Istituto Italiano di Tecnologia, Via Morego 30, 16163 Genoa, Italy
| | - Sine Mandrup Bertozzi
- Analytical Chemistry Lab, Istituto Italiano di Tecnologia, Via Morego 30, 16163 Genoa, Italy
| | - Gabriele Giachin
- Department of Chemical Sciences (DiSC), University of Padua, Via F. Marzolo 1, 35131 Padova, Italy
| | - Paolo Carloni
- Institute for Advanced Simulations (IAS)-5/Institute for Neuroscience and Medicine (INM)-9, "Computational Medicine", Forschungszentrum Jülich, 52428 Jülich, Germany.,Institute for Neuroscience and Medicine (INM)-11, "Molecular Neuroscience and Neuroimaging", Forschungszentrum Jülich, 52428 Jülich, Germany.,Department of Physics, RWTH-Aachen University, 52074 Aachen, Germany
| | - Maria Laura Bolognesi
- Department of Pharmacy and Biotechnology, University of Bologna, Via Belmeloro 6, 40126 Bologna, Italy
| | - Marco De Vivo
- Molecular Modeling & Drug Discovery Lab, Istituto Italiano di Tecnologia, Via Morego 30, 16163 Genoa, Italy
| | - Giuseppe Legname
- Laboratory of Prion Biology, Department of Neuroscience, Scuola Internazionale Superiore di Studi Avanzati (SISSA), Via Bonomea 265, 34136 Trieste, Italy
| |
Collapse
|
18
|
La Serra MA, Vidossich P, Acquistapace I, Ganesan AK, De Vivo M. Alchemical Free Energy Calculations to Investigate Protein-Protein Interactions: the Case of the CDC42/PAK1 Complex. J Chem Inf Model 2022; 62:3023-3033. [PMID: 35679463 PMCID: PMC9241073 DOI: 10.1021/acs.jcim.2c00348] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
![]()
Here, we show that
alchemical free energy calculations can quantitatively
compute the effect of mutations at the protein–protein interface.
As a test case, we have used the protein complex formed by the small
Rho-GTPase CDC42 and its downstream effector PAK1, a serine/threonine
kinase. Notably, the CDC42/PAK1 complex offers a wealth of structural,
mutagenesis, and binding affinity data because of its central role
in cellular signaling and cancer progression. In this context, we
have considered 16 mutations in the CDC42/PAK1 complex and obtained
excellent agreement between computed and experimental data on binding
affinity. Importantly, we also show that a careful analysis of the
side-chain conformations in the mutated amino acids can considerably
improve the computed estimates, solving issues related to sampling
limitations. Overall, this study demonstrates that alchemical free
energy calculations can conveniently be integrated into the design
of experimental mutagenesis studies.
Collapse
Affiliation(s)
- Maria Antonietta La Serra
- Laboratory of Molecular Modeling and Drug Discovery, Istituto Italiano di Tecnologia, via Morego 30, Genoa 16163, Italy
| | - Pietro Vidossich
- Laboratory of Molecular Modeling and Drug Discovery, Istituto Italiano di Tecnologia, via Morego 30, Genoa 16163, Italy
| | - Isabella Acquistapace
- Laboratory of Molecular Modeling and Drug Discovery, Istituto Italiano di Tecnologia, via Morego 30, Genoa 16163, Italy
| | - Anand K Ganesan
- Department of Dermatology, University of California, Irvine, Irvine, California 92697, United States.,Department of Biological Chemistry, University of California, Irvine, Irvine, California 92697, United States
| | - Marco De Vivo
- Laboratory of Molecular Modeling and Drug Discovery, Istituto Italiano di Tecnologia, via Morego 30, Genoa 16163, Italy
| |
Collapse
|
19
|
Munafò F, Donati E, Brindani N, Ottonello G, Armirotti A, De Vivo M. Quercetin and luteolin are single-digit micromolar inhibitors of the SARS-CoV-2 RNA-dependent RNA polymerase. Sci Rep 2022; 12:10571. [PMID: 35732785 PMCID: PMC9216299 DOI: 10.1038/s41598-022-14664-2] [Citation(s) in RCA: 24] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2021] [Accepted: 06/10/2022] [Indexed: 01/18/2023] Open
Abstract
Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) has rapidly become a global health pandemic. Among the viral proteins, RNA-dependent RNA polymerase (RdRp) is responsible for viral genome replication and has emerged as one of the most promising targets for pharmacological intervention against SARS-CoV-2. To this end, we experimentally tested luteolin and quercetin for their ability to inhibit the RdRp enzyme. These two compounds are ancestors of flavonoid natural compounds known for a variety of basal pharmacological activities. Luteolin and quercetin returned a single-digit IC50 of 4.6 µM and 6.9 µM, respectively. Then, through dynamic docking simulations, we identified possible binding modes of these compounds to a recently published cryo-EM structure of RdRp. Collectively, these data indicate that these two compounds are a valid starting point for further optimization and development of a new class of RdRp inhibitors to treat SARS-CoV-2 and potentially other viral infections.
Collapse
Affiliation(s)
- Federico Munafò
- Molecular Modeling and Drug Discovery Lab, Istituto Italiano Di Tecnologia, via Morego 30, 16163, Genoa, Italy
| | - Elisa Donati
- Molecular Modeling and Drug Discovery Lab, Istituto Italiano Di Tecnologia, via Morego 30, 16163, Genoa, Italy
| | - Nicoletta Brindani
- Molecular Modeling and Drug Discovery Lab, Istituto Italiano Di Tecnologia, via Morego 30, 16163, Genoa, Italy
| | - Giuliana Ottonello
- Analytical Chemistry Facility, Istituto Italiano Di Tecnologia, via Morego, 30, 16163, Genoa, Italy
| | - Andrea Armirotti
- Analytical Chemistry Facility, Istituto Italiano Di Tecnologia, via Morego, 30, 16163, Genoa, Italy
| | - Marco De Vivo
- Molecular Modeling and Drug Discovery Lab, Istituto Italiano Di Tecnologia, via Morego 30, 16163, Genoa, Italy.
| |
Collapse
|
20
|
Jahid S, Ortega JA, Vuong LM, Acquistapace IM, Hachey SJ, Flesher JL, La Serra MA, Brindani N, La Sala G, Manigrasso J, Arencibia JM, Bertozzi SM, Summa M, Bertorelli R, Armirotti A, Jin R, Liu Z, Chen CF, Edwards R, Hughes CCW, De Vivo M, Ganesan AK. Structure-based design of CDC42 effector interaction inhibitors for the treatment of cancer. Cell Rep 2022; 39:110760. [PMID: 35476990 PMCID: PMC9128537 DOI: 10.1016/j.celrep.2022.110760] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022] Open
|
21
|
Jahid S, Ortega JA, Vuong LM, Acquistapace IM, Hachey SJ, Flesher JL, La Serra MA, Brindani N, La Sala G, Manigrasso J, Arencibia JM, Bertozzi SM, Summa M, Bertorelli R, Armirotti A, Jin R, Liu Z, Chen CF, Edwards R, Hughes CCW, De Vivo M, Ganesan AK. Structure-based design of CDC42 effector interaction inhibitors for the treatment of cancer. Cell Rep 2022; 39:110641. [PMID: 35385746 PMCID: PMC9127750 DOI: 10.1016/j.celrep.2022.110641] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2021] [Revised: 02/01/2022] [Accepted: 03/16/2022] [Indexed: 01/21/2023] Open
Abstract
CDC42 family GTPases (RHOJ, RHOQ, CDC42) are upregulated but rarely mutated in cancer and control both the ability of tumor cells to invade surrounding tissues and the ability of endothelial cells to vascularize tumors. Here, we use computer-aided drug design to discover a chemical entity (ARN22089) that has broad activity against a panel of cancer cell lines, inhibits S6 phosphorylation and MAPK activation, activates pro-inflammatory and apoptotic signaling, and blocks tumor growth and angiogenesis in 3D vascularized microtumor models (VMT) in vitro. Additionally, ARN22089 has a favorable pharmacokinetic profile and can inhibit the growth of BRAF mutant mouse melanomas and patient-derived xenografts in vivo. ARN22089 selectively blocks CDC42 effector interactions without affecting the binding between closely related GTPases and their downstream effectors. Taken together, we identify a class of therapeutic agents that influence tumor growth by modulating CDC42 signaling in both the tumor cell and its microenvironment.
Collapse
Affiliation(s)
- Sohail Jahid
- Department of Dermatology, University of California, Irvine, CA 92697, USA
| | - Jose A Ortega
- Laboratory of Molecular Modeling and Drug Design, Istituto Italiano di Tecnologia, Via Morego 30, 16163 Genoa, Italy
| | - Linh M Vuong
- Department of Dermatology, University of California, Irvine, CA 92697, USA
| | - Isabella Maria Acquistapace
- Laboratory of Molecular Modeling and Drug Design, Istituto Italiano di Tecnologia, Via Morego 30, 16163 Genoa, Italy
| | - Stephanie J Hachey
- Department of Physiology and Biophysics, University of California, Irvine, CA 92697, USA
| | - Jessica L Flesher
- Department of Biological Chemistry, University of California, Irvine, CA 92697, USA
| | - Maria Antonietta La Serra
- Laboratory of Molecular Modeling and Drug Design, Istituto Italiano di Tecnologia, Via Morego 30, 16163 Genoa, Italy
| | - Nicoletta Brindani
- Laboratory of Molecular Modeling and Drug Design, Istituto Italiano di Tecnologia, Via Morego 30, 16163 Genoa, Italy
| | - Giuseppina La Sala
- Laboratory of Molecular Modeling and Drug Design, Istituto Italiano di Tecnologia, Via Morego 30, 16163 Genoa, Italy
| | - Jacopo Manigrasso
- Laboratory of Molecular Modeling and Drug Design, Istituto Italiano di Tecnologia, Via Morego 30, 16163 Genoa, Italy
| | - Jose M Arencibia
- Laboratory of Molecular Modeling and Drug Design, Istituto Italiano di Tecnologia, Via Morego 30, 16163 Genoa, Italy
| | - Sine Mandrup Bertozzi
- Analytical Chemistry and Translational Pharmacology, Istituto Italiano di Tecnologia, Via Morego 30, 16163 Genoa, Italy
| | - Maria Summa
- Analytical Chemistry and Translational Pharmacology, Istituto Italiano di Tecnologia, Via Morego 30, 16163 Genoa, Italy
| | - Rosalia Bertorelli
- Analytical Chemistry and Translational Pharmacology, Istituto Italiano di Tecnologia, Via Morego 30, 16163 Genoa, Italy
| | - Andrea Armirotti
- Analytical Chemistry and Translational Pharmacology, Istituto Italiano di Tecnologia, Via Morego 30, 16163 Genoa, Italy
| | - Rongsheng Jin
- Department of Physiology and Biophysics, University of California, Irvine, CA 92697, USA
| | - Zheng Liu
- Department of Physiology and Biophysics, University of California, Irvine, CA 92697, USA
| | - Chi-Fen Chen
- Department of Dermatology, University of California, Irvine, CA 92697, USA
| | - Robert Edwards
- Department of Pathology and Lab Medicine, University of California, Irvine, CA 92697, USA
| | - Christopher C W Hughes
- Department of Molecular Biology and Biochemistry, University of California, Irvine, CA 92697, USA
| | - Marco De Vivo
- Laboratory of Molecular Modeling and Drug Design, Istituto Italiano di Tecnologia, Via Morego 30, 16163 Genoa, Italy.
| | - Anand K Ganesan
- Department of Dermatology, University of California, Irvine, CA 92697, USA; Department of Biological Chemistry, University of California, Irvine, CA 92697, USA.
| |
Collapse
|
22
|
Sarkar A, Vidossich P, De Vivo M. Alchemical binding free energy calculations guided design of novel human topoisomerase II inhibitors. Biophys J 2022. [DOI: 10.1016/j.bpj.2021.11.2787] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/02/2022] Open
|
23
|
Manigrasso J, Chillón I, Genna V, Vidossich P, Somarowthu S, Pyle AM, De Vivo M, Marcia M. Author Correction: Visualizing group II intron dynamics between the first and second steps of splicing. Nat Commun 2022; 13:1. [PMID: 34983933 PMCID: PMC8727560 DOI: 10.1038/s41467-021-27699-2] [Citation(s) in RCA: 257] [Impact Index Per Article: 128.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022] Open
Affiliation(s)
- Jacopo Manigrasso
- Laboratory of Molecular Modelling & Drug Discovery, Istituto Italiano di Tecnologia, Via Morego 30, 16163, Genoa, Italy
| | - Isabel Chillón
- European Molecular Biology Laboratory (EMBL) Grenoble, 71 Avenue des Martyrs, Grenoble, 38042, France
| | - Vito Genna
- Department of Structural and Computational Biology, Institute for Research in Biomedicine (IRB), Parc Científic de Barcelona, C/ Baldiri Reixac 10-12, 08028, Barcelona, Spain
| | - Pietro Vidossich
- Laboratory of Molecular Modelling & Drug Discovery, Istituto Italiano di Tecnologia, Via Morego 30, 16163, Genoa, Italy
| | - Srinivas Somarowthu
- Department of Biochemistry & Molecular Biology, Drexel University College of Medicine, Philadelphia, PA, USA
| | - Anna Marie Pyle
- Department of Molecular, Cellular and Developmental Biology, New Haven, CT, 06511, USA.,Department of Chemistry, Yale University, New Haven, CT, 06511, USA.,Howard Hughes Medical Institute, Chevy Chase, MD, 20815, USA
| | - Marco De Vivo
- Laboratory of Molecular Modelling & Drug Discovery, Istituto Italiano di Tecnologia, Via Morego 30, 16163, Genoa, Italy.
| | - Marco Marcia
- European Molecular Biology Laboratory (EMBL) Grenoble, 71 Avenue des Martyrs, Grenoble, 38042, France.
| |
Collapse
|
24
|
Affiliation(s)
- Inacrist Geronimo
- Laboratory of Molecular Modelling & Drug Discovery, Istituto Italiano di Tecnologia, Via Morego 30, Genoa 16163, Italy
| | - Pietro Vidossich
- Laboratory of Molecular Modelling & Drug Discovery, Istituto Italiano di Tecnologia, Via Morego 30, Genoa 16163, Italy
| | - Marco De Vivo
- Laboratory of Molecular Modelling & Drug Discovery, Istituto Italiano di Tecnologia, Via Morego 30, Genoa 16163, Italy
| |
Collapse
|
25
|
|
26
|
Donati E, Vidossich P, De Vivo M. Molecular Mechanism of Phosphate Steering for DNA Binding, Cleavage Localization, and Substrate Release in Nucleases. ACS Catal 2021. [DOI: 10.1021/acscatal.1c03346] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Elisa Donati
- Laboratory of Molecular Modeling and Drug Discovery, Istituto Italiano di Tecnologia, via Morego 30, 16163 Genoa, Italy
| | - Pietro Vidossich
- Laboratory of Molecular Modeling and Drug Discovery, Istituto Italiano di Tecnologia, via Morego 30, 16163 Genoa, Italy
| | - Marco De Vivo
- Laboratory of Molecular Modeling and Drug Discovery, Istituto Italiano di Tecnologia, via Morego 30, 16163 Genoa, Italy
| |
Collapse
|
27
|
Savardi A, Borgogno M, De Vivo M, Cancedda L. Pharmacological tools to target NKCC1 in brain disorders. Trends Pharmacol Sci 2021; 42:1009-1034. [PMID: 34620512 DOI: 10.1016/j.tips.2021.09.005] [Citation(s) in RCA: 26] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2021] [Revised: 08/27/2021] [Accepted: 09/08/2021] [Indexed: 02/06/2023]
Abstract
The chloride importer NKCC1 and the chloride exporter KCC2 are key regulators of neuronal chloride concentration. A defective NKCC1/KCC2 expression ratio is associated with several brain disorders. Preclinical/clinical studies have shown that NKCC1 inhibition by the United States FDA-approved diuretic bumetanide is a potential therapeutic strategy in preclinical/clinical studies of multiple neurological conditions. However, bumetanide has poor brain penetration and causes unwanted diuresis by inhibiting NKCC2 in the kidney. To overcome these issues, a growing number of studies have reported more brain-penetrating and/or selective bumetanide prodrugs, analogs, and new molecular entities. Here, we review the evidence for NKCC1 pharmacological inhibition as an effective strategy to manage neurological disorders. We also discuss the advantages and limitations of bumetanide repurposing and the benefits and risks of new NKCC1 inhibitors as therapeutic agents for brain disorders.
Collapse
Affiliation(s)
- Annalisa Savardi
- Brain Development and Disease Laboratory, Istituto Italiano di Tecnologia, via Morego, 30, 16163 Genoa, Italy; Dulbecco Telethon Institute, 00185 Rome, Italy; Molecular Modeling and Drug Discovery Laboratory, Istituto Italiano di Tecnologia, via Morego, 30, 16163 Genoa, Italy
| | - Marco Borgogno
- Molecular Modeling and Drug Discovery Laboratory, Istituto Italiano di Tecnologia, via Morego, 30, 16163 Genoa, Italy
| | - Marco De Vivo
- Molecular Modeling and Drug Discovery Laboratory, Istituto Italiano di Tecnologia, via Morego, 30, 16163 Genoa, Italy.
| | - Laura Cancedda
- Brain Development and Disease Laboratory, Istituto Italiano di Tecnologia, via Morego, 30, 16163 Genoa, Italy; Dulbecco Telethon Institute, 00185 Rome, Italy.
| |
Collapse
|
28
|
Abstract
Cation-coupled chloride cotransporters (CCCs) modulate the transport of sodium and/or potassium cations coupled with chloride anions across the cell membrane. CCCs thus help regulate intracellular ionic concentration and consequent cell volume homeostasis. This has been largely exploited in the past to develop diuretic drugs that act on CCCs expressed in the kidney. However, a growing wealth of evidence has demonstrated that CCCs are also critically involved in a great variety of other pathologies, motivating most recent drug discovery programs targeting CCCs. Here, we examine the structure–function relationship of CCCs. By linking recent high-resolution cryogenic electron microscopy (cryo-EM) data with older biochemical/functional studies on CCCs, we discuss the mechanistic insights and opportunities to design selective CCC modulators to treat diverse pathologies. The structural topology and function of all cation-coupled chloride cotransporters (CCCs) have been continuously investigated over the past 40 years, with great progress also thanks to the recent cryogenic electron microscopy (cryo-EM) resolution of the structures of five CCCs. In particular, such studies have clarified the structure–function relationship for the Na-K-Cl cotransporter NKCC1 and K-Cl cotransporters KCC1–4. The constantly growing evidence of the crucial involvement of CCCs in physiological and various pathological conditions, as well as the evidence of their wide expression in diverse body tissues, has promoted CCCs as targets for the discovery and development of new, safer, and more selective/effective drugs for a plethora of pathologies. Post-translational modification anchor points on the structure of CCCs may offer alternative strategies for small molecule drug discovery.
Collapse
Affiliation(s)
- Corinne Portioli
- Brain Development and Disease Laboratory, Istituto Italiano di Tecnologia (IIT), Via Morego 30, 16163 Genoa, Italy.,Laboratory of Molecular Modeling and Drug Discovery, IIT, Via Morego, 30 16163 Genoa, Italy
| | | | - Marco De Vivo
- Laboratory of Molecular Modeling and Drug Discovery, IIT, Via Morego, 30 16163 Genoa, Italy
| | - Laura Cancedda
- Brain Development and Disease Laboratory, Istituto Italiano di Tecnologia (IIT), Via Morego 30, 16163 Genoa, Italy.,Dulbecco Telethon Institute, Via Varese 16b, 00185 Rome, Italy
| |
Collapse
|
29
|
Abstract
Recent in crystallo reaction intermediates have detailed how nucleic acid hydrolysis occurs in the RNA ribonuclease H1 (RNase H1), a fundamental metalloenzyme involved in maintaining the human genome. At odds with the previous characterization, these in crystallo structures unexpectedly captured multiple metal ions (K+ and Mg2+) transiently bound in the vicinity of the two-metal-ion active site. Using multi-microsecond all-atom molecular dynamics and free-energy simulations, we investigated the functional implications of the dynamic exchange of multiple K+ and Mg2+ ions at the RNase H1 reaction center. We found that such ions are timely positioned at non-overlapping locations near the active site, at different stages of catalysis, being crucial for both reactants' alignment and leaving group departure. We also found that this cation trafficking is tightly regulated by variations of the solution's ionic strength and is aided by two conserved second-shell residues, E188 and K196, suggesting a mechanism for the cations' recruitment during catalysis. These results indicate that controlled trafficking of multi-cation dynamics, opportunely prompted by second-shell residues, is functionally essential to the complex enzymatic machinery of the RNase H1. These findings revise the current knowledge on the RNase H1 catalysis and open new catalytic possibilities for other similar metalloenzymes including, but not limited to, CRISPR-Cas9, group II intron ribozyme and the human spliceosome.
Collapse
Affiliation(s)
- Jacopo Manigrasso
- Laboratory of Molecular Modelling & Drug Discovery, Istituto Italiano di Tecnologia, Genoa, 16163, Italy.,Department of Bioengineering, University of California Riverside, Riverside, CA 52512, United States
| | - Marco De Vivo
- Laboratory of Molecular Modelling & Drug Discovery, Istituto Italiano di Tecnologia, Genoa, 16163, Italy
| | - Giulia Palermo
- Department of Bioengineering, University of California Riverside, Riverside, CA 52512, United States.,Department of Chemistry, University of California Riverside, Riverside, CA 52512, United States
| |
Collapse
|
30
|
Pecina A, Rosa-Gastaldo D, Riccardi L, Franco-Ulloa S, Milan E, Scrimin P, Mancin F, De Vivo M. On the Metal-Aided Catalytic Mechanism for Phosphodiester Bond Cleavage Performed by Nanozymes. ACS Catal 2021; 11:8736-8748. [PMID: 34476110 PMCID: PMC8397296 DOI: 10.1021/acscatal.1c01215] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2021] [Revised: 06/03/2021] [Indexed: 12/20/2022]
Abstract
![]()
Recent studies have
shown that gold nanoparticles (AuNPs) functionalized
with Zn(II) complexes can cleave phosphate esters and nucleic acids.
Remarkably, such synthetic nanonucleases appear to catalyze metal
(Zn)-aided hydrolytic reactions of nucleic acids similar to metallonuclease
enzymes. To clarify the reaction mechanism of these nanocatalysts,
here we have comparatively analyzed two nanonucleases with a >10-fold
difference in the catalytic efficiency for the hydrolysis of the 2-hydroxypropyl-4-nitrophenylphosphate
(HPNP, a typical RNA model substrate). We have used microsecond-long
atomistic simulations, integrated with NMR experiments, to investigate
the structure and dynamics of the outer coating monolayer of these
nanoparticles, either alone or in complex with HPNP, in solution.
We show that the most efficient one is characterized by coating ligands
that promote a well-organized monolayer structure, with the formation
of solvated bimetallic catalytic sites. Importantly, we have found
that these nanoparticles can mimic two-metal-ion enzymes for nucleic
acid processing, with Zn ions that promote HPNP binding at the reaction
center. Thus, the two-metal-ion-aided hydrolytic strategy of such
nanonucleases helps in explaining their catalytic efficiency for substrate
hydrolysis, in accordance with the experimental evidence. These mechanistic
insights reinforce the parallelism between such functionalized AuNPs
and proteins toward the rational design of more efficient catalysts.
Collapse
Affiliation(s)
- Adam Pecina
- Laboratory of Molecular Modeling and Drug Discovery, Istituto Italiano di Tecnologia, Via Morego 30, 16163 Genoa, Italy
| | - Daniele Rosa-Gastaldo
- Dipartimento di Scienze Chimiche, Università di Padova, Via Marzolo 1, 35131 Padova, Italy
| | - Laura Riccardi
- Laboratory of Molecular Modeling and Drug Discovery, Istituto Italiano di Tecnologia, Via Morego 30, 16163 Genoa, Italy
| | - Sebastian Franco-Ulloa
- Laboratory of Molecular Modeling and Drug Discovery, Istituto Italiano di Tecnologia, Via Morego 30, 16163 Genoa, Italy
| | - Emil Milan
- Dipartimento di Scienze Chimiche, Università di Padova, Via Marzolo 1, 35131 Padova, Italy
| | - Paolo Scrimin
- Dipartimento di Scienze Chimiche, Università di Padova, Via Marzolo 1, 35131 Padova, Italy
| | - Fabrizio Mancin
- Dipartimento di Scienze Chimiche, Università di Padova, Via Marzolo 1, 35131 Padova, Italy
| | - Marco De Vivo
- Laboratory of Molecular Modeling and Drug Discovery, Istituto Italiano di Tecnologia, Via Morego 30, 16163 Genoa, Italy
| |
Collapse
|
31
|
Franco-Ulloa S, Guarnieri D, Riccardi L, Pompa PP, De Vivo M. Association Mechanism of Peptide-Coated Metal Nanoparticles with Model Membranes: A Coarse-Grained Study. J Chem Theory Comput 2021; 17:4512-4523. [PMID: 34077229 PMCID: PMC8280734 DOI: 10.1021/acs.jctc.1c00127] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2021] [Indexed: 11/28/2022]
Abstract
Functionalized metal nanoparticles (NPs) hold great promise as innovative tools in nanomedicine. However, one of the main challenges is how to optimize their association with the cell membrane, which is critical for their effective delivery. Recent findings show high cellular uptake rates for NPs coated with the polycationic cell-penetrating peptide gH625-644 (gH), although the underlying internalization mechanism is poorly understood. Here, we use extended coarse-grained simulations and free energy calculations to study systems that simultaneously include metal NPs, peptides, lipids, and sterols. In particular, we investigate the first encounter between multicomponent model membranes and 2.5 nm metal NPs coated with gH (gHNPs), based on the evidence from scanning transmission electron microscopy. By comparing multiple membrane and (membranotropic) NP models, we found that gHNP internalization occurs by forming an intermediate state characterized by specific stabilizing interactions formed by peptide-coated nanoparticles with multicomponent model membranes. This association mechanism is mainly characterized by interactions of gH with the extracellular solvent and the polar membrane surface. At the same time, the NP core interacts with the transmembrane (cholesterol-rich) fatty phase.
Collapse
Affiliation(s)
- Sebastian Franco-Ulloa
- Molecular
Modeling and Drug Discovery Lab, Istituto
Italiano di Tecnologia, Via Morego 30, 16163 Genova, Italy
| | - Daniela Guarnieri
- Dipartimento
di Chimica e Biologia “A. Zambelli”, Università degli Studi di Salerno, Via Giovanni Paolo II, 132, Fisciano, l-84084 Salerno, Italy
| | - Laura Riccardi
- Molecular
Modeling and Drug Discovery Lab, Istituto
Italiano di Tecnologia, Via Morego 30, 16163 Genova, Italy
| | - Pier Paolo Pompa
- Nanobiointeractions
& Nanodiagnostics, Istituto Italiano
di Tecnologia, Via Morego
30, 16163 Genova, Italy
| | - Marco De Vivo
- Molecular
Modeling and Drug Discovery Lab, Istituto
Italiano di Tecnologia, Via Morego 30, 16163 Genova, Italy
| |
Collapse
|
32
|
Morillas-Becerril L, Franco-Ulloa S, Fortunati I, Marotta R, Sun X, Zanoni G, De Vivo M, Mancin F. Specific and nondisruptive interaction of guanidium-functionalized gold nanoparticles with neutral phospholipid bilayers. Commun Chem 2021; 4:93. [PMID: 36697571 PMCID: PMC9814519 DOI: 10.1038/s42004-021-00526-x] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2020] [Accepted: 05/05/2021] [Indexed: 01/28/2023] Open
Abstract
Understanding and controlling the interaction between nanoparticles and biological entities is fundamental to the development of nanomedicine applications. In particular, the possibility to realize nanoparticles capable of directly targeting neutral lipid membranes would be advantageous to numerous applications aiming at delivering nanoparticles and their cargos into cells and biological vesicles. Here, we use experimental and computational methodologies to analyze the interaction between liposomes and gold nanoparticles (AuNPs) featuring cationic headgroups in their protecting monolayer. We find that in contrast to nanoparticles decorated with other positively charged headgroups, guanidinium-coated AuNPs can bind to neutral phosphatidylcholine liposomes, inducing nondisruptive membrane permeabilization. Atomistic molecular simulations reveal that this ability is due to the multivalent H-bonding interaction between the phosphate residues of the liposome's phospholipids and the guanidinium groups. Our results demonstrate that the peculiar properties of arginine magic, an effect responsible for the membranotropic properties of some naturally occurring peptides, are also displayed by guanidinium-bearing functionalized AuNPs.
Collapse
Affiliation(s)
- Lucía Morillas-Becerril
- grid.5608.b0000 0004 1757 3470Dipartimento di Scienze Chimiche, Università di Padova, via Marzolo 1, Padova, Italy
| | - Sebastian Franco-Ulloa
- grid.25786.3e0000 0004 1764 2907Laboratory of Molecular Modeling and Drug Discovery, Istituto Italiano di Tecnologia, Via Morego 30, Genoa, Italy ,Present Address: Expert Analytics. Møllergata 8, Oslo, Norway
| | - Ilaria Fortunati
- grid.5608.b0000 0004 1757 3470Dipartimento di Scienze Chimiche, Università di Padova, via Marzolo 1, Padova, Italy
| | - Roberto Marotta
- grid.25786.3e0000 0004 1764 2907Electron Microscopy Facility (EMF), Istituto Italiano di Tecnologia, Via Morego 30, Genoa, Italy
| | - Xiaohuan Sun
- grid.268415.cSchool of Chemistry and Chemical Engineering, Yangzhou University, Yangzhou, Jiangsu People’s Republic of China
| | - Giordano Zanoni
- grid.5608.b0000 0004 1757 3470Dipartimento di Scienze Chimiche, Università di Padova, via Marzolo 1, Padova, Italy
| | - Marco De Vivo
- grid.25786.3e0000 0004 1764 2907Laboratory of Molecular Modeling and Drug Discovery, Istituto Italiano di Tecnologia, Via Morego 30, Genoa, Italy
| | - Fabrizio Mancin
- grid.5608.b0000 0004 1757 3470Dipartimento di Scienze Chimiche, Università di Padova, via Marzolo 1, Padova, Italy
| |
Collapse
|
33
|
Borgogno M, Savardi A, Manigrasso J, Turci A, Portioli C, Ottonello G, Bertozzi SM, Armirotti A, Contestabile A, Cancedda L, De Vivo M. Design, Synthesis, In Vitro and In Vivo Characterization of Selective NKCC1 Inhibitors for the Treatment of Core Symptoms in Down Syndrome. J Med Chem 2021; 64:10203-10229. [PMID: 34137257 PMCID: PMC8311653 DOI: 10.1021/acs.jmedchem.1c00603] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Intracellular chloride concentration [Cl-]i is defective in several neurological disorders. In neurons, [Cl-]i is mainly regulated by the action of the Na+-K+-Cl- importer NKCC1 and the K+-Cl- exporter KCC2. Recently, we have reported the discovery of ARN23746 as the lead candidate of a novel class of selective inhibitors of NKCC1. Importantly, ARN23746 is able to rescue core symptoms of Down syndrome (DS) and autism in mouse models. Here, we describe the discovery and extensive characterization of this chemical class of selective NKCC1 inhibitors, with focus on ARN23746 and other promising derivatives. In particular, we present compound 40 (ARN24092) as a backup/follow-up lead with in vivo efficacy in a mouse model of DS. These results further strengthen the potential of this new class of compounds for the treatment of core symptoms of brain disorders characterized by the defective NKCC1/KCC2 expression ratio.
Collapse
Affiliation(s)
- Marco Borgogno
- Molecular Modeling and Drug Discovery Laboratory, Istituto Italiano di Tecnologia, via Morego, 30, 16163 Genoa, Italy
| | - Annalisa Savardi
- Brain Development and Disease Laboratory, Istituto Italiano di Tecnologia, via Morego, 30, 16163 Genoa, Italy.,Dulbecco Telethon Institute, 38123 Rome, Italy
| | - Jacopo Manigrasso
- Molecular Modeling and Drug Discovery Laboratory, Istituto Italiano di Tecnologia, via Morego, 30, 16163 Genoa, Italy
| | - Alessandra Turci
- Brain Development and Disease Laboratory, Istituto Italiano di Tecnologia, via Morego, 30, 16163 Genoa, Italy.,Università degli Studi di Genova, via Balbi, 5, 16126 Genoa, Italy
| | - Corinne Portioli
- Molecular Modeling and Drug Discovery Laboratory, Istituto Italiano di Tecnologia, via Morego, 30, 16163 Genoa, Italy.,Brain Development and Disease Laboratory, Istituto Italiano di Tecnologia, via Morego, 30, 16163 Genoa, Italy
| | - Giuliana Ottonello
- Analytical Chemistry Facility, Istituto Italiano di Tecnologia, via Morego, 30, 16163 Genoa, Italy
| | - Sine Mandrup Bertozzi
- Analytical Chemistry Facility, Istituto Italiano di Tecnologia, via Morego, 30, 16163 Genoa, Italy
| | - Andrea Armirotti
- Analytical Chemistry Facility, Istituto Italiano di Tecnologia, via Morego, 30, 16163 Genoa, Italy
| | - Andrea Contestabile
- Brain Development and Disease Laboratory, Istituto Italiano di Tecnologia, via Morego, 30, 16163 Genoa, Italy
| | - Laura Cancedda
- Brain Development and Disease Laboratory, Istituto Italiano di Tecnologia, via Morego, 30, 16163 Genoa, Italy.,Dulbecco Telethon Institute, 38123 Rome, Italy
| | - Marco De Vivo
- Molecular Modeling and Drug Discovery Laboratory, Istituto Italiano di Tecnologia, via Morego, 30, 16163 Genoa, Italy
| |
Collapse
|
34
|
Riccardi L, Decherchi S, Rocchia W, Zanoni G, Cavalli A, Mancin F, De Vivo M. Molecular Recognition by Gold Nanoparticle-Based Receptors as Defined through Surface Morphology and Pockets Fingerprint. J Phys Chem Lett 2021; 12:5616-5622. [PMID: 34110174 PMCID: PMC8280747 DOI: 10.1021/acs.jpclett.1c01365] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2021] [Accepted: 05/29/2021] [Indexed: 06/12/2023]
Abstract
Ligand shell-protected gold nanoparticles can form nanoreceptors that recognize and bind to specific molecules in solution, with numerous potential innovative applications in science and industry. At this stage, the challenge is to rationally design such nanoreceptors to optimize their performance and boost their further development. Toward this aim, we have developed a new computational tool, Nanotron. This allows the analysis of molecular dynamics simulations of ligand shell-protected nanoparticles to define their exact surface morphology and pocket fingerprints of binding cavities in the coating monolayer. Importantly, from dissecting the well-characterized pairing formed by the guest salicylate molecule and specific host nanoreceptors, our work reveals that guest binding at such nanoreceptors occurs via preformed deep pockets in the host. Upon the interaction with the guest, such pockets undergo an induced-fit-like structural optimization for best host-guest fitting. Our findings and methodological advancement will accelerate the rational design of new-generation nanoreceptors.
Collapse
Affiliation(s)
- Laura Riccardi
- Laboratory
of Molecular Modeling & Drug Discovery, Fondazione Istituto Italiano di Tecnologia, Via Morego 30, 16163 Genova, Italy
| | - Sergio Decherchi
- Computational
and Chemical Biology, Fondazione Istituto
Italiano di Tecnologia, Via Morego 30, 16163 Genova, Italy
- BiKi
Technologies s.r.l., Via XX Settembre 33/10, 1621 Genova, Italy
| | - Walter Rocchia
- BiKi
Technologies s.r.l., Via XX Settembre 33/10, 1621 Genova, Italy
- CONCEPT
Lab, Fondazione Istituto Italiano di Tecnologia, Via Morego 30, 16163 Genova, Italy
| | - Giordano Zanoni
- Dipartimento
di Scienze Chimiche, Università di
Padova, Via Marzolo 1, 35131 Padova, Italy
| | - Andrea Cavalli
- Computational
and Chemical Biology, Fondazione Istituto
Italiano di Tecnologia, Via Morego 30, 16163 Genova, Italy
- BiKi
Technologies s.r.l., Via XX Settembre 33/10, 1621 Genova, Italy
| | - Fabrizio Mancin
- Dipartimento
di Scienze Chimiche, Università di
Padova, Via Marzolo 1, 35131 Padova, Italy
| | - Marco De Vivo
- Laboratory
of Molecular Modeling & Drug Discovery, Fondazione Istituto Italiano di Tecnologia, Via Morego 30, 16163 Genova, Italy
| |
Collapse
|
35
|
Marcia M, Manigrasso J, De Vivo M. Finding the Ion in the RNA-Stack: Can Computational Models Accurately Predict Key Functional Elements in Large Macromolecular Complexes? J Chem Inf Model 2021; 61:2511-2515. [PMID: 34133879 PMCID: PMC8278382 DOI: 10.1021/acs.jcim.1c00572] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
This viewpoint discusses the predictive power and impact of computational analyses and simulations to gain prospective, experimentally supported mechanistic insights into complex biological systems. Remarkably, two newly resolved cryoEM structures have confirmed the previous, and independent, prediction of the precise localization and dynamics of key catalytic ions in megadalton-large spliceosomal complexes. This outstanding outcome endorses a prominent synergy of computational and experimental methods in the prospective exploration of such large multicomponent biosystems.
Collapse
Affiliation(s)
- Marco Marcia
- European Molecular Biology Laboratory (EMBL) Grenoble, 71 Avenue des Martyrs, Grenoble 38042, France
| | - Jacopo Manigrasso
- Laboratory of Molecular Modelling & Drug Discovery, Istituto Italiano di Tecnologia, Via Morego 30, 16163 Genoa, Italy
| | - Marco De Vivo
- Laboratory of Molecular Modelling & Drug Discovery, Istituto Italiano di Tecnologia, Via Morego 30, 16163 Genoa, Italy
| |
Collapse
|
36
|
Prejanò M, Vidossich P, Russo N, De Vivo M, Marino T. Insights into the Catalytic Mechanism of Domains CD1 and CD2 in Histone Deacetylase 6 from Quantum Calculations. ACS Catal 2021. [DOI: 10.1021/acscatal.0c04729] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Affiliation(s)
- Mario Prejanò
- Dipartimento di Chimica e Tecnologie Chimiche, Università della Calabria, Via Ponte Pietro Bucci, 87036 Arcavacata di Rende, Cosenza, Italy
| | - Pietro Vidossich
- Laboratory of Molecular Modeling and Drug Discovery, Istituto Italiano di Tecnologia, Via Morego 30, 16163 Genova, Italy
| | - Nino Russo
- Dipartimento di Chimica e Tecnologie Chimiche, Università della Calabria, Via Ponte Pietro Bucci, 87036 Arcavacata di Rende, Cosenza, Italy
| | - Marco De Vivo
- Laboratory of Molecular Modeling and Drug Discovery, Istituto Italiano di Tecnologia, Via Morego 30, 16163 Genova, Italy
| | - Tiziana Marino
- Dipartimento di Chimica e Tecnologie Chimiche, Università della Calabria, Via Ponte Pietro Bucci, 87036 Arcavacata di Rende, Cosenza, Italy
| |
Collapse
|
37
|
Czescik J, Zamolo S, Darbre T, Rigo. R, Sissi C, Pecina A, Riccardi L, De Vivo M, Mancin F, Scrimin P. A Gold Nanoparticle Nanonuclease Relying on a Zn(II) Mononuclear Complex. Angew Chem Int Ed Engl 2021; 60:1423-1432. [PMID: 32985766 PMCID: PMC7839518 DOI: 10.1002/anie.202012513] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2020] [Indexed: 12/18/2022]
Abstract
Similarly to enzymes, functionalized gold nanoparticles efficiently catalyze chemical reactions, hence the term nanozymes. Herein, we present our results showing how surface-passivated gold nanoparticles behave as synthetic nanonucleases, able to cleave pBR322 plasmid DNA with the highest efficiency reported so far for catalysts based on a single metal ion mechanism. Experimental and computational data indicate that we have been successful in creating a catalytic site precisely mimicking that suggested for natural metallonucleases relying on a single metal ion for their activity. It comprises one Zn(II) ion to which a phosphate diester of DNA is coordinated. Importantly, as in nucleic acids-processing enzymes, a positively charged arginine plays a key role by assisting with transition state stabilization and by reducing the pKa of the nucleophilic alcohol of a serine. Our results also show how designing a catalyst for a model substrate (bis-p-nitrophenylphosphate) may provide wrong indications as for its efficiency when it is tested against the real target (plasmid DNA).
Collapse
Affiliation(s)
- Joanna Czescik
- Department of Chemical SciencesUniversity of Padovavia Marzolo, 135131PadovaItaly
- Current address: School of Life and Health SciencesAston UniversityB4 7ETBirminghamUK
| | - Susanna Zamolo
- Department of Chemistry and BiochemistryUniversity of BernFreiestrasse 3CH-3012BernSwitzerland
| | - Tamis Darbre
- Department of Chemistry and BiochemistryUniversity of BernFreiestrasse 3CH-3012BernSwitzerland
| | - Riccardo Rigo.
- Department of Pharmaceutical and Pharmacological SciencesUniversity of Padovavia Marzolo 535131PadovaItaly
| | - Claudia Sissi
- Department of Pharmaceutical and Pharmacological SciencesUniversity of Padovavia Marzolo 535131PadovaItaly
| | - Adam Pecina
- Laboratory of Molecular Modeling & Drug DiscoveryIstituto Italiano di Tecnologia (IIT)Via Morego 3016163GenovaItaly
| | - Laura Riccardi
- Laboratory of Molecular Modeling & Drug DiscoveryIstituto Italiano di Tecnologia (IIT)Via Morego 3016163GenovaItaly
| | - Marco De Vivo
- Laboratory of Molecular Modeling & Drug DiscoveryIstituto Italiano di Tecnologia (IIT)Via Morego 3016163GenovaItaly
| | - Fabrizio Mancin
- Department of Chemical SciencesUniversity of Padovavia Marzolo, 135131PadovaItaly
| | - Paolo Scrimin
- Department of Chemical SciencesUniversity of Padovavia Marzolo, 135131PadovaItaly
| |
Collapse
|
38
|
Czescik J, Zamolo S, Darbre T, Rigo. R, Sissi C, Pecina A, Riccardi L, De Vivo M, Mancin F, Scrimin P. A Gold Nanoparticle Nanonuclease Relying on a Zn(II) Mononuclear Complex. Angew Chem Int Ed Engl 2021. [DOI: 10.1002/ange.202012513] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Affiliation(s)
- Joanna Czescik
- Department of Chemical Sciences University of Padova via Marzolo, 1 35131 Padova Italy
- Current address: School of Life and Health Sciences Aston University B4 7ET Birmingham UK
| | - Susanna Zamolo
- Department of Chemistry and Biochemistry University of Bern Freiestrasse 3 CH-3012 Bern Switzerland
| | - Tamis Darbre
- Department of Chemistry and Biochemistry University of Bern Freiestrasse 3 CH-3012 Bern Switzerland
| | - Riccardo Rigo.
- Department of Pharmaceutical and Pharmacological Sciences University of Padova via Marzolo 5 35131 Padova Italy
| | - Claudia Sissi
- Department of Pharmaceutical and Pharmacological Sciences University of Padova via Marzolo 5 35131 Padova Italy
| | - Adam Pecina
- Laboratory of Molecular Modeling & Drug Discovery Istituto Italiano di Tecnologia (IIT) Via Morego 30 16163 Genova Italy
| | - Laura Riccardi
- Laboratory of Molecular Modeling & Drug Discovery Istituto Italiano di Tecnologia (IIT) Via Morego 30 16163 Genova Italy
| | - Marco De Vivo
- Laboratory of Molecular Modeling & Drug Discovery Istituto Italiano di Tecnologia (IIT) Via Morego 30 16163 Genova Italy
| | - Fabrizio Mancin
- Department of Chemical Sciences University of Padova via Marzolo, 1 35131 Padova Italy
| | - Paolo Scrimin
- Department of Chemical Sciences University of Padova via Marzolo, 1 35131 Padova Italy
| |
Collapse
|
39
|
Vidossich P, Castañeda Moreno LE, Mota C, de Sanctis D, Miscione GP, De Vivo M. Functional Implications of Second-Shell Basic Residues for dUTPase DR2231 Enzymatic Specificity. ACS Catal 2020. [DOI: 10.1021/acscatal.0c04148] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Pietro Vidossich
- COBO Computational Bio-Organic Chemistry Bogotá, Chemistry Department, Universidad de Los Andes, Cra 1 No 18A-12, 111711 Bogotá, Colombia
- Molecular Modeling and Drug Discovery Lab, Istituto Italiano di Tecnologia, Via Morego 30, 16163 Genova, Italy
| | - Luis Eduardo Castañeda Moreno
- COBO Computational Bio-Organic Chemistry Bogotá, Chemistry Department, Universidad de Los Andes, Cra 1 No 18A-12, 111711 Bogotá, Colombia
| | - Cristiano Mota
- ESRF The European Synchrotron, 71 Avenue des Martyrs, 38042 Grenoble Cedex 9, France
| | - Daniele de Sanctis
- ESRF The European Synchrotron, 71 Avenue des Martyrs, 38042 Grenoble Cedex 9, France
| | - Gian Pietro Miscione
- COBO Computational Bio-Organic Chemistry Bogotá, Chemistry Department, Universidad de Los Andes, Cra 1 No 18A-12, 111711 Bogotá, Colombia
| | - Marco De Vivo
- Molecular Modeling and Drug Discovery Lab, Istituto Italiano di Tecnologia, Via Morego 30, 16163 Genova, Italy
| |
Collapse
|
40
|
Franco-Ulloa S, Tatulli G, Bore SL, Moglianetti M, Pompa PP, Cascella M, De Vivo M. Dispersion state phase diagram of citrate-coated metallic nanoparticles in saline solutions. Nat Commun 2020; 11:5422. [PMID: 33110063 PMCID: PMC7591489 DOI: 10.1038/s41467-020-19164-3] [Citation(s) in RCA: 27] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2020] [Accepted: 09/30/2020] [Indexed: 01/05/2023] Open
Abstract
The fundamental interactions underlying citrate-mediated chemical stability of metal nanoparticles, and their surface characteristics dictating particle dispersion/aggregation in aqueous solutions, are largely unclear. Here, we developed a theoretical model to estimate the stoichiometry of small, charged ligands (like citrate) chemisorbed onto spherical metallic nanoparticles and coupled it with atomistic molecular dynamics simulations to define the uncovered solvent-accessible surface area of the nanoparticle. Then, we integrated coarse-grained molecular dynamics simulations and two-body free energy calculations to define dispersion state phase diagrams for charged metal nanoparticles in a range of medium’s ionic strength, a known trigger for aggregation. Ultraviolet-visible spectroscopy experiments of citrate-capped nanocolloids validated our predictions and extended our results to nanoparticles up to 35 nm. Altogether, our results disclose a complex interplay between the particle size, its surface charge density, and the ionic strength of the medium, which ultimately clarifies how these variables impact colloidal stability. Citrate-stabilized metallic colloids are key materials towards chemosensing and catalysis applications. Here the authors introduce a new theoretical model to estimate how the stoichiometry of citrate molecules absorbed onto spherical metallic nanoparticles influences their aggregation phenomena.
Collapse
Affiliation(s)
- Sebastian Franco-Ulloa
- Molecular Modeling and Drug Discovery Lab, Istituto Italiano di Tecnologia, via Morego 30, 16163, Genoa, Italy
| | - Giuseppina Tatulli
- Nanobiointeractions & Nanodiagnostics, Istituto Italiano di Tecnologia, via Morego 30, 16163, Genoa, Italy
| | - Sigbjørn Løland Bore
- Department of Chemistry and Hylleraas Centre for Quantum Molecular Sciences, University of Oslo, P.O. Box 1033 Blindern, 0315, Oslo, Norway
| | - Mauro Moglianetti
- Nanobiointeractions & Nanodiagnostics, Istituto Italiano di Tecnologia, via Morego 30, 16163, Genoa, Italy
| | - Pier Paolo Pompa
- Nanobiointeractions & Nanodiagnostics, Istituto Italiano di Tecnologia, via Morego 30, 16163, Genoa, Italy.
| | - Michele Cascella
- Department of Chemistry and Hylleraas Centre for Quantum Molecular Sciences, University of Oslo, P.O. Box 1033 Blindern, 0315, Oslo, Norway.
| | - Marco De Vivo
- Molecular Modeling and Drug Discovery Lab, Istituto Italiano di Tecnologia, via Morego 30, 16163, Genoa, Italy.
| |
Collapse
|
41
|
Franco-Ulloa S, Tatulli G, Bore SL, Moglianetti M, Pompa PP, Cascella M, De Vivo M. Dispersion state phase diagram of citrate-coated metallic nanoparticles in saline solutions. Nat Commun 2020. [DOI: 10.2149/tmh1973.23.227] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022] Open
Abstract
AbstractThe fundamental interactions underlying citrate-mediated chemical stability of metal nanoparticles, and their surface characteristics dictating particle dispersion/aggregation in aqueous solutions, are largely unclear. Here, we developed a theoretical model to estimate the stoichiometry of small, charged ligands (like citrate) chemisorbed onto spherical metallic nanoparticles and coupled it with atomistic molecular dynamics simulations to define the uncovered solvent-accessible surface area of the nanoparticle. Then, we integrated coarse-grained molecular dynamics simulations and two-body free energy calculations to define dispersion state phase diagrams for charged metal nanoparticles in a range of medium’s ionic strength, a known trigger for aggregation. Ultraviolet-visible spectroscopy experiments of citrate-capped nanocolloids validated our predictions and extended our results to nanoparticles up to 35 nm. Altogether, our results disclose a complex interplay between the particle size, its surface charge density, and the ionic strength of the medium, which ultimately clarifies how these variables impact colloidal stability.
Collapse
|
42
|
Ortega JA, Arencibia JM, Minniti E, Byl JAW, Franco-Ulloa S, Borgogno M, Genna V, Summa M, Bertozzi SM, Bertorelli R, Armirotti A, Minarini A, Sissi C, Osheroff N, De Vivo M. Novel, Potent, and Druglike Tetrahydroquinazoline Inhibitor That Is Highly Selective for Human Topoisomerase II α over β. J Med Chem 2020; 63:12873-12886. [PMID: 33079544 PMCID: PMC7668297 DOI: 10.1021/acs.jmedchem.0c00774] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
![]()
We disclose a novel
class of 6-amino-tetrahydroquinazoline derivatives
that inhibit human topoisomerase II (topoII), a validated target of
anticancer drugs. In contrast to topoII-targeted drugs currently in
clinical use, these compounds do not act as topoII poisons that enhance
enzyme-mediated DNA cleavage, a mechanism that is linked to the development
of secondary leukemias. Instead, these tetrahydroquinazolines block
the topoII function with no evidence of DNA intercalation. We identified
a potent lead compound [compound 14 (ARN-21934) IC50 = 2 μM for inhibition of DNA relaxation, as compared
to an IC50 = 120 μM for the anticancer drug etoposide]
with excellent metabolic stability and solubility. This new compound
also shows ~100-fold selectivity for topoIIα over topoβ,
a broad antiproliferative activity toward cultured human cancer cells,
a favorable in vivo pharmacokinetic profile, and the ability to penetrate
the blood–brain barrier. Thus, ARN-21934 is a highly promising
lead for the development of novel and potentially safer topoII-targeted
anticancer drugs.
Collapse
Affiliation(s)
- Jose Antonio Ortega
- Laboratory of Molecular Modeling and Drug Discovery, Istituto Italiano di Tecnologia, Via Morego 30, 16163 Genoa, Italy
| | - Jose M Arencibia
- Laboratory of Molecular Modeling and Drug Discovery, Istituto Italiano di Tecnologia, Via Morego 30, 16163 Genoa, Italy
| | - Elirosa Minniti
- Laboratory of Molecular Modeling and Drug Discovery, Istituto Italiano di Tecnologia, Via Morego 30, 16163 Genoa, Italy.,Department of Pharmacy and Biotechnology, Alma Mater Studiorum-University of Bologna, Via Belmeloro 6, 40126 Bologna, Italy
| | - Jo Ann W Byl
- Department of Biochemistry, Vanderbilt University School of Medicine, Nashville, Tennessee 37232-0146, United States
| | - Sebastian Franco-Ulloa
- Laboratory of Molecular Modeling and Drug Discovery, Istituto Italiano di Tecnologia, Via Morego 30, 16163 Genoa, Italy
| | - Marco Borgogno
- Laboratory of Molecular Modeling and Drug Discovery, Istituto Italiano di Tecnologia, Via Morego 30, 16163 Genoa, Italy
| | - Vito Genna
- Laboratory of Molecular Modeling and Drug Discovery, Istituto Italiano di Tecnologia, Via Morego 30, 16163 Genoa, Italy
| | - Maria Summa
- Analytical Chemistry & Translational Pharmacology, Istituto Italiano di Tecnologia, Via Morego 30, 16163 Genoa, Italy
| | - Sine Mandrup Bertozzi
- Analytical Chemistry & Translational Pharmacology, Istituto Italiano di Tecnologia, Via Morego 30, 16163 Genoa, Italy
| | - Rosalia Bertorelli
- Analytical Chemistry & Translational Pharmacology, Istituto Italiano di Tecnologia, Via Morego 30, 16163 Genoa, Italy
| | - Andrea Armirotti
- Analytical Chemistry & Translational Pharmacology, Istituto Italiano di Tecnologia, Via Morego 30, 16163 Genoa, Italy
| | - Anna Minarini
- Department of Pharmacy and Biotechnology, Alma Mater Studiorum-University of Bologna, Via Belmeloro 6, 40126 Bologna, Italy
| | - Claudia Sissi
- Department of Pharmaceutical and Pharmacological Sciences, University of Padova, Via Marzolo 5, 35131 Padova, Italy
| | - Neil Osheroff
- Department of Biochemistry, Vanderbilt University School of Medicine, Nashville, Tennessee 37232-0146, United States.,Department of Medicine (Hematology/Oncology), Vanderbilt University School of Medicine, Nashville, Tennessee 37232-6307, United States.,VA Tennessee Valley Healthcare System, Nashville, Tennessee 37212, United States
| | - Marco De Vivo
- Laboratory of Molecular Modeling and Drug Discovery, Istituto Italiano di Tecnologia, Via Morego 30, 16163 Genoa, Italy
| |
Collapse
|
43
|
Flesher JL, Jahid S, Ortega JA, La Sala G, Brindani N, Arencibia JM, Manigrasso J, Hachey S, Chen CF, Hughes C, De Vivo M, Ganesan AK. Abstract 5324: Structure-based design of CDC42/RHOJ effector inhibitors for the treatment of cancer. Cancer Res 2020. [DOI: 10.1158/1538-7445.am2020-5324] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
The CDC42 family of GTPases (RHOJ, RHOQ, CDC42) control both the ability of tumor cells to invade surrounding tissues and the ability of endothelial cells to vascularize tumors. While recent studies have developed small molecules that target RAS GTPases, little progress has been made in targeting the related CDC42 family of GTPases for cancer treatment. Here, we use computer-aided drug design to identify a novel class of inhibitors that act on an allosteric pocket in the active form of the CDC42 GTPase, RHOJ. These allosteric inhibitors prevent RHOJ and CDC42 from binding to their downstream effector PAK, while having no effect on the interactions between the closely related GTPase RAC1 and PAK or RAS and its downstream effector RAF. Our lead compound ARN22089 has a druglike profile and can block both tumor growth and tumor angiogenesis in a three-dimensional vascularized microtumor (VMT) model, indicating that ARN22089 blocks RHOJ/CDC42 signaling in both the tumor cell and the tumor endothelium. Short term treatment of nascent melanoma tumors with ARN22089 halted the growth of BRAF mutant autochthonous mouse melanoma tumors, slowed the growth of melanoma patient-derived xenografts, and induced tumor necrosis in PDX models. In summary, we describe a multidisciplinary structure-based drug discovery platform that can identify new RHO family allosteric inhibitors and use this system to identify RHOJ inhibitors that block tumor growth in vivo.
Citation Format: Jessica L. Flesher, Sohail Jahid, Jose A. Ortega, Giuseppina La Sala, Nicoletta Brindani, Jose M. Arencibia, Jacopo Manigrasso, Stephanie Hachey, Chi-Fen Chen, Chris Hughes, Marco De Vivo, Anand K. Ganesan. Structure-based design of CDC42/RHOJ effector inhibitors for the treatment of cancer [abstract]. In: Proceedings of the Annual Meeting of the American Association for Cancer Research 2020; 2020 Apr 27-28 and Jun 22-24. Philadelphia (PA): AACR; Cancer Res 2020;80(16 Suppl):Abstract nr 5324.
Collapse
|
44
|
Savardi A, Borgogno M, Narducci R, La Sala G, Ortega JA, Summa M, Armirotti A, Bertorelli R, Contestabile A, De Vivo M, Cancedda L. Discovery of a Small Molecule Drug Candidate for Selective NKCC1 Inhibition in Brain Disorders. Chem 2020; 6:2073-2096. [PMID: 32818158 PMCID: PMC7427514 DOI: 10.1016/j.chempr.2020.06.017] [Citation(s) in RCA: 37] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2020] [Revised: 04/14/2020] [Accepted: 06/11/2020] [Indexed: 02/06/2023]
Abstract
Aberrant expression ratio of Cl− transporters, NKCC1 and KCC2, is implicated in several brain conditions. NKCC1 inhibition by the FDA-approved diuretic drug, bumetanide, rescues core symptoms in rodent models and/or clinical trials with patients. However, bumetanide has a strong diuretic effect due to inhibition of the kidney Cl− transporter NKCC2, creating critical drug compliance issues and health concerns. Here, we report the discovery of a new chemical class of selective NKCC1 inhibitors and the lead drug candidate ARN23746. ARN23746 restores the physiological intracellular Cl− in murine Down syndrome neuronal cultures, has excellent solubility and metabolic stability, and displays no issues with off-target activity in vitro. ARN23746 recovers core symptoms in mouse models of Down syndrome and autism, with no diuretic effect, nor overt toxicity upon chronic treatment in adulthood. ARN23746 is ready for advanced preclinical/manufacturing studies toward the first sustainable therapeutics for the neurological conditions characterized by impaired Cl− homeostasis. NKCC1 is a promising target for the treatment of brain disorders The newly discovered ARN23746 presents selective NKCC1 versus NKCC2 and KCC2 inhibition ARN23746 restores altered neuronal chloride homeostasis in vitro ARN23746 rescues core behaviors in DS and ASD mice with no diuretic effect or toxicity
In the last few decades, drug development for brain disorders has struggled to deliver effective small molecules as novel breakthrough classes of drugs. Discovery of effective chemical compounds for brain disorders has been greatly hampered by the fact that the few currently clinically used drugs were identified by serendipity, and these drugs’ mechanism of action is often poorly understood. Here, by leveraging drug repurposing as a means to quickly and safely evaluate the new pharmacological target NKCC1 and its implications in brain disorders in animal models and patients, we report an integrated strategy for the rational design and discovery of a novel, selective, and safe NKCC1 inhibitor, active in vivo. This compound has the potential to become a clinical drug candidate to treat several neurological conditions in patients. Eventually, this integrated drug-discovery strategy has the prospective to revive the appeal of drug-discovery programs in the challenging field of neuroscience.
Collapse
Affiliation(s)
- Annalisa Savardi
- Brain Development and Disease Laboratory, Istituto Italiano di Tecnologia, via Morego, 30, 16163 Genoa, Italy
- Università degli Studi di Genova, Via Balbi, 5, 16126 Genoa, Italy
| | - Marco Borgogno
- Molecular Modeling and Drug Discovery Laboratory, Istituto Italiano di Tecnologia, via Morego, 30, 16163 Genoa, Italy
| | - Roberto Narducci
- Brain Development and Disease Laboratory, Istituto Italiano di Tecnologia, via Morego, 30, 16163 Genoa, Italy
| | - Giuseppina La Sala
- Molecular Modeling and Drug Discovery Laboratory, Istituto Italiano di Tecnologia, via Morego, 30, 16163 Genoa, Italy
| | - Jose Antonio Ortega
- Molecular Modeling and Drug Discovery Laboratory, Istituto Italiano di Tecnologia, via Morego, 30, 16163 Genoa, Italy
| | - Maria Summa
- In Vivo Pharmacology Facility, Istituto Italiano di Tecnologia, via Morego, 30, 16163 Genoa, Italy
| | - Andrea Armirotti
- Analytical Chemistry Facility, Istituto Italiano di Tecnologia, via Morego, 30, 16163 Genoa, Italy
| | - Rosalia Bertorelli
- In Vivo Pharmacology Facility, Istituto Italiano di Tecnologia, via Morego, 30, 16163 Genoa, Italy
| | - Andrea Contestabile
- Brain Development and Disease Laboratory, Istituto Italiano di Tecnologia, via Morego, 30, 16163 Genoa, Italy
| | - Marco De Vivo
- Molecular Modeling and Drug Discovery Laboratory, Istituto Italiano di Tecnologia, via Morego, 30, 16163 Genoa, Italy
- Corresponding author
| | - Laura Cancedda
- Brain Development and Disease Laboratory, Istituto Italiano di Tecnologia, via Morego, 30, 16163 Genoa, Italy
- Dulbecco Telethon Institute, Via Orus 2, 35129 Padova, Italy
- Corresponding author
| |
Collapse
|
45
|
Manigrasso J, Chillón I, Genna V, Vidossich P, Somarowthu S, Pyle AM, De Vivo M, Marcia M. Visualizing group II intron dynamics between the first and second steps of splicing. Nat Commun 2020; 11:2837. [PMID: 32503992 PMCID: PMC7275048 DOI: 10.1038/s41467-020-16741-4] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2019] [Accepted: 05/18/2020] [Indexed: 12/21/2022] Open
Abstract
Group II introns are ubiquitous self-splicing ribozymes and retrotransposable elements evolutionarily and chemically related to the eukaryotic spliceosome, with potential applications as gene-editing tools. Recent biochemical and structural data have captured the intron in multiple conformations at different stages of catalysis. Here, we employ enzymatic assays, X-ray crystallography, and molecular simulations to resolve the spatiotemporal location and function of conformational changes occurring between the first and the second step of splicing. We show that the first residue of the highly-conserved catalytic triad is protonated upon 5’-splice-site scission, promoting a reversible structural rearrangement of the active site (toggling). Protonation and active site dynamics induced by the first step of splicing facilitate the progression to the second step. Our insights into the mechanism of group II intron splicing parallels functional data on the spliceosome, thus reinforcing the notion that these evolutionarily-related molecular machines share the same enzymatic strategy. Group II introns are self-splicing ribozymes. Here, the authors employ enzymatic assay, X-ray crystallography and molecular dynamics simulations to show that protonation of the group II intron catalytic triad plays an important role for the transition from the first to the second step of splicing.
Collapse
Affiliation(s)
- Jacopo Manigrasso
- Laboratory of Molecular Modelling & Drug Discovery, Istituto Italiano di Tecnologia, Via Morego 30, 16163, Genoa, Italy
| | - Isabel Chillón
- European Molecular Biology Laboratory (EMBL) Grenoble, 71 Avenue des Martyrs, Grenoble, 38042, France
| | - Vito Genna
- Department of Structural and Computational Biology, Institute for Research in Biomedicine (IRB), Parc Científic de Barcelona, C/ Baldiri Reixac 10-12, 08028, Barcelona, Spain
| | - Pietro Vidossich
- Laboratory of Molecular Modelling & Drug Discovery, Istituto Italiano di Tecnologia, Via Morego 30, 16163, Genoa, Italy
| | - Srinivas Somarowthu
- Department of Biochemistry & Molecular Biology, Drexel University College of Medicine, Philadelphia, PA, USA
| | - Anna Marie Pyle
- Department of Molecular, Cellular and Developmental Biology, New Haven, CT, 06511, USA.,Department of Chemistry, Yale University, New Haven, CT, 06511, USA.,Howard Hughes Medical Institute, Chevy Chase, MD, 20815, USA
| | - Marco De Vivo
- Laboratory of Molecular Modelling & Drug Discovery, Istituto Italiano di Tecnologia, Via Morego 30, 16163, Genoa, Italy.
| | - Marco Marcia
- European Molecular Biology Laboratory (EMBL) Grenoble, 71 Avenue des Martyrs, Grenoble, 38042, France.
| |
Collapse
|
46
|
Arencibia JM, Brindani N, Franco-Ulloa S, Nigro M, Kuriappan JA, Ottonello G, Bertozzi SM, Summa M, Girotto S, Bertorelli R, Armirotti A, De Vivo M. Design, Synthesis, Dynamic Docking, Biochemical Characterization, and in Vivo Pharmacokinetics Studies of Novel Topoisomerase II Poisons with Promising Antiproliferative Activity. J Med Chem 2020; 63:3508-3521. [PMID: 32196342 PMCID: PMC7997578 DOI: 10.1021/acs.jmedchem.9b01760] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
![]()
We
previously reported a first set of hybrid topoisomerase II (topoII)
poisons whose chemical core merges key pharmacophoric elements of
etoposide and merbarone, which are two well-known topoII blockers.
Here, we report on the expansion of this hybrid molecular scaffold
and present 16 more hybrid derivatives that have been designed, synthesized,
and characterized for their ability to block topoII and for their
overall drug-like profile. Some of these compounds act as topoII poison
and exhibit good solubility, metabolic (microsomal) stability, and
promising cytotoxicity in three cancer cell lines (DU145, HeLa, A549).
Compound 3f (ARN24139) is the most promising drug-like
candidate, with a good pharmacokinetics profile in vivo. Our results indicate that this hybrid new chemical class of topoII
poisons deserves further exploration and that 3f is a
favorable lead candidate as a topoII poison, meriting future studies
to test its efficacy in in vivo tumor models.
Collapse
Affiliation(s)
- Jose M Arencibia
- Molecular Modeling and Drug Discovery Lab, Istituto Italiano di Tecnologia, Via Morego 30, 16163 Genova, Italy
| | - Nicoletta Brindani
- Molecular Modeling and Drug Discovery Lab, Istituto Italiano di Tecnologia, Via Morego 30, 16163 Genova, Italy
| | - Sebastian Franco-Ulloa
- Molecular Modeling and Drug Discovery Lab, Istituto Italiano di Tecnologia, Via Morego 30, 16163 Genova, Italy
| | - Michela Nigro
- Molecular Modeling and Drug Discovery Lab, Istituto Italiano di Tecnologia, Via Morego 30, 16163 Genova, Italy
| | | | - Giuliana Ottonello
- Analytical Chemistry and in Vivo Pharmacology, Istituto Italiano di Tecnologia, Via Morego 30, 16163 Genova, Italy
| | - Sine Mandrup Bertozzi
- Analytical Chemistry and in Vivo Pharmacology, Istituto Italiano di Tecnologia, Via Morego 30, 16163 Genova, Italy
| | - Maria Summa
- Analytical Chemistry and in Vivo Pharmacology, Istituto Italiano di Tecnologia, Via Morego 30, 16163 Genova, Italy
| | - Stefania Girotto
- Molecular Modeling and Drug Discovery Lab, Istituto Italiano di Tecnologia, Via Morego 30, 16163 Genova, Italy
| | - Rosalia Bertorelli
- Analytical Chemistry and in Vivo Pharmacology, Istituto Italiano di Tecnologia, Via Morego 30, 16163 Genova, Italy
| | - Andrea Armirotti
- Analytical Chemistry and in Vivo Pharmacology, Istituto Italiano di Tecnologia, Via Morego 30, 16163 Genova, Italy
| | - Marco De Vivo
- Molecular Modeling and Drug Discovery Lab, Istituto Italiano di Tecnologia, Via Morego 30, 16163 Genova, Italy
| |
Collapse
|
47
|
Portioli C, Savardi A, Ren Z, De Vivo M, Zhou M, Cancedda L. The Ion-Transporter NKCC1 as a Target for Brain Diseases. Biophys J 2020. [DOI: 10.1016/j.bpj.2019.11.836] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
|
48
|
Donati E, Genna V, De Vivo M. Recruiting Mechanism and Functional Role of a Third Metal Ion in the Enzymatic Activity of 5' Structure-Specific Nucleases. J Am Chem Soc 2020; 142:2823-2834. [PMID: 31939291 PMCID: PMC7993637 DOI: 10.1021/jacs.9b10656] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
![]()
Enzymes of the 5′ structure-specific
nuclease family are crucial for DNA repair, replication, and recombination.
One such enzyme is the human exonuclease 1 (hExo1) metalloenzyme,
which cleaves DNA strands, acting primarily as a processive 5′-3′
exonuclease and secondarily as a 5′-flap endonuclease. Recently,
in crystallo reaction intermediates have elucidated how hExo1 exerts
hydrolysis of DNA phosphodiester bonds. These hExo1 structures show
a third metal ion intermittently bound close to the two-metal-ion
active site, to which recessed ends or 5′-flap substrates bind.
Evidence of this third ion has been observed in several nucleic-acid-processing
metalloenzymes. However, there is still debate over what triggers
the (un)binding of this transient third ion during catalysis and whether
this ion has a catalytic function. Using extended molecular dynamics
and enhanced sampling free-energy simulations, we observed that the
carboxyl side chain of Glu89 (located along the arch motif in hExo1)
flips frequently from the reactant state to the product state. The
conformational flipping of Glu89 allows one metal ion to be recruited
from the bulk and promptly positioned near the catalytic center. This
is in line with the structural evidence. Additionally, our simulations
show that the third metal ion assists the departure, through the mobile
arch, of the nucleotide monophosphate product from the catalytic site.
Structural comparisons of nuclease enzymes suggest that this Glu(Asp)-mediated
mechanism for third ion recruitment and nucleic acid hydrolysis may
be shared by other 5′ structure-specific nucleases.
Collapse
Affiliation(s)
- Elisa Donati
- Laboratory of Molecular Modelling & Drug Discovery , Istituto Italiano di Tecnologia , Via Morego 30 , 16163 Genoa , Italy
| | - Vito Genna
- Laboratory of Molecular Modelling & Drug Discovery , Istituto Italiano di Tecnologia , Via Morego 30 , 16163 Genoa , Italy
| | - Marco De Vivo
- Laboratory of Molecular Modelling & Drug Discovery , Istituto Italiano di Tecnologia , Via Morego 30 , 16163 Genoa , Italy
| |
Collapse
|
49
|
Vanni S, Riccardi L, Palermo G, De Vivo M. Structure and Dynamics of the Acyl Chains in the Membrane Trafficking and Enzymatic Processing of Lipids. Acc Chem Res 2019; 52:3087-3096. [PMID: 31364837 DOI: 10.1021/acs.accounts.9b00134] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
The regulatory chemical mechanisms of lipid trafficking and degradation are involved in many pathophysiological processes, being implicated in severe pain, inflammation, and cancer. In addition, the processing of lipids is also relevant for industrial and environmental applications. However, there is poor understanding of the chemical features that control lipid membrane trafficking and allow lipid-degrading enzymes to efficiently select and hydrolyze specific fatty acids from a complex cellular milieu of bioactive lipids. This is particularly true for lipid acyl chains, which have diverse structures that can critically affect the many complex reactions needed to elongate, desaturate, or transport fatty acids. Building upon our own contributions in this field, we will discuss how molecular simulations, integrated with experimental evidence, have revealed that the structure and dynamics of the lipid tail are actively involved in modulating membrane trafficking at cellular organelles, and enzymatic reactions at cell membranes. Further evidence comes from recent crystal structures of lipid receptors and remodeling enzymes. Taken together, these recent works have identified those structural features of the lipid acyl chain that are crucial for the regioselectivity and stereospecificity of essential desaturation reactions. In this context, we will first illustrate how atomistic and coarse-grained simulations have elucidated the structure-function relationships between the chemical composition of the lipid's acyl chains and the molecular properties of lipid bilayers. Particular emphasis will be given to the prominent chemical role of the number of double carbon-carbon bonds along the lipid acyl chain, that is, discriminating between saturated, monounsaturated, and polyunsaturated lipids. Different levels of saturation in fatty acid molecules dramatically influence the biophysical properties of lipid assemblies and their interaction with proteins. We will then discuss the processing of lipids by membrane-bound enzymes. Our focus will be on lipids such as anandamide and 2-arachidonoylglycerol. These are the main molecules that act as neurotransmitters in the endocannabinoid system. Specifically, recent findings indicate a crucial interplay between the level of saturation of the lipid tail, its energetically and sterically favored conformations, and the hydrophobic accessory cavities in lipid-degrading enzymes, which help form catalytically active conformations of the selected substrate. This Account will emphasize how the specific chemical structure of acyl chains affects the molecular mechanisms for modulating membrane trafficking and selective hydrolysis. The results examined here show that, by using molecular simulations to investigate lipid plasticity and substrate flexibility, researchers can enrich their interpretation of experimental results about the structure-function relationships of lipids. This could positively impact chemical and biological studies in the field and ultimately support protein engineering studies and structure-based drug discovery to target lipid-processing enzymes.
Collapse
Affiliation(s)
- Stefano Vanni
- Department of Biology, University of Fribourg, Chemin du Musée 10, 1700 Fribourg, Switzerland
- Université Côte d’Azur, CNRS, IPMC, 06560 Valbonne, France
| | - Laura Riccardi
- Laboratory of Molecular Modeling and Drug Discovery, Istituto Italiano di Tecnologia, Via Morego 30, 16163 Genoa, Italy
| | - Giulia Palermo
- Department of Bioengineering, University of California Riverside, Riverside, California 92521, United States
| | - Marco De Vivo
- Laboratory of Molecular Modeling and Drug Discovery, Istituto Italiano di Tecnologia, Via Morego 30, 16163 Genoa, Italy
| |
Collapse
|
50
|
Kuriappan JA, Osheroff N, De Vivo M. Smoothed Potential MD Simulations for Dissociation Kinetics of Etoposide To Unravel Isoform Specificity in Targeting Human Topoisomerase II. J Chem Inf Model 2019; 59:4007-4017. [PMID: 31449404 PMCID: PMC6800198 DOI: 10.1021/acs.jcim.9b00605] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
![]()
Human
type II topoisomerases (TopoII) are essential for controlling
DNA topology within the cell. For this reason, there are a number
of TopoII-targeted anticancer drugs that act by inducing DNA cleavage
mediated by both TopoII isoforms (TopoIIα and TopoIIβ)
in cells. However, recent studies suggest that specific poisoning
of TopoIIα may be a safer strategy for treating cancer. This
is because poisoning of TopoIIβ appears to be linked to the
generation of secondary leukemia in patients. We recently reported
that enzyme-mediated DNA cleavage complexes (in which TopoII is covalently
linked to the cleaved DNA during catalysis) formed in the presence
of the anticancer drug etoposide persisted approximately 3-fold longer
with TopoIIα than TopoIIβ. Notably, enhanced drug-target
residence time may reduce the adverse effects of specific TopoIIα
poisons. However, it is still not clear how to design drugs that are
specific for the α isoform. In this study, we report the results
of classical molecular dynamics (MD) simulations to comparatively
analyze the molecular interactions formed within the TopoII/DNA/etoposide
complex with both isoforms. We also used smoothed potential MD to
estimate etoposide dissociation kinetics from the two isoform complexes.
These extensive classical and enhanced sampling simulations revealed
stabilizing interactions of etoposide with two serine residues (Ser763
and Ser800) in TopoIIα. These interactions are missing in TopoIIβ,
where both amino acids are alanine residues. This may explain the
greater persistence of etoposide-stabilized cleavage complexes formed
with Topo TopoIIα. These findings could be useful for the rational
design of specific TopoIIα poisons.
Collapse
Affiliation(s)
- Jissy A Kuriappan
- Laboratory of Molecular Modeling and Drug Discovery , Istituto Italiano di Tecnologia , Via Morego 30 , 16163 Genova , Italy
| | - Neil Osheroff
- Department of Biochemistry , Vanderbilt University School of Medicine , Nashville , Tennessee 37232-0146 , United States.,Department of Medicine (Hematology/Oncology) , Vanderbilt University School of Medicine , Nashville , Tennessee 37232-6307 , United States.,VA Tennessee Valley Healthcare System , Nashville , Tennessee 37212 , United States
| | - Marco De Vivo
- Laboratory of Molecular Modeling and Drug Discovery , Istituto Italiano di Tecnologia , Via Morego 30 , 16163 Genova , Italy
| |
Collapse
|