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Andrade-Collantes E, Landeros-Rivera B, Sixto-López Y, Bello-Rios C, Contreras-García J, Tiznado JAG, Pedroza-Torres A, Camacho-Pérez B, Montaño S. Molecular insight into endosulfan degradation by Ese protein from Arthrobacter: Evidence-based structural bioinformatics and quantum mechanical calculations. Proteins 2024; 92:302-313. [PMID: 37864384 DOI: 10.1002/prot.26610] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2023] [Revised: 05/22/2023] [Accepted: 09/25/2023] [Indexed: 10/22/2023]
Abstract
Endosulfan is an organochlorine insecticide widely used for agricultural pest control. Many nations worldwide have restricted or completely banned it due to its extreme toxicity to fish and aquatic invertebrates. Arthrobacter sp. strain KW has the ability to degrade α, β endosulfan and its intermediate metabolite endosulfate; this degradation is associated with Ese protein, a two-component flavin-dependent monooxygenase (TC-FDM). Employing in silico tools, we obtained the 3D model of Ese protein, and our results suggest that it belongs to the Luciferase Like Monooxygenase family (LLM). Docking studies showed that the residues V59, V315, D316, and T335 interact with α-endosulfan. The residues: V59, T60, V315, D316, and T335 are implicated in the interacting site with β-endosulfan, and the residues: H17, V315, D316, T335, N364, and Q363 participate in the interaction with endosulfate. Topological analysis of the electron density by means of the Quantum Theory of Atoms in Molecules (QTAIM) and the Non-Covalent Interaction (NCI) index reveals that the Ese-ligands complexes are formed mainly by dispersive forces, where Cl atoms have a predominant role. As Ese is a monooxygenase member, we predict the homodimer formation. However, enzymatic studies must be developed to investigate the Ese protein's enzymatic and catalytic activity.
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Affiliation(s)
- Ernesto Andrade-Collantes
- Laboratorio de Modelado Molecular y Bioinformática, Facultad de Ciencias Químico-Biológicas, Universidad Autónoma de Sinaloa, Ciudad Universitaria s/n, Culiacán, Sinaloa, Mexico
| | - Bruno Landeros-Rivera
- CNRS, Laboratoire de Chimie Théorique, LCT, Sorbonne Université, Paris, France
- Facultad de Química, Departamento de Química Inorgánica y Nuclear, Universidad Nacional Autónoma de México, Circuito exterior S/N, Ciudad Universitaria, Ciudad de México, Mexico
| | - Yudibeth Sixto-López
- Departamento de Química Farmacéutica y Orgánica, Facultad de Farmacia, Universidad de Granada, Granada, Spain
| | - Ciresthel Bello-Rios
- Molecular Biomedicine Laboratory, Faculty of Chemical-Biological Sciences, Autonomous University of Guerrero, Guerrero, Mexico
| | | | - José Antonio Garzón Tiznado
- Laboratorio de Modelado Molecular y Bioinformática, Facultad de Ciencias Químico-Biológicas, Universidad Autónoma de Sinaloa, Ciudad Universitaria s/n, Culiacán, Sinaloa, Mexico
| | - Abraham Pedroza-Torres
- Cátedra CONACyT-Clínica de Cáncer Hereditario, Instituto Nacional de Cancerología, Mexico City, Mexico
| | - Beni Camacho-Pérez
- Instituto Tecnológico y de Estudios Superiores de Occidente, Periférico Sur Manuel Gómez Morín, Tlaquepaque, Jalisco, Mexico
| | - Sarita Montaño
- Laboratorio de Modelado Molecular y Bioinformática, Facultad de Ciencias Químico-Biológicas, Universidad Autónoma de Sinaloa, Ciudad Universitaria s/n, Culiacán, Sinaloa, Mexico
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2
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Novoa T, Laplaza R, Peccati F, Fuster F, Contreras-García J. The NCIWEB Server: A Novel Implementation of the Noncovalent Interactions Index for Biomolecular Systems. J Chem Inf Model 2023; 63:4483-4489. [PMID: 37537899 DOI: 10.1021/acs.jcim.3c00271] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/05/2023]
Abstract
It is well-known that the activity and function of proteins is strictly correlated with their secondary, tertiary, and quaternary structures. Their biological role is regulated by their conformational flexibility and global fold, which, in turn, is largely governed by complex noncovalent interaction networks. Because of the large size of proteins, the analysis of their noncovalent interaction networks is challenging, but can provide insights into the energetics of conformational changes or protein-protein and protein-ligand interactions. The noncovalent interaction (NCI) index, based on the reduced density gradient, is a well-established tool for the detection of weak contacts in biological systems. In this work, we present a web-based application to expand the use of this index to proteins, which only requires a molecular structure as input and provides a mapping of the number, type, and strength of noncovalent interactions. Structure preparation is automated and allows direct importing from the PDB database, making this server (https://nciweb.dsi.upmc.fr) accessible to scientists with limited experience in bioinformatics. A quick overview of this tool and concise instructions are presented, together with an illustrative application.
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Affiliation(s)
- Trinidad Novoa
- Laboratoire de Chimie Théorique, LCT, Sorbonne Université, CNRS, F-75005 Paris, France
- Laboratoire Jacques-Louis Lions, LJLL, Sorbonne Université, CNRS, F-75005 Paris, France
| | - Rubén Laplaza
- Laboratoire de Chimie Théorique, LCT, Sorbonne Université, CNRS, F-75005 Paris, France
| | - Francesca Peccati
- Basque Research and Technology Alliance (BRTA), Center for Cooperative Research in Biosciences (CIC bioGUNE), Bizkaia Technology Park, Building 801A, 48160 Derio, Spain
| | - Franck Fuster
- Laboratoire de Chimie Théorique, LCT, Sorbonne Université, CNRS, F-75005 Paris, France
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3
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Wieduwilt EK, Boto RA, Macetti G, Laplaza R, Contreras-García J, Genoni A. Extracting Quantitative Information at Quantum Mechanical Level from Noncovalent Interaction Index Analyses. J Chem Theory Comput 2023; 19:1063-1079. [PMID: 36656682 DOI: 10.1021/acs.jctc.2c01092] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023]
Abstract
The noncovalent interaction (NCI) index is nowadays a well-known strategy to detect NCIs in molecular systems. Even though it initially provided only qualitative descriptions, the technique has been recently extended to also extract quantitative information. To accomplish this task, integrals of powers of the electron distribution were considered, with the requirement that the overall electron density can be clearly decomposed as sum of distinct fragment contributions to enable the definition of the (noncovalent) integration region. So far, this was done by only exploiting approximate promolecular electron densities, which are given by the sum of spherically averaged atomic electron distributions and thus represent too crude approximations. Therefore, to obtain more quantum mechanically (QM) rigorous results from NCI index analyses, in this work, we propose to use electron densities obtained through the transfer of extremely localized molecular orbitals (ELMOs) or through the recently developed QM/ELMO embedding technique. Although still approximate, the electron distributions resulting from the abovementioned methods are fully QM and, above all, are again partitionable into subunit contributions, which makes them completely suitable for the NCI integral approach. Therefore, we benchmarked the integrals resulting from NCI index analyses (both those based on the promolecular densities and those based on ELMO electron distributions) against interaction energies computed at a high quantum chemical level (in particular, at the coupled cluster level). The performed test calculations have indicated that the NCI integrals based on ELMO electron densities outperform the promolecular ones. Furthermore, it was observed that the novel quantitative NCI-(QM/)ELMO approach can be also profitably exploited both to characterize and evaluate the strength of specific interactions between ligand subunits and protein residues in protein-ligand complexes and to follow the evolution of NCIs along trajectories of molecular dynamics simulations. Although further methodological improvements are still possible, the new quantitative ELMO-based technique could be already exploited in situations in which fast and reliable assessments of NCIs are crucial, such as in computational high-throughput screenings for drug discovery.
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Affiliation(s)
- Erna K Wieduwilt
- Université de Lorraine & CNRS, Laboratoire de Physique et Chimie Théoriques (LPCT), UMR CNRS 7019, 1 Boulevard Arago, Metz F-57078, France
| | - Roberto A Boto
- Laboratoire de Chimie Théorique (LCT), UMR 7616, Sorbonne Université & CNRS, 4 Place Jussieu, Paris F-75005, France
| | - Giovanni Macetti
- Université de Lorraine & CNRS, Laboratoire de Physique et Chimie Théoriques (LPCT), UMR CNRS 7019, 1 Boulevard Arago, Metz F-57078, France
| | - Rubén Laplaza
- Laboratoire de Chimie Théorique (LCT), UMR 7616, Sorbonne Université & CNRS, 4 Place Jussieu, Paris F-75005, France
| | - Julia Contreras-García
- Laboratoire de Chimie Théorique (LCT), UMR 7616, Sorbonne Université & CNRS, 4 Place Jussieu, Paris F-75005, France
| | - Alessandro Genoni
- Université de Lorraine & CNRS, Laboratoire de Physique et Chimie Théoriques (LPCT), UMR CNRS 7019, 1 Boulevard Arago, Metz F-57078, France
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4
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Peluso P, Chankvetadze B. Recognition in the Domain of Molecular Chirality: From Noncovalent Interactions to Separation of Enantiomers. Chem Rev 2022; 122:13235-13400. [PMID: 35917234 DOI: 10.1021/acs.chemrev.1c00846] [Citation(s) in RCA: 57] [Impact Index Per Article: 28.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
It is not a coincidence that both chirality and noncovalent interactions are ubiquitous in nature and synthetic molecular systems. Noncovalent interactivity between chiral molecules underlies enantioselective recognition as a fundamental phenomenon regulating life and human activities. Thus, noncovalent interactions represent the narrative thread of a fascinating story which goes across several disciplines of medical, chemical, physical, biological, and other natural sciences. This review has been conceived with the awareness that a modern attitude toward molecular chirality and its consequences needs to be founded on multidisciplinary approaches to disclose the molecular basis of essential enantioselective phenomena in the domain of chemical, physical, and life sciences. With the primary aim of discussing this topic in an integrated way, a comprehensive pool of rational and systematic multidisciplinary information is provided, which concerns the fundamentals of chirality, a description of noncovalent interactions, and their implications in enantioselective processes occurring in different contexts. A specific focus is devoted to enantioselection in chromatography and electromigration techniques because of their unique feature as "multistep" processes. A second motivation for writing this review is to make a clear statement about the state of the art, the tools we have at our disposal, and what is still missing to fully understand the mechanisms underlying enantioselective recognition.
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Affiliation(s)
- Paola Peluso
- Istituto di Chimica Biomolecolare ICB, CNR, Sede secondaria di Sassari, Traversa La Crucca 3, Regione Baldinca, Li Punti, I-07100 Sassari, Italy
| | - Bezhan Chankvetadze
- Institute of Physical and Analytical Chemistry, School of Exact and Natural Sciences, Tbilisi State University, Chavchavadze Avenue 3, 0179 Tbilisi, Georgia
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5
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Briceño‐Vargas FM, Mirón‐López G, Quijano‐Quiñones RF. NCI Study of the Influence of Steric Hindrance on the Conformational Isomers of Propane, Butane, and Ethane Derivatives. ChemistrySelect 2022. [DOI: 10.1002/slct.202201024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Affiliation(s)
- Flor M. Briceño‐Vargas
- Laboratory of Theoretical Chemistry Faculty of Chemistry Autonomous University of Yucatan Merida Yucatan 97069 Mexico
| | - Gumersindo Mirón‐López
- Laboratory of Nuclear Magnetic Resonance Faculty of Chemistry Autonomous University of Yucatan Merida Yucatan 97069 Mexico
| | - Ramiro F. Quijano‐Quiñones
- Laboratory of Theoretical Chemistry Faculty of Chemistry Autonomous University of Yucatan Merida Yucatan 97069 Mexico
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6
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Sánchez-Aparicio JE, Sciortino G, Mates-Torres E, Lledós A, Maréchal JD. Successes and challenges in multiscale modelling of artificial metalloenzymes: the case study of POP-Rh 2 cyclopropanase. Faraday Discuss 2022; 234:349-366. [PMID: 35147145 DOI: 10.1039/d1fd00069a] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Molecular modelling applications in metalloenzyme design are still scarce due to a series of challenges. On top of that, the simulations of metal-mediated binding and the identification of catalytic competent geometries require both large conformational exploration and simulation of fine electronic properties. Here, we demonstrate how the incorporation of new tools in multiscale strategies, namely substrate diffusion exploration, allows taking a step further. As a showcase, the enantioselective profiles of the most outstanding variants of an artificial Rh2-based cyclopropanase (GSH, HFF and RFY) developed by Lewis and co-workers (Nat. Commun., 2015, 6, 7789 and Nat. Chem., 2018, 10, 318-324) have been rationalized. DFT calculations on the free-cofactor-mediated process identify the carbene insertion and the cyclopropanoid formation as crucial events, the latter being the enantiodetermining step, which displays up to 8 competitive orientations easily altered by the protein environment. The key intermediates of the reaction were docked into the protein scaffold showing that some mutated residues have direct interaction with the cofactor and/or the co-substrate. These interactions take the form of a direct coordination of Rh in GSH and HFF and a strong hydrophobic patch with the carbene moiety in RFY. Posterior molecular dynamics sustain that the cofactor induces global re-arrangements of the protein. Finally, massive exploration of substrate diffusion, based on the GPathFinder approach, defines this event as the origin of the enantioselectivity in GSH and RFY. For HFF, fine molecular dockings suggest that it is likely related to local interactions upon diffusion. This work shows how modelling of long-range mutations on the catalytic profiles of metalloenzymes may be unavoidable and software simulating substrate diffusion should be applied.
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Affiliation(s)
| | - Giuseppe Sciortino
- InSiliChem, Department of Chemistry, Universitat Autònoma de Barcelona, 08193 Bellaterra, Spain.
| | - Eric Mates-Torres
- InSiliChem, Department of Chemistry, Universitat Autònoma de Barcelona, 08193 Bellaterra, Spain.
| | - Agustí Lledós
- InSiliChem, Department of Chemistry, Universitat Autònoma de Barcelona, 08193 Bellaterra, Spain.
| | - Jean-Didier Maréchal
- InSiliChem, Department of Chemistry, Universitat Autònoma de Barcelona, 08193 Bellaterra, Spain.
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7
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Computational study of the boraformylation of allenes catalyzed by copper complexes. COMPUT THEOR CHEM 2022. [DOI: 10.1016/j.comptc.2021.113575] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
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8
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Denayer M, Vekeman J, Tielens F, De Proft F. Towards a predictive model for polymer solubility using the noncovalent interaction index: polyethylene as a case study. Phys Chem Chem Phys 2021; 23:25374-25387. [PMID: 34751286 DOI: 10.1039/d1cp04346c] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
In this work we present the development of a novel, quantitative solubility descriptor based on the non-covalent interaction index. It is presented as a more insightful alternative to Hansen's solubility parameters and the COSMO model to assess and predict polymer solubility in different solvents. To this end, we studied the solvation behaviour as a function of the chain length of a single chain of arguably the most simple polymer, polyethylene, in anisole (solvent) and methanol (poor solvent) via molecular dynamics simulations. It was found that in anisole the solute maximized its interface with the solvent, whereas in methanol the macromolecule formed rod-like structures by folding on itself once the chain length surpassed a certain barrier. We assessed this behaviour - which can be related to solubility - quantitatively and qualitatively via well-known descriptors, namely the solvation free energy, and the solvent accessible surface area. In addition, we propose the non-covalent interaction (NCI) index as a versatile descriptor, providing information on the strength, as well as the nature, of the solute-solvent interactions, the solute's intramolecular interactions and on the solute's conformation, both qualitatively and quantitatively. Finally, as a quantitative measure for solubility, defined in this context as the solute's tendency to maximize its interactions with the solvent, we propose two new NCI-based descriptors: the relative integrated NCI density and the integrated NCI difference. The former represents the quantitative difference in solute-solvent interactions between a fully extended coil and the actual conformation during simulation and the latter the quantitative difference between the intermolecular (solute-solvent) and the intramolecular (in the solute) non-covalent interactions. The easy interpretation and calculation of these novel quantities open up the possibility of fast, reliable and insightful high-throughput screening of different (anti)solvent and solute combinations.
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Affiliation(s)
- Mats Denayer
- Eenheid Algemene Chemie (ALGC), Vrije Universiteit Brussel, Pleinlaan 2, 1050 Brussel, Belgium.
| | - Jelle Vekeman
- Eenheid Algemene Chemie (ALGC), Vrije Universiteit Brussel, Pleinlaan 2, 1050 Brussel, Belgium.
| | - Frederik Tielens
- Eenheid Algemene Chemie (ALGC), Vrije Universiteit Brussel, Pleinlaan 2, 1050 Brussel, Belgium.
| | - Frank De Proft
- Eenheid Algemene Chemie (ALGC), Vrije Universiteit Brussel, Pleinlaan 2, 1050 Brussel, Belgium.
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9
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Núñez-Franco R, Jiménez-Osés G, Jiménez-Barbero J, Cabrera-Escribano F, Franconetti A. Unveiling the role of pyrylium frameworks on π-stacking interactions: a combined ab initio and experimental study. Phys Chem Chem Phys 2021; 24:1965-1973. [PMID: 34633001 DOI: 10.1039/d1cp02622d] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
A multidisciplinary study is presented to shed light on how pyrylium frameworks, as π-hole donors, establish π-π interactions. The combination of CSD analysis, computational modelling (ab intitio, DFT and MD simulations) and experimental NMR spectroscopy data provides essential information on the key parameters that characterize these intereactions, opening new avenues for further applications of this versatile heterocycle.
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Affiliation(s)
- Reyes Núñez-Franco
- CIC bioGUNE, Basque Research and Technology Alliance (BRTA), 48160, Derio, Spain.
| | - Gonzalo Jiménez-Osés
- CIC bioGUNE, Basque Research and Technology Alliance (BRTA), 48160, Derio, Spain. .,lkerbasque, Basque Foundation for Science, 48009 Bilbao, Spain
| | - Jesús Jiménez-Barbero
- CIC bioGUNE, Basque Research and Technology Alliance (BRTA), 48160, Derio, Spain. .,lkerbasque, Basque Foundation for Science, 48009 Bilbao, Spain.,Department of Organic Chemistry II, Faculty of Science & Technology, University of the Basque Country, 48940 Leioa, Bizkaia, Spain
| | - Francisca Cabrera-Escribano
- Departamento de Química Orgánica, Facultad de Química, Universidad de Sevilla, C/Profesor García González 1, 41012 Sevilla, Spain
| | - Antonio Franconetti
- CIC bioGUNE, Basque Research and Technology Alliance (BRTA), 48160, Derio, Spain.
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10
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Sixto-López Y, Correa-Basurto J, Bello M, Landeros-Rivera B, Garzón-Tiznado JA, Montaño S. Structural insights into SARS-CoV-2 spike protein and its natural mutants found in Mexican population. Sci Rep 2021; 11:4659. [PMID: 33633229 PMCID: PMC7907372 DOI: 10.1038/s41598-021-84053-8] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2020] [Accepted: 02/11/2021] [Indexed: 12/20/2022] Open
Abstract
The severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) is a newly emerged coronavirus responsible for coronavirus disease 2019 (COVID-19); it become a pandemic since March 2020. To date, there have been described three lineages of SARS-CoV-2 circulating worldwide, two of them are found among Mexican population, within these, we observed three mutations of spike (S) protein located at amino acids H49Y, D614G, and T573I. To understand if these mutations could affect the structural behavior of S protein of SARS-CoV-2, as well as the binding with S protein inhibitors (cepharanthine, nelfinavir, and hydroxychloroquine), molecular dynamic simulations and molecular docking were employed. It was found that these punctual mutations affect considerably the structural behavior of the S protein compared to wild type, which also affect the binding of its inhibitors into their respective binding site. Thus, further experimental studies are needed to explore if these affectations have an impact on drug-S protein binding and its possible clinical effect.
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Affiliation(s)
- Yudibeth Sixto-López
- Laboratorio de Diseño y Desarrollo de Nuevos Fármacos e Innovación Biotecnológica (Laboratory for the Design and Development of New Drugs and Biotechnological Innovation), Sección de Estudios de Posgrado e Investigación, Escuela Superior de Medicina, Instituto Politécnico Nacional, Plan de San Luis y Salvador Díaz Mirón S/N, Casco de Santo Tomás, 11340, Mexico, Mexico
| | - José Correa-Basurto
- Laboratorio de Diseño y Desarrollo de Nuevos Fármacos e Innovación Biotecnológica (Laboratory for the Design and Development of New Drugs and Biotechnological Innovation), Sección de Estudios de Posgrado e Investigación, Escuela Superior de Medicina, Instituto Politécnico Nacional, Plan de San Luis y Salvador Díaz Mirón S/N, Casco de Santo Tomás, 11340, Mexico, Mexico
| | - Martiniano Bello
- Laboratorio de Diseño y Desarrollo de Nuevos Fármacos e Innovación Biotecnológica (Laboratory for the Design and Development of New Drugs and Biotechnological Innovation), Sección de Estudios de Posgrado e Investigación, Escuela Superior de Medicina, Instituto Politécnico Nacional, Plan de San Luis y Salvador Díaz Mirón S/N, Casco de Santo Tomás, 11340, Mexico, Mexico
| | | | - Jose Antonio Garzón-Tiznado
- Laboratorio de Bioinformática y Simulación Molecular, Facultad de Ciencias Químico Biológicas, Universidad Autónoma de Sinaloa, Culiacán, Sinaloa, Mexico
| | - Sarita Montaño
- Laboratorio de Bioinformática y Simulación Molecular, Facultad de Ciencias Químico Biológicas, Universidad Autónoma de Sinaloa, Culiacán, Sinaloa, Mexico.
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11
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Wieduwilt EK, Boisson JC, Terraneo G, Hénon E, Genoni A. A Step toward the Quantification of Noncovalent Interactions in Large Biological Systems: The Independent Gradient Model-Extremely Localized Molecular Orbital Approach. J Chem Inf Model 2021; 61:795-809. [PMID: 33444021 DOI: 10.1021/acs.jcim.0c01188] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
The independent gradient model (IGM) is a recent electron density-based computational method that enables to detect and quantify covalent and noncovalent interactions. When applied to large systems, the original version of the technique still relies on promolecular electron densities given by the sum of spherically averaged atomic electron distributions, which leads to approximate evaluations of the inter- and intramolecular interactions occurring in systems of biological interest. To overcome this drawback and perform IGM analyses based on quantum mechanically rigorous electron densities also for macromolecular systems, we coupled the IGM approach with the recently constructed libraries of extremely localized molecular orbitals (ELMOs) that allow fast and reliable reconstructions of polypeptide and protein electron densities. The validation tests performed on small polypeptides and peptide dimers have shown that the novel IGM-ELMO strategy provides results that are systematically closer to the fully quantum mechanical ones and outperforms the IGM method based on the crude promolecular approximation, but still keeping a quite low computational cost. The results of the test calculations carried out on proteins have also confirmed the trends observed for the IGM analyses conducted on small systems. This makes us envisage the future application of the novel IGM-ELMO approach to unravel complicated noncovalent interaction networks (e.g., in protein-protein contacts) or to rationally design new drugs through molecular docking calculations and virtual high-throughput screenings.
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Affiliation(s)
- Erna K Wieduwilt
- Université de Lorraine & CNRS, Laboratoire de Physique et Chimie Théoriques, UMR CNRS 7019, 1 Boulevard Arago, Metz F-57078, France
| | - Jean-Charles Boisson
- CReSTIC EA 3804, Université de Reims Champagne-Ardenne, Moulin de la Housse, Reims Cedex 02 BP39, F-51687, France
| | - Giancarlo Terraneo
- Laboratory of Supramolecular and Bio-Nanomaterials (SupraBioNanoLab), Department of Chemistry, Materials and Chemical Engineering "Giulio Natta", Politecnico di Milano, Via L. Mancinelli 7, Milan I-20131, Italy
| | - Eric Hénon
- Institut de Chimie Moléculaire de Reims UMR CNRS 7312, Université de Reims Champagne-Ardenne, Moulin de la Housse, Reims Cedex 02 BP39, F-51687, France
| | - Alessandro Genoni
- Université de Lorraine & CNRS, Laboratoire de Physique et Chimie Théoriques, UMR CNRS 7019, 1 Boulevard Arago, Metz F-57078, France
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12
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Multiresolution non-covalent interaction analysis for ligand–protein promolecular electron density distributions. Theor Chem Acc 2021. [DOI: 10.1007/s00214-020-02705-w] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
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13
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Chen D, Zhang L, Liu Y, Song J, Guo J, Wang L, Xia Q, Zheng X, Cai Y, Hong C. Insight into the impact of EGFR L792Y/F/H mutations on sensitivity to osimertinib: an in silico study. NEW J CHEM 2021. [DOI: 10.1039/d0nj05570k] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
EGFR L792Y/F/H mutation makes it difficult for Osimertinib to recognize ATP pockets.
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Affiliation(s)
- Daoxing Chen
- School of Pharmaceutical Sciences
- Wenzhou Medical University
- Wenzhou
- China
| | - Liting Zhang
- School of Pharmaceutical Sciences
- Wenzhou Medical University
- Wenzhou
- China
| | - Yanan Liu
- School of Pharmaceutical Sciences
- Wenzhou Medical University
- Wenzhou
- China
| | - Jiali Song
- School of Pharmaceutical Sciences
- Wenzhou Medical University
- Wenzhou
- China
| | - Jingwen Guo
- School of Pharmaceutical Sciences
- Wenzhou Medical University
- Wenzhou
- China
| | - Longxin Wang
- School of Pharmaceutical Sciences
- Wenzhou Medical University
- Wenzhou
- China
| | - Qinqin Xia
- School of Pharmaceutical Sciences
- Wenzhou Medical University
- Wenzhou
- China
| | - Xiaohui Zheng
- School of Pharmaceutical Sciences
- Wenzhou Medical University
- Wenzhou
- China
| | - Yuepiao Cai
- School of Pharmaceutical Sciences
- Wenzhou Medical University
- Wenzhou
- China
| | - Chenglv Hong
- Department of Cardiology
- The First Affiliated Hospital of Wenzhou Medical University
- Wenzhou
- China
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14
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Díaz-Caballero M, Navarro S, Nuez-Martínez M, Peccati F, Rodríguez-Santiago L, Sodupe M, Teixidor F, Ventura S. pH-Responsive Self-Assembly of Amyloid Fibrils for Dual Hydrolase-Oxidase Reactions. ACS Catal 2020. [DOI: 10.1021/acscatal.0c03093] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Affiliation(s)
- Marta Díaz-Caballero
- Institut de Biotecnologia i de Biomedicina (IBB) and Departament de Bioquímica i Biologia Molecular, Universitat Autònoma de Barcelona, 08193 Bellaterra, Barcelona, Spain
| | - Susanna Navarro
- Institut de Biotecnologia i de Biomedicina (IBB) and Departament de Bioquímica i Biologia Molecular, Universitat Autònoma de Barcelona, 08193 Bellaterra, Barcelona, Spain
| | - Miquel Nuez-Martínez
- Institut de Ciència de Materials de Barcelona (ICMAB-CSIC), Campus UAB, 08193 Bellaterra, Barcelona, Spain
| | - Francesca Peccati
- Center for Cooperative Research in Biosciences (CIC bioGUNE), Basque Research and Technology Alliance (BRTA), Bizkaia Technology Park, Building 801A, 48160 Derio, Spain
| | | | - Mariona Sodupe
- Departament de Química, Universitat Autònoma de Barcelona, 08193 Bellaterra, Spain
- ICREA, Passeig Lluís Companys 23, E-08010 Barcelona, Spain
| | - Francesc Teixidor
- Institut de Ciència de Materials de Barcelona (ICMAB-CSIC), Campus UAB, 08193 Bellaterra, Barcelona, Spain
| | - Salvador Ventura
- Institut de Biotecnologia i de Biomedicina (IBB) and Departament de Bioquímica i Biologia Molecular, Universitat Autònoma de Barcelona, 08193 Bellaterra, Barcelona, Spain
- ICREA, Passeig Lluís Companys 23, E-08010 Barcelona, Spain
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15
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Peccati F, Díaz-Caballero M, Navarro S, Rodríguez-Santiago L, Ventura S, Sodupe M. Atomistic fibrillar architectures of polar prion-inspired heptapeptides. Chem Sci 2020; 11:13143-13151. [PMID: 34094496 PMCID: PMC8163036 DOI: 10.1039/d0sc05638c] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2020] [Accepted: 10/20/2020] [Indexed: 12/15/2022] Open
Abstract
This article provides the computational prediction of the atomistic architectures resulting from self-assembly of the polar heptapeptide sequences NYNYNYN, SYSYSYS and GYGYGYG. Using a combination of molecular dynamics and a newly developed tool for non-covalent interaction analysis, we uncover the properties of a new class of bionanomaterials, including hydrogen-bonded polar zippers, and the relationship between peptide composition, fibril geometry and weak interaction networks. Our results, corroborated by experimental observations, provide the basis for the rational design of prion-inspired nanomaterials.
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Affiliation(s)
- Francesca Peccati
- Center for Cooperative Research in Biosciences (CIC bioGUNE), Basque Research and Technology Alliance (BRTA) Bizkaia Technology Park, Building 801A, 48160 Derio Spain +34 4469/946 572 538
| | - Marta Díaz-Caballero
- Institut de Biotecnologia i Biomedicina, Universitat Autònoma de Barcelona 08193 Bellaterra Spain
- Departament de Bioquímica i Biologia Molecular, Universitat Autònoma de Barcelona 08193 Bellaterra Spain
| | - Susanna Navarro
- Institut de Biotecnologia i Biomedicina, Universitat Autònoma de Barcelona 08193 Bellaterra Spain
- Departament de Bioquímica i Biologia Molecular, Universitat Autònoma de Barcelona 08193 Bellaterra Spain
| | | | - Salvador Ventura
- Institut de Biotecnologia i Biomedicina, Universitat Autònoma de Barcelona 08193 Bellaterra Spain
- Departament de Bioquímica i Biologia Molecular, Universitat Autònoma de Barcelona 08193 Bellaterra Spain
- ICREA, Passeig Lluís Companys 23 E-08010 Barcelona Spain
| | - Mariona Sodupe
- Departament de Química, Universitat Autònoma de Barcelona 08193 Bellaterra Spain
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16
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Laplaza R, Peccati F, A. Boto R, Quan C, Carbone A, Piquemal J, Maday Y, Contreras‐García J. NCIPLOT
and the analysis of noncovalent interactions using the reduced density gradient. WIRES COMPUTATIONAL MOLECULAR SCIENCE 2020. [DOI: 10.1002/wcms.1497] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Affiliation(s)
- Rubén Laplaza
- CNRS, Laboratoire de Chimie Théorique, LCT Sorbonne Université Paris France
- Departamento de Química Física Universidad de Zaragoza Zaragoza Spain
| | - Francesca Peccati
- CNRS, Laboratoire de Chimie Théorique, LCT Sorbonne Université Paris France
- Institut des Sciences du Calcul et des Données, ISCD, Sorbonne Université Paris France
| | - Roberto A. Boto
- CNRS, Laboratoire de Chimie Théorique, LCT Sorbonne Université Paris France
- Centro de Física de Materiales CFM‐MPC (CSIC‐UPV/EHU) Donostia Spain
| | - Chaoyu Quan
- Institut des Sciences du Calcul et des Données, ISCD, Sorbonne Université Paris France
- SUSTech International Center for Mathematics, and Department of Mathematics Southern University of Science and Technology Shenzhen China
| | - Alessandra Carbone
- CNRS, IBPS, Laboratoire de Biologie Computationnelle et Quantitative (LCQB) Sorbonne Université Paris France
- Institut Universitaire de France Paris France
| | - Jean‐Philip Piquemal
- CNRS, Laboratoire de Chimie Théorique, LCT Sorbonne Université Paris France
- Institut Universitaire de France Paris France
| | - Yvon Maday
- SUSTech International Center for Mathematics, and Department of Mathematics Southern University of Science and Technology Shenzhen China
- Institut Universitaire de France Paris France
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17
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Boto RA, Peccati F, Laplaza R, Quan C, Carbone A, Piquemal JP, Maday Y, Contreras-Garcı A J. NCIPLOT4: Fast, Robust, and Quantitative Analysis of Noncovalent Interactions. J Chem Theory Comput 2020; 16:4150-4158. [PMID: 32470306 DOI: 10.1021/acs.jctc.0c00063] [Citation(s) in RCA: 124] [Impact Index Per Article: 31.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
The NonCovalent Interaction index (NCI) enables identification of attractive and repulsive noncovalent interactions from promolecular densities in a fast manner. However, the approach remained up to now qualitative, only providing visual information. We present a new version of NCIPLOT, NCIPLOT4, which allows quantifying the properties of the NCI regions (volume, charge) in small and big systems in a fast manner. Examples are provided of how this new twist enables characterization and retrieval of local information in supramolecular chemistry and biosystems at the static and dynamic levels.
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Affiliation(s)
- Roberto A Boto
- Laboratoire de Chimie Théorique (LCT), Sorbonne Université, CNRS, 75005 Paris, France.,Materials Physics Center, CSIC-UPV/EHU, 20018 Donostia-San Sebastián, Spain
| | - Francesca Peccati
- Laboratoire de Chimie Théorique (LCT), Sorbonne Université, CNRS, 75005 Paris, France
| | - Rubén Laplaza
- Laboratoire de Chimie Théorique (LCT), Sorbonne Université, CNRS, 75005 Paris, France.,Departamento de Quı́mica Fı́sica, Universidad de Zaragoza, 50009 Zaragoza, Spain
| | - Chaoyu Quan
- SUSTech International Center for Mathematics, and Department of Mathematics, Southern University of Science and Technology, 518055 Shenzhen, China.,Institut des Sciences du Calcul et des Données (ISCD), Sorbonne Université, 75005 Paris, France
| | - Alessandra Carbone
- Laboratoire de Biologie Computationnelle et Quantitative (LCQB), Sorbonne Université, CNRS, IBPS, 75005 Paris, France.,Institut Universitaire de France, 75005, Paris, France
| | - Jean-Philip Piquemal
- Laboratoire de Chimie Théorique (LCT), Sorbonne Université, CNRS, 75005 Paris, France.,Institut Universitaire de France, 75005, Paris, France
| | - Yvon Maday
- Laboratoire Jacques-Louis Lions (LJLL), Sorbonne Université, Université Paris-Diderot SPC, CNRS, F-75005 Paris, France.,Institut Universitaire de France, 75005, Paris, France
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