1
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Fass J, York F, Wittmann M, Kaus J, Zhao Y. Local Resampling Trick for Focused Molecular Dynamics. J Chem Theory Comput 2023; 19:6139-6150. [PMID: 37706456 DOI: 10.1021/acs.jctc.3c00539] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/15/2023]
Abstract
We describe a method that focuses sampling effort on a user-defined selection of a large system, which can lead to substantial decreases in computational effort by speeding up the calculation of nonbonded interactions. A naive approach can lead to incorrect sampling if the selection depends on the configuration in a way that is not accounted for. We avoid this pitfall by introducing appropriate auxiliary variables. This results in an implementation that is closely related to "configurational freezing" and "elastic barrier dynamical freezing." We implement the method and validate that it can be used to supplement conventional molecular dynamics in free energy calculations (absolute hydration and relative binding).
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Affiliation(s)
- Joshua Fass
- Computation, Relay Therapeutics, Cambridge, Massachusetts 02139, United States
| | - Forrest York
- Computation, Relay Therapeutics, Cambridge, Massachusetts 02139, United States
| | - Matthew Wittmann
- Computation, Relay Therapeutics, Cambridge, Massachusetts 02139, United States
| | - Joseph Kaus
- Computation, Relay Therapeutics, Cambridge, Massachusetts 02139, United States
| | - Yutong Zhao
- Computation, Relay Therapeutics, Cambridge, Massachusetts 02139, United States
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2
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Sun Z, Wang M, He Q, Liu Z. Molecular Modeling of Ionic Liquids: Force‐Field Validation and Thermodynamic Perspective from Large‐Scale Fast‐Growth Solvation Free Energy Calculations. ADVANCED THEORY AND SIMULATIONS 2022. [DOI: 10.1002/adts.202200274] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Affiliation(s)
- Zhaoxi Sun
- Beijing National Laboratory for Molecular Sciences College of Chemistry and Molecular Engineering Peking University Beijing 100871 China
| | - Mao Wang
- NCS Testing Technology Co., Ltd. No. 13, Gaoliangqiao Xiejie Beijing 100081 China
| | - Qiaole He
- AI Department of Enzymaster (Ningbo) Bio‐Engineering Co., Ltd. North Century Avenue 333 Ningbo 315100 China
| | - Zhirong Liu
- Beijing National Laboratory for Molecular Sciences College of Chemistry and Molecular Engineering Peking University Beijing 100871 China
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3
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Campeggio J, Volkov V, Innocenti M, Giurlani W, Fontanesi C, Zerbetto M, Pagliai M, Lavacchi A, Chelli R. Ethanol electro-oxidation reaction on the Pd(111) surface in alkaline media: insights from quantum and molecular mechanics. Phys Chem Chem Phys 2022; 24:12569-12579. [PMID: 35579265 DOI: 10.1039/d2cp00909a] [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
The ethanol electro-oxidation catalyzed by Pd in an alkaline environment involves several intermediate reaction steps promoted by the hydroxyl radical, OH. In this work, we report on the dynamical paths of the first step of this oxidation reaction, namely the hydrogen atom abstraction CH3CH2OH + OH → CH3CHOH + H2O, occurring at the Pd(111) surface and address the thermodynamic stability of the adsorbed reactants by means of quantum and molecular mechanics calculations, with special focus on the effect of the solvent. We have found that the impact of the solvent is significant for both ethanol and OH, contributing to a decrease in their adsorption free energies by a few dozen kcal mol-1 with respect to the adsorption energy under vacuum. Furthermore, we observe that hydrogen atom abstraction is enhanced for those simulation paths featuring large surface-reactant distances, namely, when the reactants weakly interact with the catalyst. The picture emerging from our study is therefore that of a catalyst whose coverage in an aqueous environment is largely dominated by OH with respect to ethanol. Nevertheless, only a small amount of them, specifically those weakly bound to the catalyst, is really active in the ethanol electro-oxidation reaction. These results open the idea of a rational design of co-catalysts based on the tuning of surface chemical properties to eventually enhance exchange current density.
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Affiliation(s)
- Jonathan Campeggio
- Department of Chemistry "Ugo Schiff", University of Florence, Via della Lastruccia 3, Sesto Fiorentino, 50019, Italy.
| | - Victor Volkov
- Department of Chemistry "Ugo Schiff", University of Florence, Via della Lastruccia 3, Sesto Fiorentino, 50019, Italy.
| | - Massimo Innocenti
- Department of Chemistry "Ugo Schiff", University of Florence, Via della Lastruccia 3, Sesto Fiorentino, 50019, Italy.
| | - Walter Giurlani
- Department of Chemistry "Ugo Schiff", University of Florence, Via della Lastruccia 3, Sesto Fiorentino, 50019, Italy.
| | - Claudio Fontanesi
- Department of Engineering "Enzo Ferrari", University of Modena and Reggio Emilia, Via Università 4, Modena, 41121, Italy
| | - Mirco Zerbetto
- Department of Chemical Sciences, University of Padova, Via Marzolo 1, Padova, 35131, Italy
| | - Marco Pagliai
- Department of Chemistry "Ugo Schiff", University of Florence, Via della Lastruccia 3, Sesto Fiorentino, 50019, Italy.
| | | | - Riccardo Chelli
- Department of Chemistry "Ugo Schiff", University of Florence, Via della Lastruccia 3, Sesto Fiorentino, 50019, Italy.
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4
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Sun Z, Kalhor P, Xu Y, Liu J. Extensive numerical tests of leapfrog integrator in middle thermostat scheme in molecular simulations. CHINESE J CHEM PHYS 2021. [DOI: 10.1063/1674-0068/cjcp2111242] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Affiliation(s)
- Zhaoxi Sun
- Beijing National Laboratory for Molecular Sciences, College of Chemistry and Molecular Engineering, Institute of Theoretical and Computational Chemistry, Peking University, Beijing 100871, China
| | - Payam Kalhor
- Beijing National Laboratory for Molecular Sciences, College of Chemistry and Molecular Engineering, Institute of Theoretical and Computational Chemistry, Peking University, Beijing 100871, China
| | - Yang Xu
- Beijing National Laboratory for Molecular Sciences, College of Chemistry and Molecular Engineering, Institute of Theoretical and Computational Chemistry, Peking University, Beijing 100871, China
| | - Jian Liu
- Beijing National Laboratory for Molecular Sciences, College of Chemistry and Molecular Engineering, Institute of Theoretical and Computational Chemistry, Peking University, Beijing 100871, China
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5
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Norjmaa G, Vidossich P, Maréchal JD, Ujaque G. Modeling Kinetics and Thermodynamics of Guest Encapsulation into the [M 4L 6] 12- Supramolecular Organometallic Cage. J Chem Inf Model 2021; 61:4370-4381. [PMID: 34505774 PMCID: PMC8479806 DOI: 10.1021/acs.jcim.1c00348] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
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The encapsulation
of molecular guests into supramolecular hosts
is a complex molecular recognition process in which the guest displaces
the solvent from the host cavity, while the host deforms to let the
guest in. An atomistic description of the association would provide
valuable insights on the physicochemical properties that guide it.
This understanding may be used to design novel host assemblies with
improved properties (i.e., affinities) toward a given class of guests.
Molecular simulations may be conveniently used to model the association
processes. It is thus of interest to establish efficient protocols
to trace the encapsulation process and to predict the associated magnitudes
ΔGbind and ΔGbind⧧. Here, we report the calculation of the Gibbs energy barrier and
Gibbs binding energy by means of explicit solvent molecular simulations
for the [Ga4L6]12– metallocage
encapsulating a series of cationic molecules. The ΔGbind⧧ for encapsulation was estimated by means of umbrella sampling simulations.
The steps involved were identified, including ion-pair formation and
naphthalene rotation (from L ligands of the metallocage) during the
guest’s entrance. The ΔGbind values were computed using the attach–pull–release
method. The results reveal the sensitivity of the estimates on the
force field parameters, in particular on atomic charges, showing that
higher accuracy is obtained when charges are derived from implicit
solvent quantum chemical calculations. Correlation analysis identified
some indicators for the binding affinity trends. All computed magnitudes
are in very good agreement with experimental observations. This work
provides, on one side, a benchmarked way to computationally model
a highly charged metallocage encapsulation process. This includes
a nonstandard parameterization and charge derivation procedure. On
the other hand, it gives specific mechanistic information on the binding
processes of [Ga4L6]12– at
the molecular level where key motions are depicted. Taken together,
the study provides an interesting option for the future design of
metal–organic cages.
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Affiliation(s)
- Gantulga Norjmaa
- Departament de Química and Centro de Innovación en Química Avanzada (ORFEO-CINQA), Universitat Autònoma de Barcelona, Cerdanyola del Valles, 08193 Cerdanyola del Vallès, Catalonia, Spain
| | - Pietro Vidossich
- Laboratory of Molecular Modeling and Drug Discovery, Istituto Italiano di Tecnologia, Via Morego 30, 16163 Genova, Italy
| | - Jean-Didier Maréchal
- Departament de Química and Centro de Innovación en Química Avanzada (ORFEO-CINQA), Universitat Autònoma de Barcelona, Cerdanyola del Valles, 08193 Cerdanyola del Vallès, Catalonia, Spain
| | - Gregori Ujaque
- Departament de Química and Centro de Innovación en Química Avanzada (ORFEO-CINQA), Universitat Autònoma de Barcelona, Cerdanyola del Valles, 08193 Cerdanyola del Vallès, Catalonia, Spain
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6
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Sun Z, Liu Z. BAR‐Based Multi‐Dimensional Nonequilibrium Pulling for Indirect Construction of QM/MM Free Energy Landscapes: Varying the QM Region. ADVANCED THEORY AND SIMULATIONS 2021. [DOI: 10.1002/adts.202100185] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Affiliation(s)
- Zhaoxi Sun
- Beijing National Laboratory for Molecular Sciences, College of Chemistry and Molecular Engineering Peking University Beijing 100871 China
| | - Zhirong Liu
- Beijing National Laboratory for Molecular Sciences, College of Chemistry and Molecular Engineering Peking University Beijing 100871 China
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7
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de Ruiter A, Oostenbrink C. Advances in the calculation of binding free energies. Curr Opin Struct Biol 2020; 61:207-212. [PMID: 32088376 DOI: 10.1016/j.sbi.2020.01.016] [Citation(s) in RCA: 42] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2019] [Revised: 01/21/2020] [Accepted: 01/24/2020] [Indexed: 01/19/2023]
Abstract
In recent years, calculations of binding affinities from molecular simulations seem to have matured significantly. While the number of applications of such methods in drug design and biotechnology increases, the number of truly new methodological developments decreases. This review provides an overview of the current status of the field as reflected in recent publications. The focus is on the challenges that remain when using endstate, alchemical and pathway methods. For endstate methods this is the calculation of entropic contributions. For alchemical methods there are unsolved problems associated with the solvation of the active site, sampling slow degrees of freedom and when modifying the net charge. For pathway methods achieving sufficient sampling remains challenging. New trends are also highlighted, including the use of pathway methods for the quantification of protein-protein interactions.
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Affiliation(s)
- Anita de Ruiter
- Institute for Molecular Modeling and Simulation, University of Natural Resources and Life Sciences (BOKU), Vienna, Austria
| | - Chris Oostenbrink
- Institute for Molecular Modeling and Simulation, University of Natural Resources and Life Sciences (BOKU), Vienna, Austria.
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8
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Sun Z, Wang X, Zhang JZH. Theoretical understanding of the thermodynamics and interactions in transcriptional regulator TtgR-ligand binding. Phys Chem Chem Phys 2019; 22:1511-1524. [PMID: 31872826 DOI: 10.1039/c9cp05980f] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
The transcriptional regulator TtgR belongs to the TetR family of transcriptional repressors. It depresses the transcription of the TtgABC operon and itself and thus regulates the extrusion of noxious chemicals with efflux pumps in bacterial cells. As the ligand-binding domain of TtgR is rather flexible, it can bind with a number of structurally diverse ligands, such as antibiotics, flavonoids and aromatic solvents. In the current work, we perform equilibrium and nonequilibrium alchemical free energy simulation to predict the binding affinities of a series of ligands targeting the TtgR protein and an agreement between the theoretical prediction and the experimental result is observed. End-point methods MM/PBSA and MM/GBSA are also employed for comparison. We further study the interaction maps and contacts between the protein and the ligand and identify important interactions in the protein-ligand binding cases. The dynamics fluctuation and secondary structures are also investigated. The current work sheds light on atomic and thermodynamic understanding of the TtgR-ligand interactions.
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Affiliation(s)
- Zhaoxi Sun
- Computational Biomedicine (IAS-5/INM-9), Forschungszentrum Jülich, Jülich 52425, Germany. and State Key Laboratory of Precision Spectroscopy, School of Chemistry and Molecular Engineering, East China Normal University, Shanghai 200062, China
| | - Xiaohui Wang
- State Key Laboratory of Precision Spectroscopy, School of Chemistry and Molecular Engineering, East China Normal University, Shanghai 200062, China and Institute of Computational Science, Università della Svizzera italiana (USI), Via Giuseppe Buffi 13, CH-6900, Lugano, Ticino, Switzerland
| | - John Z H Zhang
- State Key Laboratory of Precision Spectroscopy, School of Chemistry and Molecular Engineering, East China Normal University, Shanghai 200062, China and NYU-ECNU Center for Computational Chemistry at NYU Shanghai, Shanghai 200062, China and Department of Chemistry, New York University, NY, NY 10003, USA.
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9
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Nguyen TH, Ngo V, Castro Zerba JP, Noskov S, Minh DDL. Nonequilibrium path-ensemble averages for symmetric protocols. J Chem Phys 2019; 151:194103. [DOI: 10.1063/1.5121306] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Affiliation(s)
- Trung Hai Nguyen
- Laboratory of Theoretical and Computational Biophysics, Ton Duc Thang University, Ho Chi Minh City, Vietnam
- Faculty of Applied Sciences, Ton Duc Thang University, Ho Chi Minh City, Vietnam
| | - Van Ngo
- Center for Nonlinear Studies, Los Alamos National Laboratory, Los Alamos, New Mexico 87545, USA
| | - João Paulo Castro Zerba
- Department of Chemistry, Illinois Institute of Technology, Chicago, Illinois 60616, USA
- Institute of Physics “Gleb Wataghin”, University of Campinas, Campinas, SP 13083-859, Brazil
| | - Sergei Noskov
- SYN: Centre for Molecular Simulation, Department of Biological Sciences, University of Calgary, Calgary, Alberta T2N 1N4, Canada
| | - David D. L. Minh
- Department of Chemistry, Illinois Institute of Technology, Chicago, Illinois 60616, USA
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10
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SAMPL6 host–guest blind predictions using a non equilibrium alchemical approach. J Comput Aided Mol Des 2018; 32:965-982. [DOI: 10.1007/s10822-018-0151-9] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2018] [Accepted: 08/10/2018] [Indexed: 02/07/2023]
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11
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Procacci P. Myeloid Cell Leukemia 1 Inhibition: An in Silico Study Using Non-equilibrium Fast Double Annihilation Technology. J Chem Theory Comput 2018; 14:3890-3902. [DOI: 10.1021/acs.jctc.8b00305] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2023]
Affiliation(s)
- Piero Procacci
- Department of Chemistry, University of Florence, Via Lastruccia No. 3, Sesto Fiorentino I-50019, Italy
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12
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Giovannelli E, Cioni M, Procacci P, Cardini G, Pagliai M, Volkov V, Chelli R. Binding Free Energies of Host–Guest Systems by Nonequilibrium Alchemical Simulations with Constrained Dynamics: Illustrative Calculations and Numerical Validation. J Chem Theory Comput 2017; 13:5887-5899. [DOI: 10.1021/acs.jctc.7b00595] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Edoardo Giovannelli
- Dipartimento
di Chimica, Università di Firenze, Via della Lastruccia 3, I-50019 Sesto Fiorentino, Italy
| | - Matteo Cioni
- Dipartimento
di Chimica, Università di Firenze, Via della Lastruccia 3, I-50019 Sesto Fiorentino, Italy
| | - Piero Procacci
- Dipartimento
di Chimica, Università di Firenze, Via della Lastruccia 3, I-50019 Sesto Fiorentino, Italy
| | - Gianni Cardini
- Dipartimento
di Chimica, Università di Firenze, Via della Lastruccia 3, I-50019 Sesto Fiorentino, Italy
| | - Marco Pagliai
- Dipartimento
di Chimica, Università di Firenze, Via della Lastruccia 3, I-50019 Sesto Fiorentino, Italy
| | - Victor Volkov
- Dipartimento
di Chimica, Università di Firenze, Via della Lastruccia 3, I-50019 Sesto Fiorentino, Italy
| | - Riccardo Chelli
- Interdisciplinary
Biomedical Research Center, School of Science and Technology, Nottingham Trent University, Clifton Lane, Nottingham NG11 8NS, U.K
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