Cargando…
Exploring Routes to Enhance the Calculation of Free Energy Differences via Non-Equilibrium Work SQM/MM Switching Simulations Using Hybrid Charge Intermediates between MM and SQM Levels of Theory or Non-Linear Switching Schemes
Non-equilibrium work switching simulations and Jarzynski’s equation are a reliable method for computing free energy differences, [Formula: see text] , between two levels of theory, such as a pure molecular mechanical (MM) and a quantum mechanical/molecular mechanical (QM/MM) description of a system...
Autores principales: | , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10222338/ https://www.ncbi.nlm.nih.gov/pubmed/37241747 http://dx.doi.org/10.3390/molecules28104006 |
_version_ | 1785049674108895232 |
---|---|
author | Schöller, Andreas Woodcock, H. Lee Boresch, Stefan |
author_facet | Schöller, Andreas Woodcock, H. Lee Boresch, Stefan |
author_sort | Schöller, Andreas |
collection | PubMed |
description | Non-equilibrium work switching simulations and Jarzynski’s equation are a reliable method for computing free energy differences, [Formula: see text] , between two levels of theory, such as a pure molecular mechanical (MM) and a quantum mechanical/molecular mechanical (QM/MM) description of a system of interest. Despite the inherent parallelism, the computational cost of this approach can quickly become very high. This is particularly true for systems where the core region, the part of the system to be described at different levels of theory, is embedded in an environment such as explicit solvent water. We find that even for relatively simple solute–water systems, switching lengths of at least 5 ps are necessary to compute [Formula: see text] reliably. In this study, we investigate two approaches towards an affordable protocol, with an emphasis on keeping the switching length well below 5 ps. Inserting a hybrid charge intermediate state with modified partial charges, which resembles the charge distribution of the desired high level, makes it possible to obtain reliable calculations with 2 ps switches. Attempts using step-wise linear switching paths, on the other hand, did not lead to improvement, i.e., a faster convergence for all systems. To understand these findings, we analyzed the solutes’ properties as a function of the partial charges used and the number of water molecules in direct contact with the solute, and studied the time needed for water molecules to reorient themselves upon a change in the solute’s charge distribution. |
format | Online Article Text |
id | pubmed-10222338 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-102223382023-05-28 Exploring Routes to Enhance the Calculation of Free Energy Differences via Non-Equilibrium Work SQM/MM Switching Simulations Using Hybrid Charge Intermediates between MM and SQM Levels of Theory or Non-Linear Switching Schemes Schöller, Andreas Woodcock, H. Lee Boresch, Stefan Molecules Article Non-equilibrium work switching simulations and Jarzynski’s equation are a reliable method for computing free energy differences, [Formula: see text] , between two levels of theory, such as a pure molecular mechanical (MM) and a quantum mechanical/molecular mechanical (QM/MM) description of a system of interest. Despite the inherent parallelism, the computational cost of this approach can quickly become very high. This is particularly true for systems where the core region, the part of the system to be described at different levels of theory, is embedded in an environment such as explicit solvent water. We find that even for relatively simple solute–water systems, switching lengths of at least 5 ps are necessary to compute [Formula: see text] reliably. In this study, we investigate two approaches towards an affordable protocol, with an emphasis on keeping the switching length well below 5 ps. Inserting a hybrid charge intermediate state with modified partial charges, which resembles the charge distribution of the desired high level, makes it possible to obtain reliable calculations with 2 ps switches. Attempts using step-wise linear switching paths, on the other hand, did not lead to improvement, i.e., a faster convergence for all systems. To understand these findings, we analyzed the solutes’ properties as a function of the partial charges used and the number of water molecules in direct contact with the solute, and studied the time needed for water molecules to reorient themselves upon a change in the solute’s charge distribution. MDPI 2023-05-10 /pmc/articles/PMC10222338/ /pubmed/37241747 http://dx.doi.org/10.3390/molecules28104006 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Schöller, Andreas Woodcock, H. Lee Boresch, Stefan Exploring Routes to Enhance the Calculation of Free Energy Differences via Non-Equilibrium Work SQM/MM Switching Simulations Using Hybrid Charge Intermediates between MM and SQM Levels of Theory or Non-Linear Switching Schemes |
title | Exploring Routes to Enhance the Calculation of Free Energy Differences via Non-Equilibrium Work SQM/MM Switching Simulations Using Hybrid Charge Intermediates between MM and SQM Levels of Theory or Non-Linear Switching Schemes |
title_full | Exploring Routes to Enhance the Calculation of Free Energy Differences via Non-Equilibrium Work SQM/MM Switching Simulations Using Hybrid Charge Intermediates between MM and SQM Levels of Theory or Non-Linear Switching Schemes |
title_fullStr | Exploring Routes to Enhance the Calculation of Free Energy Differences via Non-Equilibrium Work SQM/MM Switching Simulations Using Hybrid Charge Intermediates between MM and SQM Levels of Theory or Non-Linear Switching Schemes |
title_full_unstemmed | Exploring Routes to Enhance the Calculation of Free Energy Differences via Non-Equilibrium Work SQM/MM Switching Simulations Using Hybrid Charge Intermediates between MM and SQM Levels of Theory or Non-Linear Switching Schemes |
title_short | Exploring Routes to Enhance the Calculation of Free Energy Differences via Non-Equilibrium Work SQM/MM Switching Simulations Using Hybrid Charge Intermediates between MM and SQM Levels of Theory or Non-Linear Switching Schemes |
title_sort | exploring routes to enhance the calculation of free energy differences via non-equilibrium work sqm/mm switching simulations using hybrid charge intermediates between mm and sqm levels of theory or non-linear switching schemes |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10222338/ https://www.ncbi.nlm.nih.gov/pubmed/37241747 http://dx.doi.org/10.3390/molecules28104006 |
work_keys_str_mv | AT schollerandreas exploringroutestoenhancethecalculationoffreeenergydifferencesvianonequilibriumworksqmmmswitchingsimulationsusinghybridchargeintermediatesbetweenmmandsqmlevelsoftheoryornonlinearswitchingschemes AT woodcockhlee exploringroutestoenhancethecalculationoffreeenergydifferencesvianonequilibriumworksqmmmswitchingsimulationsusinghybridchargeintermediatesbetweenmmandsqmlevelsoftheoryornonlinearswitchingschemes AT boreschstefan exploringroutestoenhancethecalculationoffreeenergydifferencesvianonequilibriumworksqmmmswitchingsimulationsusinghybridchargeintermediatesbetweenmmandsqmlevelsoftheoryornonlinearswitchingschemes |