Cargando…
Accurate pK(a) Calculations in Proteins with Reactive Molecular Dynamics Provide Physical Insight Into the Electrostatic Origins of Their Values
[Image: see text] Classical molecular dynamics simulations are a versatile tool in the study of biomolecular systems, but they usually rely on a fixed bonding topology, precluding the explicit simulation of chemical reactivity. Certain modifications can permit the modeling of reactions. One such met...
Autores principales: | , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Chemical Society
2022
|
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9528908/ https://www.ncbi.nlm.nih.gov/pubmed/36106487 http://dx.doi.org/10.1021/acs.jpcb.2c04899 |
_version_ | 1784801390541930496 |
---|---|
author | Zuchniarz, Joshua Liu, Yu Li, Chenghan Voth, Gregory A. |
author_facet | Zuchniarz, Joshua Liu, Yu Li, Chenghan Voth, Gregory A. |
author_sort | Zuchniarz, Joshua |
collection | PubMed |
description | [Image: see text] Classical molecular dynamics simulations are a versatile tool in the study of biomolecular systems, but they usually rely on a fixed bonding topology, precluding the explicit simulation of chemical reactivity. Certain modifications can permit the modeling of reactions. One such method, multiscale reactive molecular dynamics, makes use of a linear combination approach to describe condensed-phase free energy surfaces of reactive processes of biological interest. Before these simulations can be performed, models of the reactive moieties must first be parametrized using electronic structure data. A recent study demonstrated that gas-phase electronic structure data can be used to derive parameters for glutamate and lysine which reproduce experimental pK(a) values in both bulk water and the staphylococcal nuclease protein with remarkable accuracy and transferability between the water and protein environments. In this work, we first present a new model for aspartate derived in similar fashion and demonstrate that it too produces accurate pK(a) values in both bulk and protein contexts. We also describe a modification to the prior methodology, involving refitting some of the classical force field parameters to density functional theory calculations, which improves the transferability of the existing glutamate model. Finally and most importantly, this reactive molecular dynamics approach, based on rigorous statistical mechanics, allows one to specifically analyze the fundamental physical causes for the marked pK(a) shift of both aspartate and glutamate between bulk water and protein and also to demonstrate that local steric and electrostatic effects largely explain the observed differences. |
format | Online Article Text |
id | pubmed-9528908 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | American Chemical Society |
record_format | MEDLINE/PubMed |
spelling | pubmed-95289082023-09-15 Accurate pK(a) Calculations in Proteins with Reactive Molecular Dynamics Provide Physical Insight Into the Electrostatic Origins of Their Values Zuchniarz, Joshua Liu, Yu Li, Chenghan Voth, Gregory A. J Phys Chem B [Image: see text] Classical molecular dynamics simulations are a versatile tool in the study of biomolecular systems, but they usually rely on a fixed bonding topology, precluding the explicit simulation of chemical reactivity. Certain modifications can permit the modeling of reactions. One such method, multiscale reactive molecular dynamics, makes use of a linear combination approach to describe condensed-phase free energy surfaces of reactive processes of biological interest. Before these simulations can be performed, models of the reactive moieties must first be parametrized using electronic structure data. A recent study demonstrated that gas-phase electronic structure data can be used to derive parameters for glutamate and lysine which reproduce experimental pK(a) values in both bulk water and the staphylococcal nuclease protein with remarkable accuracy and transferability between the water and protein environments. In this work, we first present a new model for aspartate derived in similar fashion and demonstrate that it too produces accurate pK(a) values in both bulk and protein contexts. We also describe a modification to the prior methodology, involving refitting some of the classical force field parameters to density functional theory calculations, which improves the transferability of the existing glutamate model. Finally and most importantly, this reactive molecular dynamics approach, based on rigorous statistical mechanics, allows one to specifically analyze the fundamental physical causes for the marked pK(a) shift of both aspartate and glutamate between bulk water and protein and also to demonstrate that local steric and electrostatic effects largely explain the observed differences. American Chemical Society 2022-09-15 2022-09-29 /pmc/articles/PMC9528908/ /pubmed/36106487 http://dx.doi.org/10.1021/acs.jpcb.2c04899 Text en © 2022 American Chemical Society https://creativecommons.org/licenses/by-nc-nd/4.0/Permits non-commercial access and re-use, provided that author attribution and integrity are maintained; but does not permit creation of adaptations or other derivative works (https://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Zuchniarz, Joshua Liu, Yu Li, Chenghan Voth, Gregory A. Accurate pK(a) Calculations in Proteins with Reactive Molecular Dynamics Provide Physical Insight Into the Electrostatic Origins of Their Values |
title | Accurate pK(a) Calculations
in Proteins with Reactive Molecular Dynamics Provide Physical Insight
Into the Electrostatic Origins of Their Values |
title_full | Accurate pK(a) Calculations
in Proteins with Reactive Molecular Dynamics Provide Physical Insight
Into the Electrostatic Origins of Their Values |
title_fullStr | Accurate pK(a) Calculations
in Proteins with Reactive Molecular Dynamics Provide Physical Insight
Into the Electrostatic Origins of Their Values |
title_full_unstemmed | Accurate pK(a) Calculations
in Proteins with Reactive Molecular Dynamics Provide Physical Insight
Into the Electrostatic Origins of Their Values |
title_short | Accurate pK(a) Calculations
in Proteins with Reactive Molecular Dynamics Provide Physical Insight
Into the Electrostatic Origins of Their Values |
title_sort | accurate pk(a) calculations
in proteins with reactive molecular dynamics provide physical insight
into the electrostatic origins of their values |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9528908/ https://www.ncbi.nlm.nih.gov/pubmed/36106487 http://dx.doi.org/10.1021/acs.jpcb.2c04899 |
work_keys_str_mv | AT zuchniarzjoshua accuratepkacalculationsinproteinswithreactivemoleculardynamicsprovidephysicalinsightintotheelectrostaticoriginsoftheirvalues AT liuyu accuratepkacalculationsinproteinswithreactivemoleculardynamicsprovidephysicalinsightintotheelectrostaticoriginsoftheirvalues AT lichenghan accuratepkacalculationsinproteinswithreactivemoleculardynamicsprovidephysicalinsightintotheelectrostaticoriginsoftheirvalues AT vothgregorya accuratepkacalculationsinproteinswithreactivemoleculardynamicsprovidephysicalinsightintotheelectrostaticoriginsoftheirvalues |