Molecular dynamics simulation with improved polarized protein-specific charge

Development of force fields is important for investigating various biological processes by using molecular dynamics simulations. The majority of the force fields treat the electronic polarizability implicitly, which limit the accuracy of molecular models for some biological systems. One newly develo...

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Main Author: Wei, Caiyi
Other Authors: Zhang Dawei
Format: Theses and Dissertations
Language:English
Published: 2013
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Online Access:https://hdl.handle.net/10356/53521
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-535212023-02-28T23:52:22Z Molecular dynamics simulation with improved polarized protein-specific charge Wei, Caiyi Zhang Dawei School of Physical and Mathematical Sciences DRNTU::Science::Chemistry::Physical chemistry::Quantum chemistry DRNTU::Science::Biological sciences::Biochemistry DRNTU::Science::Chemistry::Physical chemistry::Molecular structure and bonding DRNTU::Science::Chemistry::Analytical chemistry::Proteins Development of force fields is important for investigating various biological processes by using molecular dynamics simulations. The majority of the force fields treat the electronic polarizability implicitly, which limit the accuracy of molecular models for some biological systems. One newly developed force field termed polarized protein specific charge (PPC) contains an accurate description of electrostatic polarization effect, which is a vast improvement in developing force fields. In this thesis, the new force field is applied in molecular dynamics simulations to investigate the role of electrostatic polarization effect in these simulation processes. Three different PPC charges calculation strategies were designed: 3-step charge update scheme, on-the-fly charge update scheme and static charges. Since protein structure dramatically changes during the folding period, static and conformational-depended charges are not able to characterize the real electronic distribution in accordance to immediate protein structure. Therefore, the first two schemes, which periodically update charges, were used in Trp-cage protein and polyalanine peptides folding simulations, respectively. The thermodynamic properity of Trp-cage protein was better predicted by considering the polarizability. The calculated melting temperature Tm≈325K was in close agreement with experimental results. In folding studies of polyalanine peptides, the native protein conformations are better predicted by considering the important electrostatic polarizability in protein folding performances. For the third charge calculation strategy: static PPC charges are feasible in studying a protein system without large conformational change. In this thesis, this method was applied in predicting the redox potential of cupredoxin protein and investigating the role of electrostatic polarization effect in determination of reduction potential. With increasing extent of polarization effect accounted, the calculated redox potential shift was more accurate comparing with the experimental data. In this thesis, the significance role of electrostatic polarization effect played in molecular dynamics was highlighted. Force fields containing the polarization effect is a way to improve the accuracy of molecular dynamics studies. DOCTOR OF PHILOSOPHY (SPMS) 2013-06-04T08:27:21Z 2013-06-04T08:27:21Z 2013 2013 Thesis Wei, C. (2013). Molecular dynamics simulation with improved polarized protein-specific charge. Doctoral thesis, Nanyang Technological University, Singapore. https://hdl.handle.net/10356/53521 10.32657/10356/53521 en 144 p. application/pdf
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic DRNTU::Science::Chemistry::Physical chemistry::Quantum chemistry
DRNTU::Science::Biological sciences::Biochemistry
DRNTU::Science::Chemistry::Physical chemistry::Molecular structure and bonding
DRNTU::Science::Chemistry::Analytical chemistry::Proteins
spellingShingle DRNTU::Science::Chemistry::Physical chemistry::Quantum chemistry
DRNTU::Science::Biological sciences::Biochemistry
DRNTU::Science::Chemistry::Physical chemistry::Molecular structure and bonding
DRNTU::Science::Chemistry::Analytical chemistry::Proteins
Wei, Caiyi
Molecular dynamics simulation with improved polarized protein-specific charge
description Development of force fields is important for investigating various biological processes by using molecular dynamics simulations. The majority of the force fields treat the electronic polarizability implicitly, which limit the accuracy of molecular models for some biological systems. One newly developed force field termed polarized protein specific charge (PPC) contains an accurate description of electrostatic polarization effect, which is a vast improvement in developing force fields. In this thesis, the new force field is applied in molecular dynamics simulations to investigate the role of electrostatic polarization effect in these simulation processes. Three different PPC charges calculation strategies were designed: 3-step charge update scheme, on-the-fly charge update scheme and static charges. Since protein structure dramatically changes during the folding period, static and conformational-depended charges are not able to characterize the real electronic distribution in accordance to immediate protein structure. Therefore, the first two schemes, which periodically update charges, were used in Trp-cage protein and polyalanine peptides folding simulations, respectively. The thermodynamic properity of Trp-cage protein was better predicted by considering the polarizability. The calculated melting temperature Tm≈325K was in close agreement with experimental results. In folding studies of polyalanine peptides, the native protein conformations are better predicted by considering the important electrostatic polarizability in protein folding performances. For the third charge calculation strategy: static PPC charges are feasible in studying a protein system without large conformational change. In this thesis, this method was applied in predicting the redox potential of cupredoxin protein and investigating the role of electrostatic polarization effect in determination of reduction potential. With increasing extent of polarization effect accounted, the calculated redox potential shift was more accurate comparing with the experimental data. In this thesis, the significance role of electrostatic polarization effect played in molecular dynamics was highlighted. Force fields containing the polarization effect is a way to improve the accuracy of molecular dynamics studies.
author2 Zhang Dawei
author_facet Zhang Dawei
Wei, Caiyi
format Theses and Dissertations
author Wei, Caiyi
author_sort Wei, Caiyi
title Molecular dynamics simulation with improved polarized protein-specific charge
title_short Molecular dynamics simulation with improved polarized protein-specific charge
title_full Molecular dynamics simulation with improved polarized protein-specific charge
title_fullStr Molecular dynamics simulation with improved polarized protein-specific charge
title_full_unstemmed Molecular dynamics simulation with improved polarized protein-specific charge
title_sort molecular dynamics simulation with improved polarized protein-specific charge
publishDate 2013
url https://hdl.handle.net/10356/53521
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