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1.
J Chem Theory Comput ; 12(3): 1040-51, 2016 Mar 08.
Artigo em Inglês | MEDLINE | ID: mdl-26881315

RESUMO

In constant pH molecular dynamics simulations, the protonation states of titratable sites can respond to changes of the pH and of their electrostatic environment. Consequently, the number of protons bound to the biomolecule, and therefore the overall charge of the system, fluctuates during the simulation. To avoid artifacts associated with a non-neutral simulation system, we introduce an approach to maintain neutrality of the simulation box in constant pH molecular dynamics simulations, while maintaining an accurate description of all protonation fluctuations. Specifically, we introduce a proton buffer that, like a buffer in experiment, can exchange protons with the biomolecule enabling its charge to fluctuate. To keep the total charge of the system constant, the uptake and release of protons by the buffer are coupled to the titration of the biomolecule with a constraint. We find that, because the fluctuation of the total charge (number of protons) of a typical biomolecule is much smaller than the number of titratable sites of the biomolecule, the number of buffer sites required to maintain overall charge neutrality without compromising the charge fluctuations of the biomolecule, is typically much smaller than the number of titratable sites, implying markedly enhanced simulation and sampling efficiency.


Assuntos
Simulação de Dinâmica Molecular , Proteínas/química , Prótons , Soluções Tampão , Concentração de Íons de Hidrogênio , Termodinâmica
2.
J Phys Chem B ; 116(32): 9690-703, 2012 Aug 16.
Artigo em Inglês | MEDLINE | ID: mdl-22804733

RESUMO

Amt-1 from Archaeoglobus fulgidus (AfAmt-1) belongs to the Amt/Rh family of ammonium/ammonia transporting membrane proteins. The transport mode and the precise microscopic permeation mechanism utilized by these proteins are intensely debated. Open questions concern the identity of the transported substrate (ammonia and/or ammonium) and whether the transport is passive or active. To address these questions, we studied the overall thermodynamics of the different transport modes as a function of the environmental conditions. Then, we investigated the thermodynamics of the underlying microscopic transport mechanisms with free energy calculations within a continuum electrostatics model. The formalism developed for this purpose is of general utility in the calculation of binding free energies for ligands with multiple protonation forms or other binding forms. The results of our calculations are compared to the available experimental and theoretical data on Amt/Rh proteins and discussed in light of the current knowledge on the physiological conditions experienced by microorganisms and plants. We found that microscopic models of electroneutral and electrogenic transport modes are in principle thermodynamically viable. However, only the electrogenic variants have a net thermodynamic driving force under the physiological conditions experienced by microorganisms and plants. Thus, the transport mechanism of AfAmt-1 is most likely electrogenic.


Assuntos
Proteínas Arqueais/química , Archaeoglobus fulgidus/metabolismo , Proteínas de Membrana Transportadoras/química , Termodinâmica , Proteínas Arqueais/metabolismo , Archaeoglobus fulgidus/química , Transporte Biológico , Proteínas de Membrana Transportadoras/metabolismo , Método de Monte Carlo
3.
J Comput Chem ; 33(8): 887-900, 2012 Mar 30.
Artigo em Inglês | MEDLINE | ID: mdl-22278916

RESUMO

Generalized Monte Carlo titration (GMCT) is a versatile suite of computer programs for the efficient simulation of complex macromolecular receptor systems as for example proteins. The computational model of the system is based on a microstate description of the receptor and an average description of its surroundings in terms of chemical potentials. The receptor can be modeled in great detail including conformational flexibility and many binding sites with multiple different forms that can bind different ligand types. Membrane embedded systems can be modeled including electrochemical potential gradients. Overall properties of the receptor as well as properties of individual sites can be studied with a variety of different Monte Carlo (MC) simulation methods. Metropolis MC, Wang-Landau MC and efficient free energy calculation methods are included. GMCT is distributed as free open source software at www.bisb.uni-bayreuth.de under the terms of the GNU Affero General Public License.


Assuntos
Azurina/química , Proteínas de Bactérias/química , Simulação por Computador , Modelos Moleculares , Pseudomonas aeruginosa/química , Software , Sítios de Ligação , Ligantes , Método de Monte Carlo , Ácido Pentético/química , Termodinâmica
4.
J Phys Chem B ; 115(34): 10346-59, 2011 Sep 01.
Artigo em Inglês | MEDLINE | ID: mdl-21774518

RESUMO

We used free energy calculations within a continuum electrostatics model to analyze the coupling of protonation, reduction, and conformational change in azurin from Pseudomonas aeruginosa (PaAz). PaAz was characterized extensively with a variety of experimental methods. Experimentally determined pK(a) values and pH-dependent reduction potentials are used to validate our computational model. It is well-known from experiment that the reduction of the copper center is coupled to the protonation of at least two titratable residues (His-35 and His-83) and to the flip of the peptide bond between Pro-36 and Gly-37. Free energy measures of cooperativity are used for a detailed analysis of the coupling between protonation, reduction, and conformational change in PaAz. The reduction of the copper center, the protonation of His-35, and peptide flip are shown to be cooperative. Our results show that cooperativity free energies are useful in detecting and quantifying thermodynamic coupling between events in biomolecular systems. The protonation of His-35 and the peptide flip are found to be so tightly coupled that these events happen effectively concerted. This concerted change results in a marked alteration of the electrostatic surface potential of azurin that might affect the interaction of azurin with its binding partners.


Assuntos
Azurina/química , Azurina/metabolismo , Prótons , Pseudomonas aeruginosa , Concentração de Íons de Hidrogênio , Simulação de Dinâmica Molecular , Oxirredução , Conformação Proteica , Termodinâmica
5.
J Phys Chem B ; 115(3): 507-21, 2011 Jan 27.
Artigo em Inglês | MEDLINE | ID: mdl-21175142

RESUMO

We present a generalized free energy perturbation theory that is inspired by Monte Carlo techniques and based on a microstate description of a transformation between two states of a physical system. It is shown that the present free energy perturbation theory stated by the Zwanzig equation follows as a special case of our theory. Our method uses a stochastic mapping of the end states that associates a given microstate from one ensemble with a microstate from the adjacent ensemble according to a probability distribution. In contrast, previous free energy perturbation methods use a static, deterministic mapping that associates fixed pairs of microstates from the two ensembles. The advantages of our approach are that end states of differing configuration space volume can be treated easily also in the case of discrete configuration spaces and that the method does not require the potentially cumbersome search for an optimal deterministic mapping. The application of our theory is illustrated by some example problems. We discuss practical applications for which our findings could be relevant and point out perspectives for further development of the free energy perturbation theory.


Assuntos
Modelos Teóricos , Termodinâmica , Simulação por Computador , Entropia , Modelos Moleculares , Método de Monte Carlo
6.
J Phys Chem B ; 111(11): 2957-68, 2007 Mar 22.
Artigo em Inglês | MEDLINE | ID: mdl-17388409

RESUMO

Charge transfer through biological macromolecules is essential for many biological processes such as, for instance, photosynthesis and respiration. Protons or electrons are transferred between titratable residues or redox-active cofactors, respectively. Transfer rates between these sites depend on the current charge configuration of neighboring sites. Here, we formulate the kinetics of charge-transfer systems in a microstate formalism. A unique transfer rate constant can be assigned to the interconversion of microstates. Mutual interactions between sites participating in the transfer reactions are naturally taken into account. The formalism is applied to the kinetics of electron transfer in the tetraheme subunit and the special pair of the reaction center of Blastochloris viridis. It is shown that continuum electrostatic calculations can be used in combination with an existing empirical rate law to obtain electron-transfer rate constants. The re-reduction kinetics of the photo-oxidized special pair simulated in a microstate formalism is shown to be in good agreement with experimental data. A flux analysis is used to follow the individual electron-transfer steps.


Assuntos
Elétrons , Heme/química , Hyphomicrobiaceae/enzimologia , Fotossíntese , Simulação por Computador , Cinética , Oxirredução , Complexo de Proteínas do Centro de Reação Fotossintética/química , Complexo de Proteínas do Centro de Reação Fotossintética/metabolismo , Probabilidade , Subunidades Proteicas/química , Subunidades Proteicas/metabolismo , Solventes , Fatores de Tempo
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