Fast and Accurate Dynamic Simulations of Biological Systems
Fast and Accurate Dynamic Simulations of Biological Systems
批准号:
8592647
负责人:
Jianguo Yu
金额:
$14.31万
依托单位:
依托单位国家:
美国
项目类别:
财政年份:
2013
资助国家:
美国
项目状态:
已结题
起止时间:
2013-09-01 至 2015-10-31
关键词:
AffinityArtsBehaviorBindingBinding ProteinsBinding SitesBiochemical ReactionBiologicalCharacteristicsChargeChemical ModelsComputer SimulationDataData CompressionElectrostaticsEnvironmentEnzymesEquilibriumEvaluationFibrinogenFree EnergyHybridsHydrophobicityLeadLigand BindingLigandsLiteratureMechanicsMethodsModelingMolecularMolecular ModelsNatureNucleic AcidsOpticsPharmaceutical PreparationsPhaseProcessProductivityPropertyProteinsReactionReadingRelative (related person)RestSamplingSchemeScientistSmall Business Innovation Research GrantSolutionsSolventsSpeedStagingStructureSystemTechnologyThermodynamicsTimeTreesanergybasebiological researchbiological systemschemical reactiondrug discoveryelectron densityimprovedmethyl groupmolecular dynamicsmolecular modelingnew technologypractical applicationpublic health relevancequantumresearch and developmentresearch studysimulationsoftware developmenttheories
中文摘要
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英文摘要
DESCRIPTION: Molecular simulations have been widely applied to determine the structures and thermodynamic properties of organic compounds, the conformational characteristics and reactivity of proteins and nucleic acids, and the ligand-protein bindings. Still, the scope of the applications has been limited by the balance between accuracy and computational speed. In particular, the popular quantum-mechanical/molecular mechanical (QM/MM) approach has been largely limited to the single-configuration calculations due to the fact that QM computation is slow to be subject to dynamic sampling needed for the evaluation of free energy. In this SBIR application, we propose a software development based on a technology that will drastically shift this balance in QM/MM computation. Our new technology, called QM/MM-MFEP (minimum free energy path), will speeds up the combined QM/MM dynamic simulations hundreds of times. It achieves the efficiency gain by computing the dynamics of the MM subsystem separately from the QM subsystem such that the QM problem is solved with the averaged effect of the MM environment based on rigorous theory. In the Phase I of this project, we plan to make robust and efficient implementation of QM/MM-MFEP for solvation that will calculate accurately and efficiently the free-energy profiles of chemical reactions and relative free energies of ligands in
solution, both of which are essential in the modeling of chemical and biological applications and practical applications in drug discovery. We will also improve the computation of the QM and MM electrostatic potential. In Phase II we will aim to enable free energy calculations of enzymatic reactions and ligand-protein binding affinities, and pKa's of ligands. The end product will be a QM/MM package that combines the best of the QM and MM, i.e. the QM accuracy and MM statistical simulation of the condensed phase, and afford its users routine simulations of reactions, binding affinities and solvation effects in condensed phases with high accuracy and significantly expand the reach of molecular modeling.
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