Collaborative research: Geometric flow approach to implicit solvation modeling
Collaborative research: Geometric flow approach to implicit solvation modeling
批准号:
8841553
负责人:
Guowei Wei
金额:
$10.33万
依托单位国家:
美国
项目类别:
财政年份:
2009
资助国家:
美国
项目状态:
已结题
起止时间:
2009-08-01 至 2015-06-30
关键词:
AddressAffinityAlgorithmsAreaAutomobile DrivingBehaviorBindingBiologicalBiological ModelsBiological ProcessBiologyBiomedical ResearchChargeChemical ModelsChemicalsChemistryCommitCommunitiesComputer softwareComputer-Aided DesignCoupledDrug DesignEducationEducational CurriculumEducational process of instructingEducational workshopElectrostaticsEnsureEnvironmentEquationEquilibriumEvaluationFosteringFree EnergyFreedomGeometryIonsKineticsLeadLinkLiquid substanceLiteratureMathematical BiologyMechanicsMethodologyMethodsMicroscopicModelingMolecularMolecular ModelsMolecular StructureMutationPhysicsProcessPropertyResearchResearch PersonnelSamplingSolventsStructureStudentsSurfaceSurface PropertiesSurface TensionSystemThermodynamicsTitrationsTraining SupportValidationVariantaqueousbasedesignexperienceimage processinginnovationinterestintermolecular interactionmathematical analysismathematical methodsmolecular modelingmulti-scale modelingphysical propertypressureprogramssimulationsoftware developmentsolute
中文摘要
溶剂化是溶质分子与溶剂或离子在水环境中相互作用的基本过程。准确的溶剂化模型是定量描述和分析重要生物过程的必要先决条件,这些过程涉及蛋白质的折叠、相遇、识别和结合
英文摘要
Solvation is a fundamental process of interactions between solute molecules and solvent or ions in the aqueous environment. Accurate models of solvation are essential prerequisites for the quantitative description and analysis of important biological processes involving the folding, encounter, recognition, and binding of
biomolecular assemblies. Solvation models can be roughly divided into two classes: explicit ones that treat the solvent in molecular or atomic detail and implicit solvent models that treat the solvent as a dielectric continuum.
Because of their efficiency, implicit solvent models have become very popular for a variety of biological applications, including rational drug design, estimations of folding energies, binding affinities, pKa values, and the analysis of structure, mutation, and many other thermodynamic and kinetic quantities. However, ad hoc
assumptions about solvent-solute interfaces are currently used in most implicit solvent models, impeding their reliability, accuracy and efficiency.
The proposed project addresses this problem by developing a differential geometry-based multiscale framework. Upon energy minimization, our framework generates the interface between the continuum solvent and the discrete atomistic solute. In particular, variation of the full free energy functional gives rise to selfconsistently coupled geometric and Poisson-Boltzmann equations. The resulting equations will be solved with advanced algorithms. Extensive validations and applications are designed to ensure that the proposed multiscale paradigm yields accurate solvation properties.
The importance of implicit solvent models is supported by the thousands of applications in the literature.
The proposed research addresses serious limitations in existing models arising from ad hoc assumptions of the solvent-solute interface by the introduction of a new mathematical framework to construct physical interfaces. In total, this proposal offers an innovative approach to an important area in biomolecular modeling .
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DOI:
10.1103/physreve.88.062709
发表时间:
2013-12
期刊:
Physical review. E, Statistical, nonlinear, and soft matter physics
影响因子:
--
作者:
[Kelin Xia;G. Wei]
通讯作者:
Kelin Xia;G. Wei
DOI:
10.1016/j.jcp.2011.03.020
发表时间:
2011-06
期刊:
JOURNAL OF COMPUTATIONAL PHYSICS
影响因子:
4.1
作者:
[Zheng, Qiong, Chen, Duan, Wei, Guo-Wei]
通讯作者:
Wei, Guo-Wei
A molecular level prototype for mechanoelectrical transducer in mammalian hair cells.
哺乳动物毛细胞中机电转换器的分子水平原型。
DOI:
10.1007/s10827-013-0450-z
发表时间:
2013
期刊:
Journal of computational neuroscience
影响因子:
1.2
作者:
[Park,Jinkyoung, Wei,Guo-Wei]
通讯作者:
Wei,Guo-Wei
DOI:
10.1016/j.cam.2015.02.005
发表时间:
2015-09-01
期刊:
Journal of computational and applied mathematics
影响因子:
2.4
作者:
[Wang B, Xia K, Wei GW]
通讯作者:
Wei GW
DOI:
10.1137/110845690
发表时间:
2012
期刊:
SIAM review. Society for Industrial and Applied Mathematics
影响因子:
--
作者:
[Wei GW, Zheng Q, Chen Z, Xia K]
通讯作者:
Xia K
共 28 条
Discovery-Driven Mathematics and Artificial Intelligence for Biosciences and Drug Discovery
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批准号:10551576
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项目类别:
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财政年份:2023
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AI-based platform for predicting emerging vaccine-escape variants and designing mutation-proof antibodies
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财政年份:2022
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AI-based platform for predicting emerging vaccine-escape variants and designing mutation-proof antibodies
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批准号:10619001
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Synergistic integration of topology and machine learning for the predictions of protein-ligand binding affinities and mutation impacts
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批准号:10189006
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项目类别:
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资助金额:$11.64万
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财政年份:2018
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负责人:Guowei Wei
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依托单位:
Synergistic integration of topology and machine learning for the predictions of protein-ligand binding affinities and mutation impacts
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批准号:9756427
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项目类别:
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资助金额:$31.93万
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财政年份:2018
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负责人:Guowei Wei
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依托单位:
Collaborative research: Geometric flow approach to implicit solvation modeling
-
批准号:7905172
-
项目类别:
-
资助金额:$30.53万
-
财政年份:2009
-
负责人:Guowei Wei
-
依托单位:
Collaborative research: Geometric flow approach to implicit solvation modeling
-
批准号:8309088
-
项目类别:
-
资助金额:$30.79万
-
财政年份:2009
-
负责人:Guowei Wei
-
依托单位:
Collaborative research: Geometric flow approach to implicit solvation modeling
-
批准号:8116535
-
项目类别:
-
资助金额:$30.5万
-
财政年份:2009
-
负责人:Guowei Wei
-
依托单位:
海外基金