Multiscale modeling to map cardiac electrophysiology between species
Multiscale modeling to map cardiac electrophysiology between species
批准号:
9282978
负责人:
DAVID J. CHRISTINI
金额:
$65.42万
依托单位国家:
美国
项目类别:
财政年份:
2017
资助国家:
美国
项目状态:
已结题
起止时间:
2017-04-15 至 2022-01-31
关键词:
Action PotentialsAddressArrhythmiaBehaviorCalciumCalibrationCardiacCardiac Electrophysiologic TechniquesCardiac MyocytesCardiac developmentCell modelCellsClosure by clampComplementComplexComputer SimulationComputing MethodologiesCouplingDevelopmentDimensionsEventExhibitsGoalsHeartHeterogeneityHumanIndividualIon ChannelLaboratoriesLinkMapsMembrane PotentialsMethodologyMethodsModelingMolecularMuscle CellsOryctolagus cuniculusParticipantPharmaceutical PreparationsPhysiologicalPopulationPopulation HeterogeneityPrediction of Response to TherapyProcessProteinsProtocols documentationPumpResearchRiskSamplingSystemTechniquesTestingTissue ModelTissuesUnited StatesVariantVentricularVentricular ArrhythmiaWorkbasecell typecellular developmentcomputer studiesexperimental studyheart cellimprovedinduced pluripotent stem cellinnovationinsightkillingsmathematical modelmethod developmentmodel developmentmortalitymulti-scale modelingnovelnovel strategiespredicting responsepredictive modelingpreventresponsesimulationsudden cardiac deathsynergismvirtual
中文摘要
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英文摘要
PROJECT SUMMARY
The overall goal of this U01 application is to develop novel approaches for multiscale modeling in cardiac
electrophysiology and arrhythmia research. To accomplish this goal, we will use innovative combinations of
experimental and computational studies at multiple spatial scales and across multiple conceptual scales.
Because cardiac cells are complex systems involving dozens of interacting molecular entities, mathematical
modeling has long been a valuable technique for uncovering arrhythmia mechanisms. However, established
methods for combining modeling with experiments have important limitations, including: (1) most studies test
only a limited number of model predictions; (2) models usually predict the response of a sample considered
representative of a population, thereby ignoring differences between individuals; and (3) tissue-level
simulations may incorporate physiological differences between regions but do not account for the fact that
each cell in the tissue is different.
We will address these limitations using innovative and synergistic computational and experimental
methodologies developed by the PIs. These methods allow for rigorous parameter estimation, systematic and
quantitative predictions, and testing multiple perturbations in each experimental sample, and quantitative
mappings between different cell types. To achieve our overall goals, we propose to:
1. improve heart cell models through rigorous experimental testing and the development of mathematical
models specific to each cell studied.
2. calibrate models of heterogeneous cell populations and experimentally test predictions regarding ionic
current variation and co-variation across populations
3. develop models to predict the effects of perturbations in one species based on recordings made in a
different species
4. predict how variability between individual cells influences arrhythmia risk at the tissue level.
The research is likely to demonstrate improved, broadly applicable methods for rigorous and systematic
coupling between experiments and simulations at multiple spatial scales. By so doing, the combined studies
will provide important insight into the consequences of variability at both the cellular and tissue levels.
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依托单位:
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财政年份:2009
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负责人:DAVID J. CHRISTINI
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依托单位:
Mechanisms of Cardiac Alternans
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依托单位:
Tri-Institutional Training Program in Computational Biology and Medicine
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依托单位:
海外基金