Experimentally Guided Modeling and Simulation for Cholera Dynamics
Experimentally Guided Modeling and Simulation for Cholera Dynamics
批准号:
9811932
负责人:
Jin Wang
金额:
$34.0万
依托单位国家:
美国
项目类别:
财政年份:
2019
资助国家:
美国
项目状态:
已结题
起止时间:
2019-09-01 至 2023-08-31
关键词:
AddressAfricaAmericasAsiaBacteriaBacteriophagesBiologicalBiomedical EngineeringCholeraCholera ToxinClinical ResearchCommunicable DiseasesComplexComputer SimulationComputing MethodologiesDataDeveloping CountriesDevelopmentDisease ManagementDisease OutbreaksEnvironmentEpidemicEpidemiologyEvaluationEvolutionFoundationsFrequenciesGoalsGram-Negative BacteriaGuidelinesHigh Performance ComputingHumanHuman bodyIndividualKnowledgeKnowledge DiscoveryLinkMathematicsMethodsMicrobiologyMissionModelingNumeric Rating ScalePlayPolicy DevelopmentsPopulationPrevention programPreventive InterventionPublic HealthPublic Health AdministrationReportingResearchRiskRoleScienceSeveritiesShapesSolidSourceTheoretical StudiesTimeTriad Acrylic ResinUnited States National Institutes of HealthVibrio choleraeVibrio cholerae infectionViralVirulenceVirulentWorld Health Organizationdesigndisorder preventionexperimental studyimprovedinnovationinsightinterdisciplinary collaborationinterestintervention programknowledge baselaboratory experimentmathematical analysismathematical modelmodels and simulationpathogenresponsesimulationsuccesstransmission processwaterbornewaterborne infection
中文摘要
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英文摘要
Project Summary/Abstract
Cholera, a severe waterborne infection caused by virulent strains of the bacterium Vibrio cholerae, remains
a significant public heath burden in the developing world. In recent years, it has expanded in Africa and
South Asia and re-emerged in the Americas, with an estimated 2 -- 4 million of cases per year reported by
the World Health Organization (WHO). Effective outbreak response and control strategies for cholera rely
on an analysis of the epidemiologic triad of pathogen, host, and environment and a deep understanding of
their underlying dynamics. There is currently a paucity of research examining such dynamics. Particularly,
the bacterial dynamics associated with the pathogen Vibrio cholerae are a critical, yet not well understood,
factor that shapes the complex epidemics and endemics of cholera. The overall objective of this proposal
is to establish a new mathematical and computational cholera modeling framework, guided by biological
experiments, to investigate the pathogen dynamics in the environment and within the human body. To
achieve this objective, we will pursue three specific aims: (1) Modeling the environmental bacterial
dynamics; (2) Modeling the within-host bacterial dynamics; and (3) Linking and computing the between-
host/within-host dynamics. The proposed research is significant because it is expected to vertically
advance our current understanding of cholera dynamics, particularly the bacterial evolution in the
environment and within the human body, which spans vastly different time scales and which is important
for the control and management of cholera. The approach is innovative in the development of a
sophisticated, multi-scale mathematical framework that incorporates detailed dynamics of the pathogen
evolution in the environment and pathogen-host interaction within the human body, and in the integration
of rigorous mathematical modeling and analysis, intensive and advanced computation, carefully designed
biological experiments, and realistic epidemic data. The project represents an interdisciplinary
collaboration among an applied and computational mathematician with long-term interest in cholera
modeling, a microbiologist, and a bioengineer. The success of this project will not only build a solid
knowledge base for the complex dynamics of cholera, but also provide important guidelines for the public
health administrations in disease management and policy development.
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