grant

Estimating the Seroincidence of Melioidosis, Typhoid Fever and Scrub Typhus from Cross-sectional Serosurveys

Organization UNIVERSITY OF CALIFORNIA AT DAVISLocation DAVIS, UNITED STATESPosted 21 Sept 2022Deadline 30 Apr 2027
NIHUS FederalResearch GrantFY20250-11 years oldAbdominal TyphusAcuteAddressAgeAntibodiesAntibody ResponseBayesian ModelingBayesian adaptive designsBayesian adaptive modelsBayesian belief networkBayesian belief updating modelBayesian frameworkBayesian hierarchical modelBayesian network modelBayesian nonparametric modelsBayesian spatial data modelBayesian spatial image modelsBayesian spatial modelsBayesian statistical modelsBayesian tracking algorithmsBloodBlood Reticuloendothelial SystemBlood SerumCausalityChildChild YouthChildren (0-21)ClinicalCommunicable DiseasesComplexComputational toolkitCoupledCross Sectional AnalysisCross-Sectional AnalysesCross-Sectional StudiesCross-Sectional SurveyDataData SetData SourcesDependenceDevelopmentDiagnosisDiagnosticDiseaseDisease Frequency SurveysDisorderEnrollmentEnteric FeverEpidemiologic MethodologyEpidemiologic MethodsEpidemiologic research methodologyEpidemiologic research methodsEpidemiological MethodsEpidemiological TechniquesEpidemiologyEtiologyFeverGeographyGoalsHealth Care ProfessionalHealth ProfessionalHealth SciencesHistoryImmunologyIncidenceIndiaInfectionInfectious DiseasesInfectious Diseases / LaboratoryInfectious Diseases ResearchInfectious DisorderInstitutionInternationalInterventionK01 AwardK01 MechanismK01 ProgramKineticsKnowledgeLeadershipLong-term cohort studyLongitudinal cohort studyMachine LearningMath ModelsMeasuresMelioidosisMentored Research Scientist Development AwardMentored Training AwardMentorsMentorshipMethodsMethods EpidemiologyMethods in epidemiologyModelingPerformancePersonsPopulationPreventative strategyPrevention strategyPreventive strategyProvincePublic HealthPyrexiaRecording of previous eventsReportingResearchResearch PriorityResearch ResourcesResearch Scientist Development AwardResearch SupportResourcesSamplingSchoolsScientistScrub TyphusSelection BiasSerologySeroprevalencesSerumShapesSymptomsThailandTimeTrainingTranslatingTransmissionTsutsugamushi DiseaseTsutsugamushi FeverTyphoidTyphoid FeverUndifferentiatedUniversitiesage associatedage correlatedage dependentage linkedage relatedage specificagesanalytical methodburden of diseaseburden of illnesscare seekingcausationcomputational toolboxcomputational toolscomputational toolsetcomputerized toolsdesigndesigningdevelopmentaldisease burdendisease causationenrollepidemiologicepidemiologicalevidence baseexperiencefebrilefebrisglobal healthhigh dimensionalityhistoriesinnovateinnovationinnovativeinternational partnershipinternational research partnershipkidsmachine based learningmathematic modelmathematical modelmathematical modelingpathogenpopulation basedprofessorprogramsprospectivepublic health interventionpublic health prioritiesresponseseroconversionserological markerserology surveyserosurveysexsimulationskill acquisitionskill developmentskillstooltransmission processtreatment strategyyoungster
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Full Description

SUMMARY/ABSTRACT
This mentored International Research Scientist Development Award (K01) from UC Davis and Mahidol

University-Thailand will support Dr. Kristen Aiemjoy, Assistant Professor of Epidemiology, to establish an

impactful, independent global health research program developing seroepidemiologic tools to measure and

reduce the burden on infectious diseases globally. In Thailand, a priority research need is scalable tools to

understand the population-level burden for etiologies of acute fever, with acute undifferentiated fever being the

second-leading cause of care-seeking nationwide. To meet this need, the scope of this K01 is to evaluate

innovative and pragmatic seroepidemiologic tools to characterize the population-level burden of three etiologies

of acute undifferentiated fever: scrub typhus, melioidosis, and typhoid fever. The Specific Aims are Aim 1A) To

model longitudinal antibody responses for scrub typhus and melioidosis and estimate peak antibody response,

decay rate, and decay shape, and Aim 1B) To determine if antibody responses vary according to age; Aim 2)

To develop an analytic approach for estimating the seroincidence of scrub typhus, melioidosis and typhoid fever

from cross-sectional survey data; and Aim 3) To quantify the magnitude of selection bias induced by a school-

based sample relative to a random population-based sample when estimating the incidence of scrub typhus,

melioidosis, and typhoid fever. Data sources for the research strategy include existing longitudinal data from

confirmed melioidosis, scrub typhus, and typhoid fever cases; high-dimensional simulated data; and prospective

population-level serosurveys in Nong Khai province in Northeast Thailand. The research aims are paired with

training goals designed to provide Dr. Aiemjoy with the skills and experiences necessary to build an independent

global health research program. The specific training goals are to 1) acquire technical proficiency in the

fundamental immunology of scrub typhus, enteric fever, melioidosis infections relevant for seroepidemiology; 2)

establish expertise in innovative analytic approaches and computation tools for serologic data; and 3) cultivate

the leadership, professional skills, and research partnerships necessary to become an independent global health

research scientist. The training plan will be guided by a team of experienced mentors led by Dr. Narisara

Chantratita (primary co-mentor, Mahidol University), a globally recognized leader in melioidosis immunology with

over 30 years of clinical and laboratory infectious disease research in Thailand. Dr. Jason Andrews (primary co-

mentor, Stanford University), a clinical scientist with expertise in statistical inference and mathematical modeling,

will provide mentorship to evaluate diagnostics and interventions for tropical infectious diseases. The prolonged

field experience and collaborative research supported by this IRSDA-K01, coupled with strong institutional

support from UC Davis (Dr. Pollock, UCD Chair of Public Health Sciences and professional development

mentor), will cultivate a sustained international research partnership with Dr. Aiemjoy and Mahidol University

aimed at reducing the burden of infectious disease in Thailand and Globally.

Grant Number: 5K01TW012177-04
NIH Institute/Center: NIH

Principal Investigator: Kristen Aiemjoy

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