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Pediatric septic acute kidney injury: personalizing antibiotic dosing through understanding acute kidney injury risk factors and biomarker profiles

Pediatric septic acute kidney injury: personalizing antibiotic dosing through understanding acute kidney injury risk factors and biomarker profiles
儿科脓毒症急性肾损伤:通过了解急性肾损伤危险因素和生物标志物概况来个性化抗生素剂量
批准号:
10540698
负责人:
Julie C. Hollows Fitzgerald
金额:
$15.51万
依托单位国家:
美国
项目类别:
财政年份:
2020
资助国家:
美国
项目状态:
已结题
起止时间:
2020-01-15 至 2024-12-31
关键词:
Acute Renal Failure with Renal Papillary NecrosisAntibiotic TherapyAntibioticsArea Under CurveBiological AssayBiological MarkersBlood specimenCessation of lifeChildChildhoodChildhood InjuryClinicalClinical ResearchClinical TrialsComputer ModelsConsensusCritical CareCritical IllnessCritically ill childrenDataDeath RateDevelopmentDevelopment PlansDiagnosisDoseEarly DiagnosisEnrollmentEnvironmentExcretory functionExhibitsFeedbackFunctional disorderFutureGoalsHealthHistologicHourIncidenceInfusion proceduresInstitutionInternationalInterventionIntervention StudiesIntervention TrialKidneyLCN2 geneLeadLength of StayLogistic RegressionsMeasuresMentorsMentorshipMethodologyMissionModelingMorbidity - disease rateMulticenter StudiesNational Institute of Diabetes and Digestive and Kidney DiseasesOrganOutcomePatientsPediatric HospitalsPennsylvaniaPerformancePharmaceutical PreparationsPharmacologyPhenotypePhiladelphiaPlasmaPopulationPositioning AttributeProceduresProspective StudiesProspective cohortQuality of lifeROC CurveRegression AnalysisResearchResearch InfrastructureResearch PersonnelResearch TrainingRiskRisk FactorsSamplingSepsisSerumSeveritiesSourceSurvivorsTestingTherapeuticTimeToxic effectTrainingUniversitiesUrineVancomycinbactericidebiomarker identificationcareer developmentclinical practiceclinical trial implementationdesigndisabilityeducation resourcesfeasibility testinghemodynamicshigh riskimprovedimproved outcomein silicoindividual patientinnovationmedical schoolsmodifiable riskmortalitymortality riskmultiplex assaynephrotoxicitynovelnovel markerpatient orientedpediatric sepsispersonalized strategiespharmacokinetic modelpharmacologicpharmacometricsphenotypic biomarkerpilot trialpredictive modelingpreventprofessorrat KIM-1 proteinrecruitrisk mitigationsepticsimulationsymposiumtargeted treatmenttherapeutic targettreatment as usualtrial enrollmentventilation

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PROJECT SUMMARY/ABSTRACT Over 75,000 cases of pediatric severe sepsis occur in the US per year with mortality of 10-30%, and significant risk of new disability in survivors. Acute kidney injury (AKI) complicates 25% of pediatric severe sepsis, and is associated with further increased risk of mortality and disability. Dr. Fitzgerald’s goals are to define biomarker phenotypes and antibiotic exposures associated with septic AKI, to use these to improve pharmacologic models predicting vancomycin disposition, and test a strategy of personalized vancomycin prescribing and dose adjustments in a pilot trial with a goal of increased antibiotic efficacy and lower toxicity to the kidney. These results will inform future large interventional studies to reduce pediatric septic AKI, with the goal of allowing children with sepsis to lead longer, healthier lives free from disability, aligning with NIDDK’s mission. Candidate: Dr. Julie Fitzgerald, Assistant Professor of Pediatric Critical Care at The University of Pennsylvania Perelman School of Medicine (PSOM) and the Children's Hospital of Philadelphia, is focusing her research on patient-oriented clinical research in pediatric septic AKI. Dr. Fitzgerald’s immediate goals are to prospectively study septic AKI risk factors; obtain research training in the application of pharmacometrics to a specific pediatric critical illness and training in clinical trial implementation; and transition to research independence. Her long-term goal is to improve health and quality of life for children with sepsis through testing interventions to decrease sepsis-associated organ dysfunction. Dr. Fitzgerald’s career development plan includes coursework in pharmacology and clinical trial management; individualized expert mentoring; training by expert consultants in the proposed methodology; and completion of the proposed specific aims. Environment: The outstanding research infrastructure, educational resources, and expert mentorship at the candidate’s institution will support successful completion of the proposal. A research coordinator team will assist with subject recruitment and study procedures, and departmental statisticians will assist with analyses. Research: The study objectives are to define risk factors and biomarker phenotypes associated with septic AKI, and to use these to improve performance of pharmacologic models of vancomycin disposition. The objectives will be reached through the following specific aims: 1) to define biomarker phenotypes and vancomycin exposures associated with septic AKI, 2) to optimize vancomycin population pharmacokinetic model performance and identify targeted dosing strategies in silico, and 3) to determine the feasibility of a trial implementing personalized vancomycin pharmacokinetic models at the bedside. In a prospective cohort of critically ill children with severe sepsis, urine biomarkers, vancomycin concentrations, and medication exposure data will be collected and association with AKI measured. Optimal model-driven vancomycin dosing strategies will be derived through computer modeling, and the feasibility of implementing personalized model-driven vancomycin prescribing will be tested in a pilot interventional trial enrolling 20 children with severe sepsis.
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Pediatric septic acute kidney injury: personalizing antibiotic dosing through understanding acute kidney injury risk factors and biomarker profiles
  • 批准号:
    9891679
  • 项目类别:
  • 资助金额:
    $18.03万
  • 财政年份:
    2020
  • 负责人:
    Julie C. Hollows Fitzgerald
  • 依托单位:
Pediatric septic acute kidney injury: personalizing antibiotic dosing through understanding acute kidney injury risk factors and biomarker profiles
  • 批准号:
    10321688
  • 项目类别:
  • 资助金额:
    $15.57万
  • 财政年份:
    2020
  • 负责人:
    Julie C. Hollows Fitzgerald
  • 依托单位:
Pediatric septic acute kidney injury: personalizing antibiotic dosing through understanding acute kidney injury risk factors and biomarker profiles
  • 批准号:
    10082450
  • 项目类别:
  • 资助金额:
    $17.11万
  • 财政年份:
    2020
  • 负责人:
    Julie C. Hollows Fitzgerald
  • 依托单位:
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