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: 10321688
• 负责人: Julie C. Hollows Fitzgerald
• 金额: $ 15.57万
• 依托单位: CHILDREN'S HOSP OF PHILADELPHIA
• 依托单位国家: 美国
• 财政年份: 2020
• 资助国家: 美国
• 起止时间: 2020-01-15 至 2024-12-31
• 项目状态: 已结题
• 来源: https://reporter.nih.gov/project-details/10321688
• 关键词: Acute Renal Failure with Renal Papillary Necrosis; Antibiotic Therapy; Antibiotics; Area Under Curve; Biological Assay; Biological Markers; Blood specimen; Cessation of life; Child; Childhood; Childhood Injury; Clinical; Clinical Research; Clinical Trials; Computer Models; Consensus; Critical Care; Critical Illness; Critically ill children; Data; Death Rate; Development; Development Plans; Diagnosis; Dose; Early Diagnosis; Enrollment; Environment; Excretory function; Exhibits; Feedback; Functional disorder; Future; Goals; Health; Histologic; Hour; Incidence; Infusion procedures; Institution; International; Intervention; Intervention Studies; Intervention Trial; Kidney; LCN2 gene; Lead; Length of Stay; Logistic Regressions; Measures; Mentors; Mentorship; Methodology; Mission; Modeling; Morbidity - disease rate; Multicenter Studies; National Institute of Diabetes and Digestive and Kidney Diseases; Organ; Outcome; Patients; Pediatric Hospitals; Pennsylvania; Performance; Pharmaceutical Preparations; Pharmacology; Phenotype; Philadelphia; Plasma; Population; Positioning Attribute; Procedures; Prospective Studies; Prospective cohort; Quality of life; ROC Curve; Regression Analysis; Research; Research Infrastructure; Research Personnel; Research Training; Risk; Risk Factors; Sepsis; Serum; Severities; Source; Survivors; Testing; Therapeutic; Time; Toxic effect; Training; Universities; Urine; Vancomycin; bactericide; career development; clinical practice; clinical trial implementation; design; disability; education resources; feasibility testing; hemodynamics; high risk; improved; improved outcome; in silico; individual patient; innovation; medical schools; modifiable risk; mortality; mortality risk; multiplex assay; nephrotoxicity; novel; novel marker; patient oriented; pediatric sepsis; personalized strategies; pharmacokinetic model; pharmacometrics; phenotypic biomarker; pilot trial; predictive modeling; prevent; professor; rat KIM-1 protein; recruit; research study; septic; simulation; symposium; targeted treatment; therapeutic target; treatment as usual; ventilation

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.

项目总结/摘要 在美国每年发生超过75，000例儿科严重脓毒症，死亡率为10- 30%，并且显著高于其他国家。 幸存者的新残疾风险。急性肾损伤（阿基）导致25%的儿科严重败血症并发症，并且是 与死亡和残疾风险的进一步增加有关。菲茨杰拉德博士的目标是定义生物标志物 与脓毒性阿基相关的表型和抗生素暴露，使用这些来改善药理学 预测万古霉素处置的模型，并测试个性化万古霉素处方的策略， 在一项先导试验中进行剂量调整，目的是提高抗生素的疗效和降低对肾脏的毒性。 这些结果将为未来的大型干预研究提供信息，以减少儿科脓毒性阿基，目标是 让败血症儿童过上更长寿、更健康、无残疾的生活，这符合NIDDK的使命。 候选人：朱莉·菲茨杰拉德博士，儿科重症监护助理教授， 宾夕法尼亚佩雷尔曼医学院（PSOM）和费城儿童医院正在关注 她对儿科脓毒性阿基患者导向临床研究的研究。菲茨杰拉德博士的近期目标是 前瞻性研究脓毒性阿基风险因素;获得药物计量学应用方面的研究培训， 一个具体的儿科危重疾病和培训的临床试验实施;和过渡到研究 独立她的长期目标是改善败血症儿童的健康和生活质量， 测试干预措施以减少脓毒症相关的器官功能障碍。菲茨杰拉德博士的职业发展 计划包括药理学和临床试验管理课程;个性化的专家指导; 由专家顾问提供拟议方法方面的培训;以及完成拟议的具体目标。 环境：杰出的研究基础设施，教育资源和专家指导，在 候选人所在院校将支持其顺利完成申请。一个研究协调员小组将 协助受试者招募和研究程序，部门统计员将协助分析。 研究：研究目标是定义与脓毒症相关的风险因素和生物标志物表型 阿基，并使用这些来改善万古霉素处置的药理学模型的性能。的 将通过以下具体目标来达到目的：1）定义生物标志物表型， 与脓毒性阿基相关的万古霉素暴露，2）优化万古霉素群体药代动力学 模拟性能并通过计算机识别目标给药策略，以及3）确定试验的可行性 在床边实施个性化万古霉素药代动力学模型。在一个前瞻性队列中， 严重脓毒症危重患儿、尿液生物标志物、万古霉素浓度和药物暴露 将收集数据并测量与阿基的关联。最佳模型驱动的万古霉素给药策略 将通过计算机建模推导出，并实现个性化模型驱动的可行性 万古霉素处方将在一项试验性干预试验中进行测试，该试验招募了20名患有严重脓毒症的儿童。