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SwissPKcdw - A clinical data warehouse for the optimization of pediatric dosing regimens
Roland Goers1, Diana Coman Schmid2, Vera F Jäggi3
1Biopharmacy, Department of Pharmaceutical Sciences, University of Basel, Basel, Switzerland.
Insights
The Swiss Pharmacokinetics Clinical Data Warehouse (SwissPKcdw) project addresses the lack of pediatric drug dosage information by enabling secure data sharing for pharmacokinetic modeling. This infrastructure supports research by integrating clinical data for improved pediatric pharmacotherapy.
Area of Science:
- Pharmacokinetics
- Clinical Data Management
- Pediatric Pharmacology
Background:
- Limited pharmacokinetic data exists for pediatric patients, hindering accurate drug dosage recommendations.
- Existing clinical trial data primarily focuses on adult populations.
- Pharmacokinetic (PK) modeling offers a potential solution to bridge this data gap.
Purpose of the Study:
- To establish a secure data infrastructure, the Swiss Pharmacokinetics Clinical Data Warehouse (SwissPKcdw), for pediatric pharmacokinetic research.
- To facilitate secure data sharing and collaboration between healthcare providers and academic researchers.
- To enable the use of routinely collected clinical data for PK modeling in pediatric populations.
Main Methods:
- Implementation of a secure Clinical Data Warehouse (CDW) within the BioMedIT network.
- Development of a regulatory framework for data transfer and utilization.
- Utilizing modular, containerized, and open-source components for flexibility and reusability.
- Integration of data from various providers and researchers.
Main Results:
- Successful implementation of the SwissPKcdw infrastructure through interprofessional collaboration.
- Demonstration of a real-world use case involving pediatric blood sample analysis for genetic polymorphisms.
- Aggregation and analysis of genetic polymorphism data with health-related patient data within the SwissPKcdw.
- Validation of the secure data environment for collaborative research.
Conclusions:
- The SwissPKcdw provides a robust and secure platform for pediatric pharmacokinetic research.
- The infrastructure enables the integration of real-world clinical data for PK modeling.
- This collaborative approach enhances the availability of essential information for pediatric drug therapy.
- The modular design allows for adaptation to similar data integration and analysis projects.
Abstract:
Clinical trials have been performed mainly in adults and accordingly the necessary information is lacking for pediatric patients, especially regarding dosage recommendation for approved drugs. This gap in information could be filled with results from pharmacokinetic (PK) modeling, based on data collected in daily clinical routine. In order to make this data accessible and usable for research, the Swiss Pharmacokinetics Clinical Data Warehouse (SwissPKcdw ) project has been set up, including a clinical data warehouse (CDW) and the regulatory framework for data transfer and use within. Embedded into the secure BioMedIT network, the CDW can connect to various data providers and researchers in order to collaborate on the data securely. Due to its modularity, partially containerized deployment and open-source software, each of the components can be extended, modified, and re-used for similar projects that require integrated data management, data analysis, and web tools in a secure scientific data and information technology (IT) environment. Here, we describe a collaborative and interprofessional effort to implement the aforementioned infrastructure between several partners from medical health care and academia. Furthermore, we describe a real-world use case where blood samples from pediatric patients were analyzed for the presence of genetic polymorphisms and the results were aggregated and further analyzed together with the health-related patient data in the SwissPKcdw .
Related Concept Videos
Drug Dosing: Infants and Children
Dosage Regimens: Partial Pharmacokinetic Parameters
Pharmacokinetics in Pediatric Patients: Drug Excretion
Pharmacokinetics in Pediatric Patients: Drug Distribution
Pharmacokinetics in Pediatric Patients: Drug Metabolism
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