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ViPAR: a software platform for the Virtual Pooling and Analysis of Research Data.
Kim W Carter, Richard W Francis, K W Carter1
1Telethon Kids Institute, University of Western Australia, Perth, WA, Australia.
ViPAR enables researchers to virtually pool and analyze distributed datasets securely. This open-source platform addresses data sharing challenges, enhancing statistical power for disease determinant research without central data storage.
Area of Science:
- Bioinformatics
- Computational Biology
- Health Informatics
Background:
- Research on disease determinants requires robust statistical power, often achieved by pooling data from multiple sites.
- Centralized data pooling faces significant ethical, privacy, and data ownership hurdles.
- There is a critical need for methods that facilitate secure research data sharing and flexible analysis.
Purpose of the Study:
- To introduce ViPAR (Virtual Pooling and Analysis of Research data), a novel software platform.
- To provide a web-based solution for analyzing datasets housed in disparate locations.
- To overcome challenges associated with traditional centralized data pooling.
Main Methods:
- ViPAR utilizes database federation and the Secure Shell protocol for secure data exchange.
- It enables 'virtual pooling,' where data is temporarily pooled in memory for analysis.
- Remote sites manage their own harmonized datasets, with a central server handling data federation and analysis.
Main Results:
- The ViPAR platform facilitates secure retrieval and virtual pooling of requested data from remote sites.
- Analysis is performed on the virtually pooled data using statistical software.
- Results are returned to the user, and the temporarily pooled data is removed from memory upon completion.
Conclusions:
- ViPAR is a secure, flexible, and powerful analysis platform built on open-source technology.
- The platform is currently utilized by large international consortia.
- ViPAR is publicly available to facilitate collaborative research.
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