MINDDS-connect:一个联合的数据平台,集成生物库用于元队列构建和分析
Benjamin Huremagic1, Nishkala Sattanathan2, Mathilde Geysens1,3
1Laboratory of Cytogenetics and Genome Research, Centre for Human Genetics, KU Leuven, Leuven, Belgium.
European journal of human genetics : EJHG
|August 20, 2025
概括
MINDDS-Connect是一个新的平台,为心理健康研究提供安全,联合的数据共享. 它促进了协作元队列分析,同时保持数据隐私和机构控制.
科学领域:
- 基因组学和生物医学研究
- 心理健康研究 心理健康研究
- 数据科学数据科学数据科学
背景情况:
- 大量的患者队列数据和生物银行资源对于基因组学和生物医学研究至关重要.
- 维护数据隐私,监管合规和研究标准化对于负责任的研究至关重要.
- 现有的原则似乎存在冲突,阻碍了开放科学倡议.
研究的目的:
- 开发一个联合的数据协作平台,解决数据隐私和开放科学方面的挑战.
- 为了在机构网络中安全查询样本.
- 促进研究合作的虚拟多中心元群组的形成.
主要方法:
- 开发了一个联合数据协作平台MINDDS-Connect.
- 通过REST API集成了一个基于Web的界面与分散的Docker实例.
- 实现了标准化的元数据字段,用于数据集成和分析.
主要成果:
- MINDDS-Connect可以提高患者队列数据的可访问性.
- 该平台使得安全的协作研究和元队列分析成为可能.
- 五个欧洲中心的实施改善了对900个样本的获取.
结论:
- MINDDS-Connect为协作研究提供了一个安全的开源解决方案.
- 该平台与欧盟的开放科学政策保持一致.
- 它通过克服数据共享障碍,有效推进大规模的心理健康研究.
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