将NIH现有的数据使用限制与GA4GH DUO标准保持一致
Jonathan Lawson1, Elena M Ghanaim2, Jinyoung Baek1
1Broad Institute of MIT and Harvard, Cambridge, MA, USA.
Cell genomics
|September 18, 2023
概括
数据使用本体 (DUO) 标准与NIH dbGaP数据库中现有的数据使用限制具有93%的平价性. 这突出了DUOO的特点.
科学领域:
- 基因组学就是基因组学.
- 生物信息学是一种生物信息学.
- 数据管理数据管理
背景情况:
- 大规模的基因组数据集需要对参与者的隐私和道德数据使用进行受控访问.
- 数据使用本体学 (DUO) 标准由GA4GH开发,以标准化数据使用术语.
- 现有的数据使用限制需要与机器可读标准保持一致.
研究的目的:
- 评估NIH dbGaP数据库中的数据使用限制 (DUL) 与DUO标准的兼容性.
- 评估DUO标准的全面性,以表示数据使用政策.
主要方法:
- 将dbGaP的3,575个数据使用限制与DUO标准进行了比较.
- 分析了现有的DUL和DUO术语之间的平价.
主要成果:
- 在dbGaP DULs和DUO标准之间发现了相当大的 (93%) 平价.
- 证明DUO有效地代表了绝大多数现有的数据使用限制.
结论:
- DUO标准是全面的,适合协调数据使用限制.
- 鼓励数据管理员采用机器可读格式,如DUO,以改善数据共享.
- 标准化促进了对基因组数据的安全和道德访问.
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