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MetaboSERV-一个选择,交换和可视化代谢学数据的平台,具有受控的数据访问权限
Tim Tucholski1, Angela Maennel2, Yacoub Abelard Njipouombe Nsangou1,3
1Department of Medical Bioinformatics, University Medical Center Göttingen, 37077 Göttingen, Germany.
GigaScience
|August 1, 2025
概括
MetaboSERV是一个新的平台,可以安全地共享定量代谢学数据. 它使研究人员能够整合,可视化和比较数据集,同时保持合作研究的隐私.
科学领域:
- 代谢学 代谢学 代谢学
- 生物信息学是一种生物信息学.
- 数据科学数据科学数据科学
背景情况:
- 越来越多的代谢学研究利用了质谱学 (MS) 和核磁共振 (NMR) 光谱学的高维数据.
- 现有的公共代谢学数据库提供有限的隐私保护数据共享选项.
- 需要安全的平台来共享和分析复杂的代谢学数据.
研究的目的:
- 引入MetaboSERV,这是一个开源平台,用于管理和共享定量代谢学数据.
- 为了促进研究人员的数据选择,集成和受控访问.
- 支持保护隐私的数据共享,用于协作和跨学科的研究.
主要方法:
- 开发一个基于浏览器的平台,具有受控数据访问功能.
- 实现用于数据浏览,可视化和跨数据集比较的功能.
- 设计可扩展性和适应性,使用Docker图像进行自我管理的实例.
主要成果:
- MetaboSERV提供了一个安全的环境,用于共享定量代谢学数据和元数据.
- 该平台使研究人员能够分析和比较不同数据集中的数据.
- 提供受控访问功能,以确保保护隐私的数据共享.
结论:
- MetaboSERV可以作为一个开源的,基于浏览器的平台,用于代谢学数据管理.
- 该平台通过安全和保护隐私的数据共享来支持协作研究.
- 源代码和可配置的Docker图像为自主管理实例提供.
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