与健康和营养相关的多方面的人类肠道微生物群数据
Lucia Maisto1, Claudia Telegrafo1, Francesco Rubino2
1Institute of Biomembranes, Bioenergetics and Molecular Biotechnologies, Consiglio Nazionale delle Ricerche (IBIOM-CNR), Bari, Italy.
Frontiers in microbiology
|March 4, 2026
概括
对于健康和疾病至关重要的人类微生物组在数据库中标准化不佳. 实施FAIR数据原则可以改善微生物组研究和治疗方法.
科学领域:
- 微生物组研究的研究.
- 人类健康和疾病.
- 数据科学和生物信息学
背景情况:
- 人类微生物组是影响健康和疾病的关键生态系统.
- 高通量测序揭示了复杂的微生物群与宿主相互作用.
- 饮食和营养显著影响微生物组的组成和功能.
研究的目的:
- 审查分散和非标准化微生物组数据的挑战.
- 突出FAIR数据原则在微生物组研究中的潜力.
- 提出语义分类和数据挖掘,以改善数据集成.
主要方法:
- 对微生物组研究的当前数据管理实践的审查.
- 分析数据碎片化对科学发现的影响.
- 探索FAIR数据原则和语义技术,以实现数据协调.
主要成果:
- 微生物组数据在不同标准的数据库中被分散.
- 缺乏标准化阻碍了数据的发现,重复使用和协调.
- 公平数据原则提供了一个改善数据可访问性和互操作性的框架.
结论:
- 通过FAIR原则标准化微生物组数据对于推进研究至关重要.
- 语义技术和本体学可以丰富元数据,并促进数据集成.
- 改进的数据管理将加速开发针对微生物组的治疗方法和健康洞察力.
相关概念视频
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