探索和比较现有的天然产品数据库与全身健康研究
Xiaoyi Chen1, Meijia Song2, Yu Hou1
1Division of Computational Health Sciences, Department of Surgery, University of Minnesota, Minneapolis, MN, United States.
AMIA ... Annual Symposium proceedings. AMIA Symposium
|February 23, 2026
概括
像COCONUT,NP-MRD和GSRS这样的天然产品 (NP) 数据库是分散的,阻碍了全人健康研究. 需要更大的整合来释放这些重要的药物发现资源的全部潜力.
科学领域:
- 药物的发现和开发.
- 药品化学 药品化学 是一个
- 化学生物学是化学生物学.
背景情况:
- 自然产品 (NPs) 在药物发现中至关重要,但数据在数据库中是分散的.
- 这种碎片化限制了对全人健康研究的全面分析.
- 现有的NP数据库缺乏互操作性,阻碍了数据驱动的洞察力.
研究的目的:
- 为了比较三个主要的天然产品数据库:COCONUT,NP-MRD和GSRS.
- 评估它们的范围,结构表示,元数据的完整性和可访问性.
- 确定增强NP数据库集成的差距和机会.
主要方法:
- 对COCONUT,NP-MRD和GSRS进行比较分析.
- 评估数据库内容,包括化学多样性,光谱数据和监管信息.
- 评估数据可访问性和互操作性.
主要成果:
- 子在化学多样性,NP-MRD在光谱/物理性质,GSRS在监管分类方面表现出色.
- 数据库之间的重叠是有限的,这表明数据冗余和差距很大.
- 在这些NP数据库中整合医疗和制药信息方面存在重大差距.
结论:
- 目前的NP数据库由于分散而不足以进行全面的全人健康研究.
- 加强互操作性和数据协调对于推进自然产品研究中的计算模型至关重要.
- 开发集成的NP资源对于支持数据驱动的药物发现和药物化学至关重要.
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