声:疫苗的本体学
Jie Zheng1, Asiyah Yu Lin1, Anthony Huffman1
1University of Michigan, Ann Arbor, MI, USA.
bioRxiv : the preprint server for biology
|August 20, 2025
概括
疫苗本体学 (VO) 为研究和临床使用标准化了疫苗信息. 这个社区驱动的资源增强了数据分析,并支持人工智能在疫苗开发.
科学领域:
- 免疫学 免疫学 免疫学
- 生物信息学是一种生物信息学.
- 本体学 工程学 工程学
背景情况:
- 疫苗数据的标准化对于研究和临床应用至关重要.
- 现有的疫苗信息多样化,难以跨不同类型整合.
- 计算机辅助推理需要结构化和标准化的疫苗表示.
研究的目的:
- 开发和介绍疫苗本体 (VO) 作为疫苗信息的标准化资源.
- 模拟疫苗,其成分,免疫反应和相关研究.
- 促进疫苗研究中的数据整合和计算机辅助推理.
主要方法:
- 自2007年以来,开发了基于社区的疫苗本体学 (VO).
- 将VO与基本形式本体学和OBO造原则结合起来.
- 模拟疫苗,组件,免疫反应和研究,包括超过1万种疫苗和对外部资源的映射.
主要成果:
- VO代表了超过1万种用于人类和动物健康的疫苗,针对病原体和癌症.
- 提供对外部数据库的映射,如RxNorm,CVX,FDA和USDA.
- 在VIOLIN,ImmPort和VAC等数据库中促进标准化.
结论:
- VO标准化了疫苗建模和表现,支持数据集成和分析.
- 增强实验和临床疫苗数据分析和文献挖掘.
- 在语义网络时代显著支持疫苗人工智能研究.
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