恒温不平衡过程本体学:对COVID-19传染过程的研究
Yuki Yamagata1,2, Tatsuya Kushida3, Shuichi Onami4,5
1Life Science Data Sharing Unit, Infrastructure Research and Development Division, RIKEN Information R&D and Strategy Headquarters, 2-2-3 Minatojima-minamimachi, Chuo-ku, Kobe, Hyogo, 650-0047, Japan. yuki.yamagata@riken.jp.
BMC medical informatics and decision making
|May 22, 2024
概括
这项研究介绍了恒温不平衡过程 (HoIP) 的本体学,以系统地描述COVID-19感染机制. HoIP提供了一个统一的框架,以了解病毒过程,帮助药物开发和识别有风险的患者.
科学领域:
- 生物医学信息学 生物医学信息学
- 系统生物学 系统生物学
- 本体学 工程学 工程学
背景情况:
- 了解COVID-19复杂的传染机制和多样化的症状仍然是一个重大挑战.
- 迫切需要一个一致的框架来捕捉病毒过程和临床表现的复杂性.
研究的目的:
- 使用本体学方法系统化COVID-19传染过程.
- 为COVID-19感染中因果关系提供统一的描述框架.
- 支持药物开发和识别严重风险的患者.
主要方法:
- 开发了恒温不平衡过程 (HoIP) 的本体学.
- 应用本体论推理来分析COVID-19感染途径.
- 在HoIP框架内,从免疫反应中区分病毒需求.
主要成果:
- 系统化COVID-19的传染过程,从最初的感染到严重的疾病.
- 提供了基于平衡不平衡的因果关系的统一描述.
- 启用了病毒功能需求和免疫防御过程之间的区分.
- 证明了在识别高风险患者时存在论推理的实用性.
结论:
- 霍伊普 (HoIP) 的本体学组织了有关COVID-19过程,分子,药物和症状的知识.
- HoIP为异质生物过程提供了一个一致的描述框架.
- 预计通过合作努力提高COVID-19知识的互操作性.
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