基于个体的建模 (IbM) 在食品微生物学:一个全面的指导方针
Jian Wang1, Ihab Hashem1, Satyajeet Bhonsale1
1BioTeC+, Chemical and Biochemical Process Technology and Control, Department of Chemical Engineering, KU Leuven, Ghent, Belgium.
Food research international (Ottawa, Ont.)
|May 28, 2025
概括
基于个体的建模 (IbM) 提供了对食品微生物生态系统的洞察. 本指南简化了食品微生物学的IBM,为实际应用提供了一个5D协议和案例研究.
科学领域:
- 食品微生物学 食品微生物学
- 计算生物学 计算生物学
- 微生物生态学 微生物生态学
背景情况:
- 基于个体的建模 (IbM) 是理解微生物生态系统的强大工具.
- 现有的看法强调了可扩展性,计算效率和食品微生物学应用的集成方面的挑战.
- 消除IBM的神秘性对于其在食品科学中的更广泛采用至关重要.
研究的目的:
- 为设计和实施食品微生物学中的IBM提供结构化的指导方针.
- 通过一个案例研究来证明IBM的实用性.
- 审查与食品微生物学相关的现有IBM工具包.
主要方法:
- 开发一个结构化的5D协议 (定义,剖析,开发,部署,演示) 来实现IBM.
- 使用IbM在凝介质中模拟大肠杆菌K-12MG1655殖民地生长.
- 对当前的IBM工具包及其适用性的全面审查.
主要成果:
- 5D协议为IBM开发和部署提供了一个明确的路线图.
- 该案例研究成功模拟了微生物生长动态,验证了IBM方法.
- 工具包审查确定了在食品微生物学中实践IBM应用的资源.
结论:
- 通过适当的指导和工具,IBM可以有效地应用于食品微生物学.
- 提出的协议和案例研究有助于采用IBM来研究微生物动态.
- 鼓励进一步开发和整合IBM以促进食品微生物学研究.
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