MicrobeRX:一种用于肠道微生物群中的基于酶反应的代谢物预测的工具
Angel J Ruiz-Moreno1,2, Ángela Del Castillo-Izquierdo3,4, Isabel Tamargo-Rubio3
1Department of Genetics, University Medical Center Groningen, Groningen, 9713GZ, The Netherlands. angel.j.ruiz.moreno@gmail.com.
Microbiome
|March 20, 2025
概括
MicrobeRX是一种新的工具,可以从药物代谢中预测肠道微生物群的代谢物. 它分析了酶和分类学数据,优于现有的工具,并揭示了微生物独特的代谢能力.
科学领域:
- 微生物学 微生物学
- 代谢学 代谢学 代谢学
- 生物信息学是一种生物信息学.
背景情况:
- 肠道微生物群作为代谢器官,产生影响宿主健康的酶.
- 这些酶产生的基质和代谢产物基本上是未知的.
- 了解微生物代谢对于宿主健康和药物开发至关重要.
研究的目的:
- 为肠道微生物群开发一种基于酶的代谢物预测工具.
- 分析和比较人类和微生物的代谢能力.
- 为了确定化疗和种群特定的微生物生物转化.
主要方法:
- 开发了基于酶的代谢物预测工具MicrobeRX.
- 从多个数据库中整合了人类,微生物和药物代谢反应.
- 利用基因组规模模型和药物银行数据.
- 包括用于代谢物可视化,酶和分类学分析的模块.
主要成果:
- MicrobeRX预测的代谢物具有与生物样本中类似的物理化学性质.
- 该工具在预测潜力,多样性和注释方面表现优于BioTransformer 3.0.
- 分析揭示了人类和微生物新陈代谢之间的独特和重叠的新陈代谢能力.
- 鉴定了特定于化学和种群的微生物生物转化.
结论:
- MicrobeRX 弥合了肠道微生物组的基因组和化学空间.
- 该工具对于了解肠道微生物组的化学潜力是有价值的.
- 应用包括人类健康,制药和环境安全.
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