单细胞微生物中碳和代谢的粗粒度资源分配模型
Istvan T Kleijn1,2,3,4,5, Samuel Marguerat2,3, Vahid Shahrezaei1
1Department of Mathematics, Faculty of Natural Sciences, Imperial College London, London, UK.
Journal of the Royal Society, Interface
|September 26, 2023
概括
这项研究引入了一种新的粗粒度资源分配模型 (C-GRAM),该模型考虑了复杂营养素的吸收. 该模型优化了细胞资源分配以实现最大的增长率,恢复已知的细胞增长规律.
科学领域:
- 系统生物学 系统生物学
- 细胞生理学 细胞生理学
- 生物物理学的生物物理.
背景情况:
- 粗粒度资源分配模型 (C-GRAMs) 简化了细胞生理学,以理解资源分配和生长规律.
- 现有的模型没有完全考虑复合碳和来源的吸收.
研究的目的:
- 为生物质生产制定一个C-GRAM,包括和碳途径.
- 分析各种营养摄入 (糖,,氨基酸) 对转化资源分配的影响.
- 研究营养环境如何影响增长最大化策略.
主要方法:
- 开发一种具有集成碳和代谢的新型C-GRAM.
- 对呼吸发酵和呼吸系统生长的参数化.
- 对蛋白质组部门的翻译资源分配的分析.
主要成果:
- 该模型成功地恢复了已建立的细胞生长规律,包括Monod和核糖体生长规律.
- 展示营养的可用性如何决定碳吸收,循环和排泄的平衡,以实现最佳生长.
- 在最佳细胞中识别了核糖体分数和氨基酸丰度之间的线性相关性.
结论:
- 精细的C-GRAM提供了关于在不同营养条件下最佳资源配置的见解.
- 简单调节转化基因表达可以导致接近最佳的细胞生长状态.
- 该模型支持的观点是,细胞动态调整蛋白质组分配以根据营养的可用性最大限度地提高生长速度.
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