化学反应网络的物种图表上的转换和热力学
Keisuke Sugie1,2, Dimitri Loutchko3, Tetsuya J Kobayashi1,2,3
1The University of Tokyo, Department of Mathematical Informatics, Graduate School of Information Science and Technology, 7-3-1 Hongo, Bunkyo-ku, Tokyo 113-8656, Japan.
Physical review. E
|November 18, 2025
概括
本研究介绍了化学反应网络 (CRN) 的物种过渡图,将网络结构与度动力学和热力学联系起来. 这种新的框架为分析复杂的生化系统提供了计算优势.
科学领域:
- 生物化学和系统生物学
- 化学反应网络 (CRN) 理论
- 网络科学和图形理论
背景情况:
- 化学反应网络 (CRN) 理论对于建模生物化学过程至关重要.
- 使用基于图形的CRN表示,但它们与动力学和热力学的联系尚不清楚.
- 现有的方法很难将CRN拓与度动力学和热力学行为联系起来.
研究的目的:
- 开发一种新型的CRN图形表示,将度动态和热力学集成在一起.
- 建立CRN结构,物种度变化和热力学特性之间的正式联系.
- 为分析复杂的生物化学网络提供统一的框架,以提高计算效率.
主要方法:
- 建议从复杂反应图转换为物种过渡图,使用石化矩阵保护定律.
- 在物种图表上引入过渡矩阵,以模拟度动态作为物种流入/流出差异.
- 定义了特定物种的热力学量,并建立了与反应量相关的界限.
主要成果:
- 通过使用大肠杆菌代谢模型,证明了多个反应的正式聚合到更少的相互作用.
- 通过使用布鲁塞拉托模型,展示了物种性热力学极限可以超过反应性极限.
- 验证了框架能够将图形表示与动态和热力学统一的功能.
结论:
- 物种转变图框架成功地将CRN拓与度动力学和热力学联系起来.
- 这种方法为分析复杂的生化系统提供了新的见解和计算优势.
- 统一的框架促进了对生物化学网络的理解和建模.
相关概念视频
Energy Diagrams, Transition States, and Intermediates
19.8K
Free-energy diagrams, or reaction coordinate diagrams, are graphs showing the energy changes that occur during a chemical reaction. The reaction coordinate represented on the horizontal axis shows how far the reaction has progressed structurally. Positions along the x-axis close to the reactants have structures resembling the reactants, while positions close to the products resemble the products. Peaks on the energy diagram represent stable structures with measurable lifetimes, while...
19.8K
Path Between Thermodynamics States
3.9K
Consider the two thermodynamic processes involving an ideal gas that are represented by paths AC and ABC in Figure 1:
3.9K
Free Energy Changes for Nonstandard States
13.3K
The free energy change for a process taking place with reactants and products present under nonstandard conditions (pressures other than 1 bar; concentrations other than 1 M) is related to the standard free energy change according to this equation:
13.3K
Phase Transitions
22.3K
Whether solid, liquid, or gas, a substance's state depends on the order and arrangement of its particles (atoms, molecules, or ions). Particles in the solid pack closely together, generally in a pattern. The particles vibrate about their fixed positions but do not move or squeeze past their neighbors. In liquids, although the particles are closely spaced, they are randomly arranged. The position of the particles are not fixed—that is, they are free to move past their neighbors to...
22.3K
Chemical Reactions
13.2K
A balanced chemical equation provides the information of chemical formulas of the reactants and products involved in the chemical change. A reaction’s stoichiometry helps predict how much of the reactant is needed to produce the desired amount of product, or in some cases, how much product will be formed from a specific amount of the reactant.
The relative amounts of reactants and products represented in a balanced chemical equation are often referred to as stoichiometric amounts. However, in...
The relative amounts of reactants and products represented in a balanced chemical equation are often referred to as stoichiometric amounts. However, in...
13.2K
Chemical Reactions
94.9K
A chemical reaction is a process by which the bonds in the atoms of substances are rearranged to generate new substances. Matter cannot be created or destroyed in a chemical reaction—the same type and number of atoms that make up the reactants are still present in the products. Merely, the rearrangement of chemical bonds produces new compounds.
Chemical Reactions Rearrange Atoms into New Substances
A chemical reaction takes starting materials—the reactants—and changes them...
Chemical Reactions Rearrange Atoms into New Substances
A chemical reaction takes starting materials—the reactants—and changes them...
94.9K


