Information Thermodynamics for Deterministic Chemical Reaction Networks
arXiv:2204.02815 · doi:10.1063/5.0094849
Abstract
Information thermodynamics relates the rate of change of mutual information between two interacting subsystems to their thermodynamics when the joined system is described by a bipartite stochastic dynamics satisfying local detailed balance. Here, we expand the scope of information thermodynamics to deterministic bipartite chemical reaction networks, namely, composed of two coupled subnetworks sharing species, but not reactions. We do so by introducing a meaningful notion of mutual information between different molecular features, that we express in terms of deterministic concentrations. This allows us to formulate separate second laws for each subnetwork, which account for their energy and information exchanges, in complete analogy with stochastic systems. We then use our framework to investigate the working mechanisms of a model of chemically-driven self-assembly and an experimental light-driven bimolecular motor. We show that both systems are constituted by two coupled subnetworks of chemical reactions. One subnetwork is maintained out of equilibrium by external reservoirs (chemostats or light sources) and powers the other via energy and information flows. In doing so, we clarify that the information flow is precisely the thermodynamic counterpart of an information ratchet mechanism only when no energy flow is involved.
arXiv comment18 pages, 3 figures
References in corpus (27)
- Generalized Jarzynski Equality under Nonequilibrium Feedback Control
- Nonequilibrium Thermodynamics of Chemical Reaction Networks: Wisdom from Stochastic Thermodynamics
- Thermodynamics with continuous information flow
- Stochastic thermodynamics of bipartite systems: transfer entropy inequalities and a Maxwell's demon interpretation
- Theory of nonequilibrium free energy transduction by molecular machines
- Imitating Chemical Motors with Optimal Information Motors
- E. coli chemotaxis is information-limited
- Information Thermodynamics of Turing Patterns
- Theoretical Perspectives on Biological Machines
- Stochastic thermodynamics with information reservoirs
- Thermodynamics of Error Correction
- Multipartite information flow for multiple Maxwell demons
- Thermodynamic Efficiency in Dissipative Chemistry
- The thermodynamics of computational copying in biochemical systems
- Thermodynamically Consistent Coarse Graining of Biocatalysts beyond Michaelis--Menten
- Biochemical machines for the interconversion of mutual information and work
- Thermodynamics of Chemical Waves
- Nonequilibrium Thermodynamics of Non-Ideal Chemical Reaction Networks
- Nonequilibrium thermodynamics of light-induced reactions
- Negative differential response in chemical reactions
- Non-equilibrium correlations in minimal dynamical models of polymer copying
- Thermodynamics of Concentration vs Flux Control in Chemical Reaction Networks
- Thermodynamics of Non-Elementary Chemical Reaction Networks
- Internal energy and information flows mediate input and output power in bipartite molecular machines
- Sample size dependence of tagged molecule dynamics in steady-state networks with bimolecular reactions: Cycle times of a light-driven pump
- Strong current response to slow modulation: a metabolic case-study
- Detailed Balanced Chemical Reaction Networks as Generalized Boltzmann Machines