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Deciphering noise amplification and reduction in open chemical reaction networks
- Source :
- Journal of the Royal Society interface, 15 (149
- Publication Year :
- 2018
-
Abstract
- The impact of fluctuations on the dynamical behaviour of complex biological systems is a longstanding issue, whose understanding would elucidate how evolutionary pressure tends to modulate intrinsic noise. Using the Itō stochastic differential equation formalism, we performed analytic and numerical analyses of model systems containing different molecular species in contact with the environment and interacting with each other through mass-action kinetics. For networks of zero deficiency, which admit a detailed- or complex-balanced steady state, all molecular species are uncorrelated and their Fano factors are Poissonian. Systems of higher deficiency have non-equilibrium steady states and non-zero reaction fluxes flowing between the complexes. When they model homo-oligomerization, the noise on each species is reduced when the flux flows from the oligomers of lowest to highest degree, and amplified otherwise. In the case of hetero-oligomerization systems, only the noise on the highest-degree species shows this behaviour.<br />SCOPUS: ar.j<br />info:eu-repo/semantics/published
- Subjects :
- 0301 basic medicine
Differential equation
Stochastic modelling
Molecular Networks (q-bio.MN)
Systems biology
Biochimie
Biotechnologie
biological systems
Biomedical Engineering
Biophysics
Bioengineering
Biophysique
Fano plane
Poisson distribution
Chemical reaction
Biochemistry
Noise (electronics)
random fluctuations
Biomaterials
Reduction (complexity)
symbols.namesake
03 medical and health sciences
Stochastic differential equation
Molecule
hetero-oligomerization
Quantitative Biology - Molecular Networks
Statistical physics
Physics
Steady state
differential equations
Life Sciences–Physics interface
Métallurgie
Evolutionary pressure
homo-oligomerization
Uncorrelated
Ingénierie biomédicale
Kinetics
030104 developmental biology
Models, Chemical
FOS: Biological sciences
Instrumentation médicale
symbols
stochastic modelling
Algorithms
Sciences exactes et naturelles
Biotechnology
Subjects
Details
- Language :
- English
- Database :
- OpenAIRE
- Journal :
- Journal of the Royal Society interface, 15 (149
- Accession number :
- edsair.doi.dedup.....f630bd27b0617b2eb44e133cc678586b