Signal detection, modularity and the correlation between extrinsic and intrinsic noise in biochemical networks
arXiv:q-bio/0508027 · doi:10.1103/PhysRevLett.97.068102
Abstract
Understanding cell function requires an accurate description of how noise is transmitted through biochemical networks. We present an analytical result for the power spectrum of the output signal of a biochemical network that takes into account the correlations between the noise in the input signal (the extrinsic noise) and the noise in the reactions that constitute the network (the intrinsic noise). These correlations arise from the fact that the reactions by which biochemical signals are detected necessarily affect the signaling molecules and the detection components of the network simultaneously. We show that anti-correlation between the extrinsic and intrinsic noise enhances the robustness of zero-order ultrasensitive networks to biochemical noise. We discuss the consequences of the correlation between extrinsic and intrinsic noise for a modular description of noise transmission through large biochemical networks in the context of the mitogen-activated protein kinase cascade.
21 pages, 2 figures, 5 tables
Cited by in corpus (58)
- Colored extrinsic fluctuations and stochastic gene expression
- Spatio-temporal correlations can drastically change the response of a MAPK pathway
- The role of incoherent microRNA-mediated feedforward loops in noise buffering
- Mutual information between in- and output trajectories of biochemical networks
- Information transmission in genetic regulatory networks: a review
- Stochastic fluctuations in metabolic pathways
- Optimizing information flow in small genetic networks. I
- Fundamental Limits to Position Determination by Concentration Gradients
- Deterministic characterization of stochastic genetic circuits
- Spectral solutions to stochastic models of gene expression with bursts and regulation
- Spontaneous Emergence of Modularity in a Model of Evolving Individuals
- Mutual information in time-varying biochemical systems
- Exact results for noise power spectra in linear biochemical reaction networks
- Optimal Prediction by Cellular Signaling Networks
- Regulatory control and the costs and benefits of biochemical noise
- The effect of feedback on the fidelity of information transmission of time-varying signals
- A stochastic spectral analysis of transcriptional regulatory cascades
- Quantitative study of crossregulation, noise and synchronization between microRNA targets in single cells
- Fundamental Limits on Sensing Chemical Concentrations with Linear Biochemical Networks
- Reaction coordinates for the flipping of genetic switches
- Impact of receiver reaction mechanisms on the performance of molecular communication networks
- Reliability of frequency- and amplitude-decoding in gene regulation
- Analytic methods for modeling stochastic regulatory networks
- Spontaneous Emergence of Modularity in a Model of Evolving Individuals and in Real Networks
- Noise Filtering Strategies of Adaptive Signaling Networks: The Case of E. Coli Chemotaxis
- Steady-state parameter sensitivity in stochastic modeling via trajectory reweighting
- Information thermodynamics for interacting stochastic systems without bipartite structure
- Noise Filtering and Prediction in Biological Signaling Networks
- Regulation of signal duration and the statistical dynamics of kinase activation by scaffold proteins
- Robustness of clocks to input noise
- Telling time with an intrinsically noisy clock
- Induction level determines signature of gene expression noise in cellular systems
- Efficient Low-Order Approximation of First-Passage Time Distributions
- The Goldbeter-Koshland switch in the first-order region and its response to dynamic disorder
- Redundancy in the information transmission in a two-step cascade
- Universal bounds on the performance of information-thermodynamic engine
- Role of relaxation time scale in noisy signal transduction
- The lower bound on the precision of transcriptional regulation
- Nonlinear Biochemical Signal Processing via Noise Propagation
- Attenuation of transcriptional bursting in mRNA transport
- How input fluctuations reshape the dynamics of a biological switching system
- The accuracy of telling time via oscillatory signals
- Physical approaches to the dynamics of genetic circuits: A tutorial
- Role of functionality in two-component signal transduction: A stochastic study
- Stochastic Control of Metabolic Pathways
- Interplay of synergy and redundancy in diamond motif
- Sensitivity Regulation based on Noise Propagation in Stochastic Reaction Networks
- Information processing in a simple one-step cascade
- Optimal temporal patterns for dynamical cellular signaling
- Interplay of degeneracy and non-degeneracy in fluctuations propagation in coherent feed-forward loop motif
- Diffusion-dynamics laws in stochastic reaction networks
- Quantification of noise in the bifunctionality-induced post-translational modification
- Fluctuations in reactive networks subject to extrinsic noise studied in the framework of the Chemical Langevin Equation
- Detecting concentration changes with cooperative receptors
- Information transmission in a two-step cascade: Interplay of activation and repression
- Fundamental limits of accuracy and precision in single molecule biosensors
- Enzyme localization can drastically affect signal amplification in signal transduction pathways
- Stochastic study of information transmission and population stability in a generic bacterial two-component system