Proceedings of the National Academy of Sciences · 2004 · 163 citations · 33 references
Life SciencesBiologyCell BiologyCell SignalingCell-cell CommunicationSignal TransductionCell Signaling NetworksSignal AmplificationSignal Transduction ModelingSignal Transduction NetworksSignaling NetworksStochastic Processes In BiophysicsAmplificationInput NoiseIntrinsic NoiseNoise-induced SwitchingSignal Amplification MechanismsSignal Transduction AmplificationSignalsTransduction
Because intracellular processes are inherently noisy, stochastic reactions process noisy signals in cellular signal transduction. One essential feature of biological signal transduction systems is the amplification of small changes in input signals. However, small random changes in the input signals could also be amplified, and the transduction reaction can also generate noise. Here, we show theoretically how the abrupt response of ultrasensitive signal-transduction reactions results in the generation of large inherent noise and the high amplification of input noise. The inherently generated noise propagates with amplification through intracellular molecular network. We discuss how the contribution of such transmitted noise can be shown experimentally. Our results imply that the switch-like behavior of signal transduction could be limited by noise; however, high amplification reaction could be advantageous to generate large noise, which would be essential to maintain behavioral variability.
33
Stochastic Gene Expression in a Single Cell
Michael B. Elowitz, Arnold J. Levine, Eric D. Siggia et al. · Science · 2002 · 5.7K citations
Noise in eukaryotic gene expression
William J. Blake, Mads Kærn, Charles R. Cantor et al. · Nature · 2003 · 1.7K citations