Systems biology. Accurate information transmission through dynamic biochemical signaling networks.
- Author(s): Selimkhanov, Jangir
- Taylor, Brooks
- Yao, Jason
- Pilko, Anna
- Albeck, John
- Hoffmann, Alexander
- Tsimring, Lev
- Wollman, Roy
- et al.
Published Web Locationhttps://doi.org/10.1126/science.1254933
Stochasticity inherent to biochemical reactions (intrinsic noise) and variability in cellular states (extrinsic noise) degrade information transmitted through signaling networks. We analyzed the ability of temporal signal modulation--that is, dynamics--to reduce noise-induced information loss. In the extracellular signal-regulated kinase (ERK), calcium (Ca(2+)), and nuclear factor kappa-B (NF-κB) pathways, response dynamics resulted in significantly greater information transmission capacities compared to nondynamic responses. Theoretical analysis demonstrated that signaling dynamics has a key role in overcoming extrinsic noise. Experimental measurements of information transmission in the ERK network under varying signal-to-noise levels confirmed our predictions and showed that signaling dynamics mitigate, and can potentially eliminate, extrinsic noise-induced information loss. By curbing the information-degrading effects of cell-to-cell variability, dynamic responses substantially increase the accuracy of biochemical signaling networks.