Stochastic resonances in a distributed genetic broadcasting system: the NFκB/IκB paradigm.
Zhipeng WangDavit A PotoyanPeter G WolynesPublished in: Journal of the Royal Society, Interface (2019)
Gene regulatory networks must relay information from extracellular signals to downstream genes in an efficient, timely and coherent manner. Many complex functional tasks such as the immune response require system-wide broadcasting of information not to one but to many genes carrying out distinct functions whose dynamical binding and unbinding characteristics are widely distributed. In such broadcasting networks, the intended target sites are also often dwarfed in number by the even more numerous non-functional binding sites. Taking the genetic regulatory network of NFκB as an exemplary system we explore the impact of having numerous distributed sites on the stochastic dynamics of oscillatory broadcasting genetic networks pointing out how resonances in binding cycles control the network's specificity and performance. We also show that active kinetic regulation of binding and unbinding through molecular stripping of DNA bound transcription factors can lead to a higher coherence of gene-co-expression and synchronous clearance.
Keyphrases
- genome wide
- transcription factor
- genome wide identification
- copy number
- immune response
- dna binding
- dna methylation
- signaling pathway
- binding protein
- lps induced
- single molecule
- poor prognosis
- oxidative stress
- pi k akt
- neural network
- working memory
- high frequency
- gene expression
- healthcare
- bioinformatics analysis
- cell free
- toll like receptor
- dendritic cells
- long non coding rna