Noise and information transmission in promoters with multiple internal states Journal Article


Author(s): Rieckh, Georg; Tkačik, Gašper
Article Title: Noise and information transmission in promoters with multiple internal states
Affiliation IST Austria
Abstract: Based on the measurements of noise in gene expression performed during the past decade, it has become customary to think of gene regulation in terms of a two-state model, where the promoter of a gene can stochastically switch between an ON and an OFF state. As experiments are becoming increasingly precise and the deviations from the two-state model start to be observable, we ask about the experimental signatures of complex multistate promoters, as well as the functional consequences of this additional complexity. In detail, we i), extend the calculations for noise in gene expression to promoters described by state transition diagrams with multiple states, ii), systematically compute the experimentally accessible noise characteristics for these complex promoters, and iii), use information theory to evaluate the channel capacities of complex promoter architectures and compare them with the baseline provided by the two-state model. We find that adding internal states to the promoter generically decreases channel capacity, except in certain cases, three of which (cooperativity, dual-role regulation, promoter cycling) we analyze in detail.
Journal Title: Biophysical Journal
Volume: 106
Issue 5
ISSN: 1542-0086
Publisher: Biophysical Society  
Date Published: 2014-03-04
Start Page: 1194
End Page: 1204
URL:
DOI: 10.1016/j.bpj.2014.01.014
Notes: We thank W. Bialek, T. Gregor, I. Golding, M. Dravecká, K. Mitosch, G. Chevereau, J. Briscoe, and J. Kondev for helpful discussions.
Open access: yes (repository)