Noise Induces Hopping between NF-κB Entrainment Modes

被引:50
作者
Heltberg, Mathias [1 ]
Kellogg, Ryan A. [2 ,6 ]
Krishna, Sandeep [1 ,3 ]
Tay, Savas [2 ,4 ,5 ]
Jensen, Mogens H. [1 ]
机构
[1] Univ Copenhagen, Niels Bohr Inst, DK-2100 Copenhagen, Denmark
[2] Swiss Fed Inst Technol, Dept Biosyst Sci & Engn, CH-8092 Zurich, Switzerland
[3] Natl Ctr Biol Sci, Simons Ctr Study Living Machines, Bangalore 560065, Karnataka, India
[4] Univ Chicago, Inst Mol Engn, Chicago, IL 60637 USA
[5] Univ Chicago, Inst Genom & Syst Biol, Chicago, IL 60637 USA
[6] Stanford Univ, Dept Genet, Sch Med, Stanford, CA 94305 USA
关键词
SINGLE-CELL; GENETIC CIRCUITS; FUNCTIONAL ROLES; TRANSCRIPTION; OSCILLATIONS; DYNAMICS; CHAOS;
D O I
10.1016/j.cels.2016.11.014
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Oscillations and noise drive many processes in biology, but how both affect the activity of the transcription factor nuclear factor kappa B (NF-kappa B) is not understood. Here, we observe that when NF-B-K oscillations are entrained by periodic tumor necrosis factor (TNF) inputs in experiments, NF-kappa B exhibits jumps between frequency modes, a phenomenon we call "cellular mode-hopping." By comparing stochastic simulations of NF-kappa B oscillations to deterministic simulations conducted inside and outside the chaotic regime of parameter space, we show that noise facilitates mode-hopping in all regimes. However, when the deterministic system is driven by chaotic dynamics, hops between modes are erratic and short-lived, whereas in experiments, the system spends several periods in one entrainment mode before hopping and rarely visits more than two modes. The experimental behavior matches our simulations of noise-induced modehopping outside the chaotic regime. We suggest that mode-hopping is a mechanism by which different NF-kappa B-dependent genes under frequency control can be expressed at different times.
引用
收藏
页码:532 / +
页数:11
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