4.4 Article

Sources of dynamic variability in NF-kappa B signal transduction: A mechanistic model

Journal

BIOESSAYS
Volume 37, Issue 4, Pages 452-462

Publisher

WILEY
DOI: 10.1002/bies.201400113

Keywords

bifurcation analysis; cell-to-cell variability; fold change; I kappa B alpha transcription; mathematical model; oscillations; steady state

Funding

  1. ForSys-programme of the German Ministry of Education and Research [0315289]
  2. MSBN project within the Helmholtz Alliance on Systems Biology - Initiative and Networking Fund of the Helmholtz Association

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The transcription factor NF-kappa B (p65/p50) plays a central role in the coordination of cellular responses by activating the transcription of numerous target genes. The precise role of the dynamics of NF-kappa B signalling in regulating gene expression is still an open question. Here, we show that besides external stimulation intracellular parameters can influence the dynamics of NF-kappa B. By applying mathematical modelling and bifurcation analyses, we show that NF-kappa B is capable of exhibiting different types of dynamics in response to the same stimulus. We identified the total NF-kappa B concentration and the I kappa B alpha transcription rate constant as two critical parameters that modulate the dynamics and the fold change of NF-kappa B. Both parameters might vary as a result of cell-to-cell variability. The regulation of the IkBa transcription rate constant, e.g. by co-factors, provides the possibility of regulating the NF-kappa B dynamics by crosstalk.

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