Differential gene expression regulated by oscillatory transcription factors

PLoS One. 2012;7(1):e30283. doi: 10.1371/journal.pone.0030283. Epub 2012 Jan 24.

Abstract

Cells respond to changes in the internal and external environment by a complex regulatory system whose end-point is the activation of transcription factors controlling the expression of a pool of ad-hoc genes. Recent experiments have shown that certain stimuli may trigger oscillations in the concentration of transcription factors such as NF-κB and p53 influencing the final outcome of the genetic response. In this study we investigate the role of oscillations in the case of three different well known gene regulatory mechanisms using mathematical models based on ordinary differential equations and numerical simulations. We considered the cases of direct regulation, two-step regulation and feed-forward loops, and characterized their response to oscillatory input signals both analytically and numerically. We show that in the case of indirect two-step regulation the expression of genes can be turned on or off in a frequency dependent manner, and that feed-forward loops are also able to selectively respond to the temporal profile of oscillating transcription factors.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Biological Clocks / genetics*
  • Biological Clocks / physiology
  • Feedback, Physiological / physiology
  • Gene Expression Regulation*
  • Gene Regulatory Networks / genetics
  • Gene Regulatory Networks / physiology
  • Humans
  • Kinetics
  • Models, Biological
  • Models, Theoretical
  • Signal Transduction / genetics
  • Signal Transduction / physiology
  • Transcription Factors / metabolism
  • Transcription Factors / physiology*

Substances

  • Transcription Factors