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A frequency-dependent decoding mechanism for axonal length sensing.

Paul C Bressloff1, Bhargav R Karamched1

  • 1Department of Mathematics, University of Utah Salt Lake City, UT, USA.

Frontiers in Cellular Neuroscience
|August 11, 2015
PubMed
Summary
This summary is machine-generated.

This study models axonal length sensing using chemical signaling and delay differential equations. The findings reveal a frequency-encoding mechanism for axonal length control, robust to biological noise.

Keywords:
axonal length controlbiochemical oscillationsfrequency decodinggene networkintrinsic noiseprotein thresholds

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Area of Science:

  • Mathematical biology
  • Systems biology
  • Neuroscience

Background:

  • Axonal length is crucial for neuronal function.
  • Existing models lack detailed mechanisms for length sensing.
  • Chemical signaling networks play a role in cellular processes.

Purpose of the Study:

  • To investigate a mathematical model of axonal length sensing.
  • To explore how chemical signaling oscillations encode axonal length.
  • To analyze the robustness of a frequency-modulated gene network for axonal length control.

Main Methods:

  • Development of a mathematical model using delay differential equations.
  • Analysis of chemical oscillations via Hopf bifurcation.
  • Investigation of frequency-modulated gene networks and thresholding.
  • Assessment of mechanism robustness against intrinsic noise.

Main Results:

  • Chemical oscillations emerge from delayed negative feedback.
  • Oscillation frequency is a monotonically decreasing function of axonal length.
  • A thresholded gene network can decode frequency-encoded axonal length.
  • The proposed mechanism shows robustness to intrinsic noise.

Conclusions:

  • A novel mathematical framework for axonal length sensing is presented.
  • Frequency encoding by chemical oscillations provides a mechanism for axonal length control.
  • The system demonstrates resilience to biological noise, suggesting potential in vivo relevance.