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Temperature-Robust Neural Function from Activity-Dependent Ion Channel Regulation.

Timothy O'Leary1, Eve Marder2

  • 1Department of Engineering, University of Cambridge, Trumpington Street, Cambridge CB2 1PZ, UK; Volen Center and Biology Department, Brandeis University, Waltham, MA 02454, USA.

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|October 18, 2016
PubMed
Summary
This summary is machine-generated.

Cold-blooded animals maintain stable neural activity despite temperature changes. A new model reveals how simple regulatory mechanisms allow nervous systems to achieve this temperature robustness, even with variable ion channel properties.

Keywords:
central pattern generatorcomputational modelcrustaceanhomeostatic plasticityion channelsmathematical modelneuronal excitabilitystomatogastric gangliontemperature compensation

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Area of Science:

  • Neuroscience
  • Computational Biology
  • Physiology

Background:

  • Cold-blooded animals face significant body temperature fluctuations.
  • Physiological processes are temperature-dependent, making robust function challenging.
  • Neural circuits, like the crab stomatogastric ganglion (STG), show remarkable temperature robustness.

Purpose of the Study:

  • To explain how neural circuits achieve temperature robustness despite varying ion channel properties.
  • To develop a theoretical model for temperature-robust physiological function.
  • To investigate the role of regulatory mechanisms in neural robustness.

Main Methods:

  • Developed a theoretical model of neural activity.
  • Incorporated temperature-dependent ion channel dynamics.
  • Analyzed the impact of conductance density variability on circuit function.

Main Results:

  • The model demonstrates that a simple regulatory control mechanism can yield temperature robustness.
  • This robustness is achievable even with high variability in neuronal conductance densities.
  • Degenerate relationships among temperature-sensitive processes are key to robust function.

Conclusions:

  • Nervous systems can achieve temperature robustness through regulatory mechanisms.
  • Variability in neuronal properties does not preclude robust physiological function.
  • The findings offer a general principle for how excitable tissues maintain function across temperatures.