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An MCell model of calcium dynamics and frequency-dependence of calmodulin activation in dendritic spines

Publication ,  Journal Article
Franks, KM; Bartol, TM; Sejnowski, TJ
Published in: Neurocomputing
June 1, 2001

Pairing action potentials in synaptically coupled cortical pyramidal cells induces LTP in a frequency-dependent manner (H. Markram et al., Science 275 (1997) 213). Using Mcell, which simulated the 3D geometry of the spine and the diffusion and binding of Ca 2+, we show that pairing five EPSPs and back-propagating action potentials results in a Ca 2+ influx into a model dendritic spine that is largely frequency independent but leads to a frequency-dependent activation of postsynaptic calmodulin. Furthermore, we show how altering the availability of calmodulin and the calcium-binding capacity can alter the efficacy and potency of the frequency-response curve. The model shows how the cell can regulate its plasticity by buffering Ca 2+ signals. © 2001 Elsevier Science B.V. All rights reserved.

Duke Scholars

Published In

Neurocomputing

DOI

ISSN

0925-2312

Publication Date

June 1, 2001

Volume

38-40

Start / End Page

9 / 16

Related Subject Headings

  • Artificial Intelligence & Image Processing
  • 52 Psychology
  • 46 Information and computing sciences
  • 40 Engineering
  • 17 Psychology and Cognitive Sciences
  • 09 Engineering
  • 08 Information and Computing Sciences
 

Citation

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Franks, K. M., Bartol, T. M., & Sejnowski, T. J. (2001). An MCell model of calcium dynamics and frequency-dependence of calmodulin activation in dendritic spines. Neurocomputing, 3840, 9–16. https://doi.org/10.1016/S0925-2312(01)00415-5
Franks, K. M., T. M. Bartol, and T. J. Sejnowski. “An MCell model of calcium dynamics and frequency-dependence of calmodulin activation in dendritic spines.” Neurocomputing 38–40 (June 1, 2001): 9–16. https://doi.org/10.1016/S0925-2312(01)00415-5.
Franks KM, Bartol TM, Sejnowski TJ. An MCell model of calcium dynamics and frequency-dependence of calmodulin activation in dendritic spines. Neurocomputing. 2001 Jun 1;38–40:9–16.
Franks, K. M., et al. “An MCell model of calcium dynamics and frequency-dependence of calmodulin activation in dendritic spines.” Neurocomputing, vol. 38–40, June 2001, pp. 9–16. Scopus, doi:10.1016/S0925-2312(01)00415-5.
Franks KM, Bartol TM, Sejnowski TJ. An MCell model of calcium dynamics and frequency-dependence of calmodulin activation in dendritic spines. Neurocomputing. 2001 Jun 1;38–40:9–16.
Journal cover image

Published In

Neurocomputing

DOI

ISSN

0925-2312

Publication Date

June 1, 2001

Volume

38-40

Start / End Page

9 / 16

Related Subject Headings

  • Artificial Intelligence & Image Processing
  • 52 Psychology
  • 46 Information and computing sciences
  • 40 Engineering
  • 17 Psychology and Cognitive Sciences
  • 09 Engineering
  • 08 Information and Computing Sciences