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Reproducing asymmetrical spine shape fluctuations in a model of actin dynamics predicts self-organized criticality.


ABSTRACT: Dendritic spines change their size and shape spontaneously, but the function of this remains unclear. Here, we address this in a biophysical model of spine fluctuations, which reproduces experimentally measured spine fluctuations. For this, we characterize size- and shape fluctuations from confocal microscopy image sequences using autoregressive models and a new set of shape descriptors derived from circular statistics. Using the biophysical model, we extrapolate into longer temporal intervals and find the presence of 1/f noise. When investigating its origins, the model predicts that the actin dynamics underlying shape fluctuations self-organizes into a critical state, which creates a fine balance between static actin filaments and free monomers. In a comparison against a non-critical model, we show that this state facilitates spine enlargement, which happens after LTP induction. Thus, ongoing spine shape fluctuations might be necessary to react quickly to plasticity events.

SUBMITTER: Bonilla-Quintana M 

PROVIDER: S-EPMC7889935 | biostudies-literature | 2021 Feb

REPOSITORIES: biostudies-literature

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Reproducing asymmetrical spine shape fluctuations in a model of actin dynamics predicts self-organized criticality.

Bonilla-Quintana Mayte M   Wörgötter Florentin F   D'Este Elisa E   Tetzlaff Christian C   Fauth Michael M  

Scientific reports 20210217 1


Dendritic spines change their size and shape spontaneously, but the function of this remains unclear. Here, we address this in a biophysical model of spine fluctuations, which reproduces experimentally measured spine fluctuations. For this, we characterize size- and shape fluctuations from confocal microscopy image sequences using autoregressive models and a new set of shape descriptors derived from circular statistics. Using the biophysical model, we extrapolate into longer temporal intervals a  ...[more]

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