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A Neuron Model Including Gene Expression: Bistability, Long-Term Memory, etc. Full article

Journal Neural Processing Letters
ISSN: 1370-4621 , E-ISSN: 1573-773X
Output data Year: 2014, Volume: 39, Number: 3, Pages: 285-296 Pages count : 12 DOI: 10.1007/s11063-013-9304-y
Tags Mean-field kinetic equations, Membrane-potential spikes, Subcellular processes, Theoretical neuroscience
Authors Zhdanov Vladimir P. 1,2
Affiliations
1 Section of Biological Physics, Department of Applied Physics, Chalmers University of Technology, Göteborg 41296, Sweden
2 Boreskov Institute of Catalysis, Russian Academy of Sciences, Novosibirsk 630090, Russia

Abstract: Acquisition, consolidation and reconsolidation of long-term memories include changes in gene expression in neurons. The understanding of the corresponding mechanistic details is still far from complete even on the conceptual level. Here, the author proposes a generic kinetic model describing a global interplay between the function of membrane ion channels and gene expression, including gene transcription into mRNA and mRNA translation into protein. The model, based partly on the Hindmarsh-Rose neuron model for membrane voltage, implies feedbacks between these processes. Specifically, the gene transcription is considered to depend on membrane voltage due to the corresponding dependence of one of the transcription factors. The number or efficiency of function of ion channels is in turn assumed to depend on the protein population. With these feedbacks, the model predicts either a single steady state or bistability. The bistable regimes are briefly discussed in the context of long-term memory.
Cite: Zhdanov V.P.
A Neuron Model Including Gene Expression: Bistability, Long-Term Memory, etc.
Neural Processing Letters. 2014. V.39. N3. P.285-296. DOI: 10.1007/s11063-013-9304-y WOS Scopus РИНЦ OpenAlex
Dates:
Published online: May 18, 2013
Published print: Jun 1, 2014
Identifiers:
Web of science: WOS:000336026700005
Scopus: 2-s2.0-84901231287
Elibrary: 22038207
OpenAlex: W2002690109
Citing:
DB Citing
Web of science 8
Scopus 8
Elibrary 8
OpenAlex 8
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