COMPUTATION AND SYNAPTIC MODIFICATION IN THE DENTATE
Project Number1R29MH051081-01A1
Contact PI/Project LeaderHOLMES, WILLIAM R
Awardee OrganizationOHIO UNIVERSITY ATHENS
Description
Abstract Text
The long-term goal of this research is to understand the function of the
hippocampus. The hippocampus is thought to play an important role in
learning and memory functions and is involved in a number of major
neurological disorders. If we are to understand hippocampal function, we
must understand how computation and synaptic modification take place in
the cells of the hippocampus.
Computer modeling is a new and powerful tool for studying hippocampal
function. Computer models of individual neurons can he used to test
hypotheses difficult to address experimentally and can provide specific
predictions about the mechanisms of observed phenomena. In this research
highly detailed models of hippocampal dentate granule cells will be
developed. These models will include complete morphology along with
mathematical descriptions of synaptic and non-synaptic conductances and of
processes that control calcium concentration in the cell. Models will be
made as realistic as possible to be consistent with the considerable body
of experimental data available.
These highly detailed models will be used to: 1) Assess the importance of
the morphological and electrotonic structure for the function of dentate
granule cells. 2) Determine the range of computational possibilities of
these cells given their complement of ion channel types, distributions and
densities. How the computational possibilities change when certain
parameter values change might reveal phenomena seen with certain
pathological conditions. 3) Explain how calcium concentration changes in
the cell might be correlated with the induction of long-term potentiation
(LTP) or long-term depression (LTD). If we understand how LTP and LTD
occur, we will have made great strides towards understanding how learning
and memory take place. 4) Deduce a means to include synaptic modification
in models that is consistent with experimental observations of LTP and
LTD.
This research will provide a quantitative understanding of computation and
synaptic modification in dentate granule cells. This will tell us how
highly detailed models might be reduced to simple descriptions of dentate
granule cells that retain the essential computational features of these
cells. These simple descriptions can then be used in complex network
models to investigate hippocampal function.
Public Health Relevance Statement
Data not available.
NIH Spending Category
No NIH Spending Category available.
Project Terms
alternatives to animals in researchcalcium fluxcomputational neurosciencedentate gyrusgranule celllong term potentiationmodel design /developmentsynapses
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