Development of a Methodology for the Examination of Conductance Densities and Distributions of Hippocampal Oriens-lacunosum/moleculare Interneurons using Ensemble Modelling
The hippocampus is a brain region that is critically involved in memory formation. Stratum oriens-lacunosum/moleculare (O-LM) interneurons have been shown to modulate incoming sensory information onto principal cells in CA1. Multi-compartment computational models of O-LM cells have been developed to...
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| Language: | en_ca |
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2013
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| Online Access: | http://hdl.handle.net/1807/42913 |
| Summary: | The hippocampus is a brain region that is critically involved in memory formation. Stratum oriens-lacunosum/moleculare (O-LM) interneurons have been shown to modulate incoming sensory information onto principal cells in CA1. Multi-compartment computational models of O-LM cells have been developed to better understand their functional roles in network contexts. Due to the variability and incompleteness of experimental details, however, a population of models that collectively captures intrinsic O-LM cell behavior is needed. We generated a database of O-LM models with physiologically plausible ranges for conductance densities using NEURON simulations on a supercomputer cluster. A subset of models that best represented O-LM cell electrophysiological output was subsequently extracted from the database and analyzed in order to determine correlations in conductance densities. Three major co-regulatory balances were found, which provide specific hypotheses for experimental investigations and point to the possibility of identifying a “signature” of conductance density balances for particular neuronal cell types. |
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