4.7 Article

Creation of Neuronal Ensembles and Cell-Specific Homeostatic Plasticity through Chronic Sparse Optogenetic Stimulation

期刊

JOURNAL OF NEUROSCIENCE
卷 43, 期 1, 页码 82-92

出版社

SOC NEUROSCIENCE
DOI: 10.1523/JNEUROSCI.1104-22.2022

关键词

computational model; homeostatic plasticity; neural dynamics; neuronal ensembles; Up-states

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Research shows that different subpopulations of neurons in the complex cortical circuits can form neuronal ensembles with shared functional connectivity through chronic optogenetic stimulation. These ensembles exhibit changes such as decreased voltage correlation, synaptic decoupling between stimulated and nonstimulated populations, and decreased firing rate during Upstates in the stimulated population. These findings help understand the mechanisms of creating ensembles within cortical circuits through chronic patterned stimulation and demonstrate the preservation of functional distinct ensembles during Upstates through differential firing rates and correlations.
Cortical computations emerge from the dynamics of neurons embedded in complex cortical circuits. Within these circuits, neuronal ensembles, which represent subnetworks with shared functional connectivity, emerge in an experience-dependent manner. Here we induced ensembles in ex vivo cortical circuits from mice of either sex by differentially activating subpopulations through chronic optogenetic stimulation. We observed a decrease in voltage correlation, and importantly a synaptic decoupling between the stimulated and nonstimulated populations. We also observed a decrease in firing rate during Upstates in the stimulated population. These ensemble-specific changes were accompanied by decreases in intrinsic excitability in the stimulated population, and a decrease in connectivity between stimulated and nonstimulated pyramidal neurons. By incorporating the empirically observed changes in intrinsic excitability and connectivity into a spiking neural network model, we were able to demonstrate that changes in both intrinsic excitability and connectivity accounted for the decreased firing rate, but only changes in connectivity accounted for the observed decorrelation. Our findings help ascertain the mechanisms underlying the ability of chronic patterned stimulation to create ensembles within cortical circuits and, importantly, show that while Up-states are a global network-wide phenomenon, functionally distinct ensembles can preserve their identity during Up-states through differential firing rates and correlations.

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