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A Minimal Biophysical Model of Neocortical Pyramidal Cells: Implications for Frontal Cortex Microcircuitry and Field Potential Generation
- Source :
- J Neurosci
- Publication Year :
- 2020
- Publisher :
- Cold Spring Harbor Laboratory, 2020.
-
Abstract
- Ca2+spikes initiated in the distal trunk of layer 5 pyramidal cells (PCs) underlie nonlinear dynamic changes in the gain of cellular response, critical for top-down control of cortical processing. Detailed models with many compartments and dozens of ionic channels can account for this Ca2+spike-dependent gain and associated critical frequency. However, current models do not account for all known Ca2+-dependent features. Previous attempts to include more features have required increasing complexity, limiting their interpretability and utility for studying large population dynamics. We overcome these limitations in a minimal two-compartment biophysical model. In our model, a basal-dendrites/somatic compartment included fast-inactivating Na+and delayed-rectifier K+conductances, while an apical-dendrites/trunk compartment included persistent Na+, hyperpolarization-activated cation (Ih), slow-inactivating K+, muscarinic K+, and Ca2+L-type. The model replicated the Ca2+spike morphology and its critical frequency plus three other defining features of layer 5 PC synaptic integration: linear frequency-current relationships, back-propagation-activated Ca2+spike firing, and a shift in the critical frequency by blocking Ih. Simulating 1000 synchronized layer 5 PCs, we reproduced the current source density patterns evoked by Ca2+spikes and describe resulting medial-frontal EEG on a male macaque monkey. We reproduced changes in the current source density when Ihwas blocked. Thus, a two-compartment model with five crucial ionic currents in the apical dendrites reproduces all features of these neurons. We discuss the utility of this minimal model to study the microcircuitry of agranular areas of the frontal lobe involved in cognitive control and responsible for event-related potentials, such as the error-related negativity.SIGNIFICANCE STATEMENTA minimal model of layer 5 pyramidal cells replicates all known features crucial for distal synaptic integration in these neurons. By redistributing voltage-gated and returning transmembrane currents in the model, we establish a theoretical framework for the investigation of cortical microcircuit contribution to intracranial local field potentials and EEG. This tractable model will enable biophysical evaluation of multiscale electrophysiological signatures and computational investigation of cortical processing.
- Subjects :
- Male
0301 basic medicine
Frontal cortex
Calcium Channels, L-Type
Field (physics)
Models, Neurological
Biophysics
Neocortex
Local field potential
Electroencephalography
Macaque
Sodium Channels
Minimal model
03 medical and health sciences
0302 clinical medicine
biology.animal
Hyperpolarization-Activated Cyclic Nucleotide-Gated Channels
medicine
Animals
Computer Simulation
Calcium Signaling
Evoked Potentials
Research Articles
Ionic Channels
030304 developmental biology
Physics
0303 health sciences
biology
medicine.diagnostic_test
Pyramidal Cells
General Neuroscience
Compartment (ship)
Dendrites
Current source
Slow inactivation
Electrophysiology
Macaca radiata
030104 developmental biology
Frontal lobe
Nerve Net
Neuroscience
Algorithms
030217 neurology & neurosurgery
Delayed Rectifier Potassium Channels
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- J Neurosci
- Accession number :
- edsair.doi.dedup.....5acc8662bd91e81d01789e22a5bc10ae
- Full Text :
- https://doi.org/10.1101/2020.01.29.925180