Literature DB >> 33037076

A Minimal Biophysical Model of Neocortical Pyramidal Cells: Implications for Frontal Cortex Microcircuitry and Field Potential Generation.

Beatriz Herrera1, Amirsaman Sajad2, Geoffrey F Woodman2, Jeffrey D Schall2, Jorge J Riera3.   

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 (I h ), 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 I h 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 I h was 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 STATEMENT A 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.
Copyright © 2020 the authors.

Entities:  

Keywords:  EEG; LFP sources; biophysical modeling; cognitive control; cortical microcircuitry; pyramidal cells

Mesh:

Substances:

Year:  2020        PMID: 33037076      PMCID: PMC7605414          DOI: 10.1523/JNEUROSCI.0221-20.2020

Source DB:  PubMed          Journal:  J Neurosci        ISSN: 0270-6474            Impact factor:   6.167


  106 in total

1.  High I(h) channel density in the distal apical dendrite of layer V pyramidal cells increases bidirectional attenuation of EPSPs.

Authors:  T Berger; M E Larkum; H R Lüscher
Journal:  J Neurophysiol       Date:  2001-02       Impact factor: 2.714

2.  Properties of layer 6 pyramidal neuron apical dendrites.

Authors:  Debora Ledergerber; Matthew Evan Larkum
Journal:  J Neurosci       Date:  2010-09-29       Impact factor: 6.167

Review 3.  General cortical and special prefrontal connections: principles from structure to function.

Authors:  Helen Barbas
Journal:  Annu Rev Neurosci       Date:  2015-04-16       Impact factor: 12.449

4.  Distribution and function of HCN channels in the apical dendritic tuft of neocortical pyramidal neurons.

Authors:  Mark T Harnett; Jeffrey C Magee; Stephen R Williams
Journal:  J Neurosci       Date:  2015-01-21       Impact factor: 6.167

5.  A cellular mechanism for cortical associations: an organizing principle for the cerebral cortex.

Authors:  Matthew Larkum
Journal:  Trends Neurosci       Date:  2012-12-25       Impact factor: 13.837

6.  Cytoarchitecture and cortical connections of the anterior cingulate and adjacent somatomotor fields in the rhesus monkey.

Authors:  R J Morecraft; K S Stilwell-Morecraft; P B Cipolloni; J Ge; D W McNeal; D N Pandya
Journal:  Brain Res Bull       Date:  2012-01-02       Impact factor: 4.077

7.  Field potentials in the alligator cerebellum and theory of their relationship to Purkinje cell dendritic spikes.

Authors:  C Nicholson; R Llinas
Journal:  J Neurophysiol       Date:  1971-07       Impact factor: 2.714

8.  Mechanisms and consequences of action potential burst firing in rat neocortical pyramidal neurons.

Authors:  S R Williams; G J Stuart
Journal:  J Physiol       Date:  1999-12-01       Impact factor: 5.182

9.  Hyperpolarization-activated current Ih disconnects somatic and dendritic spike initiation zones in layer V pyramidal neurons.

Authors:  Thomas Berger; Walter Senn; Hans-R Lüscher
Journal:  J Neurophysiol       Date:  2003-06-11       Impact factor: 2.714

10.  Action potential initiation in a two-compartment model of pyramidal neuron mediated by dendritic Ca2+ spike.

Authors:  Guosheng Yi; Jiang Wang; Xile Wei; Bin Deng
Journal:  Sci Rep       Date:  2017-04-03       Impact factor: 4.379

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  2 in total

1.  Layer-specific pyramidal neuron properties underlie diverse anterior cingulate cortical motor and limbic networks.

Authors:  Maria Medalla; Wayne Chang; Sara Ibañez; Teresa Guillamon-Vivancos; Mathias Nittmann; Anastasia Kapitonava; Silas E Busch; Tara L Moore; Douglas L Rosene; Jennifer I Luebke
Journal:  Cereb Cortex       Date:  2022-05-14       Impact factor: 4.861

2.  Functional architecture of executive control and associated event-related potentials in macaques.

Authors:  Amirsaman Sajad; Steven P Errington; Jeffrey D Schall
Journal:  Nat Commun       Date:  2022-10-21       Impact factor: 17.694

  2 in total

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