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Modeling Pathogenesis and Treatment Response in Childhood Absence Epilepsy

Overview
Journal Epilepsia
Specialty Neurology
Date 2017 Dec 22
PMID 29265352
Citations 10
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Abstract

Objective: Childhood absence epilepsy (CAE) is a genetic generalized epilepsy syndrome with polygenic inheritance, with genes for γ-aminobutyric acid (GABA) receptors and T-type calcium channels implicated in the disorder. Previous studies of T-type calcium channel electrophysiology have shown genetic changes and medications have multiple effects. The aim of this study was to use an established thalamocortical computer model to determine how T-type calcium channels work in concert with cortical excitability to contribute to pathogenesis and treatment response in CAE.

Methods: The model is comprised of cortical pyramidal, cortical inhibitory, thalamocortical relay, and thalamic reticular single-compartment neurons, implemented with Hodgkin-Huxley model ion channels and connected by AMPA, GABA , and GABA synapses. Network behavior was simulated for different combinations of T-type calcium channel conductance, inactivation time, steady state activation/inactivation shift, and cortical GABA conductance.

Results: Decreasing cortical GABA conductance and increasing T-type calcium channel conductance converted spindle to spike and wave oscillations; smaller changes were required if both were changed in concert. In contrast, left shift of steady state voltage activation/inactivation did not lead to spike and wave oscillations, whereas right shift reduced network propensity for oscillations of any type.

Significance: These results provide a window into mechanisms underlying polygenic inheritance in CAE, as well as a mechanism for treatment effects and failures mediated by these channels. Although the model is a simplification of the human thalamocortical network, it serves as a useful starting point for predicting the implications of ion channel electrophysiology in polygenic epilepsy such as CAE.

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References
1.
Lee S, Lee J, Latchoumane C, Lee B, Oh S, Saud Z . Rebound burst firing in the reticular thalamus is not essential for pharmacological absence seizures in mice. Proc Natl Acad Sci U S A. 2014; 111(32):11828-33. PMC: 4136605. DOI: 10.1073/pnas.1408609111. View

2.
Addis L, Rosch R, Valentin A, Makoff A, Robinson R, Everett K . Analysis of rare copy number variation in absence epilepsies. Neurol Genet. 2016; 2(2):e56. PMC: 4830185. DOI: 10.1212/NXG.0000000000000056. View

3.
Lytton W, Sejnowski T . Computer model of ethosuximide's effect on a thalamic neuron. Ann Neurol. 1992; 32(2):131-9. DOI: 10.1002/ana.410320204. View

4.
Talley E, Solorzano G, Depaulis A, Perez-Reyes E, Bayliss D . Low-voltage-activated calcium channel subunit expression in a genetic model of absence epilepsy in the rat. Brain Res Mol Brain Res. 2000; 75(1):159-65. DOI: 10.1016/s0169-328x(99)00307-1. View

5.
Glauser T, Holland K, OBrien V, Keddache M, Martin L, Clark P . Pharmacogenetics of antiepileptic drug efficacy in childhood absence epilepsy. Ann Neurol. 2017; 81(3):444-453. PMC: 6171340. DOI: 10.1002/ana.24886. View