TY - JOUR
T1 - A new pathway for controlling absence seizures by reducing GABA uptake from astrocytes
T2 - a dynamical perspective
AU - Zhao, Jinyi
AU - Wang, Qingyun
AU - Yu, Ying
N1 - Publisher Copyright:
© 2025 Elsevier B.V.
PY - 2025/10
Y1 - 2025/10
N2 - Modeling studies associated with absence epilepsy often consider neural circuits and neglect the critical involvement of glial cells. Recently, the view that astrocytes are new targets for the treatment of epilepsy has received increasing attention. Based on the established basal ganglia-corticothalamic (BGCT) mean-field model involving glutamate (GLU) dynamics in the extracellular space of cerebral cortex, by introducing γ-aminobutyric acid (GABA) dynamical processes, we further extend the model and explore the effectiveness of inhibiting the GABA uptake from cortical astrocytes (Vgai) in controlling seizures induced by different triggers. The results show that reducing Vgai can control seizures to a certain extent, regardless of the neural triggers with two types of abnormal feedforward inhibition or the astrocytic triggers with insufficient glutamate uptake from astrocytes. Although no uniform conclusions are achieved by comparing the above measure for the control of seizures caused by different triggers, it is worth noting that the setting of the initial condition greatly affects the control rate of spike wave discharges (SWDs). Appropriate selection of initial values can make reducing GABA uptake from astrocytes more effective in eliminating SWDs. Our results provide a theoretical basis for the treatment of epilepsy by targeting astrocytes from a dynamical perspective.
AB - Modeling studies associated with absence epilepsy often consider neural circuits and neglect the critical involvement of glial cells. Recently, the view that astrocytes are new targets for the treatment of epilepsy has received increasing attention. Based on the established basal ganglia-corticothalamic (BGCT) mean-field model involving glutamate (GLU) dynamics in the extracellular space of cerebral cortex, by introducing γ-aminobutyric acid (GABA) dynamical processes, we further extend the model and explore the effectiveness of inhibiting the GABA uptake from cortical astrocytes (Vgai) in controlling seizures induced by different triggers. The results show that reducing Vgai can control seizures to a certain extent, regardless of the neural triggers with two types of abnormal feedforward inhibition or the astrocytic triggers with insufficient glutamate uptake from astrocytes. Although no uniform conclusions are achieved by comparing the above measure for the control of seizures caused by different triggers, it is worth noting that the setting of the initial condition greatly affects the control rate of spike wave discharges (SWDs). Appropriate selection of initial values can make reducing GABA uptake from astrocytes more effective in eliminating SWDs. Our results provide a theoretical basis for the treatment of epilepsy by targeting astrocytes from a dynamical perspective.
KW - Dynamical initial value conditions
KW - Extracellular GABA dynamics
KW - Feedforward inhibition
KW - Mean-field network modeling
KW - State transitions
UR - https://www.scopus.com/pages/publications/105004263773
U2 - 10.1016/j.cnsns.2025.108929
DO - 10.1016/j.cnsns.2025.108929
M3 - 文章
AN - SCOPUS:105004263773
SN - 1007-5704
VL - 149
JO - Communications in Nonlinear Science and Numerical Simulation
JF - Communications in Nonlinear Science and Numerical Simulation
M1 - 108929
ER -