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Campillo, F.

Publications and source records attributed to Campillo, F..

2 recordsLinked to original sources

An astro-neural-field model with application to cortical spreading depolarization

We present a novel astro-neural-field population model with application to migraine-related cortical spreading depolarization. The model is composed of four spatio-temporal state variables: excitatory and inhibitory membrane potentials, astrocytic potassium uptake recruitment, and extracellular potassium concentration. Extending a previous neural field model, we incorporate activity-dependent astrocytic potassium clearance via a nonlinear term coupled to astrocyte dynamics. The astrocyte transfer function, like its neural counterpart, exhibits three regimes governed by extracellular potassium, capturing its effect on clearance. This yields a more comprehensive framework, better fits experimental data, and provides new insights into the mechanisms of cortical spreading depolarization.

neuroscience↗

A phenomenological interpretation of multiple bursting patterns in Lateral Habenula neurons

The Lateral Habenula (LHb) is a small brain structure specialized in encoding aversive signals. Bursting activity in the LHb has been consistently linked to mood regulation, with increased bursting activity proposed to promote depressive behaviors. Bursting is a complex dynamic process that has been extensively studied and modeled in other neuronal contexts. However, at the LHb this type of activity has typically been described only as transient periods of high frequency firing. Here, to provide a deeper understanding of LHb bursting, we analyzed this activity from the perspective of dynamical systems. Ex vivo, LHb neurons display a variety of bursting patterns, characterized at one extreme by a dominating square-wave type and in other by parabolic type, plus transitional forms referred to as triangular bursting. Notably, these bursting patterns, which reflect different LHb output modes, can occur within the same neuron, suggesting that they may correspond to distinct dynamic states of the same LHb neuron. To capture these complex behaviors, we propose an idealized multiple-timescale dynamical model. This model successfully reproduces the three main bursting patterns observed in experimental data. Furthermore, we identify a special point in the parameter space, termed the saddle-node homoclinic bifurcation, which acts as an organizing center demarcating the boundary between the two primary bursting patterns and around which the third pattern appear. Our model suggests that LHb bursting activity is structured around distinct dynamic states with potentially diverse and unexplored impacts on mood regulation. By providing new insights into the dynamic principles underlying LHb bursting, this framework may advance our understanding of its biological significance.

neuroscience↗