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Modeling Na+- and Ca2+-dependent mechanisms of rhythmic bursting in excitatory neural networks

The mechanisms generating neural oscillations in the mammalian brainstem, particularly in the pre-Bötzinger complex (pre-BötC) involved in control of respiration, and the spinal cord (e.g. circuits controlling locomotion) that persist after blockade of synaptic inhibition, remain poorly understood. Experimental studies in medullary slices from neonatal rodents containing the pre-BötC identified two mechanisms that could potentially contribute to generation of rhythmic bursting in the pre-BötC: one based on the persistent sodium current (I NaP ) [1, 2], and the other involving the voltage-gated calcium (I Ca ) [3] and/or the calcium-activated nonspecific cation current (I CAN ), activated by intracellular Ca2+ accumulated from extra- and/or intracellular sources [4]. However, the involvement and relative roles of these mechanisms in rhythmic bursting are still under debate.

In this theoretical/modeling study we investigated Na+- and Ca2+-dependent bursting generated in single cells and in a heterogeneous population of synaptically interconnected excitatory neurons with I NaP , and I Ca randomly distributed within the population. We analyzed the possible roles of network connections, ionotropic and metabotropic synaptic mechanisms, intracellular Ca2+ release, and the Na+/K+ pump in rhythmic bursting activity generated under different conditions. We show that the heterogeneous population of excitatory neurons can operate in different oscillatory regimes with bursting dependent on I NaP and/or I CAN , or independent of both (Fig. 1). The oscillatory regime and operating bursting mechanism may depend on neuronal excitability, synaptic interactions and relative expression of particular ionic currents.

Figure 1
figure 1

A map of bursting activities derived from multiple simulations of the excitatory neuron population and presented in a 2D parameter space (g tonic , ), where g tonic is the external excitatory drive to all neurons, N is the number of neurons in the population, and is the average weight of mutual excitatory synaptic interactions within the population. Bursting activities involving different mechanisms are distinguished by color. The area for I NaP -dependent population bursting is shown blue; the area in which population bursting may be based on either I NaP or I CAN is shown green; the area in which population bursting may exist without both of these currents is shown gray; an additional area (brown) represents an unstable I CAN -dependent bursting.

The existence of multiple oscillatory regimes and their state-dependency may provide explanations for different rhythmic activities observed in the brainstem and spinal cord under different experimental conditions.


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Correspondence to Ilya A Rybak.

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This article is published under license to BioMed Central Ltd. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

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Rybak, I.A., Jasinski, P.E., Molkov, Y.I. et al. Modeling Na+- and Ca2+-dependent mechanisms of rhythmic bursting in excitatory neural networks. BMC Neurosci 13 (Suppl 1), P38 (2012).

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