Neuronal-spiking-based closed-loop stimulation during cortical ON- and OFF-states in freely moving mice

J Sleep Res. 2022 Dec;31(6):e13603. doi: 10.1111/jsr.13603. Epub 2022 Jun 3.

Abstract

The slow oscillation is a central neuronal dynamic during sleep, and is generated by alternating periods of high and low neuronal activity (ON- and OFF-states). Mounting evidence causally links the slow oscillation to sleep's functions, and it has recently become possible to manipulate the slow oscillation non-invasively and phase-specifically. These developments represent promising clinical avenues, but they also highlight the importance of improving our understanding of how ON/OFF-states affect incoming stimuli and what role they play in neuronal plasticity. Most studies using closed-loop stimulation rely on the electroencephalogram and local field potential signals, which reflect neuronal ON- and OFF-states only indirectly. Here we develop an online detection algorithm based on spiking activity recorded from laminar arrays in mouse motor cortex. We find that online detection of ON- and OFF-states reflects specific phases of spontaneous local field potential slow oscillation. Our neuronal-spiking-based closed-loop procedure offers a novel opportunity for testing the functional role of slow oscillation in sleep-related restorative processes and neural plasticity.

Keywords: closed-loop stimulation; cortical layers; mice; neocortex; sleep; sleep homeostasis; slow wave detection.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Action Potentials* / physiology
  • Algorithms
  • Animals
  • Brain Waves* / physiology
  • Electroencephalography
  • Internet
  • Mice
  • Motor Cortex* / physiology
  • Neuronal Plasticity / physiology
  • Neurons* / physiology
  • Sleep* / physiology