Slow oscillations promote long-range effective communication: The key for memory consolidation in a broken-down network

Proc Natl Acad Sci U S A. 2022 Jun 28;119(26):e2122515119. doi: 10.1073/pnas.2122515119. Epub 2022 Jun 22.


A prominent and robust finding in cognitive neuroscience is the strengthening of memories during nonrapid eye movement (NREM) sleep, with slow oscillations (SOs;<1Hz) playing a critical role in systems-level consolidation. However, NREM generally shows a breakdown in connectivity and reduction of synaptic plasticity with increasing depth: a brain state seemingly unfavorable to memory consolidation. Here, we present an approach to address this apparent paradox that leverages an event-related causality measure to estimate directional information flow during NREM in epochs with and without SOs. Our results confirm that NREM is generally a state of dampened neural communication but reveals that SOs provide two windows of enhanced large-scale communication before and after the SO trough. These peaks in communication are significantly higher when SOs are coupled with sleep spindles compared with uncoupled SOs. To probe the functional relevance of these SO-selective peaks of information flow, we tested the temporal and topographic conditions that predict overnight episodic memory improvement. Our results show that global, long-range communication during SOs promotes sleep-dependent systems consolidation of episodic memories. A significant correlation between peaks of information flow and memory improvement lends predictive validity to our measurements of effective connectivity. In other words, we were able to predict memory improvement based on independent electrophysiological observations during sleep. This work introduces a noninvasive approach to understanding information processing during sleep and provides a mechanism for how systems-level brain communication can occur during an otherwise low connectivity sleep state. In short, SOs are a gating mechanism for large-scale neural communication, a necessary substrate for systems consolidation and long-term memory formation.

Keywords: SO-spindle coupling; causal information flow; effective connectivity; memory consolidation; slow oscillations.

Publication types

  • Research Support, N.I.H., Extramural

MeSH terms

  • Brain* / physiology
  • Electroencephalography
  • Humans
  • Memory Consolidation* / physiology
  • Memory, Episodic
  • Sleep, Slow-Wave* / physiology