The essential role of hippocampo-cortical connections in temporal coordination of spindles and ripples

The predominant activity of slow wave sleep is cortical slow oscillations (SOs), thalamic spindles and hippocampal sharp wave ripples. While the precise temporal nesting of these rhythms was shown to be essential for memory consolidation, the coordination mechanism is poorly understood. Here we deve...

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Main Authors: Amin Azimi, Zahra Alizadeh, Maryam Ghorbani
Format: Article
Language:English
Published: Elsevier 2021-11-01
Series:NeuroImage
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S1053811921007588
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spelling doaj-42a3da693de649c4874ffa6ab26b86522021-10-05T04:18:39ZengElsevierNeuroImage1095-95722021-11-01243118485The essential role of hippocampo-cortical connections in temporal coordination of spindles and ripplesAmin Azimi0Zahra Alizadeh1Maryam Ghorbani2Department of Physics, Institute for Advanced Studies in Basic Sciences, Zanjan, Iran, Postal code: 45137-66731Department of Electrical Engineering, Ferdowsi University of Mashhad, Mashhad, Iran, Postal code: 9177948974Department of Electrical Engineering, Ferdowsi University of Mashhad, Mashhad, Iran, Postal code: 9177948974; Rayan Center for Neuroscience and Behavior, Ferdowsi University of Mashhad, Mashhad, Iran, Postal code: 9177948974; Corresponding author.The predominant activity of slow wave sleep is cortical slow oscillations (SOs), thalamic spindles and hippocampal sharp wave ripples. While the precise temporal nesting of these rhythms was shown to be essential for memory consolidation, the coordination mechanism is poorly understood. Here we develop a minimal hippocampo-cortico-thalamic network that can explain the mechanism underlying the SO-spindle-ripple coupling indicating of the succession of regional neuronal interactions. Further we verify the model predictions experimentally in naturally sleeping rodents showing our simple model provides a quantitative match to several experimental observations including the nesting of ripples in the spindle troughs and larger duration but lower amplitude of the ripples co-occurring with spindles or SOs compared to the isolated ripples. The model also predicts that the coupling of ripples to SOs and spindles monotonically enhances by increasing the strength of hippocampo-cortical connections while it is stronger at intermediate values of the cortico-hippocampal projections.http://www.sciencedirect.com/science/article/pii/S1053811921007588Phase-amplitude couplingSleep spindlesNeural mass modelSharp wave ripples
collection DOAJ
language English
format Article
sources DOAJ
author Amin Azimi
Zahra Alizadeh
Maryam Ghorbani
spellingShingle Amin Azimi
Zahra Alizadeh
Maryam Ghorbani
The essential role of hippocampo-cortical connections in temporal coordination of spindles and ripples
NeuroImage
Phase-amplitude coupling
Sleep spindles
Neural mass model
Sharp wave ripples
author_facet Amin Azimi
Zahra Alizadeh
Maryam Ghorbani
author_sort Amin Azimi
title The essential role of hippocampo-cortical connections in temporal coordination of spindles and ripples
title_short The essential role of hippocampo-cortical connections in temporal coordination of spindles and ripples
title_full The essential role of hippocampo-cortical connections in temporal coordination of spindles and ripples
title_fullStr The essential role of hippocampo-cortical connections in temporal coordination of spindles and ripples
title_full_unstemmed The essential role of hippocampo-cortical connections in temporal coordination of spindles and ripples
title_sort essential role of hippocampo-cortical connections in temporal coordination of spindles and ripples
publisher Elsevier
series NeuroImage
issn 1095-9572
publishDate 2021-11-01
description The predominant activity of slow wave sleep is cortical slow oscillations (SOs), thalamic spindles and hippocampal sharp wave ripples. While the precise temporal nesting of these rhythms was shown to be essential for memory consolidation, the coordination mechanism is poorly understood. Here we develop a minimal hippocampo-cortico-thalamic network that can explain the mechanism underlying the SO-spindle-ripple coupling indicating of the succession of regional neuronal interactions. Further we verify the model predictions experimentally in naturally sleeping rodents showing our simple model provides a quantitative match to several experimental observations including the nesting of ripples in the spindle troughs and larger duration but lower amplitude of the ripples co-occurring with spindles or SOs compared to the isolated ripples. The model also predicts that the coupling of ripples to SOs and spindles monotonically enhances by increasing the strength of hippocampo-cortical connections while it is stronger at intermediate values of the cortico-hippocampal projections.
topic Phase-amplitude coupling
Sleep spindles
Neural mass model
Sharp wave ripples
url http://www.sciencedirect.com/science/article/pii/S1053811921007588
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