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Laminar Distribution of Phase-Amplitude Coupling of Spontaneous Current Sources and Sinks
Although resting-state functional connectivity is a commonly used neuroimaging paradigm, the underlying mechanisms remain unknown. Thalamo-cortical and cortico-cortical circuits generate oscillations at different frequencies during spontaneous activity. However, it remains unclear how the various rh...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4686797/ https://www.ncbi.nlm.nih.gov/pubmed/26733778 http://dx.doi.org/10.3389/fnins.2015.00454 |
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author | Sotero, Roberto C. Bortel, Aleksandra Naaman, Shmuel Mocanu, Victor M. Kropf, Pascal Villeneuve, Martin Y. Shmuel, Amir |
author_facet | Sotero, Roberto C. Bortel, Aleksandra Naaman, Shmuel Mocanu, Victor M. Kropf, Pascal Villeneuve, Martin Y. Shmuel, Amir |
author_sort | Sotero, Roberto C. |
collection | PubMed |
description | Although resting-state functional connectivity is a commonly used neuroimaging paradigm, the underlying mechanisms remain unknown. Thalamo-cortical and cortico-cortical circuits generate oscillations at different frequencies during spontaneous activity. However, it remains unclear how the various rhythms interact and whether their interactions are lamina-specific. Here we investigated intra- and inter-laminar spontaneous phase-amplitude coupling (PAC). We recorded local-field potentials using laminar probes inserted in the forelimb representation of rat area S1. We then computed time-series of frequency-band- and lamina-specific current source density (CSD), and PACs of CSD for all possible pairs of the classical frequency bands in the range of 1–150 Hz. We observed both intra- and inter-laminar spontaneous PAC. Of 18 possible combinations, 12 showed PAC, with the highest measures of interaction obtained for the pairs of the theta/gamma and delta/gamma bands. Intra- and inter-laminar PACs involving layers 2/3–5a were higher than those involving layer 6. Current sinks (sources) in the delta band were associated with increased (decreased) amplitudes of high-frequency signals in the beta to fast gamma bands throughout layers 2/3–6. Spontaneous sinks (sources) of the theta and alpha bands in layers 2/3–4 were on average linked to dipoles completed by sources (sinks) in layer 6, associated with high (low) amplitudes of the beta to fast-gamma bands in the entire cortical column. Our findings show that during spontaneous activity, delta, theta, and alpha oscillations are associated with periodic excitability, which for the theta and alpha bands is lamina-dependent. They further emphasize the differences between the function of layer 6 and that of the superficial layers, and the role of layer 6 in controlling activity in those layers. Our study links theories on the involvement of PAC in resting-state functional connectivity with previous work that revealed lamina-specific anatomical thalamo-cortico-cortical connections. |
format | Online Article Text |
id | pubmed-4686797 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-46867972016-01-05 Laminar Distribution of Phase-Amplitude Coupling of Spontaneous Current Sources and Sinks Sotero, Roberto C. Bortel, Aleksandra Naaman, Shmuel Mocanu, Victor M. Kropf, Pascal Villeneuve, Martin Y. Shmuel, Amir Front Neurosci Neuroscience Although resting-state functional connectivity is a commonly used neuroimaging paradigm, the underlying mechanisms remain unknown. Thalamo-cortical and cortico-cortical circuits generate oscillations at different frequencies during spontaneous activity. However, it remains unclear how the various rhythms interact and whether their interactions are lamina-specific. Here we investigated intra- and inter-laminar spontaneous phase-amplitude coupling (PAC). We recorded local-field potentials using laminar probes inserted in the forelimb representation of rat area S1. We then computed time-series of frequency-band- and lamina-specific current source density (CSD), and PACs of CSD for all possible pairs of the classical frequency bands in the range of 1–150 Hz. We observed both intra- and inter-laminar spontaneous PAC. Of 18 possible combinations, 12 showed PAC, with the highest measures of interaction obtained for the pairs of the theta/gamma and delta/gamma bands. Intra- and inter-laminar PACs involving layers 2/3–5a were higher than those involving layer 6. Current sinks (sources) in the delta band were associated with increased (decreased) amplitudes of high-frequency signals in the beta to fast gamma bands throughout layers 2/3–6. Spontaneous sinks (sources) of the theta and alpha bands in layers 2/3–4 were on average linked to dipoles completed by sources (sinks) in layer 6, associated with high (low) amplitudes of the beta to fast-gamma bands in the entire cortical column. Our findings show that during spontaneous activity, delta, theta, and alpha oscillations are associated with periodic excitability, which for the theta and alpha bands is lamina-dependent. They further emphasize the differences between the function of layer 6 and that of the superficial layers, and the role of layer 6 in controlling activity in those layers. Our study links theories on the involvement of PAC in resting-state functional connectivity with previous work that revealed lamina-specific anatomical thalamo-cortico-cortical connections. Frontiers Media S.A. 2015-12-22 /pmc/articles/PMC4686797/ /pubmed/26733778 http://dx.doi.org/10.3389/fnins.2015.00454 Text en Copyright © 2015 Sotero, Bortel, Naaman, Mocanu, Kropf, Villeneuve and Shmuel. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Neuroscience Sotero, Roberto C. Bortel, Aleksandra Naaman, Shmuel Mocanu, Victor M. Kropf, Pascal Villeneuve, Martin Y. Shmuel, Amir Laminar Distribution of Phase-Amplitude Coupling of Spontaneous Current Sources and Sinks |
title | Laminar Distribution of Phase-Amplitude Coupling of Spontaneous Current Sources and Sinks |
title_full | Laminar Distribution of Phase-Amplitude Coupling of Spontaneous Current Sources and Sinks |
title_fullStr | Laminar Distribution of Phase-Amplitude Coupling of Spontaneous Current Sources and Sinks |
title_full_unstemmed | Laminar Distribution of Phase-Amplitude Coupling of Spontaneous Current Sources and Sinks |
title_short | Laminar Distribution of Phase-Amplitude Coupling of Spontaneous Current Sources and Sinks |
title_sort | laminar distribution of phase-amplitude coupling of spontaneous current sources and sinks |
topic | Neuroscience |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4686797/ https://www.ncbi.nlm.nih.gov/pubmed/26733778 http://dx.doi.org/10.3389/fnins.2015.00454 |
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