Phase-amplitude coupling and infraslow (<1Hz) frequencies in the rat brain: relationship to resting state fMRI

Resting state functional magnetic resonance imaging (fMRI) can identify network alterations that occur in complex psychiatric diseases and behaviors, but its interpretation is difficult because the neural basis of the infraslow BOLD fluctuations is poorly understood. Previous results link dynamic ac...

Full description

Bibliographic Details
Main Authors: Garth John Thompson, Wen-Ju ePan, Jacob C. W. Billings, Joshua Koehler Grooms, Sadia eShakil, Dieter eJaeger, Shella Dawn Keilholz
Format: Article
Language:English
Published: Frontiers Media S.A. 2014-05-01
Series:Frontiers in Integrative Neuroscience
Subjects:
Online Access:http://journal.frontiersin.org/Journal/10.3389/fnint.2014.00041/full
id doaj-8719ec8f244348b5b094251e4ac7d924
record_format Article
spelling doaj-8719ec8f244348b5b094251e4ac7d9242020-11-24T22:27:31ZengFrontiers Media S.A.Frontiers in Integrative Neuroscience1662-51452014-05-01810.3389/fnint.2014.0004187808Phase-amplitude coupling and infraslow (&lt;1Hz) frequencies in the rat brain: relationship to resting state fMRIGarth John Thompson0Wen-Ju ePan1Jacob C. W. Billings2Joshua Koehler Grooms3Sadia eShakil4Dieter eJaeger5Shella Dawn Keilholz6Georgia Institute of Technology and Emory UniversityGeorgia Institute of Technology and Emory UniversityGeorgia Institute of Technology and Emory UniversityGeorgia Institute of Technology and Emory UniversityGeorgia Institute of Technology and Emory UniversityEmory UniversityGeorgia Institute of Technology and Emory UniversityResting state functional magnetic resonance imaging (fMRI) can identify network alterations that occur in complex psychiatric diseases and behaviors, but its interpretation is difficult because the neural basis of the infraslow BOLD fluctuations is poorly understood. Previous results link dynamic activity during the resting state to both infraslow frequencies in local field potentials (LFP) (<1Hz) and band-limited power in higher frequency LFP (>1Hz). To investigate the relationship between these frequencies, LFPs were recorded from rats under two anesthetics: isoflurane and dexmedetomidine. Signal phases were calculated from low-frequency LFP and compared to signal amplitudes from high-frequency LFP to determine if modulation existed between the two frequency bands (phase-amplitude coupling). Isoflurane showed significant, consistent phase-amplitude coupling at nearly all pairs of frequencies, likely due to the burst-suppression pattern of activity that it induces. However, no consistent phase-amplitude coupling was observed in rats that were anesthetized with dexmedetomidine. fMRI-LFP correlations under isoflurane using high frequency LFP were reduced when the low frequency LFP’s influence was accounted for , but not vice-versa, or in any condition under dexmedetomidine. The lack of consistent phase-amplitude coupling under dexmedetomidine and lack of shared variance between high frequency and low frequency LFP as it relates to fMRI suggests that high and low frequency neural electrical signals may contribute differently, possibly even independently, to resting state fMRI. This finding suggests that researchers take care in interpreting the neural basis of resting state fMRI, as multiple dynamic factors in the underlying electrophysiology could be driving any particular observation.http://journal.frontiersin.org/Journal/10.3389/fnint.2014.00041/fullfunctional MRIresting statespontaneous activitydc potentialsCross-frequency couplingnested oscillations
collection DOAJ
language English
format Article
sources DOAJ
author Garth John Thompson
Wen-Ju ePan
Jacob C. W. Billings
Joshua Koehler Grooms
Sadia eShakil
Dieter eJaeger
Shella Dawn Keilholz
spellingShingle Garth John Thompson
Wen-Ju ePan
Jacob C. W. Billings
Joshua Koehler Grooms
Sadia eShakil
Dieter eJaeger
Shella Dawn Keilholz
Phase-amplitude coupling and infraslow (&lt;1Hz) frequencies in the rat brain: relationship to resting state fMRI
Frontiers in Integrative Neuroscience
functional MRI
resting state
spontaneous activity
dc potentials
Cross-frequency coupling
nested oscillations
author_facet Garth John Thompson
Wen-Ju ePan
Jacob C. W. Billings
Joshua Koehler Grooms
Sadia eShakil
Dieter eJaeger
Shella Dawn Keilholz
author_sort Garth John Thompson
title Phase-amplitude coupling and infraslow (&lt;1Hz) frequencies in the rat brain: relationship to resting state fMRI
title_short Phase-amplitude coupling and infraslow (&lt;1Hz) frequencies in the rat brain: relationship to resting state fMRI
title_full Phase-amplitude coupling and infraslow (&lt;1Hz) frequencies in the rat brain: relationship to resting state fMRI
title_fullStr Phase-amplitude coupling and infraslow (&lt;1Hz) frequencies in the rat brain: relationship to resting state fMRI
title_full_unstemmed Phase-amplitude coupling and infraslow (&lt;1Hz) frequencies in the rat brain: relationship to resting state fMRI
title_sort phase-amplitude coupling and infraslow (&lt;1hz) frequencies in the rat brain: relationship to resting state fmri
publisher Frontiers Media S.A.
series Frontiers in Integrative Neuroscience
issn 1662-5145
publishDate 2014-05-01
description Resting state functional magnetic resonance imaging (fMRI) can identify network alterations that occur in complex psychiatric diseases and behaviors, but its interpretation is difficult because the neural basis of the infraslow BOLD fluctuations is poorly understood. Previous results link dynamic activity during the resting state to both infraslow frequencies in local field potentials (LFP) (<1Hz) and band-limited power in higher frequency LFP (>1Hz). To investigate the relationship between these frequencies, LFPs were recorded from rats under two anesthetics: isoflurane and dexmedetomidine. Signal phases were calculated from low-frequency LFP and compared to signal amplitudes from high-frequency LFP to determine if modulation existed between the two frequency bands (phase-amplitude coupling). Isoflurane showed significant, consistent phase-amplitude coupling at nearly all pairs of frequencies, likely due to the burst-suppression pattern of activity that it induces. However, no consistent phase-amplitude coupling was observed in rats that were anesthetized with dexmedetomidine. fMRI-LFP correlations under isoflurane using high frequency LFP were reduced when the low frequency LFP’s influence was accounted for , but not vice-versa, or in any condition under dexmedetomidine. The lack of consistent phase-amplitude coupling under dexmedetomidine and lack of shared variance between high frequency and low frequency LFP as it relates to fMRI suggests that high and low frequency neural electrical signals may contribute differently, possibly even independently, to resting state fMRI. This finding suggests that researchers take care in interpreting the neural basis of resting state fMRI, as multiple dynamic factors in the underlying electrophysiology could be driving any particular observation.
topic functional MRI
resting state
spontaneous activity
dc potentials
Cross-frequency coupling
nested oscillations
url http://journal.frontiersin.org/Journal/10.3389/fnint.2014.00041/full
work_keys_str_mv AT garthjohnthompson phaseamplitudecouplingandinfraslowlt1hzfrequenciesintheratbrainrelationshiptorestingstatefmri
AT wenjuepan phaseamplitudecouplingandinfraslowlt1hzfrequenciesintheratbrainrelationshiptorestingstatefmri
AT jacobcwbillings phaseamplitudecouplingandinfraslowlt1hzfrequenciesintheratbrainrelationshiptorestingstatefmri
AT joshuakoehlergrooms phaseamplitudecouplingandinfraslowlt1hzfrequenciesintheratbrainrelationshiptorestingstatefmri
AT sadiaeshakil phaseamplitudecouplingandinfraslowlt1hzfrequenciesintheratbrainrelationshiptorestingstatefmri
AT dieterejaeger phaseamplitudecouplingandinfraslowlt1hzfrequenciesintheratbrainrelationshiptorestingstatefmri
AT shelladawnkeilholz phaseamplitudecouplingandinfraslowlt1hzfrequenciesintheratbrainrelationshiptorestingstatefmri
_version_ 1725749642354753536