Correlating the alpha rhythm to BOLD using simultaneous EEG/fMRI: Inter-subject variability

Simultaneous recording of electroencephalogram/functional magnetic resonance images (EEG/fMRI) was applied to identify blood oxygenation level-dependent (BOLD) changes associated with spontaneous variations of the alpha rhythm, which is considered the hallmark of the brain resting state. The analysi...

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Published inNeuroImage (Orlando, Fla.) Vol. 30; no. 1; pp. 203 - 213
Main Authors Gonçalves, S.I., de Munck, J.C., Pouwels, P.J.W., Schoonhoven, R., Kuijer, J.P.A., Maurits, N.M., Hoogduin, J.M., Van Someren, E.J.W., Heethaar, R.M., Lopes da Silva, F.H.
Format Journal Article
LanguageEnglish
Published United States Elsevier Inc 01.03.2006
Elsevier Limited
Subjects
Online AccessGet full text
ISSN1053-8119
1095-9572
DOI10.1016/j.neuroimage.2005.09.062

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Abstract Simultaneous recording of electroencephalogram/functional magnetic resonance images (EEG/fMRI) was applied to identify blood oxygenation level-dependent (BOLD) changes associated with spontaneous variations of the alpha rhythm, which is considered the hallmark of the brain resting state. The analysis was focused on inter-subject variability associated with the resting state. Data from 7 normal subjects are presented. Confirming earlier findings, three subjects showed a negative correlation between the BOLD signal and the average power time series within the alpha band (8–12 Hz) in extensive areas of the occipital, parietal and frontal lobes. In small thalamic areas, the BOLD signal was positively correlated with the alpha power. For subjects 3 and 4, who displayed two different states during the data acquisition time, it was shown that the corresponding correlation patterns were different, thus demonstrating the state dependency of the results. In subject 5, the changes in BOLD were observed mainly in the frontal and temporal lobes. Subject 6 only showed positive correlations, thus contradicting the negative BOLD alpha power cortical correlations that were found in most subjects. Results suggest that the resting state varies over subjects and, sometimes, even within one subject. As the resting state plays an important role in many fMRI experiments, the inter-subject variability of this state should be addressed when comparing fMRI results from different subjects.
AbstractList Simultaneous recording of electroencephalogram/functional magnetic resonance images (EEG/fMRI) was applied to identify blood oxygenation level-dependent (BOLD) changes associated with spontaneous variations of the alpha rhythm, which is considered the hallmark of the brain resting state. The analysis was focused on inter-subject variability associated with the resting state. Data from 7 normal subjects are presented. Confirming earlier findings, three subjects showed a negative correlation between the BOLD signal and the average power time series within the alpha band (8–12 Hz) in extensive areas of the occipital, parietal and frontal lobes. In small thalamic areas, the BOLD signal was positively correlated with the alpha power. For subjects 3 and 4, who displayed two different states during the data acquisition time, it was shown that the corresponding correlation patterns were different, thus demonstrating the state dependency of the results. In subject 5, the changes in BOLD were observed mainly in the frontal and temporal lobes. Subject 6 only showed positive correlations, thus contradicting the negative BOLD alpha power cortical correlations that were found in most subjects. Results suggest that the resting state varies over subjects and, sometimes, even within one subject. As the resting state plays an important role in many fMRI experiments, the inter-subject variability of this state should be addressed when comparing fMRI results from different subjects.
Simultaneous recording of electroencephalogram/functional magnetic resonance images (EEG/fMRI) was applied to identify blood oxygenation level-dependent (BOLD) changes associated with spontaneous variations of the alpha rhythm, which is considered the hallmark of the brain resting state. The analysis was focused on inter-subject variability associated with the resting state. Data from 7 normal subjects are presented. Confirming earlier findings, three subjects showed a negative correlation between the BOLD signal and the average power time series within the alpha band (8-12 Hz) in extensive areas of the occipital, parietal and frontal lobes. In small thalamic areas, the BOLD signal was positively correlated with the alpha power. For subjects 3 and 4, who displayed two different states during the data acquisition time, it was shown that the corresponding correlation patterns were different, thus demonstrating the state dependency of the results. In subject 5, the changes in BOLD were observed mainly in the frontal and temporal lobes. Subject 6 only showed positive correlations, thus contradicting the negative BOLD alpha power cortical correlations that were found in most subjects. Results suggest that the resting state varies over subjects and, sometimes, even within one subject. As the resting state plays an important role in many fMRI experiments, the inter-subject variability of this state should be addressed when comparing fMRI results from different subjects.
Simultaneous recording of electroencephalogram/functional magnetic resonance images (EEG/fMRI) was applied to identify blood oxygenation level-dependent (BOLD) changes associated with spontaneous variations of the alpha rhythm, which is considered the hallmark of the brain resting state. The analysis was focused on inter-subject variability associated with the resting state. Data from 7 normal subjects are presented. Confirming earlier findings, three subjects showed a negative correlation between the BOLD signal and the average power time series within the alpha band (8--12 Hz) in extensive areas of the occipital, parietal and frontal lobes. In small thalamic areas, the BOLD signal was positively correlated with the alpha power. For subjects 3 and 4, who displayed two different states during the data acquisition time, it was shown that the corresponding correlation patterns were different, thus demonstrating the state dependency of the results. In subject 5, the changes in BOLD were observed mainly in the frontal and temporal lobes. Subject 6 only showed positive correlations, thus contradicting the negative BOLD alpha power cortical correlations that were found in most subjects. Results suggest that the resting state varies over subjects and, sometimes, even within one subject. As the resting state plays an important role in many fMRI experiments, the inter-subject variability of this state should be addressed when comparing fMRI results from different subjects.Simultaneous recording of electroencephalogram/functional magnetic resonance images (EEG/fMRI) was applied to identify blood oxygenation level-dependent (BOLD) changes associated with spontaneous variations of the alpha rhythm, which is considered the hallmark of the brain resting state. The analysis was focused on inter-subject variability associated with the resting state. Data from 7 normal subjects are presented. Confirming earlier findings, three subjects showed a negative correlation between the BOLD signal and the average power time series within the alpha band (8--12 Hz) in extensive areas of the occipital, parietal and frontal lobes. In small thalamic areas, the BOLD signal was positively correlated with the alpha power. For subjects 3 and 4, who displayed two different states during the data acquisition time, it was shown that the corresponding correlation patterns were different, thus demonstrating the state dependency of the results. In subject 5, the changes in BOLD were observed mainly in the frontal and temporal lobes. Subject 6 only showed positive correlations, thus contradicting the negative BOLD alpha power cortical correlations that were found in most subjects. Results suggest that the resting state varies over subjects and, sometimes, even within one subject. As the resting state plays an important role in many fMRI experiments, the inter-subject variability of this state should be addressed when comparing fMRI results from different subjects.
Author Gonçalves, S.I.
Heethaar, R.M.
Van Someren, E.J.W.
de Munck, J.C.
Pouwels, P.J.W.
Kuijer, J.P.A.
Maurits, N.M.
Hoogduin, J.M.
Lopes da Silva, F.H.
Schoonhoven, R.
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  givenname: S.I.
  surname: Gonçalves
  fullname: Gonçalves, S.I.
  email: sonia.goncalves@netcabo.pt
  organization: VU University Medical Centre (Dpt. PMT), De Boelelaan 1117, 1081 HV, Amsterdam, The Netherlands
– sequence: 2
  givenname: J.C.
  surname: de Munck
  fullname: de Munck, J.C.
  organization: VU University Medical Centre (Dpt. PMT), De Boelelaan 1117, 1081 HV, Amsterdam, The Netherlands
– sequence: 3
  givenname: P.J.W.
  surname: Pouwels
  fullname: Pouwels, P.J.W.
  organization: VU University Medical Centre (Dpt. PMT), De Boelelaan 1117, 1081 HV, Amsterdam, The Netherlands
– sequence: 4
  givenname: R.
  surname: Schoonhoven
  fullname: Schoonhoven, R.
  organization: VU University Medical Centre (Dpt. PMT), De Boelelaan 1117, 1081 HV, Amsterdam, The Netherlands
– sequence: 5
  givenname: J.P.A.
  surname: Kuijer
  fullname: Kuijer, J.P.A.
  organization: VU University Medical Centre (Dpt. PMT), De Boelelaan 1117, 1081 HV, Amsterdam, The Netherlands
– sequence: 6
  givenname: N.M.
  surname: Maurits
  fullname: Maurits, N.M.
  organization: BCN-NeuroImaging Centre, University Medical Centre Groningen, Antonius Deusinglaan 2, 9713 AW, Groningen, The Netherlands
– sequence: 7
  givenname: J.M.
  surname: Hoogduin
  fullname: Hoogduin, J.M.
  organization: BCN-NeuroImaging Centre, University Medical Centre Groningen, Antonius Deusinglaan 2, 9713 AW, Groningen, The Netherlands
– sequence: 8
  givenname: E.J.W.
  surname: Van Someren
  fullname: Van Someren, E.J.W.
  organization: VU University Medical Centre (Dpt. PMT), De Boelelaan 1117, 1081 HV, Amsterdam, The Netherlands
– sequence: 9
  givenname: R.M.
  surname: Heethaar
  fullname: Heethaar, R.M.
  organization: VU University Medical Centre (Dpt. PMT), De Boelelaan 1117, 1081 HV, Amsterdam, The Netherlands
– sequence: 10
  givenname: F.H.
  surname: Lopes da Silva
  fullname: Lopes da Silva, F.H.
  organization: Netherlands Institute for Brain Research, Meibergdreef 33, 1105 AZ, Amsterdam, The Netherlands
BackLink https://www.ncbi.nlm.nih.gov/pubmed/16290018$$D View this record in MEDLINE/PubMed
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10.1109/10.256433
10.1016/S0167-8760(97)00754-X
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SubjectTerms Adult
Alpha Rhythm
Brain
Brain Mapping
Cerebral Cortex - blood supply
Cerebral Cortex - physiology
EEG/fMRI
Electroencephalography
Female
Humans
Image Enhancement
Image Processing, Computer-Assisted
Magnetic Resonance Imaging
Male
Medical imaging
NMR
Nuclear magnetic resonance
Oxygen - blood
Reference Standards
Sensitivity and Specificity
Signal Processing, Computer-Assisted
Statistics as Topic
Studies
Thalamus - blood supply
Thalamus - physiology
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Title Correlating the alpha rhythm to BOLD using simultaneous EEG/fMRI: Inter-subject variability
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