The relationship between MEG and fMRI

In recent years functional neuroimaging techniques such as fMRI, MEG, EEG and PET have provided researchers with a wealth of information on human brain function. However none of these modalities can measure directly either the neuro-electrical or neuro-chemical processes that mediate brain function...

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Main Authors: Hall, Emma L., Robson, Sian, Morris, Peter, Brookes, Matthew Jon
Format: Article
Published: Elsevier 2014
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Online Access:https://eprints.nottingham.ac.uk/29303/
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author Hall, Emma L.
Robson, Sian
Morris, Peter
Brookes, Matthew Jon
author_facet Hall, Emma L.
Robson, Sian
Morris, Peter
Brookes, Matthew Jon
author_sort Hall, Emma L.
building Nottingham Research Data Repository
collection Online Access
description In recent years functional neuroimaging techniques such as fMRI, MEG, EEG and PET have provided researchers with a wealth of information on human brain function. However none of these modalities can measure directly either the neuro-electrical or neuro-chemical processes that mediate brain function. This means that metrics directly reflecting brain ‘activity’ must be inferred from other metrics (e.g. magnetic fields (MEG) or haemodynamics (fMRI)). To overcome this limitation, many studies seek to combine multiple complementary modalities and an excellent example of this is the combination of MEG (which has high temporal resolution) with fMRI (which has high spatial resolution). However, the full potential of multi-modal approaches can only be truly realised in cases where the relationship between metrics is known. In this paper, we explore the relationship between measurements made using fMRI and MEG. We describe the origins of the two signals as well as their relationship to electrophysiology. We review multiple studies that have attempted to characterise the spatial relationship between fMRI and MEG, and we also describe studies that exploit the rich information content of MEG to explore differing relationships between MEG and fMRI across neural oscillatory frequency bands. Monitoring the brain at “rest” has become of significant recent interest to the neuroimaging community and we review recent evidence comparing MEG and fMRI metrics of functional connectivity. A brief discussion of the use of magnetic resonance spectroscopy (MRS) to probe the relationship between MEG/fMRI and neurochemistry is also given. Finally, we highlight future areas of interest and offer some recommendations for the parallel use of fMRI and MEG.
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spelling nottingham-293032020-05-04T16:57:24Z https://eprints.nottingham.ac.uk/29303/ The relationship between MEG and fMRI Hall, Emma L. Robson, Sian Morris, Peter Brookes, Matthew Jon In recent years functional neuroimaging techniques such as fMRI, MEG, EEG and PET have provided researchers with a wealth of information on human brain function. However none of these modalities can measure directly either the neuro-electrical or neuro-chemical processes that mediate brain function. This means that metrics directly reflecting brain ‘activity’ must be inferred from other metrics (e.g. magnetic fields (MEG) or haemodynamics (fMRI)). To overcome this limitation, many studies seek to combine multiple complementary modalities and an excellent example of this is the combination of MEG (which has high temporal resolution) with fMRI (which has high spatial resolution). However, the full potential of multi-modal approaches can only be truly realised in cases where the relationship between metrics is known. In this paper, we explore the relationship between measurements made using fMRI and MEG. We describe the origins of the two signals as well as their relationship to electrophysiology. We review multiple studies that have attempted to characterise the spatial relationship between fMRI and MEG, and we also describe studies that exploit the rich information content of MEG to explore differing relationships between MEG and fMRI across neural oscillatory frequency bands. Monitoring the brain at “rest” has become of significant recent interest to the neuroimaging community and we review recent evidence comparing MEG and fMRI metrics of functional connectivity. A brief discussion of the use of magnetic resonance spectroscopy (MRS) to probe the relationship between MEG/fMRI and neurochemistry is also given. Finally, we highlight future areas of interest and offer some recommendations for the parallel use of fMRI and MEG. Elsevier 2014-11-15 Article PeerReviewed Hall, Emma L., Robson, Sian, Morris, Peter and Brookes, Matthew Jon (2014) The relationship between MEG and fMRI. NeuroImage, 102 (1). pp. 80-91. ISSN 1053-8119 MRI MEG BOLD neural oscillations resting state http://www.sciencedirect.com/science/article/pii/S1053811913010975 doi:10.1016/j.neuroimage.2013.11.005 doi:10.1016/j.neuroimage.2013.11.005
spellingShingle MRI
MEG
BOLD
neural oscillations
resting state
Hall, Emma L.
Robson, Sian
Morris, Peter
Brookes, Matthew Jon
The relationship between MEG and fMRI
title The relationship between MEG and fMRI
title_full The relationship between MEG and fMRI
title_fullStr The relationship between MEG and fMRI
title_full_unstemmed The relationship between MEG and fMRI
title_short The relationship between MEG and fMRI
title_sort relationship between meg and fmri
topic MRI
MEG
BOLD
neural oscillations
resting state
url https://eprints.nottingham.ac.uk/29303/
https://eprints.nottingham.ac.uk/29303/
https://eprints.nottingham.ac.uk/29303/