Measuring functional connectivity with wearable MEG
Optically-pumped magnetometers (OPMs) offer the potential for a step change in magnetoencephalography (MEG) enabling wearable systems that provide improved data quality, accommodate any subject group, allow data capture during movement and potentially reduce cost. However, OPM-MEG is a nascent techn...
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doaj-a7bb8f8ab65942319c2997034a733bc42021-04-12T04:21:20ZengElsevierNeuroImage1095-95722021-04-01230117815Measuring functional connectivity with wearable MEGElena Boto0Ryan M. Hill1Molly Rea2Niall Holmes3Zelekha A. Seedat4James Leggett5Vishal Shah6James Osborne7Richard Bowtell8Matthew J. Brookes9Sir Peter Mansfield Imaging Centre, School of Physics and Astronomy, University of Nottingham, University Park, Nottingham, NG7 2RD, United Kingdom; Corresponding author.Sir Peter Mansfield Imaging Centre, School of Physics and Astronomy, University of Nottingham, University Park, Nottingham, NG7 2RD, United KingdomSir Peter Mansfield Imaging Centre, School of Physics and Astronomy, University of Nottingham, University Park, Nottingham, NG7 2RD, United KingdomSir Peter Mansfield Imaging Centre, School of Physics and Astronomy, University of Nottingham, University Park, Nottingham, NG7 2RD, United KingdomSir Peter Mansfield Imaging Centre, School of Physics and Astronomy, University of Nottingham, University Park, Nottingham, NG7 2RD, United KingdomSir Peter Mansfield Imaging Centre, School of Physics and Astronomy, University of Nottingham, University Park, Nottingham, NG7 2RD, United KingdomQuSpin Inc., 331 South 104th Street, Suite 130, Louisville, 80027, CO, USAQuSpin Inc., 331 South 104th Street, Suite 130, Louisville, 80027, CO, USASir Peter Mansfield Imaging Centre, School of Physics and Astronomy, University of Nottingham, University Park, Nottingham, NG7 2RD, United KingdomSir Peter Mansfield Imaging Centre, School of Physics and Astronomy, University of Nottingham, University Park, Nottingham, NG7 2RD, United KingdomOptically-pumped magnetometers (OPMs) offer the potential for a step change in magnetoencephalography (MEG) enabling wearable systems that provide improved data quality, accommodate any subject group, allow data capture during movement and potentially reduce cost. However, OPM-MEG is a nascent technology and, to realise its potential, it must be shown to facilitate key neuroscientific measurements, such as the characterisation of brain networks. Networks, and the connectivities that underlie them, have become a core area of neuroscientific investigation, and their importance is underscored by many demonstrations of their disruption in brain disorders. Consequently, a demonstration of network measurements using OPM-MEG would be a significant step forward. Here, we aimed to show that a wearable 50-channel OPM-MEG system enables characterisation of the electrophysiological connectome. To this end, we measured connectivity in the resting state and during a visuo-motor task, using both OPM-MEG and a state-of-the-art 275-channel cryogenic MEG device. Our results show that resting-state connectome matrices from OPM and cryogenic systems exhibit a high degree of similarity, with correlation values >70%. In addition, in task data, similar differences in connectivity between individuals (scanned multiple times) were observed in cryogenic and OPM-MEG data, again demonstrating the fidelity of the OPM-MEG device. This is the first demonstration of network connectivity measured using OPM-MEG, and results add weight to the argument that OPMs will ultimately supersede cryogenic sensors for MEG measurement.http://www.sciencedirect.com/science/article/pii/S1053811921000926Optically-pumped magnetometerOPMMagnetoencephalographyMEGOPM-MEGFunctional connectivity |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Elena Boto Ryan M. Hill Molly Rea Niall Holmes Zelekha A. Seedat James Leggett Vishal Shah James Osborne Richard Bowtell Matthew J. Brookes |
spellingShingle |
Elena Boto Ryan M. Hill Molly Rea Niall Holmes Zelekha A. Seedat James Leggett Vishal Shah James Osborne Richard Bowtell Matthew J. Brookes Measuring functional connectivity with wearable MEG NeuroImage Optically-pumped magnetometer OPM Magnetoencephalography MEG OPM-MEG Functional connectivity |
author_facet |
Elena Boto Ryan M. Hill Molly Rea Niall Holmes Zelekha A. Seedat James Leggett Vishal Shah James Osborne Richard Bowtell Matthew J. Brookes |
author_sort |
Elena Boto |
title |
Measuring functional connectivity with wearable MEG |
title_short |
Measuring functional connectivity with wearable MEG |
title_full |
Measuring functional connectivity with wearable MEG |
title_fullStr |
Measuring functional connectivity with wearable MEG |
title_full_unstemmed |
Measuring functional connectivity with wearable MEG |
title_sort |
measuring functional connectivity with wearable meg |
publisher |
Elsevier |
series |
NeuroImage |
issn |
1095-9572 |
publishDate |
2021-04-01 |
description |
Optically-pumped magnetometers (OPMs) offer the potential for a step change in magnetoencephalography (MEG) enabling wearable systems that provide improved data quality, accommodate any subject group, allow data capture during movement and potentially reduce cost. However, OPM-MEG is a nascent technology and, to realise its potential, it must be shown to facilitate key neuroscientific measurements, such as the characterisation of brain networks. Networks, and the connectivities that underlie them, have become a core area of neuroscientific investigation, and their importance is underscored by many demonstrations of their disruption in brain disorders. Consequently, a demonstration of network measurements using OPM-MEG would be a significant step forward. Here, we aimed to show that a wearable 50-channel OPM-MEG system enables characterisation of the electrophysiological connectome. To this end, we measured connectivity in the resting state and during a visuo-motor task, using both OPM-MEG and a state-of-the-art 275-channel cryogenic MEG device. Our results show that resting-state connectome matrices from OPM and cryogenic systems exhibit a high degree of similarity, with correlation values >70%. In addition, in task data, similar differences in connectivity between individuals (scanned multiple times) were observed in cryogenic and OPM-MEG data, again demonstrating the fidelity of the OPM-MEG device. This is the first demonstration of network connectivity measured using OPM-MEG, and results add weight to the argument that OPMs will ultimately supersede cryogenic sensors for MEG measurement. |
topic |
Optically-pumped magnetometer OPM Magnetoencephalography MEG OPM-MEG Functional connectivity |
url |
http://www.sciencedirect.com/science/article/pii/S1053811921000926 |
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