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...

Full description

Bibliographic Details
Main Authors: Elena Boto, Ryan M. Hill, Molly Rea, Niall Holmes, Zelekha A. Seedat, James Leggett, Vishal Shah, James Osborne, Richard Bowtell, Matthew J. Brookes
Format: Article
Language:English
Published: Elsevier 2021-04-01
Series:NeuroImage
Subjects:
OPM
MEG
Online Access:http://www.sciencedirect.com/science/article/pii/S1053811921000926
id doaj-a7bb8f8ab65942319c2997034a733bc4
record_format Article
spelling 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
work_keys_str_mv AT elenaboto measuringfunctionalconnectivitywithwearablemeg
AT ryanmhill measuringfunctionalconnectivitywithwearablemeg
AT mollyrea measuringfunctionalconnectivitywithwearablemeg
AT niallholmes measuringfunctionalconnectivitywithwearablemeg
AT zelekhaaseedat measuringfunctionalconnectivitywithwearablemeg
AT jamesleggett measuringfunctionalconnectivitywithwearablemeg
AT vishalshah measuringfunctionalconnectivitywithwearablemeg
AT jamesosborne measuringfunctionalconnectivitywithwearablemeg
AT richardbowtell measuringfunctionalconnectivitywithwearablemeg
AT matthewjbrookes measuringfunctionalconnectivitywithwearablemeg
_version_ 1721530391036166144