Literature DB >> 33524584

Measuring functional connectivity with wearable MEG.

Elena Boto1, Ryan M Hill2, Molly Rea2, Niall Holmes2, Zelekha A Seedat2, James Leggett2, Vishal Shah3, James Osborne3, Richard Bowtell2, Matthew J Brookes2.   

Abstract

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.
Copyright © 2021. Published by Elsevier Inc.

Entities:  

Keywords:  AEC; Amplitude-envelope correlation; Functional connectivity; MEG; Magnetoencephalography; Network; OPM; OPM-MEG; Optically-pumped magnetometer; Wearable MEG

Year:  2021        PMID: 33524584     DOI: 10.1016/j.neuroimage.2021.117815

Source DB:  PubMed          Journal:  Neuroimage        ISSN: 1053-8119            Impact factor:   6.556


  11 in total

1.  Connectomics of human electrophysiology.

Authors:  Sepideh Sadaghiani; Matthew J Brookes; Sylvain Baillet
Journal:  Neuroimage       Date:  2021-12-12       Impact factor: 6.556

2.  An Impending Paradigm Shift in Motor Imagery Based Brain-Computer Interfaces.

Authors:  Sotirios Papadopoulos; James Bonaiuto; Jérémie Mattout
Journal:  Front Neurosci       Date:  2022-01-12       Impact factor: 4.677

3.  Muscle Fatigue Revisited - Insights From Optically Pumped Magnetometers.

Authors:  Davide Sometti; Lorenzo Semeia; Sangyeob Baek; Hui Chen; Giulia Righetti; Juergen Dax; Cornelius Kronlage; Milena Kirchgässner; Alyssa Romano; Johanna Heilos; Deborah Staber; Julia Oppold; Thomas Middelmann; Christoph Braun; Philip Broser; Justus Marquetand
Journal:  Front Physiol       Date:  2021-12-17       Impact factor: 4.566

4.  Using OPMs to measure neural activity in standing, mobile participants.

Authors:  Robert A Seymour; Nicholas Alexander; Stephanie Mellor; George C O'Neill; Tim M Tierney; Gareth R Barnes; Eleanor A Maguire
Journal:  Neuroimage       Date:  2021-09-21       Impact factor: 6.556

5.  Interference suppression techniques for OPM-based MEG: Opportunities and challenges.

Authors:  Robert A Seymour; Nicholas Alexander; Stephanie Mellor; George C O'Neill; Tim M Tierney; Gareth R Barnes; Eleanor A Maguire
Journal:  Neuroimage       Date:  2021-12-18       Impact factor: 6.556

6.  Quantitative Evaluation for Magnetoelectric Sensor Systems in Biomagnetic Diagnostics.

Authors:  Eric Elzenheimer; Christin Bald; Erik Engelhardt; Johannes Hoffmann; Patrick Hayes; Johan Arbustini; Andreas Bahr; Eckhard Quandt; Michael Höft; Gerhard Schmidt
Journal:  Sensors (Basel)       Date:  2022-01-28       Impact factor: 3.576

7.  Triaxial detection of the neuromagnetic field using optically-pumped magnetometry: feasibility and application in children.

Authors:  Elena Boto; Vishal Shah; Ryan M Hill; Natalie Rhodes; James Osborne; Cody Doyle; Niall Holmes; Molly Rea; James Leggett; Richard Bowtell; Matthew J Brookes
Journal:  Neuroimage       Date:  2022-02-22       Impact factor: 7.400

8.  Transforming and comparing data between standard SQUID and OPM-MEG systems.

Authors:  Urban Marhl; Anna Jodko-Władzińska; Rüdiger Brühl; Tilmann Sander; Vojko Jazbinšek
Journal:  PLoS One       Date:  2022-01-19       Impact factor: 3.240

9.  Imaging somatosensory cortex responses measured by OPM-MEG: Variational free energy-based spatial smoothing estimation approach.

Authors:  Nan An; Fuzhi Cao; Wen Li; Wenli Wang; Weinan Xu; Chunhui Wang; Min Xiang; Yang Gao; Binbin Sui; Aimin Liang; Xiaolin Ning
Journal:  iScience       Date:  2022-01-07

10.  Precision magnetic field modelling and control for wearable magnetoencephalography.

Authors:  Molly Rea; Niall Holmes; Ryan M Hill; Elena Boto; James Leggett; Lucy J Edwards; David Woolger; Eliot Dawson; Vishal Shah; James Osborne; Richard Bowtell; Matthew J Brookes
Journal:  Neuroimage       Date:  2021-07-15       Impact factor: 7.400

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