Measuring functional connectivity with wearable MEG

被引:87
作者
Boto, Elena [1 ]
Hill, Ryan M. [1 ]
Rea, Molly [1 ]
Holmes, Niall [1 ]
Seedat, Zelekha A. [1 ]
Leggett, James [1 ]
Shah, Vishal [2 ]
Osborne, James [2 ]
Bowtell, Richard [1 ]
Brookes, Matthew J. [1 ]
机构
[1] Univ Nottingham, Sir Peter Mansfield Imaging Ctr, Sch Phys & Astron, Univ Pk, Nottingham NG7 2RD, England
[2] QuSpin Inc, 331 South 104th St,Suite 130, Louisville, CO 80027 USA
基金
英国工程与自然科学研究理事会;
关键词
Optically-pumped magnetometer; OPM; Magnetoencephalography; MEG; OPM-MEG; Functional connectivity; Network; Wearable MEG; Amplitude-envelope correlation; AEC; MAGNETOENCEPHALOGRAPHY;
D O I
10.1016/j.neuroimage.2021.117815
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
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.
引用
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页数:14
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