TY - JOUR
T1 - Test-retest reliability of the human connectome
T2 - An OPM-MEG study
AU - Rier, Lukas
AU - Michelmann, Sebastian
AU - Ritz, Harrison
AU - Shah, Vishal
AU - Hill, Ryan M.
AU - Osborne, James
AU - Doyle, Cody
AU - Holmes, Niall
AU - Bowtell, Richard
AU - Brookes, Matthew J.
AU - Norman, Kenneth Andrew
AU - Hasson, Uri
AU - Cohen, Jonathan D.
AU - Boto, Elena
N1 - Publisher Copyright:
© 2023 Massachusetts Institute of Technology. Published under a Creative Commons Attribution 4.0 International (CC BY 4.0) license.
PY - 2023/10
Y1 - 2023/10
N2 - Magnetoencephalography with optically pumped magnetometers (OPM-MEG) offers a new way to record electrophysiological brain function, with significant advantages over conventional MEG, including adaptability to head shape/size, free movement during scanning, increased signal amplitude, and no reliance on cryogenics. However, OPM-MEG remains in its infancy, with significant questions to be answered regarding the optimal system design. Here, we present an open-source dataset acquired using a newly constructed OPM-MEG system with a triaxial sensor design, 168 channels, OPM-optimised magnetic shielding, and active background field control. We measure the test-retest reliability of the human connectome, which was computed using amplitude envelope correlation to measure whole-brain (parcellated) functional connectivity, in 10 individuals while they watch a 600 s move clip. Our results show high repeatability between experimental runs at the group level, with a correlation coefficient of 0.81 in the θ, 0.93 in (Formula presented.), and 0.94 in β frequency ranges. At the individual subject level, we found marked differences between individuals, but high within-subject robustness (correlations of 0.56 ± 0.25, 0.72 ± 0.15, and 0.78 ± 0.13 in (Formula presented.), θ, and β respectively). These results compare well to previous findings using conventional MEG and show that OPM-MEG is a viable way to robustly characterise connectivity.
AB - Magnetoencephalography with optically pumped magnetometers (OPM-MEG) offers a new way to record electrophysiological brain function, with significant advantages over conventional MEG, including adaptability to head shape/size, free movement during scanning, increased signal amplitude, and no reliance on cryogenics. However, OPM-MEG remains in its infancy, with significant questions to be answered regarding the optimal system design. Here, we present an open-source dataset acquired using a newly constructed OPM-MEG system with a triaxial sensor design, 168 channels, OPM-optimised magnetic shielding, and active background field control. We measure the test-retest reliability of the human connectome, which was computed using amplitude envelope correlation to measure whole-brain (parcellated) functional connectivity, in 10 individuals while they watch a 600 s move clip. Our results show high repeatability between experimental runs at the group level, with a correlation coefficient of 0.81 in the θ, 0.93 in (Formula presented.), and 0.94 in β frequency ranges. At the individual subject level, we found marked differences between individuals, but high within-subject robustness (correlations of 0.56 ± 0.25, 0.72 ± 0.15, and 0.78 ± 0.13 in (Formula presented.), θ, and β respectively). These results compare well to previous findings using conventional MEG and show that OPM-MEG is a viable way to robustly characterise connectivity.
KW - functional connectivity
KW - magnetoencephalography
KW - OPM-MEG
KW - optically pumped magnetometers
KW - reliability
UR - https://www.scopus.com/pages/publications/105010239934
UR - https://www.scopus.com/inward/citedby.url?scp=105010239934&partnerID=8YFLogxK
U2 - 10.1162/imag_a_00020
DO - 10.1162/imag_a_00020
M3 - Article
C2 - 40799699
AN - SCOPUS:105010239934
SN - 2837-6056
VL - 1
SP - 1
EP - 20
JO - Imaging Neuroscience
JF - Imaging Neuroscience
ER -