TY - JOUR
T1 - Source localization comparison and combination of OPM-MEG and fMRI to detect sensorimotor cortex responses
AU - An, Nan
AU - Gao, Zhenfeng
AU - Li, Wen
AU - Cao, Fuzhi
AU - Wang, Wenli
AU - Xu, Weinan
AU - Wang, Chunhui
AU - Xiang, Min
AU - Gao, Yang
AU - Wang, Dawei
AU - Yu, Dexin
AU - Ning, Xiaolin
N1 - Publisher Copyright:
© 2024 Elsevier B.V.
PY - 2024/9
Y1 - 2024/9
N2 - Background and objectives: The exploration of various neuroimaging techniques have become focal points within the field of neuroscience research. Magnetoencephalography based on optically pumped magnetometers (OPM-MEG) has shown significant potential to be the next generation of functional neuroimaging with the advantages of high signal intensity and flexible sensor arrangement. In this study, we constructed a 31-channel OPM-MEG system and performed a preliminary comparison of the temporal and spatial relationship between magnetic responses measured by OPM-MEG and blood-oxygen-level-dependent signals detected by functional magnetic resonance imaging (fMRI) during a grasping task. Methods: For OPM-MEG, the β-band (15–30 Hz) oscillatory activities can be reliably detected across multiple subjects and multiple session runs. To effectively localize the inhibitory oscillatory activities, a source power-spectrum ratio-based imaging method was proposed. This approach was compared with conventional source imaging methods, such as minimum norm-type and beamformer methods, and was applied in OPM-MEG source analysis. Subsequently, the spatial and temporal responses at the source-level between OPM-MEG and fMRI were analyzed. Results: The effectiveness of the proposed method was confirmed through simulations compared to benchmark methods. Our demonstration revealed an average spatial separation of 10.57 ± 4.41 mm between the localization results of OPM-MEG and fMRI across four subjects. Furthermore, the fMRI-constrained OPM-MEG localization results indicated a more focused imaging extent. Conclusions: Taken together, the performance exhibited by OPM-MEG positions it as a potential instrument for functional surgery assessment.
AB - Background and objectives: The exploration of various neuroimaging techniques have become focal points within the field of neuroscience research. Magnetoencephalography based on optically pumped magnetometers (OPM-MEG) has shown significant potential to be the next generation of functional neuroimaging with the advantages of high signal intensity and flexible sensor arrangement. In this study, we constructed a 31-channel OPM-MEG system and performed a preliminary comparison of the temporal and spatial relationship between magnetic responses measured by OPM-MEG and blood-oxygen-level-dependent signals detected by functional magnetic resonance imaging (fMRI) during a grasping task. Methods: For OPM-MEG, the β-band (15–30 Hz) oscillatory activities can be reliably detected across multiple subjects and multiple session runs. To effectively localize the inhibitory oscillatory activities, a source power-spectrum ratio-based imaging method was proposed. This approach was compared with conventional source imaging methods, such as minimum norm-type and beamformer methods, and was applied in OPM-MEG source analysis. Subsequently, the spatial and temporal responses at the source-level between OPM-MEG and fMRI were analyzed. Results: The effectiveness of the proposed method was confirmed through simulations compared to benchmark methods. Our demonstration revealed an average spatial separation of 10.57 ± 4.41 mm between the localization results of OPM-MEG and fMRI across four subjects. Furthermore, the fMRI-constrained OPM-MEG localization results indicated a more focused imaging extent. Conclusions: Taken together, the performance exhibited by OPM-MEG positions it as a potential instrument for functional surgery assessment.
KW - Magnetoencephalography (MEG)
KW - OPM-MEG
KW - Oscillatory activity
KW - Spatial localization
KW - fMRI
UR - https://www.scopus.com/pages/publications/85196770022
U2 - 10.1016/j.cmpb.2024.108292
DO - 10.1016/j.cmpb.2024.108292
M3 - 文章
C2 - 38936152
AN - SCOPUS:85196770022
SN - 0169-2607
VL - 254
JO - Computer Methods and Programs in Biomedicine
JF - Computer Methods and Programs in Biomedicine
M1 - 108292
ER -