Cited by 158Atomic and Subatomic Physics ResearchAdvanced MRI Techniques and ApplicationsMagnetic Field Sensors Techniques

Non-Invasive Functional-Brain-Imaging with an OPM-based Magnetoencephalography System

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Borna, Amir, Carter, Tony R., Colombo, Anthony P., Jau, Yuan-Yu, McKay, Jim, Weisend, Michael, Taulu, Samu, Stephen, Julia M. +1 more·2020·PLOS ONE

Abstract

A non-invasive functional-brain-imaging system based on optically-pumped-magnetometers (OPM) is presented. The OPM-based magnetoencephalography (MEG) system features 20 OPM channels conforming to the subject's scalp. We have conducted two MEG experiments on three subjects: assessment of somatosensory evoked magnetic field (SEF) and auditory evoked magnetic field (AEF) using our OPM-based MEG system and a commercial MEG system based on superconducting quantum interference devices (SQUIDs). We cross validated the robustness of our system by calculating the distance between the location of the equivalent current dipole (ECD) yielded by our OPM-based MEG system and the ECD location calculated by the commercial SQUID-based MEG system. We achieved sub-centimeter accuracy for both SEF and AEF responses in all three subjects. Due to the proximity (12 mm) of the OPM channels to the scalp, it is anticipated that future OPM-based MEG systems will offer enhanced spatial resolution as they will capture finer spatial features compared to traditional MEG systems employing SQUIDs.

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Crossref · 10.1371/journal.pone.0227684

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  • OPM-MEG experiments involving participant motion require an OPM-optimised MSR with a very low remnant magnetic field and active magnetic shielding.

    “These constraints mean that OPM-MEG experiments involving participant motion require an OPM-optimised MSR with a very low remnant magnetic field along with ‘active’ magnetic shielding”

    From Naturalistic Hyperscanning with Wearable Magnetoencephalography (2023) · cites this paper as [36]

    The Materials and methods section describes a custom magnetic shield with coils that null the remnant DC field; Results > Array characterization reports a background field below 0.3 nT. But Methods > Experimental setup assumes stationary sensors during measurement. The paper does not establish that experiments involving participant motion require an OPM-optimised room or active shielding during motion. (LLM, conf=0.86)

    Experimental — accuracy not yet measured

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  1. [1]Hämäläinen M, Hari R, Ilmoniemi RJ, Knuutila J, Lounasmaa OV. Magnetoencephalography—theory, instrumentation, and applications to noninvasive studies of the working human brain. Rev Mod Phys. 1993; 65(2): 413– 97.
  2. [2]Aydin U, Vorwerk J, Dumpelmann M, Kupper P, Kugel H, Heers M, et al Combined EEG/MEG Can Outperform Single Modality EEG or MEG Source Reconstruction in Presurgical Epilepsy Diagnosis. Plos One. 2015; 10(3): 29. PMC4356563 25761059
  3. [3]Hari R, Puce A. MEG-EEG Primer: Oxford University Press; 2007.
  4. [4]Taulu S, Simola J. Spatiotemporal signal space separation method for rejecting nearby interference in MEG measurements. Physics in Medicine and Biology. 2006; 51(7): 1759– 68. 10.1088/0031-9155/51/7/008 16552102 · DOI
  5. [5]Taulu S, Kajola M. Presentation of electromagnetic multichannel data: The signal space separation method. Journal of Applied Physics. 2005; 97(12).
  6. [6]Shah VK, Wakai RT. A compact, high performance atomic magnetometer for biomedical applications. Physics in Medicine and Biology. 2013; 58(22): 8153– 61. 10.1088/0031-9155/58/22/8153 24200837 PMC3971838 · DOI · Paper page
  7. [8]Colombo AP, Carter TR, Borna A, Jau Y-Y, Johnson CN, Dagel AL, et al Four-channel optically pumped atomic magnetometer for magnetoencephalography. Optics Express. 2016; 24(14): 15403– 16. 10.1364/OE.24.015403 27410816 PMC5025229 · DOI
  8. [9]Xia H, Baranga AB-A, Hoffman D, Romalis MV. Magnetoencephalography with an atomic magnetometer. Applied Physics Letters. 2006; 89(21): 211104.
  9. [10]Johnson C, Schwindt PDD, Weisend M. Magnetoencephalography with a two-color pump-probe, fiber-coupled atomic magnetometer. Applied Physics Letters. 2010; 97(24): 243703– 3.
  10. [11]Knappe S, Sander TH, Kosch O, Wiekhorst F, Kitching J, Trahms L. Cross-validation of microfabricated atomic magnetometers with superconducting quantum interference devices for biomagnetic applications. Applied Physics Letters. 2010; 97(13).
  11. [14]Borna A, Carter TR, Goldberg JD, Colombo AP, Jau YY, Berry C, et al A 20-channel magnetoencephalography system based on optically pumped magnetometers. Physics in Medicine and Biology. 2017; 62(23): 8909– 23. 10.1088/1361-6560/aa93d1 29035875 PMC5890515 · DOI
  12. [15]Alem O, Sander TH, Mhaskar R, LeBlanc J, Eswaran H, Steinhoff U, et al Fetal magnetocardiography measurements with an array of microfabricated optically pumped magnetometers. Physics in Medicine and Biology. 2015; 60(12): 4797– 811. 10.1088/0031-9155/60/12/4797 26041047 · DOI
  13. [16]Alem O, Benison AM, Barth DS, Kitching J, Knappe S. Magnetoencephalography of Epilepsy with a Microfabricated Atomic Magnetrode. J Neurosci. 2014; 34(43): 14324– 7. 10.1523/JNEUROSCI.3495-14.2014 25339745 PMC6608390 · DOI
  14. [18]Okada Y, Hamalainen M, Pratt K, Mascarenas A, Miller P, Han M, et al BabyMEG: A whole-head pediatric magnetoencephalography system for human brain development research. Rev Sci Instrum. 2016; 87(9): 094301 10.1063/1.4962020 27782541 · DOI
  15. [19]Dupontro J, Haroche S, Cohentan C. DETECTION OF VERY WEAK MAGNETIC FIELDS (10-9GAUSS) BY 87RB-ZERO-FIELD LEVEL CROSSING RESONANCES. Phys Lett A. 1969; A 28(9): 638–&.
  16. [20]Happer W. Optical-Pumping. Reviews of Modern Physics. 1972; 44(2): 169–&.
  17. [21]Zetter R, Iivanainen J, Stenroos M, Parkkonen L. Requirements for Coregistration Accuracy in On-Scalp MEG. Brain Topogr. 2018; 31(6): 931– 48. 10.1007/s10548-018-0656-5 29934728 PMC6182446 · DOI
  18. [22]Cohentannoudji C, Dupontro J. EXPERIMENTAL STUDY OF ZEEMAN LIGHT SHIFTS IN WEAK MAGNETIC-FIELDS. Physical Review a-General Physics. 1972; 5(2): 968–+.
  19. [24]Oostenveld R, Fries P, Maris E, Schoffelen J-M. FieldTrip: Open Source Software for Advanced Analysis of MEG, EEG, and Invasive Electrophysiological Data. Computational Intelligence and Neuroscience. 2011; 2011: 9. PMC3021840 21253357
  20. [26]Escudero J, Hornero R, Abasolo D, Fernandez A, Lopez-Coronado M. Artifact removal in magnetoencephalogram background activity with independent component analysis. Ieee Transactions on Biomedical Engineering. 2007; 54(11): 1965– 73. 10.1109/TBME.2007.894968 18018691 · DOI
  21. [27]Scherg M. Fundamentals of dipole source potential analysis;. In: Grandori F, Hoke M, Romani GL, editors. Auditory Evoked Magnetic Fields and Electric Potentials. 6. Basel: Karger; 1990 p. 40– 69.
  22. [28]Nolte G. The magnetic lead field theorem in the quasi-static approximation and its use for magnetoencephalography forward calculation in realistic volume conductors. Physics in Medicine and Biology. 2003; 48(22): 3637– 52. 10.1088/0031-9155/48/22/002 14680264 · DOI
  23. [29]Uusitalo M, Ilmoniemi R. Signal-space projection method for separating MEG or EEG into components. Medical and Biological Engineering and Computing. 1997; 35(2): 135– 40. 10.1007/bf02534144 9136207 · DOI
  24. [30]Forss N, Hietanen M, Salonen O, Hari R. Modified activation of somatosensory cortical network in patients with right-hemisphere stroke. Brain. 1999; 122: 1889– 99. 10.1093/brain/122.10.1889 10506091 · DOI
  25. [31]Whalen C, Maclin EL, Fabiani M, Gratton G. Validation of a Method for Coregistering Scalp Recording Locations With 3D Structural MR Images. Human Brain Mapping. 2008; 29(11): 1288– 301. 10.1002/hbm.20465 17894391 PMC6871211 · DOI
  26. [32]Chella F, Marzetti L, Stenroos M, Parkkonen L, Ilmoniemi RJ, Romani GL, et al The impact of improved MEG-MRI co-registration on MEG connectivity analysis. Neuroimage. 2019; 197: 354– 67. 10.1016/j.neuroimage.2019.04.061 31029868 · DOI

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Authors
Borna, A., Carter, T. R., Colombo, A. P., Jau, Y.-Y., McKay, J., Weisend, M., Taulu, S., Stephen, J. M., & Schwindt, P. D. D.
Affiliations
  • Sandia National Laboratories (US)
  • University of Washington (US)
  • Mind Research Network (US)
Corresponding author
Borna, Amir
Venue
PLOS ONE
Published
2020-01-24
Volume
15
Issue
1
Pages
e0227684
ISSN
1932-6203 (ISSN-L)
OpenAlex
W3002374698
Cited by
158
References
6
Citations by year
2026: 16 · 2025: 16 · 2024: 37 · 2023: 29 · 2022: 29 · 2021: 25 · 2020: 6
FWCI
9.05
Type
journal article
Language
en
Open access
Locations
  • PLoS ONE (publishedVersion, cc-by)
  • Europe PMC (PubMed Central) (publishedVersion, cc-by)
  • PubMed Central (publishedVersion, cc-by)
  • PubMed (publishedVersion)
  • OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information) (submittedVersion)
  • DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
  • Figshare (submittedVersion, cc-by)
Funders
National Institute of Biomedical Imaging and Bioengineering (R56EB013302, R01EB013302)
Topics
  • Physical Sciences › Physics and Astronomy › Atomic and Molecular Physics, and Optics › Atomic and Subatomic Physics Research
  • Health Sciences › Medicine › Radiology, Nuclear Medicine and Imaging › Advanced MRI Techniques and Applications
  • Physical Sciences › Engineering › Electrical and Electronic Engineering › Magnetic Field Sensors Techniques
Keywords
optically pumped magnetometers, magnetoencephalography, functional neuroimaging, somatosensory evoked fields, auditory evoked magnetic fields, equivalent current dipole, SQUID comparison, spatial resolution, non-invasive brain imaging
MeSH terms
Superconductivity, Adult, Brain, Brain Mapping, Equipment Design, Evoked Potentials, Auditory, Evoked Potentials, Somatosensory, Humans, Male, Signal Processing, Computer-Assisted, Magnetoencephalography, Optical Devices, Functional Neuroimaging

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