On the Potential of a New Generation of Magnetometers for MEG: A Beamformer Simulation Study

被引:122
作者
Boto, Elena [1 ]
Bowtell, Richard [1 ]
Kruger, Peter [2 ]
Fromhold, T. Mark [2 ]
Morris, Peter G. [1 ]
Meyer, Sofie S. [3 ]
Barnes, Gareth R. [3 ]
Brookes, Matthew J. [1 ]
机构
[1] Univ Nottingham, Sch Phys & Astron, Sir Peter Mansfield Imaging Ctr, Univ Pk, Nottingham NG7 2RD, England
[2] Univ Nottingham, Sch Phys & Astron, Midlands Ultracold Atom Res Ctr, Univ Pk, Nottingham NG7 2RD, England
[3] UCL, Wellcome Trust Ctr Neuroimaging, 12 Queen Sq, London WC1N 3BG, England
来源
PLOS ONE | 2016年 / 11卷 / 08期
基金
英国工程与自然科学研究理事会; 英国医学研究理事会;
关键词
RESTING-STATE NETWORKS; FUNCTIONAL CONNECTIVITY; ELECTRICAL-ACTIVITY; MAGNETIC-FIELDS; MAGNETOENCEPHALOGRAPHY; BRAIN; EEG; OSCILLATIONS; SYNCHRONY; FMRI;
D O I
10.1371/journal.pone.0157655
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Magnetoencephalography (MEG) is a sophisticated tool which yields rich information on the spatial, spectral and temporal signatures of human brain function. Despite unique potential, MEG is limited by a low signal-to-noise ratio (SNR) which is caused by both the inherently small magnetic fields generated by the brain, and the scalp-to-sensor distance. The latter is limited in current systems due to a requirement for pickup coils to be cryogenically cooled. Recent work suggests that optically-pumped magnetometers (OPMs) might be a viable alternative to superconducting detectors for MEG measurement. They have the advantage that sensors can be brought to within similar to 4 mm of the scalp, thus offering increased sensitivity. Here, using simulations, we quantify the advantages of hypothetical OPM systems in terms of sensitivity, reconstruction accuracy and spatial resolution. Our results show that a multichannel whole-head OPM system offers (on average) a fivefold improvement in sensitivity for an adult brain, as well as clear improvements in reconstruction accuracy and spatial resolution. However, we also show that such improvements depend critically on accurate forward models; indeed, the reconstruction accuracy of our simulated OPM system only outperformed that of a simulated superconducting system in cases where forward field error was less than 5%. Overall, our results imply that the realisation of a viable whole-head multi-channel OPM system could generate a step change in the utility of MEG as a means to assess brain electrophysiological activity in health and disease. However in practice, this will require both improved hardware and modelling algorithms.
引用
收藏
页数:24
相关论文
共 65 条
  • [1] Magnetoencephalography of Epilepsy with a Microfabricated Atomic Magnetrode
    Alem, Orang
    Benison, Alex M.
    Barth, Daniel S.
    Kitching, John
    Knappe, Svenja
    [J]. JOURNAL OF NEUROSCIENCE, 2014, 34 (43) : 14324 - 14327
  • [2] High-sensitivity atomic magnetometer unaffected by spin-exchange relaxation
    Allred, JC
    Lyman, RN
    Kornack, TW
    Romalis, MV
    [J]. PHYSICAL REVIEW LETTERS, 2002, 89 (13) : 130801 - 130801
  • [3] Fast transient networks in spontaneous human brain activity
    Baker, Adam P.
    Brookes, Matthew J.
    Rezek, Iead A.
    Smith, Stephen M.
    Behrens, Timothy
    Smith, Penny J. Probert
    Woolrich, Mark
    [J]. ELIFE, 2014, 3
  • [4] A verifiable solution to the MEG inverse problem
    Barnes, GR
    Furlong, PL
    Singh, KD
    Hillebrand, A
    [J]. NEUROIMAGE, 2006, 31 (02) : 623 - 626
  • [5] Statistical flattening of MEG beamformer images
    Barnes, GR
    Hillebrand, A
    [J]. HUMAN BRAIN MAPPING, 2003, 18 (01) : 1 - 12
  • [6] Measuring functional connectivity in MEG: A multivariate approach insensitive to linear source leakage
    Brookes, M. J.
    Woolrich, M. W.
    Barnes, G. R.
    [J]. NEUROIMAGE, 2012, 63 (02) : 910 - 920
  • [7] Complexity Measures in Magnetoencephalography: Measuring "Disorder" in Schizophrenia
    Brookes, Matthew J.
    Hall, Emma L.
    Robson, Sian E.
    Price, Darren
    Palaniyappan, Lena
    Liddle, Elizabeth B.
    Liddle, Peter F.
    Robinson, Stephen E.
    Morris, Peter G.
    [J]. PLOS ONE, 2015, 10 (04):
  • [8] Investigating the electrophysiological basis of resting state networks using magnetoencephalography
    Brookes, Matthew J.
    Woolrich, Mark
    Luckhoo, Henry
    Price, Darren
    Hale, Joanne R.
    Stephenson, Mary C.
    Barnes, Gareth R.
    Smith, Stephen M.
    Morris, Peter G.
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2011, 108 (40) : 16783 - 16788
  • [9] Investigating spatial specificity and data averaging in MEG
    Brookes, Matthew J.
    Zumer, Johanna M.
    Stevenson, Claire M.
    Hale, Joanne R.
    Barnes, Gareth R.
    Vrba, Jiri
    Morris, Peter G.
    [J]. NEUROIMAGE, 2010, 49 (01) : 525 - 538