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What are we measuring with EEG and MEG ?

What are we measuring with EEG and MEG ?. Isabel Zlobinski & Xavier De Tiège. Introduction. Neurophysiological background. EEG. MEG. Introduction. In both methods, the measured signals are generated by the same synchronized neuronal activity in the brain. TEMPORAL RESOLUTION.

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What are we measuring with EEG and MEG ?

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  1. What are we measuring with EEG and MEG ? Isabel Zlobinski & Xavier De Tiège

  2. Introduction Neurophysiological background EEG MEG

  3. Introduction In both methods, the measured signals are generated by the same synchronized neuronal activity in the brain TEMPORAL RESOLUTION EEG and MEG are 2 functional cerebral imaging techniques that are closely related The main interest of M-EEG compared to other techniques

  4. Follow the rapid changes in cortical activity Reflect ongoing signal processing in the brain The temporal resolution of M-EEG

  5. Neurophysiological background Glial cells Structural support Metabolism Ions & NTT transport Myelin Neurons Information-processing units

  6. Grey matter cell bodies & dendrites White matter axones (myeline) Cortex & basal ganglia

  7. Like other cells, the neurons are surrounded by a membrane The membrane divides the tissue into intra- & extracellular compartments with different ions [ ] The difference in ions [ ] is maintained against their [ ] gradientby special proteins that pump selected ions Na+-K+ pump (3 Na+ out, 2 K+ in)

  8. The differences in ions [ ] & the permeability of the membrane for each ion The resting state of the neurons can be modified by Action Potentials Postsynaptic Potentials Axones Synaptic junctions + + + + + + + + + + + + + + - - - - - - - - - - - - - - - - - - - Resting potential - - - - - - - - - - - - - - - - - - - + + + + + + + + + + + + + + Goldman ’s equation

  9. Action Potentials Generated at the cell body/axone junction Depolarization Hyperpolarization Repolarization

  10. Action potentials - Generate 2 current dipoles = quadrupole parallel, equal intensity, opposite directions => 0 - Quadrupolar field decreases with distance as 1/r³ (compared to 1/r² for dipolar field) - Duration = 1 ms temporal summation between neighbouring fibers difficult Not observable with M-EEG

  11. Postsynaptic Potentials Synaptic junctions mainly on cell body & dendrites Action potential at the synaptic junction of the presynaptic neuron Action Potentials Liberation of neurotransmitters Receptors Ion channels activated De- or hyperpolarization

  12. Acetylcholine or glutamate Activate Na+ and Ca++ channels Depolarization Excitatory PSP Summation of EPSP Action potential at the cell body/axon junction GABA Activate Cl- channels Hyperpolarization Prevents action potential generation Inhibitory PSP

  13. EPSP Are measured with M-EEG - Generate intracellular currents and extracellular currents - Generate (approximately) one current dipole - Dipolar fields decrease with distance as 1/r² - Duration = 10 ms temporal summation between neighbouring fibers more effective A single EPSP produces a current dipole along the dendrite with a stenght of +/- 20 fA m Too small to be measured with M-EEG

  14. M-EEG see sources with strenght on the order of 10 nA m Cummulative summation of one million of synaptic junctions in a small region is required As apical dendrites of pyramidal neurons of the cortex tend to be perpendicular to the cortical surface Cummulative summation of EPSP in the same direction is more easily obtained with apical dendrites of pyramidal cells M-EEG signals are mainly produced by PSP generated at apical dendrites of pyramidal cells in the cortex

  15. What are we measuring with MEG ?

  16. M E G -graphy -encephalo- Magneto- Record magnetic fields generated by brain activity

  17. PSP induced intracellular currents (primary currents) and extracellular currents (secondary currents) Secondary currents yield potential differences on the scalp of the head that can be measured by EEG MEG measures magnetic fields induced mainly by primary currents Cummulative summation of PS primary currents of millions apical dendrites of pyramidal cells in one cortical area Generates a magnetic field measurable by MEG

  18. Primary currents Induced magnetic field "Right Hand Law" Volume currents

  19. Tangential currents will produce magnetic fields that are observable outside the head Radial currents will not produce magnetic fields outside the head MEG only detects tangential currents

  20. MEG measures the fluctuations of frequency (Hz) and amplitude (T) of the brain magnetic signal 10 fT (10-15) to about several pT (10-12) BUT Earth ’s magnetic field is about 0.5 mT Urban magnetic noise is about 1 nT to 1 µT Moving vehicules, moving elevators, radio, TV, powerlines, etc. The electrical activity of the heart, eye blinks also generate a field 2 to 3 order of magnitude larger than the signal from the brain Noise is about a factor of 10³ to 106 larger than the MEG signal

  21. We need very sensitive MEG sensors to pick up the brain magnetic fields SQUIDs MEG measurements need noise cancellation with extraordinary accuracy Design of the SQUID Magnetic shielded room Hardware and software Averaging

  22. Superconducting QUantum Interference Device SQUIDs are sensitive to very low magnetic fields The SQUIDs   "translate" the magnetic field into an electrical current which is proportional to this field To have their superconductive properties, the SQUIDs need to be maintained at-269 °C They are cooled in liquid He

  23. The different types of pick-up coils CTF system Axial and planar gradiometer Magnetometers

  24. 1980 1995-2000 Whole-head sensors arrays which use 100 to 300 sensors at different locations

  25. Noise cancellation Compensation coil compensates for variations in the background field SQUID Design 1st order axial gradiometer This SQUID will only be sensitive to inhomogeneous changes of magnetic fields between the 2 coil Pick-up coil picks up the signal from the brain Background fields will be spatially uniform Shielded room Reduce the effect of external magnetic disturbances

  26. Hardware and softwares Use of reference A linear combination of the reference output is subtracted from the MEG primary sensor output Low-pass filter, high pass filter 50-Hz filter, etc... Use of filters Use of specific softwares Averaging of brain signals

  27. With MEG, you can make (as in EEG) : - Continuous acquisition of brain signals and study some events that appear « randomly » (Epileptic abnormalities, etc.) - Evoked response: averaged MEG signals that are synchronous with an external stimulus or voluntary motor event

  28. References : - Hämäläinen et al., Reviews of Modern Physics, 1993 - Baillet et al., IEEE Signal Processing Magazine, 2001 - Jeremie Mattout PhD thesis - Murakami & Okada, J Physiol, in press

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