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Functional Brain mapping using ECoG
(electrocorticography)
Keren Rosenberg Seminar computational method March 08
Use of ECoG for identification of functional brain areas
• ECoG stimulations: determine critical location by disrupting the function.
• ECoG recordings: mapping endogenous cortical function, reflecting normal cortical function.
Functionally event results in:
ERP
(Event-related potentials)
ERS
(Event-related
synchronization)
ERD
(Event-related
desynchronization)
phase-locked not phase-locked not phase-locked
Closing eyes and relaxation: increase in alpha (9-12 Hz)
Hand movement: decrease in Mu rhythm
(9-13 Hz )
Real-time functional brain mapping using electrocorticography (ECoG)
Kai J. Miller, Marcel denNijs, Pradeep Shenoy, John W. Miller, Rajesh P.N. Rao and Jeffrey G. Ojemann
NeuroImage (2007)
Aim
• Improving the identification of functional correlates using ECoG recordings.
Copyright ©2007 Society for Neuroscience
Miller, K. J. et al. J. Neurosci. 2007;27:2424-2432
Different analysis techniques:
Method• Using HFB band-pass of 76-200 Hz which is called: “Ҳ
index”
• 8 patients with peri rolandic electrodes
• ECoG: 4 mm diameter, 1 cm inter-electrode spacing
• Amplifier: 0.15-200 Hz
• Data was processed online using BCI2000
Task
• Repeated opening and closing hand for 3-s block and 3-s rest.
• This was repeated 15 times stating with 10 seconds of rest.
• Analysis was only of first 5 blocks.
Data analysis
• X index band-passed
• 80 ms windows Log power of data was calculated
• Mean and SD of the log power were determined for the baseline period.
• For activity period, the baseline was subtracted for each time window.
• Generation of cortical activation map.
Spectogram from a single electrode for 15s hand movement vs. 10s baseline.
Decrease in mu rhythm in hand movement
A reliable increase with function was over the entire 76–200 Hz interval
localized activity for the first 15 s of movement
Offline hand motor area mapping. The bar plots indicate the sum of suprathreshold activity for each electrode.
Averaged difference between movement and baseline in log power in the most responsive electrode
Freq
Mean, superimposed, activation across all 8 patients
30 76 200
Chi Index
Movement vs. baseline- 8 subjects
Real time mappingSupra-threshold activity immediately upon initiation of the handshake ,
Activation of hand sensorimotor cortex throughout the handshake.
Movie
Discussion
• Reliable maps of cortical function can be obtained using the power in the “χ-index .
• The results can be assessed immediately, in real time.
• This method can be applied to clinical and research mapping of human cortex.
However…
• No comparison to other methods such as fMRI or ECoG stimulations.
• Showed correspondence to Intra Operative Stimulations only in 3 subjects.
• Not all of the subjects showed focal pattern of activation.
Case Study
Keren Rosenbergllana PodlipskyDr. Hadas Okon-SingerUri GordonAndrey ZhdanovDr. David PapoProf. Itzhak FriedDr. Talma Hendler
Dr. Kipervasser SvetlanaDr. Fani AndelmanDavid Yosef
Case StudyCase Study
• 21 years old male (T.B) with epilepsy
• No focal lesion
• Pre-surgical multi-modal evaluation:
• fMRI
• ElectroCorticoGraphy (EcoG) stimulations
• EcoG recordings
Internal
External
Simple# # # 2 2 2
Complex
% $ #2 1 3
Paradigm– Finger tapping:
Block design – 12 task blocks – 6 sequences X 3 sec=18 seconds 13 rest blocks
4
8
t(106)p<0.000118
Activation maps of patient T.B
All motor vs. rest
Correspondance between fMRI and Stripes
Group activation map
Internal simple
External simple
EcoG stimulus evoked event related potentials (ERPs)
stimulus onset stimulus onset
SummarySummary
• In the SMA, amplitude differences locked to cue depends on source of planning