Combining tDCS and fMRI - Organization for Human Brain … · current stimulation. Hum Brain Mapp,...
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Department of Clinical Neurophysiology
Georg-August University Goettingen
Combining tDCS and fMRI
Andrea Antal
OHMB Teaching Course, Hamburg
June 8, 2014
Classical „Biomarkers“ for measuring
human neuroplasticity
TMS – Motor evoked potential
Behavioral tests (RTs, accuracy)
EEG
fMRI?
Previous studies: Interleaved TMS - fMRI
Problems:
- The magnetic field of the MR scanner causes strong
mechanical forces on the TMS coil
- Stimulator induces noise that can decrease image
quality
-TMS pulses given directly during image acquisition
severely deteriorate the images
tDCS: experimental designs
Baudewig et al., 2001: 57% decrease of activated pixels in the
SMA after cathodal tDCS, but no change in the hand area of the
M1. Anodal tDCS yielded a nonsignificant 5% increase of activated
pixels with no regional differences.
Jang et al., 2009: The activation underlying primary sensorimotor
cortex was significantly increased in the anodal group and
significantly decreased in the sham group.
Stagg et al., 2009: anodal tDCS led to short-lived activation
increases in the M1 and the SMA within the stimulated hemisphere.
Cathodal tDCS led to an increase in activation in the contralateral
M1 and PMd, as well as an increase in functional connectivity.
Consecutive tDCS-fMRI measurements
Combining tDCS with fMRI
MR compatible resistors of 5.6 kOhm in each wire to avoid
sudden temperature increases due to induction voltages from
radio frequency pulses.
Concurrent tDCS & fMRI: Aims - Investigation of local and remote tDCS-effects non-
invasively
- Direct visualization of the stimulation-induced
changes in brain activity with high spatial resolution
and the possibility to chart how tDCS modifies ongoing
brain activations
Pitfalls
• Susceptibility Artefacts
• Decreased SNR
• Induced Currents
Artefacts
Kwon et al., 2008
Interleaved
tDCS – fMRI
resting–tDCS–tDCS–tDCS–tDCS
(21 sec each)
4th tDCS
Antal et al., 2011
Signal-to-noise ratio
T2*-weighted
EPI raw images
SNR
Antal et al., 2011
Courtesy of Klaus Schellhorn, NeuroConn
Intensity of stimulation during MR imaging
- 20 right handed subjects
- 3 Tesla (Siemens TIM Trio)
- 8 Channel Head Coil
- EPI: TR : 2000 ms, TE: 36 ms, 22 sections, 2x2x4 mm3
- 20 sec stimulation, 20 sec rest (x 8)
- Electrodes placed over:
Left M1 Hand / Right Orbita OTP junction
1. Anodal tDCS 6. Anodal / Cathodal tDCS
2. Cathodal tDCS 7. FT
3. Finger Tapping (FT) 8. FT + Anodal / Cathodal tDCS
4. FT + Anodal tDCS
5. FT + Cathodal tDCS
Effects of tDCS during rest and motor activity
Antal et al., 2011
peak TAL x=-6,y=-13,z=53; t(12)=4.1, p=0.0015
Sham - anodal
Antal et al., 2011
Antal et al., 2011
Antal et al., 2007
Decreased BOLD during cathodal tDCS:
Possible explanation
Artefacts or real signal?
Antal et al., 2012
Antal et al. 2012
fMRI
Modelling
Online - effects of tDCS:
is CBF measurement more sensitive
than BOLD?
Questions: - How specific?
- Regional / global CBF increases by anodal /
decreases by cathodal?
Method: ASL: usesmagnetically labeled arterial blood water as
an endogenous tracer
Smaller number of
inhibitory synapses?
Zheng et al., 2011
Zheng et al., 2011
CBF changes in a network of brain regions for
the anodal condition. Averaged distribution of
CBF response across the entire brain space
correlated with the timecourse obtained from
the VOI under the electrode for the anodal
condition.
Voxel-wisewhole-brain analysis of ON vs OFF for
the anodal condition.
Zheng et al., 2011
Stimulation intensity dependence
- L-DLPFC
- Aftereffects
- Functional connectivity
Similar results:
Stagg et al., 2013
Stagg et al., 2013
Anodal stimulation –
Anodal baseline
(Anodal stimulation –
Anodal baseline) – (Cathodal
stimulation –
Cathodal baseline)
Cathodal stimulation –
Cathodal baseline
Brain perfusion changes
Stagg et al., 2013
Anodal
Functional connectivity changes
Cathodal
After anodal stimulation
Stimulation of the R - mPFC
- 60 subjects: sham, anodal,
cathodal over Fp2-Fpz
- 20 min stimulation, before
and during 6 min ASL
Antal et al., 2014
Nodal connectivity degree in
the left PCC area and in the
right DLPFC significantly
increased after anodal tDCS
Polania et al., 2011
Seed-based and independent component analyses ICA
ROI analyses probing the coherence of inter-hemispheric activity in
major nodes within the motor network
Other approaches to evaluate the effect of tDCS
in the resting brain
Amadi et al., 2014
Cathodal tDCS
increased the inter-
hemispheric
coherence of resting
fMRI signal and
functional connectivity
within the ICA-
generated motor and
default mode
networks.
Cathodal tDCS increased the strength
of the default mode network.
Amadi et al., 2014
Summary
- Concurrent tDCS & fMRI at 3 T is feasible
- Potential safety and technical problems with wires and electrodes:
These issues and design considerations are very similar
to those for EEG within the MRI. Undesired coupling of
the wires to the transmit coil could produce currents
capable of burning the subject and distorting flip angles
and receive sensitivity near the wire.
- Task specific: Anodal / Cathodal tDCS alone has/has no effect on
BOLD fMRI
- Polarity specific?
- Method specific: BOLD, rCBF, resting state (what really happens at
the neuronal or synaptic level?)
- Other tES methods: tACS, tRNS - no data
Suggested reading material: Amadi et al. (2013). Polarity-specific effects of motor transcranial direct current stimulation on fMRI resting state
networks. Neuroimage, 88C, 155-161
Antal et al. (2014). Imaging artifacts induced by electrical stimulation during conventional fMRI of the brain.
Neuroimage, 85 Pt 3, 1040-1047.
Antal et al. (2012). Cathodal stimulation of human MT+ leads to elevated fMRI signal: a tDCS-fMRI study. Restor
Neurol Neurosci, 30(3), 255-263.
Antal et al. (2011). Transcranial direct current stimulation over the primary motor cortex during fMRI. Neuroimage,
55(2), 590-596.
Hampstead et al. (2014). Transcranial direct current stimulation modulates activation and effective connectivity
during spatial navigation. Brain Stimul, 7(2), 314-324.
Holland et al. (2011). Speech facilitation by left inferior frontal cortex stimulation. Curr Biol, 21(16), 1403-1407.
Keeser et al. (2011). Prefrontal transcranial direct current stimulation changes connectivity of resting-state networks
during fMRI. J Neurosci, 31(43), 15284-15293
Polania et al. (2012a). Modulating cortico-striatal and thalamo-cortical functional connectivity with transcranial direct
current stimulation. Hum Brain Mapp, 33(10), 2499-2508.
Polania et al. (2012b). Reorganizing the intrinsic functional architecture of the human primary motor cortex during
rest with non-invasive cortical stimulation. PLoS One, 7(1), e30971.
Saiote et al. (2013) High-frequency TRNS reduces BOLD activity during visuomotor learning. PLoSOne, 8, e59669.
Weber et al. (2014). Prefrontal transcranial direct current stimulation alters activation and connectivity in cortical and
subcortical reward systems: A tDCS-fMRI study. Hum Brain Mapp. In press