| Literature DB >> 30157179 |
Kayla Ryan1,2, Krzysztof Wawrzyn3, Joseph S Gati2, Blaine A Chronik3, Dickson Wong1,2, Neil Duggal1,2,4, Robert Bartha1,2.
Abstract
Transcranial direct current stimulation (tDCS) is a form of non-invasive brain stimulation that may modulate cortical excitability, metabolite concentration, and human behaviour. The supplementary motor area (SMA) has been largely ignored as a potential target for tDCS neurorehabilitation but is an important region in motor compensation after brain injury with strong efferent connections to the primary motor cortex (M1). The objective of this work was to measure tissue metabolite changes in the human motor cortex immediately following tDCS. We hypothesized that bihemispheric tDCS would change levels of metabolites involved in neuromodulation including N-acetylaspartate (NAA), glutamate (Glu), and creatine (tCr). In this single-blind, randomized, cross-over study, fifteen healthy adults aged 21-60 participated in two 7T MRI sessions, to identify changes in metabolite concentrations by magnetic resonance spectroscopy. Immediately after 20 minutes of tDCS, there were no significant changes in metabolite levels or metabolite ratios comparing tDCS to sham. However there was a trend toward increased NAA/tCr concentration (p = 0.08) in M1 under the stimulating cathode. There was a strong, positive correlation between the change in the absolute concentration of NAA and the change in the absolute concentration of tCr (p<0.001) suggesting an effect of tDCS. Both NAA and creatine are important markers of neurometabolism. Our findings provide novel insight into the modulation of neural metabolites in the motor cortex immediately following application of bihemispheric tDCS.Entities:
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Year: 2018 PMID: 30157179 PMCID: PMC6114283 DOI: 10.1371/journal.pone.0198053
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Fig 1Voxel positioning.
Typical MP2RAGE anatomical images used for voxel placement were brain extracted using FSL. The voxel shown in green (2x2x2 cm3) was placed over the left primary motor cortex (under the cathode).
Fig 2Spectrum of left motor cortex.
7 Tesla semi-LASER 1H MRS (TE = 60 ms) of the left primary motor cortex. The spectrum (grey) is overlaid on the fitted result (black) with the residual shown above (black). Select metabolite peaks are identified.
Spectral quality and quantification: Characterization of spectral quality and voxel tissue composition.
Signal to noise ratio represents the intensity of the NAACH3 peak divided by the standard deviation of the baseline noise after Fourier transformation of the initial 0.3 seconds. The linewidth represents the full width at half maximum (FWHM) of the unsuppressed water signal. The water area represents the area of the unsuppressed water spectrum. The voxel tissue partial volume is provided for gray matter (GM), white matter (WM) and cerebral spinal fluid (CSF). Data is presented as mean ± standard error of the mean. Repeated measured t-tests were conducted on all spectral parameters; no significant changes between sham and stimulation were observed.
| Sham | tDCS | |
|---|---|---|
| Signal to noise ratio | 78.9 ± 5.2 | 82.3 ± 4.6 |
| Linewidth (Hz) | 13.5 ± 1.2 | 13.6 ± 1.3 |
| Water Area | 4.8 ± 0.16 | 4.9 ± 0.02 |
| GM Fraction | 0.37 ± 0.01 | 0.37 ± 0.02 |
| WM Fraction | 0.53 ± 0.02 | 0.53 ± 0.03 |
| CSF Fraction | 0.09 ± 0.008 | 0.10 ± 0.009 |
Analysis of metabolic ratios: Metabolite ratios relative to total creatine.
The p-values were calculated in post-hoc analysis of individual metabolite ratios using paired t-tests.
| Sham | tDCS | ||
|---|---|---|---|
| NAA/Cr | 1.67 ± 0.03 | 1.73 ± 0.03 | 0.08 |
| Cho/Cr | 0.68 ± 0.02 | 0.67± 0.02 | 0.78 |
| Myo/Cr | 0.72 ± 0.02 | 0.72 ± 0.02 | 0.79 |
| Glu/Cr | 0.71 ± 0.06 | 0.79 ± 0.07 | 0.21 |
| GSH/Cr | 1.28 ± 0.05 | 1.40 ± 0.06 | 0.21 |
Fig 3Metabolic ratios–sham vs stim.
tDCS increases NAA/tCr ratio when measured immediately after a 20 minute stimulation period (* p = 0.08). No difference was observed in Glu/Cr. Error bars indicate SEM.
Analysis of absolute metabolic concentration: Absolute concentration of metabolites measured by MRS.
The p-values were measured by post-hoc analysis of individual metabolites using paired t-tests.
| Metabolite | Sham tDCS | tDCS | |
|---|---|---|---|
| NAA (mM) | 16.2 ± 0.65 | 15.6 ± 0.46 | 0.40 |
| Cho (mM) | 2.4 ± 0.1 | 2.3 ± 0.11 | 0.14 |
| Myo (mM) | 6.4 ± 0.28 | 5.9 ± 0.24 | 0.08 |
| tCr (mM) | 10.9 ± 0.4 | 10.1 ± 0.3 | 0.07 |
| Glu (mM) | 7.9 ± 0.71 | 8.2 ± 0.79 | 0.69 |
| GSH (mM) | 2.4 ± 0.18 | 2.4 ± 0.13 | 0.88 |
Fig 4NAA and tCr coupling.
The association between the Δ in the absolute concentration of NAA and tCr (stimulation − sham). We observed a strong, positive correlation, indicating NAA and tCr both change in the same direction after stimulation (R2 = 0.64, p <0.001).