Spaced Transcranial Direct Current Stimulation for Major Depression
Bibliographic record
Abstract
OBJECTIVE: This study investigated spaced transcranial direct current stimulation for major depressive disorder, focusing on feasibility. METHODS: In a prospective open-label study, 30 participants with major depressive disorder were enrolled to receive a 50-session transcranial direct current stimulation (tDCS) treatment over 2 weeks. The feasibility, safety, tolerability, and preliminary therapeutic effects of this tDCS protocol were assessed using the 17-item Hamilton Depression Rating Scale (HAM-D-17) and the Montgomery-Åsberg Depression Rating Scale (MADRS) at baseline and 1-week and 4-week follow-ups, as well as with the 6-item HAM-D (HAM-D-6) daily during treatment. RESULTS: The protocol demonstrated good feasibility, with a retention rate of 93.3% and an adherence rate of 99.7%. There were no serious adverse events. The most common side effect was a mild tingling and itching sensation during stimulation (100%) and temporary skin redness following stimulation (100%). Additionally, 64.3% of participants presented with mild irritative contact dermatitis, which had disappeared by the 1-week follow-up for most participants and completely resolved by the 4-week follow-up for the remaining cases; this was not treatment limiting and did not require specific treatment. HAM-D-17 scores decreased from a mean of 21.3 (SD=3.0) at baseline to 15.3 (SD=6.3) at 1 week and 13.2 (SD=7.1) at 4 weeks. Depressive symptom severity, as measured by the HAM-D-17, showed significant reductions over time, with similar trends observed on the MADRS. HAM-D-6 scores highlighted important differences between response groups, particularly during the later stages of treatment, suggesting a potential for differential response patterns between the 1-week and 4-week follow-ups. CONCLUSIONS: The protocol was feasible, safe, and well-tolerated and led to significant reductions in depressive symptoms. These results will need to be validated in a sham-controlled randomized trial. The inclusion of neurophysiological measures in future trials for purposes of biological target engagement might also contribute to our understanding of underlying mechanisms and biomarker discovery.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".