1. Parsing the antidepressant effects of non-invasive brain stimulation and pharmacotherapy: A symptom clustering approach on ELECT-TDCS
- Author
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Adam M Chekroud, Frank Padberg, Andre R. Brunoni, Stephan Goerigk, Markus Bühner, and Joseph Kambeitz
- Subjects
medicine.medical_specialty ,medicine.medical_treatment ,Biophysics ,Neurosciences. Biological psychiatry. Neuropsychiatry ,Major depressive disorder ,Placebo ,Transcranial Direct Current Stimulation ,050105 experimental psychology ,03 medical and health sciences ,0302 clinical medicine ,Pharmacotherapy ,Clinical trials ,Double-Blind Method ,Internal medicine ,mental disorders ,medicine ,Escitalopram ,Cluster Analysis ,Humans ,0501 psychology and cognitive sciences ,Non-invasive brain stimulation ,Depressive Disorder, Major ,Transcranial direct-current stimulation ,business.industry ,General Neuroscience ,05 social sciences ,Brain ,Cluster-based approach ,medicine.disease ,Antidepressive Agents ,Treatment Outcome ,Brain stimulation ,Anxiety ,Antidepressant ,Neurology (clinical) ,medicine.symptom ,business ,030217 neurology & neurosurgery ,medicine.drug ,RC321-571 - Abstract
Background Transcranial direct current stimulation (tDCS) presents small antidepressant efficacy at group level and considerable inter-individual variability of response. Its heterogeneous effects bring the need to investigate whether specific groups of patients submitted to tDCS could present comparable or larger improvement compared to pharmacotherapy. Aggregate measurements might be insufficient to address its effects. Objective /Hypothesis: To determine the efficacy of tDCS, compared to pharmacotherapy and placebo, in depressive symptom clusters. Methods Data from ELECT-TDCS (Escitalopram versus Electrical Direct-Current Therapy for Treating Depression Clinical Study, ClinicalTrials.gov , NCT01894815), in which antidepressant-free, depressed patients were randomized to receive 22 bifrontal tDCS (2 mA, 30 min) sessions (n = 94), escitalopram 20 mg/day (n = 91), or placebo (n = 60) over 10 weeks. Agglomerative hierarchical clustering identified “sleep/insomnia”, “core depressive”, “guilt/anxiety”, and “atypical” clusters that were the dependent measure. Trajectories were estimated using linear mixed regression models. Effect sizes are expressed in raw HAM-D units. P-values were adjusted for multiple comparisons. Results For core depressive symptoms, escitalopram was superior to tDCS (ES = −0.56; CI95% = -0.94 to −0.17, p = .009), which was superior to placebo (ES = 0.49; CI95% = 0.06 to 0.92, p = .042). TDCS but not escitalopram was superior to placebo in sleep/insomnia symptoms (ES = 0.87; CI95% = 0.22 to 1.52, p = .015). Escitalopram but not tDCS was superior to placebo in guilt/anxiety symptoms (ES = 1.66; CI95% = 0.58 to 2.75, p = .006). No active intervention was superior to placebo for atypical symptoms. Conclusions Pharmacotherapy and non-invasive brain stimulation produce distinct effects in depressive symptoms. TDCS or escitalopram could be chosen according to specific clusters of symptoms for a bigger response. Trial registration ClinicalTrials.gov, NCT01894815
- Published
- 2020