1. Differential symptom cluster responses to repetitive transcranial magnetic stimulation treatment in depressionResearch in context
- Author
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Tyler S. Kaster, Jonathan Downar, Fidel Vila-Rodriguez, Danielle A. Baribeau, Kevin E. Thorpe, Zafiris J. Daskalakis, and Daniel M. Blumberger
- Subjects
Depressive disorders ,Repetitive transcranial magnetic stimulation ,Cluster analysis ,Treatment outcomes ,Medicine (General) ,R5-920 - Abstract
Summary: Background: Repetitive transcranial magnetic stimulation (rTMS) can target specific neural circuits, which may allow for personalized treatment of depression. Treatment outcome is typically determined using sum scores from validated measurement scales; however, this may obscure differential improvements within distinct symptom domains. The objectives for this work were to determine: (1) whether a standard depression measure can be represented using a four symptom cluster model and (2) whether these symptom clusters had a differential response to rTMS treatment. Methods: Data were obtained from two multi-centre randomized controlled trials of rTMS delivered to the left dorsolateral prefrontal cortex (DLPFC) for participants with treatment-resistant depression (TRD) conducted in Canada (THREE-D [Conducted between Sept 2013, and Oct 2016] and CARTBIND [Conducted between Apr 2016 and Feb 2018]). The first objective used confirmatory factor analytic techniques, and the second objective used a linear mixed effects model. Trial Registration: NCT01887782, NCT02729792. Findings: In the total sample of 596 participants with TRD, we found a model consisting of four symptom clusters adequately fit the data. The primary analysis using the THREE-D treatment trial found that symptom clusters demonstrated a differential response to rTMS treatment (F(3,5984) = 31.92, p
- Published
- 2023
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