White matter tracts associated with iTBS-induced heart rate deceleration and treatment response in major depressive disorder
Wilkening, J.; Goya-Maldonado, R.
Show abstract
Intermittent theta burst stimulation (iTBS) is a well-established treatment for major depressive disorder (MDD), but predicting clinical outcomes remains challenging. Heart rate modulation induced by iTBS has emerged as a potential biomarker for treatment response, yet the role of white matter (WM) properties in mediating these effects is largely unexplored. In this quadruple-blind, crossover study, we investigated the relationship between WM microstructure, iTBS-driven heart rate deceleration, and antidepressant effects. Using correlational tractography, we analyzed four major WM tracts--the cingulum, fornix, superior longitudinal fasciculus, and uncinate fasciculus--and examined short-term WM microstructural changes to assess their predictive value for therapeutic outcomes. Baseline WM findings revealed that in the fornix and right dorsal cingulum fractional anisotropy (FA) negatively correlated with heart rate deceleration. Radial and mean diffusivity (MD, RD) in the fornix positively correlated with heart rate deceleration. FA in the right ventral cingulum positively correlated while MD and RD negatively correlated with symptom improvement. Longitudinally, FA increases in the left cingulum were significantly associated with greater symptom alleviation after treatment. Notably, iTBS-induced heart rate modulations correlated with clinical improvement after six weeks, while WM microstructural properties in the fornix and cingulum demonstrated predictive value for both heart rate modulation and treatment response. WM changes in the cingulum, evident as early as four weeks, highlight its unique neuroplasticity potential along iTBS intervention. Together, these findings provide novel insights into the structural connectivity patterns influencing iTBS outcomes, offering a novel foundation for more personalized therapeutic strategies in MDD.
Matching journals
The top 5 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Contralateral Prefrontal and Network Engagement during Left DLPFC 10 Hz rTMS: An Interleaved TMS-fMRI Study in Healthy Adults 96%
- Predicting depression risk in early adolescence via multimodal brain imaging 95%
- Choroid plexus enlargement is associated with neuroinflammation and reduction of blood brain barrier permeability in depression 93%
Similar papers in this journal
- Escitalopram Administration, Neuroplastic Effects and Relearning: A Diffusion Tensor Imaging Study in Healthy Individuals 95%
- Trait repetitive negative thinking in depression is associated with functional connectivity in negative thinking state rather than resting state 95%
- Effects of bilateral sequential theta-burst stimulation on functional connectivity in treatment-resistant depression: first results 95%
Similar papers in this journal
- Analyzing Fractal Dimension in Electroconvulsive Therapy: Unraveling Complexity in Structural and Functional Neuroimaging 96%
- Hippocampal and striatal responses during motor learning are modulated byprefrontal cortex stimulation 95%
- Multiple parietal pathways are associated with rTMS-induced hippocampal network enhancement and episodic memory changes. 95%
Similar papers in this journal
- Multimodal fusion of structural and functional brain imaging in depression using linked independent component analysis 96%
- Transcranial Direct Current Stimulation to Modulate fMRI Drug Cue Reactivity in Methamphetamine Users: A Randomized Clinical Trial 95%
- The Role of the Dorsolateral Prefrontal Cortex in Ego Dissolution and Emotional Arousal During the Psychedelic State 95%
Similar papers in this journal
- tDCS induced GABA change is associated with the simulated electric field in M1, an effect mediated by grey matter volume in the MRS voxel 95%
- Multimodal multi-center analysis of electroconvulsive therapy effects: brainwide gray matter increase without functional changes 94%
- TMS-induced modulation of brain networks and its associations to rTMS treatment for depression: a concurrent fMRI-EEG-TMS study 94%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.