ArticleBMC psychiatry2021
Identifying response and predictive biomarkers for Transcranial magnetic stimulation outcomes: protocol and rationale for a mechanistic study of functional neuroimaging and behavioral biomarkers in veterans with Pharmacoresistant depression.
Article in BMC psychiatry, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT04663481, which is not on this map. Cited by 20 papers, 1 of them a synthesis that pooled it.
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The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Who cites it
20 citing papers in PubMed, 1 synthesis or guideline pooled it, 51 citations in OpenAlex.
- Brain-based Sex Differences in Depression: A Systematic Review of Neuroimaging Studies.Brain imaging and behavior · 2023Pooled it
- Developing Clinically Interpretable Neuroimaging Biotypes in Psychiatry.Biological psychiatry · 2026Review
- Cortical excitability and the aging brain: toward a biomarker of cognitive resilience.Frontiers in psychology · 2025Article
- A cognitive neural circuit biotype of depression showing functional and behavioral improvement after transcranial magnetic stimulation in the B-SMART-fMRI trial.Nature. Mental health · 2024Article
- Personalized brain circuit scores identify clinically distinct biotypes in depression and anxiety.Nature medicine · 2024Article
- Effectiveness of Prefrontal Transcranial Magnetic Stimulation for Depression in Older US Military Veterans.The American journal of geriatric psychiatry : official journal of the American Association for Geriatric Psychiatry · 2024Article
- The Use of Transcranial Magnetic Stimulation in Attention Optimization Research: A Review from Basic Theory to Findings in Attention-Deficit/Hyperactivity Disorder and Depression.Life (Basel, Switzerland) · 2024Review
- Accelerated TMS - moving quickly into the future of depression treatment.Neuropsychopharmacology : official publication of the American College of Neuropsychopharmacology · 2024Review
- Repetitive Transcranial Magnetic Stimulation for Depression and Posttraumatic Stress Disorder in Veterans With Mild Traumatic Brain Injury.Neuromodulation : journal of the International Neuromodulation Society · 2023Article
- Modeling the antidepressant treatment response to transcranial magnetic stimulation using an exponential decay function.Scientific reports · 2023Article
- Exploring human biology with N-of-1 clinical trials.Cambridge prisms. Precision medicine · 2023Article
- Computation of transcranial magnetic stimulation electric fields using self-supervised deep learning.NeuroImage · 2022Article
- Sex differences in rTMS treatment response: A deep learning-based EEG investigation.Brain and behavior · 2022Article
- Mapping Neural Circuit Biotypes to Symptoms and Behavioral Dimensions of Depression and Anxiety.Biological psychiatry · 2022Article
- Prefrontal transcranial magnetic stimulation for depression in US military veterans - A naturalistic cohort study in the veterans health administration.Journal of affective disorders · 2022Observational
- Cold Cognition as Predictor of Treatment Response to rTMS; A Retrospective Study on Patients With Unipolar and Bipolar Depression.Frontiers in human neuroscience · 2022Article
- The missing mechanistic link: Improving behavioral treatment efficacy for pediatric chronic pain.Frontiers in pain research (Lausanne, Switzerland) · 2022Review
- Dynamic Functional Connectivity Predicts Treatment Response to Electroconvulsive Therapy in Major Depressive Disorder.Frontiers in human neuroscience · 2021Article
- Article
- Personalized models of Beam/F3 targeting in transcranial magnetic stimulation for depression: Implications for precision clinical translation.Brain stimulationArticle
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Authors and funding
12 authors at 6 institutions in 1 country.
Funding
Abstract
backgroundAlthough repetitive transcranial magnetic stimulation ('TMS') is becoming a gold standard treatment for pharmacoresistant depression, we lack neural target biomarkers for identifying who is most likely to respond to TMS and why. To address this gap in knowledge we evaluate neural targets defined by activation and functional connectivity of the dorsolateral prefrontal cortex-anchored cognitive control circuit, regions of the default mode network and attention circuit, and interactions with the subgenual anterior cingulate. We evaluate whether these targets and interactions between them change in a dose-dependent manner, whether changes in these neural targets correspond to changes in cognitive behavioral performance, and whether baseline and early change in neural target and cognitive behavioral performance predict subsequent symptom severity, suicidality, and quality of life outcomes. This study is designed as a pragmatic, mechanistic trial partnering with the National Clinical TMS Program of the Veteran's Health Administration.
methodsTarget enrollment consists of 100 veterans with pharmacoresistant Major Depressive Disorder (MDD). All veterans will receive a clinical course of TMS and will be assessed at 'baseline' pre-TMS commencement, 'first week' after initiation of TMS (targeting five sessions) and 'post-treatment' at the completion of TMS (targeting 30 sessions). Veterans will be assessed using functional magnetic resonance imaging (fMRI), a cognitive behavioral performance battery, and established questionnaires. Multivariate linear mixed models will be used to assess whether neural targets change with TMS as a function of dose (Aim 1), whether extent and change of neural target relates to and predicts extent of behavioral performance (Aim 3), and whether extent of neural target change predicts improvement in symptom severity, suicidality, and quality of life (Aim 3). For all three aims, we will also assess the contribution of baseline moderators such as biological sex and age. DISCUSSION: To our knowledge, our study will be the first pragmatic, mechanistic observational trial to use fMRI imaging and cognitive-behavioral performance as biomarkers of TMS treatment response in pharmacoresistant MDD. The results of this trial will allow providers to select suitable candidates for TMS treatment and better predict treatment response by assessing circuit connectivity and cognitive-behavioral performance at baseline and during early treatment.
trial registrationClinicalTrials.gov NCT04663481 , December 5th, 2020, retrospectively registered. The first veteran was enrolled October 30th, 2020.
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.