ArticlePersonalized medicine in psychiatry
Identification of Clinical Features and Biomarkers that may inform a Personalized Approach to rTMS for Depression.
Article in Personalized medicine in psychiatry. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT07757815 (Multimodal Biomarkers and Robot-Guided Precision TMS for Early Detection and Treatment of Postpartum Depression), which is not on this map. Cited by 17 papers.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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.
Multimodal Biomarkers and Robot-Guided Precision TMS for Early Detection and Treatment of Postpartum Depression
Who cites it
17 citing papers in PubMed, 31 citations in OpenAlex.
- Orbitofrontal cortex-hippocampus potentiation mediates relief for depression: A randomized double-blind trial and TMS-EEG study.Cell reports. Medicine · 2023Trial
- Enhanced Bilateral Accelerated Theta Burst Stimulation for Comorbid Anxiety and Depressive Disorders: The Seville Protocol.Alpha psychiatry · 2025Article
- Personalized rTMS treatment recommendation with retrieval-augmented LLM reasoning.Brain informatics · 2025Article
- Cortical glutamate, Glx, and total N-acetylaspartate: potential biomarkers of repetitive transcranial magnetic stimulation treatment response and outcomes in major depression.Translational psychiatry · 2024Article
- The use of noninvasive brain stimulation techniques in autism spectrum disorder.Autism research : official journal of the International Society for Autism Research · 2024Article
- Article
- Closing the loop between brain and electrical stimulation: towards precision neuromodulation treatments.Translational psychiatry · 2023Review
- Preliminary Observations of Personalized Repetitive Magnetic Stimulation (PrTMS) Guided by EEG Spectra for Concussion.Brain sciences · 2023Article
- rTMS in mental health disorders.Frontiers in network physiology · 2023Review
- Calibrating rhythmic stimulation parameters to individual electroencephalography markers: The consistency of individual alpha frequency in practical lab settings.The European journal of neuroscience · 2022Article
- Physiologically informed neuromodulation.Journal of the neurological sciences · 2022Article
- Baseline Clinical and Neuroimaging Biomarkers of Treatment Response to High-Frequency rTMS Over the Left DLPFC for Resistant Depression.Frontiers in psychiatry · 2022Article
- A little goes a long way: Neurobiological effects of low intensity rTMS and implications for mechanisms of rTMS.Current research in neurobiology · 2022Review
- Predicting the Effects of Repetitive Transcranial Magnetic Stimulation on Cognitive Functions in Patients With Alzheimer's Disease by Automated EEG Analysis.Frontiers in cellular neuroscience · 2022Article
- Heading for Personalized rTMS in Tinnitus: Reliability of Individualized Stimulation Protocols in Behavioral and Electrophysiological Responses.Journal of personalized medicine · 2021Article
- Peripheral vascular endothelial growth factor changes after transcranial magnetic stimulation in treatment-resistant depression.Neuroreport · 2020Article
- Can early treatment response serve as a predictor of antidepressant outcome of repetitive Transcranial Magnetic Stimulation?Brain stimulationArticle
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors at 2 institutions in 1 country.
Funding
Abstract
Repetitive transcranial magnetic stimulation (rTMS), an established treatment for treatment-resistant depression, may hold promise as a personalized medicine approach for the treatment of major depressive disorder (MDD). Clinical research has begun to identify patient-specific factors that could be used to guide rTMS treatment decisions or individualized treatment approaches. This literature review describes a range of patient factors which have been evaluated as potential biomarkers of rTMS treatment response, including patient- and illness-related characteristics, genetic factors, and biomarkers derived from neuroimaging and EEG. We highlight the need for validation data for imaging and electrophysiological biomarkers associated with rTMS as well as prospective evaluation of clinical predictors. Finally, we consider implications for future efforts to move toward a personalized medicine approach in the treatment of depression with rTMS.
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Registered trials
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.