ArticleHuman brain mapping2021
Personalized connectivity-guided DLPFC-TMS for depression: Advancing computational feasibility, precision and reproducibility.
Article in Human brain mapping, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 100 papers, 2 of them syntheses that pooled it.
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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.
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Who cites it
100 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Convergent functional effects of antidepressants in major depressive disorder: a neuroimaging meta-analysis.Molecular psychiatry · 2025Pooled it
- Effects of excitatory transcranial magnetic stimulation over the different cerebral hemispheres dorsolateral prefrontal cortex for post-stroke cognitive impairment: a systematic review and meta-analysis.Frontiers in neuroscience · 2023Pooled it
- Prospective open-label trial of personalised connectivity-guided transcranial magnetic stimulation therapy for migraine.The journal of headache and pain · 2026Trial
- Structural-functional multilayer brain network properties and outcome of combined repetitive transcranial magnetic stimulation and psychotherapy for obsessive-compulsive disorder.NeuroImage. Clinical · 2026Trial
- Individualizing rTMS in treatment-resistant depression from patient-specific perfusion abnormalities a proof-of-concept randomized trial in comparison to standard rTMS and tDCS.European archives of psychiatry and clinical neuroscience · 2025Trial
- Neuroimaging changes in major depression with brief computer-assisted cognitive behavioral therapy compared to waitlist.Molecular psychiatry · 2025Trial
- Mindfulness-based real-time fMRI neurofeedback: a randomized controlled trial to optimize dosing for depressed adolescents.BMC psychiatry · 2023Trial
- The role of ventrolateral prefrontal cortex on voluntary emotion regulation of social pain.Human brain mapping · 2023Trial
- Individualized precision targeting of dorsal attention and default mode networks with rTMS in traumatic brain injury-associated depression.Scientific reports · 2023Trial
- Effect of online tDCS to left somatomotor cortex on neuropsychiatric symptoms among older adults at risk for dementia.Cortex; a journal devoted to the study of the nervous system and behavior · 2023Trial
- Targeting location relates to treatment response in active but not sham rTMS stimulation.Brain stimulationTrial
- Trial
- Anatomical and fMRI-network comparison of multiple DLPFC targeting strategies for repetitive transcranial magnetic stimulation treatment of depression.Brain stimulationTrial
- Measuring the Impacts of Urbanicity and Different Exposome Factors on Human Brain through Exposure Network Mapping.Neuroscience bulletin · 2026Article
- Neuromodulation for restoring and amplifying brain function.Nature neuroscience · 2026Review
- An Epicenter-guided computational framework for personalized target of repetitive transcranial magnetic stimulation in schizophrenia.NeuroImage. Clinical · 2026Article
- Convergence of TMS Sites and Lesion Locations Associated With Nicotine Addiction Improvement on a Common Brain Circuit.The American journal of psychiatry · 2026Article
- Neural markers of working memory and emotional regulation are predictors of future depression severity in at risk young adults: a replication study.Molecular psychiatry · 2026Article
- The Effect of Single Pulse TMS on Working Memory Performance: An Online TMS And fNIRS Study.medRxiv : the preprint server for health sciences · 2026Article
- Excessive Censoring Degrades Individual-Specific Cortical Parcellations and Personalized TMS Targets.bioRxiv : the preprint server for biology · 2026Article
40 more citing papers are in PubMed but not listed here.
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Authors and funding
6 authors.
Funding
Abstract
Repetitive transcranial magnetic stimulation (rTMS) of the dorsolateral prefrontal cortex (DLPFC) is an established treatment for refractory depression, however, therapeutic outcomes vary. Mounting evidence suggests that clinical response relates to functional connectivity with the subgenual cingulate cortex (SGC) at the precise DLPFC stimulation site. Critically, SGC-related network architecture shows considerable interindividual variation across the spatial extent of the DLPFC, indicating that connectivity-based target personalization could potentially be necessary to improve treatment outcomes. However, to date accurate personalization has not appeared feasible, with recent work indicating that the intraindividual reproducibility of optimal targets is limited to 3.5 cm. Here we developed reliable and accurate methodologies to compute individualized connectivity-guided stimulation targets. In resting-state functional MRI scans acquired across 1,000 healthy adults, we demonstrate that, using this approach, personalized targets can be reliably and robustly pinpointed, with a median accuracy of ~2 mm between scans repeated across separate days. These targets remained highly stable, even after 1 year, with a median intraindividual distance between coordinates of only 2.7 mm. Interindividual spatial variation in personalized targets exceeded intraindividual variation by a factor of up to 6.85, suggesting that personalized targets did not trivially converge to a group-average site. Moreover, personalized targets were heritable, suggesting that connectivity-guided rTMS personalization is stable over time and under genetic control. This computational framework provides capacity for personalized connectivity-guided TMS targets to be robustly computed with high precision and has the flexibly to advance research in other basic research and clinical applications.
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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.