ArticlePLoS computational biology2023
Repetitive transcranial magnetic stimulation (rTMS) triggers dose-dependent homeostatic rewiring in recurrent neuronal networks.
Article in PLoS computational biology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 21 papers, 3 of them syntheses that pooled it.
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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
21 citing papers in PubMed, 3 syntheses or guidelines pooled it.
- Effects of different frequencies of repetitive transcranial magnetic stimulation on sleep disorders and depression in patients with Parkinson's disease: a systematic review and network meta-analysis.Frontiers in aging neuroscience · 2025Pooled it
- Comparative efficacy of different modalities of transcranial magnetic stimulation for treating Parkinson's disease with depression: a systematic review and network meta-analysis.Frontiers in neurology · 2025Pooled it
- Transcranial Magnetic Stimulation and Transcranial Direct Current Stimulation Across Mental Disorders: A Systematic Review and Dose-Response Meta-Analysis.JAMA network open · 2024Pooled it
- Frequency-Dependent Whole-Brain Reconfiguration Following Left DLPFC rTMS in Older Adults: A 106-Channel fNIRS Study.Sensors (Basel, Switzerland) · 2026Trial
- Compared motor learning effects of motor cortical and cerebellar repetitive transcranial magnetic stimulation during a serial reaction time task in older adults.Scientific reports · 2025Trial
- Theta burst stimulation with 80 and 120% resting motor threshold do not differ in their antidepressant efficacy: a retrospective analysis.European archives of psychiatry and clinical neuroscience · 2026Article
- Efficacy of personalized acupuncture combined with accelerated deep transcranial magnetic stimulation in mild cognitive impairment: A randomized controlled trial.Integrative medicine research · 2026Article
- Noninvasive Stimulation of Contralateral Primary Motor Cortex Reduces the Amount of Skill Generalization to the Untrained Arm: Primary Motor Cortex and Intermanual Skill Generalization.The European journal of neuroscience · 2026Article
- Acute and long-term effects of repetitive transcranial magnetic stimulation in major depressive episodes: a systematic review and dose-response meta-analysis of randomized sham-controlled trials.Research square · 2026Article
- Plasticity of interhemispheric motor cortex connectivity induced by brain state-dependent cortico-cortical paired-associative stimulation.Scientific reports · 2025Article
- How to Improve Cognitive Flexibility: Evidence From Noninvasive Neuromodulation Techniques.CNS neuroscience & therapeutics · 2025Review
- [Research progress on combined transcranial electromagnetic stimulation in clinical application in brain diseases].Sheng wu yi xue gong cheng xue za zhi = Journal of biomedical engineering = Shengwu yixue gongchengxue zazhi · 2025Review
- Article
- Evaluating Repetitive Transcranial Magnetic Stimulation for Refractory Chronic Cluster Headache Prevention: Insights from a Randomized Crossover Pilot Trial.Brain sciences · 2025Article
- Therapeutic potential and mechanisms of repetitive transcranial magnetic stimulation in Alzheimer's disease: a literature review.European journal of medical research · 2025Review
- Resolving inconsistent effects of tDCS on learning using a homeostatic structural plasticity model.Frontiers in network physiology · 2025Article
- A Comprehensive Overview of the Current Status and Advancements in Various Treatment Strategies against Epilepsy.ACS pharmacology & translational science · 2024Review
- Review
- Engineering and Technological Advancements in Repetitive Transcranial Magnetic Stimulation (rTMS): A Five-Year Review.Brain sciences · 2024Review
- Synaptic reorganization of synchronized neuronal networks with synaptic weight and structural plasticity.PLoS computational biology · 2024Article
Corrections and comments
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Authors and funding
4 authors.
Funding
Abstract
Repetitive transcranial magnetic stimulation (rTMS) is a non-invasive brain stimulation technique used to induce neuronal plasticity in healthy individuals and patients. Designing effective and reproducible rTMS protocols poses a major challenge in the field as the underlying biomechanisms of long-term effects remain elusive. Current clinical protocol designs are often based on studies reporting rTMS-induced long-term potentiation or depression of synaptic transmission. Herein, we employed computational modeling to explore the effects of rTMS on long-term structural plasticity and changes in network connectivity. We simulated a recurrent neuronal network with homeostatic structural plasticity among excitatory neurons, and demonstrated that this mechanism was sensitive to specific parameters of the stimulation protocol (i.e., frequency, intensity, and duration of stimulation). Particularly, the feedback-inhibition initiated by network stimulation influenced the net stimulation outcome and hindered the rTMS-induced structural reorganization, highlighting the role of inhibitory networks. These findings suggest a novel mechanism for the lasting effects of rTMS, i.e., rTMS-induced homeostatic structural plasticity, and highlight the importance of network inhibition in careful protocol design, standardization, and optimization of stimulation.
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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 Socratic graph.