ArticleFrontiers in computational neuroscience2018
Closed-Loop Deep Brain Stimulation for Refractory Chronic Pain.
Article in Frontiers in computational neuroscience, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT04958096 (Adjunct Cortical Stimulation With Deep Brain Stimulation), which is not on this map. Cited by 41 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
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.
Adjunct Cortical Stimulation With Deep Brain Stimulation (DBS) to Treat Obsessive Compulsive Disorder (OCD)
Who cites it
41 citing papers in PubMed, 74 citations in OpenAlex.
- Human intracranial signal stability tracks anatomical accuracy after electrode reimplantation.Journal of neural engineering · 2026Trial
- Effects of an Impulse on the Sterno-Cleido-Mastoid Muscle on Back Pain, Discomfort, and Well-Being: A Randomized Controlled Trial in People with Low Back Pain.Complementary medicine research · 2022Trial
- A Holistic and Dynamic Network-Level View of the Autonomic Nervous System.Annual review of biomedical engineering · 2026Review
- Toward Individualized Deep Brain Stimulation: A Stereoelectroencephalography-Based Workflow for Neurostimulation Target Identification.Neuromodulation : journal of the International Neuromodulation Society · 2026Article
- Pathway to Adaptive Neuromodulation: Modeling Epileptogenic Brain States Using SEEG.Epilepsy currents · 2026Article
- Dorsal root ganglion neuromodulation restores accumbal gate to inhibit mechanical allodynia.The journal of headache and pain · 2026Article
- Electromagnetic neuromodulation for chronic pain: historical context, contemporary modalities, and evidence gaps.Frontiers in pain research (Lausanne, Switzerland) · 2026Review
- Bridging the translational gap in systems neuroscience: from circuit mechanisms to clinical therapeutics.Frontiers in pharmacology · 2026Review
- Adaptive neuromodulation dialogues: navigating current challenges and emerging innovations in neuromodulation system development.Journal of neural engineering · 2025Review
- Towards individualized deep brain stimulation: A stereoelectroencephalography-based workflow for neurostimulation target identification.bioRxiv : the preprint server for biology · 2025Article
- Roadmap for direct and indirect translation of optogenetics into discoveries and therapies for humans.Nature neuroscience · 2025Review
- Opportunities and challenges for deep brain stimulation electrode-guided neurofeedback for symptom mitigation in neurological and psychiatric disorders.Journal of neuroengineering and rehabilitation · 2025Review
- Article
- Next generation bioelectronic medicine: making the case for non-invasive closed-loop autonomic neuromodulation.Bioelectronic medicine · 2025Review
- Brain-Computer Interfaces for Communication in Patients with Disorders of Consciousness: A Gap Analysis and Scientific Roadmap.Neurocritical care · 2024Review
- The Role and Applications of Artificial Intelligence in the Treatment of Chronic Pain.Current pain and headache reports · 2024Review
- Brain-computer interfaces for neuropsychiatric disorders.Nature reviews bioengineering · 2024Article
- Translating Molecular Approaches to Oligodendrocyte-Mediated Neurological Circuit Modulation.Brain sciences · 2024Review
- Factors Associated with Medical Cannabis Use After Certification: A Three-Month Longitudinal Study.Cannabis and cannabinoid research · 2024Article
- The future of brain circuit-targeted therapeutics.Neuropsychopharmacology : official publication of the American College of Neuropsychopharmacology · 2024Review
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
Pain is a subjective experience that alerts an individual to actual or potential tissue damage. Through mechanisms that are still unclear, normal physiological pain can lose its adaptive value and evolve into pathological chronic neuropathic pain. Chronic pain is a multifaceted experience that can be understood in terms of somatosensory, affective, and cognitive dimensions, each with associated symptoms and neural signals. While there have been many attempts to treat chronic pain, in this article we will argue that feedback-controlled 'closed-loop' deep brain stimulation (DBS) offers an urgent and promising route for treatment. Contemporary DBS trials for chronic pain use "open-loop" approaches in which tonic stimulation is delivered with fixed parameters to a single brain region. The impact of key variables such as the target brain region and the stimulation waveform is unclear, and long-term efficacy has mixed results. We hypothesize that chronic pain is due to abnormal synchronization between brain networks encoding the somatosensory, affective and cognitive dimensions of pain, and that multisite, closed-loop DBS provides an intuitive mechanism for disrupting that synchrony. By (1) identifying biomarkers of the subjective pain experience and (2) integrating these signals into a state-space representation of pain, we can create a predictive model of each patient's pain experience. Then, by establishing how stimulation in different brain regions influences individual neural signals, we can design real-time, closed-loop therapies tailored to each patient. While chronic pain is a complex disorder that has eluded modern therapies, rich historical data and state-of-the-art technology can now be used to develop a promising treatment.
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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.