Optimizing Accelerated TMS for Chronic Pain With Thompson Sampling
1 other identifier
interventional
30
1 country
1
Brief Summary
The purpose of this study is to evaluate the safety and efficacy of accelerated intermittent theta burst stimulation (aiTBS) targeting personalized nodes within the somato-cognitive action network (SCAN) and action motor network (AMN) for the treatment of chronic pain. The study will employ Thompson Sampling, a Bayesian reinforcement learning algorithm, to optimize stimulation site selection based on individual response patterns. This approach has the potential to revolutionize pain management by improving treatment accessibility through shortened timelines, addressing individual variations in pain networks through precision targeting, and potentially achieving more robust pain relief through accelerated neuroplasticity. The specific aims of the study are:
- 1.To establish the relationship between SCAN and AMN connectivity and cognitive- affective pain symptoms.
- 2.To evaluate the efficacy of Thompson Sampling-optimized aiTBS across SCAN and AMN on affective and sensorimotor pain dimensions.
- 3.To identify fMRI connectivity biomarkers predictive of treatment response and remission.
Trial Health
Trial Health Score
Automated assessment based on enrollment pace, timeline, and geographic reach
participants targeted
Target at P25-P50 for phase_1 chronic-pain
Started Mar 2026
Longer than P75 for phase_1 chronic-pain
1 active site
Health score is calculated from publicly available data and should be used for screening purposes only.
Trial Relationships
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Study Timeline
Key milestones and dates
First Submitted
Initial submission to the registry
April 24, 2025
CompletedFirst Posted
Study publicly available on registry
August 5, 2025
CompletedStudy Start
First participant enrolled
March 1, 2026
CompletedPrimary Completion
Last participant's last visit for primary outcome
August 31, 2030
ExpectedStudy Completion
Last participant's last visit for all outcomes
August 31, 2030
March 27, 2026
March 1, 2026
4.5 years
April 24, 2025
March 26, 2026
Conditions
Outcome Measures
Primary Outcomes (1)
Change in pain intensity
measured by the Numerical Rating Scale (NRS) from baseline to after completion of the trial (approximately 3 months). For the NRS, the scores range from 0 to 10, where 0 indicates no pain (better outcome) and 10 is the worst pain that the participant can imagine (worse outcome)
3 months
Secondary Outcomes (18)
Change in pain intensity
Week 27
Change in sleep quality score
Week 21
Change in sleep time
Week 21
Adherence to the protocol and the tolerability of the study visits/procedures
Week 27
Pain Catastrophizing Scale Score
Day 0
- +13 more secondary outcomes
Study Arms (1)
Study group
EXPERIMENTALIndividuals with chronic pain
Interventions
The study intervention involves the use of the MagVenture X100 Pro transcranial magnetic stimulation system to deliver accelerated intermittent theta burst stimulation (aiTBS) to personalized targets within the somato-cognitive action network (SCAN) and action motor network (AMN) for the treatment of chronic pain.
Eligibility Criteria
You may qualify if:
- Ages 18 years or older
- Ability to provide written informed consent
- Ability to read and to communicate verbally and in writing in English
- Chronic pain persisting for at least 12 months
- Pain refractory to oral pain medication (defined as failing at least two different medication classes)
- Average pain intensity of ≥5 on the Numerical Rating Scale (NRS) over the past two weeks
- Stable pain medication regimen for at least 4 weeks prior to enrollment
- Willing and able to attend all study visits and comply with study procedures
You may not qualify if:
- Current substance use disorder (except for nicotine or cannabis) as determined by DSM-5 criteria
- Active suicidal ideation with intent or plan as determined by the Columbia-Suicide Severity Rating Scale (C-SSRS)
- Lifetime history of bipolar disorder, schizophrenia, or other psychotic disorder as determined by medical history
- Self-reported unstable medical conditions that would pose increased risks for TMS or MRI
- Pregnancy (as determined by urine pregnancy test) or planned pregnancy during the study period
- Contraindications to TMS, including:
- History of seizure or epilepsy
- Metallic implants in the head (excluding dental fillings)
- Cardiac pacemaker or other implanted medical devices
- History of significant head trauma
- History of intracranial surgery
- Medication that significantly lowers seizure threshold that cannot be safely held
- Contraindications to MRI, including:
- Claustrophobia
- Metallic implants or devices
- +4 more criteria
Contact the study team to confirm eligibility.
Sponsors & Collaborators
Study Sites (1)
University of Minnesota
Minneapolis, Minnesota, 55455, United States
MeSH Terms
Conditions
Condition Hierarchy (Ancestors)
Study Officials
- PRINCIPAL INVESTIGATOR
Alexander B Herman, MD, PhD
University of Minnesota
- PRINCIPAL INVESTIGATOR
David Darrow
University of Minnesota
Central Study Contacts
Study Design
- Study Type
- interventional
- Phase
- phase 1
- Allocation
- NA
- Masking
- NONE
- Purpose
- TREATMENT
- Intervention Model
- SINGLE GROUP
- Sponsor Type
- OTHER
- Responsible Party
- SPONSOR
Study Record Dates
First Submitted
April 24, 2025
First Posted
August 5, 2025
Study Start
March 1, 2026
Primary Completion (Estimated)
August 31, 2030
Study Completion (Estimated)
August 31, 2030
Last Updated
March 27, 2026
Record last verified: 2026-03