Clinical Decision Support System (CDSS) in Neurostimulation Therapy
CDSS
Development of a Predictive Model of Effectiveness for the Implantation of Electrical Neurostimulators in Patients With Chronic Pain Using Imaging Biomarkers Extracted From Magnetic Resonance
1 other identifier
interventional
60
0 countries
N/A
Brief Summary
Chronic pain is correlated with alterations in the structure and function of the brain, developed according to the phenotype of pain. Still today, the data on functional connectivity (FC), on chronic back pain, in patients with failed back surgery syndrome (FBSS), is limited. The selection process for the ideal candidate for spinal cord stimulation (SCS) is based on results from test and functional variables analysis as well as pain evaluation. In addition to the difficulties in the initial selection of patients and the predictive analysis of the test phase, which undoubtedly impact on the results in the middle and long term, the rate of explants is one of the most important concerns, in the analysis of suitability of implanted candidates. The hypothesis is that the structural and functional quantitative information provided by imaging biomarkers will improve the characterization of the patients compared to the characterization with the current clinical variables alone and this will allow establishing a CDSS that improve the effectiveness of the SCS implantation, optimizing human, economic and psychological resources. A prospective, consecutive and observational, open-label, single-center study conducted at the Multidisciplinary Pain Management Department of our University Hospital. A total of 69 subjects were initially included in the study. The population split in 3 groups:
- Interventional Group-SCS, included 35 patients with failed back surgery syndrome (FBSS) who were treated with SCS implants.
- Comparator group included 23 patients with patients with chronic low-back pain who were treated with conventional medication (CM) for their pain.
- Control Group included 11 subjects as health controls who volunteered to participate in the study. MR images were obtained in a 1.5T MR system (Ingenia, Philips, Best, The Netherlands) using an 8-channel head coil.Clinical variables were evaluated at two different time points baseline and 12 months after SCS implantation or conventional medication. An ad hoc database was created to evaluate the different variables involved in pain , including sociodemographic variables (age, gender, level of studies and marital status), clinical variables (anxiety, depression, sleeping hours, resilience, NRS, the Pain Detect Questionnaire (PD-Q)) , and the images obtained from the fMRI.
Trial Health
Trial Health Score
Automated assessment based on enrollment pace, timeline, and geographic reach
participants targeted
Target at P25-P50 for not_applicable
Started Nov 2016
Typical duration for not_applicable
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
Study Start
First participant enrolled
November 20, 2016
CompletedPrimary Completion
Last participant's last visit for primary outcome
June 30, 2018
CompletedStudy Completion
Last participant's last visit for all outcomes
June 30, 2019
CompletedFirst Submitted
Initial submission to the registry
January 26, 2021
CompletedFirst Posted
Study publicly available on registry
February 3, 2021
CompletedFebruary 4, 2021
February 1, 2021
1.6 years
January 26, 2021
February 2, 2021
Conditions
Outcome Measures
Primary Outcomes (1)
Clinical decision support system (CDSS) for selection of patients candidates for SCS implant
to analyze the neuronal circuits involved in FBSS patients in order to extract predictive imaging biomarkers capable of determining the characteristics of patients that predict the success of SCS implants. This information might be used to develop a CDSS to maximize the effectiveness of electrical stimulation devices surgically implanted in patients with chronic pain.
12 months
Secondary Outcomes (1)
neuronal circuits involved in chronic pain
12 months
Study Arms (3)
Study group-SCS Impanted
ACTIVE COMPARATOR30 patients with chronic pain (at least 6 months) with pre- and post-surgery evaluation (imaging and clinical evaluation) implanted with Precision SpectraTM for the validation study and for the construction of the predictive model.
Comparator-chronic pain
NO INTERVENTION20 patients with chronic pain (at least 6 months) with degenerative spine pain. Non-specific low-back pain, nociceptive pain / mixed neuropathic. This will be the comparator group
Control-healthy volunteers
NO INTERVENTION10 volunteers without pain or related disease, age less than 25 years, to establish a control group whose pattern is used as a comparator with chronic pain groups. This is the control group
Interventions
Analyze the relationship between neuroimaging biomarkers and the different clinical scales and variables captured from each patient
Eligibility Criteria
You may qualify if:
- Patients presenting pain of more than 6 months in duration
- VAS Score at baseline ≥ 5
- Patients with degenerative spine pain. Non specific low-back pain, nociceptive pain / mixed neuropathic
- Post-operative spine pain, failed back surgery syndrome, mixed pain
- Low consumption of analgesic and adjuvant drugs.
- Pure radiculopathy
- No suffering other serious chronic diseases.
- No history of drug or alcohol.
You may not qualify if:
- Having implanted pacemakers, stimulators or hearing aids incompatible with MR imaging.
- Patients presenting psychiatric illness or significant cognitive deficits.
- Psychological instability.
- History of alcohol and drugs.
- Severe coagulopathy.
- Pending Surgery.
Contact the study team to confirm eligibility.
Sponsors & Collaborators
Related Publications (29)
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PMID: 30974016BACKGROUND
MeSH Terms
Conditions
Condition Hierarchy (Ancestors)
Study Design
- Study Type
- interventional
- Phase
- not applicable
- Allocation
- NON RANDOMIZED
- Masking
- NONE
- Purpose
- SCREENING
- Intervention Model
- SEQUENTIAL
- Sponsor Type
- OTHER
- Responsible Party
- PRINCIPAL INVESTIGATOR
- PI Title
- Tenured Professor of Anesthesiology, Valencia University Medical School. Chairman of the Department of Anesthesiology Critical Care and Pain Management. General University Hospital. Valencia (Spain)
Study Record Dates
First Submitted
January 26, 2021
First Posted
February 3, 2021
Study Start
November 20, 2016
Primary Completion
June 30, 2018
Study Completion
June 30, 2019
Last Updated
February 4, 2021
Record last verified: 2021-02