Evidence map›Paper›PMID 38508591›Full record

ArticleRegional anesthesia and pain medicine2025

First evidence of a biomarker-based dose-response relationship in chronic pain using physiological closed-loop spinal cord stimulation.

Leah Muller, Jason Pope, Paul Verrills, Erika Petersen, Jan Willem Kallewaard, Ian Gould, Dean M Karantonis

Abstract read
In one paragraph

Article in Regional anesthesia and pain medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers.

0numbers the graph read from it
0cells of the map it votes in
18citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

18 citing papers in PubMed.

  1. Trial
  2. Review
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  4. Electrophysiologic Characteristics of Epidural Spinal Signals in Preclinical Models of Spinal Cord Stimulation.Neuromodulation : journal of the International Neuromodulation Society · 2026
    Article
  5. Closed-loop SCS and sensing: now and in the future.Pain medicine (Malden, Mass.) · 2026
    Review
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  7. Article
  8. Article
  9. Review
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Leah MullerSaluda Medical US, Bloomington, Minnesota, USA Leah.Muller@saludamedical.com.ORCID 0000-0002-2657-3451
Jason PopeEvolve Restorative Center, Santa Rosa, California, USA.
Paul VerrillsMetro Pain Group, Melbourne, Victoria, Australia.
Erika PetersenUniversity of Arkansas for Medical Sciences, Little Rock, Arkansas, USA.
Jan Willem KallewaardAnesthesiology and Pain Medicine, Rijnstate, Arnhem, The Netherlands.
Ian GouldSaluda Medical Pty Ltd, Artarmon, New South Wales, Australia.
Dean M KarantonisSaluda Medical Pty Ltd, Artarmon, New South Wales, Australia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

BACKGROUND AND

objectivesIn spinal cord stimulation (SCS) therapy, electricity is the medication delivered to the spinal cord for pain relief. In contrast to conventional medication where dose is determined by desired therapeutic plasma concentration, there is lack of equivalent means of determining dose delivery in SCS. In open-loop (OL) SCS, due to the dynamic nature of the epidural space, the activating electric field delivered is inconsistent at the level of the dorsal columns. Recent Food and Drug Administration guidance suggests accurate and consistent therapy delivered using physiologic closed-loop control (PCLC) devices can minimize underdosage or overdosage and enhance medical care. PCLC-based evoked compound action potential (ECAP)-controlled technology provides the ability to prescribe a precise stimulation dose unique to each patient, continuously measure neural activation, and objectively inform SCS therapy optimization.

methodsNeurophysiological indicator metrics of therapy dose, usage above neural activation threshold, and accuracy of SCS therapy were assessed for relationship with pain reduction in over 600 SCS patients.

resultsSignificant relationships between objective metrics and pain relief across the patient population are shown, including first evidence for a dose-response relationship in SCS.

conclusionsHigher dose, more time over ECAP threshold, and higher accuracy are associated with better outcomes across patients. There is potential to optimize individual patient outcomes based on unique objective measurable electrophysiological inputs.

Indexed as

Chronic PainPain ManagementSpinal Cord StimulationAdultAgedBiomarkersFemaleHumansMaleMiddle AgedPain MeasurementSpinal CordTreatment OutcomeBiomarkerschronic painneuromodulationspinal cord stimulation

Identifiers

PMID38508591
PMCPMC12015077

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Registered trials

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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.