Evidence map›Paper›PMID 36030146›Full record

ArticleNeuromodulation : journal of the International Neuromodulation Society2023

Bioheat Model of Spinal Column Heating During High-Density Spinal Cord Stimulation.

Adantchede L Zannou, Niranjan Khadka, Marom Bikson

Open access · greenAbstract read
In one paragraph

Article in Neuromodulation : journal of the International Neuromodulation Society, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed
3.3field-weighted citation impact, top 7% of its field
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

5 citing papers in PubMed, 13 citations in OpenAlex.

  1. Wearable disposable electrotherapy.Nature communications · 2025
    Article
  2. Computational Optimization of Spinal Cord Stimulation for Dorsal Horn Interneuron Polarization.Neuromodulation : journal of the International Neuromodulation Society · 2025
    Article
  3. Article
  4. Article
  5. Quasistatic approximation in neuromodulation.Journal of neural engineering · 2024
    Review
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

3 authors at 2 institutions in 1 country.

Adantchede L ZannouDepartment of Biomedical Engineering, The City College of New York, New York, NY, USA. Electronic address: azannou00@citymail.cuny.edu.
Niranjan KhadkaDepartment of Psychiatry, Division of Neuropsychiatry and Neuromodulation, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA.
Marom BiksonDepartment of Biomedical Engineering, The City College of New York, New York, NY, USA.
City College of New York · USHarvard University · US

Funding

Non-Invasive Vagal Nerve Stimulation in Patients with Opioid Use DisordersUH3DA048502 · NIDA · EMORY UNIVERSITY · PI BREMNER, JAMES DOUGLAS, INAN, OMER TOLGA · 2023 to 2025
$5.8M
Dopamine function, inflammation and connectivity in PTSDR01MH120262 · NIMH · EMORY UNIVERSITY · PI BREMNER, JAMES DOUGLAS · 2020 to 2023
$2.9M
A tool-box to control and enhance tDCS spatial precisionR01MH111896 · NIMH · CITY COLLEGE OF NEW YORK · PI BIKSON, MAROM · 2016 to 2019
$2.2M
Open-source computational modeling of Spinal Cord Stimulation (SCS) to enhance dissemination of 1R01NS112996R01NS112996 · NINDS · CITY COLLEGE OF NEW YORK · PI BIKSON, MAROM · 2020 to 2024
$2.0M
The coupled vascular hypothesis for transcranial direct current stimulation (tDCS)R01NS101362 · NINDS · CITY COLLEGE OF NEW YORK · PI BIKSON, MAROM · 2017 to 2021
$1.7M
Effects of direct-current stimulation on synaptic plasticityR01NS095123 · NINDS · CITY COLLEGE OF NEW YORK · PI PARRA, LUCAS C · 2016 to 2020
$1.7M
"Bridges to the Baccalaureate Research Training Program at LaGuardia Community College"T34GM137858 · NIGMS · LAGUARDIA COMMUNITY COLLEGE · PI BIKSON, MAROM, ORTIZ, BENJAMIN D., · 2020 to 2024
$1.5M
Non-Invasive Vagal Nerve Stimulation in Patients with Opioid Use Disorders UG3DA048502 · NIDA · EMORY UNIVERSITY · PI BREMNER, JAMES DOUGLAS, INAN, OMER TOLGA · 2020 to 2021
$844k
CSRD VA I01 CX002331NIDA NIH HHS UG3 DA048502NIDA NIH HHS UH3 DA048502NIGMS NIH HHS T34 GM137858NIMH NIH HHS R01 MH111896NIMH NIH HHS R01 MH120262NINDS NIH HHS R01 NS095123NINDS NIH HHS R01 NS101362NINDS NIH HHS R01 NS112996
6 · The paper itself

Abstract

introductionHigh-density (HD) spinal cord stimulation (SCS) delivers higher charge per time by increasing frequency and/or pulse duration, thus increasing stimulation energy. Previously, through phantom studies and computational modeling, we demonstrated that stimulation energy drives spinal tissue heating during kHz SCS. In this study, we predicted temperature increases in the spinal cord by HD SCS, the first step in considering the potential impact of heating on clinical outcomes. MATERIALS AND

methodsWe adapted a high-resolution computer-aided design-derived spinal cord model, both with and without a lead encapsulation layer, and applied bioheat transfer finite element method multiphysics to predict temperature increases during SCS. We simulated HD SCS using a commercial SCS lead (eight contacts) with clinically relevant intensities (voltage-controlled: 0.5-7 V

resultsHD SCS waveform energy (reflecting charge per second) governs joule heating in the spinal tissues, increasing temperature supralinearly with stimulation root mean square. Electrode configuration and tissue properties (an encapsulation layer) influence peak tissue temperature increase-but in a manner distinct for voltage-controlled (HD SCS) compared with current-controlled (conventional/10-kHz SCS) stimulation. Therefore, depending on conditions, HD SCS could produce heating greater than that of 10-kHz SCS. For example, with an encapsulation layer, using guarded tripolar configuration (500-Hz, 250-μs pulse width, 5-V

conclusionsAs a direct consequence of the higher charge, HD SCS increases tissue heating; voltage-controlled stimulation introduces special dependencies on electrode configuration and lead encapsulation (reflected in impedance). If validated with an in vivo measurement as a possible mechanism of action of SCS, bioheat models of HD SCS serve as tools for programming optimization.

Indexed as

Spinal Cord StimulationElectrodesHeatingHumansSpinal CordSpineBioheat modelingelectrode encapsulationelectrodes configurationhigh-density spinal cord stimulationvoltage-controlled stimulation

Identifiers

PMID36030146
PMCPMC9950282
OpenAlexW4293007228

What OpenQuestion holds

Textmetadata
LicenceTDM
Read underepoch 390

Registered trials

None linked

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.