Evidence map›Paper›PMID 40183725›Full record

ArticleNeuromodulation : journal of the International Neuromodulation Society2025

Computational Optimization of Spinal Cord Stimulation for Dorsal Horn Interneuron Polarization.

Adantchede Louis Zannou, Mojtaba Belali Koochesfahani, Gabriel Gaugain, Denys Nikolayev, Marc Russo, Marom Bikson

Abstract read
In one paragraph

Article in Neuromodulation : journal of the International Neuromodulation Society, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

6 authors.

Adantchede Louis ZannouDepartment of Biomedical Engineering, The City College of New York, New York City, NY, USA; Air Force Institute of Technology, Wright-Patterson Air Force Base, OH, USA; College of Engineering, The University of California-Berkeley, Berkeley, CA, USA. Electronic address: azannou00@citymail.cuny.edu.
Mojtaba Belali KoochesfahaniDepartment of Biomedical Engineering, The City College of New York, New York City, NY, USA.
Gabriel GaugainInstitut d'Électronique et des Technologies du numéRique, CNRS UMR 6164 / University of Rennes, Rennes, France.
Denys NikolayevInstitut d'Électronique et des Technologies du numéRique, CNRS UMR 6164 / University of Rennes, Rennes, France.
Marc RussoHunter Pain Specialists, Newcastle, New South Wales, Australia.
Marom BiksonDepartment of Biomedical Engineering, The City College of New York, New York City, NY, USA.

Funding

G-RISE: Graduate Research Initiative for Student Advancement at The City College of New YorkT32GM136499 · NIGMS · CITY COLLEGE OF NEW YORK · PI RUTH E. STARK · 2020 to 2026
$4.9M
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
"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 DA048502NIGMS NIH HHS T32 GM136499NIGMS NIH HHS T34 GM137858NINDS NIH HHS R01 NS101362NINDS NIH HHS R01 NS112996
6 · The paper itself

Abstract

objectivesThe proposed mechanisms of spinal cord stimulation (SCS) follow the polarization of dorsal column axons; however, the development of subparesthesia SCS has encouraged the consideration of different targets. Given their relative proximity to the stimulation electrodes and their role in pain processing (eg, synaptic processing and gate control theory), spinal cord dorsal horn interneurons may be attractive stimulation targets. MATERIALS AND

methodsWe developed a computational modeling pipeline termed "quasiuniform-mirror assumption" and applied it to predict polarization of dorsal horn interneuron cell types (islet type, central type, stellate/radial, vertical-like) to SCS. The quasiuniform-mirror assumption allows the prediction of the peak and directional axes of dendrite polarization for each cell type and location in the dorsal horn, in addition to the impact of the stimulation pulse width and electrode configuration.

resultsFor long pulses, the peak polarization per milliampere of SCS with a spaced bipolar configuration was islet type 3.5mV, central type 1.3mV, stellate/radial 1.4mV, and vertical-like 1.6mV. For stellate/radial, the peak dendrite polarization was dorsal-ventral, and for islet-type, the peak dendrite polarization was in the rostral-caudal axis. For islet type and central type cells, peak dendrite polarization was between stimulation electrodes, whereas for stellate/radial and vertical-like cells, peak dendrite polarization was under the stimulation electrodes. The impact of the pulse width depends on the membrane time constants. Assuming a 1-millisecond time constant, for a 1-millisecond or 100-μs pulse width, the peak dendrite polarization decreases (from direct current values) by approximately 33% and approximately 88%, respectively. Increasing the interelectrode distance beyond approximately 3 cm did not significantly increase the peak polarization but expanded the region of interneuron polarization.

conclusionsPredicted maximum polarization of islet-cells in the superficial dorsal horn at locations between electrodes is 4.6mV for 2 mA, 1-millisecond pulse SCS. A polarization of a few millivolts is sufficient to modulate synaptic processing through subthreshold mechanisms. Our simulations provide support for SCS approaches optimized to modulate the dendrites of dorsal horn neurons.

Indexed as

Cell PolarityComputer SimulationInterneuronsModels, NeurologicalPosterior Horn CellsSpinal Cord Dorsal HornSpinal Cord StimulationAnimalsDendritesHumansClinical programmingdorsal horn interneurons stimulationmechanism of actionquasiuniform-mirror approximationsub-perception

Identifiers

PMID40183725
PMCPMC13539576

What OpenQuestion holds

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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.