Evidence map›Paper›PMID 41735055›Full record

ArticleThe Journal of neuroscience : the official journal of the Society for Neuroscience2026

Spinal Processing of Spatiotemporally Diverse Tactile Stimuli: Computational Insights into Allodynia and Spinal Cord Stimulation.

Laura Medlock, Steven A Prescott

Abstract read
In one paragraph

Article in The Journal of neuroscience : the official journal of the Society for Neuroscience, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

2 authors.

Laura MedlockNeurosciences and Mental Health, The Hospital for Sick Children, Toronto, Ontario M5G 0A4, Canada.ORCID 0000-0002-8986-1805
Steven A PrescottNeurosciences and Mental Health, The Hospital for Sick Children, Toronto, Ontario M5G 0A4, Canada steven.prescott@ucalgary.ca.ORCID 0000-0002-3827-4512

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Weakening of synaptic inhibition in the spinal dorsal horn (SDH) contributes to mechanical allodynia after peripheral nerve pathology. Restoring inhibition can alleviate allodynia, whereas weakening it is sufficient to induce allodynia and spontaneous pain in uninjured conditions. Disinhibition is known to un-gate nociceptive polysynaptic spinal circuits, but why allodynia is predominantly evoked by certain touch stimuli remains unclear. To address this, we incorporated receptive fields (RFs) into a computational model of the SDH to study the processing of stimuli with different spatiotemporal features. Our model reveals that broad stimuli normally suppress spinal output by engaging inhibition from the RF's inhibitory surround, but previously subliminal excitation can be engaged when inhibition is compromised, fundamentally altering excitatory-inhibitory balance. The efficacy of spinal inhibition also depends on the input's temporal pattern, especially since excitatory and inhibitory spinal neurons are preferentially sensitive to synchronous and asynchronous input, respectively. Furthermore, spikes driven by synchronous input are resistant to feedforward inhibition. This combination of effects may explain why broad dynamic touch (e.g., brush) evokes more allodynia than punctate static touch. On the other hand, asynchronous and spatially disordered input like that evoked by kilohertz-frequency spinal cord stimulation was found to preferentially activate inhibitory neurons, thus reducing allodynia. Overall, our results suggest how spatial and temporal stimulus features impact the flow of sensory input through disinhibited spinal circuits. Our results show how quantitative computational models can connect injury-induced molecular changes to clinically relevant sensory effects by revealing nonintuitive processes occurring at the cellular and circuit levels.

Indexed as

Computer SimulationHyperalgesiaModels, NeurologicalSpinal Cord StimulationTouchAnimalsHumansNeural InhibitionPeripheral Nervous System DiseasesPhysical StimulationRatsSpatio-Temporal AnalysisSpinal Cord Dorsal Horndisinhibitiondorsal horninhibitionpainreceptive fieldssomatosensoryspatiotemporalspinal cord stimulation

Identifiers

PMID41735055
PMCPMC13022528

What OpenQuestion holds

Textmetadata
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.