Evidence map›Paper›PMID 41924084›Full record

ArticleJournal of pain research2026

A Pain Memory "Trace": Cumulative Pain Perception and Damping During Fight-or-Flight Response Modeled with a Lotka-Volterra-Style Coupled Feedback Control Loop System.

Wolfgang Fink, Robert B Raffa

Abstract read
In one paragraph

Article in Journal of pain research, 2026. 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

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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

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3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

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5 · Who and what money

Authors and funding

2 authors.

Wolfgang FinkVisual and Autonomous Exploration Systems Research Laboratory, University of Arizona, Tucson, AZ, USA.ORCID 0000-0002-5953-6665
Robert B RaffaTemple University (Emeritus), Philadelphia, PA, USA.ORCID 0000-0002-1456-4451

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Unlike a single acute pain (such as a single animal bite), cumulative pain arises from multiple sources or occurrences of pain stimuli (eg, multiple animal bites). We earlier introduced a mathematical framework of a coupled feedback control loop using Lotka-Volterra dynamics to model the choreographed interaction between "ascending" and "descending" pain-processing pathways. This model is based on the premise that these pathways, rather than acting independently, should act in a coordinated, coupled, well-controlled feedback loop. Methods: In this work, we apply Lotka-Volterra dynamics - coupled first-order nonlinear differential equations used to describe the dynamics of biological systems in which two or more components interact - to examine the effect and magnitude of modulatory feedback (ie, "damping") on the response function (ie, pain perception) to the incidence of cumulative pain. Results: Simulations demonstrate that our approach can model individual consecutive pain signals (i) if the inter-pain-signal time is larger than a certain threshold, (ii) if the magnitude of immediate consecutive pain signals differs, or (iii) if during superposition of (partially) concurrent pain signals the magnitude of the resulting superimposed pain signal changes during an ongoing pain signal event. Discussion: Our results suggest that pain perception declines after an initial stimulus, but does not immediately return to zero (or baseline); instead, it settles at a lower plateau level that persists essentially for the duration of the stimulus input. With each subsequent pain stimulus, the effect on the plateau level is cumulative, amounting essentially to a pain memory "trace". Therefore, in addition to a measure of the damage of an individual event (eg, a claw swipe), a herein newly-described measure of the cumulative damage is also monitored (eg, multiple claw strikes). This would provide two critical types of information helpful to make a decision to either fight or flee.

Indexed as

ascending and descending pain pathwayscontrol systemcumulative paindampingdead timefeedback loopLotka-Volterra dynamicsmodulation-mediated pain perception hyperpolarization

Identifiers

PMID41924084
PMCPMC13036238

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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.