Interindividual Variability in Exercise-Induced Hypoalgesia Following a Single Session of Immersive Virtual Reality-Based Exercise in Women with Fibromyalgia: An Exploratory Cluster Analysis

Fibromyalgia (FM) is associated with altered pain modulation and heterogeneous responses to exercise. Exercise-induced hypoalgesia (EIH), typically observed in healthy individuals, appears inconsistent in FM. Immersive virtual reality-based exercise (VRBE) may influence pain through cognitive and attentional mechanisms, but its relationship with EIH remains unclear. This study aimed to identify exploratory response patterns based on changes in pressure pain thresholds (ΔPPT) following a single VRBE session and to explore associations with clinical and cognitive variables. A secondary pre–post analysis was conducted in 35 women with FM who completed a standardized VRBE protocol. PPTs were assessed at the trapezius, lumbar region, and knee before and after the intervention. K-means clustering was applied to ΔPPT values, and repeated measures ANOVA evaluated time × cluster interactions. No significant group-level changes in PPT were observed (p ≥ 0.432). Three response patterns were identified: positive responders (17%), negative responders (23%), and non-responders (60%), with significant time × cluster interactions across all sites (p < 0.001). Cognitive function and educational level were associated with ΔPPT but did not predict cluster membership. These findings indicate interindividual variability in EIH responses following VRBE in FM, highlighting the potential relevance of individualized monitoring during VR-based exercise interventions and the need for further investigation of underlying mechanisms.

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Journal
Virtual Worlds
Published
2026-06-09
DOI
https://doi.org/10.3390/virtualworlds5020027
Primary Topic
Fibromyalgia and Chronic Fatigue Syndrome Research
Type
article
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article

Interindividual Variability in Exercise-Induced Hypoalgesia Following a Single Session of Immersive Virtual Reality-Based Exercise in Women with Fibromyalgia: An Exploratory Cluster Analysis

Gonzalo Arias-Álvarez, Benjamín Parada-Norambuena, Claudio Carvajal-Parodi, Francisco Guede-Rojas et al.
Virtual Worlds
Fibromyalgia and Chronic Fatigue Syndrome Research
article

Interindividual Variability in Exercise-Induced Hypoalgesia Following a Single Session of Immersive Virtual Reality-Based Exercise in Women with Fibromyalgia: An Exploratory Cluster Analysis

Gonzalo Arias-Álvarez, Benjamín Parada-Norambuena, Claudio Carvajal-Parodi, Francisco Guede-Rojas, David Ulloa-Díaz, Jesús Ponce-González, Gaspar Real Zafra
article en

Abstract

Fibromyalgia (FM) is associated with altered pain modulation and heterogeneous responses to exercise. Exercise-induced hypoalgesia (EIH), typically observed in healthy individuals, appears inconsistent in FM. Immersive virtual reality-based exercise (VRBE) may influence pain through cognitive and attentional mechanisms, but its relationship with EIH remains unclear. This study aimed to identify exploratory response patterns based on changes in pressure pain thresholds (ΔPPT) following a single VRBE session and to explore associations with clinical and cognitive variables. A secondary pre–post analysis was conducted in 35 women with FM who completed a standardized VRBE protocol. PPTs were assessed at the trapezius, lumbar region, and knee before and after the intervention. K-means clustering was applied to ΔPPT values, and repeated measures ANOVA evaluated time × cluster interactions. No significant group-level changes in PPT were observed (p ≥ 0.432). Three response patterns were identified: positive responders (17%), negative responders (23%), and non-responders (60%), with significant time × cluster interactions across all sites (p < 0.001). Cognitive function and educational level were associated with ΔPPT but did not predict cluster membership. These findings indicate interindividual variability in EIH responses following VRBE in FM, highlighting the potential relevance of individualized monitoring during VR-based exercise interventions and the need for further investigation of underlying mechanisms.

Virtual WorldsVol. 5(2)
Universidad Andrés Bello (CL), University of Concepción (CL), San Sebastián University (CL), Universidad Católica de la Santísima Concepción (CL), Universidad de Cádiz (ES), Universidad de las Américas (NI), Biomedical Research and Innovation Institute of Cadiz (ES)
Openalex Percentile: Top 8%
Fibromyalgia and Chronic Fatigue Syndrome Research
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