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Bridging the Gap in Pain Measurement with a Brain-Based Index

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  • Colince Meli Segning

    (Laboratoire de Recherche Biomécanique et Neurophysiologique en Réadaptation Neuro-Musculo-Squelettique ( Lab BioNR ), Centre Intersectoriel en Santé Durable (CISD), Université du Québec à Chicoutimi (UQAC), Saguenay, QC G7H 2B1, Canada)

  • Abderaouf Bouhali

    (Laboratoire de Recherche Biomécanique et Neurophysiologique en Réadaptation Neuro-Musculo-Squelettique ( Lab BioNR ), Centre Intersectoriel en Santé Durable (CISD), Université du Québec à Chicoutimi (UQAC), Saguenay, QC G7H 2B1, Canada)

  • Luis Vicente Franco de Oliveira

    (Post-Graduation Program in Human Movement and Rehabilitation, Centro Universitário UniEvangélica, Anápolis 75083–515, GO, Brazil)

  • Claudia Santos Oliveira

    (Post-Graduation Program in Human Movement and Rehabilitation, Centro Universitário UniEvangélica, Anápolis 75083–515, GO, Brazil)

  • Rubens A. da Silva

    (Laboratoire de Recherche Biomécanique et Neurophysiologique en Réadaptation Neuro-Musculo-Squelettique ( Lab BioNR ), Centre Intersectoriel en Santé Durable (CISD), Université du Québec à Chicoutimi (UQAC), Saguenay, QC G7H 2B1, Canada
    Post-Graduation Program in Human Movement and Rehabilitation, Centro Universitário UniEvangélica, Anápolis 75083–515, GO, Brazil
    Centre Intégré de Santé et Services Sociaux du Saguenay-Lac-Saint-Jean (CIUSSS SLSJ), Specialized Geriatrics Services-Hôpital de La Baie, Saguenay, QC G7H 7K9, Canada)

  • Karen Barros Parron Fernandes

    (Laboratoire de Recherche Biomécanique et Neurophysiologique en Réadaptation Neuro-Musculo-Squelettique ( Lab BioNR ), Centre Intersectoriel en Santé Durable (CISD), Université du Québec à Chicoutimi (UQAC), Saguenay, QC G7H 2B1, Canada
    Graduate Program in Health Sciences (PPGCS), School of Medicine, Pontifical Catholic University of Parana (PUCPR), Curitiba 80215-901, PR, Brazil
    School of Medicine, Pontifical Catholic University of Parana (PUCPR), Londrina 86072-000, PR, Brazil)

  • Suzy Ngomo

    (Laboratoire de Recherche Biomécanique et Neurophysiologique en Réadaptation Neuro-Musculo-Squelettique ( Lab BioNR ), Centre Intersectoriel en Santé Durable (CISD), Université du Québec à Chicoutimi (UQAC), Saguenay, QC G7H 2B1, Canada)

Abstract

(1) Background: Pain assessment still relies primarily on subjective self-report. To address these limitations, we developed Piq, an EEG-based index derived from beta-band brain activity (Piq β ) aimed at providing objective pain identification and quantification. (2) Methods: The study combined cross-sectional and longitudinal designs. Resting-state brain activity was recorded for five minutes, and EEG signals were preprocessed using a dedicated algorithm. Piq β performance was assessed by identifying an optimal cutoff to discriminate pain from no pain, evaluating its association with VNRS, and estimating agreement using a modified concordance criterion (exact match or ±1 category). A graded scale was also established to classify pain into distinct categories, according to intensity. (3) Results: An optimal cutoff of 10% for Piq β yielded 97.8% sensitivity and 88.2% specificity. Piq β correlated with self-reported scores (ρ = 0.60, p < 0.0001) with acceptable agreement (mean bias −1.02), accounting for clinically acceptable discrepancies. Five levels of pain were proposed, and Piq β demonstrated the ability to track intra-individual fluctuations over time, accounting for clinically acceptable discrepancies. (4) Conclusions: These findings provide strong evidence to support the Piq β index as a valuable complement to subjective pain ratings.

Suggested Citation

  • Colince Meli Segning & Abderaouf Bouhali & Luis Vicente Franco de Oliveira & Claudia Santos Oliveira & Rubens A. da Silva & Karen Barros Parron Fernandes & Suzy Ngomo, 2025. "Bridging the Gap in Pain Measurement with a Brain-Based Index," IJERPH, MDPI, vol. 23(1), pages 1-25, December.
  • Handle: RePEc:gam:jijerp:v:23:y:2025:i:1:p:33-:d:1826005
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