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Inter-subject variability of pleasant pain relief using a data-driven approach in healthy volunteers
BACKGROUND: The offset of a painful and unpleasant sensation can elicit pleasure. This phenomenon, namely pleasant pain relief (PPR), is attracting growing interest in research. While the cold pressor test (CPT) has been frequently used to study the inhibition of pain by the administration of anothe...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9720129/ https://www.ncbi.nlm.nih.gov/pubmed/36478768 http://dx.doi.org/10.3389/fpain.2022.1003237 |
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author | Henri, Catherine Marchand, Serge Giguère, Charles-Édouard Léonard, Guillaume Potvin, Stéphane |
author_facet | Henri, Catherine Marchand, Serge Giguère, Charles-Édouard Léonard, Guillaume Potvin, Stéphane |
author_sort | Henri, Catherine |
collection | PubMed |
description | BACKGROUND: The offset of a painful and unpleasant sensation can elicit pleasure. This phenomenon, namely pleasant pain relief (PPR), is attracting growing interest in research. While the cold pressor test (CPT) has been frequently used to study the inhibition of pain by the administration of another painful stimulation (inhibitory conditioned pain modulation; ICPM), a preliminary study from our research team has shown that CPT can also elicit a robust and long-lasting PPR. However, its effects on pain relief and inhibition vary greatly between subjects. Although substantial research has been carried out on inter-individual variability in the case of ICPM, the same cannot be said of PPR. Therefore, the current study sought to identify clusters of healthy volunteers with similar dynamic pain responses during the CPT, using a data-driven approach, and to investigate the inter-subject variability for PPR and ICPM. METHODS: One hundred and twenty-two healthy volunteers were recruited. A sequential ICPM paradigm was carried out with CPT (water at 10°C) and a Peltier Thermode to evaluate pain intensity and unpleasantness. Moreover, PPR was measured for four minutes at CPT offset. Statistical analyses were performed using group-based trajectory modelling. RESULTS: Four trajectories (groups) were identified for CPT pain intensity and unpleasantness ratings with varying levels of tonic pain and pain sensitization (e.g., temporal summation). PPR scores were correlated with both pain ratings trajectories (p < 0.001). On the other hand, no differences were found between groups regarding ICPM efficacy (percentage pain inhibition). DISCUSSION: This study has provided a first step into the investigation of PPR and ICPM interindividual variability. Using a data-driven approach, it was shown that PPR at CPT offset differs between clusters of participants identified based on dynamic pain intensity and unpleasantness responses from CPT. Thus, it was brought to light that both the levels of tonic pain and pain sensitization underlie individual differences in PPR. The lack of correlation between CPT pain trajectories and ICPM efficacy may be explained by the hypotheses that eliciting ICPM requires only a certain threshold of stimulation which doesn’t need to be noxious. In the future, studies on the inter-subject variability of PPR in large samples of chronic pain patients are warranted. |
format | Online Article Text |
id | pubmed-9720129 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-97201292022-12-06 Inter-subject variability of pleasant pain relief using a data-driven approach in healthy volunteers Henri, Catherine Marchand, Serge Giguère, Charles-Édouard Léonard, Guillaume Potvin, Stéphane Front Pain Res (Lausanne) Pain Research BACKGROUND: The offset of a painful and unpleasant sensation can elicit pleasure. This phenomenon, namely pleasant pain relief (PPR), is attracting growing interest in research. While the cold pressor test (CPT) has been frequently used to study the inhibition of pain by the administration of another painful stimulation (inhibitory conditioned pain modulation; ICPM), a preliminary study from our research team has shown that CPT can also elicit a robust and long-lasting PPR. However, its effects on pain relief and inhibition vary greatly between subjects. Although substantial research has been carried out on inter-individual variability in the case of ICPM, the same cannot be said of PPR. Therefore, the current study sought to identify clusters of healthy volunteers with similar dynamic pain responses during the CPT, using a data-driven approach, and to investigate the inter-subject variability for PPR and ICPM. METHODS: One hundred and twenty-two healthy volunteers were recruited. A sequential ICPM paradigm was carried out with CPT (water at 10°C) and a Peltier Thermode to evaluate pain intensity and unpleasantness. Moreover, PPR was measured for four minutes at CPT offset. Statistical analyses were performed using group-based trajectory modelling. RESULTS: Four trajectories (groups) were identified for CPT pain intensity and unpleasantness ratings with varying levels of tonic pain and pain sensitization (e.g., temporal summation). PPR scores were correlated with both pain ratings trajectories (p < 0.001). On the other hand, no differences were found between groups regarding ICPM efficacy (percentage pain inhibition). DISCUSSION: This study has provided a first step into the investigation of PPR and ICPM interindividual variability. Using a data-driven approach, it was shown that PPR at CPT offset differs between clusters of participants identified based on dynamic pain intensity and unpleasantness responses from CPT. Thus, it was brought to light that both the levels of tonic pain and pain sensitization underlie individual differences in PPR. The lack of correlation between CPT pain trajectories and ICPM efficacy may be explained by the hypotheses that eliciting ICPM requires only a certain threshold of stimulation which doesn’t need to be noxious. In the future, studies on the inter-subject variability of PPR in large samples of chronic pain patients are warranted. Frontiers Media S.A. 2022-11-21 /pmc/articles/PMC9720129/ /pubmed/36478768 http://dx.doi.org/10.3389/fpain.2022.1003237 Text en © 2022 Henri, Marchand, Giguère, Léonard and Potvin. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY) (https://creativecommons.org/licenses/by/4.0/) . The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Pain Research Henri, Catherine Marchand, Serge Giguère, Charles-Édouard Léonard, Guillaume Potvin, Stéphane Inter-subject variability of pleasant pain relief using a data-driven approach in healthy volunteers |
title | Inter-subject variability of pleasant pain relief using a data-driven approach in healthy volunteers |
title_full | Inter-subject variability of pleasant pain relief using a data-driven approach in healthy volunteers |
title_fullStr | Inter-subject variability of pleasant pain relief using a data-driven approach in healthy volunteers |
title_full_unstemmed | Inter-subject variability of pleasant pain relief using a data-driven approach in healthy volunteers |
title_short | Inter-subject variability of pleasant pain relief using a data-driven approach in healthy volunteers |
title_sort | inter-subject variability of pleasant pain relief using a data-driven approach in healthy volunteers |
topic | Pain Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9720129/ https://www.ncbi.nlm.nih.gov/pubmed/36478768 http://dx.doi.org/10.3389/fpain.2022.1003237 |
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