ArticleFrontiers in pain research (Lausanne, Switzerland)2022
Inter-subject variability of pleasant pain relief using a data-driven approach in healthy volunteers.
Article in Frontiers in pain research (Lausanne, Switzerland), 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.
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Who cites it
5 citing papers in PubMed, 5 citations in OpenAlex.
- Conditioned Pain Modulation and Pleasant Pain Relief as Complementary Processes Reflecting Individual Differences in Pain Coping: A Clustering Approach.European journal of pain (London, England) · 2026Article
- Pain modulation profiles in temporomandibular disorders with migraine and fibromyalgia.Journal of oral & facial pain and headache · 2026Article
- Multimodal insights into diverse pain experiences: PhysioPain dataset.Data in brief · 2025Article
- Data-driven dynamic profiles of tonic heat pain perception in pain-free volunteers are associated with differences in anandamide levels.Scientific reports · 2024Article
- The impact of an immersive digital therapeutic tool on experimental pain: a pilot randomized within-subject experiment with an active control condition.Frontiers in pain research (Lausanne, Switzerland) · 2024Article
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Authors and funding
5 authors at 2 institutions in 1 country.
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Abstract
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 ( 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.
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