Nocebo hyperalgesia in patients with fibromyalgia and healthy controls: an experimental investigation of conditioning and extinction processes at baseline and 1-month follow-up
Open accessAbstract
Nocebo effects are adverse treatment outcomes that are not ascribed to active treatment components. Potentially, their magnitude might be higher in patients with chronic pain compared to healthy controls since patients likely experience treatment failure more frequently. The current study investigated group differences in the induction and extinction of nocebo effects on pressure pain at baseline (N = 69) and 1-month follow-up (N = 56) in female patients with fibromyalgia and matched healthy controls. Nocebo effects were first experimentally induced via classical conditioning combined with instructions on the pain-increasing function of a sham transcutaneous electrical nerve stimulation device, then decreased via extinction. One month later, the same procedures were repeated to explore their stability. Results suggest that nocebo effects were induced in the healthy control group during baseline and follow-up. In the patient group, nocebo effects were only induced during follow-up, without clear group differences. Extinction was only observed during baseline in the healthy control group. Further comparisons of nocebo effects and extinction indicated no significant changes across sessions, possibly suggesting their overall magnitudes were stable over time and across groups. In conclusion, contrary to our expectations, patients with fibromyalgia did not have stronger nocebo hyperalgesia; instead, they might be less responsive to nocebo manipulations than healthy controls. PERSPECTIVE: The current study is the first to investigate group differences in experimentally manipulated nocebo hyperalgesia between chronic pain and healthy populations at baseline and 1-month follow-up. Since nocebo effects are common in clinical settings, their investigation in different populations is essential to explain and minimize their adverse effects during treatment.
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The magnitude of experimentally induced nocebo hyperalgesia was not large (M = 0.23, SD = 0.97).
“Nocebo hyperalgesia was induced experimentally (as the mean score was above 0); however, its magnitude was not large ( M = 0.23, SD = 0.97), while it also showed the smallest mean vari ability between patients compared to self-reported expectancy-related factors (Table 1) [19].”
From Nocebo hyperalgesia and other expectancy-related factors in daily fibromyalgia pain: Combining experimental and electronic diary methods (2024) · cites this paper as [19]
The Induction of Nocebo Effects in Session 1 section reports small positive nocebo difference scores, including 0.19 (SD 0.74) for patients, so the source supports the general description of a small experimentally induced effect. It does not report M = 0.23, SD = 0.97; it also says the patient-group difference was not statistically significant. The citing sentence points to its own Table 1 for the numerical summary. (LLM, conf=0.88)
Experimental — accuracy not yet measuredNocebo hyperalgesia showed the smallest mean variability between patients compared to self-reported expectancy-related factors.
“Nocebo hyperalgesia was induced experimentally (as the mean score was above 0); however, its magnitude was not large ( M = 0.23, SD = 0.97), while it also showed the smallest mean vari ability between patients compared to self-reported expectancy-related factors (Table 1) [19].”
From Nocebo hyperalgesia and other expectancy-related factors in daily fibromyalgia pain: Combining experimental and electronic diary methods (2024) · cites this paper as [19]
Table 3 (Induction of Nocebo Effects in Session 1; page unavailable) reports a patient nocebo difference score of 0.19 (SD 0.74), while Table 2 (Descriptive Statistics; page unavailable) reports an SD of 2.33 for patients’ self-reported perceived effect of the device on pain. The paper does not establish that nocebo hyperalgesia had the smallest variability among expectancy-related factors, and its reported patient score does not match the citing sentence’s M = 0.23, SD = 0.97. (LLM, conf=0.78)
Experimental — accuracy not yet measuredNocebo hyperalgesia was induced experimentally, as the mean score was above 0.
“Nocebo hyperalgesia was induced experimentally (as the mean score was above 0); however, its magnitude was not large ( M = 0.23, SD = 0.97), while it also showed the smallest mean vari ability between patients compared to self-reported expectancy-related factors (Table 1) [19].”
From Nocebo hyperalgesia and other expectancy-related factors in daily fibromyalgia pain: Combining experimental and electronic diary methods (2024) · cites this paper as [19]
In Table 3 (page unavailable), the experimental-minus-control pain difference was above zero for patients and healthy controls. But the Induction of Nocebo Effects in Session 1 section reports a significant effect in healthy controls, not in patients (P = .13). Thus a positive patient mean alone does not establish that nocebo hyperalgesia was induced in patients. (LLM, conf=0.86)
Experimental — accuracy not yet measuredIn the lab, small nocebo hyperalgesia effects on pressure pain were induced [19].
“In the lab, small nocebo hyperalgesia effects on pressure pain were induced [19].”
From Nocebo hyperalgesia and other expectancy-related factors in daily fibromyalgia pain: Combining experimental and electronic diary methods (2024) · cites this paper as [19]
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Cites
Faul, F., Erdfelder, E., Lang, A.-G., & Buchner, A. (2007) · Behavior Research Methods · doi:10.3758/bf03193146 · Cited by 65,971 · see citing works
(2017) · Cited by 16,319 · see citing works
The Pain Catastrophizing Scale: Development and validation.
Sullivan, M. J. L., Bishop, S. R., & Pivik, J. (1995) · Psychological Assessment · doi:10.1037//1040-3590.7.4.524 · Cited by 8,227 · see citing works
Pearlin, L. I., & Schooler, C. (1978) · Journal of Health and Social Behavior · doi:10.2307/2136319 · Cited by 7,791 · see citing works
Scheier, M. F., Carver, C. S., & Bridges, M. W. (1994) · Journal of Personality and Social Psychology · doi:10.1037//0022-3514.67.6.1063 · Cited by 7,456 · see citing works
(1995) · Cited by 6,909 · see citing works
Marteau, T. M., & Bekker, H. (1992) · British Journal of Clinical Psychology · doi:10.1111/j.2044-8260.1992.tb00997.x · Cited by 3,238 · see citing works
2016 revisions to the 2010/2011 fibromyalgia diagnostic criteria
Wolfe, F., Clauw, D. J., Fitzcharles, M.-A., Goldenberg, D. L., Häuser, W., Katz, R. L., Mease, P. J., Russell, A. S., Russell, I. J., & Walitt, B. (2016) · Seminars in Arthritis and Rheumatism · doi:10.1016/j.semarthrit.2016.08.012 · Cited by 2,232 · see citing works
(1991) · PubMed · Cited by 1,837 · see citing works
WOLFE, F., CLAUW, D. J., FITZCHARLES, M.-A., GOLDENBERG, D. L., HÄUSER, W., KATZ, R. S., MEASE, P., RUSSELL, A. S., RUSSELL, I. J., & WINFIELD, J. B. (2011) · The Journal of Rheumatology · doi:10.3899/jrheum.100594 · Cited by 1,499 · see citing works
Fibromyalgia: an update on clinical characteristics, aetiopathogenesis and treatment
Sarzi‐Puttini, P., Giorgi, V., Marotto, D., & Atzeni, F. (2020) · Nature Reviews Rheumatology · doi:10.1038/s41584-020-00506-w · Cited by 837 · see citing works
Benedetti, F., Pollo, A., Lopiano, L., Lanotte, M., Vighetti, S., & Rainero, I. (2003) · The Journal of Neuroscience · doi:10.1523/jneurosci.23-10-04315.2003 · Cited by 788 · see citing works
Nonspecific medication side effects and the nocebo phenomenon
Barsky, A. J. (2002) · JAMA · doi:10.1001/jama.287.5.622 · Cited by 784 · see citing works
Ziegel, E. R., & Girden, E. (1993) · Technometrics · doi:10.1080/00401706.1993.10485382 · Cited by 722 · see citing works
Implications of placebo and nocebo effects for clinical practice: Expert consensus
Evers, A. W. M., Colloca, L., Blease, C., Annoni, M., Atlas, L. Y., Benedetti, F., Bingel, U., Büchel, C., Carvalho, C., Colagiuri, B., et al. (2018) · Psychotherapy and Psychosomatics · doi:10.1159/000490354 · Cited by 562 · see citing works
Self-citationThe Nocebo Effect and Its Relevance for Clinical Practice
Colloca, L., & Miller, F. G. (2011) · Psychosomatic Medicine · doi:10.1097/psy.0b013e3182294a50 · Cited by 431 · see citing works
The biochemical and neuroendocrine bases of the hyperalgesic nocebo effect
Benedetti, F., Amanzio, M., Vighetti, S., & Asteggiano, G. (2006) · The Journal of Neuroscience · doi:10.1523/jneurosci.2947-06.2006 · Cited by 419 · see citing works
The role of learning in nocebo and placebo effects
Colloca, L., Sigaudo, M., & Benedetti, F. (2008) · Pain · doi:10.1016/j.pain.2008.02.006 · Cited by 411 · see citing works
Rescorla, R. A. (2004) · Learning & Memory · doi:10.1101/lm.77504 · Cited by 380 · see citing works
Vase, L., Robinson, M. E., Verne, N. G., & Price, D. D. (2003) · Pain · doi:10.1016/s0304-3959(03)00073-3 · Cited by 373 · see citing works
Evidence of dysfunctional pain inhibition in Fibromyalgia reflected in rACC during provoked pain
Jensen, K. B., Kosek, E., Petzke, F., Carville, S., Fransson, P., Marcus, H., Williams, S. C. R., Choy, E., Giesecke, T., Mainguy, Y., et al. (2009) · Pain · doi:10.1016/j.pain.2009.03.018 · Cited by 358 · see citing works
Increased pain sensitivity in fibromyalgia: effects of stimulus type and mode of presentation
Petzke, F. W., Clauw, D. J., Ambrose, K., Khine, A. H., & Gracely, R. H. (2003) · Pain · doi:10.1016/s0304-3959(03)00204-5 · Cited by 332 · see citing works
Body vigilance in panic disorder: Evaluating attention to bodily perturbations.
Schmidt, N. B., Lerew, D. R., & Trakowski, J. H. (1997) · Journal of Consulting and Clinical Psychology · doi:10.1037/0022-006x.65.2.214 · Cited by 318 · see citing works
Cuijpers, P., Turner, E. H., Koole, S. L., van Dijke, A., & Smit, F. (2014) · Depression and Anxiety · doi:10.1002/da.22249 · Cited by 242 · see citing works
Blockade of nocebo hyperalgesia by the cholecystokinin antagonist proglumide
Benedetti, F., Amanzio, M., Casadio, C., Oliaro, A., & Maggi, G. (1997) · Pain · doi:10.1016/s0304-3959(97)03346-0 · Cited by 238 · see citing works
Pain and analgesia: the value of salience circuits
Borsook, D., Edwards, R., Elman, I., Becerra, L., & Levine, J. (2013) · Progress in Neurobiology · doi:10.1016/j.pneurobio.2013.02.003 · Cited by 215 · see citing works
The magnitude of nocebo effects in pain: A meta-analysis
Petersen, G. L., Finnerup, N. B., Colloca, L., Amanzio, M., Price, D. D., Jensen, T. S., & Vase, L. (2014) · Pain · doi:10.1016/j.pain.2014.04.016 · Cited by 210 · see citing works
The role of gender in fibromyalgia syndrome
Yunus, M. B. (2001) · Current Rheumatology Reports · doi:10.1007/s11926-001-0008-3 · Cited by 166 · see citing works
Bad Is More Powerful than Good: The Nocebo Response in Medical Consultations
Greville-Harris, M., & Dieppe, P. A. (2014) · The American Journal of Medicine · doi:10.1016/j.amjmed.2014.08.031 · Cited by 141 · see citing works
Patients’ and Professionals’ Views on Managing Fibromyalgia
Briones‐Vozmediano, E., Vives‐Cases, C., Ronda, E., & Gil‐González, D. (2013) · Pain Research and Management · doi:10.1155/2013/742510 · Cited by 124 · see citing works
An integrative review of the influence of expectancies on pain
Peerdeman, K. J., Laarhoven, A. I. M. V., Peters, M. L., & Evers, A. W. M. (2016) · Frontiers in Psychology · doi:10.3389/fpsyg.2016.01270 · Cited by 122 · see citing works
Self-citationExteroceptive and Interoceptive Body-Self Awareness in Fibromyalgia Patients
Valenzuela-Moguillansky, C., Reyes‐Reyes, A., & Gaete, M. I. (2017) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2017.00117 · Cited by 114 · see citing works
Experimental pressure-pain assessments: Test-retest reliability, convergence and dimensionality
Lacourt, T. E., Houtveen, J. H., & van Doornen, L. J. P. (2012) · Scandinavian Journal of Pain · doi:10.1016/j.sjpain.2011.10.003 · Cited by 112 · see citing works
The Clinical Implications of Nocebo Effects for Biosimilar Therapy
Colloca, L., Panaccione, R., & Murphy, T. K. (2019) · Frontiers in Pharmacology · doi:10.3389/fphar.2019.01372 · Cited by 108 · see citing works
Individuals’ Descriptions of Living With Fibromyalgia
Cunningham, M., & Jillings, C. (2006) · Clinical Nursing Research · doi:10.1177/1054773806291853 · Cited by 107 · see citing works
Nocebo Hyperalgesia, Partial Reinforcement, and Extinction
Colagiuri, B., Quinn, V. F., & Colloca, L. (2015) · The Journal of Pain · doi:10.1016/j.jpain.2015.06.012 · Cited by 98 · see citing works
Manaï, M., van Middendorp, H., Veldhuijzen, D. S., Huizinga, T. W. J., & Evers, A. W. M. (2019) · PAIN Reports · doi:10.1097/pr9.0000000000000699 · Cited by 84 · see citing works
Self-citationBartels, D. J. P., van Laarhoven, A. I. M., Stroo, M., Hijne, K., Peerdeman, K. J., Donders, A. R. T., van de Kerkhof, P. C. M., & Evers, A. W. M. (2017) · PLoS ONE · doi:10.1371/journal.pone.0182959 · Cited by 78 · see citing works
Self-citationDiminished Interoceptive Awareness in Fibromyalgia Syndrome
Duschek, S., Montoro, C. I., & del Paso, G. A. R. (2015) · Behavioral Medicine · doi:10.1080/08964289.2015.1094442 · Cited by 77 · see citing works
Meulders, A., Meulders, M., Stouten, I., Bie, J. D., & Vlaeyen, J. W. S. (2016) · Journal of Pain · doi:10.1016/j.jpain.2016.10.004 · Cited by 74 · see citing works
Intelligence and Age in a Dutch Sample
Verhage, F. (2009) · Human Development · doi:10.1159/000270308 · Cited by 72 · see citing works
The Influence of Side Effect Information Framing on Nocebo Effects
Faasse, K., Huynh, A., Pearson, S., Geers, A. L., Helfer, S. G., & Colagiuri, B. (2018) · Annals of Behavioral Medicine · doi:10.1093/abm/kay071 · Cited by 72 · see citing works
Nocebo and the contribution of psychosocial factors to the generation of pain
Benedetti, F., Frisaldi, E., Barbiani, D., Camerone, E. M., & Shaibani, A. I. (2019) · Journal of Neural Transmission · doi:10.1007/s00702-019-02104-x · Cited by 68 · see citing works
Treister, R., Honigman, L., Lawal, O. D., Lanier, R. K., & Katz, N. P. (2019) · Pain · doi:10.1097/j.pain.0000000000001538 · Cited by 65 · see citing works
Role of attentional focus on bodily sensations in sensitivity to itch and pain
van Laarhoven, A., Kraaimaat, F., Wilder-Smith, O., & Evers, A. (2010) · Acta Dermato Venereologica · doi:10.2340/00015555-0743 · Cited by 53 · see citing works
Comparing Counterconditioning and Extinction as Methods to Reduce Fear of Movement-Related Pain
Meulders, A., Karsdorp, P. A., Claes, N., & Vlaeyen, J. W. S. (2015) · Journal of Pain · doi:10.1016/j.jpain.2015.09.007 · Cited by 47 · see citing works
Schmitz, J., Müller, M., Stork, J., Eichler, I., Zöllner, C., Flor, H., & Klinger, R. (2019) · Psychotherapy and Psychosomatics · doi:10.1159/000501385 · Cited by 43 · see citing works
Self-citationFear‐learning deficits in subjects with fibromyalgia syndrome?
Jenewein, J., Moergeli, H., Sprott, H., Honegger, D., Brunner, L. M., Ettlin, D. A., Grillon, C., Bloch, K. E., Brügger, M., Schwegler, K., et al. (2013) · European Journal of Pain · doi:10.1002/j.1532-2149.2013.00300.x · Cited by 39 · see citing works
Blythe, J. S., Thomaidou, M. A., Peerdeman, K. J., van Laarhoven, A. I. M., van Schothorst, M. M. E., Veldhuijzen, D. S., & Evers, A. W. M. (2022) · Pain · doi:10.1097/j.pain.0000000000002820 · Cited by 35 · see citing works
Self-citationThomaidou, M. A., Veldhuijzen, D. S., Meulders, A., & Evers, A. W. M. (2020) · Pain · doi:10.1097/j.pain.0000000000002017 · Cited by 31 · see citing works
Self-citationLearning mechanisms in nocebo hyperalgesia: the role of conditioning and extinction processes
Thomaidou, M. A., Veldhuijzen, D. S., Peerdeman, K. J., Wiebing, N. Z. S., Blythe, J. S., & Evers, A. W. M. (2020) · Pain · doi:10.1097/j.pain.0000000000001861 · Cited by 24 · see citing works
Self-citationReduced selective learning in patients with fibromyalgia vs healthy controls
Meulders, A., Boddez, Y., Blanco, F., Houte, M. V. D., & Vlaeyen, J. W. S. (2018) · Pain · doi:10.1097/j.pain.0000000000001207 · Cited by 23 · see citing works
Learning mechanisms in pain chronification—teachings from placebo research
Ingvar, M. (2015) · Pain · doi:10.1097/j.pain.0000000000000093 · Cited by 18 · see citing works
Using Learning Strategies to Inhibit the Nocebo Effect
Quinn, V. F., & Colagiuri, B. (2018) · International review of neurobiology · doi:10.1016/bs.irn.2018.01.011 · Cited by 16 · see citing works
Efficacy of open‐label counterconditioning for reducing nocebo effects on pressure pain
Meijer, S., Karacaoglu, M., van Middendorp, H., Veldhuijzen, D. S., Jensen, K. B., Peerdeman, K. J., & Evers, A. W. M. (2023) · European Journal of Pain · doi:10.1002/ejp.2112 · Cited by 11 · see citing works
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Karacaoglu, M., Peerdeman, K. J., Karch, J. D., van Middendorp, H., & Evers, A. W. M. (2024) · Journal of Psychosomatic Research · doi:10.1016/j.jpsychores.2024.111676
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- Authors
- Karacaoglu, M., Peerdeman, K. J., Numans, M. E., Stolk, M. R., Meijer, S., Klinger, R., Veldhuijzen, D. S., van Middendorp, H., & Evers, A. W. M.
- Affiliations
- Leiden University (NL)
- Leiden University Medical Center (NL)
- University Medical Center Hamburg-Eppendorf (DE)
- Corresponding author
- Karacaoglu, Merve
- ORCID
- Venue
- The Journal of Pain
- Publisher
- Elsevier BV
- Published
- 2023-09
- Volume
- 24
- Issue
- 9
- Pages
- 1696-1711
- ISSN
- 1526-5900 (ISSN-L)
- OpenAlex
- W4377011906
- Cited by
- 5
- References
- 55
- Citations by year
- 2026: 1 · 2025: 1 · 2024: 2 · 2023: 1
- FWCI
- 0.75
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- Locations
- Journal of Pain (publishedVersion, cc-by)
- PubMed (publishedVersion)
- Leiden Repository (Leiden University) (submittedVersion, cc-by)
- Research Repository (Delft University of Technology) (submittedVersion, cc-by)
- Funders
- Nederlandse Organisatie voor Wetenschappelijk Onderzoek (45316004)
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Pain Management and Placebo Effect
- Health Sciences › Medicine › Psychiatry and Mental health › Fibromyalgia and Chronic Fatigue Syndrome Research
- Health Sciences › Medicine › Physiology › Pain Mechanisms and Treatments
- Keywords
- nocebo hyperalgesia, fibromyalgia, nocebo effect, classical conditioning, extinction, pressure pain, chronic pain, transcutaneous electrical nerve stimulation, sham stimulation, placebo effect, female patients
- MeSH terms
- Female, Fibromyalgia, Follow-Up Studies, Humans, Hyperalgesia, Chronic Pain, Nocebo Effect
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