Heart Rate Variability Mediates the Association Between Fear of Pain and Pain Perception: An Exploratory Study in Healthy Controls
Abstract
1. Introduction
2. Materials and Methods
2.1. Ethical Approval
2.2. Participants
2.3. General Overview of the Experimental Session
2.4. Questionnaires
2.5. Pain Perception Measurements
2.6. Physiological Measurements
2.7. Statistical Analysis
2.8. Pre-Processing of Physiological Data
2.9. Mediation Analyses
3. Results
3.1. Participants
3.2. Association Between FoP, Pain Catastrophising, Anxiety and Depression
3.3. Association Between Fear of Pain, Cold Pain Intensity and logRMSSD
3.4. Mediation Analysis
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Abbreviations
| ANS | Autonomic Nervous System |
| BP | Blood Pressure |
| CBT | Cognitive Behavioural Therapy |
| CES-D | Center for Epidemiologic Studies Depression Scale |
| FPQ-SF | Fear of Pain Questionnaire–Short Form |
| FoP | Fear of Pain |
| FoSP | Fear of Severe Pain |
| HC | Healthy Controls |
| HR | Heart Rate |
| HRV | Heart Rate Variability |
| IBI | Inter-beat Interval |
| LF | Low Frequency |
| PAG | Periaqueductal Grey |
| PCS | Pain Catastrophizing Scale |
| PFC | Prefrontal Cortex |
| RMSSD | Root Mean Square of Successive Differences |
| STAI | State-Trait Anxiety Inventory |
| VAS | Visual Analogue Scale |
References
- Vlaeyen, J.W.; Crombez, G.; Linton, S.J. The fear-avoidance model of pain. Pain 2016, 157, 1588–1589. [Google Scholar] [CrossRef]
- Arntz, A. Cognitive therapy versus interoceptive exposure as treatment of panic disorder without agoraphobia. Behav. Res. Ther. 2002, 40, 325–341. [Google Scholar] [CrossRef] [PubMed]
- Asmundson, G.; Norton, P.J.; Vlaeyen, J.W. Fear-avoidance models of chronic pain: An overview. In Understanding and Treating Fear of Pain; Oxford University Press: Oxford, UK, 2004; pp. 3–24. [Google Scholar]
- Zale, E.L.; Ditre, J.W. Pain-related fear, disability, and the fear-avoidance model of chronic pain. Curr. Opin. Psychol. 2015, 5, 24–30. [Google Scholar] [CrossRef] [PubMed]
- Hirsh, A.T.; George, S.Z.; Bialosky, J.E.; Robinson, M.E. Fear of Pain, Pain Catastrophizing, and Acute Pain Perception: Relative Prediction and Timing of Assessment. J. Pain 2008, 9, 806–812. [Google Scholar] [CrossRef] [PubMed]
- Markfelder, T.; Pauli, P. Fear of pain and pain intensity: Meta-analysis and systematic review. Psychol. Bull. 2020, 146, 411. [Google Scholar] [CrossRef]
- George, S.Z.; Dannecker, E.A.; Robinson, M.E. Fear of pain, not pain catastrophizing, predicts acute pain intensity, but neither factor predicts tolerance or blood pressure reactivity: An experimental investigation in pain-free individuals. Eur. J. Pain 2006, 10, 457–465. [Google Scholar] [CrossRef]
- Crombez, G.; Van Damme, S.; Eccleston, C. Hypervigilance to pain: An experimental and clinical analysis. Pain 2005, 116, 4–7. [Google Scholar] [CrossRef]
- Vanden Bulcke, C. Hypervigilance and Pain: The Role of Bodily Threat; Ghent University: Ghent, Belgium, 2015. [Google Scholar]
- Todd, J.; van Ryckeghem, D.M.; Sharpe, L.; Crombez, G. Attentional bias to pain-related information: A meta-analysis of dot-probe studies. Health Psychol. Rev. 2018, 12, 419–436. [Google Scholar] [CrossRef]
- Sánchez Romero, E.A.; Lim, T.; Villafañe, J.H.; Boutin, G.; Riquelme Aguado, V.; Martin Pintado-Zugasti, A.; Alonso Pérez, J.L.; Fernández Carnero, J. The influence of verbal suggestion on post-needling soreness and pain processing after dry needling treatment: An experimental study. Int. J. Environ. Res. Public Health 2021, 18, 4206. [Google Scholar] [CrossRef]
- Vanderlei, L.C.M.; Pastre, C.M.; Hoshi, R.A.; Carvalho, T.D.D.; Godoy, M.F.D. Basic notions of heart rate variability and its clinical applicability. Braz. J. Cardiovasc. Surg. 2009, 24, 205–217. [Google Scholar] [CrossRef]
- Appelhans, B.M.; Luecken, L.J. Heart rate variability as an index of regulated emotional responding. Rev. Gen. Psychol. 2006, 10, 229–240. [Google Scholar] [CrossRef]
- Bandeira, P.M.; Reis, F.J.; Sequeira, V.C.; Chaves, A.C.; Fernandes, O.; Arruda-Sanchez, T. Heart rate variability in patients with low back pain: A systematic review. Scand. J. Pain 2021, 21, 426–433. [Google Scholar] [CrossRef] [PubMed]
- Forte, G.; Troisi, G.; Pazzaglia, M.; Pascalis, V.D.; Casagrande, M. Heart rate variability and pain: A systematic review. Brain Sci. 2022, 12, 153. [Google Scholar] [CrossRef] [PubMed]
- Tracy, L.M.; Ioannou, L.; Baker, K.S.; Gibson, S.J.; Georgiou-Karistianis, N.; Giummarra, M.J. Meta-analytic evidence for decreased heart rate variability in chronic pain implicating parasympathetic nervous system dysregulation. Pain 2016, 157, 7–29. [Google Scholar] [CrossRef]
- Kocsel, N.; Galambos, A.; Szőke, J.; Kökönyei, G. The moderating effect of resting heart rate variability on the relationship between pain catastrophizing and depressed mood: An empirical study. Biol. Futur. 2024, 75, 29–39. [Google Scholar] [CrossRef]
- Thayer, J.F.; Åhs, F.; Fredrikson, M.; Sollers, J.J., III; Wager, T.D. A meta-analysis of heart rate variability and neuroimaging studies: Implications for heart rate variability as a marker of stress and health. Neurosci. Biobehav. Rev. 2012, 36, 747–756. [Google Scholar] [CrossRef]
- Spielberger, C.; Gorsuch, R.; Lushene, R.; Vagg, P.; Jacobs, G. Manual for the State-Trait Anxiety Inventory; Consulting Psychologists Press: Palo Alto, CA, USA, 1983. [Google Scholar]
- Weissman, M.M.; Sholomskas, D.; Pottenger, M.; Prusoff, B.A.; Locke, B.Z. Assessing depressive symptoms in five psychiatric populations: A validation study. Am. J. Epidemiol. 1977, 106, 203–214. [Google Scholar] [CrossRef]
- Vambheim, S.M.; Lyby, P.S.; Aslaksen, P.M.; Flaten, M.A.; Åsli, O.; Martinussen, L.M. The fear of pain questionnaire-III and the fear of pain questionnaire-short form: A confirmatory factor analysis. J. Pain Res. 2017, 10, 1871–1878. [Google Scholar] [CrossRef]
- Sullivan, M.J.; Bishop, S.R.; Pivik, J. The pain catastrophizing scale: Development and validation. Psychol. Assess. 1995, 7, 524. [Google Scholar] [CrossRef]
- Hohenschurz-Schmidt, D.; Calcagnini, G.; Dipasquale, O.; Jackson, J.; Medina, S.; O’Daly, O.; O’Muircheartaigh, J.; de Lara, R.; Williams, S.; McMahon, S. Linking pain sensation to the autonomic nervous system: The role of the anterior cingulate and periaqueductal gray resting-state networks. Front. Neurosci. Front. Neurosci. 2020, 14, 147. [Google Scholar] [CrossRef]
- Lentini, M.; Scalia, J.; Lebel, F.B.; Touma, F.; Jhajj, A.; Darlington, P.J.; Dover, G. Association between pain catastrophizing and pain and cardiovascular changes during a cold-pressor test in athletes. J. Athl. Train. 2021, 56, 473–483. [Google Scholar] [CrossRef]
- Oaks, Z.; Stage, A.; Middleton, B.; Faraone, S.; Johnson, B. Clinical utility of the cold pressor test: Evaluation of pain patients, treatment of opioid-induced hyperalgesia and fibromyalgia with low dose naltrexone. Discov. Med. 2018, 26, 197–206. [Google Scholar] [PubMed]
- Laborde, S.; Mosley, E.; Thayer, J.F. Heart rate variability and cardiac vagal tone in psychophysiological research–recommendations for experiment planning, data analysis, and data reporting. Front. Psychol. 2017, 8, 213. [Google Scholar] [CrossRef] [PubMed]
- McNeil, D.W.; Au, A.R.; Zvolensky, M.J.; McKee, D.R.; Klineberg, I.J.; Ho, C.C.K. Fear of pain in orofacial pain patients. Pain 2001, 89, 245–252. [Google Scholar] [CrossRef] [PubMed]
- Makovac, E.; Garfinkel, S.N.; Bassi, A.; Basile, B.; Macaluso, E.; Cercignani, M.; Calcagnini, G.; Mattei, E.; Agalliu, D.; Cortelli, P. Effect of parasympathetic stimulation on brain activity during appraisal of fearful expressions. Neuropsychopharmacology 2015, 40, 1649–1658. [Google Scholar] [CrossRef]
- Makovac, E.; Garfinkel, S.; Bassi, A.; Basile, B.; Macaluso, E.; Cercignani, M.; Calcagnini, G.; Mattei, E.; Mancini, M.; Agalliu, D. Fear processing is differentially affected by lateralized stimulation of carotid baroreceptors. Cortex 2018, 99, 200–212. [Google Scholar] [CrossRef]
- Venezia, A.; Fawsitt-Jones, H.; Hohenschurz-Schmidt, D.; Mancini, M.; Howard, M.; Makovac, E. Investigating the effects of artificial baroreflex stimulation on pain perception: A comparative study in no-pain and chronic low back pain individuals. J. Physiol. 2024, 602, 6941–6957. [Google Scholar] [CrossRef]
- Etherton, J.; Lawson, M.; Graham, R. Individual and gender differences in subjective and objective indices of pain: Gender, fear of pain, pain catastrophizing and cardiovascular reactivity. Appl. Psychophysiol. Biofeedback 2014, 39, 89–97. [Google Scholar] [CrossRef]
- Friedman, B.H.; Thayer, J.F. Anxiety and autonomic flexibility: A cardiovascular approach. Biol. Psychol. 1998, 47, 243–263. [Google Scholar] [CrossRef]
- Paccione, C.E.; Bruehl, S.; Diep, L.M.; Rosseland, L.A.; Stubhaug, A.; Jacobsen, H.B. The indirect impact of heart rate variability on cold pressor pain tolerance and intensity through psychological distress in individuals with chronic pain: The Tromsø Study. Pain Rep. 2022, 7, e970. [Google Scholar] [CrossRef]
- Goldstein, D.S.; Bentho, O.; Park, M.Y.; Sharabi, Y. Low-frequency power of heart rate variability is not a measure of cardiac sympathetic tone but may be a measure of modulation of cardiac autonomic outflows by baroreflexes. Exp. Physiol. 2011, 96, 1255–1261. [Google Scholar] [CrossRef]
- Makovac, E.; Venezia, A.; Hohenschurz-Schmidt, D.; Dipasquale, O.; Jackson, J.B.; Medina, S.; O’Daly, O.; Williams, S.C.; McMahon, S.B.; Howard, M.A. The association between pain-induced autonomic reactivity and descending pain control is mediated by the periaqueductal grey. J. Physiol. 2021, 599, 5243–5260. [Google Scholar] [CrossRef]
- Ihara, N.; Wakaizumi, K.; Nishimura, D.; Kato, J.; Yamada, T.; Suzuki, T.; Hashiguchi, S.; Terasawa, Y.; Kosugi, S.; Morisaki, H. Aberrant resting-state functional connectivity of the dorsolateral prefrontal cortex to the anterior insula and its association with fear avoidance belief in chronic neck pain patients. PLoS ONE 2019, 14, e0221023. [Google Scholar] [CrossRef]
| CESD | STAI Trait | PCS | PCS-Rumin | PCS-Magnification | PCS-Helplessness | ||
|---|---|---|---|---|---|---|---|
| FEAR OF MINOR PAIN | rho | 0.14 | 0.38 | 0.09 | 0.07 | −0.06 | 0.21 |
| p | 0.58 | 0.12 | 0.74 | 0.80 | 0.81 | 0.41 | |
| FEAR OF MEDICAL PAIN | rho | 0.02 | 0.10 | 0.13 | 0.10 | −0.10 | 0.25 |
| p | 0.95 | 0.69 | 0.61 | 0.69 | 0.71 | 0.31 | |
| FEAR OF SEVERE PAIN | rho | −0.16 | 0.11 | 0.01 | 0.09 | −0.10 | 0.05 |
| p | 0.53 | 0.66 | 0.98 | 0.71 | 0.69 | 0.84 | |
| FEAR OF PAIN-Total Score | rho | 0.05 | 0.28 | 0.10 | 0.12 | −0.12 | 0.22 |
| p | 0.84 | 0.26 | 0.71 | 0.63 | 0.64 | 0.38 |
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Venezia, A.; Fawsitt-Jones, H.; Makovac, E. Heart Rate Variability Mediates the Association Between Fear of Pain and Pain Perception: An Exploratory Study in Healthy Controls. J. Clin. Med. 2026, 15, 1705. https://doi.org/10.3390/jcm15051705
Venezia A, Fawsitt-Jones H, Makovac E. Heart Rate Variability Mediates the Association Between Fear of Pain and Pain Perception: An Exploratory Study in Healthy Controls. Journal of Clinical Medicine. 2026; 15(5):1705. https://doi.org/10.3390/jcm15051705
Chicago/Turabian StyleVenezia, Alessandra, Harriet Fawsitt-Jones, and Elena Makovac. 2026. "Heart Rate Variability Mediates the Association Between Fear of Pain and Pain Perception: An Exploratory Study in Healthy Controls" Journal of Clinical Medicine 15, no. 5: 1705. https://doi.org/10.3390/jcm15051705
APA StyleVenezia, A., Fawsitt-Jones, H., & Makovac, E. (2026). Heart Rate Variability Mediates the Association Between Fear of Pain and Pain Perception: An Exploratory Study in Healthy Controls. Journal of Clinical Medicine, 15(5), 1705. https://doi.org/10.3390/jcm15051705
