The anatomy of the mesolimbic reward system: a link between personality and the placebo analgesic response
Open accessAbstract
The anticipation of clinical benefit, a crucial component of placebo analgesia, has been suggested to be a special case of reward anticipation. Since reward processing is closely linked to the ventral striatum and the neurotransmitter dopamine, we examined the relationships between brain gray matter, placebo analgesic response, and personality traits associated with dopaminergic neurotransmission. We report that dopamine-related traits predict a substantial portion of the pain relief an individual gains from a sham treatment. Voxel-based morphometry of magnetic resonance images shows that the magnitude of placebo analgesia is related to gray matter density (GMD) in several brain regions, including the ventral striatum, insula, and prefrontal cortex. Similarly, GMD in ventral striatum and prefrontal cortex is related to dopamine-related personality traits. Our findings highlight the relationship between placebo and reward and potentially offer ways of identifying subjects who are likely to show large placebo analgesic responses.
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The experience of pain results from both sensory input and psychological variables such as personality traits and anxiety level.
“The experience of pain results from both sensory input and psychological variables such as personality traits and anxiety level1–5.”
From Boundary effects of expectation in human pain perception (2019) · cites this paper as [5]
The section on dopamine-related personality traits reports that those traits were associated with changes in pain ratings during placebo analgesia, supporting the personality component in that setting. The Placebo analgesic response section reports no correlation between changes in anxiety/calmness and the placebo analgesic response. The paper therefore does not establish the broader claim that anxiety level contributes to pain experience. (LLM, conf=0.85)
Experimental — accuracy not yet measuredThe experience of pain is strongly affected by other psychological variables such as optimism, anxiety, suggestibility, and reward responsiveness.
“Our interest in individual differences was motivated by our own and others’ findings that the experience of pain is strongly affected by other psychological variables such as optimism, anxiety, suggestibility, and reward responsiveness1–5.”
From Boundary effects of expectation in human pain perception (2019) · cites this paper as [5]
The Results section (page not supplied) reports that a composite of dopamine-related personality traits was associated with placebo-induced changes in pain, supporting the broad point that psychological differences relate to pain experience. The Discussion (page not supplied) reports a prior finding on suggestibility, but says reward responsiveness alone did not correlate with placebo analgesia. The paper does not establish the claimed effects of optimism or anxiety. (LLM, conf=0.86)
Experimental — accuracy not yet measuredIndividual differences in placebo response were significantly associated with dopamine release under placebo and subsequent activity in reward tasks.
“Individual differences in placebo response were significantly associated with dopamine release under placebo and subsequent activity in reward tasks (Schweinhardt et al., 2009).”
From Distinct neural representations of placebo and nocebo effects (2015) · cites this paper as Schweinhardt et al., 2009
Other traits, like dopamine-related personality traits (harm avoidance and novelty seeking), have been found to predict analgesic placebo responses.
“other traits that have been found to predict analgesic placebo responses30, like dopamine-related personality traits (i.e., harm avoidance and novelty seeking)”
From Changes in perception of treatment efficacy are associated to the magnitude of the nocebo effect and to personality traits (2016) · cites this paper as [30]
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Cites
Carver, C. S., & White, T. L. (1994) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.67.2.319 · Cited by 7,306 · see citing works
A Systematic Method for Clinical Description and Classification of Personality Variants: A Proposal
Cloninger, C. R. (1987) · Archives of General Psychiatry · doi:10.1001/archpsyc.1987.01800180093014 · Cited by 3,678 · see citing works
Depue, R. A., & Collins, P. F. (1999) · Behavioral and Brain Sciences · doi:10.1017/s0140525x99002046 · Cited by 2,046 · see citing works
Placebo-Induced Changes in fMRI in the Anticipation and Experience of Pain
Wager, T. D., Rilling, J. K., Smith, E. E., Sokolik, A., Casey, K. L., Davidson, R. J., Kosslyn, S. M., Rose, R. M., & Cohen, J. D. (2004) · Science · doi:10.1126/science.1093065 · Cited by 1,992 · see citing works
Food reward: brain substrates of wanting and liking
Berridge, K. C. (1996) · Neuroscience & Biobehavioral Reviews · doi:10.1016/0149-7634(95)00033-b · Cited by 1,901 · see citing works
Placebo and Opioid Analgesia-- Imaging a Shared Neuronal Network
Petrovic, P., Kalso, E., Petersson, K. M., & Ingvar, M. (2002) · Science · doi:10.1126/science.1067176 · Cited by 1,488 · see citing works
Expectation and Dopamine Release: Mechanism of the Placebo Effect in Parkinson's Disease
de la Fuente‐Fernández, R., Ruth, T. J., Sossi, V., Schulzer, M., Calne, D. B., & Stoessl, A. J. (2001) · Science · doi:10.1126/science.1060937 · Cited by 991 · see citing works
Keeping pain out of mind: The role of the dorsolateral prefrontal cortex in pain modulation
Lorenz, J., Minoshima, S., & Casey, K. L. (2003) · Brain · doi:10.1093/brain/awg102 · Cited by 952 · see citing works
The Importance of Placebo Effects in Pain Treatment and Research
Turner, J. A. (1994) · JAMA · doi:10.1001/jama.1994.03510440069036 · Cited by 877 · see citing works
Placebo Effects Mediated by Endogenous Opioid Activity on μ-Opioid Receptors
Zubieta, J.-K., Bueller, J. A., Jackson, L. R., Scott, D. J., Xu, Y., Koeppe, R. A., Nichols, T. E., & Stohler, C. S. (2005) · The Journal of Neuroscience · doi:10.1523/jneurosci.0439-05.2005 · Cited by 779 · see citing works
Wyvell, C. L., & Berridge, K. C. (2000) · The Journal of Neuroscience · doi:10.1523/jneurosci.20-21-08122.2000 · Cited by 764 · cited 2× · see citing works
“Whereas the “liking” component is associated with striatal opioids (Peciña and Berridge, 2000), “wanting” seems to be related to dopaminergic neurotransmission in the ventral striatum (Wyvell and Berridge, 2000).”
BackgroundPlacebo and Nocebo Effects Are Defined by Opposite Opioid and Dopaminergic Responses
Scott, D. J., Stohler, C. S., Egnatuk, C. M., Wang, H., Koeppe, R. A., & Zubieta, J.-K. (2008) · Archives of General Psychiatry · doi:10.1001/archgenpsychiatry.2007.34 · Cited by 637 · see citing works
Wallis, J. D., & Miller, E. K. (2003) · European Journal of Neuroscience · doi:10.1046/j.1460-9568.2003.02922.x · Cited by 614 · see citing works
Accelerated Brain Gray Matter Loss in Fibromyalgia Patients: Premature Aging of the Brain?
Kuchinad, A., Schweinhardt, P., Seminowicz, D. A., Wood, P. B., Chizh, B. A., & Bushnell, M. C. (2007) · Journal of Neuroscience · doi:10.1523/jneurosci.0098-07.2007 · Cited by 613 · see citing works
Self-citationIndividual Differences in Reward Drive Predict Neural Responses to Images of Food
Beaver, J. D., Lawrence, A. D., van Ditzhuijzen, J., Davis, M. H., Woods, A., & Calder, A. J. (2006) · The Journal of Neuroscience · doi:10.1523/jneurosci.0350-06.2006 · Cited by 594 · see citing works
Mechanisms of placebo analgesia: rACC recruitment of a subcortical antinociceptive network
Bingel, U., Lorenz, J., Schoell, E., Weiller, C., & Büchel, C. (2006) · Pain · doi:10.1016/j.pain.2005.08.027 · Cited by 567 · see citing works
Placebo effects on human μ-opioid activity during pain
Wager, T. D., Scott, D. J., & Zubieta, J.-K. (2007) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0702413104 · Cited by 562 · see citing works
Price, D. D., Milling, L. S., Kirsch, I., Duff, A., Montgomery, G. H., & Nicholls, S. S. (1999) · Pain · doi:10.1016/s0304-3959(99)00081-0 · Cited by 559 · see citing works
Reward Circuitry Activation by Noxious Thermal Stimuli
Becerra, L. R., Breiter, H. C., Wise, R. A., González, R., & Borsook, D. (2001) · Neuron · doi:10.1016/s0896-6273(01)00533-5 · Cited by 489 · see citing works
Individual differences in reward responding explain placebo-induced expectations and effects
Scott, D. J., Stohler, C. S., Egnatuk, C. M., Wang, H., Koeppe, R. A., & Zubieta, J.-K. (2007) · Neuron · doi:10.1016/j.neuron.2007.06.028 · Cited by 466 · see citing works
Ashburner, J., & Friston, K. J. (2007) · Elsevier eBooks · doi:10.1016/b978-012372560-8/50007-3 · Cited by 445 · see citing works
Peciña, S., & Berridge, K. C. (2000) · Brain Research · doi:10.1016/s0006-8993(00)02102-8 · Cited by 405 · see citing works
Effects of odors on pain perception: deciphering the roles of emotion and attention
Villemure, C., Slotnick, B. M., & Bushnell, C. M. (2003) · Pain · doi:10.1016/s0304-3959(03)00297-5 · Cited by 369 · see citing works
Wiech, K., Kalisch, R., Weiskopf, N., Pleger, B., Stephan, K. E., & Dolan, R. J. (2006) · The Journal of Neuroscience · doi:10.1523/jneurosci.2568-06.2006 · Cited by 323 · see citing works
Oswald, L. M., Wong, D. F., McCaul, M., Zhou, Y., Kuwabara, H., Choi, L., Brasic, J., & Wand, G. S. (2005) · Neuropsychopharmacology · doi:10.1038/sj.npp.1300667 · Cited by 314 · see citing works
Individual differences in extraversion and dopamine genetics predict neural reward responses
Cohen, M. X., Young, J., Baek, J. M., Kessler, C., & Charan Ranganath, A. (2005) · Cognitive Brain Research · doi:10.1016/j.cogbrainres.2005.09.018 · Cited by 271 · see citing works
Harvey, P.-O., Pruessner, J., Czechowska, Y., & Lepage, M. (2007) · Molecular Psychiatry · doi:10.1038/sj.mp.4002021 · Cited by 259 · see citing works
An fMRI study measuring analgesia enhanced by religion as a belief system.
Wiech, K., Farias, M., Kahane, G., Shackel, N., Tiede, W., & Tracey, I. (2008) · Pain · doi:10.1016/j.pain.2008.07.030 · Cited by 251 · see citing works
De Pascalis, V., Chiaradia, C., & Carotenuto, E. (2002) · Pain · doi:10.1016/s0304-3959(01)00485-7 · Cited by 249 · see citing works
Gene–gene interaction associated with neural reward sensitivity
Yacubian, J., Sommer, T., Schroeder, K., Gläscher, J., Kalisch, R., Leuenberger, B., Braus, D. F., & Büchel, C. (2007) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0702029104 · Cited by 241 · see citing works
Increased gray matter density in young women with chronic vulvar pain
Schweinhardt, P., Kuchinad, A., Pukall, C. F., & Bushnell, M. C. (2008) · Pain · doi:10.1016/j.pain.2008.09.014 · Cited by 192 · see citing works
Self-citationDopamine D2 Receptors in the Insular Cortex and the Personality Trait of Novelty Seeking
Suhara, T., Yasuno, F., Sudo, Y., Yamamoto, M., Inoue, M., Okubo, Y., & Suzuki, K. (2001) · NeuroImage · doi:10.1006/nimg.2001.0761 · Cited by 184 · see citing works
Peinemann, A., Schuller, S., Pohl, C., Jähn, T., Weindl, A., & Kassubek, J. (2005) · Journal of the Neurological Sciences · doi:10.1016/j.jns.2005.07.007 · Cited by 183 · see citing works
Dopamine Reuptake Inhibition in the Rostral Agranular Insular Cortex Produces Antinociception
Burkey, A. R., Carstens, E. E., & Jasmin, L. (1999) · Journal of Neuroscience · doi:10.1523/jneurosci.19-10-04169.1999 · Cited by 151 · see citing works
Pain and the Placebo: What We Have Learned
Hoffman, G. A., Harrington, A., & Fields, H. L. (2005) · Perspectives in biology and medicine · doi:10.1353/pbm.2005.0054 · Cited by 135 · see citing works
Kröner, S., Krimer, L. S., Lewis, D. A., & Barrionuevo, G. (2006) · Cerebral Cortex · doi:10.1093/cercor/bhl012 · Cited by 122 · see citing works
Dopaminergic input to GABAergic neurons in the rostral agranular insular cortex of the rat
Ohara, P. T., Granato, A., Moallem, T. M., Wang, B.-R., Tillet, Y., & Jasmin, L. (2003) · Journal of Neurocytology · doi:10.1023/b:neur.0000005598.09647.7f · Cited by 111 · see citing works
Bertolino, A., Knable, M., Saunders, R., Callicott, J., Kolachana, B., Mattay, V., Bachevalier, J., Frank, J., Egan, M., & Weinberger, D. (1999) · Biological Psychiatry · doi:10.1016/s0006-3223(98)00380-1 · Cited by 110 · see citing works
Iidaka, T., Matsumoto, A., Ozaki, N., Suzuki, T., Iwata, N., Yamamoto, Y., Okada, T., & Sadato, N. (2006) · Brain Research · doi:10.1016/j.brainres.2006.09.015 · Cited by 83 · see citing works
Strain differences in the rewarding and dopamine-releasing effects of morphine in rats
Shoaib, M., Spanagel, R., Stöhr, T., & Shippenberg, T. S. (1995) · Psychopharmacology · doi:10.1007/bf02245193 · Cited by 79 · see citing works
Opioid Receptor PET Reveals the Psychobiologic Correlates of Reward Processing
Schreckenberger, M., Klega, A., Gründer, G., Buchholz, H., Scheurich, A., Schirrmacher, R., Schirrmacher, E. S., Müller, C., Henriksen, G., & Bartenstein, P. (2008) · Journal of Nuclear Medicine · doi:10.2967/jnumed.108.050849 · Cited by 64 · see citing works
Newman, L. M., Trivedi, M. A., Bendlin, B. B., Ries, M. L., & Johnson, S. C. (2007) · Brain Imaging and Behavior · doi:10.1007/s11682-007-9000-5 · Cited by 58 · see citing works
Antinociceptive mechanism of l-DOPA
Shimizu, T., Iwata, S.-I., Morioka, H., et al. (2004) · Pain · doi:10.1016/j.pain.2004.03.038 · Cited by 50 · see citing works
Effects of intravenous placebo with glucose expectation on human basal ganglia dopaminergic function
Haltia, L. T., Rinne, J. O., Helin, S., Parkkola, R. K., Någren, K., & Kaasinen, V. (2008) · Synapse · doi:10.1002/syn.20541 · Cited by 39 · see citing works
Harvey, P.-O., Pruessner, J. C., Czechowska, Y., & Lepage, M. (2007) · Molecular Psychiatry · doi:10.1038/sj.mp.4002045 · Cited by 27 · see citing works
Amphetamine-induced analgesia does not involve brain opioids
Drago, F., Caccamo, G., Continella, G., et al. (1984) · European Journal of Pharmacology · doi:10.1016/0014-2999(84)90168-7 · Cited by 25 · see citing works
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Activation of the Opioidergic Descending Pain Control System Underlies Placebo Analgesia
Eippert, F., Bingel, U., Schoell, E. D., Yacubian, J., Klinger, R., Lorenz, J., & Büchel, C. (2009) · Neuron · doi:10.1016/j.neuron.2009.07.014 · Cited by 839 · see citing works
The neuroscience of placebo effects: connecting context, learning and health
Wager, T. D., & Atlas, L. Y. (2015) · Nature Reviews Neuroscience · doi:10.1038/nrn3976 · Cited by 844 · see citing works
Getting the pain you expect: mechanisms of placebo, nocebo and reappraisal effects in humans
Tracey, I. (2010) · Nature Medicine · doi:10.1038/nm.2229 · Cited by 553 · see citing works
Placebo Analgesia: A Predictive Coding Perspective
Büchel, C., Geuter, S., Sprenger, C., & Eippert, F. (2014) · Neuron · doi:10.1016/j.neuron.2014.02.042 · Cited by 505 · see citing works
Placebo and the New Physiology of the Doctor-Patient Relationship
Benedetti, F. (2013) · Physiological Reviews · doi:10.1152/physrev.00043.2012 · Cited by 492 · see citing works
Atlas, L. Y., & Wager, T. D. (2012) · Neuroscience Letters · doi:10.1016/j.neulet.2012.03.039 · Cited by 463 · see citing works
How Placebos Change the Patient's Brain
Benedetti, F., Carlino, E., & Pollo, A. (2011) · Neuropsychopharmacology · doi:10.1038/npp.2010.81 · Cited by 446 · see citing works
Cortical thickness and pain sensitivity in zen meditators.
Grant, J. A., Courtemanche, J., Duerden, E. G., Duncan, G. H., & Rainville, P. (2010) · Emotion · doi:10.1037/a0018334 · Cited by 395 · see citing works
Self-citationPain vulnerability: a neurobiological perspective
Denk, F., McMahon, S. B., & Tracey, I. (2014) · Nature Neuroscience · doi:10.1038/nn.3628 · Cited by 363 · see citing works
Wager, T. D., Atlas, L. Y., Leotti, L. A., & Rilling, J. K. (2011) · The Journal of Neuroscience · doi:10.1523/jneurosci.3420-10.2011 · Cited by 328 · see citing works
How placebo responses are formed: a learning perspective
Colloca, L., & Miller, F. G. (2011) · Philosophical Transactions of the Royal Society B: Biological Sciences · doi:10.1098/rstb.2010.0398 · Cited by 323 · see citing works
Schedlowski, M., Enck, P., Rief, W., & Bingel, U. (2015) · Pharmacological Reviews · doi:10.1124/pr.114.009423 · Cited by 323 · see citing works
Distinct Brain Systems Mediate the Effects of Nociceptive Input and Self-Regulation on Pain
Woo, C.-W., Roy, M., Buhle, J. T., & Wager, T. D. (2015) · PLoS Biology · doi:10.1371/journal.pbio.1002036 · Cited by 263 · see citing works
Pain, decisions, and actions: a motivational perspective
Wiech, K., & Tracey, I. (2013) · Frontiers in Neuroscience · doi:10.3389/fnins.2013.00046 · Cited by 188 · see citing works
Neural bases of conditioned placebo analgesia
Lui, F., Colloca, L., Duzzi, D., Anchisi, D., Benedetti, F., & Porro, C. A. (2010) · Pain · doi:10.1016/j.pain.2010.09.021 · Cited by 149 · see citing works
“DLPFC is known to be involved in perceptual and cognitive control [28]; specifically, both medial and lateral (especially on the right) prefrontal cortices are involved in the cognitive regulation of the pain system [24,34,42,49,52,53].”
BackgroundDistinct neural representations of placebo and nocebo effects
Freeman, S., Yu, R., Egorova, N., Chen, X., Kirsch, I., Claggett, B., Kaptchuk, T. J., Gollub, R. L., & Kong, J. (2015) · NeuroImage · doi:10.1016/j.neuroimage.2015.03.015 · Cited by 116 · see citing works
“Individual differences in placebo response were significantly associated with dopamine release under placebo and subsequent activity in reward tasks (Schweinhardt et al., 2009).”
BackgroundPlacebo 2.0: the impact of expectations on analgesic treatment outcome
Bingel, U. (2020) · Pain · doi:10.1097/j.pain.0000000000001981 · Cited by 113 · see citing works
Han, S., Huettel, S. A., Raposo, A., Adcock, R. A., & Dobbins, I. G. (2010) · The Journal of Neuroscience · doi:10.1523/jneurosci.3077-09.2010 · Cited by 106 · see citing works
Mind matters: placebo enhances reward learning in Parkinson's disease
Schmidt, L., Braun, E. K., Wager, T. D., & Shohamy, D. (2014) · Nature Neuroscience · doi:10.1038/nn.3842 · Cited by 84 · see citing works
Boundary effects of expectation in human pain perception
Hird, E. J., Charalambous, C., El-Deredy, W., Jones, A. K. P., & Talmi, D. (2019) · Scientific Reports · doi:10.1038/s41598-019-45811-x · Cited by 68 · see citing works
Hypnotic susceptibility modulates brain activity related to experimental placebo analgesia
Huber, A., Lui, F., & Porro, C. A. (2013) · Pain · doi:10.1016/j.pain.2013.03.031 · Cited by 53 · see citing works
Haloperidol blocks dorsal striatum activity but not analgesia in a placebo paradigm
Wrobel, N., Wiech, K., Forkmann, K., Ritter, C., & Bingel, U. (2014) · Cortex · doi:10.1016/j.cortex.2014.02.023 · Cited by 45 · see citing works
Corsi, N., Emadi Andani, M., Tinazzi, M., & Fiorio, M. (2016) · Scientific Reports · doi:10.1038/srep30671 · Cited by 44 · see citing works
“…Test-Revisited 28 ) and anxiety (State-Trait Anxiety Inventory 29 ), but also other traits that have been found to predict analgesic placebo responses 30 , like dopamine-related personality traits (i.e., harm avoidance and novelty seeking) (Temperament and Character Inventory (TCI 31 ).”
- Authors
- Schweinhardt, P., Seminowicz, D. A., Jaeger, E., Duncan, G. H., & Bushnell, M. C.
- Affiliations
- McGill University (CA)
- Université de Montréal (CA)
- Venue
- The Journal of Neuroscience
- Publisher
- Society for Neuroscience
- Published
- 2009-04-15
- Volume
- 29
- Issue
- 15
- Pages
- 4882-4887
- ISSN
- 0270-6474 (ISSN-L)
- 1529-2401
- PMC
- PMC6665321
- OpenAlex
- W2062372003
- Cited by
- 210
- References
- 46
- Citations by year
- 2026: 6 · 2025: 7 · 2024: 6 · 2023: 10 · 2022: 7 · 2021: 13 · 2020: 16 · 2019: 7 · 2018: 15 · 2017: 14 · 2016: 8 · 2015: 17 · 2014: 25 · 2013: 18 · 2012: 15
- FWCI
- 6.47
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- Locations
- Journal of Neuroscience (publishedVersion, cc-by-nc-sa)
- Europe PMC (PubMed Central) (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Funders
- Canadian Institutes of Health Research
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Pain Management and Placebo Effect
- Life Sciences › Neuroscience › Cellular and Molecular Neuroscience › Neurotransmitter Receptor Influence on Behavior
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neural and Behavioral Psychology Studies
- Keywords
- placebo analgesia, mesolimbic reward system, reward anticipation, ventral striatum, gray matter density, prefrontal cortex, insula, sham treatment, analgesia
- MeSH terms
- Administration, Topical, Adolescent, Adult, Analgesics, Humans, Limbic System, Male, Mesencephalon, Nerve Net, Pain Measurement, Personality, Reward, Placebo Effect, Cross-Over Studies, Young Adult
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