Abstract
Scientific evidence indicates that placebo effects are psychoneurobiological events involving the contribution of distinct central nervous systems and peripheral physiological mechanisms that influence pain perception and other symptoms. Placebo effects can occur without formal conditioning and direct prior experience because crucial information can be acquired through observational learning. Observation of benefits in another person results in placebo effects of a magnitude like those induced by directly experiencing an analgesic benefit. Understanding the psychological mechanisms of observationally induced placebo effects is a complex and multifaceted endeavor. While previous reviews have highlighted various frameworks and models to understand these phenomena, the underlying biological mechanisms have been overlooked. We summarize critically current understanding of its behavioral and neural mechanisms. Understanding the neural mechanisms of hypoalgesia driven by observation can serve as a foundation for future development of novel theoretical and methodological approaches and ultimately, applications.
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Abbreviations
- TPJ:
-
Temporoparietal Junction
- DLPFC:
-
Dorsolateral prefrontal cortex
- PAG:
-
Periaqueductal gray
- µ-opioid receptors:
-
MOPr
- VAS:
-
Visual analog scale
- fMRI:
-
Functional magnetic resonance imaging
References
Allen JG (2003) Mentalizing. Bull Menninger Clin 67:91–112
Amanzio M, Benedetti F (1999) Neuropharmacological dissection of placebo analgesia: expectation-activated opioid systems versus conditioning-activated specific subsystems. J Neurosci 19:484–494
Angelakis E, Lubar JF, Stathopoulou S, Kounios J (2004) Peak alpha frequency: an electroencephalographic measure of cognitive preparedness. Clin Neurophysiol 115:887–897
Atlas LY (2021) A social affective neuroscience lens on placebo analgesia. Trends Cogn Sci 25:992–1005
Bajcar EA, Babel P (2018) How does observational learning produce placebo effects? A model integrating research findings. Front Psychol 9:2041
Bandura A (1989) Human agency in social cognitive theory. Am Psychol 44:1175–1184
Bartley EJ, Fillingim RB (2013) Sex differences in pain: a brief review of clinical and experimental findings. Br J Anaesth 111:52–58
Baumgartner T, Heinrichs M, Vonlanthen A, Fischbacher U, Fehr E (2008) Oxytocin shapes the neural circuitry of trust and trust adaptation in humans. Neuron 58:639–650
Belfer I, Segall SK, Lariviere WR, Smith SB, Dai F, Slade GD, Rashid NU, Mogil JS, Campbell CM, Edwards RR, Liu Q, Bair E, Maixner W, Diatchenko L (2013) Pain modality- and sex-specific effects of COMT genetic functional variants. Pain 154:1368–1376
Benedetti F, Pollo A, Lopiano L, Lanotte M, Vighetti S, Rainero I (2003) Conscious expectation and unconscious conditioning in analgesic, motor, and hormonal placebo/nocebo responses. J Neurosci 23:4315–4323
Benedetti F, Colloca L, Torre E, Lanotte M, Melcarne A, Pesare M, Bergamasco B, Lopiano L (2004) Placebo-responsive Parkinson patients show decreased activity in single neurons of subthalamic nucleus. Nat Neurosci 7:587–588
Benedetti F, Pollo A, Colloca L (2007) Opioid-mediated placebo responses boost pain endurance and physical performance: is it doping in sport competitions? J Neurosci 27:11934–11939
Bernhardt BC, Singer T (2012) The neural basis of empathy. Annu Rev Neurosci 35:1–23
Betti V, Zappasodi F, Rossini PM, Aglioti SM, Tecchio F (2009) Synchronous with your feelings: sensorimotor gamma band and empathy for pain. J Neurosci 29:12384–12392
Bieniek H, Bąbel P (2022) The effect of the model’s social status on placebo analgesia induced by social observational learning. Pain Med 23:81–88
Blackwell B, Bloomfield SS, Buncher CR (1972) Demonstration to medical students of placebo responses and non-drug factors. Lancet 1:1279–1282
Bootzin RR, Caspi O (2002) Explanatory mechanisms for placebo effects: cognition, personality and social learning. In: Guess HA, Kleinman A, Kusek JW, Engel LW (eds) The Science of the Placebo: Toward an Interdisciplinary Research Agenda. BMJ Books, London, pp 108–132
Braczyk J, Babel P (2021) The role of the observers’ perception of a model’s self-confidence in observationally induced placebo analgesia. J Pain 22:1672–1680
Brummett CM, Waljee JF, Goesling J, Moser S, Lin P, Englesbe MJ, Bohnert ASB, Kheterpal S, Nallamothu BK (2017) New persistent opioid use after minor and major surgical procedures in US adults. JAMA Surg 152:e170504
Buchel C, Geuter S, Sprenger C, Eippert F (2014) Placebo analgesia: a predictive coding perspective. Neuron 81:1223–1239
Carvalho C, Caetano JM, Cunha L, Rebouta P, Kaptchuk TJ, Kirsch I (2016) Open-label placebo treatment in chronic low back pain: a randomized controlled trial. Pain 157:2766–2772
Cikara M, Bruneau E, Van Bavel JJ, Saxe R (2014) Their pain gives us pleasure: How intergroup dynamics shape empathic failures and counter-empathic responses. J Exp Soc Psychol 55:110–125
Colagiuri B, Schenk LA, Kessler MD, Dorsey SG, Colloca L (2015) The placebo effect: From concepts to genes. Neuroscience 307:171–190
Colloca L (2014) Placebo, nocebo, and learning mechanisms. Handb Exp Pharmacol 225:17–35
Colloca L, Benedetti F (2005) Placebos and painkillers: is mind as real as matter? Nat Rev Neurosci 6:545–552
Colloca L, Benedetti F (2009) Placebo analgesia induced by social observational learning. Pain 144:28–34
Colloca L, Miller FG (2011a) Harnessing the placebo effect: the need for translational research. Philos Trans R Soc Lond B Biol Sci 366:1922–1930
Colloca L, Miller FG (2011b) How placebo responses are formed: a learning perspective. Philos Trans R Soc Lond B Biol Sci 366:1859–1869
Colloca L, Miller FG (2011c) Role of expectations in health. Curr Opin Psychiatry 24:149–155
Colloca L, Lopiano L, Lanotte M, Benedetti F (2004) Overt versus covert treatment for pain, anxiety, and Parkinson’s disease. Lancet Neurol 3:679–684
Colloca L, Klinger R, Flor H, Bingel U (2013) Placebo analgesia: Psychological and neurobiological mechanisms. Pain 154:511–514
Colloca L, Schenk LA, Nathan DE, Robinson OJ, Grillon C (2019) When expectancies are violated: a functional magnetic resonance imaging study. Clin Pharmacol Ther 106:1246–1252
Damien J, Colloca L, Bellei-Rodriguez CE, Marchand S (2018) Pain modulation: From conditioned pain modulation to placebo and nocebo effects in experimental and clinical pain. Int Rev Neurobiol 139:255–296
Davis MA (1980) A multidimensional approach to individual differences in empathy. JSAS Cat Selected Docs Psychol 10:85
de Craen AJ, Roos PJ, de Vries AL, Kleijnen J (1996) Effect of colour of drugs: systematic review of perceived effect of drugs and of their effectiveness. BMJ 313:1624–1626
de Craen AJ, Kaptchuk TJ, Tijssen JG, Kleijnen J (1999) Placebos and placebo effects in medicine: historical overview. J R Soc Med 92:511–515
de Craen AJ, Tijssen JG, de Gans J, Kleijnen J (2000) Placebo effect in the acute treatment of migraine: subcutaneous placebos are better than oral placebos. J Neurol 247:183–188
De Montmollin G, Perlmutter HV (1951) Learning in group; experience in social psychology. Enfance 4:359–376
De Ruddere L, Goubert L, Vervoort T, Kappesser J, Crombez G (2013) Impact of being primed with social deception upon observer responses to others’ pain. Pain 154:221–226
Egorova N, Park J, Orr SP, Kirsch I, Gollub RL, Kong J (2015) Not seeing or feeling is still believing: conscious and non-conscious pain modulation after direct and observational learning. Sci Rep 5:16809
Eippert F, Bingel U, Schoell ED, Yacubian J, Klinger R, Lorenz J, Buchel C (2009a) Activation of the opioidergic descending pain control system underlies placebo analgesia. Neuron 63:533–543
Eippert F, Finsterbusch J, Bingel U, Buchel C (2009b) Direct evidence for spinal cord involvement in placebo analgesia. Science 326:404
Faasse K, Martin LR, Grey A, Gamble G, Petrie KJ (2016) Impact of brand or generic labeling on medication effectiveness and side effects. Health Psychol 35:187–190
Fairhurst M, Wiech K, Dunckley P, Tracey I (2007) Anticipatory brainstem activity predicts neural processing of pain in humans. Pain 128:101–110
Frith CD, Frith U (2006) The neural basis of mentalizing. Neuron 50:531–534
Furman AJ, Meeker TJ, Rietschel JC, Yoo S, Muthulingam J, Prokhorenko M, Keaser ML, Goodman RN, Mazaheri A, Seminowicz DA (2018) Cerebral peak alpha frequency predicts individual differences in pain sensitivity. Neuroimage 167:203–210
Furman AJ, Prokhorenko M, Keaser ML, Zhang J, Chen S, Mazaheri A, Seminowicz DA (2020) Sensorimotor peak alpha frequency is a reliable biomarker of prolonged pain sensitivity. Cereb Cortex 30:6069–6082
Geisler M, Herbsleb M, Bar KJ, Weiss T (2020) Dissociation of endogenous pain inhibition due to conditioned pain modulation and placebo in male athletes versus nonathletes. Front Psychol 11:553530
Geuter S, Eippert F, Hindi Attar C, Buchel C (2013) Cortical and subcortical responses to high and low effective placebo treatments. Neuroimage 67:227–236
Golkar A, Castro V, Olsson A (2015) Social learning of fear and safety is determined by the demonstrator’s racial group. Biol Lett 11:20140817
Goodman JE, McGrath PJ (2003) Mothers’ modeling influences children’s pain during a cold pressor task. Pain 104:559–565
Goubert L, Vlaeyen JW, Crombez G, Craig KD (2011) Learning about pain from others: an observational learning account. J Pain 12:167–174
Gougeon V, Gaumond I, Goffaux P, Potvin S, Marchand S (2016) Triggering descending pain inhibition by observing ourselves or a loved-one in pain. Clin J Pain 32:238–245
Grahl A, Onat S, Buchel C (2018) The periaqueductal gray and Bayesian integration in placebo analgesia eLife 7:e32930. https://doi.org/10.7554/eLife.32930
Haaker J, Yi J, Petrovic P, Olsson A (2017) Endogenous opioids regulate social threat learning in humans. Nat Commun 8:15495
Han S, Fan Y, Mao L (2008) Gender difference in empathy for pain: an electrophysiological investigation. Brain Res 1196:85–93
Hartmann H, Forbes PAG, Rutgen M, Lamm C (2022) Placebo analgesia reduces costly prosocial helping to lower another person’s pain. Psychol Sci 33:1867–1881
Hashmi JA, Baria AT, Baliki MN, Huang L, Schnitzer TJ, Apkarian AV (2012) Brain networks predicting placebo analgesia in a clinical trial for chronic back pain. Pain 153:2393–2402
Heinrichs M, Domes G (2008) Neuropeptides and social behaviour: effects of oxytocin and vasopressin in humans. Prog Brain Res 170:337–350
Hodgins GE, Blommel JG, Dunlop BW, Iosifescu D, Mathew SJ, Neylan TC, Mayberg HS, Harvey PD (2018) Placebo effects across self-report, clinician rating, and objective performance tasks among women with post-traumatic stress disorder: Investigation of placebo response in a pharmacological treatment study of post-traumatic stress disorder. J Clin Psychopharmacol 38:200–206
Hoffman ML (1977) Sex differences in empathy and related behaviors. Psychol Bull 84:712–722
Hoffmann F, Koehne S, Steinbeis N, Dziobek I, Singer T (2016) Preserved self-other distinction during empathy in autism is linked to network integrity of right supramarginal gyrus. J Autism Dev Disord 46:637–648
Hsu DT, Sanford BJ, Meyers KK, Love TM, Hazlett KE, Wang H, Ni L, Walker SJ, Mickey BJ, Korycinski ST, Koeppe RA, Crocker JK, Langenecker SA, Zubieta JK (2013) Response of the mu-opioid system to social rejection and acceptance. Mol Psychiatry 18:1211–1217
Hsu DT, Sanford BJ, Meyers KK, Love TM, Hazlett KE, Walker SJ, Mickey BJ, Koeppe RA, Langenecker SA, Zubieta JK (2015) It still hurts: altered endogenous opioid activity in the brain during social rejection and acceptance in major depressive disorder. Mol Psychiatry 20:193–200
Hunter T, Siess F, Colloca L (2014) Socially induced placebo analgesia: a comparison of a pre-recorded versus live face-to-face observation. Eur J Pain 18:914–922
Kam-Hansen S, Jakubowski M, Kelley JM, Kirsch I, Hoaglin DC, Kaptchuk TJ, Burstein R (2014) Altered placebo and drug labeling changes the outcome of episodic migraine attacks. Sci Transl Med 6:218ra5
Kampe KK, Frith CD, Frith U (2003) “Hey John”: signals conveying communicative intention toward the self activate brain regions associated with “mentalizing,” regardless of modality. J Neurosci 23:5258–5263
Kanske P, Bockler A, Trautwein FM, Singer T (2015b) Dissecting the social brain: Introducing the EmpaToM to reveal distinct neural networks and brain-behavior relations for empathy and Theory of Mind. Neuroimage 122:6–19
Kanske P, Bockler A, Singer T (2017) Models, mechanisms and moderators dissociating empathy and theory of mind. Curr Top Behav Neurosci 30:193–206
Kanske P, Böckler A, Singer T (2015a) Models, mechanisms and moderators dissociating empathy and theory of mind. In: Wöhr M, Krach S (eds) Social behavior from rodents to humans. Curr Top Behav Neurosci vol 30. Springer, Cham. https://doi.org/10.1007/7854_2015_412
Kaptchuk TJ, Kelley JM, Conboy LA, Davis RB, Kerr CE, Jacobson EE, Kirsch I, Schyner RN, Nam BH, Nguyen LT, Park M, Rivers AL, McManus C, Kokkotou E, Drossman DA, Goldman P, Lembo AJ (2008) Components of placebo effect: randomised controlled trial in patients with irritable bowel syndrome. BMJ 336:999–1003
Koban L, Wager TD (2016) Beyond conformity: Social influences on pain reports and physiology. Emotion 16:24–32
Koban L, Jepma M, Geuter S, Wager TD (2017) What’s in a word? How instructions, suggestions, and social information change pain and emotion. Neurosci Biobehav Rev 81:29–42
Kos A, Lopez JP, Bordes J, de Donno C, Dine J, Brivio E, Karamihalev S, Luecken MD, Almeida-Correa S, Gasperoni S, Dick A, Miranda L, Buttner M, Stoffel R, Flachskamm C, Theis FJ, Schmidt MV, Chen A (2023) Early life adversity shapes social subordination and cell type-specific transcriptomic patterning in the ventral hippocampus. Sci Adv 9:eadj3793
Lair CV (1958) Empathy and its relation to stimulus meaning. J Clin Psychol 14:175–177
Levy RL, Jones KR, Whitehead WE, Feld SI, Talley NJ, Corey LA (2001) Irritable bowel syndrome in twins: heredity and social learning both contribute to etiology. Gastroenterology 121:799–804
Levy RL, Langer SL, Whitehead WE (2007) Social learning contributions to the etiology and treatment of functional abdominal pain and inflammatory bowel disease in children and adults. World J Gastroenterol 13:2397–2403
Lidstone SC, Schulzer M, Dinelle K, Mak E, Sossi V, Ruth TJ, de la Fuente-Fernandez R, Phillips AG, Stoessl AJ (2010) Effects of expectation on placebo-induced dopamine release in Parkinson disease. Arch Gen Psychiatry 67:857–865
Lindstrom B, Selbing I, Molapour T, Olsson A (2014) Racial bias shapes social reinforcement learning. Psychol Sci 25:711–719
Lockwood PL, Apps MA, Roiser JP, Viding E (2015) Encoding of vicarious reward prediction in anterior cingulate cortex and relationship with trait empathy. J Neurosci 35:13720–13727
Longmire NH, Harrison DA (2018) Seeing their side versus feeling their pain: Differential consequences of perspective-taking and empathy at work. J Appl Psychol 103(8), 894–915. https://doi.org/10.1037/apl0000307
Mathie RT, Ramparsad N, Legg LA, Clausen J, Moss S, Davidson JR, Messow CM, McConnachie A (2017) Randomised, double-blind, placebo-controlled trials of non-individualised homeopathic treatment: systematic review and meta-analysis. Syst Rev 6:63
Mayberg HS, Silva JA, Brannan SK, Tekell JL, Mahurin RK, McGinnis S, Jerabek PA (2002) The functional neuroanatomy of the placebo effect. Am J Psychiatry 159:728–737
Meeuwis SH, Wasylewski MT, Bajcar EA, Bieniek H, Adamczyk WM, Honcharova S, Di Nardo M, Mazzoni G, Babel P (2023) Learning pain from others: a systematic review and meta-analysis of studies on placebo hypoalgesia and nocebo hyperalgesia induced by observational learning. Pain 164:2383–2396
Meeuwis SH, Klosowska J, Bajcar EA, Wasylewski MT, Badzinska J, Rubanets D, Di Nardo M, Mazzoni G, Babel P (2024) Placebo hypoalgesia and nocebo hyperalgesia induced by observational learning may be difficult to disentangle in a laboratory setting. J Pain 25:805–818
Meissner K, Fassler M, Rucker G, Kleijnen J, Hrobjartsson A, Schneider A, Antes G, Linde K (2013) Differential effectiveness of placebo treatments: a systematic review of migraine prophylaxis. JAMA Intern Med 173:1941–1951
Mohr C, Rowe AC, Blanke O (2010) The influence of sex and empathy on putting oneself in the shoes of others. Br J Psychol 101:277–291
Molapour T, Golkar A, Navarrete CD, Haaker J, Olsson A (2015) Neural correlates of biased social fear learning and interaction in an intergroup context. Neuroimage 121:171–183
Muhsen A, Moss P, Gibson W, Walker B, Jacques A, Schug S, Wright A (2020) The influence of a positive empathetic interaction on conditioned pain modulation and manipulation-induced analgesia in people with lateral epicondylalgia. Clin J Pain 36:411–419
Necka EA, Atlas LY (2018) The role of social and interpersonal factors in placebo analgesia. Int Rev Neurobiol 138:161–179
O’Connor AR, Han S, Dobbins IG (2010) The inferior parietal lobule and recognition memory: expectancy violation or successful retrieval? J Neurosci 30:2924–2934
Okusogu C, Wang Y, Akintola T, Haycock NR, Raghuraman N, Greenspan JD, Phillips J, Dorsey SG, Campbell CM, Colloca L (2020) Placebo hypoalgesia: racial differences. Pain 161:1872–1883
Olsson A, Ochsner KN (2008) The role of social cognition in emotion. Trends Cogn Sci 12:65–71
Olsson A, Phelps EA (2007) Social learning of fear. Nat Neurosci 10:1095–1102
Olsson A, Ebert JP, Banaji MR, Phelps EA (2005) The role of social groups in the persistence of learned fear. Science 309:785–787
Olsson A, Nearing KI, Phelps EA (2007) Learning fears by observing others: the neural systems of social fear transmission. Soc Cogn Affect Neurosci 2:3–11
Olsson A, Kopsida E, Sorjonen K, Savic I (2016) Testosterone and estrogen impact social evaluations and vicarious emotions: A double-blind placebo-controlled study. Emotion 16:515–523
Ostling PS, Davidson KS, Anyama BO, Helander EM, Wyche MQ, Kaye AD (2018) America’s opioid epidemic: A comprehensive review and look into the rising crisis. Curr Pain Headache Rep 22:32
Oswald PA (2000) Subtle sex bias in empathy and helping behavior. Psychol Rep 87:545–551
Pecina M, Zubieta JK (2018) Expectancy modulation of opioid neurotransmission. Int Rev Neurobiol 138:17–37
Pecina M, Azhar H, Love TM, Lu T, Fredrickson BL, Stohler CS, Zubieta JK (2013a) Personality trait predictors of placebo analgesia and neurobiological correlates. Neuropsychopharmacology 38:639–646
Pecina M, Stohler CS, Zubieta JK (2013b) Role of mu-opioid system in the formation of memory of placebo responses. Mol Psychiatry 18:135–137
Petersen GL, Finnerup NB, Norskov KN, Grosen K, Pilegaard HK, Benedetti F, Price DD, Jensen TS, Vase L (2012) Placebo manipulations reduce hyperalgesia in neuropathic pain. Pain 153:1292–1300
Petersen GL, Finnerup NB, Grosen K, Pilegaard HK, Tracey I, Benedetti F, Price DD, Jensen TS, Vase L (2014) Expectations and positive emotional feelings accompany reductions in ongoing and evoked neuropathic pain following placebo interventions. Pain 155:2687–2698
Poulin-Dubois D, Brosseau-Liard P (2016) The developmental origins of selective social learning. Curr Dir Psychol Sci 25:60–64
Preis MA, Kroener-Herwig B (2012) Empathy for pain: the effects of prior experience and sex. Eur J Pain 16:1311–1319
Preston SD, de Waal FB (2002) Empathy: Its ultimate and proximate bases. Behav Brain Sci 25:1–20 (discussion 20-71)
Proverbio AM, Adorni R, Zani A, Trestianu L (2009) Sex differences in the brain response to affective scenes with or without humans. Neuropsychologia 47:2374–2388
Raghuraman N, Wang Y, Schenk LA, Furman AJ, Tricou C, Seminowicz DA, Colloca L (2019) Neural and behavioral changes driven by observationally-induced hypoalgesia. Sci Rep 9:19760
Rutgen M, Seidel EM, Silani G, Riecansky I, Hummer A, Windischberger C, Petrovic P, Lamm C (2015) Placebo analgesia and its opioidergic regulation suggest that empathy for pain is grounded in self pain. Proc Natl Acad Sci U S A 112:E5638–E5646
Rutgen M, Seidel EM, Pletti C, Riecansky I, Gartus A, Eisenegger C, Lamm C (2018) Psychopharmacological modulation of event-related potentials suggests that first-hand pain and empathy for pain rely on similar opioidergic processes. Neuropsychologia 116:5–14
Rutgen M, Wirth EM, Riecansky I, Hummer A, Windischberger C, Petrovic P, Silani G, Lamm C (2021) Beyond sharing unpleasant affect-evidence for pain-specific opioidergic modulation of empathy for pain. Cereb Cortex 31:2773–2786
Schenk LA, Colloca L (2020) The neural processes of acquiring placebo effects through observation. Neuroimage 209:116510
Schenk LA, Krimmel SR, Colloca L (2017) Observe to get pain relief: current evidence and potential mechanisms of socially learned pain modulation. Pain 158:2077–2081
Schnell K, Bluschke S, Konradt B, Walter H (2011) Functional relations of empathy and mentalizing: an fMRI study on the neural basis of cognitive empathy. Neuroimage 54:1743–1754
Scott DV (1974) Social learning. Queens Nurs J 17:100 passim
Shen L (2010) On a scale of state empathy during message processing. West J Commun 74:504–524
Singer T, Seymour B, O’Doherty J, Kaube H, Dolan RJ, Frith CD (2004) Empathy for pain involves the affective but not sensory components of pain. Science 303:1157–1162
Skyt I, Moslemi K, Baastrup C, Grosen K, Svensson P, Jensen TS, Vase L (2018) Does conditioned pain modulation predict the magnitude of placebo effects in patients with neuropathic pain? Eur J Pain 22:784–792
Stein DJ, Mayberg H (2005) Placebo: the best pill of all. CNS Spectr 10:440–442
Strube A, Horing B, Rose M, Buchel C (2023) Agency affects pain inference through prior shift as opposed to likelihood precision modulation in a Bayesian pain model. Neuron 111(1136–1151):e7
Swider K, Babel P (2013) The effect of the sex of a model on nocebo hyperalgesia induced by social observational learning. Pain 154:1312–1317
Swider K, Babel P (2016) The effect of the type and colour of placebo stimuli on placebo effects induced by observational learning. PLoS One 11:e0158363
Świder K, Bąbel P (2013) The effect of the sex of a model on nocebo hyperalgesia induced by social observational learning. PAIN® 154:1312–1317
Tetreault P, Mansour A, Vachon-Presseau E, Schnitzer TJ, Apkarian AV, Baliki MN (2016) Brain connectivity predicts placebo response across chronic pain clinical trials. PLoS Biol 14:e1002570
Toelch U, Bach DR, Dolan RJ (2014) The neural underpinnings of an optimal exploitation of social information under uncertainty. Soc Cogn Affect Neurosci 9:1746–1753
Treister R, Pud D, Eisenberg E (2013) The dopamine agonist apomorphine enhances conditioned pain modulation in healthy humans. Neurosci Lett 548:115–119
van den Brink RL, Hagena K, Wilming N, Murphy PR, Buchel C, Donner TH (2023) Flexible sensory-motor mapping rules manifest in correlated variability of stimulus and action codes across the brain. Neuron 111(571–584):e9
Vase L, Robinson ME, Verne GN, Price DD (2003) The contributions of suggestion, desire, and expectation to placebo effects in irritable bowel syndrome patients. An empirical investigation. Pain 105:17–25
Vase L, Robinson ME, Verne GN, Price DD (2005) Increased placebo analgesia over time in irritable bowel syndrome (IBS) patients is associated with desire and expectation but not endogenous opioid mechanisms. Pain 115:338–347
Vase L, Petersen GL, Lund K (2014) Placebo effects in idiopathic and neuropathic pain conditions. Handb Exp Pharmacol 225:121–136
Vickers AJ, Cronin AM, Maschino AC, Lewith G, MacPherson H, Foster NE, Sherman KJ, Witt CM, Linde K, Acupuncture Trialists C (2012) Acupuncture for chronic pain: individual patient data meta-analysis. Arch Intern Med 172:1444–1453
Vogt BA (2016) Midcingulate cortex: Structure, connections, homologies, functions and diseases. J Chem Neuroanat 74:28–46
Vogtle E, Barke A, Kroner-Herwig B (2013) Nocebo hyperalgesia induced by social observational learning. Pain 154:1427–1433
Waber RL, Shiv B, Carmon Z, Ariely D (2008) Commercial features of placebo and therapeutic efficacy. JAMA 299:1016–1017
Wager TD, Atlas LY (2015) The neuroscience of placebo effects: connecting context, learning and health. Nat Rev Neurosci 16:403–418
Wager TD, Rilling JK, Smith EE, Sokolik A, Casey KL, Davidson RJ, Kosslyn SM, Rose RM, Cohen JD (2004) Placebo-induced changes in FMRI in the anticipation and experience of pain. Science 303:1162–1167
Wager TD, Scott DJ, Zubieta JK (2007) Placebo effects on human mu-opioid activity during pain. Proc Natl Acad Sci U S A 104:11056–11061
Wager TD, Atlas LY, Leotti LA, Rilling JK (2011) Predicting individual differences in placebo analgesia: contributions of brain activity during anticipation and pain experience. J Neurosci 31:439–452
Williams AC (2002) Facial expression of pain: an evolutionary account. Behav Brain Sci 25:439–55 (discussion 455-88)
Winter K, Spengler S, Bermpohl F, Singer T, Kanske P (2017) Social cognition in aggressive offenders: Impaired empathy, but intact theory of mind. Sci Rep 7:670
Yoshida W, Seymour B, Koltzenburg M, Dolan RJ (2013) Uncertainty increases pain: evidence for a novel mechanism of pain modulation involving the periaqueductal gray. J Neurosci 33:5638–5646
Zeidan F, Lobanov OV, Kraft RA, Coghill RC (2015) Brain mechanisms supporting violated expectations of pain. Pain 156:1772–1785
Zubieta JK, Stohler CS (2009) Neurobiological mechanisms of placebo responses. Ann N Y Acad Sci 1156:198–210
Zubieta JK, Bueller JA, Jackson LR, Scott DJ, Xu Y, Koeppe RA, Nichols TE, Stohler CS (2005) Placebo effects mediated by endogenous opioid activity on mu-opioid receptors. J Neurosci 25:7754–7762
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This work was funded by MPowering the State Initiatives: Strategic Partnership Grant (LC), the National Center for Complementary and Integrative Health (NCCIH, R01 AT011347, LC and NCCIH, R01 AT010333, LC). JW is supported by the National Institute for Dental Craniofacial Research (NIDCR, R21DE032532) and LW is supported by the University of Maryland Baltimore, Institute for Clinical & Translational Research (ICTR) TL1 program (5TL1TR003100-05).
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Raghuraman, N., White, J.N., Watson, L. et al. Neuropsychological mechanisms of observational learning in human placebo effects. Psychopharmacology (2024). https://doi.org/10.1007/s00213-024-06608-7
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DOI: https://doi.org/10.1007/s00213-024-06608-7