A meta-analysis of brain mechanisms of placebo analgesia: consistent findings and unanswered questions
Open accessAbstract
Placebo treatments reliably reduce pain in the clinic and in the lab. Because pain is a subjective experience, it has been difficult to determine whether placebo analgesia is clinically relevant. Neuroimaging studies of placebo analgesia provide objective evidence of placebo-induced changes in brain processing and allow researchers to isolate the mechanisms underlying placebo-based pain reduction. We conducted formal meta-analyses of 25 neuroimaging studies of placebo analgesia and expectancy-based pain modulation. Results revealed that placebo effects and expectations for reduced pain elicit reliable reductions in activation during noxious stimulation in regions often associated with pain processing, including the dorsal anterior cingulate, thalamus, and insula. In addition, we observed consistent reductions during painful stimulation in the amygdala and striatum, regions implicated widely in studies of affect and valuation. This suggests that placebo effects are strongest on brain regions traditionally associated with not only pain, but also emotion and value more generally. Other brain regions showed reliable increases in activation with expectations for reduced pain. These included the prefrontal cortex (including dorsolateral, ventromedial, and orbitofrontal cortices), the midbrain surrounding the periaqueductal gray, and the rostral anterior cingulate. We discuss implications of these findings as well as how future studies can expand our understanding of the precise functional contributions of the brain systems identified here.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
All parts of insula (posterior, mid and anterior) as well as cACC may be regulated by top-down systems during processing of bottom-up interoceptive input and processing of top-down induced activation in the interoceptive stream.
“While it is not clear to what extent early interoceptive signals are prone to modulation, it has been shown that all parts of insula (posterior, mid and anterior) as well as cACC may be regulated by top-down systems during processing of bottom-up interoceptive input (Atlas and Wager, 2014) and processing of top-down induced activation in the interoceptive stream (Singer et al., 2006; Rutgen et al.”
From Top-Down Dysregulation—From ADHD to Emotional Instability (2016) · cites this paper as Atlas and Wager, 2014
The Results section (page unavailable) reports expectancy-associated reductions during noxious stimulation in anterior, middle, and left posterior insula and dorsal anterior cingulate cortex. This supports modulation during pain processing, but the paper does not establish that all posterior insula or the specifically named caudal ACC is regulated during bottom-up interoceptive processing generally. The later clause about top-down-induced activation is attached to other citations, not this one. (LLM, conf=0.82)
Experimental — accuracy not yet measuredlOFC has been activated in several placebo treatment studies, often in co-activation with rACC.
“The lOFC has been activated in several placebo treatment studies (often in co-activation with rACC) as indicated by meta-analysis (Atlas and Wager, 2014; Wager and Atlas, 2015; Figure 6A) including placebo analgesia (Petrovic et al., 2002; Lieberman et al., 2004; Wager et al., 2004) and emotional placebo (Petrovic et al., 2005).”
From Top-Down Dysregulation—From ADHD to Emotional Instability (2016) · cites this paper as Atlas and Wager, 2014
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
No citation lists for this paper
No citation lists for this paper yet — checked again daily.
References 123 · Cited by 162
Research works printed but not linked: 82
- Apkarian AV, Bushnell MC, Treede R-D, Zubieta J-K (2005) Human brain mechanisms of pain perception and regulation in health and disease. Eur J Pain (Lond) 9: 463– 484 15979027
- Atlas LY, Wager TD (2013) Expectancies and beliefs: insights from cognitive neuroscience In: Ochsner KN, Kosslyn SM (eds) Oxford handbook of cognitive neuroscience. Oxford University Press, Oxford, NY, pp 359– 381
- Atlas LY, Bolger N, Lindquist MA, Wager TD (2010) Brain mediators of predictive cue effects on perceived pain. J Neurosci 30: 12964– 12977 20881115 PMC2966558
- Atlas LY, Whittington RA, Lindquist MA, Wielgosz J, Sonty N, Wager TD (2012) Dissociable influences of opiates and expectations on pain. J Neurosci 32: 8053– 8064 22674280 PMC3387557
- Baliki MN, Geha PY, Apkarian AV (2009) Parsing pain perception between nociceptive representation and magnitude estimation. J Neurophysiol 101: 875– 887 19073802 PMC3815214
- Barrett B, Muller D, Rakel D, Rabago D, Marchand L, Scheder JC (2006) Placebo, meaning, and health. Perspect Biol Med 49: 178– 198 16702703
- Beecher HK (1955) The powerful placebo. J Am Med Assoc 159: 1602– 1606 13271123
- Bernard JF, Huang GF, Besson JM (1992) Nucleus centralis of the amygdala and the globus pallidus ventralis: electrophysiological evidence for an involvement in pain processes. J Neurophysiol 68: 551– 569 1527575
- Bingel U, Lorenz J, Glauche V, Knab R, Glascher J, Weiller C, Buchel C (2004) Somatotopic organization of human somatosensory cortices for pain: a single trial fMRI study. NeuroImage 23: 224– 232 15325369
- Bingel U, Lorenz J, Schoell E, Weiller C, Buchel C (2006) Mechanisms of placebo analgesia: rACC recruitment of a subcortical antinociceptive network. Pain 120: 8– 15 16364549
- Bingel U, Wanigasekera V, Wiech K, Mhuircheartaigh RN, Lee MC, Ploner M, Tracey I (2011) The effect of treatment expectation on drug efficacy: imaging the analgesic benefit of the opioid remifentanil. Sci Transl Med 3: 70ra14 21325618
- Bornhovd K, Quante M, Glauche V, Bromm B, Weiller C, Buchel C (2002) Painful stimuli evoke different stimulus-response functions in the amygdala, prefrontal, insula and somatosensory cortex: a single-trial fMRI study. Brain 125: 1326– 1336 12023321
- Botvinick MM, Cohen JD, Carter CS (2004) Conflict monitoring and anterior cingulate cortex: an update. Trends Cogn Sci 8: 539– 546 15556023
- Clark WC (1969) Sensory-decision theory analysis of the placebo effect on the criterion for pain and thermal sensitivity. J Abnorm Psychol 74: 363– 371 5805738
- Craggs J, Price D, Perlstein W, Nicholas Verne G, Robinson M (2008) The dynamic mechanisms of placebo induced analgesia: evidence of sustained and transient regional involvement. Pain 139: 660– 669 18804916 PMC2723185
- Craig ADB, Chen K, Bandy D, Reiman EM (2000) Thermosensory activation of insular cortex. Nat Neurosci 3: 184– 190 10649575
- 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 10787112
- De Pascalis V, Chiaradia C, Carotenuto E (2002) The contribution of suggestibility and expectation to placebo analgesia phenomenon in an experimental setting. Pain 96: 393– 402 11973014
- Dosenbach NUF, Visscher KM, Palmer ED, Miezin FM, Wenger KK, Kang HC, Burgund ED, Grimes AL, Schlaggar BL, Petersen SE (2006) A core system for the implementation of task sets. Neuron 50: 799– 812 16731517 PMC3621133
- Duerden EG, Albanese M-C (2011) Localization of pain-related brain activation: a meta-analysis of neuroimaging data. Hum Brain Mapp 34: 109– 149 22131304 PMC6869965
- Dum RP, Levinthal DJ, Strick PL (2009) The spinothalamic system targets motor and sensory areas in the cerebral cortex of monkeys. J Neurosci 29: 14223– 14235 19906970 PMC2796243
- Eickhoff SB, Laird AR, Grefkes C, Wang LE, Zilles K, Fox PT (2009) Coordinate-based activation likelihood estimation meta-analysis of neuroimaging data: a random-effects approach based on empirical estimates of spatial uncertainty. Hum Brain Mapp 30: 2907– 2926 19172646 PMC2872071
- 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 19709634
- Eippert F, Finsterbusch J, Bingel U, Buchel C (2009b) Direct evidence for spinal cord involvement in placebo analgesia. Science 326: 404 19833962
- Fields HL (2000) Pain modulation: expectation, opioid analgesia and virtual pain. Prog Brain Res 122: 245– 253 10737063
- Friebel U, Eickhoff S, Lotze M (2011) Coordinate-based meta-analysis of experimentally induced and chronic persistent neuropathic pain. NeuroImage 1– 11 PMC8018239 21798355
- Geuter S, Eippert F, Attar CH, Büchel C (2012) Cortical and subcortical responses to high and low effective placebo treatments. Neuroimage: 1– 10 PMC3578963 23201367
- Goffaux P, Redmond WJ, Rainville P, Marchand S (2007) Descending analgesia–when the spine echoes what the brain expects. Pain 130: 137– 143 17215080
- Gracely RH, Dubner R, Deeter WR, Wolskee PJ (1985) Clinicians’ expectations influence placebo analgesia. Lancet 1: 43 2856960
- Helmstetter FJ (1992) The amygdala is essential for the expression of conditional hypoalgesia. Behav Neurosci 106: 518– 528 1319714
- Jensen KB, Petrovic P, Kerr CE, Kirsch I, Raicek J, Cheetham A, Spaeth R, Cook A, Gollub RL, Kong J, Kaptchuk TJ (2013) Sharing pain and relief: neural correlates of physicians during treatment of patients. Mol Psychiatry 19: 392– 398 23358155 PMC3981541
- Kaptchuk TJ (2002) The placebo effect in alternative medicine: can the performance of a healing ritual have clinical significance? Ann Intern Med 136: 817– 825 12044130
- Kaptchuk TJ, Goldman P, Stone DA, Stason WB (2000) Do medical devices have enhanced placebo effects? J Clin Epidemiol 53: 786– 792 10942860
- Kirsch I (1997) Response expectancy theory and application: a decennial review. Appl Prev Psychol 6: 69– 79
- Knutson B, Adams CM, Fong GW, Hommer D (2001) Anticipation of increasing monetary reward selectively recruits nucleus accumbens. J Neurosci 21: RC159 11459880 PMC6763187
- Koban L, Ruzic L, Wager TD (2013) Brain predictors of individual differences in placebo responding In: Colloca L, Flaten MA, Meissner K(eds) Placebo and pain (89–101). Elsevier/Academic Press, Burlington, MA
- Kober H, Wager TD (2010) Meta-analysis of neuroimaging data. WIREs Cogn Sci 1: 293– 300 PMC3775366 24052810
- Kong J, Kaptachuk T, Polich G, Kirsch I, Angel M, Zyloney C, Rosen B, Gollub R (2009a) An fMRI study on the interaction and dissociation between expectation of pain relief and acupuncture treatment. NeuroImage 47: 1066– 1076 19501656 PMC2742363
- Kong J, Kaptachuk TJ, Polich G, Kirsch I, Vangel MG, Zyloney C, Rosen BR, Gollub RL (2009b) Expectancy and treatment interactions: a dissociation between acupuncture analgesia and expectancy evoked placebo analgesia. NeuroImage 45: 940– 949 19159691 PMC2737445
- Kong J, Jensen K, Loiotile R, Cheetham A, Wey H-Y, Tan Y, Rosen B, Smoller JW, Kaptchuk TJ, Gollub RL (2013) Functional connectivity of the frontoparietal network predicts cognitive modulation of pain. Pain 154: 459– 467 23352757 PMC3725961
- Koyama T, McHaffie JG, Laurienti P, Coghill RC (2005) The subjective experience of pain: where expectations become reality. Proc Natl Acad Sci USA 102: 12950– 12955 16150703 PMC1200254
- Kross E, Berman MG, Mischel W, Smith EE, Wager TD (2011) Social rejection shares somatosensory representations with physical pain. Proc Natl Acad Sci USA 108: 6270– 6275 21444827 PMC3076808
- LaBar KS, Gatenby JC, Gore JC, LeDoux JE, Phelps EA (1998) Human amygdala activation during conditioned fear acquisition and extinction: a mixed-trial fMRI study. Neuron 20: 937– 945 9620698
- LeDoux JE (1995) Emotion: clues from the brain. Annu Rev Psychol 46: 209– 235 7872730
- Lee H-F, Hsieh J-C, Lu C-L, Yeh T-C, Tu C-H, Cheng C-M, Niddam DM, Lin H-C, Lee F-Y, Chang F-Y (2012) Enhanced affect/cognition-related brain responses during visceral placebo analgesia in irritable bowel syndrome patients. Pain 153: 1301– 1310 22541443
- Levine JD, Gordon NC (1984) Influence of the method of drug administration on analgesic response. Nature 312: 755– 756 6514008
- Levine JD, Gordon NC, Fields HL (1978) The mechanism of placebo analgesia. Lancet 2: 654– 657 80579
- Liberman R (1964) An experimental study of the placebo response under three different situations of pain. J Psychiatr Res 33: 233– 246 14271963
- Lieberman MD, Jarcho JM, Berman S, Naliboff BD, Suyenobu B, Mandelkern M, Mayer EA (2004) The neural correlates of placebo effects: a disruption account. NeuroImage 22: 447– 455 15110038
- Liljeholm M, O’Doherty JP (2012) Contributions of the striatum to learning, motivation, and performance: an associative account. Trends Cogn Sci 16: 467– 475 22890090 PMC3449003
- Lu H-C, Hsieh J-C, Lu C-L, Niddam DM, Wu Y-T, Yeh T-C, Cheng C-M, Chang F-Y, Lee S-D (2010) Neuronal correlates in the modulation of placebo analgesia in experimentally-induced esophageal pain: A 3 T-fMRI study. Pain 148: 75– 83 19962240
- Maihöfner C, Herzner B, Otto Handwerker H (2006) Secondary somatosensory cortex is important for the sensory-discriminative dimension of pain: a functional MRI study. Eur J Neurosci 23: 1377– 1383 16553798
- Matre D, Casey KL, Knardahl S (2006) Placebo-induced changes in spinal cord pain processing. J Neurosci 26: 559– 563 16407554 PMC6674401
- Mazzola L, Isnard J, Peyron R, Mauguiere F (2011) Stimulation of the human cortex and the experience of pain: Wilder Penfield’s observations revisited. Brain 135: 631– 640 22036962
- Miller EK (2000) The prefrontal cortex and cognitive control. Nat Rev Neurosci 1: 59– 65 11252769
- Miller EK, Cohen JD (2001) An integrative theory of prefrontal cortex function. Annu Rev Neurosci 24: 167– 202 11283309
- Moerman DE, Jonas WB (2002) Deconstructing the placebo effect and finding the meaning response. Ann Intern Med 136: 471– 476 11900500
- Montgomery GH, Kirsch I (1997) Classical conditioning and the placebo effect. Pain 72: 107– 113 9272794
- Murray EA, O’Doherty JP, Schoenbaum G (2007) What we know and do not know about the functions of the orbitofrontal cortex after 20 years of cross-species studies. J Neurosci 27: 8166– 8169 17670960 PMC2630163
- Petrovic P, Kalso E, Petersson KM, Ingvar M (2002) Placebo and opioid analgesia– imaging a shared neuronal network. Science 295: 1737– 1740 11834781
- Petrovic P, Kalso E, Petersson KM, Andersson J, Fransson P, Ingvar M (2010) A prefrontal non-opioid mechanism in placebo analgesia. Pain 150: 59– 65 20399560
- Peyron R, Laurent B, Garcia-Larrea L (2000) Functional imaging of brain responses to pain. A review and meta-analysis. Clin Neurophysiol 30: 263– 288 11126640
- Price DD, Milling L, Kirsch I, Duff A (1999) An analysis of factors that contribute to the magnitude of placebo analgesia in an experimental paradigm. Pain 83: 147– 156 10534585
- Price DD, Craggs J, Verne G, Perlstein W, Robinson ME (2007) Placebo analgesia is accompanied by large reductions in pain-related brain activity in irritable bowel syndrome patients. Pain 127: 63– 72 16963184
- Rainville P (2002) Brain mechanisms of pain affect and pain modulation. Curr Opin Neurobiol 12: 195– 204 12015237
- Rosen JB, Donley MP (2006) Animal studies of amygdala function in fear and uncertainty: relevance to human research. Biol Psychol 73: 49– 60 16500019
- Roy M, Shohamy D, Wager T (2012) Ventromedial prefrontal-subcortical systems and the generation of affective meaning. Trends Cogn Sci 16: 147– 156 22310704 PMC3318966
- Schoenbaum G, Roesch MR, Stalnaker TA, Takahashi YK (2009) A new perspective on the role of the orbitofrontal cortex in adaptive behaviour. Nat Rev Neurosci 10: 885– 892 19904278 PMC2835299
- Scott DJ, Stohler C, Egnatuk C, Wang H, Koeppe R, Zubieta JK (2008) Placebo and nocebo effects are defined by opposite opioid and dopaminergic responses. Arch Gen Psychiatry 65: 220– 231 18250260
- Shackman AJ, Salomons TV, Slagter HA, Fox AS, Winter JJ, Davidson RJ (2011) The integration of negative affect, pain and cognitive control in the cingulate cortex. Nat Rev Neurosci 12: 154– 167 21331082 PMC3044650
- Szczepanski SM, Pinsk MA, Douglas MM, Kastner S, Saalmann YB (2013) Functional and structural architecture of the human dorsal frontoparietal attention network. Proc Natl Acad Sci USA 110: 15806– 15811 24019489 PMC3785784
- Tölle TR, Kaufmann T, Siessmeier T, Lautenbacher S, Berthele A, Munz F, Zieglgänsberger W, Willoch F, Schwaiger M, Conrad B, Bartenstein P (1999) Region-specific encoding of sensory and affective components of pain in the human brain: a positron emission tomography correlation analysis. Ann Neurol 45: 40– 47 9894875
- Wager TD, Fields H (2013) Placebo analgesia In: McMahon S, Koltzenburg M, Tracey I, and Turk DC (eds) Wall and Melzack’s Textbook of pain, pp 362– 373. Philadelphia: Elsevier/ Saunders
- 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 14976306
- Wager T, Lindquist M, Kaplan L (2007a) Meta-analysis of functional neuroimaging data: current and future directions. Soc Cogn Affect Neurosci 2: 150– 158 18985131 PMC2555451
- Watson A, El-Deredy W, Iannetti G, Lloyd D, Tracey I, Vogt B, Nadeau V, Jones A (2009) Placebo conditioning and placebo analgesia modulate a common brain network during pain anticipation and perception. Pain 145: 24– 30 19523766 PMC2743811
- Whalen PJ, Rauch SL, Etcoff NL, McInerney SC, Lee MB, Jenike MA (1998) Masked presentations of emotional facial expressions modulate amygdala activity without explicit knowledge. J Neurosci 18: 411– 418 9412517 PMC6793390
- Whalen PJ, Kagan J, Cook RG, Davis FC, Kim H, Polis S, McLaren DG, Somerville LH, McLean AA, Maxwell JS, Johnstone T (2004) Human amygdala responsivity to masked fearful eye whites. Science 306: 2061 15604401
- Wiech K, C-s L, Brodersen KH, Bingel U, Ploner M, Tracey I(2010) Anterior insula integrates information about salience into perceptual decisions about pain. J Neurosci 30: 16324– 16331 21123578 PMC6634837
- Willis WD, Westlund KN (1997) Neuroanatomy of the pain system and of the pathways that modulate pain. J Clin Neurophysiol 14: 2– 31 9013357 PMC7859971
- Zhang W, Luo J (2009) The transferable placebo effect from pain to emotion: changes in behavior and EEG activity. Psychophysiology 46: 626– 634 19298627
- Zubieta JK, Smith YR, Bueller JA, Xu Y, Kilbourn MR, Jewett DM, Meyer CR, Koeppe RA, Stohler CS (2001) Regional μ opioid receptor regulation of sensory and affective dimensions of pain. Science 293: 311– 315 11452128
- Authors
- Atlas, L. Y., & Wager, T. D.
- Affiliations
- National Institutes of Health (US)
- University of Colorado Boulder (US)
- Corresponding author
- Atlas, Lauren Y.
- Venue
- Handbook of Experimental Pharmacology
- Publisher
- Springer Berlin Heidelberg
- Published
- 2014
- Volume
- 225
- Pages
- 37-69
- ISSN
- 0171-2004 (ISSN-L)
- 1865-0325
- PMC
- PMC7671088
- OpenAlex
- W19718613
- Cited by
- 162
- References
- 123
- Citations by year
- 2026: 10 · 2025: 20 · 2024: 18 · 2023: 13 · 2022: 11 · 2021: 21 · 2020: 10 · 2019: 8 · 2018: 15 · 2017: 17 · 2016: 9 · 2015: 7 · 2014: 2
- FWCI
- 1.13
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Licence
- Locations
- Handbook of experimental pharmacology (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- Funders
- National Institutes of Health
- National Institute of Mental Health (R01MH076136)
- National Cancer Institute (U54CA143924)
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Pain Management and Placebo Effect
- Health Sciences › Medicine › Physiology › Pain Mechanisms and Treatments
- Health Sciences › Medicine › Anesthesiology and Pain Medicine › Pain Management and Treatment
- Keywords
- placebo analgesia, placebo effect, pain processing, dorsal anterior cingulate cortex, thalamus, insula, amygdala, striatum, prefrontal cortex, periaqueductal gray, rostral anterior cingulate cortex, noxious stimulation
- MeSH terms
- Analgesia, Brain, Humans, Pain, Placebo Effect, Neuroimaging
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review