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Debate

Delusions and prediction error: clarifying the roles of behavioural and brain responses

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Pages 95-105 | Received 15 May 2014, Accepted 18 Nov 2014, Published online: 03 Jan 2015

References

  • Adams, R. A., Stephan, K. E., Brown, H. R., Frith, C. D., & Friston, K. J. (2013). The computational anatomy of psychosis. Frontiers in Psychiatry, 4, 47. doi:10.3389/fpsyt.2013.00047
  • Annese, J., Schenker-Ahmed, N. M., Bartsch, H., Maechler, P., Sheh, C., Thomas, N., … Corkin, S. (2014). Postmortem examination of patient H.M.'s brain based on histological sectioning and digital 3D reconstruction. Nature Communications, 5, 3122. doi:10.1038/ncomms4122
  • Anticevic, A., & Corlett, P. R. (2012). Cognition-emotion dysinteraction in schizophrenia. Frontiers in Psychology, 3, 392. doi:10.3389/fpsyg.2012.00392
  • Barlow, H. (1990). Conditions for versatile learning, Helmholtz's unconscious inference, and the task of perception. Vision Research, 30, 1561–1571. doi:10.1016/0042-6989(90)90144-A
  • Bouton, M. E. (2000). A learning theory perspective on lapse, relapse, and the maintenance of behavior change. Health Psychology, 19(1 Suppl), 57–63. doi:10.1037/0278-6133.19.Suppl1.57
  • Bullock, J. G. (2009). Partisan bias and the Bayesian ideal in the study of public opinion. The Journal of Politics, 71, 1109–1124. doi:10.1017/S0022381609090914
  • Campbell, J. (2001). Rationality, meaning and the analysis of delusion. Philosophy, Psychiatry, & Psychology, 8(2–3), 89–100.
  • Chumbley, J. R., Burke, C. J., Stephan, K. E., Friston, K. J., Tobler, P. N., & Fehr, E. (2014). Surprise beyond prediction error. Human Brain Mapping, 35, 4805–4814. doi:10.1002/hbm.22513
  • Cole, M. W., Reynolds, J. R., Power, J. D., Repovs, G., Anticevic, A., & Braver, T. S. (2013). Multi-task connectivity reveals flexible hubs for adaptive task control. Nature Neuroscience, 16, 1348–1355. doi:10.1038/nn.3470
  • Coltheart, M. (2010). The neuropsychology of delusions. Annals of the New York Academy of Sciences, 1191(1), 16–26. doi:10.1111/j.1749-6632.2010.05496.x
  • Coltheart, M., & Davies, M. (2000). Pathologies of belief. Oxford: Blackwell.
  • Coltheart, M., Menzies, P., & Sutton, J. (2010). Abductive inference and delusional belief. Cognitive Neuropsychiatry, 15, 261–287. doi:10.1080/13546800903439120
  • Corlett, P. R., Aitken, M. R., Dickinson, A., Shanks, D. R., Honey, G. D., Honey, R. A., … Fletcher, P. C. (2004). Prediction error during retrospective revaluation of causal associations in humans: fMRI evidence in favor of an associative model of learning. Neuron, 44, 877–888.
  • Corlett, P. R., Cambridge, V., Gardner, J. M., Piggot, J. S., Turner, D. C., Everitt, J. C., … Fletcher, P. C. (2013). Ketamine effects on memory reconsolidation favor a learning model of delusions. PloS One, 8(6), e65088. doi:10.1371/journal.pone.0065088.g009
  • Corlett, P. R., & Fletcher, P. C. (2012). The neurobiology of schizotypy: Fronto-striatal prediction error signal correlates with delusion-like beliefs in healthy people. Neuropsychologia, 50(14), 3612–3620. doi:10.1016/j.neuropsychologia.2012.09.045
  • Corlett, P. R., & Fletcher, P. C. (2014). Computational psychiatry: A Rosetta Stone linking the brain to mental illness. Lancet Psychiatry, 1(5), 309–402.
  • Corlett, P. R., Frith, C. D., & Fletcher, P. C. (2009). From drugs to deprivation: A Bayesian framework for understanding models of psychosis. Psychopharmacology, 206, 515–530. doi:10.1007/s00213-009-1561-0
  • Corlett, P. R., Honey, G. D., Aitken, M. R. F., Dickinson, A., Shanks, D. R., Absalom, A. R., … Fletcher, P. C. (2006). Frontal responses during learning predict vulnerability to the psychotogenic effects of ketamine: Linking cognition, brain activity, and psychosis. Archives of General Psychiatry, 63, 611–621. doi:10.1001/archpsyc.63.6.611
  • Corlett, P. R., Honey, G. D., & Fletcher, P. C. (2007). From prediction error to psychosis: Ketamine as a pharmacological model of delusions. Journal of Psychopharmacology, 21, 238–252. doi:10.1177/0269881107077716
  • Corlett, P. R., Honey, G. D., Krystal, J. H., & Fletcher, P. C. (2010). Glutamatergic model psychoses: Prediction error, learning, and inference. Neuropsychopharmacology, 36(1), 294–315.
  • Corlett, P. R. Krystal, J. H., Taylor, J. R., & Fletcher, P. C. (2009). Why do delusions persist? Frontiers in Human Neuroscience, 3, 12. doi:10.3389/neuro.09.012.2009
  • Corlett, P. R., Murray, G. K., Honey, G. D., Aitken, M. R. F., Shanks, D. R., Robbins, T. W., … Fletcher, P. C. (2007). Disrupted prediction-error signal in psychosis: Evidence for an associative account of delusions. Brain, 130, 2387–2400. doi:10.1093/brain/awm173
  • Corlett, P. R., Taylor, J. R., Wang, X. J., Fletcher, P. C., & Krystal, J. H. (2010). Toward a neurobiology of delusions. Progress in Neurobiology, 92(3), 345–369.
  • Courville, A. C., Daw, N. D., & Touretzky, D. S. (2006). Bayesian theories of conditioning in a changing world. Trends in Cognitive Sciences, 10, 294–300. doi:10.1016/j.tics.2006.05.004
  • Currie, G. (2000). Imagination, delusion and hallucinations. In M. Coltheart & M. Davies (Ed.), Pathologies of belief (pp. 167–182). Oxford: Blackwell.
  • Eckblad, M., & Chapman, L. J. (1983). Magical ideation as an indicator of schizotypy. Journal of Consulting and Clinical Psychology, 51, 215–225. doi:10.1037/0022-006X.51.2.215
  • Eisenhardt, D., & Menzel, R. (2007). Extinction learning, reconsolidation and the internal reinforcement hypothesis. Neurobiology of Learning and Memory, 87, 167–173. doi:10.1016/j.nlm.2006.09.005
  • Fletcher, P. C., & Frith, C. D. (2008). Perceiving is believing: A Bayesian approach to explaining the positive symptoms of schizophrenia. Nature Reviews Neuroscience, 10(1), 48–58. doi:10.1038/nrn2536
  • Friston, K. (2005). A theory of cortical responses. Philosophical Transactions of the Royal Society B: Biological Sciences, 360, 815–836.
  • Friston, K. J., & Stephan, K. E. (2007). Free-energy and the brain. Synthese, 159, 417–458. doi:10.1007/s11229-007-9237-y
  • Friston, K. J., Stephan, K. E., Montague, P. R., & Dolan, R. J. (2014). Computational psychiatry: The brain as a phantastic organ. Lancet Psychiatry, 1(2), 148–158.
  • Griffiths, O., Langdon, R., Le Pelley, M. E., & Coltheart, M. (2014). Delusions and prediction error: Re-examining the behavioural evidence for disrupted error signalling in delusion formation. Cognitive Neuropsychiatry, 19(5), 439–467.
  • Helmholtz, H., (1878/1971). The facts of perception. In R. Kahl (Ed.), Selected writings of Herman von Helmholtz. Middletown, CT: Weslyan University Press.
  • Holroyd, C. B., & Coles, M. G. H. (2002). The neural basis of human error processing: Reinforcement learning, dopamine, and the error-related negativity. Psychological Review, 109, 679–709. doi:10.1037/0033-295X.109.4.679
  • Honey, G. D., Corlett, P. R., Absalom, A. R., Lee, M., Pomarol-Clotet, E., Murray, G. K., … Fletcher, P. C. (2008). Individual differences in psychotic effects of ketamine are predicted by brain function measured under placebo. Journal of Neuroscience, 28(25), 6295–6303.
  • Hutzler, F. (2014). Reverse inference is not a fallacy per se: Cognitive processes can be inferred from functional imaging data. Neuroimage, 84, 1061–1069. doi:10.1016/j.neuroimage.2012.12.075
  • Kapur, S. (2003). Psychosis as a state of aberrant salience: A framework linking biology, phenomenology, and pharmacology in schizophrenia. American Journal of Psychiatry, 160(1), 13–23. doi:10.1176/appi.ajp.160.1.13
  • Le Pelley, M. E. (2004). The role of associative history in models of associative learning: A selective review and a hybrid model. The Quarterly Journal of Experimental Psychology: Section B, 57, 193–243. doi:10.1080/02724990344000141
  • Le Pelley, M. E., Schmidt-Hansen, M., Harris, N. J., Lunter, C. M., & Morris, C. S. (2010). Disentangling the attentional deficit in schizophrenia: Pointers from schizotypy. Psychiatry Research, 176(2–3), 143–149.
  • Lee, J. L. C. (2008). Memory reconsolidation mediates the strengthening of memories by additional learning. Nature Neuroscience, 11, 1264–1266. doi:10.1038/nn.2205
  • Li, J., Schiller, D., Schoenbaum, G., Phelps, E. A., & Daw, N. D. (2011). Differential roles of human striatum and amygdala in associative learning. Nature Neuroscience, 14, 1250–1252. doi:10.1038/nn.2904
  • Mackintosh, N. J. (1975). A theory of attention: Variations in the associability of stimuli with reinforcement. Psychological Review, 82, 276–298. doi:10.1037/h0076778
  • Maher, B. A. (1974). Delusional thinking and perceptual disorder. Journal of Individual Psychology, 30(1), 98–113.
  • Maher, B. A. (1988). Anomalous experience and delusional thinking: The logic of explanations. In T. F. Oltmanns & B. A. Maher (Eds.), Delusional beliefs (pp. 15–33). New York, NY: Wiley.
  • McHugh, S. B., Barkus, C., Huber, A., Capitao, L., Lima, J., Lowry, J. P., & Bannerman, D. M. (2014). Aversive prediction error signals in the amygdala. Journal of Neuroscience, 34, 9024–9033. doi:10.1523/JNEUROSCI.4465-13.2014
  • McRaney, D. (2013). You are now less dumb. New York: Penguin Group.
  • Montague, P. R., Dolan, R. J., Friston, K. J., & Dayan, P. (2012). Computational psychiatry. Trends in Cognitive Sciences, 16(1), 72–80. doi:10.1016/j.tics.2011.11.018
  • Morris, R., Griffiths, O., Le Pelley, M. E., & Weickert, T. W. (2013). Attention to irrelevant cues is related to positive symptoms in schizophrenia. Schizophrenia Bulletin, 39, 575–582. doi:10.1093/schbul/sbr192
  • Murray, G. K., Corlett, P. R., Clark, L., Pessiglione, M., Blackwell, A. D., Honey, G., ... Fletcher, P. C. (2008). Substantia nigra/ventral tegmental reward prediction error disruption in psychosis. Molecular Psychiatry, 13(3), 239, 267–276.
  • Pearce, J. M., & Hall, G. (1980). A model for Pavlovian learning: Variations in the effectiveness of conditioned but not of unconditioned stimuli. Psychological Review, 87, 532–552. doi:10.1037/0033-295X.87.6.532
  • Pedreira, M. E., Perez-Cuesta, L. M., & Maldonado, H. (2004). Mismatch between what is expected and what actually occurs triggers memory reconsolidation or extinction. Learning and Memory, 11, 579–585. doi:10.1101/lm.76904
  • Peirce (1931–1958). Collected papers of Charles Sanders Peirce (Vol. 1–6). Cambridge, MA: Harvard University Press.
  • Preuschoff, K., & Bossaerts, P. (2007). Adding prediction risk to the theory of reward learning. Annals of the New York Academy of Sciences, 1104(1), 135–146. doi:10.1196/annals.1390.005
  • Roesch, M. R., Esber, G. R., Li, J., Daw, N. D., & Schoenbaum, G. (2012). Surprise! Neural correlates of Pearce-Hall and Rescorla-Wagner coexist within the brain. European Journal of Neuroscience, 35, 1190–1200. doi:10.1111/j.1460-9568.2011.07986.x
  • Romaniuk, L., Honey, G. D., King, J. R. L., Whalley, H. C., McIntosh, A. M., Levita, L., … Hall, J. (2010). Midbrain activation during Pavlovian conditioning and delusional symptoms in schizophrenia. Archives of General Psychiatry, 67, 1246–1254. doi:10.1001/archgenpsychiatry.2010.169
  • Schlagenhauf, F., Sterzer, P., Schmack, K., Ballmaier, M., Rapp, M., Wrase, J., … Heinz, A. (2009). Reward feedback alterations in unmedicated schizophrenia patients: Relevance for delusions. Biological Psychiatry, 65, 1032–1039. doi:10.1016/j.biopsych.2008.12.016
  • Schmack, K., Gomez-Carrillo de Castro, A., Rothkirch, M., Sekutowicz, M., Rossler, H., Haynes, J.-D., … Sterzer, P. (2013). Delusions and the role of beliefs in perceptual inference. Journal of Neuroscience, 33, 13701–13712. doi:10.1523/JNEUROSCI.1778-13.2013
  • Sevenster, D., Beckers, T., & Kindt, M. (2012). Retrieval per se is not sufficient to trigger reconsolidation of human fear memory. Neurobiology of Learning and Memory, 97, 338–345. doi:10.1016/j.nlm.2012.01.009
  • Sevenster, D., Beckers, T., & Kindt, M. (2013). Prediction error governs pharmacologically induced amnesia for learned fear. Science, 339, 830–833. doi:10.1126/science.1231357
  • Stephan, K. E., & Mathys, C. (2014). Computational approaches to psychiatry. Current Opinion in Neurobiology, 25, 85–92. doi:10.1016/j.conb.2013.12.007
  • Wilkinson, D., & Halligan, P. (2004). The relevance of behavioural measures for functional-imaging studies of cognition. Nature reviews. Neuroscience, 5(1), 67–73.