Literature DB >> 30388260

Towards a Unifying Cognitive, Neurophysiological, and Computational Neuroscience Account of Schizophrenia.

Andreas Heinz1, Graham K Murray2, Florian Schlagenhauf1,3, Philipp Sterzer1, Anthony A Grace4,5,6, James A Waltz7.   

Abstract

Psychotic experiences may be understood as altered information processing due to aberrant neural computations. A prominent example of such neural computations is the computation of prediction errors (PEs), which signal the difference between expected and experienced events. Among other areas showing PE coding, hippocampal-prefrontal-striatal neurocircuits play a prominent role in information processing. Dysregulation of dopaminergic signaling, often secondary to psychosocial stress, is thought to interfere with the processing of biologically important events (such as reward prediction errors) and result in the aberrant attribution of salience to irrelevant sensory stimuli and internal representations. Bayesian hierarchical predictive coding offers a promising framework for the identification of dysfunctional neurocomputational processes and the development of a mechanistic understanding of psychotic experience. According to this framework, mismatches between prior beliefs encoded at higher levels of the cortical hierarchy and lower-level (sensory) information can also be thought of as PEs, with important consequences for belief updating. Low levels of precision in the representation of prior beliefs relative to sensory data, as well as dysfunctional interactions between prior beliefs and sensory data in an ever-changing environment, have been suggested as a general mechanism underlying psychotic experiences. Translating the promise of the Bayesian hierarchical predictive coding into patient benefit will come from integrating this framework with existing knowledge of the etiology and pathophysiology of psychosis, especially regarding hippocampal-prefrontal-striatal network function and neural mechanisms of information processing and belief updating.
© The Author(s) 2018. Published by Oxford University Press on behalf of the Maryland Psychiatric Research Center. All rights reserved. For permissions, please email: journals.permissions@oup.com.

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Keywords:  computational modeling; delusions; dopamine; hallucinations; prediction error; reward; schizophrenia

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Year:  2019        PMID: 30388260      PMCID: PMC6737474          DOI: 10.1093/schbul/sby154

Source DB:  PubMed          Journal:  Schizophr Bull        ISSN: 0586-7614            Impact factor:   9.306


  112 in total

1.  Afferent modulation of dopamine neuron firing differentially regulates tonic and phasic dopamine transmission.

Authors:  Stan B Floresco; Anthony R West; Brian Ash; Holly Moore; Anthony A Grace
Journal:  Nat Neurosci       Date:  2003-09       Impact factor: 24.884

2.  Reduced prefrontal-parietal effective connectivity and working memory deficits in schizophrenia.

Authors:  Lorenz Deserno; Philipp Sterzer; Torsten Wüstenberg; Andreas Heinz; Florian Schlagenhauf
Journal:  J Neurosci       Date:  2012-01-04       Impact factor: 6.167

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Authors:  John E Lisman; Anthony A Grace
Journal:  Neuron       Date:  2005-06-02       Impact factor: 17.173

Review 4.  GABAergic mechanisms of hippocampal hyperactivity in schizophrenia.

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Review 5.  Ventral tegmental area: cellular heterogeneity, connectivity and behaviour.

Authors:  Marisela Morales; Elyssa B Margolis
Journal:  Nat Rev Neurosci       Date:  2017-01-05       Impact factor: 34.870

6.  From maps to mechanisms through neuroimaging of schizophrenia.

Authors:  Andreas Meyer-Lindenberg
Journal:  Nature       Date:  2010-11-11       Impact factor: 49.962

Review 7.  Comprehensive review: Computational modelling of schizophrenia.

Authors:  Vincent Valton; Liana Romaniuk; J Douglas Steele; Stephen Lawrie; Peggy Seriès
Journal:  Neurosci Biobehav Rev       Date:  2017-09-01       Impact factor: 8.989

Review 8.  Are Hallucinations Due to an Imbalance Between Excitatory and Inhibitory Influences on the Brain?

Authors:  Renaud Jardri; Kenneth Hugdahl; Matthew Hughes; Jérôme Brunelin; Flavie Waters; Ben Alderson-Day; Dave Smailes; Philipp Sterzer; Philip R Corlett; Pantelis Leptourgos; Martin Debbané; Arnaud Cachia; Sophie Denève
Journal:  Schizophr Bull       Date:  2016-06-03       Impact factor: 9.306

9.  Shall we really say goodbye to first rank symptoms?

Authors:  A Heinz; M Voss; S M Lawrie; A Mishara; M Bauer; J Gallinat; G Juckel; U Lang; M Rapp; P Falkai; W Strik; J Krystal; A Abi-Dargham; S Galderisi
Journal:  Eur Psychiatry       Date:  2016-07-16       Impact factor: 5.361

Review 10.  Reinforcement learning and dopamine in schizophrenia: dimensions of symptoms or specific features of a disease group?

Authors:  Lorenz Deserno; Rebecca Boehme; Andreas Heinz; Florian Schlagenhauf
Journal:  Front Psychiatry       Date:  2013-12-23       Impact factor: 4.157

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  14 in total

1.  Evidence of reward system dysfunction in youth at clinical high-risk for psychosis from two event-related fMRI paradigms.

Authors:  Zachary B Millman; Keith Gallagher; Caroline Demro; Jason Schiffman; Gloria M Reeves; James M Gold; Pamela J Rakhshan Rouhakhtar; John Fitzgerald; Nicole D Andorko; Samantha Redman; Robert W Buchanan; Laura M Rowland; James A Waltz
Journal:  Schizophr Res       Date:  2019-04-15       Impact factor: 4.939

2.  Meta-Analysis of Sensorimotor Gating Deficits in Patients With Schizophrenia Evaluated by Prepulse Inhibition Test.

Authors:  Rodrigo San-Martin; Leonardo Andrade Castro; Paulo Rossi Menezes; Francisco José Fraga; Priscyla Waleska Simões; Cristiane Salum
Journal:  Schizophr Bull       Date:  2020-12-01       Impact factor: 9.306

3.  Neurodevelopmental model of schizophrenia revisited: similarity in individual deviation and idiosyncrasy from the normative model of whole-brain white matter tracts and shared brain-cognition covariation with ADHD and ASD.

Authors:  Yi-Ling Chien; Hsiang-Yuan Lin; Yu-Hung Tung; Tzung-Jeng Hwang; Chang-Le Chen; Chi-Shin Wu; Chi-Yung Shang; Hai-Gwo Hwu; Wen-Yih Isaac Tseng; Chih-Min Liu; Susan Shur-Fen Gau
Journal:  Mol Psychiatry       Date:  2022-07-06       Impact factor: 15.992

4.  Linking Salience Signaling With Early Adversity and Affective Distress in Individuals at Clinical High Risk for Psychosis: Results From an Event-Related fMRI Study.

Authors:  Zachary B Millman; Jason Schiffman; James M Gold; LeeAnn Akouri-Shan; Caroline Demro; John Fitzgerald; Pamela J Rakhshan Rouhakhtar; Mallory Klaunig; Laura M Rowland; James A Waltz
Journal:  Schizophr Bull Open       Date:  2022-06-17

5.  Aberrant salience correlates with psychotic dimensions in outpatients with schizophrenia spectrum disorders.

Authors:  Valentina Pugliese; Renato de Filippis; Matteo Aloi; Paola Rotella; Elvira Anna Carbone; Raffaele Gaetano; Pasquale De Fazio
Journal:  Ann Gen Psychiatry       Date:  2022-07-03       Impact factor: 3.301

6.  Psychotic Experiences in Schizophrenia and Sensitivity to Sensory Evidence.

Authors:  Veith Weilnhammer; Lukas Röd; Anna-Lena Eckert; Heiner Stuke; Andreas Heinz; Philipp Sterzer
Journal:  Schizophr Bull       Date:  2020-07-08       Impact factor: 9.306

Review 7.  Illusions, Delusions, and Your Backwards Bayesian Brain: A Biased Visual Perspective.

Authors:  Richard T Born; Gianluca M Bencomo
Journal:  Brain Behav Evol       Date:  2021-03-30       Impact factor: 1.808

Review 8.  Rethinking delusions: A selective review of delusion research through a computational lens.

Authors:  Brandon K Ashinoff; Nicholas M Singletary; Seth C Baker; Guillermo Horga
Journal:  Schizophr Res       Date:  2021-03-03       Impact factor: 4.662

9.  Disordered directional brain network interactions during learning dynamics in schizophrenia revealed by multivariate autoregressive models.

Authors:  Shahira J Baajour; Asadur Chowdury; Patricia Thomas; Usha Rajan; Dalal Khatib; Caroline Zajac-Benitez; Dimitri Falco; Luay Haddad; Alireza Amirsadri; Steven Bressler; Jeffery A Stanley; Vaibhav A Diwadkar
Journal:  Hum Brain Mapp       Date:  2020-05-21       Impact factor: 5.038

10.  Influence of prior beliefs on perception in early psychosis: Effects of illness stage and hierarchical level of belief.

Authors:  Joost Haarsma; Franziska Knolle; Juliet D Griffin; Hilde Taverne; Marius Mada; Ian M Goodyer; Paul C Fletcher; Graham K Murray
Journal:  J Abnorm Psychol       Date:  2020-08
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