Cargando…
S146. ASSOCIATION OF IMPAIRED MODEL-FREE DECISION-MAKING WITH ABERRANT STRIATAL DOPAMINE, BRAIN ACTIVATION, AND COGNITIVE DIFFICULTIES IN PATIENTS WITH SCHIZOPHRENIA DURING PSYCHOTIC REMISSION
BACKGROUND: Human decision-making ranges between the extremes of automatic and fast model-free behavior (i.e., relying only on previous outcomes) and more flexible, but computationally demanding model-based behavior (i.e., implementing cognitive models). Model-based/model-free decision-making can be...
Autores principales: | , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2020
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7234428/ http://dx.doi.org/10.1093/schbul/sbaa031.212 |
_version_ | 1783535760579756032 |
---|---|
author | Brandl, Felix Avram, Mihai Cabello, Jorge Mustafa, Mona Leucht, Claudia Leucht, Stefan Ziegler, Sibylle Wunderlich, Klaus Sorg, Christian |
author_facet | Brandl, Felix Avram, Mihai Cabello, Jorge Mustafa, Mona Leucht, Claudia Leucht, Stefan Ziegler, Sibylle Wunderlich, Klaus Sorg, Christian |
author_sort | Brandl, Felix |
collection | PubMed |
description | BACKGROUND: Human decision-making ranges between the extremes of automatic and fast model-free behavior (i.e., relying only on previous outcomes) and more flexible, but computationally demanding model-based behavior (i.e., implementing cognitive models). Model-based/model-free decision-making can be investigated using sequential decision tasks and has been shown to be associated with presynaptic striatal dopamine synthesis. During phases of psychotic remission in schizophrenia, dopamine synthesis in the dorsal striatum is reduced. We hypothesized that particularly model-free decision-making is impaired in schizophrenia during psychotic remission and is associated with (i) abnormal dopamine synthesis in dorsal striatum, (ii) aberrant task-activation in dorsal striatum, and (iii) cognitive difficulties in patients (e.g., reduced speed). METHODS: 26 patients with chronic schizophrenia, currently in psychotic remission, and 22 healthy controls (matched by age and gender) were enrolled in the study. Model-based/model-free decision-making was evaluated with a two-stage Markov decision task, followed by computational modeling of subjects’ learning behavior. Presynaptic dopamine synthesis was assessed by 18F-DOPA positron emission tomography and subsequent graphical Patlak analysis. Task-activation was measured by functional magnetic resonance imaging. Cognitive impairments were quantified by Trail-Making-Test A (among others). Associations between decision-making parameters, dopamine synthesis, task-activation, and cognitive impairments were tested by correlation analyses. RESULTS: Patients with schizophrenia showed selectively impaired model-free decision-making. 18F-DOPA uptake (i.e., presynaptic dopamine synthesis capacity) in the dorsal striatum was decreased in patients. Impaired model-free decision-making in patients correlated with (i) decreased dopamine synthesis in dorsal striatum, (ii) abnormal task-activation in dorsal striatum, and (iii) lower speed in Trail-Making-Test A. DISCUSSION: Results demonstrate an association of reduced dorsal striatal dopamine synthesis and brain activity with impaired model-free decision-making in schizophrenia, which potentially contributes to cognitive difficulties. |
format | Online Article Text |
id | pubmed-7234428 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-72344282020-05-23 S146. ASSOCIATION OF IMPAIRED MODEL-FREE DECISION-MAKING WITH ABERRANT STRIATAL DOPAMINE, BRAIN ACTIVATION, AND COGNITIVE DIFFICULTIES IN PATIENTS WITH SCHIZOPHRENIA DURING PSYCHOTIC REMISSION Brandl, Felix Avram, Mihai Cabello, Jorge Mustafa, Mona Leucht, Claudia Leucht, Stefan Ziegler, Sibylle Wunderlich, Klaus Sorg, Christian Schizophr Bull Poster Session I BACKGROUND: Human decision-making ranges between the extremes of automatic and fast model-free behavior (i.e., relying only on previous outcomes) and more flexible, but computationally demanding model-based behavior (i.e., implementing cognitive models). Model-based/model-free decision-making can be investigated using sequential decision tasks and has been shown to be associated with presynaptic striatal dopamine synthesis. During phases of psychotic remission in schizophrenia, dopamine synthesis in the dorsal striatum is reduced. We hypothesized that particularly model-free decision-making is impaired in schizophrenia during psychotic remission and is associated with (i) abnormal dopamine synthesis in dorsal striatum, (ii) aberrant task-activation in dorsal striatum, and (iii) cognitive difficulties in patients (e.g., reduced speed). METHODS: 26 patients with chronic schizophrenia, currently in psychotic remission, and 22 healthy controls (matched by age and gender) were enrolled in the study. Model-based/model-free decision-making was evaluated with a two-stage Markov decision task, followed by computational modeling of subjects’ learning behavior. Presynaptic dopamine synthesis was assessed by 18F-DOPA positron emission tomography and subsequent graphical Patlak analysis. Task-activation was measured by functional magnetic resonance imaging. Cognitive impairments were quantified by Trail-Making-Test A (among others). Associations between decision-making parameters, dopamine synthesis, task-activation, and cognitive impairments were tested by correlation analyses. RESULTS: Patients with schizophrenia showed selectively impaired model-free decision-making. 18F-DOPA uptake (i.e., presynaptic dopamine synthesis capacity) in the dorsal striatum was decreased in patients. Impaired model-free decision-making in patients correlated with (i) decreased dopamine synthesis in dorsal striatum, (ii) abnormal task-activation in dorsal striatum, and (iii) lower speed in Trail-Making-Test A. DISCUSSION: Results demonstrate an association of reduced dorsal striatal dopamine synthesis and brain activity with impaired model-free decision-making in schizophrenia, which potentially contributes to cognitive difficulties. Oxford University Press 2020-05 2020-05-18 /pmc/articles/PMC7234428/ http://dx.doi.org/10.1093/schbul/sbaa031.212 Text en © The Author(s) 2020. Published by Oxford University Press on behalf of the Maryland Psychiatric Research Center. http://creativecommons.org/licenses/by-nc/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com |
spellingShingle | Poster Session I Brandl, Felix Avram, Mihai Cabello, Jorge Mustafa, Mona Leucht, Claudia Leucht, Stefan Ziegler, Sibylle Wunderlich, Klaus Sorg, Christian S146. ASSOCIATION OF IMPAIRED MODEL-FREE DECISION-MAKING WITH ABERRANT STRIATAL DOPAMINE, BRAIN ACTIVATION, AND COGNITIVE DIFFICULTIES IN PATIENTS WITH SCHIZOPHRENIA DURING PSYCHOTIC REMISSION |
title | S146. ASSOCIATION OF IMPAIRED MODEL-FREE DECISION-MAKING WITH ABERRANT STRIATAL DOPAMINE, BRAIN ACTIVATION, AND COGNITIVE DIFFICULTIES IN PATIENTS WITH SCHIZOPHRENIA DURING PSYCHOTIC REMISSION |
title_full | S146. ASSOCIATION OF IMPAIRED MODEL-FREE DECISION-MAKING WITH ABERRANT STRIATAL DOPAMINE, BRAIN ACTIVATION, AND COGNITIVE DIFFICULTIES IN PATIENTS WITH SCHIZOPHRENIA DURING PSYCHOTIC REMISSION |
title_fullStr | S146. ASSOCIATION OF IMPAIRED MODEL-FREE DECISION-MAKING WITH ABERRANT STRIATAL DOPAMINE, BRAIN ACTIVATION, AND COGNITIVE DIFFICULTIES IN PATIENTS WITH SCHIZOPHRENIA DURING PSYCHOTIC REMISSION |
title_full_unstemmed | S146. ASSOCIATION OF IMPAIRED MODEL-FREE DECISION-MAKING WITH ABERRANT STRIATAL DOPAMINE, BRAIN ACTIVATION, AND COGNITIVE DIFFICULTIES IN PATIENTS WITH SCHIZOPHRENIA DURING PSYCHOTIC REMISSION |
title_short | S146. ASSOCIATION OF IMPAIRED MODEL-FREE DECISION-MAKING WITH ABERRANT STRIATAL DOPAMINE, BRAIN ACTIVATION, AND COGNITIVE DIFFICULTIES IN PATIENTS WITH SCHIZOPHRENIA DURING PSYCHOTIC REMISSION |
title_sort | s146. association of impaired model-free decision-making with aberrant striatal dopamine, brain activation, and cognitive difficulties in patients with schizophrenia during psychotic remission |
topic | Poster Session I |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7234428/ http://dx.doi.org/10.1093/schbul/sbaa031.212 |
work_keys_str_mv | AT brandlfelix s146associationofimpairedmodelfreedecisionmakingwithaberrantstriataldopaminebrainactivationandcognitivedifficultiesinpatientswithschizophreniaduringpsychoticremission AT avrammihai s146associationofimpairedmodelfreedecisionmakingwithaberrantstriataldopaminebrainactivationandcognitivedifficultiesinpatientswithschizophreniaduringpsychoticremission AT cabellojorge s146associationofimpairedmodelfreedecisionmakingwithaberrantstriataldopaminebrainactivationandcognitivedifficultiesinpatientswithschizophreniaduringpsychoticremission AT mustafamona s146associationofimpairedmodelfreedecisionmakingwithaberrantstriataldopaminebrainactivationandcognitivedifficultiesinpatientswithschizophreniaduringpsychoticremission AT leuchtclaudia s146associationofimpairedmodelfreedecisionmakingwithaberrantstriataldopaminebrainactivationandcognitivedifficultiesinpatientswithschizophreniaduringpsychoticremission AT leuchtstefan s146associationofimpairedmodelfreedecisionmakingwithaberrantstriataldopaminebrainactivationandcognitivedifficultiesinpatientswithschizophreniaduringpsychoticremission AT zieglersibylle s146associationofimpairedmodelfreedecisionmakingwithaberrantstriataldopaminebrainactivationandcognitivedifficultiesinpatientswithschizophreniaduringpsychoticremission AT wunderlichklaus s146associationofimpairedmodelfreedecisionmakingwithaberrantstriataldopaminebrainactivationandcognitivedifficultiesinpatientswithschizophreniaduringpsychoticremission AT sorgchristian s146associationofimpairedmodelfreedecisionmakingwithaberrantstriataldopaminebrainactivationandcognitivedifficultiesinpatientswithschizophreniaduringpsychoticremission |