Literature DB >> 32741701

Refining the Empirical Constraints on Computational Models of Spatial Working Memory in Schizophrenia.

James M Gold1, Sonia Bansal2, Alan Anticevic3, Youngsun T Cho4, Grega Repovš5, John D Murray3, Britta Hahn2, Benjamin M Robinson2, Steven J Luck6.   

Abstract

BACKGROUND: Impairments in spatial working memory (sWM) have been well documented in schizophrenia. Here we provide a comprehensive test of a microcircuit model of WM performance in schizophrenia that predicts enhanced effects of increasing delay duration and distractors based on a hypothesized imbalance of excitatory and inhibitory processes.
METHODS: Model predictions were tested in 41 people with schizophrenia (PSZ) and 32 healthy control subjects (HCS) performing an sWM task. In one condition, a single target location was followed by delays of 0, 2, 4, or 8 seconds. In a second condition, distractors were presented during the 4-second delay interval at 20°, 30°, 40°, 50°, or 90° from the original target location.
RESULTS: PSZ showed less precise sWM representations than HCS, and the rate of memory drift over time was greater in PSZ than in HCS. Relative to HCS, the spatial recall responses of PSZ were more repelled by distractors presented close to the target location and more attracted by distractors presented far from the target location. The degree of attraction to distant distractors was correlated with the rate of memory drift in the absence of distractors.
CONCLUSIONS: Consistent with the microcircuit model, PSZ exhibited both a greater rate of drift and greater attraction to distant distractors relative to HCS. These two effects were correlated, consistent with the proposal that they arise from a single underlying mechanism. However, the repulsion effects produced by nearby distractors were not predicted by the model and thus require an updated modeling framework.
Copyright © 2020. Published by Elsevier Inc.

Entities:  

Keywords:  Computational model; Distractor effects; E-I balance; Precision; Schizophrenia; Working memory

Mesh:

Year:  2020        PMID: 32741701      PMCID: PMC8924984          DOI: 10.1016/j.bpsc.2020.05.003

Source DB:  PubMed          Journal:  Biol Psychiatry Cogn Neurosci Neuroimaging        ISSN: 2451-9022


  26 in total

1.  Spatial working memory: absence of gender differences in schizophrenia patients and healthy control subjects.

Authors:  K Minor; S Park
Journal:  Biol Psychiatry       Date:  1999-10-01       Impact factor: 13.382

2.  Synaptic mechanisms and network dynamics underlying spatial working memory in a cortical network model.

Authors:  A Compte; N Brunel; P S Goldman-Rakic; X J Wang
Journal:  Cereb Cortex       Date:  2000-09       Impact factor: 5.357

3.  Examining encoding imprecision in spatial working memory in schizophrenia.

Authors:  Johanna C Badcock; David R Badcock; Christina Read; Assen Jablensky
Journal:  Schizophr Res       Date:  2007-09-04       Impact factor: 4.939

4.  Increased repulsion of working memory representations in schizophrenia.

Authors:  Sonia Bansal; Gi-Yeul Bae; Kyle Frankovich; Benjamin M Robinson; Carly J Leonard; James M Gold; Steven J Luck
Journal:  J Abnorm Psychol       Date:  2020-09-03

5.  Working memory encoding and maintenance deficits in schizophrenia: neural evidence for activation and deactivation abnormalities.

Authors:  Alan Anticevic; Grega Repovs; Deanna M Barch
Journal:  Schizophr Bull       Date:  2011-09-12       Impact factor: 9.306

6.  Working memory impairments in schizophrenia: a meta-analysis.

Authors:  Junghee Lee; Sohee Park
Journal:  J Abnorm Psychol       Date:  2005-11

Review 7.  Behavioural studies of spatial working memory dysfunction in schizophrenia: a quantitative literature review.

Authors:  Danijela Piskulic; James S Olver; Trevor R Norman; Paul Maruff
Journal:  Psychiatry Res       Date:  2007-02-12       Impact factor: 3.222

Review 8.  Impaired Tuning of Neural Ensembles and the Pathophysiology of Schizophrenia: A Translational and Computational Neuroscience Perspective.

Authors:  John H Krystal; Alan Anticevic; Genevieve J Yang; George Dragoi; Naomi R Driesen; Xiao-Jing Wang; John D Murray
Journal:  Biol Psychiatry       Date:  2017-01-13       Impact factor: 13.382

9.  Antipsychotic dose equivalents and dose-years: a standardized method for comparing exposure to different drugs.

Authors:  Nancy C Andreasen; Marcus Pressler; Peg Nopoulos; Del Miller; Beng-Choon Ho
Journal:  Biol Psychiatry       Date:  2009-11-07       Impact factor: 13.382

Review 10.  Alterations in cortical interneurons and cognitive function in schizophrenia.

Authors:  Samuel J Dienel; David A Lewis
Journal:  Neurobiol Dis       Date:  2018-06-22       Impact factor: 5.996

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  1 in total

1.  Increased repulsion of working memory representations in schizophrenia.

Authors:  Sonia Bansal; Gi-Yeul Bae; Kyle Frankovich; Benjamin M Robinson; Carly J Leonard; James M Gold; Steven J Luck
Journal:  J Abnorm Psychol       Date:  2020-09-03
  1 in total

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