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Published Online: 23 May 2019

Association of Working Memory With Distributed Executive Control Networks in Schizophrenia

Publication: The Journal of Neuropsychiatry and Clinical Neurosciences

Abstract

Objective:

Working memory impairments represent a core cognitive deficit in schizophrenia, predictive of patients’ daily functioning, and one that is unaffected by current treatments. To address this, working memory is included in the MATRICS Consensus Cognitive Battery (MCCB), a standardized cognitive battery designed to facilitate drug development targeting cognitive symptoms. However, the neurobiology underlying these deficits in MCCB working memory is currently unknown, mirroring the poor understanding in general of working memory deficits in schizophrenia.

Methods:

Twenty-eight participants with schizophrenia were administered working memory tests from the MCCB and examined with resting-state functional MRI. Intrinsic connectivity networks were estimated with independent component analysis. Each voxel’s time series was correlated with each network time series, creating a feature vector for voxel-level connectivity analysis. This feature vector was associated with working memory by using the distance covariance statistic.

Results:

The neurobiology of MCCB working memory tests largely followed the multicomponent model of working memory but revealed unexpected differences. The dorsolateral prefrontal cortex was not associated with working memory. The central executive system was instead associated with delocalized right and left executive control networks. The phonologic loop within the multicomponent model, a subsystem involved in storing linguistic information, was associated with connectivity to the left temporoparietal junction and inferior frontal gyrus. However, connections to the language network did not predict working memory test performance.

Conclusions:

These results provide supporting evidence for the multicomponent model of working memory in terms of the biology underlying MCCB findings.

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Information & Authors

Information

Published In

Go to The Journal of Neuropsychiatry and Clinical Neurosciences
Go to The Journal of Neuropsychiatry and Clinical Neurosciences
The Journal of Neuropsychiatry and Clinical Neurosciences
Pages: 368 - 377
PubMed: 31117908

History

Received: 11 June 2018
Revision received: 29 August 2018
Accepted: 12 October 2018
Published online: 23 May 2019
Published in print: Fall 2019

Keywords

  1. Working Memory
  2. Multicomponent Model
  3. MATRICS Consensus Cognitive Battery
  4. Functional Connectivity
  5. Independent Component Analysis
  6. Distance Covariance

Authors

Affiliations

Korey P. Wylie, M.D. [email protected]
The Department of Psychiatry, University of Colorado Anschutz Medical Campus, Aurora, Colo. (Wylie, Harris, Olincy, Tregellas); the Department of Biostatistics and Informatics, Colorado School of Public Health, Aurora, Colo. (Ghosh); and the Research Service, Denver VA Medical Center, Eastern Colorado Health System, Denver (Tregellas).
Josette G. Harris, Ph.D.
The Department of Psychiatry, University of Colorado Anschutz Medical Campus, Aurora, Colo. (Wylie, Harris, Olincy, Tregellas); the Department of Biostatistics and Informatics, Colorado School of Public Health, Aurora, Colo. (Ghosh); and the Research Service, Denver VA Medical Center, Eastern Colorado Health System, Denver (Tregellas).
Debashis Ghosh, Ph.D.
The Department of Psychiatry, University of Colorado Anschutz Medical Campus, Aurora, Colo. (Wylie, Harris, Olincy, Tregellas); the Department of Biostatistics and Informatics, Colorado School of Public Health, Aurora, Colo. (Ghosh); and the Research Service, Denver VA Medical Center, Eastern Colorado Health System, Denver (Tregellas).
Ann Olincy, M.D.
The Department of Psychiatry, University of Colorado Anschutz Medical Campus, Aurora, Colo. (Wylie, Harris, Olincy, Tregellas); the Department of Biostatistics and Informatics, Colorado School of Public Health, Aurora, Colo. (Ghosh); and the Research Service, Denver VA Medical Center, Eastern Colorado Health System, Denver (Tregellas).
Jason R. Tregellas, Ph.D.
The Department of Psychiatry, University of Colorado Anschutz Medical Campus, Aurora, Colo. (Wylie, Harris, Olincy, Tregellas); the Department of Biostatistics and Informatics, Colorado School of Public Health, Aurora, Colo. (Ghosh); and the Research Service, Denver VA Medical Center, Eastern Colorado Health System, Denver (Tregellas).

Notes

Send correspondence to Dr. Wylie ([email protected]).

Funding Information

Veterans Administration: I01CX000459
Brain and Behavior Research Foundation: 10.13039/100000874
National Institutes of Health10.13039/100000002: R01GM117946, R01MH102224
Supported by NIH (grants R01MH102224 and R01GM117946), the Veterans Administration (grant I01CX000459), and the Brain & Behavior Research Foundation.The authors report no financial relationships with commercial interests.

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