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Abstract

Objective:

Disruption of executive function is present in many neuropsychiatric disorders. However, determining the specificity of executive dysfunction across these disorders is challenging given high comorbidity of conditions. Here the authors investigate executive system deficits in association with dimensions of psychiatric symptoms in youth using a working memory paradigm. The authors hypothesize that common and dissociable patterns of dysfunction would be present.

Method:

The authors studied 1,129 youths who completed a fractal n-back task during functional magnetic resonance imaging at 3-T as part of the Philadelphia Neurodevelopmental Cohort. Factor scores of clinical psychopathology were calculated using an item-wise confirmatory bifactor model, describing overall psychopathology as well as four orthogonal dimensions of symptoms: anxious-misery (mood and anxiety), behavioral disturbance (attention deficit hyperactivity disorder and conduct disorder), psychosis-spectrum symptoms, and fear (phobias). The effect of psychopathology dimensions on behavioral performance and executive system recruitment (2-back > 0-back) was examined using both multivariate (matrix regression) and mass-univariate (linear regression) analyses.

Results:

Overall psychopathology was associated with both abnormal multivariate patterns of activation and a failure to activate executive regions within the cingulo-opercular control network, including the frontal pole, cingulate cortex, and anterior insula. In addition, psychosis-spectrum symptoms were associated with hypoactivation of the left dorsolateral prefrontal cortex, whereas behavioral symptoms were associated with hypoactivation of the frontoparietal cortex and cerebellum. In contrast, anxious-misery symptoms were associated with widespread hyperactivation of the executive network.

Conclusions:

These findings provide novel evidence that common and dissociable deficits within the brain’s executive system are present in association with dimensions of psychopathology in youth.

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Supplementary Material

File (appi.ajp.2015.15060725.ds001.pdf)

Information & Authors

Information

Published In

Go to American Journal of Psychiatry
Go to American Journal of Psychiatry
American Journal of Psychiatry
Pages: 517 - 526
PubMed: 26806874

History

Received: 4 June 2015
Revision received: 31 August 2015
Accepted: 21 October 2015
Published online: 22 January 2016
Published in print: May 01, 2016

Authors

Affiliations

Sheila Shanmugan, B.A.
From the Departments of Psychiatry, of Biostatistics and Epidemiology, of Radiology, and of Pediatrics, Perelman School of Medicine, University of Pennsylvania, Philadelphia; the NIMH Mood and Anxiety Disorders Program, Bethesda, Md.; the Center for Applied Genomics, Children’s Hospital of Philadelphia; and the Philadelphia Veterans Administration Medical Center, Philadelphia.
Daniel H. Wolf, M.D., Ph.D.
From the Departments of Psychiatry, of Biostatistics and Epidemiology, of Radiology, and of Pediatrics, Perelman School of Medicine, University of Pennsylvania, Philadelphia; the NIMH Mood and Anxiety Disorders Program, Bethesda, Md.; the Center for Applied Genomics, Children’s Hospital of Philadelphia; and the Philadelphia Veterans Administration Medical Center, Philadelphia.
Monica E. Calkins, Ph.D.
From the Departments of Psychiatry, of Biostatistics and Epidemiology, of Radiology, and of Pediatrics, Perelman School of Medicine, University of Pennsylvania, Philadelphia; the NIMH Mood and Anxiety Disorders Program, Bethesda, Md.; the Center for Applied Genomics, Children’s Hospital of Philadelphia; and the Philadelphia Veterans Administration Medical Center, Philadelphia.
Tyler M. Moore, Ph.D.
From the Departments of Psychiatry, of Biostatistics and Epidemiology, of Radiology, and of Pediatrics, Perelman School of Medicine, University of Pennsylvania, Philadelphia; the NIMH Mood and Anxiety Disorders Program, Bethesda, Md.; the Center for Applied Genomics, Children’s Hospital of Philadelphia; and the Philadelphia Veterans Administration Medical Center, Philadelphia.
Kosha Ruparel, M.S.E.
From the Departments of Psychiatry, of Biostatistics and Epidemiology, of Radiology, and of Pediatrics, Perelman School of Medicine, University of Pennsylvania, Philadelphia; the NIMH Mood and Anxiety Disorders Program, Bethesda, Md.; the Center for Applied Genomics, Children’s Hospital of Philadelphia; and the Philadelphia Veterans Administration Medical Center, Philadelphia.
Ryan D. Hopson, B.A.
From the Departments of Psychiatry, of Biostatistics and Epidemiology, of Radiology, and of Pediatrics, Perelman School of Medicine, University of Pennsylvania, Philadelphia; the NIMH Mood and Anxiety Disorders Program, Bethesda, Md.; the Center for Applied Genomics, Children’s Hospital of Philadelphia; and the Philadelphia Veterans Administration Medical Center, Philadelphia.
Simon N. Vandekar, B.S.
From the Departments of Psychiatry, of Biostatistics and Epidemiology, of Radiology, and of Pediatrics, Perelman School of Medicine, University of Pennsylvania, Philadelphia; the NIMH Mood and Anxiety Disorders Program, Bethesda, Md.; the Center for Applied Genomics, Children’s Hospital of Philadelphia; and the Philadelphia Veterans Administration Medical Center, Philadelphia.
David R. Roalf, Ph.D.
From the Departments of Psychiatry, of Biostatistics and Epidemiology, of Radiology, and of Pediatrics, Perelman School of Medicine, University of Pennsylvania, Philadelphia; the NIMH Mood and Anxiety Disorders Program, Bethesda, Md.; the Center for Applied Genomics, Children’s Hospital of Philadelphia; and the Philadelphia Veterans Administration Medical Center, Philadelphia.
Mark A. Elliott, Ph.D.
From the Departments of Psychiatry, of Biostatistics and Epidemiology, of Radiology, and of Pediatrics, Perelman School of Medicine, University of Pennsylvania, Philadelphia; the NIMH Mood and Anxiety Disorders Program, Bethesda, Md.; the Center for Applied Genomics, Children’s Hospital of Philadelphia; and the Philadelphia Veterans Administration Medical Center, Philadelphia.
Chad Jackson, M.S.E.
From the Departments of Psychiatry, of Biostatistics and Epidemiology, of Radiology, and of Pediatrics, Perelman School of Medicine, University of Pennsylvania, Philadelphia; the NIMH Mood and Anxiety Disorders Program, Bethesda, Md.; the Center for Applied Genomics, Children’s Hospital of Philadelphia; and the Philadelphia Veterans Administration Medical Center, Philadelphia.
Efstathios D. Gennatas, M.B.B.S.
From the Departments of Psychiatry, of Biostatistics and Epidemiology, of Radiology, and of Pediatrics, Perelman School of Medicine, University of Pennsylvania, Philadelphia; the NIMH Mood and Anxiety Disorders Program, Bethesda, Md.; the Center for Applied Genomics, Children’s Hospital of Philadelphia; and the Philadelphia Veterans Administration Medical Center, Philadelphia.
Ellen Leibenluft, M.D.
From the Departments of Psychiatry, of Biostatistics and Epidemiology, of Radiology, and of Pediatrics, Perelman School of Medicine, University of Pennsylvania, Philadelphia; the NIMH Mood and Anxiety Disorders Program, Bethesda, Md.; the Center for Applied Genomics, Children’s Hospital of Philadelphia; and the Philadelphia Veterans Administration Medical Center, Philadelphia.
Daniel S. Pine, M.D.
From the Departments of Psychiatry, of Biostatistics and Epidemiology, of Radiology, and of Pediatrics, Perelman School of Medicine, University of Pennsylvania, Philadelphia; the NIMH Mood and Anxiety Disorders Program, Bethesda, Md.; the Center for Applied Genomics, Children’s Hospital of Philadelphia; and the Philadelphia Veterans Administration Medical Center, Philadelphia.
Russell T. Shinohara, Ph.D.
From the Departments of Psychiatry, of Biostatistics and Epidemiology, of Radiology, and of Pediatrics, Perelman School of Medicine, University of Pennsylvania, Philadelphia; the NIMH Mood and Anxiety Disorders Program, Bethesda, Md.; the Center for Applied Genomics, Children’s Hospital of Philadelphia; and the Philadelphia Veterans Administration Medical Center, Philadelphia.
Hakon Hakonarson, M.D., Ph.D.
From the Departments of Psychiatry, of Biostatistics and Epidemiology, of Radiology, and of Pediatrics, Perelman School of Medicine, University of Pennsylvania, Philadelphia; the NIMH Mood and Anxiety Disorders Program, Bethesda, Md.; the Center for Applied Genomics, Children’s Hospital of Philadelphia; and the Philadelphia Veterans Administration Medical Center, Philadelphia.
Ruben C. Gur, Ph.D.
From the Departments of Psychiatry, of Biostatistics and Epidemiology, of Radiology, and of Pediatrics, Perelman School of Medicine, University of Pennsylvania, Philadelphia; the NIMH Mood and Anxiety Disorders Program, Bethesda, Md.; the Center for Applied Genomics, Children’s Hospital of Philadelphia; and the Philadelphia Veterans Administration Medical Center, Philadelphia.
Raquel E. Gur, M.D., Ph.D.
From the Departments of Psychiatry, of Biostatistics and Epidemiology, of Radiology, and of Pediatrics, Perelman School of Medicine, University of Pennsylvania, Philadelphia; the NIMH Mood and Anxiety Disorders Program, Bethesda, Md.; the Center for Applied Genomics, Children’s Hospital of Philadelphia; and the Philadelphia Veterans Administration Medical Center, Philadelphia.
Theodore D. Satterthwaite, M.D., M.A.
From the Departments of Psychiatry, of Biostatistics and Epidemiology, of Radiology, and of Pediatrics, Perelman School of Medicine, University of Pennsylvania, Philadelphia; the NIMH Mood and Anxiety Disorders Program, Bethesda, Md.; the Center for Applied Genomics, Children’s Hospital of Philadelphia; and the Philadelphia Veterans Administration Medical Center, Philadelphia.

Notes

Address correspondence to Dr. Satterthwaite ([email protected]).
Presented at the 2015 annual meeting of the Society of Biological Psychiatry, Toronto, May 14–16, 2015.

Funding Information

National Institute of Mental Health10.13039/100000025: P50MH096891, K01MH102609, K08MH079364, K23MH098130, MH089924, MH089983, R01MH101111, T32MH065218
National Institute of Neurological Disorders and Stroke10.13039/100000065: R01NS085211
Supported by NIMH RC2 grants MH089983, MH089924, and P50MH096891. Support for developing statistical analyses was provided by a seed grant from the Center for Biomedical Computing and Image Analysis at the University of Pennsylvania to Dr. Satterthwaite, Dr. Shinohara, and Mr. Vandekar. Additional support was provided by grants K23MH098130 and R01MH107703 to Dr. Satterthwaite, R01MH101111 to Dr. Wolf, K01MH102609 to Dr. Roalf, K08MH079364 to Dr. Calkins, R01NS085211 to Dr. Shinohara, T32MH065218 to Mr. Vandekar, and by the Dowshen Program for Neuroscience.Dr. Shinohara has received consulting fees from Hoffmann-La Roche. Dr. Ruben C. Gur has received royalties from the Brain Resource Centre. Dr. Raquel E. Gur has served on an advisory board for Otsuka. All other authors report no financial relationships with commercial interests.

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