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Abstract

Objective:

Anhedonia is central to multiple psychiatric disorders and causes substantial disability. A dimensional conceptualization posits that anhedonia severity is related to a transdiagnostic continuum of reward deficits in specific neural networks. Previous functional connectivity studies related to anhedonia have focused on case-control comparisons in specific disorders, using region-specific seed-based analyses. Here, the authors explore the entire functional connectome in relation to reward responsivity across a population of adults with heterogeneous psychopathology.

Method:

In a sample of 225 adults from five diagnostic groups (major depressive disorder, N=32; bipolar disorder, N=50; schizophrenia, N=51; psychosis risk, N=39; and healthy control subjects, N=53), the authors conducted a connectome-wide analysis examining the relationship between a dimensional measure of reward responsivity (the reward sensitivity subscale of the Behavioral Activation Scale) and resting-state functional connectivity using multivariate distance-based matrix regression.

Results:

The authors identified foci of dysconnectivity associated with reward responsivity in the nucleus accumbens, the default mode network, and the cingulo-opercular network. Follow-up analyses revealed dysconnectivity among specific large-scale functional networks and their connectivity with the nucleus accumbens. Reward deficits were associated with decreased connectivity between the nucleus accumbens and the default mode network and increased connectivity between the nucleus accumbens and the cingulo-opercular network. In addition, impaired reward responsivity was associated with default mode network hyperconnectivity and diminished connectivity between the default mode network and the cingulo-opercular network.

Conclusions:

These results emphasize the centrality of the nucleus accumbens in the pathophysiology of reward deficits and suggest that dissociable patterns of connectivity among large-scale networks are critical to the neurobiology of reward dysfunction across clinical diagnostic categories.

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Information & Authors

Information

Published In

Go to American Journal of Psychiatry
Go to American Journal of Psychiatry
American Journal of Psychiatry
Pages: 657 - 666
PubMed: 28135847

History

Received: 8 July 2016
Revision received: 23 September 2016
Accepted: 3 November 2016
Published online: 31 January 2017
Published in print: July 01, 2017

Keywords

  1. Anhedonia
  2. Reward
  3. Resting State fMRI
  4. Psychiatry

Authors

Details

Anup Sharma, M.D., Ph.D. [email protected]
From the Departments of Psychiatry, Psychology, Biostatistics and Epidemiology, Radiology, Bioengineering, Perelman School of Medicine, and the Department of Electrical and Systems Engineering, University of Pennsylvania, Philadelphia.
Daniel H. Wolf, M.D., Ph.D.
From the Departments of Psychiatry, Psychology, Biostatistics and Epidemiology, Radiology, Bioengineering, Perelman School of Medicine, and the Department of Electrical and Systems Engineering, University of Pennsylvania, Philadelphia.
Rastko Ciric, B.A.
From the Departments of Psychiatry, Psychology, Biostatistics and Epidemiology, Radiology, Bioengineering, Perelman School of Medicine, and the Department of Electrical and Systems Engineering, University of Pennsylvania, Philadelphia.
Joseph W. Kable, Ph.D.
From the Departments of Psychiatry, Psychology, Biostatistics and Epidemiology, Radiology, Bioengineering, Perelman School of Medicine, and the Department of Electrical and Systems Engineering, University of Pennsylvania, Philadelphia.
Tyler M. Moore, Ph.D.
From the Departments of Psychiatry, Psychology, Biostatistics and Epidemiology, Radiology, Bioengineering, Perelman School of Medicine, and the Department of Electrical and Systems Engineering, University of Pennsylvania, Philadelphia.
Simon N. Vandekar, B.S.
From the Departments of Psychiatry, Psychology, Biostatistics and Epidemiology, Radiology, Bioengineering, Perelman School of Medicine, and the Department of Electrical and Systems Engineering, University of Pennsylvania, Philadelphia.
Natalie Katchmar, B.S.
From the Departments of Psychiatry, Psychology, Biostatistics and Epidemiology, Radiology, Bioengineering, Perelman School of Medicine, and the Department of Electrical and Systems Engineering, University of Pennsylvania, Philadelphia.
Aylin Daldal, B.A.
From the Departments of Psychiatry, Psychology, Biostatistics and Epidemiology, Radiology, Bioengineering, Perelman School of Medicine, and the Department of Electrical and Systems Engineering, University of Pennsylvania, Philadelphia.
Kosha Ruparel, M.S.E.
From the Departments of Psychiatry, Psychology, Biostatistics and Epidemiology, Radiology, Bioengineering, Perelman School of Medicine, and the Department of Electrical and Systems Engineering, University of Pennsylvania, Philadelphia.
Christos Davatzikos, Ph.D.
From the Departments of Psychiatry, Psychology, Biostatistics and Epidemiology, Radiology, Bioengineering, Perelman School of Medicine, and the Department of Electrical and Systems Engineering, University of Pennsylvania, Philadelphia.
Mark A. Elliott, Ph.D.
From the Departments of Psychiatry, Psychology, Biostatistics and Epidemiology, Radiology, Bioengineering, Perelman School of Medicine, and the Department of Electrical and Systems Engineering, University of Pennsylvania, Philadelphia.
Monica E. Calkins, Ph.D.
From the Departments of Psychiatry, Psychology, Biostatistics and Epidemiology, Radiology, Bioengineering, Perelman School of Medicine, and the Department of Electrical and Systems Engineering, University of Pennsylvania, Philadelphia.
Russell T. Shinohara, Ph.D.
From the Departments of Psychiatry, Psychology, Biostatistics and Epidemiology, Radiology, Bioengineering, Perelman School of Medicine, and the Department of Electrical and Systems Engineering, University of Pennsylvania, Philadelphia.
Danielle S. Bassett, Ph.D.
From the Departments of Psychiatry, Psychology, Biostatistics and Epidemiology, Radiology, Bioengineering, Perelman School of Medicine, and the Department of Electrical and Systems Engineering, University of Pennsylvania, Philadelphia.
Theodore D. Satterthwaite, M.D., M.A.
From the Departments of Psychiatry, Psychology, Biostatistics and Epidemiology, Radiology, Bioengineering, Perelman School of Medicine, and the Department of Electrical and Systems Engineering, University of Pennsylvania, Philadelphia.

Notes

Address correspondence to Dr. Sharma ([email protected]).
Presented at the 2016 annual meeting of the Society of Biological Psychiatry, Atlanta, May 12–15, 2016.

Author Contributions

Drs. Sharma and Wolf contributed equally as first authors.

Competing Interests

Dr. Shinohara has received consulting fees from Genentech/Roche. The other authors report no financial relationships with commercial interests.

Funding Information

National Institute of Mental Health10.13039/100000025: K23MH085096, K23MH098130, R01MH101111, R01MH107703, T32MH19112-25
Supported by NIH grants K23MH098130 and R01MH107703 to Dr. Satterthwaite, R01MH101111 and K23MH085096 to Dr. Wolf and T32MH19112-25 to Dr. Sharma. Additional support was provided by grants R01NS085211 to Dr. Shinohara, R01 EB022573-02 to Dr. Davatzikos, T32MH065218-11 to Mr. Vandekar, and R21MH106799 to Drs. Bassett and Satterthwaite. Dr. Bassett further acknowledges support from the John D. and Catherine T. MacArthur Foundation, the Alfred P. Sloan Foundation, and the National Institute of Child Health and Human Development (grant 1R01HD086888-01).

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