4.8 Article

Linked dimensions of psychopathology and connectivity in functional brain networks

Journal

NATURE COMMUNICATIONS
Volume 9, Issue -, Pages -

Publisher

NATURE PORTFOLIO
DOI: 10.1038/s41467-018-05317-y

Keywords

-

Funding

  1. National Institute of Mental Health [R01MH107703, R01MH112847, R21MH106799, R01MH107235, R01MH113550, R01EB022573, 2-R01-DC-009209-11, R01 - MH112847, R01-MH107235, R21-M MH-106799]
  2. Dowshen Program for Neuroscience
  3. John D. and Catherine T. MacArthur Foundation
  4. Alfred P. Sloan Foundation
  5. ISI Foundation
  6. Paul Allen Foundation
  7. Army Research Laboratory [W911NF-10-2-0022]
  8. Army Research Office [Bassett-W911NF-14-1-0679, Grafton-W911NF-16-1-0474, DCIST-W911NF-17-2-0181]
  9. Office of Naval Research
  10. National Institute of Child Health and Human Development [1R01HD086888-01]
  11. National Institute of Neurological Disorders and Stroke [R01 NS099348]
  12. National Science Foundation [BCS-1441502, BCS-1430087, NSF PHY-1554488, BCS-1631550]
  13. [MH089983]
  14. [MH089924]
  15. [P50MH096891]
  16. [R01MH101111]
  17. [K01MH102609]
  18. [K08MH079364]
  19. [R01NS085211]

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Neurobiological abnormalities associated with psychiatric disorders do not map well to existing diagnostic categories. High co-morbidity suggests dimensional circuit-level abnormalities that cross diagnoses. Here we seek to identify brain-based dimensions of psychopathology using sparse canonical correlation analysis in a sample of 663 youths. This analysis reveals correlated patterns of functional connectivity and psychiatric symptoms. We find that four dimensions of psychopathology - mood, psychosis, fear, and externalizing behavior - are associated (r = 0.68-0.71) with distinct patterns of connectivity. Loss of network segregation between the default mode network and executive networks emerges as a common feature across all dimensions. Connectivity linked to mood and psychosis becomes more prominent with development, and sex differences are present for connectivity related to mood and fear. Critically, findings largely replicate in an independent dataset (n = 336). These results delineate connectivity-guided dimensions of psychopathology that cross clinical diagnostic categories, which could serve as a foundation for developing network-based biomarkers in psychiatry.

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