Published March 19, 2024 | Version v1
Journal article Open

Early life stress and functional network topology in children

  • 1. Vanderbilt University
  • 2. University of Chicago
  • 3. University of Pennsylvania
  • 4. New York State Psychiatric Institute

Description

Brain networks are continuously modified throughout development, yet this plasticity can also make functional networks vulnerable to early life stress. Little is currently known about the effect of early life stress on the functional organization of the brain. The current study investigated the association between environmental stressors and network topology using data from the Adolescent Brain Cognitive DevelopmentSM (ABCD®) Study. Hierarchical modeling identified a general factor of environmental stress, representing the common variance across multiple stressors, as well as four subfactors including familial dynamics, interpersonal support, neighborhood SES deprivation, and urbanicity. Functional network topology metrics were obtained using graph theory at rest and during tasks of reward processing, inhibition, and affective working memory. The general factor of environmental stress was associated with less specialization of networks, represented by lower modularity at rest. Local metrics indicated that general environmental stress was also associated with less efficiency in the subcortical-cerebellar and visual networks while showing greater efficiency in the default mode network at rest. Subfactors of environmental stress were associated with differences in specialization and efficiency in select networks. The current study illustrates that a wide range of stressors in a child's environment are associated with differences in brain network topology.

Data availability

ABCD Study data are available through the National Institute of Mental Health Data Archive (https://nda.nih.gov/abcd). The code and wiki for the analytic procedures can be found on GitHub.

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Additional details

Identifiers

DOI
10.1016/j.dcn.2024.101367
Other
oai:uchicago.tind.io:11442

Funding

National Institute of Mental Health
R01MH117014
National Institute of Mental Health
R00MH117274
National Institute of Mental Health
T32-MH18921
Brain & Behavior Research Foundation
NARSAD Young Investigator Grant
Sloan
Research Fellowship
American Psychological Foundation
David H. and Beverly A. Barlow Grant
National Science Foundation
NSF-S&CC 1952050
Lifespan Brain Institute, University of Pennsylvania
Children's Hospital of Philadelphia
National Science Foundation
Graduate Research Fellowship Program

UChicago Information

Division(s)
Social Sciences Division
Department(s)
Psychology
Center(s) or Institute(s)
Neuroscience Institute