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Impact of Childhood Trauma on Executive Function in Adolescence-Mediating Functional Brain Networks and Prediction of High-Risk Drinking.

Publication ,  Journal Article
Silveira, S; Shah, R; Nooner, KB; Nagel, BJ; Tapert, SF; de Bellis, MD; Mishra, J
Published in: Biol Psychiatry Cogn Neurosci Neuroimaging
May 2020

BACKGROUND: Childhood trauma is known to impart risk for several adverse life outcomes. Yet, its impact during adolescent development is not well understood. We aimed to investigate the relationships among childhood trauma, functional brain connectivity, executive dysfunction (ED), and the development of high-risk drinking in adolescence. METHODS: Data from the National Consortium on Alcohol and Neurodevelopment in Adolescence (sample size = 392, 55% female) cohort were used. This included resting-state functional magnetic resonance imaging at baseline, childhood trauma and ED self-reports, and detailed interviews on alcohol and substance use collected at baseline and at 4 annual follow-ups. We used longitudinal regression analyses to confirm the relationship between childhood trauma and ED, identified the mediating functional brain network hubs, and used these linkages to predict future high-risk drinking in adolescence. RESULTS: Childhood trauma severity was significantly related to ED in all years. At baseline, distributed functional connectivity from hub regions in the bilateral dorsal anterior cingulate cortex, right anterior insula, right intraparietal sulcus, and bilateral pre- and postcentral gyri mediated the relationship between childhood trauma and ED. Furthermore, high-risk drinking in follow-up years 1-4 could be predicted with high accuracy from the trauma-affected functional brain networks that mediated ED at baseline, together with age, childhood trauma severity, and extent of ED. DISCUSSION: Functional brain networks, particularly from hub regions important for cognitive and sensorimotor control, explain the relationship between childhood trauma and ED and are important for predicting future high-risk drinking. These findings are relevant for the prognosis of alcohol use disorders.

Duke Scholars

Published In

Biol Psychiatry Cogn Neurosci Neuroimaging

DOI

EISSN

2451-9030

Publication Date

May 2020

Volume

5

Issue

5

Start / End Page

499 / 509

Location

United States

Related Subject Headings

  • Male
  • Magnetic Resonance Imaging
  • Humans
  • Female
  • Executive Function
  • Child
  • Brain
  • Alcoholism
  • Alcohol Drinking
  • Adolescent
 

Citation

APA
Chicago
ICMJE
MLA
NLM
Silveira, S., Shah, R., Nooner, K. B., Nagel, B. J., Tapert, S. F., de Bellis, M. D., & Mishra, J. (2020). Impact of Childhood Trauma on Executive Function in Adolescence-Mediating Functional Brain Networks and Prediction of High-Risk Drinking. Biol Psychiatry Cogn Neurosci Neuroimaging, 5(5), 499–509. https://doi.org/10.1016/j.bpsc.2020.01.011
Silveira, Sarita, Rutvik Shah, Kate B. Nooner, Bonnie J. Nagel, Susan F. Tapert, Michael D. de Bellis, and Jyoti Mishra. “Impact of Childhood Trauma on Executive Function in Adolescence-Mediating Functional Brain Networks and Prediction of High-Risk Drinking.Biol Psychiatry Cogn Neurosci Neuroimaging 5, no. 5 (May 2020): 499–509. https://doi.org/10.1016/j.bpsc.2020.01.011.
Silveira S, Shah R, Nooner KB, Nagel BJ, Tapert SF, de Bellis MD, et al. Impact of Childhood Trauma on Executive Function in Adolescence-Mediating Functional Brain Networks and Prediction of High-Risk Drinking. Biol Psychiatry Cogn Neurosci Neuroimaging. 2020 May;5(5):499–509.
Silveira, Sarita, et al. “Impact of Childhood Trauma on Executive Function in Adolescence-Mediating Functional Brain Networks and Prediction of High-Risk Drinking.Biol Psychiatry Cogn Neurosci Neuroimaging, vol. 5, no. 5, May 2020, pp. 499–509. Pubmed, doi:10.1016/j.bpsc.2020.01.011.
Silveira S, Shah R, Nooner KB, Nagel BJ, Tapert SF, de Bellis MD, Mishra J. Impact of Childhood Trauma on Executive Function in Adolescence-Mediating Functional Brain Networks and Prediction of High-Risk Drinking. Biol Psychiatry Cogn Neurosci Neuroimaging. 2020 May;5(5):499–509.

Published In

Biol Psychiatry Cogn Neurosci Neuroimaging

DOI

EISSN

2451-9030

Publication Date

May 2020

Volume

5

Issue

5

Start / End Page

499 / 509

Location

United States

Related Subject Headings

  • Male
  • Magnetic Resonance Imaging
  • Humans
  • Female
  • Executive Function
  • Child
  • Brain
  • Alcoholism
  • Alcohol Drinking
  • Adolescent