TY - JOUR
T1 - Impact of Childhood Trauma on Executive Function in Adolescence—Mediating Functional Brain Networks and Prediction of High-Risk Drinking
AU - Silveira, Sarita
AU - Shah, Rutvik
AU - Nooner, Kate B.
AU - Nagel, Bonnie J.
AU - Tapert, Susan F.
AU - de Bellis, Michael D.
AU - Mishra, Jyoti
N1 - Funding Information:
Project funding was provided by the University of California San Diego School of Medicine (to JM) and the German National Academy of Sciences Leopoldina Fellowship Grant No. LPDS 2017-09 (to SS). Reported data were obtained from the multisite National Consortium on Alcohol and Neurodevelopment in Adolescence (NCANDA) study, which is supported by the U.S. National Institute on Alcohol Abuse and Alcoholism with cofunding from the National Institute on Drug Abuse, the National Institute of Mental Health , and the National Institute of Child Health and Human Development (Grant Nos. AA021697 [to Adolf Pfefferbaum and Kilian M. Pohl], AA021695 [to Susan F. Tapert and Sandra A. Brown], AA021692 [to Susan F. Tapert], AA021696 [to Fiona C. Baker and Ian M. Colrain], AA021681 [to Michael D. de Bellis], AA021690 [to Duncan B. Clark], and AA021691 [to Bonnie J. Nagel]).
Publisher Copyright:
© 2020 Society of Biological Psychiatry
PY - 2020/5
Y1 - 2020/5
N2 - 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.
AB - 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.
KW - Adolescence
KW - Binge drinking
KW - Brain networks
KW - Childhood trauma
KW - Development
KW - Executive function
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U2 - 10.1016/j.bpsc.2020.01.011
DO - 10.1016/j.bpsc.2020.01.011
M3 - Article
C2 - 32299789
AN - SCOPUS:85083113429
SN - 2451-9022
VL - 5
SP - 499
EP - 509
JO - Biological Psychiatry: Cognitive Neuroscience and Neuroimaging
JF - Biological Psychiatry: Cognitive Neuroscience and Neuroimaging
IS - 5
ER -