TY - JOUR
T1 - Brain structure and problematic alcohol use
T2 - a test of plausible causation using latent causal variable analysis
AU - Hatoum, Alexander S.
AU - Johnson, Emma C.
AU - Agrawal, Arpana
AU - Bogdan, Ryan
N1 - Funding Information:
The Million Veterans Project summary statistics were accessed via dbGaP (phs001672.v1.p1) as part of #24,806: Neurobiological bases of psychiatric traits. The authors thank Million Veteran Program (MVP) staff, researchers, and volunteers, who have contributed to MVP, and especially participants who previously served their country in the military and now generously agreed to enroll in the study. (See https://www.research.va.gov/mvp/ for more details). The citation for MVP is Gaziano, J.M. et al. Million Veteran Program: A mega-biobank to study genetic influences on health and disease. J Clin Epidemiol 70, 214–23 (2016). This research is based on data from the Million Veteran Program, Office of Research and Development, Veterans Health Administration, and was supported by the Veterans Administration (VA) Cooperative Studies Program (CSP) award #G002. Data were also accessed via the Enhancing Neuro Imaging Genetics Through Meta-Analysis (ENIGMA) Consortium. More on ENIGMA can be found here: http://enigma.ini.usc.edu/ . Data are made available via the MASSIVE pipeline here: https://view.genoma.io/ .
Funding Information:
Authors received funding support from NIH: Dr. Hatoum (DA007261-17), Dr. Johnson (F32AA027435), Dr. Agrawal (MH109532 and K02DA032573), Dr. Bogdan (AG052564, AA027827, DA046224). ASH, ECJ, AA, and RB developed the research questions.
Publisher Copyright:
© 2021, The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature.
PY - 2021/12
Y1 - 2021/12
N2 - Associations between brain structure and problematic alcohol use may reflect alcohol-induced toxicity and/or preexisting risk. Here, we applied a latent causal variable approach to genome-wide association study summary statistics of problematic alcohol use (n = 435,563) and magnetic resonance imaging-derived brain structure phenotypes (e.g., cortical volume, cortical thickness, white matter volume; ns ranging from 17,706 to 51,665) to test whether variability in brain structure may plausibly contribute to problematic alcohol use and/or whether problematic alcohol use influences brain structure. After correction for multiple testing within each modality, we find evidence that greater volume of the pars opercularis, greater thickness of the cuneus, and lower volume of the basal forebrain may plausibly contribute to problematic alcohol use. All other nominally-significant associations identify brain structure as a potential causal contributor to problematic alcohol use; there was no evidence suggesting that problematic alcohol use may cause differences in brain structure. Collectively, these results challenge common interpretations that associations between alcohol use and brain structure reflect consequences of alcohol, instead supporting emerging work suggesting that brain structure may reflect a predispositional risk factor for alcohol involvement.
AB - Associations between brain structure and problematic alcohol use may reflect alcohol-induced toxicity and/or preexisting risk. Here, we applied a latent causal variable approach to genome-wide association study summary statistics of problematic alcohol use (n = 435,563) and magnetic resonance imaging-derived brain structure phenotypes (e.g., cortical volume, cortical thickness, white matter volume; ns ranging from 17,706 to 51,665) to test whether variability in brain structure may plausibly contribute to problematic alcohol use and/or whether problematic alcohol use influences brain structure. After correction for multiple testing within each modality, we find evidence that greater volume of the pars opercularis, greater thickness of the cuneus, and lower volume of the basal forebrain may plausibly contribute to problematic alcohol use. All other nominally-significant associations identify brain structure as a potential causal contributor to problematic alcohol use; there was no evidence suggesting that problematic alcohol use may cause differences in brain structure. Collectively, these results challenge common interpretations that associations between alcohol use and brain structure reflect consequences of alcohol, instead supporting emerging work suggesting that brain structure may reflect a predispositional risk factor for alcohol involvement.
UR - http://www.scopus.com/inward/record.url?scp=85111024578&partnerID=8YFLogxK
U2 - 10.1007/s11682-021-00482-z
DO - 10.1007/s11682-021-00482-z
M3 - Article
C2 - 34287779
AN - SCOPUS:85111024578
SN - 1931-7557
VL - 15
SP - 2741
EP - 2745
JO - Brain Imaging and Behavior
JF - Brain Imaging and Behavior
IS - 6
ER -