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Predicting development of adolescent drinking behaviour from whole brain structure at 14 years of age

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Predicting development of adolescent drinking behaviour from whole brain structure at 14 years of age. / Kühn, Simone; Mascharek, Anna; Banaschewski, Tobias; Bodke, Arun; Bromberg, Uli; Büchel, Christian; Quinlan, Erin Burke; Desrivieres, Sylvane; Flor, Herta; Grigis, Antoine; Garavan, Hugh; Gowland, Penny A; Heinz, Andreas; Ittermann, Bernd; Martinot, Jean-Luc; Nees, Frauke; Papadopoulos Orfanos, Dimitri; Paus, Tomas; Poustka, Luise; Millenet, Sabina; Fröhner, Juliane H; Smolka, Michael N; Walter, Henrik; Whelan, Robert; Schumann, Gunter; Lindenberger, Ulman; Gallinat, Jürgen; IMAGEN Consortium.

in: ELIFE, Jahrgang 8, 02.07.2019.

Publikationen: SCORING: Beitrag in Fachzeitschrift/Zeitung › SCORING: Zeitschriftenaufsatz › Forschung › Begutachtung

Harvard

Kühn, S, Mascharek, A, Banaschewski, T, Bodke, A, Bromberg, U, Büchel, C, Quinlan, EB, Desrivieres, S, Flor, H, Grigis, A, Garavan, H, Gowland, PA, Heinz, A, Ittermann, B, Martinot, J-L, Nees, F, Papadopoulos Orfanos, D, Paus, T, Poustka, L, Millenet, S, Fröhner, JH, Smolka, MN, Walter, H, Whelan, R, Schumann, G, Lindenberger, U, Gallinat, J & IMAGEN Consortium 2019, 'Predicting development of adolescent drinking behaviour from whole brain structure at 14 years of age', ELIFE, Jg. 8. https://doi.org/10.7554/eLife.44056

APA

Kühn, S., Mascharek, A., Banaschewski, T., Bodke, A., Bromberg, U., Büchel, C., Quinlan, E. B., Desrivieres, S., Flor, H., Grigis, A., Garavan, H., Gowland, P. A., Heinz, A., Ittermann, B., Martinot, J-L., Nees, F., Papadopoulos Orfanos, D., Paus, T., Poustka, L., ... IMAGEN Consortium (2019). Predicting development of adolescent drinking behaviour from whole brain structure at 14 years of age. ELIFE, 8. https://doi.org/10.7554/eLife.44056

Vancouver

Kühn S, Mascharek A, Banaschewski T, Bodke A, Bromberg U, Büchel C et al. Predicting development of adolescent drinking behaviour from whole brain structure at 14 years of age. ELIFE. 2019 Jul 2;8. https://doi.org/10.7554/eLife.44056

Bibtex

@article{f60242631b914d56aca7ebe84f06d4c7,
title = "Predicting development of adolescent drinking behaviour from whole brain structure at 14 years of age",
abstract = "Adolescence is a common time for initiation of alcohol use and development of alcohol use disorders. The present study investigates neuroanatomical predictors for trajectories of future alcohol use based on a novel voxel-wise whole-brain structural equation modeling framework. In 1814 healthy adolescents of the IMAGEN sample, the Alcohol Use Disorder Identification Test (AUDIT) was acquired at three measurement occasions across five years. Based on a two-part latent growth curve model, we conducted whole-brain analyses on structural MRI data at age 14, predicting change in alcohol use score over time. Higher grey-matter volumes in the caudate nucleus and the left cerebellum at age 14 years were predictive of stronger increase in alcohol use score over 5 years. The study is the first to demonstrate the feasibility of running separate voxel-wise structural equation models thereby opening new avenues for data analysis in brain imaging.",
author = "Simone K{\"u}hn and Anna Mascharek and Tobias Banaschewski and Arun Bodke and Uli Bromberg and Christian B{\"u}chel and Quinlan, {Erin Burke} and Sylvane Desrivieres and Herta Flor and Antoine Grigis and Hugh Garavan and Gowland, {Penny A} and Andreas Heinz and Bernd Ittermann and Jean-Luc Martinot and Frauke Nees and {Papadopoulos Orfanos}, Dimitri and Tomas Paus and Luise Poustka and Sabina Millenet and Fr{\"o}hner, {Juliane H} and Smolka, {Michael N} and Henrik Walter and Robert Whelan and Gunter Schumann and Ulman Lindenberger and J{\"u}rgen Gallinat and {IMAGEN Consortium}",
note = "{\textcopyright} 2019, K{\"u}hn et al.",
year = "2019",
month = jul,
day = "2",
doi = "10.7554/eLife.44056",
language = "English",
volume = "8",
journal = "ELIFE",
issn = "2050-084X",
publisher = "eLife Sciences Publications",

}

RIS

TY - JOUR

T1 - Predicting development of adolescent drinking behaviour from whole brain structure at 14 years of age

AU - Kühn, Simone

AU - Mascharek, Anna

AU - Banaschewski, Tobias

AU - Bodke, Arun

AU - Bromberg, Uli

AU - Büchel, Christian

AU - Quinlan, Erin Burke

AU - Desrivieres, Sylvane

AU - Flor, Herta

AU - Grigis, Antoine

AU - Garavan, Hugh

AU - Gowland, Penny A

AU - Heinz, Andreas

AU - Ittermann, Bernd

AU - Martinot, Jean-Luc

AU - Nees, Frauke

AU - Papadopoulos Orfanos, Dimitri

AU - Paus, Tomas

AU - Poustka, Luise

AU - Millenet, Sabina

AU - Fröhner, Juliane H

AU - Smolka, Michael N

AU - Walter, Henrik

AU - Whelan, Robert

AU - Schumann, Gunter

AU - Lindenberger, Ulman

AU - Gallinat, Jürgen

AU - IMAGEN Consortium

N1 - © 2019, Kühn et al.

PY - 2019/7/2

Y1 - 2019/7/2

N2 - Adolescence is a common time for initiation of alcohol use and development of alcohol use disorders. The present study investigates neuroanatomical predictors for trajectories of future alcohol use based on a novel voxel-wise whole-brain structural equation modeling framework. In 1814 healthy adolescents of the IMAGEN sample, the Alcohol Use Disorder Identification Test (AUDIT) was acquired at three measurement occasions across five years. Based on a two-part latent growth curve model, we conducted whole-brain analyses on structural MRI data at age 14, predicting change in alcohol use score over time. Higher grey-matter volumes in the caudate nucleus and the left cerebellum at age 14 years were predictive of stronger increase in alcohol use score over 5 years. The study is the first to demonstrate the feasibility of running separate voxel-wise structural equation models thereby opening new avenues for data analysis in brain imaging.

AB - Adolescence is a common time for initiation of alcohol use and development of alcohol use disorders. The present study investigates neuroanatomical predictors for trajectories of future alcohol use based on a novel voxel-wise whole-brain structural equation modeling framework. In 1814 healthy adolescents of the IMAGEN sample, the Alcohol Use Disorder Identification Test (AUDIT) was acquired at three measurement occasions across five years. Based on a two-part latent growth curve model, we conducted whole-brain analyses on structural MRI data at age 14, predicting change in alcohol use score over time. Higher grey-matter volumes in the caudate nucleus and the left cerebellum at age 14 years were predictive of stronger increase in alcohol use score over 5 years. The study is the first to demonstrate the feasibility of running separate voxel-wise structural equation models thereby opening new avenues for data analysis in brain imaging.

U2 - 10.7554/eLife.44056

DO - 10.7554/eLife.44056

M3 - SCORING: Journal article

C2 - 31262402

VL - 8

JO - ELIFE

JF - ELIFE

SN - 2050-084X

ER -