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Is (poly-) substance use associated with impaired inhibitory control? A mega-analysis controlling for confounders

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Date
10/2019
Author
Liu, Yang
van den Wildenberg, Wery P.M.
de Graaf, Ysanne
Ames, Susan L.
Baldacchino, Alexander
Bø, Ragnhild
Cadaveira, Fernando
Campanella, Salvatore
Christiansen, Paul
Claus, Eric D.
Colzato, Lorenzo S.
Filbey, Francesca M.
Foxe, John J.
Garavan, Hugh
Hendershot, Christian S.
Hester, Robert
Jester, Jennifer M.
Karoly, Hollis C.
Kräplin, Anja
Kreusch, Fanny
Landrø, Nils Inge
Littel, Marianne
Steins-Löber, Sabine
London, Edythe D.
López-Caneda, Eduardo
Lubman, Dan I.
Luijten, Maartje
Marczinski, Cecile A.
Metrik, Jane
Montgomery, Catharine
Papachristou, Harilaos
Park, Su Mi
Paz, Andres L.
Petit, Géraldine
Prisciandaro, James J.
Quednow, Boris B.
Ray, Lara A.
Roberts, Carl A.
Roberts, Gloria M.P.
de Ruiter, Michael B.
Rupp, Claudia I.
Steele, Vaughn R.
Sun, Delin
Takagi, Michael
Tapert, Susan F.
van Holst, Ruth J.
Verdejo-Garcia, Antonio
Vonmoos, Matthias
Wojnar, Marcin
Yao, Yuanwei
Yücel, Murat
Zack, Martin
Zucker, Robert A.
Huizenga, Hilda M.
Wiers, Reinout W.
Keywords
Polysubstance use
Response inhibition
Stop-signal task
Go/No-Go task
Mega-analysis
RA0421 Public health. Hygiene. Preventive Medicine
RC0321 Neuroscience. Biological psychiatry. Neuropsychiatry
3rd-DAS
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Abstract
Many studies have reported that heavy substance use is associated with impaired response inhibition. Studies typically focused on associations with a single substance, while polysubstance use is common. Further, most studies compared heavy users with light/non-users, though substance use occurs along a continuum. The current mega-analysis accounted for these issues by aggregating individual data from 43 studies (3610 adult participants) that used the Go/No-Go (GNG) or Stop-signal task (SST) to assess inhibition among mostly “recreational” substance users (i.e., the rate of substance use disorders was low). Main and interaction effects of substance use, demographics, and task-characteristics were entered in a linear mixed model. Contrary to many studies and reviews in the field, we found that only lifetime cannabis use was associated with impaired response inhibition in the SST. An interaction effect was also observed: the relationship between tobacco use and response inhibition (in the SST) differed between cannabis users and non-users, with a negative association between tobacco use and inhibition in the cannabis non-users. In addition, participants’ age, education level, and some task characteristics influenced inhibition outcomes. Overall, we found limited support for impaired inhibition among substance users when controlling for demographics and task-characteristics.
Citation
Liu , Y , van den Wildenberg , W P M , de Graaf , Y , Ames , S L , Baldacchino , A , Bø , R , Cadaveira , F , Campanella , S , Christiansen , P , Claus , E D , Colzato , L S , Filbey , F M , Foxe , J J , Garavan , H , Hendershot , C S , Hester , R , Jester , J M , Karoly , H C , Kräplin , A , Kreusch , F , Landrø , N I , Littel , M , Steins-Löber , S , London , E D , López-Caneda , E , Lubman , D I , Luijten , M , Marczinski , C A , Metrik , J , Montgomery , C , Papachristou , H , Park , S M , Paz , A L , Petit , G , Prisciandaro , J J , Quednow , B B , Ray , L A , Roberts , C A , Roberts , G M P , de Ruiter , M B , Rupp , C I , Steele , V R , Sun , D , Takagi , M , Tapert , S F , van Holst , R J , Verdejo-Garcia , A , Vonmoos , M , Wojnar , M , Yao , Y , Yücel , M , Zack , M , Zucker , R A , Huizenga , H M & Wiers , R W 2019 , ' Is (poly-) substance use associated with impaired inhibitory control? A mega-analysis controlling for confounders ' , Neuroscience and Biobehavioral Reviews , vol. 105 , pp. 288-304 . https://doi.org/10.1016/j.neubiorev.2019.07.006
Publication
Neuroscience and Biobehavioral Reviews
Status
Peer reviewed
DOI
https://doi.org/10.1016/j.neubiorev.2019.07.006
ISSN
0149-7634
Type
Journal article
Rights
Copyright 2019 The Authors. Published by Elsevier Ltd. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/BY-NC-ND/4.0/).
Description
Yang Liu thanks the China scholarship council (CSC) (No. 201506990019) for fellowship support. HMH is supported by a VICI grant awarded by the Netherlands Organization of Scientific Research (NWO) [grant number 453-12-005]. MY was supported by a National Health and Medical Research Council of Australia Fellowship (#APP1117188) and the David Winston Turner Endowment Fund.
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  • University of St Andrews Research
URI
http://hdl.handle.net/10023/18425

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