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Associations of delay discounting and drinking trajectories from ages 14 to 22

Background While drinking alcohol, one must choose between the immediate rewarding effects and the delayed reward of a healthier lifestyle. Individuals differ in their devaluation of a delayed reward based on the time required to receive it, i.e., delay discounting (DD). Previous studies have shown...

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Published in:Alcoholism, clinical and experimental research clinical and experimental research, 2022-04, Vol.46 (4), p.667-681
Main Authors: Fröhner, Juliane H., Ripke, Stephan, Jurk, Sarah, Li, Shu‐Chen, Banaschewski, Tobias, Bokde, Arun L.W., Quinlan, Erin Burke, Desrivières, Sylvane, Flor, Herta, Grigis, Antoine, Garavan, Hugh, Heinz, Andreas, Brühl, Rüdiger, Martinot, Jean‐Luc, Paillère Martinot, Marie‐Laure, Artiges, Eric, Nees, Frauke, Papadopoulos Orfanos, Dimitri, Poustka, Luise, Hohmann, Sarah, Walter, Henrik, Whelan, Robert, Schumann, Gunter, Smolka, Michael N.
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cites cdi_FETCH-LOGICAL-c5369-f32caab3e89f8bfdb3b2144ccb0ff4c71c05cd6065bd87008fe9b8b1228eaacc3
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container_title Alcoholism, clinical and experimental research
container_volume 46
creator Fröhner, Juliane H.
Ripke, Stephan
Jurk, Sarah
Li, Shu‐Chen
Banaschewski, Tobias
Bokde, Arun L.W.
Quinlan, Erin Burke
Desrivières, Sylvane
Flor, Herta
Grigis, Antoine
Garavan, Hugh
Heinz, Andreas
Brühl, Rüdiger
Martinot, Jean‐Luc
Paillère Martinot, Marie‐Laure
Artiges, Eric
Nees, Frauke
Papadopoulos Orfanos, Dimitri
Poustka, Luise
Hohmann, Sarah
Walter, Henrik
Whelan, Robert
Schumann, Gunter
Smolka, Michael N.
description Background While drinking alcohol, one must choose between the immediate rewarding effects and the delayed reward of a healthier lifestyle. Individuals differ in their devaluation of a delayed reward based on the time required to receive it, i.e., delay discounting (DD). Previous studies have shown that adolescents discount more steeply than adults and that steeper DD is associated with heavier alcohol use in both groups. Methods In a large‐scale longitudinal study, we investigated whether higher rates of DD are an antecedent or a consequence of alcohol use during adolescent development. As part of the IMAGEN project, 2220 adolescents completed the Monetary Choice Questionnaire as a DD measure, the Alcohol Use Disorders Identification Test, and the Timeline Follow Back interview at ages 14, 16, 18, and 22. Bivariate latent growth curve models were applied to investigate the relationship between DD and drinking. To explore the consequences of drinking, we computed the cumulative alcohol consumption and correlated it with the development of discounting. A subsample of 221 participants completed an intertemporal choice task (iTeCh) during functional magnetic resonance imaging at ages 14, 16, and 18. Repeated‐measures ANOVA was used to differentiate between high‐risk and low‐risk drinkers on the development of neural processing during intertemporal choices. Results Overall, high rates of DD at age 14 predicted a greater increase in drinking over 8 years. In contrast, on average, moderate alcohol use did not affect DD from ages 14 to 22. Of note, we found indicators for less brain activity in top‐down control areas during intertemporal choices in the participants who drank more. Conclusions Steep DD was shown to be a predictor rather than a consequence of alcohol use in low‐level drinking adolescents. Important considerations for future longitudinal studies are the sampling strategies to be used and the reliability of the assessments. In a longitudinal study, we investigated adolescents from age 14 to 22 to clarify whether drinking is a cause or a consequence of delay discounting (DD), both measured by questionnaires. A subsample completed a DD task during fMRI. Steeper DD at age 14 was associated with higher increase of drinking. Decision‐related signal in medial frontal gyrus (MFG) was higher in those who drank less initially, and insula signal was higher in those who showed less increase of drinking.
doi_str_mv 10.1111/acer.14799
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Individuals differ in their devaluation of a delayed reward based on the time required to receive it, i.e., delay discounting (DD). Previous studies have shown that adolescents discount more steeply than adults and that steeper DD is associated with heavier alcohol use in both groups. Methods In a large‐scale longitudinal study, we investigated whether higher rates of DD are an antecedent or a consequence of alcohol use during adolescent development. As part of the IMAGEN project, 2220 adolescents completed the Monetary Choice Questionnaire as a DD measure, the Alcohol Use Disorders Identification Test, and the Timeline Follow Back interview at ages 14, 16, 18, and 22. Bivariate latent growth curve models were applied to investigate the relationship between DD and drinking. To explore the consequences of drinking, we computed the cumulative alcohol consumption and correlated it with the development of discounting. A subsample of 221 participants completed an intertemporal choice task (iTeCh) during functional magnetic resonance imaging at ages 14, 16, and 18. Repeated‐measures ANOVA was used to differentiate between high‐risk and low‐risk drinkers on the development of neural processing during intertemporal choices. Results Overall, high rates of DD at age 14 predicted a greater increase in drinking over 8 years. In contrast, on average, moderate alcohol use did not affect DD from ages 14 to 22. Of note, we found indicators for less brain activity in top‐down control areas during intertemporal choices in the participants who drank more. Conclusions Steep DD was shown to be a predictor rather than a consequence of alcohol use in low‐level drinking adolescents. Important considerations for future longitudinal studies are the sampling strategies to be used and the reliability of the assessments. In a longitudinal study, we investigated adolescents from age 14 to 22 to clarify whether drinking is a cause or a consequence of delay discounting (DD), both measured by questionnaires. A subsample completed a DD task during fMRI. Steeper DD at age 14 was associated with higher increase of drinking. Decision‐related signal in medial frontal gyrus (MFG) was higher in those who drank less initially, and insula signal was higher in those who showed less increase of drinking.</description><identifier>ISSN: 0145-6008</identifier><identifier>EISSN: 1530-0277</identifier><identifier>DOI: 10.1111/acer.14799</identifier><identifier>PMID: 35257381</identifier><language>eng</language><publisher>England: Wiley Subscription Services, Inc</publisher><subject>adolescence ; Adolescent ; Adolescents ; Adult ; alcohol ; Alcohol use ; Alcoholism ; Brain mapping ; Child &amp; adolescent psychiatry ; Delay Discounting ; Drinking behavior ; Functional magnetic resonance imaging ; Human health and pathology ; Humans ; Information processing ; latent growth curve modeling ; Life Sciences ; longitudinal fMRI ; Longitudinal Studies ; Neuroimaging ; Neurons and Cognition ; Psychiatrics and mental health ; Reinforcement ; Reproducibility of Results ; Reward ; Santé publique et épidémiologie ; Teenagers ; Young Adult</subject><ispartof>Alcoholism, clinical and experimental research, 2022-04, Vol.46 (4), p.667-681</ispartof><rights>2022 The Authors. published by Wiley Periodicals LLC on behalf of Research Society on Alcoholism.</rights><rights>2022 The Authors. Alcoholism: Clinical &amp; Experimental Research published by Wiley Periodicals LLC on behalf of Research Society on Alcoholism.</rights><rights>2022. This article is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><rights>Distributed under a Creative Commons Attribution 4.0 International License</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c5369-f32caab3e89f8bfdb3b2144ccb0ff4c71c05cd6065bd87008fe9b8b1228eaacc3</citedby><cites>FETCH-LOGICAL-c5369-f32caab3e89f8bfdb3b2144ccb0ff4c71c05cd6065bd87008fe9b8b1228eaacc3</cites><orcidid>0000-0001-5398-5569</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>230,314,780,784,885,27924,27925</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/35257381$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink><backlink>$$Uhttps://hal.science/hal-04542938$$DView record in HAL$$Hfree_for_read</backlink></links><search><creatorcontrib>Fröhner, Juliane H.</creatorcontrib><creatorcontrib>Ripke, Stephan</creatorcontrib><creatorcontrib>Jurk, Sarah</creatorcontrib><creatorcontrib>Li, Shu‐Chen</creatorcontrib><creatorcontrib>Banaschewski, Tobias</creatorcontrib><creatorcontrib>Bokde, Arun L.W.</creatorcontrib><creatorcontrib>Quinlan, Erin Burke</creatorcontrib><creatorcontrib>Desrivières, Sylvane</creatorcontrib><creatorcontrib>Flor, Herta</creatorcontrib><creatorcontrib>Grigis, Antoine</creatorcontrib><creatorcontrib>Garavan, Hugh</creatorcontrib><creatorcontrib>Heinz, Andreas</creatorcontrib><creatorcontrib>Brühl, Rüdiger</creatorcontrib><creatorcontrib>Martinot, Jean‐Luc</creatorcontrib><creatorcontrib>Paillère Martinot, Marie‐Laure</creatorcontrib><creatorcontrib>Artiges, Eric</creatorcontrib><creatorcontrib>Nees, Frauke</creatorcontrib><creatorcontrib>Papadopoulos Orfanos, Dimitri</creatorcontrib><creatorcontrib>Poustka, Luise</creatorcontrib><creatorcontrib>Hohmann, Sarah</creatorcontrib><creatorcontrib>Walter, Henrik</creatorcontrib><creatorcontrib>Whelan, Robert</creatorcontrib><creatorcontrib>Schumann, Gunter</creatorcontrib><creatorcontrib>Smolka, Michael N.</creatorcontrib><creatorcontrib>IMAGEN Consortium</creatorcontrib><creatorcontrib>the IMAGEN Consortium</creatorcontrib><title>Associations of delay discounting and drinking trajectories from ages 14 to 22</title><title>Alcoholism, clinical and experimental research</title><addtitle>Alcohol Clin Exp Res</addtitle><description>Background While drinking alcohol, one must choose between the immediate rewarding effects and the delayed reward of a healthier lifestyle. Individuals differ in their devaluation of a delayed reward based on the time required to receive it, i.e., delay discounting (DD). Previous studies have shown that adolescents discount more steeply than adults and that steeper DD is associated with heavier alcohol use in both groups. Methods In a large‐scale longitudinal study, we investigated whether higher rates of DD are an antecedent or a consequence of alcohol use during adolescent development. As part of the IMAGEN project, 2220 adolescents completed the Monetary Choice Questionnaire as a DD measure, the Alcohol Use Disorders Identification Test, and the Timeline Follow Back interview at ages 14, 16, 18, and 22. Bivariate latent growth curve models were applied to investigate the relationship between DD and drinking. To explore the consequences of drinking, we computed the cumulative alcohol consumption and correlated it with the development of discounting. A subsample of 221 participants completed an intertemporal choice task (iTeCh) during functional magnetic resonance imaging at ages 14, 16, and 18. Repeated‐measures ANOVA was used to differentiate between high‐risk and low‐risk drinkers on the development of neural processing during intertemporal choices. Results Overall, high rates of DD at age 14 predicted a greater increase in drinking over 8 years. In contrast, on average, moderate alcohol use did not affect DD from ages 14 to 22. Of note, we found indicators for less brain activity in top‐down control areas during intertemporal choices in the participants who drank more. Conclusions Steep DD was shown to be a predictor rather than a consequence of alcohol use in low‐level drinking adolescents. Important considerations for future longitudinal studies are the sampling strategies to be used and the reliability of the assessments. 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Medical Complete (Alumni)</collection><collection>Hyper Article en Ligne (HAL)</collection><collection>Hyper Article en Ligne (HAL) (Open Access)</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Alcoholism, clinical and experimental research</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Fröhner, Juliane H.</au><au>Ripke, Stephan</au><au>Jurk, Sarah</au><au>Li, Shu‐Chen</au><au>Banaschewski, Tobias</au><au>Bokde, Arun L.W.</au><au>Quinlan, Erin Burke</au><au>Desrivières, Sylvane</au><au>Flor, Herta</au><au>Grigis, Antoine</au><au>Garavan, Hugh</au><au>Heinz, Andreas</au><au>Brühl, Rüdiger</au><au>Martinot, Jean‐Luc</au><au>Paillère Martinot, Marie‐Laure</au><au>Artiges, Eric</au><au>Nees, Frauke</au><au>Papadopoulos Orfanos, Dimitri</au><au>Poustka, Luise</au><au>Hohmann, Sarah</au><au>Walter, Henrik</au><au>Whelan, Robert</au><au>Schumann, Gunter</au><au>Smolka, Michael N.</au><aucorp>IMAGEN Consortium</aucorp><aucorp>the IMAGEN Consortium</aucorp><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Associations of delay discounting and drinking trajectories from ages 14 to 22</atitle><jtitle>Alcoholism, clinical and experimental research</jtitle><addtitle>Alcohol Clin Exp Res</addtitle><date>2022-04</date><risdate>2022</risdate><volume>46</volume><issue>4</issue><spage>667</spage><epage>681</epage><pages>667-681</pages><issn>0145-6008</issn><eissn>1530-0277</eissn><abstract>Background While drinking alcohol, one must choose between the immediate rewarding effects and the delayed reward of a healthier lifestyle. Individuals differ in their devaluation of a delayed reward based on the time required to receive it, i.e., delay discounting (DD). Previous studies have shown that adolescents discount more steeply than adults and that steeper DD is associated with heavier alcohol use in both groups. Methods In a large‐scale longitudinal study, we investigated whether higher rates of DD are an antecedent or a consequence of alcohol use during adolescent development. As part of the IMAGEN project, 2220 adolescents completed the Monetary Choice Questionnaire as a DD measure, the Alcohol Use Disorders Identification Test, and the Timeline Follow Back interview at ages 14, 16, 18, and 22. Bivariate latent growth curve models were applied to investigate the relationship between DD and drinking. To explore the consequences of drinking, we computed the cumulative alcohol consumption and correlated it with the development of discounting. A subsample of 221 participants completed an intertemporal choice task (iTeCh) during functional magnetic resonance imaging at ages 14, 16, and 18. Repeated‐measures ANOVA was used to differentiate between high‐risk and low‐risk drinkers on the development of neural processing during intertemporal choices. Results Overall, high rates of DD at age 14 predicted a greater increase in drinking over 8 years. In contrast, on average, moderate alcohol use did not affect DD from ages 14 to 22. Of note, we found indicators for less brain activity in top‐down control areas during intertemporal choices in the participants who drank more. Conclusions Steep DD was shown to be a predictor rather than a consequence of alcohol use in low‐level drinking adolescents. Important considerations for future longitudinal studies are the sampling strategies to be used and the reliability of the assessments. In a longitudinal study, we investigated adolescents from age 14 to 22 to clarify whether drinking is a cause or a consequence of delay discounting (DD), both measured by questionnaires. A subsample completed a DD task during fMRI. Steeper DD at age 14 was associated with higher increase of drinking. Decision‐related signal in medial frontal gyrus (MFG) was higher in those who drank less initially, and insula signal was higher in those who showed less increase of drinking.</abstract><cop>England</cop><pub>Wiley Subscription Services, Inc</pub><pmid>35257381</pmid><doi>10.1111/acer.14799</doi><tpages>15</tpages><orcidid>https://orcid.org/0000-0001-5398-5569</orcidid><oa>free_for_read</oa></addata></record>
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ispartof Alcoholism, clinical and experimental research, 2022-04, Vol.46 (4), p.667-681
issn 0145-6008
1530-0277
language eng
recordid cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_9018624
source Wiley-Blackwell Read & Publish Collection
subjects adolescence
Adolescent
Adolescents
Adult
alcohol
Alcohol use
Alcoholism
Brain mapping
Child & adolescent psychiatry
Delay Discounting
Drinking behavior
Functional magnetic resonance imaging
Human health and pathology
Humans
Information processing
latent growth curve modeling
Life Sciences
longitudinal fMRI
Longitudinal Studies
Neuroimaging
Neurons and Cognition
Psychiatrics and mental health
Reinforcement
Reproducibility of Results
Reward
Santé publique et épidémiologie
Teenagers
Young Adult
title Associations of delay discounting and drinking trajectories from ages 14 to 22
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