Literature DB >> 35248999

Developmental and etiological patterns of substance use from adolescence to middle age: A longitudinal twin study.

Stephanie M Zellers1, William G Iacono2, Matt McGue2, Scott Vrieze2.   

Abstract

BACKGROUND: The common liability to addiction framework suggests the tendency to use substances is largely a general heritable liability, but little is known about how expression of liability varies across development. We evaluated average developmental trajectories and covariation underlying commonly used substances using a genetically informative prospective design spanning three decades.
METHODS: Using a sample of 3762 twins across seven waves of assessment spanning ages 14-40, we modeled these relationships using two complementary approaches: piecewise latent growth and common factor modeling on four measures of alcohol, tobacco, and marijuana use
RESULTS: Average use increased across adolescence and either stabilized (alcohol frequency) or declined (all others) in adulthood. Trajectories were heritable (~.35-.75), and genetically correlated with one another (~.40-.80). The random intercepts, centered at age 16, exhibited shared environmental correlations across substances. We found moderate to large phenotypic (rp~.3-.9) and genetic correlations (rg~.3-1) among the longitudinally varying common factors loading on use of each substance at each age. The factor loadings declined with age, reflecting waning influence of common etiology in substance use.
CONCLUSIONS: Trajectories of substance use were strongly correlated with each other and influenced primarily by genetic and non-shared environment. A heritable common factor accounted for co-occurring substance use from mid-adolescence to mid-adulthood, and greater substance specificity emerged with maturation. These results extend and reinforce prior work examining consumption and problem use, providing new evidence over a broad age range showing that substance use behaviors are influenced by a more general liability in adolescence and specificity increases across development.
Copyright © 2022 Elsevier B.V. All rights reserved.

Entities:  

Keywords:  Alcohol; Common factor model; Heritability; Latent growth model; Marijuana; Tobacco

Mesh:

Year:  2022        PMID: 35248999      PMCID: PMC8957537          DOI: 10.1016/j.drugalcdep.2022.109378

Source DB:  PubMed          Journal:  Drug Alcohol Depend        ISSN: 0376-8716            Impact factor:   4.492


  31 in total

1.  Gene-environment interaction in patterns of adolescent drinking: regional residency moderates longitudinal influences on alcohol use.

Authors:  R J Rose; D M Dick; R J Viken; J Kaprio
Journal:  Alcohol Clin Exp Res       Date:  2001-05       Impact factor: 3.455

Review 2.  Model selection and psychological theory: a discussion of the differences between the Akaike information criterion (AIC) and the Bayesian information criterion (BIC).

Authors:  Scott I Vrieze
Journal:  Psychol Methods       Date:  2012-02-06

3.  Changing environmental influences on substance use across development.

Authors:  Danielle M Dick; Jason L Pagan; Richard Viken; Shaun Purcell; Jaakko Kaprio; Lea Pulkkinen; Richard J Rose
Journal:  Twin Res Hum Genet       Date:  2007-04       Impact factor: 1.587

Review 4.  Common liability to addiction and "gateway hypothesis": theoretical, empirical and evolutionary perspective.

Authors:  Michael M Vanyukov; Ralph E Tarter; Galina P Kirillova; Levent Kirisci; Maureen D Reynolds; Mary Jeanne Kreek; Kevin P Conway; Brion S Maher; William G Iacono; Laura Bierut; Michael C Neale; Duncan B Clark; Ty A Ridenour
Journal:  Drug Alcohol Depend       Date:  2012-01-18       Impact factor: 4.492

5.  Developmental trajectories of substance use from early adolescence to young adulthood: gender and racial/ethnic differences.

Authors:  Pan Chen; Kristen C Jacobson
Journal:  J Adolesc Health       Date:  2011-07-13       Impact factor: 5.012

6.  Age of initiation and substance use progression: A multivariate latent growth analysis.

Authors:  Leah S Richmond-Rakerd; Wendy S Slutske; Phillip K Wood
Journal:  Psychol Addict Behav       Date:  2017-08-14

7.  Shifting Age of Peak Binge Drinking Prevalence: Historical Changes in Normative Trajectories Among Young Adults Aged 18 to 30.

Authors:  Megan E Patrick; Yvonne M Terry-McElrath; Stephanie T Lanza; Justin Jager; John E Schulenberg; Patrick M O'Malley
Journal:  Alcohol Clin Exp Res       Date:  2019-01-15       Impact factor: 3.455

8.  Behavioral disinhibition: liability for externalizing spectrum disorders and its genetic and environmental relation to response inhibition across adolescence.

Authors:  Susan E Young; Naomi P Friedman; Akira Miyake; Erik G Willcutt; Robin P Corley; Brett C Haberstick; John K Hewitt
Journal:  J Abnorm Psychol       Date:  2009-02

Review 9.  The adolescent origins of substance use disorders: a behavioral genetic perspective.

Authors:  Matt McGue; Dan Irons; William G Iacono
Journal:  Nebr Symp Motiv       Date:  2014

10.  Key Subgroup Differences in Age-Related Change From 18 to 55 in Alcohol and Marijuana Use: U.S. National Data.

Authors:  Megan E Patrick; Deborah D Kloska; Christopher J Mehus; Yvonne Terry-McElrath; Patrick M O'Malley; John E Schulenberg
Journal:  J Stud Alcohol Drugs       Date:  2021-01       Impact factor: 3.346

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