Literature DB >> 30536213

Genetically Informative Mediation Modeling Applied to Stressors and Personality-Disorder Traits in Etiology of Alcohol Use Disorder.

Tom Rosenström1, Nikolai Olavi Czajkowski2,3, Eivind Ystrom2,3,4, Robert F Krueger5, Steven H Aggen6, Nathan A Gillespie6, Espen Eilertsen2, Ted Reichborn-Kjennerud2,7, Fartein Ask Torvik2,3.   

Abstract

A statistical mediation model was developed within a twin design to investigate the etiology of alcohol use disorder (AUD). Unlike conventional statistical mediation models, this biometric mediation model can detect unobserved confounding. Using a sample of 1410 pairs of Norwegian twins, we investigated specific hypotheses that DSM-IV personality-disorder (PD) traits mediate effects of childhood stressful life events (SLEs) on AUD, and that adulthood SLEs mediate effects of PDs on AUD. Models including borderline PD traits indicated unobserved confounding in phenotypic path coefficients, whereas models including antisocial and impulsive traits did not. More than half of the observed effects of childhood SLEs on adulthood AUD were mediated by adulthood antisocial and impulsive traits. Effects of PD traits on AUD 5‒10 years later were direct rather than mediated by adulthood SLEs. The results and the general approach contribute to triangulation of developmental origins for complex behavioral disorders.

Entities:  

Keywords:  Antisocial personality disorder; Borderline personality disorder; Causality; Statistical mediation model; Stressful life events; Substance use; Twin study

Mesh:

Year:  2018        PMID: 30536213      PMCID: PMC6377430          DOI: 10.1007/s10519-018-9941-z

Source DB:  PubMed          Journal:  Behav Genet        ISSN: 0001-8244            Impact factor:   2.805


  60 in total

Review 1.  Heritability estimates versus large environmental effects: the IQ paradox resolved.

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Journal:  Psychol Rev       Date:  2001-04       Impact factor: 8.934

2.  An empirical comparison of information-theoretic selection criteria for multivariate behavior genetic models.

Authors:  Kristian E Markon; Robert F Krueger
Journal:  Behav Genet       Date:  2004-11       Impact factor: 2.805

Review 3.  Genetic influences on measures of the environment: a systematic review.

Authors:  Kenneth S Kendler; Jessica H Baker
Journal:  Psychol Med       Date:  2006-12-19       Impact factor: 7.723

4.  Early age of alcohol initiation is not the cause of alcohol use disorders in adulthood, but is a major indicator of genetic risk. A population-based twin study.

Authors:  Eivind Ystrom; Kenneth S Kendler; Ted Reichborn-Kjennerud
Journal:  Addiction       Date:  2014-08-19       Impact factor: 6.526

5.  On the covariance between parameter estimates in models of twin data.

Authors:  C J Williams
Journal:  Biometrics       Date:  1993-06       Impact factor: 2.571

6.  Education policy and the heritability of educational attainment.

Authors:  A C Heath; K Berg; L J Eaves; M H Solaas; L A Corey; J Sundet; P Magnus; W E Nance
Journal:  Nature       Date:  1985 Apr 25-May 1       Impact factor: 49.962

Review 7.  Causal Inference and Observational Research: The Utility of Twins.

Authors:  Matt McGue; Merete Osler; Kaare Christensen
Journal:  Perspect Psychol Sci       Date:  2010-09

8.  Assessing mediation using marginal structural models in the presence of confounding and moderation.

Authors:  Donna L Coffman; Wei Zhong
Journal:  Psychol Methods       Date:  2012-08-20

9.  Test-retest reliability of the computerized DSM-IV version of the Munich-Composite International Diagnostic Interview (M-CIDI).

Authors:  H U Wittchen; G Lachner; U Wunderlich; H Pfister
Journal:  Soc Psychiatry Psychiatr Epidemiol       Date:  1998-11       Impact factor: 4.328

10.  Genes of experience: explaining the heritability of putative environmental variables through their association with behavioural and emotional traits.

Authors:  Tom A McAdams; Alice M Gregory; Thalia C Eley
Journal:  Behav Genet       Date:  2013-03-22       Impact factor: 2.805

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  2 in total

1.  Explaining the association between anxiety disorders and alcohol use disorder: A twin study.

Authors:  Fartein Ask Torvik; Tom Henrik Rosenström; Kristin Gustavson; Eivind Ystrom; Kenneth S Kendler; Jørgen G Bramness; Nikolai Czajkowski; Ted Reichborn-Kjennerud
Journal:  Depress Anxiety       Date:  2019-03-05       Impact factor: 6.505

2.  Childhood maltreatment and disordered gambling in adulthood: disentangling causal and familial influences.

Authors:  Genevieve F Dash; Nicholas G Martin; Wendy S Slutske
Journal:  Psychol Med       Date:  2020-08-03       Impact factor: 7.723

  2 in total

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