Evidence mapPaperPMID 39078541Full record

ArticleBehavior genetics2024

A Bivariate Twin Study of Lifetime cannabis Initiation and Lifetime Regular Tobacco Smoking Across Three Different Countries.

Stephanie Zellers, Jenny van Dongen, Hermine H M Maes, Miina Ollikainen, Fang Fang, Scott Vrieze, Jaakko Kaprio, Dorret I Boomsma

Abstract readTwin Study
In one paragraph

Article in Behavior genetics, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Adolescent music engagement is associated with less alcohol consumption and substance experimentation 5-11 years later: A genetically informative study.Psychology of addictive behaviors : journal of the Society of Psychologists in Addictive Behaviors · 2026
    Article
  2. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors.

Stephanie ZellersInstitute for Molecular Medicine Finland, University of Helsinki, P.O. Box 20, Helsinki, 00014, Finland. stephanie.zellers@helsinki.fi.ORCID 0000-0001-8927-3483
Jenny van DongenDepartment of Biological Psychology, Vrije Universiteit, Amsterdam, The Netherlands.
Hermine H M MaesVirginia Institute for Psychiatric and Behavioral Genetics, Department of Human and Molecular Genetics, Psychiatry and Massey Cancer Center, Virginia Commonwealth University, Richmond, VA, USA.
Miina OllikainenInstitute for Molecular Medicine Finland, University of Helsinki, P.O. Box 20, Helsinki, 00014, Finland.
Fang FangGenOmics and Translational Research Center, Research Triangle Institute International, Research Triangle Park, NC, USA.
Scott VriezeDepartment of Psychology, University of Minnesota, Minneapolis, MN, USA.
Jaakko KaprioInstitute for Molecular Medicine Finland, University of Helsinki, P.O. Box 20, Helsinki, 00014, Finland.
Dorret I BoomsmaDepartment of Biological Psychology, Vrije Universiteit, Amsterdam, The Netherlands.

Funding

NIDA NIH HHS R01 DA048824
6 · The paper itself

Abstract

Regular cigarette smoking and cannabis consumption are strongly positively related to each other, yet few studies explore their underlying variation and covariation. We evaluated the genetic and environmental decomposition of variance and covariance of these two traits in twin data from three countries with different social norms and legislation. Data from the Netherlands Twin Register, FinnTwin12/16, and the Minnesota Center for Twin Family Research (total N = 21,617) were analyzed in bivariate threshold models of lifetime regular smoking initiation (RSI) and lifetime cannabis initiation (CI). We ran unstratified models and models stratified by sex and country. Prevalence of RSI was lowest in the Netherlands and prevalence of CI was highest in Minnesota. In the unstratified model, genetic (A) and common environmental factors (C) contributed substantially to the liabilities of RSI (A = 0.47, C = 0.34) and CI (A = 0.28, C = 0.51). The two liabilities were significantly phenotypically (rP = 0.56), genetically (rA = 0.74), and environmentally correlated in the unstratified model (rC = 0.47and rE = 0.48, representing correlations between common and unique environmental factors). The magnitude of phenotypic correlation between liabilities varied by country but not sex (Minnesota rP ~ 0.70, Netherlands rP ~ 0.59, Finland rP ~ 0.45). Comparisons of decomposed correlations could not be reliably tested in the stratified models. The prevalence and association of RSI and CI vary by sex and country. These two behaviors are correlated because there is genetic and environmental overlap between their underlying latent liabilities. There is heterogeneity in the genetic architecture of these traits across country.

Indexed as

Tobacco SmokingAdolescentAdultFemaleFinlandHumansMaleMarijuana SmokingMiddle AgedMinnesotaNetherlandsPhenotypePrevalenceRegistriesSmokingTwins, DizygoticGenetic correlationLiability threshold modelSubstance useTwin model

Identifiers

PMID39078541
PMCPMC11371858

What Socratic holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.