Evidence map›Paper›PMID 27807125›Full record

SynthesisNicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco2017

A Genetic Epidemiological Mega Analysis of Smoking Initiation in Adolescents.

Hermine H Maes, Elizabeth Prom-Wormley, Lindon J Eaves, Soo Hyun Rhee, John K Hewitt, Susan Young, Robin Corley, Matt McGue, William G Iacono, Lisa Legrand and 16 more

Abstract readMeta-Analysis
In one paragraph

Synthesis in Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 21 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
21citing papers in PubMed, 1 pooled it
–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

21 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. 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
  3. Article
  4. Article
  5. Article
  6. The Concept of Resistance to Substance Use and a Research Approach: The Resist! Project.Twin research and human genetics : the official journal of the International Society for Twin Studies · 2023
    Article
  7. Article
  8. Article
  9. Article
  10. Article
  11. Article
  12. Article
  13. The Genetic and Environmental Influences Contributing to the Association between Electronic and Conventional Cigarette Initiation.Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco · 2021
    Article
  14. Article
  15. A Twin Study of Cigarette and Snus Initiation and Quantity of Use in Norwegian Adult Twins.Twin research and human genetics : the official journal of the International Society for Twin Studies · 2019
    Article
  16. Review
  17. Article
  18. Article
  19. Review
  20. Familial and Special Twin Influences on Cigarette Use Initiation.Twin research and human genetics : the official journal of the International Society for Twin Studies · 2017
    Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

26 authors.

Hermine H MaesDepartment of Human and Molecular Genetics, Virginia Institute for Psychiatric and Behavioral Genetics, Virginia Commonwealth University, Richmond, VA.
Elizabeth Prom-WormleyDepartment of Human and Molecular Genetics, Virginia Institute for Psychiatric and Behavioral Genetics, Virginia Commonwealth University, Richmond, VA.
Lindon J EavesDepartment of Human and Molecular Genetics, Virginia Institute for Psychiatric and Behavioral Genetics, Virginia Commonwealth University, Richmond, VA.
Soo Hyun RheeInstitute for Behavioral Genetics, University of Colorado, Boulder, CO.
John K HewittInstitute for Behavioral Genetics, University of Colorado, Boulder, CO.
Susan YoungInstitute for Behavioral Genetics, University of Colorado, Boulder, CO.
Robin CorleyInstitute for Behavioral Genetics, University of Colorado, Boulder, CO.
Matt McGueDepartment of Psychology, University of Minnesota, Minneapolis, MN.
William G IaconoDepartment of Psychology, University of Minnesota, Minneapolis, MN.
Lisa LegrandDepartment of Psychology, University of Minnesota, Minneapolis, MN.
Diana R SamekDepartment of Psychology, University of Minnesota, Minneapolis, MN.
E Lenn MurrelleVenebio Group, LLC, Richmond, VA.
Judy L SilbergDepartment of Human and Molecular Genetics, Virginia Institute for Psychiatric and Behavioral Genetics, Virginia Commonwealth University, Richmond, VA.
Donna R MilesCarolina Population Center, University of North Carolina at Chapel Hill, Chapel Hill, NC.
Richard M SchiekenDepartment of Pediatric Cardiology, Virginia Commonwealth University, Richmond, VA.
Gaston P BeunenDepartment of Kinesiology, KU Leuven, Leuven, Belgium.
Martine ThomisDepartment of Kinesiology, KU Leuven, Leuven, Belgium.
Richard J RoseDepartment of Psychological and Brain Sciences, Indiana University, Bloomington, IN.
Danielle M DickDepartment of Psychiatry, Virginia Institute for Psychiatric and Behavioral Genetics, Virginia Commonwealth University, Richmond, VA.
Dorret I BoomsmaDepartment of Biological Psychology, VU University, Amsterdam, The Netherlands.
Meike BartelsBehavioural Science Institute, Radboud University, Nijmegen, The Netherlands.
Jacqueline M VinkDepartment of Biological Psychology, VU University, Amsterdam, The Netherlands.
Paul LichtensteinDepartment of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden.
Victoria WhiteCentre for Behavioural Research in Cancer, Cancer Council Victoria, Melbourne, Australia.
Jaakko KaprioDepartment of Public Health and Institute for Molecular Medicine (FIMM), University of Helsinki, Helsinki, Finland.
Michael C NealeDepartment of Human and Molecular Genetics, Virginia Institute for Psychiatric and Behavioral Genetics, Virginia Commonwealth University, Richmond, VA.

Funding

Wave IV Data CollectionP01HD031921 · NICHD · UNIV OF NORTH CAROLINA CHAPEL HILL · PI HARRIS, KATHLEEN MULLAN · 1994 to 2020
$86.1M
Twin StudyP60DA011015 · NIDA · UNIVERSITY OF COLORADO DENVER · PI HEWITT, JOHN K. · 1997 to 2013
$22.5M
Research Services CoreP2CHD050924 · NICHD · UNIV OF NORTH CAROLINA CHAPEL HILL · PI KAREN B GUZZO · 2015 to 2026
$9.6M
TWIN STUDY OF FEMALE ALCOHOLISMS AND OTHER DISORDERSR01AA009367 · NIAAA · UNIVERSITY OF MINNESOTA TWIN CITIES · PI MCGUE, MATTHEW K. · 1992 to 2013
$9.0M
A Developmental Model of Gene-Environment Interplay in SUDsU01DA024413 · NIDA · DUKE UNIVERSITY · PI COSTELLO, ELIZABETH JANE · 2007 to 2010
$7.7M
The development of alcohol misuse and related problems from adolescence to early midlifeR01AA015416 · NIAAA · WASHINGTON UNIVERSITY · PI DICK, DANIELLE M, SALVATORE, JESSICA E · 2005 to 2024
$7.6M
Twin Family Study of Vulnerability to Substance AbuseR37DA005147 · NIDA · UNIVERSITY OF MINNESOTA · PI IACONO, WILLIAM G. · 2009 to 2018
$6.4M
TWIN/FAMILY STUDY OF VULNERABILITY TO SUBSTANCE ABUSER01DA005147 · NIDA · UNIVERSITY OF MINNESOTA TWIN CITIES · PI IACONO, WILLIAM G · 1987 to 2007
$5.5M
Adolescent drinking and midlife outcomes: A prospective cotwin control studyR37AA009367 · NIAAA · UNIVERSITY OF MINNESOTA · PI MCGUE, MATTHEW K. · 2016 to 2024
$5.4M
TWIN STUDY OF ADHD, CD, AND SUBSTANCE ABUSER01DA013240 · NIDA · UNIVERSITY OF MINNESOTA TWIN CITIES · PI IACONO, WILLIAM G. · 2000 to 2010
$5.0M
Psychometric and Genetic Assessments of Substance UseR37DA018673 · NIDA · VIRGINIA COMMONWEALTH UNIVERSITY · PI NEALE, MICHAEL CHURTON · 2005 to 2014
$3.7M
Adult consequences of youth substance use: Twin study enriched for SUD riskR01DA036216 · NIDA · UNIVERSITY OF MINNESOTA · PI IACONO, WILLIAM G. · 2013 to 2017
$3.2M
European Research Council 284167NIAAA NIH HHS K02 AA018755NIAAA NIH HHS K05 AA000145NIAAA NIH HHS R01 AA009203NIAAA NIH HHS R01 AA009367NIAAA NIH HHS R01 AA012502NIAAA NIH HHS R01 AA015416NIAAA NIH HHS R37 AA009367NIAAA NIH HHS R37 AA012502NICHD NIH HHS P01 HD031921NICHD NIH HHS P2C HD050924NIDA NIH HHS P60 DA011015NIDA NIH HHS R01 DA005147NIDA NIH HHS R01 DA013240NIDA NIH HHS R01 DA018673NIDA NIH HHS R01 DA024413NIDA NIH HHS R01 DA025109NIDA NIH HHS R01 DA036216NIDA NIH HHS R21 DA024304NIDA NIH HHS R37 DA005147NIDA NIH HHS R37 DA018673NIDA NIH HHS U01 DA024413NIMH NIH HHS R01 MH068521
6 · The paper itself

Abstract

introductionPrevious studies in adolescents were not adequately powered to accurately disentangle genetic and environmental influences on smoking initiation (SI) across adolescence.

methodsMega-analysis of pooled genetically informative data on SI was performed, with structural equation modeling, to test equality of prevalence and correlations across cultural backgrounds, and to estimate the significance and effect size of genetic and environmental effects according to the classical twin study, in adolescent male and female twins from same-sex and opposite-sex twin pairs (N = 19 313 pairs) between ages 10 and 19, with 76 358 longitudinal assessments between 1983 and 2007, from 11 population-based twin samples from the United States, Europe, and Australia.

resultsAlthough prevalences differed between samples, twin correlations did not, suggesting similar etiology of SI across developed countries. The estimate of additive genetic contributions to liability of SI increased from approximately 15% to 45% from ages 13 to 19. Correspondingly, shared environmental factors accounted for a substantial proportion of variance in liability to SI at age 13 (70%) and gradually less by age 19 (40%).

conclusionsBoth additive genetic and shared environmental factors significantly contribute to variance in SI throughout adolescence. The present study, the largest genetic epidemiological study on SI to date, found consistent results across 11 studies for the etiology of SI. Environmental factors, especially those shared by siblings in a family, primarily influence SI variance in early adolescence, while an increasing role of genetic factors is seen at later ages, which has important implications for prevention strategies. IMPLICATIONS: This is the first study to find evidence of genetic factors in liability to SI at ages as young as 12. It also shows the strongest evidence to date for decay of effects of the shared environment from early adolescence to young adulthood. We found remarkable consistency of twin correlations across studies reflecting similar etiology of liability to initiate smoking across different cultures and time periods. Thus familial factors strongly contribute to individual differences in who starts to smoke with a gradual increase in the impact of genetic factors and a corresponding decrease in that of the shared environment.

Indexed as

AdolescentAdultAustraliaChildEuropeFemaleHumansMaleSmokingTwinsTwin Studies as TopicUnited StatesYoung Adult

Identifiers

PMID27807125
PMCPMC5896552

What OpenQuestion holds

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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 OpenQuestion graph.