Evidence map›Paper›PMID 23536134›Full record

ArticleJAMA psychiatry2013

Polygenic risk and the developmental progression to heavy, persistent smoking and nicotine dependence: evidence from a 4-decade longitudinal study.

Daniel W Belsky, Terrie E Moffitt, Timothy B Baker, Andrea K Biddle, James P Evans, HonaLee Harrington, Renate Houts, Madeline Meier, Karen Sugden, Benjamin Williams and 2 more

Abstract read
In one paragraph

Article in JAMA psychiatry, 2013. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 85 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
85citing papers in PubMed, 2 pooled it
14.1field-weighted citation impact, top 1% of its field
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

85 citing papers in PubMed, 2 syntheses or guidelines pooled it, 151 citations in OpenAlex.

  1. The Promise of Polygenic Risk Prediction in Smoking Cessation: Evidence From Two Treatment Trials.Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco · 2022
    Pooled it
  2. Genotype × Environment Interaction in Smoking Behaviors: A Systematic Review.Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco · 2017
    Pooled it
  3. Trial
  4. Trial
  5. Article
  6. Article
  7. Research Review: A review of the past decade of family and genomic studies on adolescent mental health.Journal of child psychology and psychiatry, and allied disciplines · 2025
    Review
  8. Predicting Genetic Risk for Impulsivity and Substance Use in Adolescence.medRxiv : the preprint server for health sciences · 2025
    Article
  9. Article
  10. Review
  11. Nicotinic Receptor Alpha-5 Subunit Gene Polymorphism is Associated With Heavy Smoking Under a Range of Nicotine Dosing Conditions.Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco · 2024
    Article
  12. Article
  13. Review
  14. Article
  15. Article
  16. Article
  17. Article
  18. Review
  19. Review
  20. Article

25 more citing papers are in PubMed but not listed here.

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

12 authors at 3 institutions in 2 countries.

Daniel W BelskyDepartment of Health Policy and Management, Gillings School of Public Health, University of North Carolina–Chapel Hill, NC, USA.
Terrie E Moffitt
Timothy B Baker
Andrea K Biddle
James P Evans
HonaLee Harrington
Renate Houts
Madeline Meier
Karen Sugden
Benjamin Williams
Richie Poulton
Avshalom Caspi
Duke Medical Center · USUniversity of Otago · NZUniversity of Wisconsin–Madison · US

Funding

TRANSLATION AND DISSEMINATION COREP30DA023026 · NIDA · DUKE UNIVERSITY · PI HOYLE, RICK · 2008 to 2023
$19.6M
Enhancing the Effectiveness of Varenicline Based Smoking Cessation TreatmentR01HL109031 · NHLBI · UNIVERSITY OF WISCONSIN-MADISON · PI BAKER, TIMOTHY B, STEIN, JAMES H · 2011 to 2020
$17.5M
Is mental disorder a preventable cause of age-related disease? The Dunedin Study.R01AG032282 · NIA · DUKE UNIVERSITY · PI CASPI, AVSHALOM, MOFFITT, TERRIE E · 2009 to 2025
$9.5M
BEHAVIOR AND PHYSIOLOGY IN AGINGT32AG000029 · NIA · DUKE UNIVERSITY · PI Maria Marquine · 1985 to 2026
$9.3M
Science CoreP2CHD065563 · NICHD · DUKE UNIVERSITY · PI James Moody · 2015 to 2026
$5.7M
Uncovering and confirming gene-environment interactions in psychopathologyR01MH077874 · NIMH · DUKE UNIVERSITY · PI CASPI, AVSHALOM · 2007 to 2010
$1.6M
Duke Population Research InstituteR24HD065563 · NICHD · DUKE UNIVERSITY · PI SANDERS, SETH G · 2010 to 2014
$1.4M
Training in Translational Tobacco ScienceK05CA139871 · NCI · UNIVERSITY OF WISCONSIN-MADISON · PI BAKER, TIMOTHY B · 2008 to 2012
$850k
Evaluating the Comparative Effectiveness of Genomic Health Risk Assessments for CR36HS020524 · AHRQ · UNIV OF NORTH CAROLINA CHAPEL HILL · PI BELSKY, DANIEL WALKER · 2011 to 2011
$41k
AHRQ HHS 1R36HS020524-01AHRQ HHS R36 HS020524Medical Research Council G0101483Medical Research Council G0601483Medical Research Council MR/K00381X/1NCI NIH HHS 1K05CA139871NCI NIH HHS K05 CA139871NHLBI NIH HHS R01 HL109031NIA NIH HHS AG032282NIA NIH HHS R01 AG032282NIA NIH HHS T32-AG000029NICHD NIH HHS P2C HD065563NICHD NIH HHS R24 HD065563NIDA NIH HHS P30 DA023026NIDA NIH HHS P30DA023026NIMHD NIH HHS L60 MD007327NIMH NIH HHS MH077874NIMH NIH HHS R01 MH077874
6 · The paper itself

Abstract

importanceGenome-wide hypothesis-free discovery methods have identified loci that are associated with heavy smoking in adulthood. Research is needed to understand developmental processes that link newly discovered genetic risks with adult heavy smoking.

objectiveTo test how genetic risks discovered in genome-wide association studies of adult smoking influence the developmental progression of smoking behavior from initiation through conversion to daily smoking, progression to heavy smoking, nicotine dependence, and struggles with cessation.

designA 38-year, prospective, longitudinal study of a representative birth cohort.

settingThe Dunedin Multidisciplinary Health and Development Study of New Zealand.

participantsThe study included 1037 male and female participants. EXPOSURE: We assessed genetic risk with a multilocus genetic risk score. The genetic risk score was composed of single-nucleotide polymorphisms identified in 3 meta-analyses of genome-wide association studies of smoking quantity phenotypes. MAIN OUTCOMES AND MEASURES: Smoking initiation, conversion to daily smoking, progression to heavy smoking, nicotine dependence (Fagerström Test of Nicotine Dependence), and cessation difficulties were evaluated at 8 assessments spanning the ages of 11 to 38 years.

resultsGenetic risk score was unrelated to smoking initiation. However, individuals at higher genetic risk were more likely to convert to daily smoking as teenagers, progressed more rapidly from smoking initiation to heavy smoking, persisted longer in smoking heavily, developed nicotine dependence more frequently, were more reliant on smoking to cope with stress, and were more likely to fail in their cessation attempts. Further analysis revealed that 2 adolescent developmental phenotypes-early conversion to daily smoking and rapid progression to heavy smoking-mediated associations between the genetic risk score and mature phenotypes of persistent heavy smoking, nicotine dependence, and cessation failure. The genetic risk score predicted smoking risk over and above family history. CONCLUSIONS AND RELEVANCE: Initiatives that disrupt the developmental progression of smoking behavior among adolescents may mitigate genetic risks for developing adult smoking problems. Future genetic research may maximize discovery potential by focusing on smoking behavior soon after smoking initiation and by studying young smokers.

Indexed as

AdolescentAdolescent DevelopmentAdultChildChild, PreschoolCohort StudiesDisease ProgressionFemaleHumansLongitudinal StudiesMaleNew ZealandRiskSmokingTime FactorsTobacco Use Disorder

Identifiers

PMID23536134
PMCPMC3644004
OpenAlexW2109595559

What OpenQuestion holds

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Registered trials

None linked

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.