Skip to main content

Advertisement

Log in

Genetic and Environmental Risk Factors for Illicit Substance Use and Use Disorders: Joint Analysis of Self and Co-twin Ratings

  • Original Research
  • Published:
Behavior Genetics Aims and scope Submit manuscript

Abstract

The specificity of genetic and environmental risk factors for illicit substance use and substance use disorders (SUD) was investigated by utilizing self and co-twin reports in 1,791 male twins. There was a high rate of comorbidity between both use of, and SUD from, different classes of illicit substances. For substance use, the model that included one common genetic, one shared environmental, and one individual-specific (i.e., unique) environmental factor, along with substance-specific effects that were attributed entirely to genetic factors fit the data best. For illicit SUD, one common genetic and one common unique environmental risk factor, and substance specific shared environmental and unique environmental risk factors were identified. Risk factors for illicit substance use and SUD are mainly non-specific to substance class. Co-twin rating of illicit substance use and SUD was a reliable source of information, and by taking account of random and systematic measurement error, environmental exposures unique to the individual were of lesser importance than found in earlier studies.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4

Similar content being viewed by others

References

  • Agrawal A, Lynskey MT (2006) The genetic epidemiology of cannabis use, abuse and dependence. Addiction 101(6):801–812

    Article  PubMed  Google Scholar 

  • Agrawal A, Lynskey MT (2008) Are there genetic influences on addiction: evidence from family, adoption and twin studies. Addiction 103(7):1069–1081

    Article  PubMed  Google Scholar 

  • Agrawal A, Neale MC, Jacobson KC, Prescott CA, Kendler KS (2005) Illicit drug use and abuse/dependence: modeling of two-stage variables using the CCC approach. Addict Behav 30(5):1043–1048

    Article  PubMed  Google Scholar 

  • Akaike H (1987) Factor-analysis and AIC. Psychometrika 52(3):317–332

    Article  Google Scholar 

  • Akers RL (2009) Social learning and social structure: a general theory of crime and deviance. Transaction Publishers, New Brunswich

    Google Scholar 

  • American Psychiatric Association (2000) Diagnostic and statistical manual of mental disorders, 4th ed., text rev. ed. Author, Washington, DC

  • Andrews PW, Kendler KS, Gillespie N, Neale MC (2007) The sensitivity of variance component estimates to underreporting: method and application to substance abuse data. Twin Res Hum Genet 10(5):721–728

    Article  PubMed  Google Scholar 

  • Bierut LJ, Dinwiddie SH, Begleiter H, Crowe RR, Hesselbrock V, Nurnberger JI Jr, Porjesz B, Schuckit MA, Reich T (1998) Familial transmission of substance dependence: alcohol, marijuana, cocaine, and habitual smoking: a report from the Collaborative Study on the Genetics of Alcoholism. Arch Gen Psychiatry 55(11):982–988

    Article  PubMed  Google Scholar 

  • Carey G, Gottesman II (1978) Reliability and validity in binary ratings: areas of common misunderstanding in diagnosis and symptom ratings. Arch Gen Psychiatry 35(12):1454–1459

    Article  PubMed  Google Scholar 

  • Endicott J, Andersen N, Spitzer RL (1975) Family history-research diagnostic criteria. New York State Psychiatric Institute, Biometrics Research Department, New York

    Google Scholar 

  • Kendler KS, Prescott CA (1998) Cannabis use, abuse, and dependence in a population-based sample of female twins. Am J Psychiatry 155(8):1016

    PubMed  Google Scholar 

  • Kendler KS, Prescott CA (2006) Genes, environment, and psychopathology: understanding the causes of psychiatric and substance use disorders. Guilford Press, New York

    Google Scholar 

  • Kendler KS, Neale MC, Kessler RC, Heath AC, Eaves LJ (1992a) A population-based twin study of major depression in women: the impact of varying definitions of illness. Arch Gen Psychiatry 49(4):257

    Article  PubMed  Google Scholar 

  • Kendler KS, Neale MC, Kessler RC, Heath AC, Eaves LJ (1992b) The genetic epidemiology of phobias in women: the interrelationship of agoraphobia, social phobia, situational phobia, and simple phobia. Arch Gen Psychiatry 49(4):273

    Article  PubMed  Google Scholar 

  • Kendler KS, Karkowski LM, Neale MC, Prescott CA (2000) Illicit psychoactive substance use, heavy use, abuse, and dependence in a US population-based sample of male twins. Arch Gen Psychiatry 57(3):261–269

    Article  PubMed  Google Scholar 

  • Kendler KS, Prescott CA, Jacobson K, Myers J, Neale MC (2002) The joint analysis of personal interview and family history diagnoses: evidence for validity of diagnosis and increased heritability estimates. Psychol Med 32(5):829–842

    Article  PubMed  Google Scholar 

  • Kendler KS, Jacobson KC, Prescott CA, Neale MC (2003) Specificity of genetic and environmental risk factors for use and abuse/dependence of cannabis, cocaine, hallucinogens, sedatives, stimulants, and opiates in male twins. Am J Psychiatry 160(4):687–695

    Article  PubMed  Google Scholar 

  • Kendler KS, Gardner C, Jacobson KC, Neale MC, Prescott CA (2005) Genetic and environmental influences on illicit drug use and tobacco use across birth cohorts. Psychol Med 35(9):1349–1356

    Article  PubMed  Google Scholar 

  • Kendler KS, Myers J, Prescott CA (2007) Specificity of genetic and environmental risk factors for symptoms of cannabis, cocaine, alcohol, caffeine, and nicotine dependence. Arch Gen Psychiatry 64(11):1313–1320

    Article  PubMed  Google Scholar 

  • Lynskey MT, Heath AC, Bucholz KK, Slutske WS, Madden PAF, Nelson EC, Statham DJ, Martin NG (2003) Escalation of drug use in early-onset cannabis users vs co-twin controls. JAMA 289(4):427

    Article  PubMed  Google Scholar 

  • Merikangas KR, Stolar M, Stevens DE, Goulet J, Preisig MA, Fenton B, Zhang H, O’Malley SS, Rounsaville BJ (1998) Familial transmission of substance use disorders. Arch Gen Psychiatry 55(11):973

    Article  PubMed  Google Scholar 

  • Meyers JL, Dick DM (2010) Genetic and environmental risk factors for adolescent-onset substance use disorders. Child Adolesc Psychiatr Clin N Am 19(3):465–477

    Article  PubMed Central  PubMed  Google Scholar 

  • Neale MC, Kendler KS (1995) Models of comorbidity for multifactorial disorders. Am J Hum Genet 57(4):935

    PubMed Central  PubMed  Google Scholar 

  • Neale MC, Maes HHM (2004) Methodology for genetic studies of twins and families. Kluwer Academic Publishers B.V, Dordrecht

    Google Scholar 

  • Neale MC, Stevenson J (1989) Rater bias in the EASI temperament scales: a twin study. J Personal Soc Psychol 56(3):446–454

    Article  Google Scholar 

  • Neale MC, Boxer SM, Xie G, Maes HH (2006) Mx: statistical modeling, 7th ed. Department of Psychiatry, VCU, Richmond

  • Tsuang MT, Lyons MJ, Meyer JM, Doyle T, Eisen SA, Goldberg J, True W, Lin N, Toomey R, Eaves L (1998) Co-occurrence of abuse of different drugs in men: the role of drug-specific and shared vulnerabilities. Arch Gen Psychiatry 55(11):967

    Article  PubMed  Google Scholar 

  • van den Bree MBM, Johnson EO, Neale MC, Pickens RW (1998) Genetic and environmental influences on drug use and abuse/dependence in male and female twins. Drug Alcohol Depend 52(3):231–241

    Article  PubMed  Google Scholar 

  • Ystrom E, Reichborn-Kjennerud T, Aggen SH, Kendler KS (2011) Alcohol dependence in men: reliability and heritability. Alcohol Clin Exp Res 35(9):1716–1722

    PubMed Central  PubMed  Google Scholar 

Download references

Acknowledgments

This work was supported in part by Grants AA-R37-011408 and AA-P20-017828 from the US National Institutes of Health.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Eivind Ystrom.

Additional information

Edited by Matt McGue.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Ystrom, E., Reichborn-Kjennerud, T., Neale, M.C. et al. Genetic and Environmental Risk Factors for Illicit Substance Use and Use Disorders: Joint Analysis of Self and Co-twin Ratings. Behav Genet 44, 1–13 (2014). https://doi.org/10.1007/s10519-013-9626-6

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10519-013-9626-6

Keywords

Navigation