Hostname: page-component-848d4c4894-pftt2 Total loading time: 0 Render date: 2024-05-20T02:19:15.485Z Has data issue: false hasContentIssue false

Association of parental substance misuse with offspring substance misuse and criminality: a genetically informed register-based study

Published online by Cambridge University Press:  29 June 2020

Antti Latvala*
Affiliation:
Institute of Criminology and Legal Policy, Faculty of Social Sciences, University of Helsinki, Helsinki, Finland Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
Ralf Kuja-Halkola
Affiliation:
Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
Brian M. D'Onofrio
Affiliation:
Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden Department of Psychological and Brain Sciences, Indiana University, Bloomington, IN, USA
Nitya Jayaram-Lindström
Affiliation:
Department of Clinical Neuroscience, Center for Psychiatry Research, Karolinska Institutet, Stockholm, Sweden
Henrik Larsson
Affiliation:
Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden School of Medical Sciences, Örebro University, Örebro, Sweden
Paul Lichtenstein
Affiliation:
Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
*
Author for correspondence: Antti Latvala, E-mail: antti.latvala@helsinki.fi

Abstract

Background

Genetically informed studies have provided mixed findings as to what extent parental substance misuse is associated with offspring substance misuse and antisocial behavior due to shared environmental and genetic factors.

Methods

We linked data from nationwide registries for a cohort of 2 476 198 offspring born in Sweden 1958–1995 and their parents. Substance misuse was defined as International Classification of Diseases diagnoses of alcohol/drug use disorders or alcohol/drug-related criminal convictions. Quantitative genetic offspring-of-siblings analyses in offspring of monozygotic and dizygotic twin, full-sibling, and half-sibling parents were conducted.

Results

Both maternal and paternal substance misuse were robustly associated with offspring substance misuse [maternal adjusted hazard ratio (aHR) = 1.83 (95% confidence interval (CI) 1.80–1.87); paternal aHR = 1.96 (1.94–1.98)] and criminal convictions [maternal aHR = 1.56 (1.54–1.58); paternal aHR = 1.66 (1.64–1.67)]. Additive genetic effects explained 42% (95% CI 25–56%) and 46% (36–55%) of the variance in maternal and paternal substance misuse, respectively, and between 36 and 44% of the variance in substance misuse and criminality in offspring. The associations between parental substance misuse and offspring outcomes were mostly due to additive genetic effects, which explained 54–85% of the parent-offspring covariance. However, both nuclear and extended family environmental factors also contributed to the associations, especially with offspring substance misuse.

Conclusions

Our findings from a large offspring-of-siblings study indicate that shared genetic influences mostly explain the associations between parental substance misuse and both offspring substance misuse and criminality, but we also found evidence for the contribution of environmental factors shared by members of nuclear and extended families.

Type
Original Article
Copyright
Copyright © The Author(s) 2020. Published by Cambridge University Press

Access options

Get access to the full version of this content by using one of the access options below. (Log in options will check for institutional or personal access. Content may require purchase if you do not have access.)

Footnotes

*

These authors contributed equally to this work.

References

Allison, P. (2009). Fixed effects regression models, Vol. 160. Thousand Oaks, CA: SAGE Publications.CrossRefGoogle Scholar
Bountress, K., Chassin, L., & Lemery-Chalfant, K. (2017). Parent and peer influences on emerging adult substance use disorder: A genetically informed study. Development and Psychopathology, 29(1), 121142. doi:10.1017/s095457941500125x.CrossRefGoogle ScholarPubMed
Cadoret, R. J., Cain, C. A., & Grove, W. M. (1980). Development of alcoholism in adoptees raised apart from alcoholic biologic relatives. Archives of General Psychiatry, 37(5), 561563.CrossRefGoogle ScholarPubMed
Cadoret, R. J., Yates, W. R., Troughton, E., Woodworth, G., & Stewart, M. A. (1995). Adoption study demonstrating 2 genetic pathways to drug-abuse. Archives of General Psychiatry, 52(1), 4252.CrossRefGoogle Scholar
Chang, Z., Lichtenstein, P., D'Onofrio, B. M., Almqvist, C., Kuja-Halkola, R., Sjolander, A., & Larsson, H. (2014). Maternal age at childbirth and risk for ADHD in offspring: A population-based cohort study. International Journal of Epidemiology, 43(6), 18151824. doi:10.1093/ije/dyu204.CrossRefGoogle ScholarPubMed
Crowe, R. R. (1974). Adoption study of antisocial personality. Archives of General Psychiatry, 31(6), 785791.CrossRefGoogle ScholarPubMed
Cservenka, A. (2016). Neurobiological phenotypes associated with a family history of alcoholism. Drug and Alcohol Dependence, 158, 821. doi:10.1016/j.drugalcdep.2015.10.021.CrossRefGoogle ScholarPubMed
Dick, D. M., Prescott, C., & McGue, M. (2010). The genetics of substance Use and substance Use disorders. New York: Springer.Google Scholar
D'Onofrio, B. M., Lahey, B. B., Turkheimer, E., & Lichtenstein, P. (2013). Critical need for family-based, quasi-experimental designs in integrating genetic and social science research. American Journal of Public Health, 103, 4655. doi:10.2105/ajph.2013.301252.CrossRefGoogle ScholarPubMed
Duncan, A. E., Sartor, C. E., Scherrer, J. F., Grant, J. D., Heath, A. C., Nelson, E. C., … Bucholz, K. K. (2008). The association between cannabis abuse and dependence and childhood physical and sexual abuse: Evidence from an offspring of twins design. Addiction, 103(6), 990997. doi:10.1111/j.1360-0443.2008.02210.x.CrossRefGoogle ScholarPubMed
Duncan, A. E., Scherrer, J., Fu, Q., Bucholz, K. K., Heath, A. C., True, W. R., … Jacob, T. (2006). Exposure to paternal alcoholism does not predict development of alcohol-use disorders in offspring: Evidence from an offspring-of-twins study. Journal of Studies on Alcohol, 67(5), 649656. doi:10.15288/jsa.2006.67.649.CrossRefGoogle Scholar
Eley, T. C., McAdams, T. A., Rijsdijk, F. V., Lichtenstein, P., Narusyte, J., Reiss, D., … Neiderhiser, J. M. (2015). The intergenerational transmission of anxiety: A children-of-twins study. American Journal of Psychiatry, 172(7), 630637. doi:10.1176/appi.ajp.2015.14070818.CrossRefGoogle ScholarPubMed
Goodwin, D. W., Schulsinger, F., Moller, N., Hermansen, L., Winokur, G., & Guze, S. B. (1974). Drinking problems in adopted and nonadopted sons of alcoholics. Archives of General Psychiatry, 31(2), 164169.CrossRefGoogle Scholar
Haber, J. R., Bucholz, K. K., Jacob, T., Grant, J. D., Scherrer, J. F., Sartor, C. E., … Heath, A. (2010). Effect of paternal alcohol and drug dependence on offspring conduct disorder: Gene-environment interplay. Journal of Studies on Alcohol and Drugs, 71(5), 652663. doi:10.15288/jsad.2010.71.652.CrossRefGoogle ScholarPubMed
Hafekost, K., Lawrence, D., O'Leary, C., Bower, C., O'Donnell, M., Semmens, J., & Zubrick, S. R. (2017). Maternal alcohol use disorder and subsequent child protection contact: A record-linkage population cohort study. Child Abuse & Neglect, 72, 206-214. doi:10.1016/j.chiabu.2017.08.010.CrossRefGoogle ScholarPubMed
Hannigan, L. J., Eilertsen, E. M., Gjerde, L. C., Reichborn-Kjennerud, T., Eley, T. C., Rijsdijk, F. V., … McAdams, T. A. (2018). Maternal prenatal depressive symptoms and risk for early-life psychopathology in offspring: Genetic analyses in the Norwegian mother and child birth cohort study. Lancet Psychiatry, 5(10), 808815. doi:10.1016/s2215-0366(18)30225-6.CrossRefGoogle ScholarPubMed
Henry, K. L., Fulco, C. J., Agbeke, D. V., & Ratcliff, A. M. (2018). Intergenerational continuity in substance abuse: Does offspring's friendship network make a difference? Journal of Adolescent Health, 63(2), 205212. doi:10.1016/j.jadohealth.2018.02.014.CrossRefGoogle Scholar
Hicks, B. M., Foster, K. T., Iacono, W. G., & McGue, M. (2013). Genetic and environmental influences on the familial transmission of externalizing disorders in adoptive and twin offspring. Jama Psychiatry, 70(10), 10761083. doi:10.1001/jamapsychiatry.2013.258.CrossRefGoogle ScholarPubMed
Hussong, A. M., Wirth, R. J., Edwards, M. C., Curran, P. J., Chassin, L. A., & Zucker, R. A. (2007). Externalizing symptoms among children of alcoholic parents: Entry points for an antisocial pathway to alcoholism. Journal of Abnormal Psychology, 116(3), 529542. doi:10.1037/0021-843x.116.3.529.CrossRefGoogle ScholarPubMed
Kendler, K. S., Ji, J. G., Edwards, A. C., Ohlsson, H., Sundquist, J., & Sundquist, K. (2015a). An extended Swedish national adoption study of alcohol use disorder. Jama Psychiatry, 72(3), 211218. doi:10.1001/jamapsychiatry.2014.2138.CrossRefGoogle Scholar
Kendler, K. S., Lonn, S. L., Maes, H. H., Lichtenstein, P., Sundquist, J., & Sundquist, K. (2016). A Swedish population-based multivariate twin study of externalizing disorders. Behavior Genetics, 46(2), 183192. doi:10.1007/s10519-015-9741-7.CrossRefGoogle ScholarPubMed
Kendler, K. S., Lonn, S. L., Morris, N. A., Sundquist, J., Langstrom, N., & Sundquist, K. (2014). A Swedish national adoption study of criminality. Psychological Medicine, 44(9), 19131925. doi:10.1017/s0033291713002638.CrossRefGoogle ScholarPubMed
Kendler, K. S., Maes, H. H., Lonn, S. L., Morris, N. A., Lichtenstein, P., Sundquist, J., & Sundquist, K. (2015b). A Swedish national twin study of criminal behavior and its violent, white-collar and property subtypes. Psychological Medicine, 45(11), 22532262. doi:10.1017/s0033291714002098.CrossRefGoogle Scholar
Kendler, K. S., Ohlsson, H., Sundquist, K., & Sundquist, J. (2015c). The causes of parent-offspring transmission of drug abuse: A Swedish population-based study. Psychological Medicine, 45(1), 8795. doi:10.1017/s0033291714001093.CrossRefGoogle Scholar
Kendler, K. S., Prescott, C. A., Myers, J., & Neale, M. C. (2003). The structure of genetic and environmental risk factors for common psychiatric and substance use disorders in men and women. Archives of General Psychiatry, 60(9), 929937. doi:10.1001/archpsyc.60.9.929.CrossRefGoogle ScholarPubMed
Khemiri, L., Larsson, H., Kuja-Halkola, R., D'Onofrio, B. M., Lichtenstein, P., Jayaram-Lindstrom, N., & Latvala, A. (2020). Association of parental substance use disorder with offspring cognition: A population family-based study. Addiction, 115(2), 326336. doi:10.1111/add.14813.CrossRefGoogle ScholarPubMed
Krueger, R. F., Hicks, B. M., Patrick, C. J., Carlson, S. R., Iacono, W. G., & McGue, M. (2002). Etiologic connections among substance dependence, antisocial behavior, and personality: Modeling the externalizing spectrum. Journal of Abnormal Psychology, 111(3), 411424. doi:10.1037//0021-843x.111.3.411.CrossRefGoogle ScholarPubMed
Kuja-Halkola, R., D'Onofrio, B. M., Larsson, H., & Lichtenstein, P. (2014). Maternal smoking during pregnancy and adverse outcomes in offspring: Genetic and environmental sources of covariance. Behavior Genetics, 44(5), 456467. doi:10.1007/s10519-014-9668-4.CrossRefGoogle ScholarPubMed
Latvala, A., Kuja-Halkola, R., D'Onofrio, B. M., Larsson, H., & Lichtenstein, P. (2016). Cognitive ability and risk for substance misuse in men: Genetic and environmental correlations in a longitudinal nation-wide family study. Addiction, 111(10), 18141822. doi:10.1111/add.13440.CrossRefGoogle Scholar
Latvala, A., Kuja-Halkola, R., Langstrom, N., & Lichtenstein, P. (2015). Paternal antisocial behavior and sons’ cognitive ability: A population-based quasiexperimental study. Psychological Science, 26(1), 7888. doi:10.1177/0956797614555726.CrossRefGoogle ScholarPubMed
Lieb, R., Merikangas, K. R., Hofler, M., Pfister, H., Isensee, B., & Wittchen, H. U. (2002). Parental alcohol use disorders and alcohol use and disorders in offspring: A community study. Psychological Medicine, 32(1), 6378. doi:10.1017/s0033291701004883.CrossRefGoogle ScholarPubMed
Ludvigsson, J. F., Almqvist, C., Bonamy, A. K. E., Ljung, R., Michaelsson, K., Neovius, M., … Ye, W. M. (2016). Registers of the Swedish total population and their use in medical research. European Journal of Epidemiology, 31(2), 125136. doi:10.1007/s10654-016-0117-y.CrossRefGoogle ScholarPubMed
Mahedy, L., MacArthur, G. J., Hammerton, G., Edwards, A. C., Kendler, K. S., Macleod, J., … Heron, J. (2018). The effect of parental drinking on alcohol use in young adults: The mediating role of parental monitoring and peer deviance. Addiction, 113(11), 20412050. doi:10.1111/add.14280.CrossRefGoogle ScholarPubMed
McAdams, T. A., Hannigan, L. J., Eilertsen, E. M., Gjerde, L. C., Ystrom, E., & Rijsdijk, F. V. (2018). Revisiting the children-of-twins design: Improving existing models for the exploration of intergenerational associations. Behavior Genetics, 48(5), 397412. doi:10.1007/s10519-018-9912-4.CrossRefGoogle ScholarPubMed
McAdams, T. A., Neiderhiser, J. M., Rijsdijk, F. V., Narusyte, J., Lichtenstein, P., & Eley, T. C. (2014). Accounting for genetic and environmental confounds in associations between parent and child characteristics: A systematic review of children-of-twins studies. Psychological Bulletin, 140(4), 11381173. doi:10.1037/a0036416.CrossRefGoogle ScholarPubMed
McGorry, P. D., Purcell, R., Goldstone, S., & Amminger, G. P. (2011). Age of onset and timing of treatment for mental and substance use disorders: Implications for preventive intervention strategies and models of care. Current Opinion in Psychiatry, 24(4), 301306. doi:10.1097/YCO.0b013e3283477a09.CrossRefGoogle ScholarPubMed
McGue, M. (1997). A behavioral-genetic perspective on children of alcoholics. Alcohol Health & Research World, 21(3), 210217.Google ScholarPubMed
McGue, M., Malone, S., Keyes, M., & Iacono, W. G. (2014). Parent-offspring similarity for drinking: A longitudinal adoption study. Behavior Genetics, 44(6), 620628. doi:10.1007/s10519-014-9672-8.CrossRefGoogle ScholarPubMed
Mellentin, A. I., Brink, M., Andersen, L., Erlangsen, A., Stenager, E., Bjerregaard, L. B., & Christiansen, E. (2016). The risk of offspring developing substance use disorders when exposed to one versus two parent(s) with alcohol use disorder: A nationwide, register-based cohort study. Journal of Psychiatric Research, 80, 5258. doi:10.1016/j.jpsychires.2016.06.001.CrossRefGoogle ScholarPubMed
Merikangas, K. R., Stolar, M., Stevens, D. E., Goulet, J., Preisig, M. A., Fenton, B., … Rounsaville, B. J. (1998). Familial transmission of substance use disorders. Archives of General Psychiatry, 55(11), 973979. doi:10.1001/archpsyc.55.11.973.CrossRefGoogle ScholarPubMed
Moffitt, T. E. (1987). Parental mental disorder and offspring criminal behavior – an adoption study. Psychiatry-Interpersonal and Biological Processes, 50(4), 346360. doi:10.1080/00332747.1987.11024366.CrossRefGoogle ScholarPubMed
Neale, M. C., Hunter, M. D., Pritikin, J. N., Zahery, M., Brick, T. R., Kirkpatrick, R. M., … Boker, S. M. (2016). Openmx 2.0: Extended structural equation and statistical modeling. Psychometrika, 81(2), 535549. doi:10.1007/s11336-014-9435-8.CrossRefGoogle ScholarPubMed
Petraitis, J., Flay, B. R., & Miller, T. Q. (1995). Reviewing theories of adolescent substance use – organizing pieces in the puzzle. Psychological Bulletin, 117(1), 6786. doi:10.1037/0033-2909.117.1.67.CrossRefGoogle ScholarPubMed
Plomin, R., Defries, J. C., & Loehlin, J. C. (1977). Genotype-environment interaction and correlation in analysis of human-behavior. Psychological Bulletin, 84(2), 309322. doi:10.1037/0033-2909.84.2.309.CrossRefGoogle ScholarPubMed
Polderman, T. J. C., Benyamin, B., de Leeuw, C. A., Sullivan, P. F., van Bochoven, A., Visscher, P. M., & Posthuma, D. (2015). Meta-analysis of the heritability of human traits based on fifty years of twin studies. Nature Genetics, 47(7), 702–+. doi:10.1038/ng.3285.CrossRefGoogle ScholarPubMed
Posthuma, D., Beem, A. L., de Geus, E. J. C., van Baal, G. C. M., von Hjelmborg, J. B., Lachine, I., & Boomsma, D. I. (2003). Theory and practice in quantitative genetics. Twin Research, 6(5), 361376. doi:10.1375/twin.6.5.361.CrossRefGoogle ScholarPubMed
Quinn, P. D., & Fromme, K. (2011). Subjective response to alcohol challenge: A quantitative review. Alcoholism-Clinical and Experimental Research, 35(10), 17591770. doi:10.1111/j.1530-0277.2011.01521.x.CrossRefGoogle ScholarPubMed
R Core Team (2013). R: A language and environment for statistical computing. Vienna, Austria: R Foundation for Statistical Computing.Google Scholar
Sheridan, M. J. (1995). A proposed intergenerational model of substance-abuse, family functioning, and abuse neglect. Child Abuse & Neglect, 19(5), 519530. doi:10.1016/0145-2134(95)00012-w.CrossRefGoogle ScholarPubMed
Slutske, W. S., D'Onofrio, B. M., Turkheimer, E., Emery, R. E., Harden, K. P., Heath, A. C., & Martin, N. G. (2008). Searching for an environmental effect of parental alcoholism on offspring alcohol use disorder: A genetically informed study of children of alcoholics. Journal of Abnormal Psychology, 117(3), 534551. doi:10.1037/a0012907.CrossRefGoogle ScholarPubMed
Smith, V. C., Wilson, C. R., & Comm Subst Use, P. (2016). Families affected by parental substance use. Pediatrics, 138(2), 13. doi:10.1542/peds.2016-1575.CrossRefGoogle ScholarPubMed
Tully, E. C., Iacono, W. G., & McGue, M. (2008). An adoption study of parental depression as an environmental liability for adolescent depression and childhood disruptive disorders. American Journal of Psychiatry, 165(9), 11481154. doi:10.1176/appi.ajp.2008.07091438.CrossRefGoogle ScholarPubMed
Verhulst, B., Neale, M. C., & Kendler, K. S. (2015). The heritability of alcohol use disorders: A meta-analysis of twin and adoption studies. Psychological Medicine, 45(5), 10611072. doi:10.1017/s0033291714002165.CrossRefGoogle ScholarPubMed
Voogt, C., Beusink, M., Kleinjan, M., Otten, R., Engels, R., Smit, K., & Kuntsche, E. (2017). Alcohol-related cognitions in children (aged 2–10) and how they are shaped by parental alcohol use: A systematic review. Drug and Alcohol Dependence, 177, 277290. doi:10.1016/j.drugalcdep.2017.04.006.CrossRefGoogle ScholarPubMed
Walden, B., Iacono, W. G., & McGue, M. (2007). Trajectories of change in adolescent substance use and symptomatology: Impact of paternal and maternal substance use disorders. Psychology of Addictive Behaviors, 21(1), 3543. doi:10.1037/0893-164x.21.1.35.CrossRefGoogle ScholarPubMed
Waldron, M., Martin, N. G., & Heath, A. C. (2009). Parental alcoholism and offspring behavior problems: Findings in Australian children of twins. Twin Research and Human Genetics, 12(5), 433440. doi:10.1375/twin.12.5.433.CrossRefGoogle ScholarPubMed
Weinberg, N. Z. (1997). Cognitive and behavioral deficits associated with parental alcohol use. Journal of the American Academy of Child and Adolescent Psychiatry, 36(9), 11771186. doi:10.1097/00004583-199709000-00009.CrossRefGoogle ScholarPubMed
Windle, M., & Windle, R. C. (2018). Parental divorce and family history of alcohol disorder: Associations with young adults’ alcohol problems, marijuana use, and interpersonal relations. Alcoholism-Clinical and Experimental Research, 42(6), 10841095. doi:10.1111/acer.13638.CrossRefGoogle ScholarPubMed
Supplementary material: File

Latvala et al. Supplementary Materials

Latvala et al. Supplementary Materials

Download Latvala et al. Supplementary Materials(File)
File 42.6 KB