Skip to main content

Thank you for visiting nature.com. You are using a browser version with limited support for CSS. To obtain the best experience, we recommend you use a more up to date browser (or turn off compatibility mode in Internet Explorer). In the meantime, to ensure continued support, we are displaying the site without styles and JavaScript.

  • Article
  • Published:

Genetic nurture effects for alcohol use disorder

Abstract

We tested whether aspects of the childhood/adolescent home environment mediate genetic risk for alcohol problems within families across generations. Parental relationship discord and parental divorce were the focal environments examined. The sample included participants of European ancestry (N = 4806, 51% female) and African ancestry (N = 1960, 52% female) from the high-risk Collaborative Study on the Genetics of Alcoholism. Alcohol outcomes in the child generation included lifetime criterion counts for DSM-5 Alcohol Use Disorder (AUD), lifetime maximum drinks in 24 h, age at initiation of regular drinking, and age at first alcohol intoxication. Predictors in the parent generation included relationship discord, divorce, alcohol measures parallel to those in the child generation, and polygenic scores for alcohol problems. Parental polygenic scores were partitioned into alleles that were transmitted and non-transmitted to the child. The results from structural equation models were consistent with genetic nurture effects in European ancestry families. Exposure to parental relationship discord and parental divorce mediated, in part, the transmission of genetic risk for alcohol problems from parents to children to predict earlier ages regular drinking (βindirect = −0.018 [−0.026, −0.011]) and intoxication (βindirect = −0.015 [−0.023, −0.008]), greater lifetime maximum drinks (βindirect = 0.006 [0.002, 0.01]) and more lifetime AUD criteria (βindirect = 0.011 [0.006, 0.016]). In contrast, there was no evidence that parental alleles had indirect effects on offspring alcohol outcomes via parental relationship discord or divorce in the smaller number of families of African ancestry. In conclusion, parents transmit genetic risk for alcohol problems to their children not only directly, but also indirectly via genetically influenced aspects of the home environment. Further investigation of genetic nurture in non-European samples is needed.

This is a preview of subscription content, access via your institution

Access options

Buy this article

Prices may be subject to local taxes which are calculated during checkout

Fig. 1: Illustrative extended nature of nurture model for AUDSx (DSM-5 Alcohol Use Disorder Criterion Count) depicting parental divorce and parental AUDSx as mediators of genetic risk across generations.

Similar content being viewed by others

References

  1. Merikangas KR, Leckman JF, Prusoff BA, Pauls DL, Weissman MM. Familial transmission of depression and alcoholism. Arch Gen Psychiat. 1985;42:367–72.

    Article  CAS  Google Scholar 

  2. Hart AB, Kranzler HR. Alcohol dependence genetics: lessons learned from genome-wide association studies (GWAS) and post-GWAS analyses. Alcohol Clin Exp Res. 2015;39:1312–27.

    Article  CAS  Google Scholar 

  3. Kendler KS, Baker JH. Genetic influences on measures of the environment: a systematic review. Psychol Med. 2007;37:615–26.

    Article  Google Scholar 

  4. Hart SA, Little C, van Bergen E. Nurture might be nature: cautionary tales and proposed solutions. NPJ Sci Learn. 2021;6:2.

    Article  Google Scholar 

  5. Green JG. Childhood adversities and adult psychiatric disorders in the National Comorbidity Survey Replication: associations with first onset of DSM-IV disorders. Arch Gen Psychiat. 2010;67:113–23.

    Article  Google Scholar 

  6. Giano Z, Wheeler DL, Hubach RD. The frequencies and disparities of adverse childhood experiences in the U.S. BMC Public Health. 2020;20:1327.

    Article  Google Scholar 

  7. Amato PR, Spencer Loomis L, Booth A. Parental divorce, marital conflict, and offspring well-being during early adulthood. Soc Forces. 1995;73:895–915.

    Article  Google Scholar 

  8. Emery RE. Interparental conflict and the children of discord and divorce. Psychol Bull. 1982;92:310–30.

    Article  CAS  Google Scholar 

  9. Musick K, Meier A Are both parents always better than one? Parental conflict and young adult well-being. Soc Sci Res. 2010;39:814–30.

  10. Amato PR, Kane JB. Parents’ marital distress, divorce, and remarriage: Links with daughters’ early family formation transitions. J Fam Issues. 2011;32:1073–103.

    Article  Google Scholar 

  11. Thompson RG Jr, Lizardi D, Keyes KM, Hasin DS. Childhood or adolescent parental divorce/separation, parental history of alcohol problems, and offspring lifetime alcohol dependence. Drug Alcohol Depend. 2008;98:264–9.

    Article  Google Scholar 

  12. Thompson RG, Alonzo D, Hasin DS. Parental divorce, maternal-paternal alcohol problems, and adult offspring lifetime alcohol dependence. J Soc Work Pr Addict. 2013;13:295–308.

    Article  Google Scholar 

  13. Kessler RC, Davis CG, Kendler KS. Childhood adversity and adult psychiatric disorder in the US National Comorbidity Survey. Psychol Med. 1997;27:1101–19.

    Article  CAS  Google Scholar 

  14. Meyers JL, Sartor CE, Werner KB, Koenen KC, Grant BF, Hasin D. Childhood interpersonal violence and adult alcohol, cannabis, and tobacco use disorders: variation by race/ethnicity? Psychol Med. 2018;48:1540–50.

    Article  Google Scholar 

  15. Jackson KM, Rogers ML, Sartor CE. Parental divorce and initiation of alcohol use in early adolescence. Psychol Addict Behav. 2016;30:450–61.

    Article  Google Scholar 

  16. Waldron M, Watkins NK, Bucholz KK, Madden PAF, Heath AC. Interactive effects of maternal alcohol problems and parental separation on timing of daughter’s first drink. Alcohol Clin Exp Res. 2018;42:120–7.

    Article  Google Scholar 

  17. Bucholz KK, McCutcheon VV, Agrawal A, Dick DM, Hesselbrock VM, Kramer JR, et al. Comparison of parent, peer, psychiatric, and cannabis use influences across stages of offspring alcohol involvement: Evidence from the COGA Prospective Study. Alcohol Clin Exp Res. 2017;41:359–68.

    Article  Google Scholar 

  18. Grant JD, Waldron M, Sartor CE, Scherrer JF, Duncan AE, McCutcheon VV, et al. Parental separation and offspring alcohol involvement: findings from offspring of alcoholic and drug dependent twin fathers. Alcohol Clin Exp Res. 2015;39:1166–73.

    Article  Google Scholar 

  19. Waldron M, Vaughan EL, Bucholz KK, Lynskey MT, Sartor CE, Duncan AE, et al. Risks for early substance involvement associated with parental alcoholism and parental separation in an adolescent female cohort. Drug Alcohol Depend. 2014;138:130–6.

    Article  Google Scholar 

  20. Aro H. Parental discord, divorce and adolescent development. Eur Arch Psychiatry Clin Neurosci. 1988;237:106–1111.

    CAS  Google Scholar 

  21. Huurre T, Lintonen T, Kaprio J, Pelkonen M, Marttunen M, Aro H. Adolescent risk factors for excessive alcohol use at age 32 years. A 16-year prospective follow-up study. Soc Psychiatry Psychiatr Epidemiol. 2010;45:125–34.

    Article  Google Scholar 

  22. Salvatore JE, Larsson Lönn S, Sundquist J, Lichtenstein P, Sundquist K, Kendler K. Alcohol use disorder and divorce: evidence for a genetic correlation in a population-based Swedish sample. Addiction. 2017;112:586–93.

    Article  Google Scholar 

  23. Salvatore JE, Prom-Wormley E, Prescott C, Kendler KS. Overlapping genetic and environmental influences among men’s alcohol consumption and problems, romantic quality, and social support. Psychol Med. 2015;45:2353–64.

    Article  CAS  Google Scholar 

  24. Salvatore JE, Larsson Lönn S, Sundquist J, Sundquist K, Kendler KS. Genetics, the rearing environment, and the intergenerational transmission of divorce: a Swedish national adoption study. Psychol Sci. 2018;29:370–8.

    Article  Google Scholar 

  25. Scarr S, McCartney K. How people make their own environments: a theory of genotype greater than environment effects. Child Dev. 1983;54:424–35.

    CAS  Google Scholar 

  26. Parental divorce and relationship discord as environmental mediators of genetic risk for alcohol problems in offspring [Open Science Framework pre-registration]. Retrieved from osf.io/m27uc, 2021, April 2, Accessed Date Accessed 2021, April 2 Accessed.

  27. Gager CT, Yabiku ST, Linver MR. Conflict or Divorce? Does Parental Conflict and/or Divorce Increase the Likelihood of Adult Children’s Cohabiting and Marital Dissolution? Marriage Fam Rev. 2015;52:243–61.

    Article  Google Scholar 

  28. Begleiter H, Reich T, Hesselbrock V, Porjesz B, Li TK, Schuckit MA, et al. The Collaborative Study on the Genetics of Alcoholism. Alcohol Health Res W. 1995;19:228–36.

    Google Scholar 

  29. Lai D, Wetherill L, Bertelsen S, Carey CE, Kamarajan C, Kapoor M, et al. Genome-wide association studies of alcohol dependence, DSM-IV criterion count and individual criteria. Genes Brain Behav. 2019;18:e12579.

    Article  Google Scholar 

  30. Zheng X, Levine D, Shen J, Gogarten SM, Laurie C, Weir BS. A high-performance computing toolset for relatedness and principal component analysis of SNP data. Bioinformatics. 2012;28:3326–8.

    Article  CAS  Google Scholar 

  31. Cardon LR, Palmer LJ. Population stratification and spurious allelic association. Lancet. 2003;361:598–604.

    Article  Google Scholar 

  32. Bucholz KK, Cadoret R, Cloninger CR, Dinwiddie SH, Hesselbrock VM, Nurnberger JL, et al. A new, semi-structured psychiatric interview for use in genetic linkage studies: A report on the reliability of the SSAGA. J Stud Alcohol. 1994;55:149–58.

    Article  CAS  Google Scholar 

  33. American Psychiatric Association. Diagnostic and statistical manual of mental disorders, fifth edition. 5th edn. American Psychiatric Publishing: Arlington, VA, 2013.

  34. Holmes SJ, Robins LN. The role of parental disciplinary practices in the development of depression and alcoholism. Psychiatry: Interpers Biol Process. 1988;51:24–36.

    Article  CAS  Google Scholar 

  35. Bourdon JL, Tillman R, Francis MW, Dick DM, Stephenson M, Kamarajan C, et al. Characterization of Service Use for Alcohol Problems Across Generations and Sex in Adults With Alcohol Use Disorder. Alcohol Clin Exp Res. 2020;44:746–57.

    Article  Google Scholar 

  36. Choi SW, Mak TS, O’Reilly PF. Tutorial: a guide to performing polygenic risk score analyses. Nat Protoc. 2020;15:2759–72.

    Article  CAS  Google Scholar 

  37. Barr PB, Ksinan A, Su J, Johnson EC, Meyers JL, Wetherill L, et al. Using polygenic scores for identifying individuals at increased risk of substance use disorders in clinical and population samples. Transl Psychiatry. 2020;10:196.

    Article  CAS  Google Scholar 

  38. Easey KE, Wootton RE, Sallis HM, Haan E, Schellhas L, Munafò MR, et al. Characterization of alcohol polygenic risk scores in the context of mental health outcomes: Within-individual and intergenerational analyses in the Avon Longitudinal Study of Parents and Children. Drug Alcohol Depend. 2021;221:108654.

    Article  Google Scholar 

  39. Johnson EC, Sanchez-Roige S, Acion L, Adams MJ, Bucholz KK, Chan G, et al. Polygenic contributions to alcohol use and alcohol use disorders across population-based and clinically ascertained samples. Psychol Med. 2021;51:1147–56.

    Article  Google Scholar 

  40. Lai D, Johnson EC, Colbert S, Pandey G, Chan G, Bauer L, et al. Evaluating risk for alcohol use disorder: Polygenic risk scores and family history. Alcohol Clin Exp Res. 2022;46:374–83.

    Article  Google Scholar 

  41. Ruan Y, Anne Feng Y-C, Chen C-Y, Lam M, Sawa A, Martin AR, et al. Improving polygenic prediction in ancestrally diverse populations. Nat Genet. 2022;54:573–80.

    Article  CAS  Google Scholar 

  42. Walters RK, Polimanti R, Johnson EC, McClintick JN, Adams MJ, Adkins AE, et al. Trans-ancestral GWAS of alcohol dependence reveals common genetic underpinnings with psychiatric disorders. Nat Neurosci. 2018;21:1656–69.

    Article  CAS  Google Scholar 

  43. Sanchez-Roige S, Fontanillas P, Elson SL, 23andMe Research Team, Gray JC, de Wit H, et al. Genome-wide association study of Alcohol Use Disorder Identification Test (AUDIT) scores in 20 328 research participants of European ancestry. Addict Biol. 2017;24:121–31.

    Article  Google Scholar 

  44. Kranzler H, Zhou H, Kember R, Smith RV, Justice A, Damrauer S, et al. Genome-wide association study of alcohol consumption and use disorder in 274,424 individuals from multiple populations. Nat Commun. 2019;10:1499.

    Article  Google Scholar 

  45. Bates TC, Maher BS, Medland SE, McAloney K, Wright MJ, Hansell NK, et al. The nature of nurture: using a virtual-parent design to test parenting effects on children’s educational attainment in genotyped families. Twin Res Hum Genet. 2018;21:73–83.

    Article  Google Scholar 

  46. Kong A, Thorleifsson G, Frigge ML, Vilhjalmsson BJ, Young AI, Thorgeirsson TE, et al. The nature of nurture: effects of parental genotypes. Science. 2018;359:424–8.

    Article  CAS  Google Scholar 

  47. Neale MC, Hunter MD, Pritikin JN, Zahery M, Brick TR, Kirkpatrick RM, et al. OpenMx 2.0: extended structural equation and statistical modeling. Psychometrika. 2016;81:535–49.

    Article  Google Scholar 

  48. R: A language and environment for statistical computing. https://www.R-project.org/, 2021, Accessed Date Accessed 2021 Accessed.

  49. Kendler KS, Ji J, Edwards AC, Ohlsson H, Sundquist J, Sundquist K. An extended Swedish national adoption study of alcohol use disorder. JAMA Psychiatry. 2015;72:211–8.

    Article  Google Scholar 

  50. Werner KB, Grant JD, McCutcheon VV, Madden PA, Heath AC, Bucholz KK, et al. Differences in childhood physical abuse reporting and the association between CPA and alcohol use disorder in European American and African American women. Psychol Addict Behav. 2016;30:423–33.

    Article  Google Scholar 

  51. Saunders GRB, Liu M, Vrieze S, McGue M, Iacono WG, Gwas, et al. Mechanisms of parent-child transmission of tobacco and alcohol use with polygenic risk scores: Evidence for a genetic nurture effect. Dev Psychol. 2021;57:796–804.

    Article  Google Scholar 

  52. Grych JH, Seid M, Fincham FD. Assessing marital conflict from the child’s perspective: the children’s perception of interparental conflict scale. Child Dev. 1992;63:558–72.

    Article  CAS  Google Scholar 

  53. Wymbs BT, Pelham WE. Child effects on communication between parents of youth with and without attention-deficit/hyperactivity disorder. J Abnorm Psychol. 2010;119:366–75.

    Article  Google Scholar 

  54. Emery RE, Binkoff JA, Houts AC, Carr EG. Children as independent variables: some clinical implications of child-effects. Behav Ther. 1983;14:398–412.

    Article  Google Scholar 

Download references

Acknowledgements

The Collaborative Study on the Genetics of Alcoholism (COGA), Principal Investigators B. Porjesz, V. Hesselbrock, T. Foroud; Scientific Director, A. Agrawal; Translational Director, DD, includes eleven different centers: University of Connecticut (VH); Indiana University (HJE, TF, YL, MP); University of Iowa Carver College of Medicine (SK, JK); SUNY Downstate Health Sciences University (BP, JM, CK, AP); Washington University in St. Louis (LB, JR, KB, AA); University of California at San Diego (MS); Rutgers University (JT, RH, JS); The Children’s Hospital of Philadelphia, University of Pennsylvania (LA); Virginia Commonwealth University (DD); Icahn School of Medicine at Mount Sinai (AG, PS); and Howard University (DS). Other COGA collaborators include: L Bauer (University of Connecticut); J. Nurnberger Jr., L. Wetherill, X., Xuei, D. Lai, S. O’Connor, (Indiana University); GC (University of Iowa; University of Connecticut); D.B. Chorlian, J. Zhang, P. Barr, S. Kinreich, G. Pandey (SUNY Downstate); N. Mullins (Icahn School of Medicine at Mount Sinai); A. Anokhin, S. Hartz, E. Johnson, V. McCutcheon, S. Saccone (Washington University); J. Moore, Z. Pang, S. Kuo (Rutgers University); A. Merikangas (The Children’s Hospital of Philadelphia and University of Pennsylvania); F. Aliev (Virginia Commonwealth University); H. Chin and A. Parsian are the NIAAA Staff Collaborators. We continue to be inspired by our memories of Henri Begleiter and Theodore Reich, founding PI and Co-PI of COGA, and also owe a debt of gratitude to other past organizers of COGA, including Ting- Kai Li, P. Michael Conneally, Raymond Crowe, and Wendy Reich, for their critical contributions. This national collaborative study is supported by NIH Grant U10AA008401 from the National Institute on Alcohol Abuse and Alcoholism (NIAAA) and the National Institute on Drug Abuse (NIDA). Additional support for this project came from NIAAA award R01AA028064 to JES. The content is solely the responsibility of the authors and does not necessarily represent the official views of the National Institutes of Health.

Author information

Authors and Affiliations

Authors

Consortia

Contributions

Data curation: NST, SIK, FA. Formal analysis: NST, FA. Conceptualization NST, JES. Writing – Original Draft: NST, JES. Writing – review & editing: NST, JES, SIK, FA, VVM, JMM, KKB, SJB, GC, HJE, CK, JRK, SK, GP, MHP, MAS, DMD. Conception and Design of the COGA Study (COGA Collaborators).

Corresponding authors

Correspondence to Nathaniel S. Thomas or Jessica E. Salvatore.

Ethics declarations

Competing interests

The authors declare no competing interests.

Additional information

Publisher’s note Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Supplementary information

Rights and permissions

Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Thomas, N.S., Salvatore, J.E., Kuo, S.IC. et al. Genetic nurture effects for alcohol use disorder. Mol Psychiatry 28, 759–766 (2023). https://doi.org/10.1038/s41380-022-01816-z

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1038/s41380-022-01816-z

This article is cited by

Search

Quick links