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Marceau K, Loviska AM, Horvath G, Knopik VS. Interactions Between Genetic, Prenatal Substance Use, Puberty, and Parenting are Less Important for Understanding Adolescents' Internalizing, Externalizing, and Substance Use than Developmental Cascades in Multifactorial Models. Behav Genet 2024; 54:181-195. [PMID: 37840057 DOI: 10.1007/s10519-023-10164-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2023] [Accepted: 10/03/2023] [Indexed: 10/17/2023]
Abstract
This study tested interactions among puberty-related genetic risk, prenatal substance use, harsh discipline, and pubertal timing for the severity and directionality (i.e., differentiation) of externalizing and internalizing problems and adolescent substance use. This is a companion paper to Marceau et al. (2021) which examined the same influences in developmental cascade models. Data were from the Avon Longitudinal Study of Parents and Children (ALSPAC) cohort (n = 4504 White boys, n = 4287 White girls assessed from the prenatal period through 18.5 years). We hypothesized generally that later predictors would strengthen the influence of puberty-related genetic risk, prenatal substance use exposure, and pubertal risk on psychopathology and substance use (two-way interactions), and that later predictors would strengthen the interactions of earlier influences on psychopathology and substance use (three-way interactions). Interactions were sparse. Although all fourteen interactions showed that later influences can exacerbate or trigger the effects of earlier ones, they often were not in the expected direction. The most robust moderator was parental discipline, and differing and synergistic effects of biological and socially-relevant aspects of puberty were found. In all, the influences examined here operate more robustly in developmental cascades than in interaction with each other for the development of psychopathology and transitions to substance use.
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Affiliation(s)
- Kristine Marceau
- Purdue University, 225 Hanley Hall, 1202 Mitch Daniels Blvd, West Lafayette, IN, 47907, USA.
| | - Amy M Loviska
- Purdue University, 225 Hanley Hall, 1202 Mitch Daniels Blvd, West Lafayette, IN, 47907, USA
| | - Gregor Horvath
- Department of Biostatistics, University of Michigan, 1415 Washington Heights, Ann Arbor, MI, 48109, USA
| | - Valerie S Knopik
- Purdue University, 225 Hanley Hall, 1202 Mitch Daniels Blvd, West Lafayette, IN, 47907, USA
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Marceau K. The role of parenting in developmental trajectories of risk for adolescent substance use: a bioecological systems cascade model. Front Psychol 2023; 14:1277419. [PMID: 38054168 PMCID: PMC10694242 DOI: 10.3389/fpsyg.2023.1277419] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2023] [Accepted: 10/16/2023] [Indexed: 12/07/2023] Open
Abstract
Parenting is a key influence and prevention target for adolescent substance use, and changes dramatically in form and function during adolescence. This theoretical synthesis reviews evidence of associations of substance use-specific parenting behaviors, dimensions, and styles with adolescent substance use, and integrates key developmental and family theories (e.g., bioecological, dynamical systems, family systems, developmental cascades) and methodological-conceptual advances to illustrate the complex role that parenting plays for the development of adolescent substance use in combination with child and contextual influences. The resulting bioecological systems cascade model centers the dynamic co-development of parenting and child influences in developmental cascades that lead to more or less risk for adolescent substance use. These trajectories are initiated by intergenerational influences, including genetics, parents' familial environments, and child-parent attachment. Culture and context influences are a holistic backdrop shaping parent-adolescent trajectories. Parenting is influences are conceptualized as a complex process by which specific parenting behaviors are informed by and accumulate into parenting dimensions which together comprise general parenting styles and are informed by the broader family context. The co-development of parenting and child biobehavioral risk is shaped by both parents and children, including by the genetics and environments they do and do not share. This co-development is dynamic, and developmental transitions of individuals and the family lead to periods of increased lability or variability that can change the longer-term trajectories of children's risk for substance use. Methodological avenues for future studies to operationalize the model are discussed.
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Affiliation(s)
- Kristine Marceau
- Department of Human Development and Family Science, Purdue University, West Lafayette, IN, United States
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Yang JJ, Wang Z, Trucco EM, Buu A, Lin HC. Chronic pain and delinquency partially explain the effect of the DRD4 gene polymorphism on adult substance use. THE AMERICAN JOURNAL OF DRUG AND ALCOHOL ABUSE 2022; 48:235-244. [PMID: 34710332 DOI: 10.1080/00952990.2021.1977311] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/04/2021] [Revised: 08/31/2021] [Accepted: 09/02/2021] [Indexed: 06/13/2023]
Abstract
Background: The dopamine receptor D4 [DRD4] has been reported to be associated with substance use. Yet, the roles that health conditions and behaviors may play in such association are understudied.Objective: This longitudinal study investigated the potential mediation effects of chronic pain and delinquency in adolescence on the association between the DRD4 2-repeat allele and substance use in adulthood. Sex, witnessing violence, and experiencing violence were also examined as potential moderators for the mediation pathways.Methods: We used the restricted and candidate gene data from the National Longitudinal Study of Adolescent to Adult Health (Waves I-IV) to conduct secondary analysis (N = 8,671; 47% male). A two-step approach was adopted to examine the mediation effects regarding four substance use outcomes in adulthood: number of lifetime alcohol use disorder symptoms, lifetime regular smoker status, past-month smoking, and lifetime "pain killer" misuse. The moderation effects were investigated using stratification and permutation.Results: The DRD4 2-repeat allele was associated with all adulthood substance use outcomes through adolescent chronic pain and delinquency (AORs/IRR range 1.08-3.78; all ps<0.01). The association between delinquency and smoking was higher among females. The association between delinquency and substance use was lower among the participants who witnessed violence in adolescence.Conclusions: This study identified modifiable mediators underlying the association between the DRD4 2-repeat allele and substance use behaviors, concluding that chronic pain and delinquency partially explain the effect of the DRD4 gene polymorphism on adult substance use.
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Affiliation(s)
- James J Yang
- Department of Biostatistics and Data Science, School of Public Health, University of Texas, Houston, TX, USA
| | - Zhi Wang
- Department of Applied Health Science, School of Public Health, Indiana University, Bloomington, IN, USA
| | - Elisa M Trucco
- Department of Psychology, Florida International University, Miami, FL, USA
- Department of Psychiatry, University of Michigan, Ann Arbor, MI, USA
| | - Anne Buu
- Department of Health Promotion and Behavioral Sciences, School of Public Health, University of Texas, Houston, TX, USA
| | - Hsien-Chang Lin
- Department of Applied Health Science, School of Public Health, Indiana University, Bloomington, IN, USA
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Marceau K, Brick LA, Pasman JA, Knopik VS, Reijneveld SA. Interactions between genetic, prenatal, cortisol, and parenting influences on adolescent substance use and frequency: A TRAILS study. Eur Addict Res 2022; 28:176-185. [PMID: 34847558 PMCID: PMC9117435 DOI: 10.1159/000519864] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/19/2021] [Accepted: 09/17/2021] [Indexed: 11/19/2022]
Abstract
INTRODUCTION Dynamic relations between genetic, hormone, and pre- and postnatal environments are theorized as critically important for adolescent substance use but are rarely tested in multifactorial models. This study assessed the impact of interactions of genetic risk and cortisol reactivity with prenatal and parenting influences on both any and frequency of adolescent substance use. METHODS Data are from the TRacking Adolescents' Individual Lives Survey (TRAILS), a prospective longitudinal, multi-rater study of 2,230 Dutch adolescents. Genetic risk was assessed via 3 substance-specific polygenic scores. Mothers retrospectively reported prenatal risk when adolescents were 11 years old. Adolescents rated their parents' warmth and hostility at age 11. Salivary cortisol reactivity was measured in response to a social stress task at age 16. Adolescents' self-reported cigarette, alcohol, and cannabis use frequency at age 16. RESULTS A multivariate hurdle regression model showed that polygenic risk for smoking, alcohol, and cannabis predicted any use of each substance, respectively, but predicted more frequent use only for smoking. Blunted cortisol reactivity predicted any use and more frequent use for all 3 outcomes. There were 2 interactions: blunted cortisol reactivity exacerbated the association of polygenic risk with any smoking and the association of prenatal risk with any alcohol use. CONCLUSION Polygenic risk seems of importance for early use but less so for frequency of use, whereas blunted cortisol reactivity was correlated with both. Blunted cortisol reactivity may also catalyze early risks for substance use, though to a limited degree. Gene-environment interactions play no role in the context of this multifactorial model.
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Affiliation(s)
- Kristine Marceau
- Department of Human Development and Family Studies, Purdue University; 1202 W. State Street, West Lafayette, IN 47907
| | - Leslie A. Brick
- Department of Psychiatry and Human Behavior, Alpert Medical School at Brown University; 700 Butler Drive, Providence, RI, 02906
| | - Joëlle A. Pasman
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Solnavägen 1, 171 77 Solna, Sweden
| | - Valerie S. Knopik
- Department of Human Development and Family Studies, Purdue University; 1202 W. State Street, West Lafayette, IN 47907
| | - Sijmen A. Reijneveld
- Department of Health Sciences, University Medical Center Groningen, University of Groningen; Hanzeplein 1, 9713 GZ Groningen, Netherlands
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Trucco EM, Hartmann SA. Understanding the Etiology of Adolescent Substance Use through Developmental Perspectives. CHILD DEVELOPMENT PERSPECTIVES 2021; 15:257-264. [PMID: 34987602 PMCID: PMC8722499 DOI: 10.1111/cdep.12426] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
There are notable risks associated with alcohol, cigarette, and marijuana use during adolescence. Yet, there is no single cause for adolescent substance use. The etiology of substance use is known to develop over time, across multiple levels of influence. Informed by developmental perspectives, this review aims to provide an overview of biological (e.g., genetic, neuroimaging), individual (e.g., temperament, behavior problems), and social (e.g., parents, peers) factors that increase risk for and protection against this multifaceted phenomenon. Additionally, emerging areas of research are highlighted, as well as preliminary work examining the etiology of adolescent substance use across multiple levels of influence. Understanding early factors associated with the emergence of adolescent substance use can help inform prevention programming to reduce subsequent cognitive impairments and psychopathology. Adaptive individualized interventions addressing various domains linked to adolescent substance use in real-time are likely to have significant utility given the numerous pathways to adolescent substance use.
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Affiliation(s)
- Elisa M. Trucco
- Psychology Department and the Center for Children and Families, Florida International University, Miami, FL
- Psychiatry Department, University of Michigan, Ann Arbor, MI
| | - Sarah A. Hartmann
- Psychology Department and the Center for Children and Families, Florida International University, Miami, FL
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Gerra ML, Gerra MC, Tadonio L, Pellegrini P, Marchesi C, Mattfeld E, Gerra G, Ossola P. Early parent-child interactions and substance use disorder: An attachment perspective on a biopsychosocial entanglement. Neurosci Biobehav Rev 2021; 131:560-580. [PMID: 34606823 DOI: 10.1016/j.neubiorev.2021.09.052] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2021] [Revised: 09/28/2021] [Accepted: 09/29/2021] [Indexed: 12/19/2022]
Abstract
This review aims to elucidate environmental and genetic factors, as well as their epigenetic and neuroendocrine moderators, that may underlie the association between early childhood experiences and Substance Use Disorders (SUD), through the lens of parental attachment. Here we review those attachment-related studies that examined the monoaminergic systems, the hypothalamic pituitary adrenal stress response system, the oxytoninergic system, and the endogenous opioid system from a genetic, epigenetic, and neuroendocrine perspective. Overall, the selected studies point to a moderating effect of insecure attachment between genetic vulnerability and SUD, reasonably through epigenetic modifications. Preliminary evidence suggests that vulnerability to SUDs is related with hypo-methylation (e.g. hyper-expression) of high-risk polymorphisms on the monoaminergic and hypothalamic pituitary adrenal system and hyper-methylation (e.g. hypo-expressions) of protective polymorphisms on the opioid and oxytocin system. These epigenetic modifications may induce a cascade of neuroendocrine changes contributing to the subclinical and behavioural manifestations that precede the clinical onset of SUD. Protective and supportive parenting could hence represent a key therapeutic target to prevent addiction and moderate insecure attachment.
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Affiliation(s)
| | - Maria Carla Gerra
- Center for Neuroplasticity and Pain (CNAP), SMI®, Department of Health Science and Technology, Aalborg University, Aalborg, Denmark.
| | | | | | - Carlo Marchesi
- Psychiatry Unit, Department of Medicine and Surgery, University of Parma, Parma, Italy.
| | - Elizabeth Mattfeld
- Drug Prevention and Health Branch, Prevention Treatment and Rehabilitation Section, United Nations Office on Drugs and Crime, Vienna, Austria.
| | - Gilberto Gerra
- Department of Mental Health, AUSL of Parma, Parma, Italy.
| | - Paolo Ossola
- Center for Neuroplasticity and Pain (CNAP), SMI®, Department of Health Science and Technology, Aalborg University, Aalborg, Denmark.
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Marceau K, Horvath G, Loviska AM, Knopik VS. Developmental Cascades from Polygenic and Prenatal Substance Use to Adolescent Substance Use: Leveraging Severity and Directionality of Externalizing and Internalizing Problems to Understand Pubertal and Harsh Discipline-Related Risk. Behav Genet 2021; 51:559-579. [PMID: 34241754 PMCID: PMC8628579 DOI: 10.1007/s10519-021-10068-6] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2021] [Accepted: 05/26/2021] [Indexed: 12/13/2022]
Abstract
The current study leveraged the Avon Longitudinal Study of Parents and Children (ALSPAC) cohort (n = 4504 White boys, n = 4287 White girls assessed from the prenatal period through 18.5 years of age) to test a developmental cascade from genetic and prenatal substance use through pubertal timing and parenting to the severity of (regardless of type) and directionality (i.e., differentiation) of externalizing and internalizing problems to adolescent substance use. Limited associations of early pubertal timing with substance use outcomes were only observable via symptom directionality, differently for girls and boys. For boys, more severe exposure to prenatal substance use influenced adolescent substance use progression via differentiation towards relatively more pure externalizing problems, but in girls the associations were largely direct. Severity and especially directionality (i.e., differentiation towards relatively more pure externalizing problems) were key intermediaries in developmental cascades from parental harsh discipline with substance use progressions for girls and boys.
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Affiliation(s)
- Kristine Marceau
- Purdue University, 225 Hanley Hall, 1202 W. State Street, West Lafayette, IN, 47906, USA.
| | | | - Amy M Loviska
- Purdue University, 225 Hanley Hall, 1202 W. State Street, West Lafayette, IN, 47906, USA
| | - Valerie S Knopik
- Purdue University, 225 Hanley Hall, 1202 W. State Street, West Lafayette, IN, 47906, USA
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