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Leve LD, Kanamori M, Humphreys KL, Jaffee SR, Nusslock R, Oro V, Hyde LW. The Promise and Challenges of Integrating Biological and Prevention Sciences: A Community-Engaged Model for the Next Generation of Translational Research. PREVENTION SCIENCE : THE OFFICIAL JOURNAL OF THE SOCIETY FOR PREVENTION RESEARCH 2024; 25:1177-1199. [PMID: 39225944 PMCID: PMC11652675 DOI: 10.1007/s11121-024-01720-8] [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] [Accepted: 08/11/2024] [Indexed: 09/04/2024]
Abstract
Beginning with the successful sequencing of the human genome two decades ago, the possibility of developing personalized health interventions based on one's biology has captured the imagination of researchers, medical providers, and individuals seeking health care services. However, the application of a personalized medicine approach to emotional and behavioral health has lagged behind the development of personalized approaches for physical health conditions. There is potential value in developing improved methods for integrating biological science with prevention science to identify risk and protective mechanisms that have biological underpinnings, and then applying that knowledge to inform prevention and intervention services for emotional and behavioral health. This report represents the work of a task force appointed by the Board of the Society for Prevention Research to explore challenges and recommendations for the integration of biological and prevention sciences. We present the state of the science and barriers to progress in integrating the two approaches, followed by recommended strategies that would promote the responsible integration of biological and prevention sciences. Recommendations are grounded in Community-Based Participatory Research approaches, with the goal of centering equity in future research aimed at integrating the two disciplines to ultimately improve the well-being of those who have disproportionately experienced or are at risk for experiencing emotional and behavioral problems.
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Affiliation(s)
- Leslie D Leve
- Prevention Science Institute, University of Oregon, Eugene, USA.
- Department of Counseling Psychology and Human Services, University of Oregon, Eugene, USA.
- Cambridge Public Health, University of Cambridge, Cambridge, UK.
| | - Mariano Kanamori
- Department of Public Health Sciences, University of Miami Miller School of Medicine, Miami, USA
| | - Kathryn L Humphreys
- Department of Psychology and Human Development, Vanderbilt University, Nashville, USA
| | - Sara R Jaffee
- Department of Psychology, University of Pennsylvania, Philadelphia, USA
| | - Robin Nusslock
- Department of Psychology & Institute for Policy Research, Northwestern University, Evanston, USA
| | - Veronica Oro
- Prevention Science Institute, University of Oregon, Eugene, USA
| | - Luke W Hyde
- Department of Psychology & Survey Research Center at the Institute for Social Research, University of Michigan, Ann Arbor, USA
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Fite P, Hesse D, Hichborn E, Baca S. Do Symptoms of Depression Moderate the Links Between Reactive and Proactive Aggression and Frequency of Substance Use? Child Psychiatry Hum Dev 2024:10.1007/s10578-024-01763-6. [PMID: 39373795 DOI: 10.1007/s10578-024-01763-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 09/17/2024] [Indexed: 10/08/2024]
Abstract
Youth substance use continues to be a public health concern, with both aggressive behavior and symptoms of depression commonly identified as risk factors for adolescent substance use. However, more research is needed to understand how proactive and reactive functions of aggression are uniquely associated with the frequency of use of specific substances and how these functions of aggression interact with symptoms of depression to contribute to substance use. To this end, the current study examined these associations in a sample of detained youth (N = 229; 80.7% Male). Results suggested that reactive aggression is uniquely associated with traditional cigarette, alcohol, and marijuana use, while proactive aggression is uniquely associated with prescription drug use. Further, although symptoms of depression did not uniquely contribute to the frequency of substance use, symptoms of depression moderate links between proactive aggression and frequency of traditional cigarette, alcohol, and prescription drug use such that proactive aggression is associated with increased frequency of use only when symptoms of depression are low. Findings suggest the need to consider functions of aggression when identifying risk for frequent substance use, as there may be distinct targets of intervention depending on the function of aggression.
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Oro V, Bates EJS, Natsuaki MN, Neiderhiser JM, Ganiban JM, Shaw DS, Leve LD. Integrating the family stress model within a longitudinal sibling-adoption study of adolescent externalizing behavior. JOURNAL OF RESEARCH ON ADOLESCENCE : THE OFFICIAL JOURNAL OF THE SOCIETY FOR RESEARCH ON ADOLESCENCE 2024. [PMID: 39098646 DOI: 10.1111/jora.13001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/31/2023] [Accepted: 07/01/2024] [Indexed: 08/06/2024]
Abstract
Using a sample of linked adopted children, adoptive and birth parents (N = 561), and biological siblings residing in the birth parent home (N = 191), we examined the role of genetics within family stress processes. We tested parental hostility (7 years) as a mediator of the associations between socioeconomic strain and rearing parent psychopathology (4 years) and adolescent externalizing behaviors (11 years) in adoptive and biological parent homes. Next, we examined parent social support (4 years) as a moderator of paths from socioeconomic strain and parent psychopathology to parental hostility. Parental hostility significantly mediated effects of socioeconomic strain and parent psychopathology on adolescent externalizing behaviors in biological and adoptive parent homes, respectively. Equivalence testing of the paths to adolescent externalizing behaviors across family types indicated a negligible role of passive gene-environment correlation. Parent social support significantly attenuated the effect of parent psychopathology on parental hostility in biological families. Birth parent externalizing behaviors were not significantly associated with adoptee externalizing behaviors nor adoptive parent hostility, suggesting negligible heritable risk or evocative gene-environment processes. Full- and half-sibling correlations indicated that children's unique rearing contexts contributed to the parenting they received and the externalizing behavior they exhibited. Implications for intervention are discussed.
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Affiliation(s)
- Veronica Oro
- Prevention Science Institute, University of Oregon, Eugene, Oregon, USA
| | - Elizabeth J S Bates
- Department of Counseling Psychology and Human Services, University of Oregon, Eugene, Oregon, USA
| | - Misaki N Natsuaki
- Department of Psychology, University of California Riverside, Riverside, California, USA
| | - Jenae M Neiderhiser
- Department of Psychology, The Pennsylvania State University, University Park, Pennsylvania, USA
| | - Jody M Ganiban
- Department of Psychological and Brain Sciences, The George Washington University, Washington, District of Columbia, USA
| | - Daniel S Shaw
- Department of Psychology, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Leslie D Leve
- Prevention Science Institute, University of Oregon, Eugene, Oregon, USA
- Department of Counseling Psychology and Human Services, University of Oregon, Eugene, Oregon, USA
- Cambridge Public Health, University of Cambridge, Cambridge, UK
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Elam KK, Su J, Aliev F, Trevino A, Kutzner J, Seo DC. Polygenic Effects on Individual Rule Breaking, Peer Rule Breaking, and Alcohol Sips Across Early Adolescence in the ABCD Study. Res Child Adolesc Psychopathol 2023; 51:1425-1438. [PMID: 37273065 PMCID: PMC10601492 DOI: 10.1007/s10802-023-01090-9] [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] [Accepted: 05/25/2023] [Indexed: 06/06/2023]
Abstract
Alcohol use emerges during early adolescence and is strongly associated with individual and peer risky, delinquent, and rule breaking behaviors. Genetic predisposition for risky behavior contributes to individual rule breaking in adolescence and can also evoke peer rule breaking or lead youth to select into delinquent peer groups via gene-environment correlations (rGE), collectively increasing risk for alcohol use. Little research has examined whether genetic predisposition for risky behavior contributes to individual and peer rule breaking behavior in developmental pathways to alcohol use in early adolescence or in large diverse racial/ethnic populations. To address this, polygenic scores for risky behavior were considered predictors of individual rule breaking, peer rule breaking, and alcohol sips using data from the Adolescent Brain Cognitive Development (ABCD) study at age 11-12 and 12-13 in a cross-time cross-lagged model. This was examined separately in European American (EA; n = 5113; 47% female), African American (AA; n = 1159; 50% female), and Hispanic/Latinx (Latinx; n = 1624; 48% female) subgroups accounting for sociodemographic covariates and genetic ancestry principal components. Polygenic scores were positively associated with all constructs in EAs, with individual rule breaking at age 11-12 in AAs and Latinx, and with alcohol sips at age 11-12 in Latinx. Individual and peer rule breaking were associated with one another across time only in the EA subgroup. In all subgroups, peer rule breaking at 12-13 was associated with alcohol sips at 12-13. Results indicate that alcohol sips in early adolescence are associated with individual and peer rule breaking with rGE implicated in EAs.
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Affiliation(s)
- Kit K Elam
- Department of Applied Health Science, Indiana University, 1025 E. 7th St., Suite 116, Bloomington, IN, 47405, USA.
| | - Jinni Su
- Department of Psychology, Arizona State University, Tempe, USA
| | - Fazil Aliev
- Department of Psychiatry, Rutgers Robert Wood Johnson Medical School, New Brunswick, USA
| | - Angel Trevino
- Department of Psychology, Arizona State University, Tempe, USA
| | - Jodi Kutzner
- Department of Applied Health Science, Indiana University, 1025 E. 7th St., Suite 116, Bloomington, IN, 47405, USA
| | - Dong-Chul Seo
- Department of Applied Health Science, Indiana University, 1025 E. 7th St., Suite 116, Bloomington, IN, 47405, USA
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Tein JY, Wang FL, Oro V, Kim H, Shaw D, Wilson M, Lemery-Chalfant K. The role of early intervention for adolescent mental health and polydrug use: Cascading mediation through childhood growth in the general psychopathology (p) factor. Dev Psychol 2023; 59:1484-1495. [PMID: 37199932 PMCID: PMC10524853 DOI: 10.1037/dev0001543] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/19/2023]
Abstract
This study is a secondary data analysis that extends knowledge about the effects of the early childhood Family Check-Up (FCU) intervention to trajectories of general psychopathology problems (p factor) across early and middle childhood, and effects on adolescent psychopathology and polydrug use. The Early Steps Multisite study (ClinicalTrials.gov Identifier NCT00538252) is a randomized controlled trial of the FCU and consists of a large, racially and ethnically diverse sample of children who grew up in low-income households in Pittsburgh, Pennsylvania; Eugene, Oregon; and Charlottesville, Virginia (n = 731; 49% female; 27.6% African American, 46.7% European American, 13.3% Hispanic/Latinx). To represent a comorbid presentation of internalizing and externalizing problems, we fit a bifactor model that included a general psychopathology (p) factor at eight ages in early childhood (ages 2-4), middle childhood (ages 7.5-10.5), and adolescence (age 14). Latent growth curve modeling was conducted to examine trajectories of the p factor across ages within the developmental periods of early and middle childhood. The effects of FCU on the reductions in growth in the childhood p factor had cascading effects on adolescent p factor (i.e., within-domain effect) and polydrug use (i.e., across-domain effect). Findings underscore the utility of the early FCU in preventing a host of maladaptive adolescent outcomes across diverse settings and populations. (PsycInfo Database Record (c) 2023 APA, all rights reserved).
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Elam KK, Lemery-Chalfant K, Chassin L. A gene-environment cascade theoretical framework of developmental psychopathology. JOURNAL OF PSYCHOPATHOLOGY AND CLINICAL SCIENCE 2023; 132:287-296. [PMID: 36201798 PMCID: PMC10076453 DOI: 10.1037/abn0000546] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/12/2023]
Abstract
Previous theories have emphasized genetic effects "inside the skin" via endophenotypes within the broader developmental psychopathology theory. Expanding on the mechanisms of gene-environment correlation, we propose a new integrative framework emphasizing how genetic effects "outside the skin" (Reiss & Leve, 2007) accumulate due to individual variation in social information processing in negative environments and sociocultural contexts as part of developmental cascades to psychopathology. In this gene-environment cascade theoretical framework, genetic predisposition for psychopathology, as well as stable traits and behaviors, can lead to negative environments via gene-environment correlations that can be exacerbated or buffered by an individual's social information processing. Moreover, these "environments" range from dyadic social relationships to broader sociocultural contexts. Over time, these processes exacerbate one another as part of developmental cascades, resulting in accumulating risk for psychopathology. By focusing on gene-environment correlations and integrating disparate social-emotional, cognitive, and sociocultural research domains, this framework delineates key processes by which early genetic predisposition can contribute to developmentally distinct and accumulating risk for psychopathology over the life course. Implications for intervention and methodological advances that facilitate testing models are presented. This new framework moves the field further away from genetic determinism by informing targets of early psychosocial prevention. (PsycInfo Database Record (c) 2023 APA, all rights reserved).
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Affiliation(s)
- Kit K Elam
- Department of Applied Health Science, Indiana University Bloomington
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Elam KK, Mun CJ, Kutzner J, Ha T. Polygenic Risk for Aggression Predicts Adult Substance Use Disorder Diagnoses via Substance Use Offending in Emerging Adulthood and is Moderated by a Family-Centered Intervention. Behav Genet 2021; 51:607-618. [PMID: 34117582 PMCID: PMC8404142 DOI: 10.1007/s10519-021-10070-y] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2021] [Accepted: 05/28/2021] [Indexed: 12/31/2022]
Abstract
A substance use offense reflects an encounter with law enforcement and the court system in response to breaking the law which may increase risk for substance use problems later in life. Individuals may also be at risk for substance use offending and substance use problems based on genetic predisposition. We examined a mediation model in which polygenic risk for aggression predicted adult substance use disorder diagnoses (SUD) via substance use offending in emerging adulthood. In addition, we explored for potential attenuation of genetic influences on these outcomes by a family-based intervention, the Family Check-Up (FCU). Secondary data analyses based upon the Project Alliance 1 sample was conducted among those with genetic data (n = 631; 322 from control and 309 from FCU intervention). The sample was ethnically diverse (30% African American, 44% European American, 6% Latinx, 4% Asian American, 3% Native American, and 13% Other). Greater polygenic risk for aggression was found to increase risk for substance use violations (age 19-23), which in turn was associated with greater likelihood of being diagnosed with SUD at age 27. A gene-by-intervention effect was found in which individuals in the control group had greater risk for SUD with increasing polygenic risk for aggression. Some convergence in results was found when replicating analyses in African American and European American subgroups. Results imply that genetic predisposition may increase risk for problematic substance use later in life via antisocial behavior, such as substance use offending, and that this can be attenuated by a family-centered intervention.
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Affiliation(s)
- Kit K Elam
- Department of Applied Health Science, Indiana University, 1025 E. 7th St., Suite 116, Bloomington, IN, 47405, USA.
| | - Chung Jung Mun
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins School of Medicine, Baltimore, USA
- Edson College of Nursing and Health Innovation, Arizona State University, Tempe, USA
| | - Jodi Kutzner
- Department of Applied Health Science, Indiana University, 1025 E. 7th St., Suite 116, Bloomington, IN, 47405, USA
| | - Thao Ha
- Department of Psychology, Arizona State University, Tempe, USA
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An Introduction to the Special Issue: Developmental Behavior Genetics and Externalizing Psychopathology. Behav Genet 2021; 51:443-447. [PMID: 34304323 DOI: 10.1007/s10519-021-10078-4] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
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