ArticleJAMA psychiatry2019
Multi-Polygenic Score Approach to Identifying Individual Vulnerabilities Associated With the Risk of Exposure to Bullying.
Article in JAMA psychiatry, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 39 papers, 6 of them syntheses that pooled it.
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Who cites it
39 citing papers in PubMed, 6 syntheses or guidelines pooled it.
- The Relationship Between School Bullying and Suicide-Related Behaviors Among Sexual Minorities: A Systematic Review and Meta-Analysis.Archives of sexual behavior · 2025Pooled it
- Genetic and environment influences on childhood victimization: a systematic review and meta-analysis.Molecular psychiatry · 2025Pooled it
- Child Maltreatment, Peer Victimization, and Mental Health: Neurocognitive Perspectives on the Cycle of Victimization.Trauma, violence & abuse · 2023Pooled it
- Understanding the association between adverse childhood experiences and subsequent attention deficit hyperactivity disorder: A systematic review and meta-analysis of observational studies.Brain and behavior · 2022Pooled it
- Schizophrenia Polygenic Risk and Experiences of Childhood Adversity: A Systematic Review and Meta-analysis.Schizophrenia bulletin · 2022Pooled it
- Systematic Review: How the Attention-Deficit/Hyperactivity Disorder Polygenic Risk Score Adds to Our Understanding of ADHD and Associated Traits.Journal of the American Academy of Child and Adolescent Psychiatry · 2021Pooled it
- Vulnerability to bullying victimization: an investigation of genetic and environmental risk factors in a twin-family study.European journal of psychotraumatology · 2026Article
- Unpacking early risks for peer victimization: A network analysis of early temperament and polygenic risk scores.JCPP advances · 2026Article
- Investigating the impact of early adversity on perceived support from parents and friends in preadolescence: Do genetic predispositions and timing of exposure matter?JCPP advances · 2026Article
- Young adult self-harm: The role of victimisation and polygenic risk in a population-based longitudinal study.JCPP advances · 2026Article
- Neurodevelopmental traits as mechanisms linking genetic predispositions to bullying involvement.European child & adolescent psychiatry · 2026Article
- Association between bullying victimization and obsessive-compulsive disorder: a population-based, genetically informative study.Molecular psychiatry · 2025Article
- Genetic predisposition for negative affect predicts mental health burden during the COVID-19 pandemic.European archives of psychiatry and clinical neuroscience · 2025Article
- The healthy context paradox: a cross-country analysis of the association between bullying victimisation and adolescent mental health.European child & adolescent psychiatry · 2025Article
- Machine learning models for predicting blood pressure phenotypes by combining multiple polygenic risk scores.Scientific reports · 2024Article
- Examining intergenerational risk factors for conduct problems using polygenic scores in the Norwegian Mother, Father and Child Cohort Study.Molecular psychiatry · 2024Article
- Machine learning models for blood pressure phenotypes combining multiple polygenic risk scores.medRxiv : the preprint server for health sciences · 2023Article
- Relationship Between Retinal Layer Thickness and Genetic Susceptibility to Age-Related Macular Degeneration in Asian Populations.Ophthalmology science · 2023Article
- Early risk factors for joint trajectories of bullying victimisation and perpetration.European child & adolescent psychiatry · 2023Article
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Authors and funding
10 authors.
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Abstract
Importance: Exposure to bullying is a prevalent experience with adverse consequences throughout the life span. Individual vulnerabilities and traits, such as preexisting mental health problems, may be associated with increased likelihood of experiencing bullying. Identifying such individual vulnerabilities and traits is essential for a better understanding of the etiology of exposure to bullying and for tailoring effective prevention. Objective: To identify individual vulnerabilities and traits associated with exposure to bullying in childhood and adolescence. Design, Setting, and Participants: For this study, data were drawn from the Avon Longitudinal Study of Parents and Children (ALSPAC), a population-based birth cohort study. The initial ALSPAC sample consisted of 14 062 children born to women residing in Avon, United Kingdom, with an expected date of delivery between April 1, 1991, and December 31, 1992. Collection of the ALSPAC data began in September 6, 1990, and the last follow-up assessment of exposure to bullying was conducted when participants were 13 years of age. Data analysis was conducted from November 1, 2017, to January 1, 2019. Exposures: The polygenic score approach was used to derive genetic proxies that indexed vulnerabilities and traits. A total of 35 polygenic scores were computed for a range of mental health vulnerabilities (eg, depression) and traits related to cognition (eg, intelligence), personality (eg, neuroticism), and physical measures (eg, body mass index), as well as negative controls (eg, osteoporosis). Main Outcomes and Measures: Single and multi-polygenic score regression models were fitted to test the association between indexed traits and exposure to bullying. Children completed the Bullying and Friendship Interview Schedule at the ages of 8, 10, and 13 years. A mean score of exposure to bullying across ages was used as the main outcome. Results: A total of 5028 genotyped individuals (2481 boys and 2547 girls) with data on exposure to bullying were included. Among the 35 initially included polygenic scores, 11 were independently associated with exposure to bullying; no significant association was detected for the 24 remaining scores. In multivariable analyses, 5 polygenic scores were associated with exposure to bullying; the largest associations were present for genetic risk relating to mental health vulnerabilities, including diagnosis of depression (standardized b = 0.065; 95% CI, 0.035-0.095) and attention-deficit/hyperactivity disorder (standardized b = 0.063; 95% CI, 0.035-0.091), followed by risk taking (standardized b = 0.041; 95% CI, 0.013-0.069), body mass index (standardized b = 0.036; 95% CI, 0.008-0.064), and intelligence (standardized b = -0.031; 95% CI, -0.059 to 0.003). Conclusion and Relevance: Using the multi-polygenic score approach, the findings implicate preexisting mental health vulnerabilities as risk factors for exposure to bullying. A mechanistic understanding of how these vulnerabilities link to exposure of bullying is important to inform prevention strategies.
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