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Li N, Hein S, Cavitt J, Chapman J, Foley Geib C, Grigorenko EL. Applying Item Response Theory Analysis to the SAVRY in Justice-Involved Youth. Assessment 2023; 30:2373-2386. [PMID: 36658778 DOI: 10.1177/10731911221146120] [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] [Indexed: 01/21/2023]
Abstract
This study investigated item- and test-level functioning of the Structured Assessment of Violence Risk in Youth (SAVRY) and differential item functioning (DIF) across gender and race/ethnicity in justice-involved youth (JIY) using item response theory analysis. Participants were 868 JIY (23.7% female; 26.9% White, 50.9% Black, and 22.2% Hispanic) in pre-trial detention centers in Connecticut. Results obtained from the application of the graded response model showed that the SAVRY items were not equally discriminating JIY with varying levels of the latent trait, with "Poor compliance" as the most discriminating item and "History of self-harm or suicide attempts" as the least discriminating item. At the test level, the SAVRY provided precise (reliable) information about the latent trait for the majority of JIY whose latent trait between two standard deviations below and above the mean. Results of DIF revealed that six items operated inconsistently between White, Black, and Hispanic JIY, among which two items also functioned differentially across gender.
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Affiliation(s)
- Nan Li
- University of Houston, Houston, TX, USA
| | | | | | | | | | - Elena L Grigorenko
- University of Houston, Houston, TX, USA
- Baylor College of Medicine, Houston, TX, USA
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2
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Monoamine and neuroendocrine gene-sets associate with frustration-based aggression in a gender-specific manner. Eur Neuropsychopharmacol 2020; 30:75-86. [PMID: 29191428 DOI: 10.1016/j.euroneuro.2017.11.016] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/02/2017] [Revised: 11/05/2017] [Accepted: 11/09/2017] [Indexed: 12/23/2022]
Abstract
Investigating phenotypic heterogeneity in aggression and understanding the molecular biological basis of aggression subtypes may lead to new prevention and treatment options. In the current study, we evaluated the taxonomy of aggression and examined specific genetic mechanisms underlying aggression subtypes in healthy males and females. Confirmatory Factor Analysis (CFA) was used to replicate a recently reported three-factor model of the Reactive Proactive Questionnaire (RPQ) in healthy adults (n = 661; median age 24.0 years; 41% male). Gene-set association analysis, aggregating common genetic variants within (a combination of) three molecular pathways previously implicated in aggression, i.e. serotonergic, dopaminergic, and neuroendocrine signaling, was conducted with MAGMA software in males and females separately (total n = 395) for aggression subtypes. We replicate the three-factor CFA model of the RPQ, and found males to score significantly higher on one of these factors compared to females: proactive aggression. The genetic association analysis showed a female-specific association of genetic variation in the combined gene-set with a different factor of the RPQ; reactive aggression due to internal frustration. Both the neuroendocrine and serotonergic gene-sets contributed significantly to this association. Our genetic findings are subtype- and sex-specific, stressing the value of efforts to reduce heterogeneity in research of aggression etiology. Importantly, subtype- and sex-differences in the underlying pathophysiology of aggression suggest that optimal treatment options will have to be tailored to the individual patient. Male and female needs of intervention might differ, stressing the need for sex-specific further research of aggression. Our work highlights opportunities for sample size maximization offered by population-based studies of aggression.
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Ruisch IH, Dietrich A, Glennon JC, Buitelaar JK, Hoekstra PJ. Interplay between genome-wide implicated genetic variants and environmental factors related to childhood antisocial behavior in the UK ALSPAC cohort. Eur Arch Psychiatry Clin Neurosci 2019; 269:741-752. [PMID: 30569215 PMCID: PMC6689282 DOI: 10.1007/s00406-018-0964-5] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/09/2018] [Accepted: 12/06/2018] [Indexed: 12/12/2022]
Abstract
We investigated gene-environment (G × E) interactions related to childhood antisocial behavior between polymorphisms implicated by recent genome-wide association studies (GWASs) and two key environmental adversities (maltreatment and smoking during pregnancy) in a large population cohort (ALSPAC). We also studied the MAOA candidate gene and addressed comorbid attention-deficit/hyperactivity disorder (ADHD). ALSPAC is a large, prospective, ethnically homogeneous British cohort. Our outcome consisted of mother-rated conduct disorder symptom scores at age 7;9 years. G × E interactions were tested in a sex-stratified way (α = 0.0031) for four GWAS-implicated variants (for males, rs4714329 and rs9471290; for females, rs2764450 and rs11215217), and a length polymorphism near the MAOA-promoter region. We found that males with rs4714329-GG (P = 0.0015) and rs9471290-AA (P = 0.0001) genotypes were significantly more susceptible to effects of smoking during pregnancy in relation to childhood antisocial behavior. Females with the rs11215217-TC genotype (P = 0.0018) were significantly less susceptible to effects of maltreatment, whereas females with the MAOA-HL genotype (P = 0.0002) were more susceptible to maltreatment effects related to antisocial behavior. After adjustment for comorbid ADHD symptomatology, aforementioned G × E's remained significant, except for rs11215217 × maltreatment, which retained only nominal significance. Genetic variants implicated by recent GWASs of antisocial behavior moderated associations of smoking during pregnancy and maltreatment with childhood antisocial behavior in the general population. While we also found a G × E interaction between the candidate gene MAOA and maltreatment, we were mostly unable to replicate the previous results regarding MAOA-G × E's. Future studies should, in addition to genome-wide implicated variants, consider polygenic and/or multimarker analyses and take into account potential sex stratification.
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Affiliation(s)
- I. Hyun Ruisch
- Department of Child and Adolescent Psychiatry, University of Groningen, University Medical Center Groningen, Hanzeplein 1, 9713GZ Groningen, The Netherlands
| | - Andrea Dietrich
- Department of Child and Adolescent Psychiatry, University of Groningen, University Medical Center Groningen, Hanzeplein 1, 9713GZ Groningen, The Netherlands
| | - Jeffrey C. Glennon
- Department of Cognitive Neuroscience, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, Geert Grooteplein Zuid 10, 6525GA Nijmegen, The Netherlands
| | - Jan K. Buitelaar
- Department of Cognitive Neuroscience, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, Geert Grooteplein Zuid 10, 6525GA Nijmegen, The Netherlands
- Karakter Child and Adolescent Psychiatry University Centre, Reinier Postlaan 12, 6525GC Nijmegen, The Netherlands
| | - Pieter J. Hoekstra
- Department of Child and Adolescent Psychiatry, University of Groningen, University Medical Center Groningen, Hanzeplein 1, 9713GZ Groningen, The Netherlands
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van Donkelaar MMJ, Hoogman M, Pappa I, Tiemeier H, Buitelaar JK, Franke B, Bralten J. Pleiotropic Contribution of MECOM and AVPR1A to Aggression and Subcortical Brain Volumes. Front Behav Neurosci 2018; 12:61. [PMID: 29666571 PMCID: PMC5891600 DOI: 10.3389/fnbeh.2018.00061] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2017] [Accepted: 03/15/2018] [Indexed: 11/16/2022] Open
Abstract
Reactive and proactive subtypes of aggression have been recognized to help parse etiological heterogeneity of this complex phenotype. With a heritability of about 50%, genetic factors play a role in the development of aggressive behavior. Imaging studies implicate brain structures related to social behavior in aggression etiology, most notably the amygdala and striatum. This study aimed to gain more insight into the pathways from genetic risk factors for aggression to aggression phenotypes. To this end, we conducted genome-wide gene-based cross-trait meta-analyses of aggression with the volumes of amygdala, nucleus accumbens and caudate nucleus to identify genes influencing both aggression and aggression-related brain volumes. We used data of large-scale genome-wide association studies (GWAS) of: (a) aggressive behavior in children and adolescents (EAGLE, N = 18,988); and (b) Magnetic Resonance Imaging (MRI)-based volume measures of aggression-relevant subcortical brain regions (ENIGMA2, N = 13,171). Second, the identified genes were further investigated in a sample of healthy adults (mean age (SD) = 25.28 (4.62) years; 43% male) who had genome-wide genotyping data and questionnaire data on aggression subtypes available (Brain Imaging Genetics, BIG, N = 501) to study their effect on reactive and proactive subtypes of aggression. Our meta-analysis identified two genes, MECOM and AVPR1A, significantly associated with both aggression risk and nucleus accumbens (MECOM) and amygdala (AVPR1A) brain volume. Subsequent in-depth analysis of these genes in healthy adults (BIG), including sex as an interaction term in the model, revealed no significant subtype-specific gene-wide associations. Using cross-trait meta-analysis of brain measures and psychiatric phenotypes, this study generated new hypotheses about specific links between genes, the brain and behavior. Results indicate that MECOM and AVPR1A may exert an effect on aggression through mechanisms involving nucleus accumbens and amygdala volumes, respectively.
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Affiliation(s)
- Marjolein M J van Donkelaar
- Department of Human Genetics, Radboud University Medical Center, Nijmegen, Netherlands.,Donders Institute for Brain, Cognition and Behaviour, Radboud University, Nijmegen, Netherlands
| | - Martine Hoogman
- Department of Human Genetics, Radboud University Medical Center, Nijmegen, Netherlands.,Donders Institute for Brain, Cognition and Behaviour, Radboud University, Nijmegen, Netherlands
| | - Irene Pappa
- Department of Child and Adolescent Psychiatry/Psychology, Erasmus Medical Center, Rotterdam, Netherlands
| | - Henning Tiemeier
- Department of Child and Adolescent Psychiatry/Psychology, Erasmus Medical Center, Rotterdam, Netherlands.,Department of Psychiatry, Erasmus Medical Center, Rotterdam, Netherlands.,Department of Epidemiology, Erasmus Medical Center, Rotterdam, Netherlands
| | - Jan K Buitelaar
- Donders Institute for Brain, Cognition and Behaviour, Radboud University, Nijmegen, Netherlands.,Department of Cognitive Neuroscience, Radboud University Medical Center, Nijmegen, Netherlands.,Karakter Child and Adolescent Psychiatry, Radboud University Medical Center, Nijmegen, Netherlands
| | - Barbara Franke
- Department of Human Genetics, Radboud University Medical Center, Nijmegen, Netherlands.,Donders Institute for Brain, Cognition and Behaviour, Radboud University, Nijmegen, Netherlands.,Department of Psychiatry, Radboud University Medical Center, Nijmegen, Netherlands
| | - Janita Bralten
- Department of Human Genetics, Radboud University Medical Center, Nijmegen, Netherlands.,Donders Institute for Brain, Cognition and Behaviour, Radboud University, Nijmegen, Netherlands
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Trauffer N, Widom CS. Child Abuse and Neglect, and Psychiatric Disorders in Nonviolent and Violent Female Offenders. VIOLENCE AND GENDER 2017; 4:137-143. [PMID: 29279855 PMCID: PMC5734140 DOI: 10.1089/vio.2017.0019] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/24/2023]
Abstract
Although the percentage of crimes committed by females has increased over the last 20 years in the United States, most research focuses on crimes by males. This article describes an examination of the extent to which childhood maltreatment predicts violent and nonviolent offending in females and the role of psychiatric disorders. Using data from a prospective cohort design study, girls with substantiated cases of physical and sexual abuse and neglect were matched with nonmaltreated girls (controls) on the basis of age, race, and approximate family socioeconomic class, and followed into adulthood (N = 582). Information was obtained from official arrest records and participant responses to a standardized structured psychiatric interview. Women with a history of any childhood maltreatment, physical abuse, sexual abuse, and neglect were at significantly increased risk for having an arrest for violence, compared to control women. Except for those with a history of physical abuse, abused and neglected women were also at increased risk for arrest for a nonviolent crime, compared to controls. In bivariate chi-square comparisons, the three groups of women (violent offenders, nonviolent offenders, and nonoffenders) differed significantly in the diagnoses of posttraumatic stress disorder (PTSD), alcohol abuse, drug abuse, and dysthymia, but not major depressive disorder, and violent female offenders had significantly higher rates of these disorders compared to nonoffenders. However, with controls for age and race, PTSD was the only psychiatric disorder to distinguish women arrested for a violent crime compared to a nonviolent crime (adjusted odds ratio [AOR] = 6.32, confidence interval [95% CI] = 1.84-21.68, p < 0.01), and PTSD moderated the relationship between childhood maltreatment and violent offending (AOR = 5.55, 95% CI = 1.49-20.71): women with histories of childhood maltreatment were equally likely to have an arrest for violence, regardless of PTSD diagnosis, whereas having a diagnosis of PTSD increased the risk of violence for women without maltreatment histories. Together, these findings suggest two pathways to violent offending among females-one through childhood maltreatment and a second through PTSD. Implications of these findings are discussed.
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Affiliation(s)
- Nicole Trauffer
- Psychology Department, John Jay College of Criminal Justice and The Graduate Center at City University of New York, New York, New York
| | - Cathy Spatz Widom
- Psychology Department, John Jay College of Criminal Justice and The Graduate Center at City University of New York, New York, New York
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Jiménez TI, Estévez E. School aggression in adolescence: Examining the role of individual, family and school variables. Int J Clin Health Psychol 2017; 17:251-260. [PMID: 30487900 PMCID: PMC6220901 DOI: 10.1016/j.ijchp.2017.07.002] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2017] [Accepted: 07/11/2017] [Indexed: 12/30/2022] Open
Abstract
Background/Objective: The purpose of the present study was to analyse the role of family and classroom environments on the development of particular individual characteristics including level of empathy, attitude to institutional authority and perceived social reputation, and the mediational role these characteristics may play in school aggression. Relationships among variables were analysed by gender. Method: Participants in the study were 1,494 Mexican adolescents aged 12 to 18, 45% male, and drawn from six secondary schools. Structural equation models were calculated to test mediational effects among variables. Results: Findings obtained indicated that the level of empathy, the social reputation, and the attitude to authority mediated the relationship between the environment perceived by boys at home and school, and their aggressive behaviour at school. This mediation was partial for girls. Conclusions: Differences between genders and the importance of the adolescent-context interrelations in the explanation of their aggressive behaviour at school were discussed.
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Cauffman E, Fine A, Thomas AG, Monahan KC. Trajectories of Violent Behavior Among Females and Males. Child Dev 2017; 88:41-54. [PMID: 28042903 DOI: 10.1111/cdev.12678] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Both the psychological and criminological fields have long hypothesized the mechanisms that influence desistance from violent offending, but few studies have focused on violent females. This study identifies patterns of violent behavior across 7 years among 172 females and 172 matched males ages 15-24, testing if heterogeneity in violent offending is linked to (a) developmental change in impulse control and (b) attainment of adult milestones. Fewer females persist in violence (25%) than males (46%); 19% of males increase in violent behavior. Females who develop impulse control and are employed are more likely to desist from violence. Violent offending is unrelated to other adult milestones. Developmental increases in impulse control may trigger desistance, while employment may maintain desistance from violence.
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Lai V, Zeng G, Chu CM. Violent and Nonviolent Youth Offenders: Preliminary Evidence on Group Subtypes. YOUTH VIOLENCE AND JUVENILE JUSTICE 2016; 14:313-329. [PMID: 27274714 PMCID: PMC4874061 DOI: 10.1177/1541204015615193] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/03/2023]
Abstract
Youth violence is a costly social problem. This study compared the risk and needs of nonviolent youth offenders, with those who had committed violent offenses only (violent only) and those who had committed violent and nonviolent offenses (violent plus) to determine whether violent youth were a different "type" from nonviolent youth. The case files of 3,744 youth offenders (3,327 males and 417 females, between 12 and 18 years old) were retrospectively coded, before official recidivism records were obtained. Multivariate analysis of variance (MANOVA), χ2, and Cox regressions were conducted. Violent-plus youth were younger; higher in their total risk and all criminogenic needs; more likely to have several noncriminogenic needs; and at higher risk of any reoffending, violent reoffending, and nonviolent reoffending than nonviolent youth. Violent-only youth had the same total risk and risk of general and violent recidivism as nonviolent offenders but presented different criminogenic and noncriminogenic needs and risk of nonviolent recidivism. Compared to violent-only youth, violent-plus youth were younger, had higher total risk and criminogenic needs on five domains, were more likely to have several noncriminogenic needs, and were at higher risk of all types of reoffending (except sexual reoffending), suggesting subtypes of violent youth offenders. The implication is that nonviolent and violent youth offenders require different dosage and types of intervention.
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Affiliation(s)
- Violet Lai
- Research for Evidence-based Practice, Social Service Institute, Singapore
| | - Gerald Zeng
- Centre for Research on Rehabilitation and Protection, Ministry of Social and Family Development, Singapore
- Gerald Zeng, Centre for Research on Rehabilitation and Protection, Ministry of Social and Family Development, 512 Thomson Road, #12-00, MSF Building, Singapore 298136.
| | - Chi Meng Chu
- Centre for Research on Rehabilitation and Protection, Ministry of Social and Family Development, Singapore
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Holz N, Boecker R, Buchmann AF, Blomeyer D, Baumeister S, Hohmann S, Jennen-Steinmetz C, Wolf I, Rietschel M, Witt SH, Plichta MM, Meyer-Lindenberg A, Schmidt MH, Esser G, Banaschewski T, Brandeis D, Laucht M. Evidence for a Sex-Dependent MAOA× Childhood Stress Interaction in the Neural Circuitry of Aggression. Cereb Cortex 2014; 26:904-14. [PMID: 25331606 DOI: 10.1093/cercor/bhu249] [Citation(s) in RCA: 59] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023] Open
Abstract
Converging evidence emphasizes the role of an interaction between monoamine oxidase A (MAOA) genotype, environmental adversity, and sex in the pathophysiology of aggression. The present study aimed to clarify the impact of this interaction on neural activity in aggression-related brain systems. Functional magnetic resonance imaging was performed in 125 healthy adults from a high-risk community sample followed since birth. DNA was genotyped for the MAOA-VNTR (variable number of tandem repeats). Exposure to childhood life stress (CLS) between the ages of 4 and 11 years was assessed using a standardized parent interview, aggression by the Youth/Young Adult Self-Report between the ages of 15 and 25 years, and the VIRA-R (Vragenlijst Instrumentele En Reactieve Agressie) at the age of 15 years. Significant interactions were obtained between MAOA genotype, CLS, and sex relating to amygdala, hippocampus, and anterior cingulate cortex (ACC) response, respectively. Activity in the amygdala and hippocampus during emotional face-matching increased with the level of CLS in male MAOA-L, while decreasing in male MAOA-H, with the reverse pattern present in females. Findings in the opposite direction in the ACC during a flanker NoGo task suggested that increased emotional activity coincided with decreased inhibitory control. Moreover, increasing amygdala activity was associated with higher Y(A)SR aggression in male MAOA-L and female MAOA-H carriers. Likewise, a significant association between amygdala activity and reactive aggression was detected in female MAOA-H carriers. The results point to a moderating role of sex in the MAOA× CLS interaction for intermediate phenotypes of emotional and inhibitory processing, suggesting a possible mechanism in conferring susceptibility to violence-related disorders.
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Affiliation(s)
- Nathalie Holz
- Department of Child and Adolescent Psychiatry and Psychotherapy
| | - Regina Boecker
- Department of Child and Adolescent Psychiatry and Psychotherapy
| | | | | | | | - Sarah Hohmann
- Department of Child and Adolescent Psychiatry and Psychotherapy
| | | | - Isabella Wolf
- Department of Child and Adolescent Psychiatry and Psychotherapy Department of Neuroimaging
| | | | | | - Michael M Plichta
- Department of Psychiatry and Psychotherapy, Central Institute of Mental Health, Medical Faculty Mannheim/Heidelberg University, Germany
| | - Andreas Meyer-Lindenberg
- Department of Psychiatry and Psychotherapy, Central Institute of Mental Health, Medical Faculty Mannheim/Heidelberg University, Germany
| | | | - Günter Esser
- Department of Psychology, University of Potsdam, Potsdam, Germany
| | | | - Daniel Brandeis
- Department of Child and Adolescent Psychiatry and Psychotherapy Department of Child and Adolescent Psychiatry, University of Zurich, Zurich, Switzerland
| | - Manfred Laucht
- Department of Child and Adolescent Psychiatry and Psychotherapy Department of Psychology, University of Potsdam, Potsdam, Germany
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