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Farrow E, Chiocchetti AG, Rogers JC, Pauli R, Raschle NM, Gonzalez-Madruga K, Smaragdi A, Martinelli A, Kohls G, Stadler C, Konrad K, Fairchild G, Freitag CM, Chechlacz M, De Brito SA. SLC25A24 gene methylation and gray matter volume in females with and without conduct disorder: an exploratory epigenetic neuroimaging study. Transl Psychiatry 2021; 11:492. [PMID: 34561420 PMCID: PMC8463588 DOI: 10.1038/s41398-021-01609-y] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/11/2020] [Revised: 06/29/2021] [Accepted: 09/02/2021] [Indexed: 11/09/2022] Open
Abstract
Conduct disorder (CD), a psychiatric disorder characterized by a repetitive pattern of antisocial behaviors, results from a complex interplay between genetic and environmental factors. The clinical presentation of CD varies both according to the individual's sex and level of callous-unemotional (CU) traits, but it remains unclear how genetic and environmental factors interact at the molecular level to produce these differences. Emerging evidence in males implicates methylation of genes associated with socio-affective processes. Here, we combined an epigenome-wide association study with structural neuroimaging in 51 females with CD and 59 typically developing (TD) females to examine DNA methylation in relation to CD, CU traits, and gray matter volume (GMV). We demonstrate an inverse pattern of correlation between CU traits and methylation of a chromosome 1 region in CD females (positive) as compared to TD females (negative). The identified region spans exon 1 of the SLC25A24 gene, central to energy metabolism due to its role in mitochondrial function. Increased SLC25A24 methylation was also related to lower GMV in multiple brain regions in the overall cohort. These included the superior frontal gyrus, prefrontal cortex, and supramarginal gyrus, secondary visual cortex and ventral posterior cingulate cortex, which are regions that have previously been implicated in CD and CU traits. While our findings are preliminary and need to be replicated in larger samples, they provide novel evidence that CU traits in females are associated with methylation levels in a fundamentally different way in CD and TD, which in turn may relate to observable variations in GMV across the brain.
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Affiliation(s)
- Elizabeth Farrow
- School of Psychology and Centre for Human Brain Health, University of Birmingham, Birmingham, UK.
| | - Andreas G. Chiocchetti
- grid.7839.50000 0004 1936 9721Department of Child and Adolescent Psychiatry, Psychosomatics, and Psychotherapy, University Hospital Frankfurt, Goethe University Frankfurt, Frankfurt am Main, Germany
| | - Jack C. Rogers
- grid.6572.60000 0004 1936 7486School of Psychology and Institute for Mental Health, University of Birmingham, Birmingham, UK
| | - Ruth Pauli
- grid.6572.60000 0004 1936 7486School of Psychology and Centre for Human Brain Health, University of Birmingham, Birmingham, UK
| | - Nora M. Raschle
- grid.7400.30000 0004 1937 0650Jacobs Center for Productive Youth Development, University of Zurich, Zurich, Switzerland
| | | | | | - Anne Martinelli
- grid.7839.50000 0004 1936 9721Department of Child and Adolescent Psychiatry, Psychosomatics, and Psychotherapy, University Hospital Frankfurt, Goethe University Frankfurt, Frankfurt am Main, Germany
| | - Gregor Kohls
- grid.1957.a0000 0001 0728 696XRWTH Aachen University, Aachen, Germany
| | | | - Kerstin Konrad
- grid.1957.a0000 0001 0728 696XRWTH Aachen University, Aachen, Germany
| | - Graeme Fairchild
- grid.7340.00000 0001 2162 1699Department of Psychology, University of Bath, Bath, UK
| | - Christine M. Freitag
- grid.7839.50000 0004 1936 9721Department of Child and Adolescent Psychiatry, Psychosomatics, and Psychotherapy, University Hospital Frankfurt, Goethe University Frankfurt, Frankfurt am Main, Germany
| | - Magdalena Chechlacz
- grid.6572.60000 0004 1936 7486School of Psychology and Centre for Human Brain Health, University of Birmingham, Birmingham, UK
| | - Stephane A. De Brito
- grid.6572.60000 0004 1936 7486School of Psychology and Centre for Human Brain Health, University of Birmingham, Birmingham, UK
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Dotterer HL, Waller R, Hein TC, Pardon A, Mitchell C, Lopez-Duran N, Monk CS, Hyde LW. Clarifying the Link Between Amygdala Functioning During Emotion Processing and Antisocial Behaviors Versus Callous-Unemotional Traits Within a Population-Based Community Sample. Clin Psychol Sci 2020; 8:918-935. [PMID: 34367738 DOI: 10.1177/2167702620922829] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Prominent theories suggest that disruptions in amygdala reactivity and connectivity when processing emotional cues are key to the etiology of youth antisocial behavior (AB) and that these associations may be dependent on co-occurring levels of callous-unemotional (CU) traits. We examined the associations among AB, CU traits, and amygdala reactivity and functional connectivity while viewing emotional faces (fearful, angry, sad, happy) in 165 adolescents (46% male; 73.3% African American) from a representative, predominantly low-income community sample. AB was associated with increased amygdala activation in response to all emotions and was associated with greater amygdala reactivity to emotion only at low levels of CU traits. AB and CU traits were also associated with distinct patterns of amygdala connectivity. These findings demonstrate that AB-related deficits in amygdala functioning may extend across all emotions and highlight the need for further research on amygdala connectivity during emotion processing in relation to AB and CU traits within community populations.
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Affiliation(s)
| | - Rebecca Waller
- Department of Psychiatry, University of Michigan.,Department of Psychology, University of Pennsylvania
| | - Tyler C Hein
- Department of Psychology, University of Michigan
| | | | - Colter Mitchell
- Survey Research Center of the Institute for Social Research, University of Michigan.,Population Studies Center of the Institute for Social Research, University of Michigan
| | | | - Christopher S Monk
- Department of Psychology, University of Michigan.,Department of Psychiatry, University of Michigan.,Survey Research Center of the Institute for Social Research, University of Michigan.,Center for Human Growth and Development, University of Michigan.,Neuroscience Graduate Program, University of Michigan
| | - Luke W Hyde
- Department of Psychology, University of Michigan.,Center for Human Growth and Development, University of Michigan
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Association of OXTR rs53576 with the Developmental Trajectories of Callous-Unemotional Traits and Stressful Life Events in 3- to 9-Year-Old Community Children. JOURNAL OF ABNORMAL CHILD PSYCHOLOGY 2019; 47:1651-1662. [PMID: 31030321 DOI: 10.1007/s10802-019-00548-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
The objective was to obtain developmental trajectories combining callous-unemotional traits and the number of stressful life-events between ages 3 and 9 years and to ascertain their association with the polymorphism rs53576 at the Oxytocin Receptor gene (OXTR). A total of 377 children were assessed yearly from ages 3 to 9 years. Latent class growth analysis for parallel processes was used to identify distinct trajectories for callous-unemotional traits (assessed using the Inventory of Callous-Unemotional Traits, ICU) and number of stressful life-events, and then the influence of being an A allele carrier on class membership was included with OXTR genotypes as a binary time-invariant predictor, following a 3-step approach. A 3-class model showed the highest entropy (.859) and adequate posterior probabilities of class membership (≥.884). Class 1 (n = 226, 59.9%) included children with low and stable ICU scores and low and descending stressful life-events; class 2 (n = 127, 33.7%) included children with high and ascending ICU scores and low and slightly descending stressful life-events; and class 3 (n = 24, 6.4%) included children with persistently high profiles both for ICU scores and stressful life-events. Carrying an A allele (genotypes GA/AA) increased the odds of pertaining to class 3 (high and persistent ICU scores and stressful life-events) as opposed to class 2 (OR = 4.27, p = 0.034) or class 1 (OR = 3.81, p = 0.042). The results suggest the importance of considering callous-unemotional traits and stressful life-events in conjunction. In addition, the genetic variability of OXTR (rs53576) may help to understand individual differences in early development.
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Gard AM, Dotterer HL, Hyde LW. Genetic influences on antisocial behavior: recent advances and future directions. Curr Opin Psychol 2018; 27:46-55. [PMID: 30145531 DOI: 10.1016/j.copsyc.2018.07.013] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2018] [Revised: 07/24/2018] [Accepted: 07/30/2018] [Indexed: 12/24/2022]
Abstract
Understanding the etiology of antisocial behavior (i.e. violence, criminality, rule-breaking), is essential to the development of more effective prevention and intervention strategies. We provide a summary of the genetic correlates of antisocial behavior, drawing upon findings from behavioral, molecular, and statistical genetics. Across methodologies, our review highlights the centrality of environmental moderators of genetic effects, and how behavioral heterogeneity in antisocial behavior is an important consideration for genetic studies. We also review novel analytic techniques and neurogenetic approaches that can be used to examine how genetic variation predicts antisocial behavior. Finally, to illustrate how findings may converge across approaches, we describe pathways from genetic variability in oxytocin signaling to subtypes of antisocial behavior.
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Affiliation(s)
- Arianna M Gard
- Department of Psychology, University of Michigan, Ann Arbor, MI, USA
| | - Hailey L Dotterer
- Department of Psychology, University of Michigan, Ann Arbor, MI, USA
| | - Luke W Hyde
- Department of Psychology, University of Michigan, Ann Arbor, MI, USA; Center for Human Growth and Development, University of Michigan, Ann Arbor, MI, USA; Survey Research Center of the Institute for Social Research, University of Michigan, Ann Arbor, MI, USA.
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