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Mulligan CJ, Quinn EB, Hamadmad D, Dutton CL, Nevell L, Binder AM, Panter-Brick C, Dajani R. Epigenetic signatures of intergenerational exposure to violence in three generations of Syrian refugees. Sci Rep 2025; 15:5945. [PMID: 40016245 PMCID: PMC11868390 DOI: 10.1038/s41598-025-89818-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2024] [Accepted: 02/07/2025] [Indexed: 03/01/2025] Open
Abstract
Maternal trauma influences infant and adult health outcomes and may impact future generations through epigenetic modifications such as DNA methylation (DNAm). Research in humans on the intergenerational epigenetic transmission of trauma effects is limited. In this study, we assessed DNAm signatures of war-related violence by comparing germline, prenatal, and direct exposures to violence across three generations of Syrian refugees. We compared families in which a pregnant grandmother versus a pregnant mother was exposed to violence and included a control group with no exposure to war. We collected buccal swab samples and survey data from mothers and 1-2 children in each of 48 families (n = 131 participants). Based on an epigenome-wide association study (EWAS), we identified differentially methylated regions (DMPs): 14 were associated with germline and 21 with direct exposure to violence. Most DMPs showed the same directionality in DNAm change across germline, prenatal, and direct exposures, suggesting a common epigenetic response to violence. Additionally, we identified epigenetic age acceleration in association with prenatal exposure to violence in children, highlighting the critical period of in utero development. This is the first report of an intergenerational epigenetic signature of violence, which has important implications for understanding the inheritance of trauma.
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Affiliation(s)
- Connie J Mulligan
- Department of Anthropology, University of Florida, Gainesville, FL, USA.
- Genetics Institute, University of Florida, Gainesville, FL, USA.
| | - Edward B Quinn
- Department of Anthropology, University of Florida, Gainesville, FL, USA
- Genetics Institute, University of Florida, Gainesville, FL, USA
- Baltimore City Department of Social Services, Baltimore, MD, USA
| | | | - Christopher L Dutton
- Department of Anthropology, University of Florida, Gainesville, FL, USA
- Genetics Institute, University of Florida, Gainesville, FL, USA
- Department of Biology, University of Florida, Gainesville, FL, USA
| | - Lisa Nevell
- Department of Anthropology, University of Florida, Gainesville, FL, USA
- Genetics Institute, University of Florida, Gainesville, FL, USA
| | - Alexandra M Binder
- Population Sciences in the Pacific Program (Cancer Epidemiology), University of Hawaii Cancer Center, University of Hawaii, Honolulu, HI, USA
- Department of Epidemiology, University of California, Los Angeles, CA, USA
| | - Catherine Panter-Brick
- Department of Anthropology, Yale University, New Haven, CT, USA
- Jackson School of Global Affairs, Yale University, New Haven, CT, USA
| | - Rana Dajani
- Department of Biology and Biotechnology, The Hashemite University, Zarqa, Jordan
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Guzman-Castillo A, Vicente B, Schmidt K, Moraga-Escobar E, Rojas-Ponce R, Lagos P, Macaya X, Castillo-Navarrete JL. Interaction of Val66Met Brain-Derived Neurotrophic Factor and 5-HTTLPR Serotonin Transporter Gene Polymorphisms with Lifetime Prevalence of Post-Traumatic Stress Disorder in Primary Care Patients. Genes (Basel) 2024; 15:1355. [PMID: 39596555 PMCID: PMC11593576 DOI: 10.3390/genes15111355] [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: 09/04/2024] [Revised: 10/08/2024] [Accepted: 10/12/2024] [Indexed: 11/28/2024] Open
Abstract
Background/Objectives: Post-traumatic stress disorder (PTSD) is a complex condition influenced by both genetic and environmental factors. This longitudinal study aimed to explore the connection between two specific genetic polymorphisms, Val66Met and 5-HTTLPR, and the lifetime prevalence of PTSD in patients from primary care settings. We also examined the role of sociodemographic and psychosocial factors to provide a more comprehensive view of PTSD risk. Methods: We recruited a cohort of primary care patients and diagnosed PTSD using a standardized diagnostic interview. Genetic analyses focused on Val66Met and 5-HTTLPR polymorphisms. We applied logistic regression to assess the association between these genetic markers and PTSD, considering factors such as gender, family history of depression, and experiences of childhood maltreatment. Results: Our findings show that women, individuals with a family history of depression, and those exposed to childhood maltreatment have a higher risk of developing PTSD. While the Val66Met polymorphism was not significantly associated with PTSD, the 5-HTTLPR polymorphism showed a marginal relationship. No significant interaction was found between the two polymorphisms in relation to PTSD. Conclusions: This study underscores the multifactorial nature of PTSD, influenced by both genetic and environmental factors. The findings point to the importance of further research on genetic predispositions and highlight the value of early interventions for high-risk populations in primary care settings.
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Affiliation(s)
- Alejandra Guzman-Castillo
- Departamento de Ciencias Básicas y Morfología, Facultad de Medicina, Universidad Católica de la Santísima Concepción, Av. Alonso de Ribera 2850, Concepción 4090541, Chile;
- Programa de Neurociencia, Psiquiatría y Salud Mental, NEPSAM (http://nepsam.udec.cl), Universidad de Concepción, Barrio Universitario s/n, Casilla 160-C, Concepción 4070386, Chile; (B.V.); (K.S.); (E.M.-E.); (R.R.-P.); (X.M.)
| | - Benjamín Vicente
- Programa de Neurociencia, Psiquiatría y Salud Mental, NEPSAM (http://nepsam.udec.cl), Universidad de Concepción, Barrio Universitario s/n, Casilla 160-C, Concepción 4070386, Chile; (B.V.); (K.S.); (E.M.-E.); (R.R.-P.); (X.M.)
- Departamento de Psiquiatría y Salud Mental, Facultad de Medicina, Universidad de Concepción, Av. Juan Bosco s/n 3er Piso, Box 160-C, Concepción 4070529, Chile
| | - Kristin Schmidt
- Programa de Neurociencia, Psiquiatría y Salud Mental, NEPSAM (http://nepsam.udec.cl), Universidad de Concepción, Barrio Universitario s/n, Casilla 160-C, Concepción 4070386, Chile; (B.V.); (K.S.); (E.M.-E.); (R.R.-P.); (X.M.)
- Departamento de Psiquiatría y Salud Mental, Facultad de Medicina, Universidad de Concepción, Av. Juan Bosco s/n 3er Piso, Box 160-C, Concepción 4070529, Chile
| | - Esteban Moraga-Escobar
- Programa de Neurociencia, Psiquiatría y Salud Mental, NEPSAM (http://nepsam.udec.cl), Universidad de Concepción, Barrio Universitario s/n, Casilla 160-C, Concepción 4070386, Chile; (B.V.); (K.S.); (E.M.-E.); (R.R.-P.); (X.M.)
| | - Romina Rojas-Ponce
- Programa de Neurociencia, Psiquiatría y Salud Mental, NEPSAM (http://nepsam.udec.cl), Universidad de Concepción, Barrio Universitario s/n, Casilla 160-C, Concepción 4070386, Chile; (B.V.); (K.S.); (E.M.-E.); (R.R.-P.); (X.M.)
- Departamento de Farmacología, Facultad de Ciencias Biológicas, Universidad de Concepción, Barrio Universitario s/n, Box 160-C, Concepción 4070386, Chile;
| | - Paola Lagos
- Departamento de Farmacología, Facultad de Ciencias Biológicas, Universidad de Concepción, Barrio Universitario s/n, Box 160-C, Concepción 4070386, Chile;
| | - Ximena Macaya
- Programa de Neurociencia, Psiquiatría y Salud Mental, NEPSAM (http://nepsam.udec.cl), Universidad de Concepción, Barrio Universitario s/n, Casilla 160-C, Concepción 4070386, Chile; (B.V.); (K.S.); (E.M.-E.); (R.R.-P.); (X.M.)
- Departamento de Psiquiatría y Salud Mental, Facultad de Medicina, Universidad de Concepción, Av. Juan Bosco s/n 3er Piso, Box 160-C, Concepción 4070529, Chile
| | - Juan-Luis Castillo-Navarrete
- Programa de Neurociencia, Psiquiatría y Salud Mental, NEPSAM (http://nepsam.udec.cl), Universidad de Concepción, Barrio Universitario s/n, Casilla 160-C, Concepción 4070386, Chile; (B.V.); (K.S.); (E.M.-E.); (R.R.-P.); (X.M.)
- Departamento de Tecnología Médica, Facultad de Medicina, Universidad de Concepción, Barrio Universitario s/n, Box 160-C, Concepción 4070386, Chile
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Shastri GG, Sudre G, Ahn K, Jung B, Kolachana B, Auluck PK, Elnitski L, Shaw P. Examining epigenetic aging in the post-mortem brain in attention deficit hyperactivity disorder. Front Genet 2024; 15:1480761. [PMID: 39440240 PMCID: PMC11493619 DOI: 10.3389/fgene.2024.1480761] [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: 08/14/2024] [Accepted: 09/24/2024] [Indexed: 10/25/2024] Open
Abstract
Mathematical algorithms known as "epigenetic clocks" use methylation values at a set of CpG sites to estimate the biological age of an individual in a tissue-specific manner. These clocks have demonstrated both acceleration and delays in epigenetic aging in multiple neuropsychiatric conditions, including schizophrenia and neurodevelopmental disorders such as autism spectrum disorder. However, no study to date has examined epigenetic aging in ADHD despite its status as one of the most prevalent neurodevelopmental conditions, with 1 in 9 children having ever received an ADHD diagnosis in the US. Only a handful of studies have examined epigenetic age in brain tissue from neurodevelopmental conditions, with none focused on ADHD, despite the obvious relevance to pathogenesis. Thus, here we asked if post-mortem brain tissue in those with lifetime histories of ADHD would show accelerated or delayed epigenetic age, as has been found for other neurodevelopmental conditions. We applied four different epigenetic clocks to estimate epigenetic age in individuals with ADHD and unaffected controls from cortical (anterior cingulate cortex, N = 55) and striatal (caudate, N = 56) post-mortem brain tissue, as well as peripheral blood (N = 84) and saliva (N = 112). After determining which epigenetic clock performed best in each tissue, we asked if ADHD was associated with altered biological aging in corticostriatal brain and peripheral tissues. We found that a range of epigenetic clocks accurately predicted chronological age in all tissues. We also found that a diagnosis of ADHD was not significantly associated with differential epigenetic aging, neither for the postmortem ACC or caudate, nor for peripheral tissues. These findings held when accounting for comorbid psychiatric diagnoses, substance use, and stimulant medication. Thus, in this study of epigenetic clocks in ADHD, we find no evidence of altered epigenetic aging in corticostriatal brain regions nor in peripheral tissue. We consider reasons for this unexpected finding, including the limited sampling of brain regions, the age range of individuals studied, and the possibility that processes that accelerate epigenetic age may be counteracted by the developmental delay posited in some models of ADHD.
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Affiliation(s)
- Gauri G. Shastri
- Social and Behavioral Research Branch, National Human Genome Research Institute, NIH, Bethesda, MD, United States
- Zucker Hillside Hospital, Northwell Health, New York, United States
| | - Gustavo Sudre
- Social and Behavioral Research Branch, National Human Genome Research Institute, NIH, Bethesda, MD, United States
| | - Kwangmi Ahn
- Social and Behavioral Research Branch, National Human Genome Research Institute, NIH, Bethesda, MD, United States
| | - Benjamin Jung
- Social and Behavioral Research Branch, National Human Genome Research Institute, NIH, Bethesda, MD, United States
| | - Bhaskar Kolachana
- Human Brain Collection Core, National Institute of Mental Health, NIH, Bethesda, MD, United States
| | - Pavan K. Auluck
- Human Brain Collection Core, National Institute of Mental Health, NIH, Bethesda, MD, United States
| | - Laura Elnitski
- Translational and Functional Genomics Branch, National Human Genome Research Institute, NIH, Bethesda, MD, United States
| | - Philip Shaw
- Social and Behavioral Research Branch, National Human Genome Research Institute, NIH, Bethesda, MD, United States
- Pears Maudsley Center for Children and Young People, King’s College, Institute of Psychiatry, Psychology and Neuroscience, London, United Kingdom
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Widom CS, Do H(H, Miller QC, Javakhishvili M, Eckstein Indik C, Belsky DW. Childhood Maltreatment and Biological Aging in Middle Adulthood: The Role of Psychiatric Symptoms. BIOLOGICAL PSYCHIATRY GLOBAL OPEN SCIENCE 2024; 4:100341. [PMID: 39040430 PMCID: PMC11260844 DOI: 10.1016/j.bpsgos.2024.100341] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2023] [Revised: 05/22/2024] [Accepted: 05/22/2024] [Indexed: 07/24/2024] Open
Abstract
Background Childhood maltreatment and psychiatric morbidity have each been associated with accelerated biological aging primarily through cross-sectional studies. Using data from a prospective longitudinal study of individuals with histories of childhood maltreatment and control participants followed into midlife, we tested 2 hypotheses examining whether 1) psychiatric symptoms mediate the relationship between childhood maltreatment and biological aging and 2) psychiatric symptoms of anxiety, depression, or posttraumatic stress disorder (PTSD) act in conjunction with childhood maltreatment to exacerbate the association of child maltreatment to aging. Methods Children (ages 0-11 years) with documented histories of maltreatment and demographically matched control children were followed into adulthood (N = 607) and interviewed over several waves of the study. Depression, anxiety, and PTSD symptoms were assessed at mean ages of 29 (interview 1) and 40 (interview 2) years. Biological age was measured from blood chemistries collected later (mean age = 41 years) using the Klemera-Doubal method. Hypotheses were tested using linear regressions and path analyses. Results Adults with documented histories of childhood maltreatment showed more symptoms of depression, PTSD, and anxiety at both interviews and more advanced biological aging, compared with control participants. PTSD symptoms at both interviews and depression and anxiety symptoms only at interview 2 predicted accelerated biological aging. There was no evidence of mediation; however, anxiety and depression moderated the relationship between childhood maltreatment and biological aging. Conclusions These new findings reveal the shorter- and longer-term longitudinal impact of PTSD on biological aging and the amplifying effect of anxiety and depression on the relationship between child maltreatment and biological aging.
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Affiliation(s)
- Cathy Spatz Widom
- Psychology Department, John Jay College, City University of New York, New York, New York
- Graduate Center, City University of New York, New York, New York
| | - Hang (Heather) Do
- Psychology Department, John Jay College, City University of New York, New York, New York
| | - Quincy C. Miller
- Psychology Department, John Jay College, City University of New York, New York, New York
| | - Magda Javakhishvili
- Psychology Department, John Jay College, City University of New York, New York, New York
| | - Claire Eckstein Indik
- Department of Epidemiology and Robert N. Butler Columbia Aging Center, Columbia University Mailman School of Public Health, New York, New York
| | - Daniel W. Belsky
- Department of Epidemiology and Robert N. Butler Columbia Aging Center, Columbia University Mailman School of Public Health, New York, New York
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Sullivan ADW, Merrill SM, Konwar C, Coccia M, Rivera L, MacIsaac JL, Lieberman AF, Kobor MS, Bush NR. Intervening After Trauma: Child-Parent Psychotherapy Treatment Is Associated With Lower Pediatric Epigenetic Age Acceleration. Psychol Sci 2024; 35:1062-1073. [PMID: 39141017 DOI: 10.1177/09567976241260247] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/15/2024] Open
Abstract
Early-life adversity increases the risk of health problems. Interventions supporting protective and responsive caregiving offer a promising approach to attenuating adversity-induced changes in stress-sensitive biomarkers. This study tested whether participation in an evidence-based dyadic psychosocial intervention, child-parent psychotherapy (CPP), was related to lower epigenetic age acceleration, a trauma-sensitive biomarker of accelerated biological aging that is associated with later health impairment, in a sample of children with trauma histories. Within this quasi-experimental, repeated-measures study, we examined epigenetic age acceleration at baseline and postintervention in a low-income sample of children receiving CPP treatment (n = 45; age range = 2-6 years; 76% Latino) compared with a weighted, propensity-matched community-comparison sample (n = 110; age range = 3-6 years; 40% Latino). Baseline epigenetic age acceleration was equivalent across groups. However, posttreatment, epigenetic age acceleration in the treatment group was lower than in the matched community sample. Findings highlight the potential for a dyadic psychosocial intervention to ameliorate accelerated biological aging in trauma-exposed children.
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Affiliation(s)
- Alexandra D W Sullivan
- Department of Psychiatry and Behavioral Sciences, Weill Institute for Neurosciences, University of California, San Francisco
| | - Sarah M Merrill
- BC Children's Hospital Research Institute, Vancouver, British Columbia, Canada
- Department of Medical Genetics, University of British Columbia
- Centre for Molecular Medicine and Therapeutics, Faculty of Medicine, University of British Columbia
- Department of Psychiatry and Human Behavior, Warren Alpert Medical School of Brown University
| | - Chaini Konwar
- BC Children's Hospital Research Institute, Vancouver, British Columbia, Canada
- Department of Medical Genetics, University of British Columbia
- Centre for Molecular Medicine and Therapeutics, Faculty of Medicine, University of British Columbia
| | - Michael Coccia
- Department of Psychiatry and Behavioral Sciences, Weill Institute for Neurosciences, University of California, San Francisco
| | - Luisa Rivera
- Neukom Institute for Computational Science, Dartmouth College
| | - Julia L MacIsaac
- BC Children's Hospital Research Institute, Vancouver, British Columbia, Canada
- Department of Medical Genetics, University of British Columbia
- Centre for Molecular Medicine and Therapeutics, Faculty of Medicine, University of British Columbia
| | - Alicia F Lieberman
- Department of Psychiatry and Behavioral Sciences, Weill Institute for Neurosciences, University of California, San Francisco
| | - Michael S Kobor
- BC Children's Hospital Research Institute, Vancouver, British Columbia, Canada
- Department of Medical Genetics, University of British Columbia
- Centre for Molecular Medicine and Therapeutics, Faculty of Medicine, University of British Columbia
- Child and Brain Development Program, Canadian Institute for Advanced Research Institute, Toronto, Ontario, Canada
- Edwin S.H. Leong Centre for Healthy Aging, University of British Columbia
| | - Nicole R Bush
- Department of Psychiatry and Behavioral Sciences, Weill Institute for Neurosciences, University of California, San Francisco
- Department of Pediatrics, Division of Developmental Medicine, University of California, San Francisco
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6
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Vatanparast A, Shakiba S, Momeni F, Kamrani A. The relationship between childhood maltreatment and self-harm: the mediating roles of alexithymia, dissociation, internalizing and posttraumatic symptoms. Eur J Psychotraumatol 2024; 15:2378642. [PMID: 39028641 PMCID: PMC11262236 DOI: 10.1080/20008066.2024.2378642] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/17/2024] [Accepted: 07/04/2024] [Indexed: 07/21/2024] Open
Abstract
Background: Although childhood maltreatment is associated with later self-harm, the mechanism through which it might lead to self-harm is not completely understood. The purpose of this study was to examine the roles of alexithymia, dissociation, internalizing and posttraumatic symptoms in the association between exposure to childhood maltreatment and subsequent self-harm.Methods: A total of 360 adolescents were asked to complete the Childhood Trauma Questionnaire, the Toronto Alexithymia Scale, the Dissociative Experience Scale, the Somatoform Dissociation Questionnaire-20, the Posttraumatic Stress Checklist for DSM-5, and the Deliberate Self-Harm Inventory.Results: Results of structural equation modelling analysis revealed the significant mediation effects of alexithymia and dissociative symptoms in the relationship between childhood maltreatment and self-harm, while internalizing and posttraumatic symptoms did not significantly mediate.Conclusion: The findings indicate that alexithymia and dissociative symptoms may be proximal mechanisms linking maltreatment exposure and adolescence self-harm.
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Affiliation(s)
- Amin Vatanparast
- Department of Clinical Psychology, University of Social Welfare and Rehabilitation Sciences, Tehran, Iran
| | - Shima Shakiba
- Department of Clinical Psychology, University of Social Welfare and Rehabilitation Sciences, Tehran, Iran
| | - Fereshte Momeni
- Department of Clinical Psychology, University of Social Welfare and Rehabilitation Sciences, Tehran, Iran
| | - Ali Kamrani
- Department of Occupational Therapy, University of Social Welfare and Rehabilitation Sciences, Tehran, Iran
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Chang OD, Meier HCS, Maguire-Jack K, Davis-Kean P, Mitchell C. Childhood Maltreatment and Longitudinal Epigenetic Aging: NIMHD Social Epigenomics Program. JAMA Netw Open 2024; 7:e2421877. [PMID: 39073816 PMCID: PMC11287393 DOI: 10.1001/jamanetworkopen.2024.21877] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/15/2023] [Accepted: 04/07/2024] [Indexed: 07/30/2024] Open
Abstract
Importance Child physical and emotional abuse and neglect may affect epigenetic signatures of accelerated aging several years after the exposure. Objective To examine the longitudinal outcomes of early-childhood and midchildhood exposures to maltreatment on later childhood and adolescent profiles of epigenetic accelerated aging. Design, Setting, and Participants This cohort study used data from the Future of Families and Child Wellbeing Study (enrolled 1998-2000), a US birth cohort study with available DNA methylation (DNAm) data at ages 9 and 15 years (assayed between 2017 and 2020) and phenotypic data at birth (wave 1), and ages 3 (wave 3), 5 (wave 4), 9 (wave 5), and 15 (wave 6) years. Data were analyzed between June 18 and December 10, 2023. Exposures Emotional aggression, physical assault, emotional neglect, and physical neglect via the Parent-Child Conflict Tactics Scale at ages 3 and 5 years. Main Outcomes and Measures Epigenetic accelerated aging (DNAmAA) was measured using 3 machine learning-derived surrogates of aging (GrimAge, PhenoAge, and DunedinPACE) and 2 machine learning-derived surrogates of age (Horvath and PedBE), residualized for age in months. Results A total of 1971 children (992 [50.3%] male) representative of births in large US cities between 1998 and 2000 were included. Physical assault at age 3 years was positively associated with DNAmAA for PhenoAge (β = 0.073; 95% CI, 0.019-0.127), and emotional aggression at age 3 years was negatively associated with PhenoAge DNAmAA (β = -0.107; 95% CI, -0.162 to -0.052). Emotional neglect at age 5 years was positively associated with PhenoAge DNAmAA (β = 0.051; 95% CI, 0.006-0.097). Cumulative exposure to physical assault between ages 3 and 5 years was positively associated with PhenoAge DNAmAA (β = 0.063; 95% CI, 0.003-0.123); emotional aggression was negatively associated with PhenoAge DNAmAA (β = -0.104; 95% CI, -0.165 to -0.043). The association of these measures with age 15 years PhenoAge DNAmAA was almost fully mediated by age 9 years PhenoAge DNAm age acceleration. Similar patterns were found for GrimAge, DunedinPACE, and PhenoAge, but only those for PhenoAge remained after adjustments for multiple comparisons. Conclusions and Relevance In this cohort study, altered patterns of DNAmAA were sensitive to the type and timing of child maltreatment exposure and appeared to be associated with more proximate biological embedding of stress.
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Affiliation(s)
- Olivia D. Chang
- School of Social Work, University of Michigan, Ann Arbor
- Department of Psychology, University of Michigan, Ann Arbor
| | | | | | - Pamela Davis-Kean
- Department of Psychology, University of Michigan, Ann Arbor
- Survey Research Center, University of Michigan, Ann Arbor
| | - Colter Mitchell
- Survey Research Center, University of Michigan, Ann Arbor
- Population Studies Center, University of Michigan, Ann Arbor
- Department of Sociology, University of Michigan, Ann Arbor
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Zhang ZZ, Moeckel C, Mustafa M, Pham H, Olson AE, Mehta D, Dorn LD, Engeland CG, Shenk CE. The association of epigenetic age acceleration and depressive and anxiety symptom severity among children recently exposed to substantiated maltreatment. J Psychiatr Res 2023; 165:7-13. [PMID: 37441927 PMCID: PMC10529086 DOI: 10.1016/j.jpsychires.2023.07.007] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/05/2023] [Revised: 07/06/2023] [Accepted: 07/07/2023] [Indexed: 07/15/2023]
Abstract
Child maltreatment is a major risk factor for both depressive and anxiety disorders. However, many children exposed to maltreatment never meet diagnostic threshold for either disorder while experiencing only transitory symptoms post-exposure. Recent research suggests DNA methylation adds predictive value in explaining variation in the onset and course of multiple psychiatric disorders following exposure to child maltreatment. Epigenetic age acceleration (EAA), the biological aging of cells not attributable to chronological aging, is a stress-sensitive biomarker capturing genome-wide variation in DNA methylation with the potential to identify children who have been maltreated at greatest risk for depressive and anxiety disorders. The current study examined two EAA clocks appropriate for the pediatric population, the Horvath and Pediatric Buccal Epigenetic (PedBE) clocks, and their associations with depressive and anxiety symptom severity following child maltreatment. Children (N = 71) 8-15 years of age, all of whom were exposed to substantiated child maltreatment in the 12 months prior to study entry, were enrolled. Risk modeling adjusting for several confounders revealed that EAA estimated via the Horvath clock was significantly associated with more severe depressive and anxiety symptoms. The PedBE clock was not associated with either depressive or anxiety symptom severity. Sensitivity analyses demonstrated that EAA via the Horvath clock robustly predicted depressive and anxiety symptom severity across multiple modeling scenarios. Our findings advance existing research suggesting EAA, as estimated with the Horvath clock, may be a promising biomarker for identifying children at greatest risk for more severe depressive and anxiety symptoms following maltreatment.
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Affiliation(s)
- Zhenyu Z Zhang
- Department of Psychology, The Pennsylvania State University, University Park, PA, USA.
| | - Camille Moeckel
- The Pennsylvania State University College of Medicine, Hershey, PA, USA.
| | - Manal Mustafa
- The Pennsylvania State University College of Medicine, Hershey, PA, USA.
| | - Hung Pham
- The Child Study Center, Yale University, New Haven, CT, USA.
| | - Anneke E Olson
- Department of Human Development and Family Studies, The Pennsylvania State University, University Park, PA, USA.
| | - Divya Mehta
- Centre for Genomics and Personalised Health, Queensland University of Technology, Brisbane, Queensland, Australia; School of Biomedical Sciences, Queensland University of Technology, Brisbane, Queensland, Australia.
| | - Lorah D Dorn
- Ross and Carol Nese College of Nursing, The Pennsylvania State University, University Park, PA, USA.
| | - Christopher G Engeland
- Ross and Carol Nese College of Nursing, The Pennsylvania State University, University Park, PA, USA; Department of Biobehavioral Health, The Pennsylvania State University, University Park, PA, USA.
| | - Chad E Shenk
- The Pennsylvania State University College of Medicine, Hershey, PA, USA; Department of Human Development and Family Studies, The Pennsylvania State University, University Park, PA, USA.
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9
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Sumner JA, Cleveland S, Chen T, Gradus JL. Psychological and biological mechanisms linking trauma with cardiovascular disease risk. Transl Psychiatry 2023; 13:25. [PMID: 36707505 PMCID: PMC9883529 DOI: 10.1038/s41398-023-02330-8] [Citation(s) in RCA: 27] [Impact Index Per Article: 13.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/31/2022] [Revised: 01/18/2023] [Accepted: 01/20/2023] [Indexed: 01/28/2023] Open
Abstract
Cardiovascular disease (CVD) is the leading cause of death and disability worldwide, and experiences of psychological trauma have been associated with subsequent CVD onset. Identifying key pathways connecting trauma with CVD has the potential to inform more targeted screening and intervention efforts to offset elevated cardiovascular risk. In this narrative review, we summarize the evidence for key psychological and biological mechanisms linking experiences of trauma with CVD risk. Additionally, we describe various methodologies for measuring these mechanisms in an effort to inform future research related to potential pathways. With regard to mechanisms involving posttraumatic psychopathology, the vast majority of research on psychological distress after trauma and CVD has focused on posttraumatic stress disorder (PTSD), even though posttraumatic psychopathology can manifest in other ways as well. Substantial evidence suggests that PTSD predicts the onset of a range of cardiovascular outcomes in trauma-exposed men and women, yet more research is needed to better understand posttraumatic psychopathology more comprehensively and how it may relate to CVD. Further, dysregulation of numerous biological systems may occur after trauma and in the presence of posttraumatic psychopathology; these processes of immune system dysregulation and elevated inflammation, oxidative stress, mitochondrial dysfunction, renin-angiotensin system dysregulation, and accelerated biological aging may all contribute to subsequent cardiovascular risk, although more research on these pathways in the context of traumatic stress is needed. Given that many of these mechanisms are closely intertwined, future research using a systems biology approach may prove fruitful for elucidating how processes unfold to contribute to CVD after trauma.
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Affiliation(s)
- Jennifer A Sumner
- Department of Psychology, University of California, Los Angeles, Los Angeles, CA, USA.
| | - Shiloh Cleveland
- Department of Psychology, University of California, Los Angeles, Los Angeles, CA, USA
| | - Tiffany Chen
- Department of Psychology, University of California, Los Angeles, Los Angeles, CA, USA
| | - Jaimie L Gradus
- Department of Epidemiology, Boston University School of Public Health, Boston, MA, USA
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Young G. Psychotherapeutic Change Mechanisms and Causal Psychotherapy: Applications to Child Abuse and Trauma. JOURNAL OF CHILD & ADOLESCENT TRAUMA 2022; 15:911-923. [PMID: 35958715 PMCID: PMC9360301 DOI: 10.1007/s40653-022-00438-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 01/07/2022] [Indexed: 05/07/2023]
Abstract
The study of change mechanisms in psychotherapy needs to be integrated with the causality of behavior, which leads to the concept of causal psychotherapy. Causal psychotherapy is posited as a useful adjunct to standard, evidence based psychotherapies for child and youth victims of abuse and trauma. The article illustrates six processes that could be involved in causal psychotherapy in this context, from the distal to the proximal. They include the distal mechanism of activation-inhibition coordination. The most proximal one relates to executive function. The intermediate levels include ones related to co-regulation (e.g., self control), analysis-synthesis, objectivity-subjectivity, and psychological reserve, which is a new concept in the domain of psychological change mechanisms. Each of the variables can vary from high to low, with the low end being more problematic. Psychotherapy can aim to bring the patient toward adaptive levels. The literature review focuses on psychotherapeutic change mechanisms, and standard psychotherapies for child/youth abuse/trauma, especially trauma-focused cognitive behavior therapy (TF-CBT). Then, it considers causal aspects of child/youth abuse and trauma, including PTSD. The discussion relates causal therapy to the question of unifying psychology and psychotherapy under the rubric of causality as a core integrative mechanism.
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Affiliation(s)
- Gerald Young
- Glendon College, York University, Toronto, Canada
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Dammering F, Martins J, Dittrich K, Czamara D, Rex-Haffner M, Overfeld J, de Punder K, Buss C, Entringer S, Winter SM, Binder EB, Heim C. The pediatric buccal epigenetic clock identifies significant ageing acceleration in children with internalizing disorder and maltreatment exposure. Neurobiol Stress 2021; 15:100394. [PMID: 34621920 PMCID: PMC8482287 DOI: 10.1016/j.ynstr.2021.100394] [Citation(s) in RCA: 37] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2021] [Revised: 08/26/2021] [Accepted: 09/09/2021] [Indexed: 01/15/2023] Open
Abstract
Background Studies reporting accelerated ageing in children with affective disorders or maltreatment exposure have relied on algorithms for estimating epigenetic age derived from adult samples. These algorithms have limited validity for epigenetic age estimation during early development. We here use a pediatric buccal epigenetic (PedBE) clock to predict DNA methylation-based ageing deviation in children with and without internalizing disorder and assess the moderating effect of maltreatment exposure. We further conduct a gene set enrichment analysis to assess the contribution of glucocorticoid signaling to PedBE clock-based results. Method DNA was isolated from saliva of 158 children [73 girls, 85 boys; mean age (SD) = 4.25 (0.8) years] including children with internalizing disorder and maltreatment exposure. Epigenetic age was estimated based on DNA methylation across 94 CpGs of the PedBE clock. Residuals of epigenetic age regressed against chronological age were contrasted between children with and without internalizing disorder. Maltreatment was coded in 3 severity levels and entered in a moderation model. Genome-wide dexamethasone-responsive CpGs were derived from an independent sample and enrichment of these CpGs within the PedBE clock was identified. Results Children with internalizing disorder exhibited significant acceleration of epigenetic ageing as compared to children without internalizing disorder (F1,147 = 6.67, p = .011). This association was significantly moderated by maltreatment severity (b = 0.49, 95% CI [0.073, 0.909], t = 2.322, p = .022). Children with internalizing disorder who had experienced maltreatment exhibited ageing acceleration relative to children with no internalizing disorder (1–2 categories: b = 0.50, 95% CI [0.170, 0.821], t = 3.008, p = .003; 3 or more categories: b = 0.99, 95% CI [0.380, 1.593], t = 3.215, p = .002). Children with internalizing disorder who were not exposed to maltreatment did not show epigenetic ageing acceleration. There was significant enrichment of dexamethasone-responsive CpGs within the PedBE clock (OR = 4.36, p = 1.65*10–6). Among the 94 CpGs of the PedBE clock, 18 (19%) were responsive to dexamethasone. Conclusion Using the novel PedBE clock, we show that internalizing disorder is associated with accelerated epigenetic ageing in early childhood. This association is moderated by maltreatment severity and may, in part, be driven by glucocorticoids. Identifying developmental drivers of accelerated epigenetic ageing after maltreatment will be critical to devise early targeted interventions.
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Affiliation(s)
- Felix Dammering
- Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Institute of Medical Psychology, Berlin, Germany
| | - Jade Martins
- Dept. of Translational Research in Psychiatry, Max Planck Institute of Psychiatry, Munich, Germany
| | - Katja Dittrich
- Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Dept. of Child & Adolescent Psychiatry, Psychotherapy, and Psychosomatics, Berlin, Germany
| | - Darina Czamara
- Dept. of Translational Research in Psychiatry, Max Planck Institute of Psychiatry, Munich, Germany
| | - Monika Rex-Haffner
- Dept. of Translational Research in Psychiatry, Max Planck Institute of Psychiatry, Munich, Germany
| | - Judith Overfeld
- Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Institute of Medical Psychology, Berlin, Germany
| | - Karin de Punder
- Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Institute of Medical Psychology, Berlin, Germany
| | - Claudia Buss
- Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Institute of Medical Psychology, Berlin, Germany.,University of California, Irvine, Development, Health, and Disease Research Program, Orange, CA, USA
| | - Sonja Entringer
- Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Institute of Medical Psychology, Berlin, Germany.,University of California, Irvine, Development, Health, and Disease Research Program, Orange, CA, USA
| | - Sibylle M Winter
- Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Dept. of Child & Adolescent Psychiatry, Psychotherapy, and Psychosomatics, Berlin, Germany
| | - Elisabeth B Binder
- Dept. of Translational Research in Psychiatry, Max Planck Institute of Psychiatry, Munich, Germany
| | - Christine Heim
- Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Institute of Medical Psychology, Berlin, Germany.,Dept. of Biobehavioral Health, The Pennsylvania State University, University Park, PA, USA
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Abstract
ABSTRACT Recent research efforts have provided compelling evidence of genome-wide DNA methylation alterations in pediatrics. It is currently well established that epigenetic clocks, composed of DNA methylation sites, can estimate the gestational and chronological age of cells and tissues from different ages. Also, extensive research is aimed at their correlation with early life exposure and pediatric diseases. This review aimed to systematically summarize the epigenetic clocks in the pediatric population. Publications were collected from PubMed and Web of Science databases up to Apr 2021. Epigenetic clocks, DNA methylation clocks, epigenetic age acceleration or deceleration, pediatric and the pediatric population were used as search criteria. Here, we first review the currently applicative pediatric epigenetic clocks. We then highlight the interpretation for epigenetic age deviations in the pediatric population and their association with external factors, developmental trajectories, and pediatric diseases. Considering the remaining unknown of pediatric clocks, research strategies into them are also discussed. In all, pediatric epigenetic clocks may act as potent tools to understand development, growth and diseases in early life.
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