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Blevins EJ, Slopen N, Koenen KC, Mikesell C, Basu A. Perspectives on Integrating Biological Assessments to Address the Health Effects of Childhood Adversities. Harv Rev Psychiatry 2024:00023727-990000000-00016. [PMID: 39636757 DOI: 10.1097/hrp.0000000000000413] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/07/2024]
Abstract
ABSTRACT A majority of adults in the United States (US) report a range of stressful and potentially traumatic childhood experiences (e.g., physical or sexual abuse, witnessing violence, neglect). Such adversities are associated with a range of mental (e.g., anxiety, mood, and behavioral difficulties) and physical (e.g., cardiovascular illnesses, diabetes, asthma) health problems. Increasingly, precision medicine approaches seek to prevent and treat such multifinal downstream health problems by identifying common etiological pathways (e.g., inflammation and immune pathways) and candidate biomarkers to target interventions. In this context, we review the rationale for continued research to identify biomarkers of childhood adversity. Building on the bioecological theory, we emphasize that individual neurobiological profiles develop within multiple ecological levels (individual, family, neighborhood, macrosocial) that confer both risk and protective factors that can attenuate or amplify biological effects of childhood adversity. Given the limited data on adversity-associated biomarkers for children and adolescents, we discuss future recommendations for research, implications for clinical care, and ethical considerations. Preventing childhood adversity and supporting adversity- and trauma-informed systemic intervention approaches remains our primary recommendation. We highlight the continued need to consider both biomarkers of risk and protective factors across ecological levels in future research.
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Affiliation(s)
- Emily J Blevins
- From Department of Psychiatry, Massachusetts General Hospital (Drs. Blevins, Koenen, and Basu, and Ms. Mikesell); Harvard T. H. Chan School of Public Health (Drs. Slopen, Koenen, and Basu, and Ms. Mikesell) Boston, MA; Broad Institute of MIT and Harvard, Cambridge, MA (Drs. Koenen and Basu, and Ms. Mikesell)
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Lussier AA, Schuurmans IK, Großbach A, Maclsaac J, Dever K, Koen N, Zar HJ, Stein DJ, Kobor MS, Dunn EC. Technical variability across the 450K, EPICv1, and EPICv2 DNA methylation arrays: lessons learned for clinical and longitudinal studies. Clin Epigenetics 2024; 16:166. [PMID: 39578866 PMCID: PMC11583407 DOI: 10.1186/s13148-024-01761-4] [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: 08/07/2024] [Accepted: 10/11/2024] [Indexed: 11/24/2024] Open
Abstract
DNA methylation (DNAm) is the most commonly measured epigenetic mechanism in human populations, with most studies using Illumina arrays to assess DNAm levels. In 2023, Illumina updated their DNAm arrays to the EPIC version 2 (EPICv2), building on prior iterations, namely the EPIC version 1 (EPICv1) and 450K arrays. Whether DNAm measurements are stable across these three generations of arrays has yet not been investigated, limiting the ability of researchers-especially those with longitudinal data-to compare and replicate results across arrays. Here, we present results from a study of 30 child participants (15 male; 15 female) from the Drakenstein Child Health Study, who had DNAm measured on all three of the latest arrays: 450K, EPICv1, and EPICv2. Using these data, we created an annotation of probe quality across arrays, which includes the intraclass correlations, interquartile ranges, correlations, and array bias (i.e., the extent to which DNAm levels were explained by array type) of all CpGs. We also present results from an analysis of sex differences, where we found that CpGs with lower replicability across arrays had higher array-based variance, suggesting this variance metric help guide replication efforts. We also showed that epigenetic age estimates across arrays were more stable when using the principal component versions of epigenetic clocks. Ultimately, this collection of results provides a framework for investigating the replicability and longitudinal stability of epigenetic changes across multiple versions of Illumina DNAm arrays.
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Affiliation(s)
- Alexandre A Lussier
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA.
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA.
- Stanley Center for Psychiatric Research, The Broad Institute of Harvard and MIT, Cambridge, MA, USA.
| | - Isabel K Schuurmans
- Department of Child and Adolescent Psychiatry/Psychology, Erasmus MC University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - Anna Großbach
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA
- School of Mathematical and Statistical Sciences, University of Galway, Galway, Ireland
- The SFI Centre for Research Training in Genomics Data Science, Dublin, Ireland
| | - Julie Maclsaac
- Department of Medical Genetics, Faculty of Medicine, University of British Columbia, Vancouver, BC, Canada
- British Columbia Children's Hospital Research Institute, University of British Columbia, Vancouver, BC, Canada
- Centre for Molecular Medicine and Therapeutics, University of British Columbia, Vancouver, BC, Canada
| | - Kristy Dever
- Department of Medical Genetics, Faculty of Medicine, University of British Columbia, Vancouver, BC, Canada
- British Columbia Children's Hospital Research Institute, University of British Columbia, Vancouver, BC, Canada
- Centre for Molecular Medicine and Therapeutics, University of British Columbia, Vancouver, BC, Canada
| | - Nastassja Koen
- SAMRC Unit on Risk and Resilience in Mental Disorders, Department of Psychiatry and Neuroscience Institute, University of Cape Town, Cape Town, South Africa
| | - Heather J Zar
- Department of Pediatrics and Child Health, Red Cross War Memorial Children's Hospital, University of Cape Town, Cape Town, South Africa
- South African Medical Research Council (SAMRC) Unit on Child and Adolescent Health, University of Cape Town, Cape Town, South Africa
| | - Dan J Stein
- SAMRC Unit on Risk and Resilience in Mental Disorders, Department of Psychiatry and Neuroscience Institute, University of Cape Town, Cape Town, South Africa
| | - Michael S Kobor
- Department of Medical Genetics, Faculty of Medicine, University of British Columbia, Vancouver, BC, Canada
- British Columbia Children's Hospital Research Institute, University of British Columbia, Vancouver, BC, Canada
- Centre for Molecular Medicine and Therapeutics, University of British Columbia, Vancouver, BC, Canada
- Edwin S.H. Leong Centre for Healthy Aging, University of British Columbia, Vancouver, BC, Canada
| | - Erin C Dunn
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA.
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA.
- Stanley Center for Psychiatric Research, The Broad Institute of Harvard and MIT, Cambridge, MA, USA.
- Department of Sociology, College of Liberal Arts, Purdue University, West Lafayette, IN, USA.
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Farooq B, Russell AE, Howe LD, Herbert A, Smith AD, Fisher HL, Baldwin JR, Arseneault L, Danese A, Mars B. The relationship between type, timing and duration of exposure to adverse childhood experiences and adolescent self-harm and depression: findings from three UK prospective population-based cohorts. J Child Psychol Psychiatry 2024; 65:1369-1387. [PMID: 38613494 PMCID: PMC7616850 DOI: 10.1111/jcpp.13986] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 02/14/2024] [Indexed: 04/15/2024]
Abstract
BACKGROUND Adverse childhood experiences (ACEs) are well-established risk factors for self-harm and depression. However, despite their high comorbidity, there has been little focus on the impact of developmental timing and the duration of exposure to ACEs on co-occurring self-harm and depression. METHODS Data were utilised from over 22,000 children and adolescents participating in three UK cohorts, followed up longitudinally for 14-18 years: the Avon Longitudinal Study of Parents and Children (ALSPAC), the Millennium Cohort Study (MCS) and the Environmental Risk (E-Risk) Longitudinal Twin Study. Multinomial logistic regression models estimated associations between each ACE type and a four-category outcome: no self-harm or depression, self-harm alone, depression alone and self-harm with co-occurring depression. A structured life course modelling approach was used to examine whether the accumulation (duration) of exposure to each ACE, or a critical period (timing of ACEs) had the strongest effects on self-harm and depression in adolescence. RESULTS The majority of ACEs were associated with co-occurring self-harm and depression, with consistent findings across cohorts. The importance of timing and duration of ACEs differed across ACEs and across cohorts. For parental mental health problems, longer duration of exposure was strongly associated with co-occurring self-harm and depression in both ALSPAC (adjusted OR: 1.18, 95% CI: 1.10-1.25) and MCS (1.18, 1.11-1.26) cohorts. For other ACEs in ALSPAC, exposure in middle childhood was most strongly associated with co-occurring self-harm and depression, and ACE occurrence in early childhood and adolescence was more important in the MCS. CONCLUSIONS Efforts to mitigate the impact of ACEs should start in early life with continued support throughout childhood, to prevent long-term exposure to ACEs contributing to risk of self-harm and depression in adolescence.
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Affiliation(s)
- Bushra Farooq
- Centre for Academic Mental Health, Population Health Sciences, University of Bristol Medical School, Bristol, UK
| | - Abigail E. Russell
- Children and Young People’s Mental Health Research Collaboration, University of Exeter Medical School, Exeter, UK
| | - Laura D. Howe
- MRC Integrative Epidemiology Unit, Population Health Sciences, University of Bristol Medical School, Bristol, UK
| | - Annie Herbert
- MRC Integrative Epidemiology Unit, Population Health Sciences, University of Bristol Medical School, Bristol, UK
| | - Andrew D.A.C. Smith
- Mathematics and Statistics Research Group, University of the West of England, Bristol, UK
| | - Helen L. Fisher
- Social, Genetic & Developmental Psychiatry Centre, Institute of Psychiatry, Psychology & Neuroscience, King’s College London, London, UK
- ESRC Centre for Society and Mental Health, King’s College London, London, UK
| | - Jessie R. Baldwin
- Social, Genetic & Developmental Psychiatry Centre, Institute of Psychiatry, Psychology & Neuroscience, King’s College London, London, UK
- Division of Psychology and Language Sciences, Department of Clinical, Educational and Health Psychology, University College London, London, UK
| | - Louise Arseneault
- Mathematics and Statistics Research Group, University of the West of England, Bristol, UK
| | - Andrea Danese
- Social, Genetic & Developmental Psychiatry Centre, Institute of Psychiatry, Psychology & Neuroscience, King’s College London, London, UK
- Department of Child and Adolescent Psychiatry, Institute of Psychiatry, Psychology & Neuroscience, King’s College London, London, UK
- National and Specialist CAMHS Clinic for Trauma, Anxiety, and Depression, South London and Maudsley NHS Foundation Trust, London, UK
| | - Becky Mars
- Centre for Academic Mental Health, Population Health Sciences, University of Bristol Medical School, Bristol, UK
- National Institute for Health and Care Research, Biomedical Research Centre, Bristol, UK
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Petroff RL, Jester J, Riggs J, Alfafara E, Springer K, Kerr N, Issa M, Hall A, Rosenblum K, Goodrich JM, Muzik M. Longitudinal DNA methylation in parent-infant pairs impacted by intergenerational social adversity: An RCT of the Michigan Model of Infant Mental Health Home Visiting. Brain Behav 2024; 14:e70035. [PMID: 39295112 PMCID: PMC11410872 DOI: 10.1002/brb3.70035] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/08/2024] [Revised: 06/26/2024] [Accepted: 08/03/2024] [Indexed: 09/21/2024] Open
Abstract
INTRODUCTION Early childhood development is a strong predictor of long-term health outcomes, potentially mediated via epigenetics (DNA methylation). The aim of the current study was to examine how childhood experiences, punitive parenting, and an intergenerational psychotherapeutic intervention may impact DNA methylation in young children and their mothers. METHODS Mothers and their infants/toddlers between 0 and 24 months were recruited at baseline (n = 146, 73 pairs) to participate in a randomized control trial evaluating the effectiveness of The Michigan Model of Infant Mental Health Home Visiting (IMH-HV) parent-infant psychotherapy compared to treatment as usual. Baseline and 12-month post-enrollment data were collected in the family's home and included self-report questionnaires, biological saliva samples, home environment observation, video-taped parent-child interaction, and audio-recorded interviews. Saliva DNA methylation was measured at the genes, nuclear receptor subfamily 3 group C member 1 (NR3C1), solute carrier family 6 member 4 (SLC6A4), brain-derived neurotrophic factor (BDNF), and the genetic element, long interspersed nuclear element-1 (LINE1). RESULTS For mothers, baseline methylation of BDNF, SLC6A4, NR3C1, or LINE1 was largely not associated with baseline measures of their childhood adversity, adverse life experiences, demographic characteristics related to structurally driven inequities, or to IMH-HV treatment effect. In infants, there were suggestions that methylation in SLC6A4 and LINE1 was associated with parenting attitudes. Infant BDNF methylation suggested an overall decrease in response to IMH-HV psychotherapy over 12 months. CONCLUSIONS Overall, our findings suggest that the epigenome in infants and young children may be sensitive to both early life experiences and parent-infant psychotherapy.
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Affiliation(s)
- Rebekah L. Petroff
- Department of Environmental Health Sciences, School of Public HealthUniversity of MichiganAnn ArborMichiganUSA
| | - Jennifer Jester
- Department of PsychiatryMichigan MedicineAnn ArborMichiganUSA
| | - Jessica Riggs
- Department of PsychiatryMichigan MedicineAnn ArborMichiganUSA
| | - Emily Alfafara
- Department of PsychiatryMichigan MedicineAnn ArborMichiganUSA
| | - Katherine Springer
- Department of Environmental Health Sciences, School of Public HealthUniversity of MichiganAnn ArborMichiganUSA
| | - Natalie Kerr
- Department of Environmental Health Sciences, School of Public HealthUniversity of MichiganAnn ArborMichiganUSA
| | - Meriam Issa
- Department of PsychiatryMichigan MedicineAnn ArborMichiganUSA
| | - Alanah Hall
- Department of PsychiatryMichigan MedicineAnn ArborMichiganUSA
| | - Katherine Rosenblum
- Department of PsychiatryMichigan MedicineAnn ArborMichiganUSA
- Department of Obstetrics & GynecologyMichigan MedicineAnn ArborMichiganUSA
- Department of PediatricsMichigan MedicineAnn ArborMichiganUSA
| | - Jaclyn M. Goodrich
- Department of Environmental Health Sciences, School of Public HealthUniversity of MichiganAnn ArborMichiganUSA
| | - Maria Muzik
- Department of PsychiatryMichigan MedicineAnn ArborMichiganUSA
- Department of Obstetrics & GynecologyMichigan MedicineAnn ArborMichiganUSA
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Lacey RE, Gondek D, Smith BJ, Smith ADAC, Dunn EC, Sacker A. Testing lifecourse theories characterising associations between maternal depression and offspring depression in emerging adulthood: the Avon Longitudinal Study of Parents and Children. J Child Psychol Psychiatry 2023; 64:1149-1158. [PMID: 36094018 PMCID: PMC10008452 DOI: 10.1111/jcpp.13699] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 08/18/2022] [Indexed: 12/01/2022]
Abstract
BACKGROUND Maternal depression is a major determinant of offspring mental health. Yet, little is understood about how the duration and timing of maternal depression shapes youth risk for depressive symptoms, which if understood could inform when best to intervene. This study aimed to determine how the timing and duration of maternal depression was related to offspring depression in emerging adulthood, and if these associations varied by sex. METHODS We analysed data from the Avon Longitudinal Study of Parents and Children (a prenatal cohort in the Avon area of England, 1991-2003), n = 3,301. We applied the structured lifecourse modelling approach to maternal depression (assessed at 13 points from prenatal period to adolescence) and emerging adult depressive symptoms (age 21). Lifecourse models assessed were accumulation (sum of timepoints when maternal depression was reported), sensitive periods (each period assessed as one during which maternal depression has a stronger effect) and instability (frequent fluctuations in maternal depression). RESULTS Female adolescents (n = 2,132) had higher SMFQ scores (mean = 6.15, SD = 5.90) than males (n = 1,169, mean = 4.87, SD = 4.82). Maternal depression was most common in the infancy period (21.2% males; 21.4% females). For males, accumulation was the most appropriate lifecourse model; for each additional period of maternal depression, depressive symptoms in emerging adulthood increased by 0.11 (95% CI: 0.07, 0.15, one-sided p value ≤ .001). For females, exposure to maternal depression was associated with increasing depressive symptoms in emerging adulthood, with the largest effect in mid-childhood (increase of 0.27 units, 95% CI 0.03-0.50, p = .015 for difference between mid-childhood and other time-periods) and a smaller, equal effect at all other time-periods (increase of 0.07 units per time-period, 95% CI: 0.03-0.12, p = .002). CONCLUSIONS This study highlights the importance of ongoing maternal depression for the development of depression in offspring through to emerging adulthood. Because long-term exposure to maternal depression was particularly important, early interventions are warranted.
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Affiliation(s)
- Rebecca E. Lacey
- Research Department of Epidemiology and Public HealthUniversity College LondonLondonUK
| | - Dawid Gondek
- Research Department of Epidemiology and Public HealthUniversity College LondonLondonUK
| | - Brooke J. Smith
- Psychiatric and Neurodevelopmental Genetics UnitCenter for Genomic MedicineMassachusetts General HospitalBostonMAUSA
| | | | - Erin C. Dunn
- Psychiatric and Neurodevelopmental Genetics UnitCenter for Genomic MedicineMassachusetts General HospitalBostonMAUSA
- Department of PsychiatryHarvard Medical School and the Massachusetts General HospitalBostonMAUSA
- Stanley Center for Psychiatric ResearchThe Broad Institute of Harvard and MITCambridgeMAUSA
- Center on the Developing Child at Harvard UniversityCambridgeMAUSA
| | - Amanda Sacker
- Research Department of Epidemiology and Public HealthUniversity College LondonLondonUK
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