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Connolly SL, Stoop TB, Logue MW, Orr EH, De Vivo I, Miller MW, Wolf EJ. Posttraumatic Stress Disorder Symptoms, Temperament, and the Pathway to Cellular Senescence. J Trauma Stress 2018; 31:676-686. [PMID: 30338579 PMCID: PMC6197884 DOI: 10.1002/jts.22325] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/27/2017] [Revised: 06/05/2018] [Accepted: 06/11/2018] [Indexed: 11/07/2022]
Abstract
Traumatic stress is thought to be associated with shortened telomere length (TL) in leukocytes, an age-related marker of increased risk for cellular senescence, although findings thus far have been mixed. We assessed associations between posttraumatic stress disorder (PTSD) symptom severity, temperament, and TL in a sample of 453 White, non-Hispanic, middle-aged, trauma-exposed male and female veterans and civilians. Given that prior research has suggested an association between PTSD and accelerated cellular age, we also examined associations between TL and an index of accelerated cellular age derived from DNA methylation data (DNAm age). Analyses revealed that, controlling for chronological age, PTSD was not directly associated with TL but rather this association was moderated by age, β = -.14, p = .003, ΔR2 = .02. Specifically, PTSD severity evidenced a stronger negative association with TL among relatively older participants (≥ 55 years of age). In a subset of veterans with data pertaining to temperament (n = 150), positive emotionality, and, specifically, a drive toward achievement, β = .26, p = .002, ΔR2 = .06, were positively associated with TL. There was no evidence of an association between age-adjusted TL and accelerated DNAm age. Collectively, these results indicate that older adults may be more vulnerable to the negative health effects of PTSD but that traits such as achievement, resilience, and psychological hardiness may be protective. These findings underscore the importance of identifying reliable biomarkers of cellular aging and senescence and of determining the biological mechanisms that contribute to stress-related disease and decline.
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Affiliation(s)
| | - Tawni B Stoop
- National Center for PTSD at VA Boston Healthcare System, Boston, Massachusetts, USA
| | - Mark W Logue
- National Center for PTSD at VA Boston Healthcare System, Boston, Massachusetts, USA
- Department of Psychiatry, Boston University School of Medicine, Boston, Massachusetts, USA
| | - Esther Hana Orr
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts, USA
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA
| | - Immaculata De Vivo
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts, USA
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA
| | - Mark W Miller
- National Center for PTSD at VA Boston Healthcare System, Boston, Massachusetts, USA
- Department of Psychiatry, Boston University School of Medicine, Boston, Massachusetts, USA
| | - Erika J Wolf
- National Center for PTSD at VA Boston Healthcare System, Boston, Massachusetts, USA
- Department of Psychiatry, Boston University School of Medicine, Boston, Massachusetts, USA
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Wolf EJ, Maniates H, Nugent N, Maihofer AX, Armstrong D, Ratanatharathorn A, Ashley-Koch AE, Garrett M, Kimbrel NA, Lori A, Aiello AE, Baker DG, Beckham JC, Boks MP, Galea S, Geuze E, Hauser MA, Kessler RC, Koenen KC, Miller MW, Ressler KJ, Risbrough V, Rutten BP, Stein MB, Ursano RJ, Vermetten E, Vinkers CH, Uddin M, Smith AK, Nievergelt CM, Logue MW. Traumatic stress and accelerated DNA methylation age: A meta-analysis. Psychoneuroendocrinology 2018; 92:123-134. [PMID: 29452766 PMCID: PMC5924645 DOI: 10.1016/j.psyneuen.2017.12.007] [Citation(s) in RCA: 152] [Impact Index Per Article: 25.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/08/2017] [Revised: 11/07/2017] [Accepted: 12/12/2017] [Indexed: 12/17/2022]
Abstract
BACKGROUND Recent studies examining the association between posttraumatic stress disorder (PTSD) and accelerated aging, as defined by DNA methylation-based estimates of cellular age that exceed chronological age, have yielded mixed results. METHODS We conducted a meta-analysis of trauma exposure and PTSD diagnosis and symptom severity in association with accelerated DNA methylation age using data from 9 cohorts contributing to the Psychiatric Genomics Consortium PTSD Epigenetics Workgroup (combined N = 2186). Associations between demographic and cellular variables and accelerated DNA methylation age were also examined, as was the moderating influence of demographic variables. RESULTS Meta-analysis of regression coefficients from contributing cohorts revealed that childhood trauma exposure (when measured with the Childhood Trauma Questionnaire) and lifetime PTSD severity evidenced significant, albeit small, meta-analytic associations with accelerated DNA methylation age (ps = 0.028 and 0.016, respectively). Sex, CD4T cell proportions, and natural killer cell proportions were also significantly associated with accelerated DNA methylation age (all ps < 0.02). PTSD diagnosis and lifetime trauma exposure were not associated with advanced DNA methylation age. There was no evidence of moderation of the trauma or PTSD variables by demographic factors. CONCLUSIONS Results suggest that traumatic stress is associated with advanced epigenetic age and raise the possibility that cells integral to immune system maintenance and responsivity play a role in this. This study highlights the need for additional research into the biological mechanisms linking traumatic stress to accelerated DNA methylation age and the importance of furthering our understanding of the neurobiological and health consequences of PTSD.
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Affiliation(s)
- Erika J. Wolf
- National Center for PTSD at VA Boston Healthcare System,Department of Psychiatry, Boston University School of Medicine
| | | | - Nicole Nugent
- Bradley Hasbro Children’s Research Center, Rhode Island Hospital,Departments of Psychiatry and Human Behavior and Pediatrics, Brown Medical School
| | | | - Don Armstrong
- University of Illinois Urbana-Champaign, Carl R. Woese Institute for Genomic Biology
| | | | | | - Melanie Garrett
- Department of Psychiatry & Behavioral Sciences, Duke University Medical Center
| | - Nathan A. Kimbrel
- Department of Psychiatry & Behavioral Sciences, Duke University Medical Center,VA Mid-Atlantic, Mental Illness Research, Education, and Clinical Center,Durham VA Medical Center
| | - Adriana Lori
- Department of Psychiatry and Behavioral Sciences, Emory University
| | | | - Allison E. Aiello
- Department of Epidemiology, University of North Carolina at Chapel Hill Gillings School of Global Public Health
| | - Dewleen G. Baker
- University of California San Diego, Department of Psychiatry,Veterans Affairs San Diego Healthcare System,Veterans Affairs Center of Excellence for Stress and Mental Health
| | - Jean C. Beckham
- Department of Psychiatry & Behavioral Sciences, Duke University Medical Center,VA Mid-Atlantic, Mental Illness Research, Education, and Clinical Center,Durham VA Medical Center
| | - Marco P. Boks
- University Medical Center Utrecht, Brain Center Rudolf Magnus, Department of Psychiatry, Utrecht the Netherlands
| | | | - Elbert Geuze
- University Medical Center Utrecht, Brain Center Rudolf Magnus, Department of Psychiatry, Utrecht the Netherlands,Ministry of Defence, Military Mental Healthcare, Utrecht the Netherlands
| | - Michael A. Hauser
- Duke Molecular Physiology Institute, Duke University School of Medicine
| | | | - Karestan C. Koenen
- Harvard T.H. Chan School of Public Health, Department of Epidemiology,Massachusetts General Hospital, Psychiatric and Neurodevelopmental Genetics Unit, Center for Human Genetic Research, and Department of Psychiatry
| | - Mark W. Miller
- National Center for PTSD at VA Boston Healthcare System,Department of Psychiatry, Boston University School of Medicine
| | - Kerry J. Ressler
- Department of Psychiatry, Harvard Medical School and McLean Hospital, Belmont, MA, USA
| | - Victoria Risbrough
- University of California San Diego, Department of Psychiatry,Veterans Affairs San Diego Healthcare System,Veterans Affairs Center of Excellence for Stress and Mental Health
| | - Bart P.F. Rutten
- School for Mental Health and Neuroscience and the European Graduate School of Neuroscience (EURON), Department of Psychiatry and Neuropsychology, Maastricht University Medical Centre, Maastricht, The Netherlands
| | - Murray B. Stein
- University of California San Diego, Department of Psychiatry,Veterans Affairs San Diego Healthcare System,University of California San Diego, Department of Family Medicine and Public Health
| | - Robert J. Ursano
- Center for the Study of Traumatic Stress, Department of Psychiatry, Uniformed Services University of the Health Sciences
| | - Eric Vermetten
- University Medical Center Utrecht, Brain Center Rudolf Magnus, Department of Psychiatry, Utrecht the Netherlands,Ministry of Defence, Military Mental Healthcare, Utrecht the Netherlands,Arq Psychotrauma Expert Group
| | - Christiaan H. Vinkers
- University Medical Center Utrecht, Brain Center Rudolf Magnus, Department of Psychiatry, Utrecht the Netherlands
| | - Monica Uddin
- University of Illinois Urbana-Champaign, Carl R. Woese Institute for Genomic Biology,University of Illinois Urbana-Champaign, Department of Psychology
| | - Alicia K. Smith
- Department of Psychiatry and Behavioral Sciences, Emory University,Department of Gynecology and Obstetrics, Emory University
| | - Caroline M. Nievergelt
- University of California San Diego, Department of Psychiatry,Veterans Affairs San Diego Healthcare System,Veterans Affairs Center of Excellence for Stress and Mental Health
| | - Mark W. Logue
- National Center for PTSD at VA Boston Healthcare System,Department of Psychiatry, Boston University School of Medicine,Biomedical Genetics, Boston University School of Medicine
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Mehta D, Bruenig D, Lawford B, Harvey W, Carrillo-Roa T, Morris CP, Jovanovic T, Young RM, Binder EB, Voisey J. Accelerated DNA methylation aging and increased resilience in veterans: The biological cost for soldiering on. Neurobiol Stress 2018; 8:112-119. [PMID: 29888306 PMCID: PMC5991315 DOI: 10.1016/j.ynstr.2018.04.001] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2017] [Revised: 04/04/2018] [Accepted: 04/05/2018] [Indexed: 11/29/2022] Open
Abstract
Accelerated epigenetic aging, the difference between the DNA methylation-predicted age (DNAm age) and the chronological age, is associated with a myriad of diseases. This study investigates the relationship between epigenetic aging and risk and protective factors of PTSD. Genome-wide DNA methylation analysis was performed in 211 individuals including combat-exposed Australian veterans (discovery cohort, n = 96 males) and trauma-exposed civilian males from the Grady Trauma Project (replication cohort, n = 115 males). Primary measures included the Clinician Administered PTSD Scale for DSM-5 and the Connor-Davidson Resilience Scale (CD-RISC). DNAm age prediction was performed using the validated epigenetic clock calculator. Veterans with PTSD had increased PTSD symptom severity (P-value = 3.75 × 10-34) and lower CD-RISC scores (P-value = 7.5 × 10-8) than veterans without PTSD. DNAm age was significantly correlated with the chronological age (P-value = 3.3 × 10-6), but DNAm age acceleration was not different between the PTSD and non-PTSD groups (P-value = 0.24). Evaluating potential protective factors, we found that DNAm age acceleration was significantly associated with CD-RISC resilience scores in veterans with PTSD, these results remained significant after multiple testing correction (P-value = 0.023; r = 0.32). This finding was also replicated in an independent trauma-exposed civilian cohort (P-value = 0.02; r = 0.23). Post-hoc factor analyses revealed that this association was likely driven by "self-efficacy" items within the CD-RISC (P-value = 0.015; r = 0.35). These results suggest that among individuals already suffering from PTSD, some aspects of increased resilience might come at a biological cost.
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Affiliation(s)
- Divya Mehta
- School of Psychology and Counselling, Faculty of Health, Institute of Health and Biomedical Innovation, Queensland University of Technology, Kelvin Grove, Queensland 4059, Australia
| | - Dagmar Bruenig
- School of Biomedical Sciences, Faculty of Health, Institute of Health and Biomedical Innovation, Queensland University of Technology, Kelvin Grove, Queensland 4059, Australia
- Gallipoli Medical Research Institute, Greenslopes Private Hospital, Newdegate Street, Greenslopes, QLD 4120, Australia
| | - Bruce Lawford
- School of Biomedical Sciences, Faculty of Health, Institute of Health and Biomedical Innovation, Queensland University of Technology, Kelvin Grove, Queensland 4059, Australia
| | - Wendy Harvey
- Gallipoli Medical Research Institute, Greenslopes Private Hospital, Newdegate Street, Greenslopes, QLD 4120, Australia
| | - Tania Carrillo-Roa
- Department of Translational Research in Psychiatry, Max Planck Institute of Psychiatry, Munich, 80804, Germany
| | - Charles P. Morris
- School of Biomedical Sciences, Faculty of Health, Institute of Health and Biomedical Innovation, Queensland University of Technology, Kelvin Grove, Queensland 4059, Australia
| | - Tanja Jovanovic
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, GA 30322, USA
| | - Ross McD. Young
- School of Psychology and Counselling, Faculty of Health, Institute of Health and Biomedical Innovation, Queensland University of Technology, Kelvin Grove, Queensland 4059, Australia
- Gallipoli Medical Research Institute, Greenslopes Private Hospital, Newdegate Street, Greenslopes, QLD 4120, Australia
| | - Elisabeth B. Binder
- Department of Translational Research in Psychiatry, Max Planck Institute of Psychiatry, Munich, 80804, Germany
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, GA 30322, USA
| | - Joanne Voisey
- School of Biomedical Sciences, Faculty of Health, Institute of Health and Biomedical Innovation, Queensland University of Technology, Kelvin Grove, Queensland 4059, Australia
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Abstract
PURPOSE OF REVIEW The aim of this paper is to review the recent literature on traumatic stress-related accelerated aging, including a focus on cellular mechanisms and biomarkers of cellular aging and on the clinical manifestations of accelerated biological aging. RECENT FINDINGS Multiple lines of research converge to suggest that PTSD is associated with accelerated aging in the epigenome, and the immune and inflammation systems, and this may be reflected in premature onset of cardiometabolic and cardiovascular disease. The current state of research paves the way for future work focused on identifying the peripheral and central biological mechanisms linking traumatic stress to accelerated biological aging and medical morbidity, with an emphasis on processes involved in inflammation, immune functioning, oxidative stress, autonomic arousal, and stress response. Ultimately, such work could help reduce the pace of biological aging and improve health and wellness.
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Affiliation(s)
- Erika J Wolf
- National Center for PTSD, VA Boston Healthcare System, (116B-2), 150 South Huntington Ave, Boston, MA, 02130, USA.
- Department of Psychiatry, Boston University School of Medicine, Boston, MA, USA.
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