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Alahmad R, Hinchey LM, Shaikh M, Amirsadri A, Javanbakht A. Gene expression and epigenetic changes in post-traumatic stress disorder, depression, and anxiety in first responders: A systematic review. J Psychiatr Res 2025; 182:438-451. [PMID: 39892213 DOI: 10.1016/j.jpsychires.2025.01.032] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/18/2024] [Revised: 12/05/2024] [Accepted: 01/15/2025] [Indexed: 02/03/2025]
Abstract
OBJECTIVE Police, firefighters, dispatchers, and emergency medical technicians-collectively known as first responders-are a unique population frequently exposed to chronic, traumatic incidents. This exposure results in a high prevalence of PTSD, depression, and anxiety, posing a substantial public health concern. Genetic predispositions and epigenetic modifications that regulate gene expression are significant contributors to trauma-related pathologies. This systematic review aims to summarize current data on epigenetic and gene expression changes in first responders related to three post-trauma pathologies: PTSD, depression, and anxiety. We also explore genetic pathways across these disorders to identify potential commonalities and therapeutic targets. METHODS Following PRISMA guidelines, databases were searched from July to October 2023, yielding 1103 studies, 12 of which met the inclusion criteria (total N = 6943). RESULTS Of the included studies, 11 examined PTSD, consistently implicating stress-response genes, such as those in the hypothalamic-pituitary-adrenal axis (e.g., FKBP5, NR3C1), and genes related to inflammation and immune responses. Three studies focused on depression-related genetic biomarkers but reported no significant genome-wide methylation differences between responders with current versus no major depressive disorder (MDD). No studies addressed epigenetic or gene expression changes linked to anxiety. CONCLUSION This review identified novel genes and pathways related to trauma as potential targets for future research and pharmacological therapy. It also highlights a significant gap in the literature, emphasizing the need for broader research to investigate the genetic underpinnings of trauma exposure in first responders, aiming to identify relevant pathways and therapeutic targets.
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Affiliation(s)
- Rasheed Alahmad
- Department of Psychiatry and Behavioral Neurosciences, Wayne State University School of Medicine, 3901 Chrysler Service Dr., Detroit, MI 48201, USA.
| | - Liza M Hinchey
- Department of Psychiatry and Behavioral Neurosciences, Wayne State University School of Medicine, 3901 Chrysler Service Dr., Detroit, MI 48201, USA
| | - Manahil Shaikh
- Department of Psychiatry and Behavioral Neurosciences, Wayne State University School of Medicine, 3901 Chrysler Service Dr., Detroit, MI 48201, USA
| | - Alireza Amirsadri
- Department of Psychiatry and Behavioral Neurosciences, Wayne State University School of Medicine, 3901 Chrysler Service Dr., Detroit, MI 48201, USA
| | - Arash Javanbakht
- Department of Psychiatry and Behavioral Neurosciences, Wayne State University School of Medicine, 3901 Chrysler Service Dr., Detroit, MI 48201, USA
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Katrinli S, Wani AH, Maihofer AX, Ratanatharathorn A, Daskalakis NP, Montalvo-Ortiz J, Núñez-Ríos DL, Zannas AS, Zhao X, Aiello AE, Ashley-Koch AE, Avetyan D, Baker DG, Beckham JC, Boks MP, Brick LA, Bromet E, Champagne FA, Chen CY, Dalvie S, Dennis MF, Fatumo S, Fortier C, Galea S, Garrett ME, Geuze E, Grant G, Hauser MA, Hayes JP, Hemmings SMJ, Huber BR, Jajoo A, Jansen S, Kessler RC, Kimbrel NA, King AP, Kleinman JE, Koen N, Koenen KC, Kuan PF, Liberzon I, Linnstaedt SD, Lori A, Luft BJ, Luykx JJ, Marx CE, McLean SA, Mehta D, Milberg W, Miller MW, Mufford MS, Musanabaganwa C, Mutabaruka J, Mutesa L, Nemeroff CB, Nugent NR, Orcutt HK, Qin XJ, Rauch SAM, Ressler KJ, Risbrough VB, Rutembesa E, Rutten BPF, Seedat S, Stein DJ, Stein MB, Toikumo S, Ursano RJ, Uwineza A, Verfaellie MH, Vermetten E, Vinkers CH, Ware EB, Wildman DE, Wolf EJ, Young RM, Zhao Y, van den Heuvel LL, Uddin M, Nievergelt CM, Smith AK, Logue MW. Epigenome-wide association studies identify novel DNA methylation sites associated with PTSD: a meta-analysis of 23 military and civilian cohorts. Genome Med 2024; 16:147. [PMID: 39696436 DOI: 10.1186/s13073-024-01417-1] [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: 01/12/2024] [Accepted: 11/29/2024] [Indexed: 12/20/2024] Open
Abstract
BACKGROUND The occurrence of post-traumatic stress disorder (PTSD) following a traumatic event is associated with biological differences that can represent the susceptibility to PTSD, the impact of trauma, or the sequelae of PTSD itself. These effects include differences in DNA methylation (DNAm), an important form of epigenetic gene regulation, at multiple CpG loci across the genome. Moreover, these effects can be shared or specific to both central and peripheral tissues. Here, we aim to identify blood DNAm differences associated with PTSD and characterize the underlying biological mechanisms by examining the extent to which they mirror associations across multiple brain regions. METHODS As the Psychiatric Genomics Consortium (PGC) PTSD Epigenetics Workgroup, we conducted the largest cross-sectional meta-analysis of epigenome-wide association studies (EWASs) of PTSD to date, involving 5077 participants (2156 PTSD cases and 2921 trauma-exposed controls) from 23 civilian and military studies. PTSD diagnosis assessments were harmonized following the standardized guidelines established by the PGC-PTSD Workgroup. DNAm was assayed from blood using Illumina HumanMethylation450 or MethylationEPIC (850 K) BeadChips. Within each cohort, DNA methylation was regressed on PTSD, sex (if applicable), age, blood cell proportions, and ancestry. An inverse variance-weighted meta-analysis was performed. We conducted replication analyses in tissue from multiple brain regions, neuronal nuclei, and a cellular model of prolonged stress. RESULTS We identified 11 CpG sites associated with PTSD in the overall meta-analysis (1.44e - 09 < p < 5.30e - 08), as well as 14 associated in analyses of specific strata (military vs civilian cohort, sex, and ancestry), including CpGs in AHRR and CDC42BPB. Many of these loci exhibit blood-brain correlation in methylation levels and cross-tissue associations with PTSD in multiple brain regions. Out of 9 CpGs annotated to a gene expressed in blood, methylation levels at 5 CpGs showed significant correlations with the expression levels of their respective annotated genes. CONCLUSIONS This study identifies 11 PTSD-associated CpGs and leverages data from postmortem brain samples, GWAS, and genome-wide expression data to interpret the biology underlying these associations and prioritize genes whose regulation differs in those with PTSD.
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Affiliation(s)
- Seyma Katrinli
- Department of Gynecology and Obstetrics, Emory University, Atlanta, GA, USA
| | - Agaz H Wani
- Genomics Program, College of Public Health, University of South Florida, Tampa, FL, USA
| | - Adam X Maihofer
- Department of Psychiatry, University of California San Diego, La Jolla, CA, San Diego, USA
- Center of Excellence for Stress and Mental Health, Veterans Affairs San Diego Healthcare System, San Diego, CA, USA
- Research Service, Veterans Affairs San Diego Healthcare System, San Diego, CA, USA
| | - Andrew Ratanatharathorn
- Department of Epidemiology, Columbia University Mailmain School of Public Health, New York, NY, USA
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Nikolaos P Daskalakis
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA
- Center of Excellence in Depression and Anxiety Disorders, McLean Hospital, Belmont, MA, USA
| | - Janitza Montalvo-Ortiz
- U.S. Department of Veterans Affairs National Center of Posttraumatic Stress Disorder, Clinical Neurosciences Division, West Haven, CT, USA
- VA Connecticut Healthcare System, West Haven, CT, USA
- Department of Psychiatry, Yale School of Medicine, New Haven, CT, USA
| | - Diana L Núñez-Ríos
- U.S. Department of Veterans Affairs National Center of Posttraumatic Stress Disorder, Clinical Neurosciences Division, West Haven, CT, USA
- VA Connecticut Healthcare System, West Haven, CT, USA
- Department of Psychiatry, Yale School of Medicine, New Haven, CT, USA
| | - Anthony S Zannas
- Carolina Stress Initiative, University of North Carolina at Chapel Hill, NC, Chapel Hill, USA
- Department of Genetics, University of North Carolina at Chapel Hill, NC, Chapel Hill, USA
- Department of Psychiatry, University of North Carolina at Chapel Hill, NC, Chapel Hill, USA
- Institute for Trauma Recovery, University of North Carolina at Chapel Hill, NC, Chapel Hill, USA
| | - Xiang Zhao
- Department of Biostatistics, Boston University School of Public Health, Boston, MA, USA
| | - Allison E Aiello
- Robert N. Butler Columbia Aging Center, Department of Epidemiology, Columbia University, New York, NY, USA
| | - Allison E Ashley-Koch
- Duke Molecular Physiology Institute, Duke University Medical Center, Durham, NC, USA
| | - Diana Avetyan
- Department of Psychiatry, University of California San Diego, La Jolla, CA, San Diego, USA
| | - Dewleen G Baker
- Department of Psychiatry, University of California San Diego, La Jolla, CA, San Diego, USA
- Center of Excellence for Stress and Mental Health, Veterans Affairs San Diego Healthcare System, San Diego, CA, USA
- Psychiatry Service, Veterans Affairs San Diego Healthcare System, San Diego, CA, USA
| | - Jean C Beckham
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC, USA
- Durham VA Health Care System, Researcg, Durham, NC, USA
- Genetics Research Laboratory, VA Mid-Atlantic Mental Illness Research Education, and Clinical Center (MIRECC), Durham, NC, USA
| | - Marco P Boks
- Department of Psychiatry, Brain Center University Medical Center Utrecht, Utrecht, UT, NL, Netherlands
| | - Leslie A Brick
- Department of Psychiatry and Human Behavior, Alpert Medical School of Brown University, Providence, RI, USA
| | - Evelyn Bromet
- Epidemiology Research Group, State University of New York at Stony Brook, Stony Brook, NY, USA
| | - Frances A Champagne
- Department of Psychology, The University of Texas at Austin, Austin, TX, USA
| | - Chia-Yen Chen
- Biogen Inc, Translational Sciences, Cambridge, MA, USA
| | - Shareefa Dalvie
- Department of Pathology, University of Cape Town, Western Province, Cape Town, ZA, South Africa
- Division of Human Genetics, University of Cape Town, Western Province, Cape Town, ZA, South Africa
| | - Michelle F Dennis
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC, USA
- Durham VA Health Care System, Researcg, Durham, NC, USA
- Genetics Research Laboratory, VA Mid-Atlantic Mental Illness Research Education, and Clinical Center (MIRECC), Durham, NC, USA
| | - Segun Fatumo
- MRC/UVRI and London School of Hygiene and Tropical Medicine, The African Computational Genomics (TACG) Research Group, Entebbe, Wakiso, Uganda
| | - Catherine Fortier
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA
- Translational Research Center for TBI and Stress Disorders (TRACTS)/Geriatric Research Education and Clinical Center (GRECC), VA Boston Healthcare System, Boston, MA, USA
| | - Sandro Galea
- School of Public Health, Boston University, Boston, MA, USA
| | - Melanie E Garrett
- Duke Molecular Physiology Institute, Duke University Medical Center, Durham, NC, USA
| | - Elbert Geuze
- Brain Research and Innovation Centre, Netherlands Ministry of Defence, Utrecht, UT, NL, Netherlands
- Department of Psychiatry, UMC Utrecht Brain Center Rudolf Magnus, Utrecht, UT, Netherlands
| | - Gerald Grant
- Department of Neurosurgery, Duke University School of Medicine, Durham, NC, USA
| | - Michael A Hauser
- Department of Medicine, Duke University School of Medicine, Durham, NC, USA
| | - Jasmeet P Hayes
- Department of Psychology, The Ohio State University, Columbus, OH, USA
| | - Sian M J Hemmings
- Department of Psychiatry, Faculty of Medicine and Health Sciences, Stellenbosch University, Western Cape, Cape Town, ZA, South Africa
- SAMRC Genomics of Brain Disorders Research Unit, Stellenbosch University, Western Cape, Cape Town, ZA, South Africa
| | - Bertrand Russel Huber
- Department of Neurology, Boston University School of Medicine, Boston, MA, USA
- Pathology and Laboratory Medicine, VA Boston Healthcare System, Boston, MA, USA
| | - Aarti Jajoo
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA
- McLean Hospital, Belmont, MA, USA
| | - Stefan Jansen
- College of Medicine and Health Sciences, University of Rwanda, Kigali, RW, Rwanda
| | - Ronald C Kessler
- Department of Health Care Policy, Harvard Medical School, Boston, MA, USA
| | - Nathan A Kimbrel
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC, USA
- Genetics Research Laboratory, VA Mid-Atlantic Mental Illness Research Education, and Clinical Center (MIRECC), Durham, NC, USA
- Mental Health Service Line, Durham VA Health Care System, Durham, NC, USA
| | - Anthony P King
- Institute for Behavioral Medicine Research, The Ohio State University College of Medicine, Columbus, OH, USA
- Psychiatry & Behavioral Health, The Ohio State University College of Medicine, Columbus, OH, USA
| | - Joel E Kleinman
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Lieber Institute for Brain Development, Baltimore, MD, USA
| | - Nastassja Koen
- Department of Psychiatry & Mental Health, University of Cape Town, Western Province, Cape Town, ZA, South Africa
- Neuroscience Institute, University of Cape Town, Western Province, Cape Town, ZA, South Africa
- SA MRC Unit on Risk & Resilience in Mental Disorders, University of Cape Town, Western Province, Cape Town, ZA, South Africa
| | - Karestan C Koenen
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Psychiatric and Neurodevelopmental Genetics Unit (PNGU), Massachusetts General Hospital, Boston, MA, USA
| | - Pei-Fen Kuan
- Department of Applied Mathematics and Statistics, Stony Brook University, Stony Brook, NY, USA
| | - Israel Liberzon
- Department of Psychiatry and Behavioral Sciences, Texas A&M University College of Medicine, Bryan, TX, USA
| | - Sarah D Linnstaedt
- Department of Anesthesiology, University of North Carolina at Chapel Hill, NC, Chapel Hill, USA
- UNC Institute for Trauma Recovery, University of North Carolina at Chapel Hill, NC, Chapel Hill, USA
| | - Adriana Lori
- Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta, GA, USA
| | - Benjamin J Luft
- Department of Medicine, Stony Brook University, Stony Brook, NY, USA
| | - Jurjen J Luykx
- Amsterdam Neuroscience Research Institute Stress & Sleep Program, Amsterdam University Medical Center, Amsterdam, NH, Netherlands
- Amsterdam Public Health Research Institute, Mental Health Program, Amsterdam University Medical Center, Amsterdam, NH, Netherlands
- Department of Psychiatry, Amsterdam University Medical Center, Amsterdam, NH, Netherlands
| | - Christine E Marx
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC, USA
- Durham VA Health Care System, Durham, NC, USA
- VA Mid-Atlantic Mental Illness Research Education, and Clinical Center (MIRECC), Durham, NC, USA
| | - Samuel A McLean
- Department of Psychiatry, UNC Institute for Trauma Recovery, NC, Chapel Hill, USA
| | - Divya Mehta
- Centre for Genomics and Personalised Health, Queensland University of Technology, Kelvin Grove, QLD, AU, Brisbane, Australia
- School of Biomedical Sciences, Queensland University of Technology, Kelvin Grove, QLD, AU, Brisbane, Australia
| | | | - Mark W Miller
- Biomedical Genetics & Psychiatry, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
- National Center for PTSD, VA Boston Healthcare System, Boston, MA, USA
| | - Mary S Mufford
- Department of Psychiatry and Mental Health, University of Cape Town, Western Province, Cape Town, ZA, South Africa
| | - Clarisse Musanabaganwa
- Research Innovation and Data Science Division, Rwanda Biomedical Center, Kigali, Rwanda
- Center of Human Genetics, University of Rwanda, Kigali, RW, Rwanda
| | - Jean Mutabaruka
- Department of Clinical Psychology, University of Rwanda, Huye, RW, Rwanda
| | - Leon Mutesa
- College of Medicine and Health Sciences, University of Rwanda, Kigali, RW, Rwanda
- Center for Human Genetics, University of Rwanda, Kigali, RW, Rwanda
| | - Charles B Nemeroff
- Department of Psychology, The University of Texas at Austin, Austin, TX, USA
- Department of Psychiatry and Behavioral Sciences, The University of Texas at Austin, Austin, TX, USA
| | - Nicole R Nugent
- Department of Emergency Medicine, Alpert Brown Medical School, Providence, RI, USA
- Department of Pediatrics, Alpert Brown Medical School, Providence, RI, USA
- Department of Psychiatry and Human Behavior, Alpert Brown Medical School, Providence, RI, USA
| | - Holly K Orcutt
- Department of Psychology, Northern Illinois University, DeKalb, IL, USA
| | - Xue-Jun Qin
- Duke Molecular Physiology Institute, Duke University, Durham, NC, USA
| | - Sheila A M Rauch
- Department of Psychiatry & Behavioral Sciences, Emory University, Atlanta, GA, USA
- Joseph Maxwell Cleland Atlanta Veterans Affairs Healthcare System, Atlanta, GA, USA
| | - Kerry J Ressler
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA
- McLean Hospital, Belmont, MA, USA
- Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta, GA, USA
| | - Victoria B Risbrough
- Department of Psychiatry, University of California San Diego, La Jolla, CA, San Diego, USA
- Center of Excellence for Stress and Mental Health, Veterans Affairs San Diego Healthcare System, San Diego, CA, USA
- Research Service, Veterans Affairs San Diego Healthcare System, San Diego, CA, USA
| | | | - Bart P F Rutten
- Department of Psychiatry and Neuropsychology, School for Mental Health and Neuroscience, Maastricht Universitair Medisch Centrum, Maastricht, Limburg, NL, Netherlands
| | - Soraya Seedat
- Department of Psychiatry, Faculty of Medicine and Health Sciences, Stellenbosch University, Western Cape, Cape Town, ZA, South Africa
- SA MRC Extramural Genomics of Brain Disorders Research Unit, Stellenbosch University, Western Cape, Cape Town, ZA, South Africa
| | - Dan J Stein
- Department of Psychiatry & Mental Health, University of Cape Town, Western Province, Cape Town, ZA, South Africa
- Neuroscience Institute, University of Cape Town, Western Province, Cape Town, ZA, South Africa
- SA MRC Unit on Risk & Resilience in Mental Disorders, University of Cape Town, Western Province, Cape Town, ZA, South Africa
| | - Murray B Stein
- Department of Psychiatry, University of California San Diego, La Jolla, CA, San Diego, USA
- Psychiatry Service, Veterans Affairs San Diego Healthcare System, San Diego, CA, USA
- School of Public Health, University of California San Diego, CA, La Jolla, USA
| | - Sylvanus Toikumo
- Department of Psychiatry, Faculty of Medicine and Health Sciences, Stellenbosch University, Western Cape, Cape Town, ZA, South Africa
- SA MRC Genomics of Brain Disorders Research Unit, Stellenbosch University, Western Cape, Cape Town, ZA, South Africa
| | - Robert J Ursano
- Department of Psychiatry, Center for the Study of Traumatic Stress, Uniformed Services University, Bethesda, MD, USA
| | - Annette Uwineza
- College of Medicine and Health Sciences, University of Rwanda, Kigali, Rwanda
| | - Mieke H Verfaellie
- Department of Psychiatry, Boston University School of Medicine, Boston, MA, USA
- Memory Disorders Research Center, VA Boston Healthcare System, Boston, MA, USA
| | - Eric Vermetten
- Department of Psychiatry, Leiden University Medical Center, Leiden, ZH, NL, Netherlands
- Department of Psychiatry, New York University School of Medicine, New York, NY, USA
| | - Christiaan H Vinkers
- Department of Anatomy and Neurosciences, Amsterdam UMC Location Vrije Universiteit Amsterdam, Amsterdam, Holland, Netherlands
- Department of Psychiatry, Amsterdam, UMC Location Vrije Universiteit Amsterdam, Amsterdam, Holland, Netherlands
- Amsterdam University Medical Center, Amsterdam Neuroscience Research Institute, Stress & Sleep Program, MoodPsychosisAmsterdam, Holland, AnxietyNL, Netherlands
| | - Erin B Ware
- Survey Research Center, University of Michigan, Ann Arbor, MI, USA
| | - Derek E Wildman
- College of Public Health, University of South Florida, Tampa, FL, USA
- Genomics Program, University of South Florida, Tampa, FL, USA
| | - Erika J Wolf
- National Center for PTSD, VA Boston Healthcare System, Boston, MA, USA
- Department of Psychiatry, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
| | - Ross McD Young
- School of Clinical Sciences, Queensland University of Technology, Kelvin Grove, QLD, AU, Brisbane, Australia
- University of the Sunshine Coast, The Chancellory Sippy Downs, QLD, AU, Buderim, Australia
| | - Ying Zhao
- Institute for Trauma Recovery, University of North Carolina at Chapel Hill, NC, Chapel Hill, USA
- Department of Anesthesiology, University of North Carolina at Chapel Hill, NC, Chapel Hill, USA
| | - Leigh L van den Heuvel
- Department of Psychiatry, Faculty of Medicine and Health Sciences, Stellenbosch University, Western Cape, Cape Town, ZA, South Africa
- SA MRC Extramural Genomics of Brain Disorders Research Unit, Stellenbosch University, Western Cape, Cape Town, ZA, South Africa
| | - Monica Uddin
- University of South Florida College of Public Health, Genomics Program, Tampa, FL, USA
| | - Caroline M Nievergelt
- Department of Psychiatry, University of California San Diego, La Jolla, CA, San Diego, USA
- Center of Excellence for Stress and Mental Health, Veterans Affairs San Diego Healthcare System, San Diego, CA, USA
- Research Service, Veterans Affairs San Diego Healthcare System, San Diego, CA, USA
| | - Alicia K Smith
- Department of Gynecology and Obstetrics, Emory University, Atlanta, GA, USA
- Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta, GA, USA
- Department of Human Genetics, Emory University, Atlanta, GA, USA
| | - Mark W Logue
- Department of Biostatistics, Boston University School of Public Health, Boston, MA, USA.
- Biomedical Genetics & Psychiatry, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA.
- National Center for PTSD, VA Boston Healthcare System, Boston, MA, USA.
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Rossi AA, Panzeri A, Fernandez I, Invernizzi R, Taccini F, Mannarini S. The impact of trauma core dimensions on anxiety and depression: a latent regression model through the Post-Traumatic Symptom Questionnaire (PTSQ). Sci Rep 2024; 14:23036. [PMID: 39362897 PMCID: PMC11449904 DOI: 10.1038/s41598-024-72274-6] [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] [Received: 05/05/2024] [Accepted: 09/05/2024] [Indexed: 10/05/2024] Open
Abstract
Adverse life events (e.g., severe accidents, violence/abuse, organic disorders) can elicit traumatic responses characterized by intrusive thoughts, hyperarousal, and avoidance-highlighting the need for sound assessment tools. Also, these traumatic components could heighten anxiety and depression symptoms. This study aims included to: (1) assessing the psychometric properties of the Post-Traumatic Symptom Questionnaire (PTSQ) and delineating clinical cut-offs; (2) investigating how distinct trauma components contribute to anxiety and depression symptoms. Involving 761 participants who experienced a traumatic event, Part I tested the PTSQ psychometric properties, defining clinical cut-offs. Part II tested the impact of traumatic components on anxiety and depression symptoms, using a multiple multivariate latent regression model. PTSQ exhibited exemplary fit indices and robust psychometric properties. Clinically relevant cut-offs were identified. The differential contributions of intrusion, avoidance, and hyperarousal to anxiety and depression symptoms were evaluated, elucidating the strength and nature of these relationships. This study reaffirms the PTSQ as a psychometrically sound and reliable instrument. It underscores the effects of intrusion, avoidance, and hyperarousal on anxiety and depression symptoms in individuals with traumatic experiences. These insights advocate for evidence-based interventions aimed at alleviating the psychological suffering associated with trauma components, fostering adaptation and supporting psychological health.
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Affiliation(s)
- Alessandro Alberto Rossi
- Department of Philosophy, Sociology, Education, and Applied Psychology, Section of Applied Psychology, University of Padova, Padua, Italy.
- Center for Intervention and Research on Family studies - CIRF, Department FISPPA, University of Padova, Padua, Italy.
| | - Anna Panzeri
- Department of General Psychology, University of Padova, Padua, Italy
| | | | - Roberta Invernizzi
- Child Neurology and Psychiatry Unit, ASST Lecco, Lecco, Italy
- Department of Medicine and Surgery, University of Milano-Bicocca, Milan, Italy
| | - Federica Taccini
- Department of Philosophy, Sociology, Education, and Applied Psychology, Section of Applied Psychology, University of Padova, Padua, Italy
- Center for Intervention and Research on Family studies - CIRF, Department FISPPA, University of Padova, Padua, Italy
| | - Stefania Mannarini
- Department of Philosophy, Sociology, Education, and Applied Psychology, Section of Applied Psychology, University of Padova, Padua, Italy
- Center for Intervention and Research on Family studies - CIRF, Department FISPPA, University of Padova, Padua, Italy
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4
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Wellington NJ, Boucas AP, Lagopoulos J, Kuballa AV. Clinical potential of epigenetic and microRNA biomarkers in PTSD. J Neurogenet 2024; 38:79-101. [PMID: 39470065 DOI: 10.1080/01677063.2024.2419098] [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] [Received: 07/31/2024] [Accepted: 10/16/2024] [Indexed: 10/30/2024]
Abstract
Molecular studies identifying alterations associated with PTSD have predominantly focused on candidate genes or conducted genome-wide analyses, often encountering issues with replicability. This review aims to identify robust bi-directional epigenetic and microRNA (miRNA) regulators focusing on their functional impacts on post-traumatic stress disorder (PTSD) and their utility in clinical diagnosis, whilst examining knowledge gaps in the existing research. A systematic search was conducted across multiple databases, including Web of Science, Scopus, Global Health (CABI), and PubMed, augmented by grey literature, yielding 3465 potential articles. Ultimately, 92 studies met the inclusion criteria and were analysed to pinpoint significant epigenetic changes with clinically relevant potential in PTSD. The selected studies explored histone modifications, CpG sites, single nucleotide polymorphisms (SNPs), and miRNA biomarkers. Specifically, nine studies examined epigenetic markers, detailing the influence of methylation on chromatin accessibility at histone positions H3K4, H3K9, and H3K36 within a PTSD context. Seventy-three studies investigated DNA methylation, identifying 20 hypermethylated and five hypomethylated CpG islands consistently observed in PTSD participants. Nineteen studies linked 88 SNPs to PTSD, with only one SNP replicated within these studies. Furthermore, sixteen studies focused on miRNAs, with findings indicating 194 downregulated and 24 upregulated miRNAs were associated with PTSD. Although there are epigenetic mechanisms that are significantly affected by PTSD, a granular deconstruction of these mechanisms elucidates the need to incorporate more nuanced approaches to identifying the factors that contribute to PTSD. Technological advances in diagnostic tools are driving the need to integrate detailed participant characteristics, trauma type, genetic susceptibilities, and best practices for robust reporting. This comprehensive approach will be crucial for enhancing the translational potential of PTSD research for clinical application.
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Affiliation(s)
- Nathan J Wellington
- National PTSD Research Centre, Thompson Institute, University of the Sunshine Coast (UniSC), Birtinya, Australia
- School of Health, UniSC, Sippy Downs, Australia
- Centre for Bioinnovation, UniSC, Sippy Downs, Australia
- Sunshine Coast Health Institute, Sunshine Coast Hospital and Health Service, Birtinya, Australia
| | | | - Jim Lagopoulos
- Thompson Brain and Mind Healthcare, Sunshine Plaza, Australia
| | - Anna V Kuballa
- School of Health, UniSC, Sippy Downs, Australia
- Centre for Bioinnovation, UniSC, Sippy Downs, Australia
- Sunshine Coast Health Institute, Sunshine Coast Hospital and Health Service, Birtinya, Australia
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5
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Sinkala M, Retshabile G, Mpangase PT, Bamba S, Goita MK, Nembaware V, Elsheikh SSM, Heckmann J, Esoh K, Matshaba M, Adebamowo CA, Adebamowo SN, Amih OE, Wonkam A, Ramsay M, Mulder N. Mapping Epigenetic Gene Variant Dynamics: Comparative Analysis of Frequency, Functional Impact and Trait Associations in African and European Populations. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2024.08.11.24311816. [PMID: 39185519 PMCID: PMC11343269 DOI: 10.1101/2024.08.11.24311816] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 08/27/2024]
Abstract
Epigenetic modifications influence gene expression levels, impact organismal traits, and play a role in the development of diseases. Therefore, variants in genes involved in epigenetic processes are likely to be important in disease susceptibility, and the frequency of variants may vary between populations with African and European ancestries. Here, we analyse an integrated dataset to define the frequencies, associated traits, and functional impact of epigenetic gene variants among individuals of African and European ancestry represented in the UK Biobank. We find that the frequencies of 88.4% of epigenetic gene variants significantly differ between these groups. Furthermore, we find that the variants are associated with many traits and diseases, and some of these associations may be population-specific owing to allele frequency differences. Additionally, we observe that variants associated with traits are significantly enriched for quantitative trait loci that affect DNA methylation, chromatin accessibility, and gene expression. We find that methylation quantitative trait loci account for 71.2% of the variants influencing gene expression. Moreover, variants linked to biomarker traits exhibit high correlation. We therefore conclude that epigenetic gene variants associated with traits tend to differ in their allele frequencies among African and European populations and are enriched for QTLs.
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Affiliation(s)
- Musalula Sinkala
- Division of Computational Biology, Department of Integrative Biomedical Sciences and Institute of Infectious Diseases and Molecular Medicine, Faculty of Health Sciences, University of Cape Town, Cape Town, South Africa
| | - Gaone Retshabile
- Department of Biological Sciences, University of Botswana, Gaborone, Botswana
| | - Phelelani T Mpangase
- Sydney Brenner Institute for Molecular Bioscience, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Salia Bamba
- Faculté de Médecine et d'Odontostomatologie, USTTB, Bamako, Mali
| | - Modibo K Goita
- Faculté de Médecine et d'Odontostomatologie, USTTB, Bamako, Mali
| | - Vicky Nembaware
- Division of Human Genetics, Department of Pathology, Faculty of Health Sciences, University of Cape Town, Cape Town, South Africa
| | - Samar S M Elsheikh
- Pharmacogenetics Research Clinic, Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, ON, Canada
| | - Jeannine Heckmann
- Neurology Research Group, Neurosciences Institute, University of Cape Town, Cape Town, South Africa
| | - Kevin Esoh
- McKusick-Nathans Institute & Department of Genetic Medicine, Johns Hopkins University School of Medicine, 733 N. Broadway, Baltimore, MD 21205
| | - Mogomotsi Matshaba
- Botswana-Baylor Children's Clinical Centre of Excellence, Gaborone, Botswana
- Department of Pediatrics, Section of Retrovirology, Baylor College of Medicine, Houston, Texas, United States of America
| | - Clement A Adebamowo
- Department of Epidemiology and Public Health, University of Maryland School of Medicine, Baltimore, MD 21201
- Institute of Human Virology, Abuja, Nigeria
| | - Sally N Adebamowo
- Department of Epidemiology and Public Health, University of Maryland School of Medicine, Baltimore, MD 21201
- Greenebaum Comprehensive Cancer Center, University of Maryland School of Medicine, Baltimore, MD 21201
| | - Ofon Elvis Amih
- Department of Medical Laboratory Sciences, Faculty of Health Sciences, University of Buea, Buea, Cameroon
- Molecular Parasitology & Entomology Unit, Department of Biochemistry, Faculty of Science, University of Dschang, Dschang, Cameroon
| | - Ambroise Wonkam
- McKusick-Nathans Institute & Department of Genetic Medicine, Johns Hopkins University School of Medicine, 733 N. Broadway, Baltimore, MD 21205
| | - Michele Ramsay
- Sydney Brenner Institute for Molecular Bioscience, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Nicola Mulder
- Division of Computational Biology, Department of Integrative Biomedical Sciences and Institute of Infectious Diseases and Molecular Medicine, Faculty of Health Sciences, University of Cape Town, Cape Town, South Africa
- University of Cape Town, Faculty of Health Sciences, Institute of Infectious Disease and Molecular Medicine, CIDRI Africa
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6
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Katrinli S, Wani AH, Maihofer AX, Ratanatharathorn A, Daskalakis NP, Montalvo-Ortiz J, Núñez-Ríos DL, Zannas AS, Zhao X, Aiello AE, Ashley-Koch AE, Avetyan D, Baker DG, Beckham JC, Boks MP, Brick LA, Bromet E, Champagne FA, Chen CY, Dalvie S, Dennis MF, Fatumo S, Fortier C, Galea S, Garrett ME, Geuze E, Grant G, Michael A Hauser, Hayes JP, Hemmings SM, Huber BR, Jajoo A, Jansen S, Kessler RC, Kimbrel NA, King AP, Kleinman JE, Koen N, Koenen KC, Kuan PF, Liberzon I, Linnstaedt SD, Lori A, Luft BJ, Luykx JJ, Marx CE, McLean SA, Mehta D, Milberg W, Miller MW, Mufford MS, Musanabaganwa C, Mutabaruka J, Mutesa L, Nemeroff CB, Nugent NR, Orcutt HK, Qin XJ, Rauch SAM, Ressler KJ, Risbrough VB, Rutembesa E, Rutten BPF, Seedat S, Stein DJ, Stein MB, Toikumo S, Ursano RJ, Uwineza A, Verfaellie MH, Vermetten E, Vinkers CH, Ware EB, Wildman DE, Wolf EJ, Young RM, Zhao Y, van den Heuvel LL, Uddin M, Nievergelt CM, Smith AK, Logue MW. Epigenome-wide association studies identify novel DNA methylation sites associated with PTSD: A meta-analysis of 23 military and civilian cohorts. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2024.07.15.24310422. [PMID: 39072012 PMCID: PMC11275670 DOI: 10.1101/2024.07.15.24310422] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/30/2024]
Abstract
Background The occurrence of post-traumatic stress disorder (PTSD) following a traumatic event is associated with biological differences that can represent the susceptibility to PTSD, the impact of trauma, or the sequelae of PTSD itself. These effects include differences in DNA methylation (DNAm), an important form of epigenetic gene regulation, at multiple CpG loci across the genome. Moreover, these effects can be shared or specific to both central and peripheral tissues. Here, we aim to identify blood DNAm differences associated with PTSD and characterize the underlying biological mechanisms by examining the extent to which they mirror associations across multiple brain regions. Methods As the Psychiatric Genomics Consortium (PGC) PTSD Epigenetics Workgroup, we conducted the largest cross-sectional meta-analysis of epigenome-wide association studies (EWASs) of PTSD to date, involving 5077 participants (2156 PTSD cases and 2921 trauma-exposed controls) from 23 civilian and military studies. PTSD diagnosis assessments were harmonized following the standardized guidelines established by the PGC-PTSD Workgroup. DNAm was assayed from blood using either Illumina HumanMethylation450 or MethylationEPIC (850K) BeadChips. A common QC pipeline was applied. Within each cohort, DNA methylation was regressed on PTSD, sex (if applicable), age, blood cell proportions, and ancestry. An inverse variance-weighted meta-analysis was performed. We conducted replication analyses in tissue from multiple brain regions, neuronal nuclei, and a cellular model of prolonged stress. Results We identified 11 CpG sites associated with PTSD in the overall meta-analysis (1.44e-09 < p < 5.30e-08), as well as 14 associated in analyses of specific strata (military vs civilian cohort, sex, and ancestry), including CpGs in AHRR and CDC42BPB. Many of these loci exhibit blood-brain correlation in methylation levels and cross-tissue associations with PTSD in multiple brain regions. Methylation at most CpGs correlated with their annotated gene expression levels. Conclusions This study identifies 11 PTSD-associated CpGs, also leverages data from postmortem brain samples, GWAS, and genome-wide expression data to interpret the biology underlying these associations and prioritize genes whose regulation differs in those with PTSD.
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Affiliation(s)
- Seyma Katrinli
- Emory University, Department of Gynecology and Obstetrics, Atlanta, GA, US
| | - Agaz H Wani
- University of South Florida, Genomics Program, College of Public Health, Tampa, FL, US
| | - Adam X Maihofer
- University of California San Diego, Department of Psychiatry, La Jolla, CA, US
- Veterans Affairs San Diego Healthcare System, Center of Excellence for Stress and Mental Health, San Diego, CA, US
- Veterans Affairs San Diego Healthcare System, Research Service, San Diego, CA, US
| | - Andrew Ratanatharathorn
- Columbia University Mailmain School of Public Health, Department of Epidemiology, New York, NY, US
- Harvard T.H. Chan School of Public Health, Department of Epidemiology, Boston, MA, US
| | - Nikolaos P Daskalakis
- Broad Institute of MIT and Harvard, Stanley Center for Psychiatric Research, Cambridge, MA, US
- Harvard Medical School, Department of Psychiatry, Boston, MA, US
- McLean Hospital, Center of Excellence in Depression and Anxiety Disorders, Belmont, MA, US
| | - Janitza Montalvo-Ortiz
- U.S. Department of Veterans Affairs National Center of Posttraumatic Stress Disorder, Clinical Neurosciences Division, West Haven, CT, US
- VA Connecticut Healthcare System, West Haven, CT, US
- Yale School of Medicine, Department of Psychiatry, New Haven, CT, US
| | - Diana L Núñez-Ríos
- U.S. Department of Veterans Affairs National Center of Posttraumatic Stress Disorder, Clinical Neurosciences Division, West Haven, CT, US
- VA Connecticut Healthcare System, West Haven, CT, US
- Yale School of Medicine, Department of Psychiatry, New Haven, CT, US
| | - Anthony S Zannas
- University of North Carolina at Chapel Hill, Carolina Stress Initiative, Chapel Hill, NC, US
- University of North Carolina at Chapel Hill, Department of Genetics, Chapel Hill, NC, US
- University of North Carolina at Chapel Hill, Department of Psychiatry, Chapel Hill, NC, US
- University of North Carolina at Chapel Hill, Institute for Trauma Recovery, Chapel Hill, NC, US
| | - Xiang Zhao
- Boston University School of Public Health, Department of Biostatistics, Boston, MA, US
| | - Allison E Aiello
- Columbia University, Robert N Butler Columbia Aging Center, Department of Epidemiology, New York, NY, US
| | | | - Diana Avetyan
- University of California San Diego, Department of Psychiatry, La Jolla, CA, US
| | - Dewleen G Baker
- University of California San Diego, Department of Psychiatry, La Jolla, CA, US
- Veterans Affairs San Diego Healthcare System, Center of Excellence for Stress and Mental Health, San Diego, CA, US
- Veterans Affairs San Diego Healthcare System, Psychiatry Service, San Diego, CA, US
| | - Jean C Beckham
- Duke University School of Medicine, Department of Psychiatry and Behavioral Sciences, Durham, NC, US
- Durham VA Health Care System, Research, Durham, NC, US
- VA Mid-Atlantic Mental Illness Research, Education, and Clinical Center (MIRECC), Genetics Research Laboratory, Durham, NC, US
| | - Marco P Boks
- Brain Center University Medical Center Utrecht, Department of Psychiatry, Utrecht, UT, NL
| | - Leslie A Brick
- Alpert Medical School of Brown University, Department of Psychiatry and Human Behavior, Providence, RI, US
| | - Evelyn Bromet
- State University of New York at Stony Brook, Epidemiology Research Group, Stony Brook, NY, US
| | | | - Chia-Yen Chen
- Biogen Inc., Translational Sciences, Cambridge, MA, US
| | - Shareefa Dalvie
- University of Cape Town, Department of Pathology, Cape Town, Western Province, ZA
- University of Cape Town, Division of Human Genetics, Cape Town, Western Province, ZA
| | - Michelle F Dennis
- Duke University School of Medicine, Department of Psychiatry and Behavioral Sciences, Durham, NC, US
- Durham VA Health Care System, Research, Durham, NC, US
- VA Mid-Atlantic Mental Illness Research, Education, and Clinical Center (MIRECC), Genetics Research Laboratory, Durham, NC, US
| | - Segun Fatumo
- MRC/UVRI and London School of Hygiene and Tropical Medicine, The African Computational Genomics (TACG) Research Group, Entebbe, Wakiso, Uganda
| | - Catherine Fortier
- Harvard Medical School, Department of Psychiatry, Boston, MA, US
- VA Boston Healthcare System, TRACTS/GRECC, Boston, MA, US
| | - Sandro Galea
- Boston University School of Public Health, Boston, MA, US
| | - Melanie E Garrett
- Duke University Medical Center, Duke Molecular Physiology Institute, Durham, NC, US
| | - Elbert Geuze
- Netherlands Ministry of Defence, Brain Research and Innovation Centre, Utrecht, UT, NL
- UMC Utrecht Brain Center Rudolf Magnus, Department of Psychiatry, Utrecht, UT, NL
| | - Gerald Grant
- Duke University School of Medicine, Department of Neurosurgery, Durham, NC, US
| | - Michael A Hauser
- Duke University School of Medicine, Department of Medicine, Durham, NC, US
| | - Jasmeet P Hayes
- The Ohio State University, Department of Psychology, Columbus, OH, US
| | - Sian Mj Hemmings
- Stellenbosch University, Faculty of Medicine and Health Sciences, Department of Psychiatry, Cape Town, Western Cape, ZA
- Stellenbosch University, SAMRC Genomics of Brain Disorders Research Unit, Cape Town, Western Cape, ZA
| | - Bertrand Russel Huber
- Boston University School of Medicine, Department of Neurology, Boston, MA, US
- VA Boston Healthcare System, Pathology and Laboratory Medicine, Boston, MA, US
| | - Aarti Jajoo
- Broad Institute of MIT and Harvard, Stanley Center for Psychiatric Research, Cambridge, MA, US
- Harvard Medical School, Department of Psychiatry, Boston, MA, US
- McLean Hospital, Belmont, MA, US
| | - Stefan Jansen
- University of Rwanda, College of Medicine and Health Sciences, Kigali, RW
| | - Ronald C Kessler
- Harvard Medical School, Department of Health Care Policy, Boston, MA, US
| | - Nathan A Kimbrel
- Duke University School of Medicine, Department of Psychiatry and Behavioral Sciences, Durham, NC, US
- VA Mid-Atlantic Mental Illness Research, Education, and Clinical Center (MIRECC), Genetics Research Laboratory, Durham, NC, US
- Durham VA Health Care System, Mental Health Service Line, Durham, NC, US
| | - Anthony P King
- The Ohio State University, College of Medicine, Institute for Behavioral Medicine Research, Columbus, OH, US
- The Ohio State University, College of Medicine, Psychiatry & Behavioral Health, Columbus, OH, US
| | - Joel E Kleinman
- Johns Hopkins University School of Medicine, Department of Psychiatry and Behavioral Sciences, Baltimore, MD, US
- Lieber Institute for Brain Development, Baltimore, MD, US
| | - Nastassja Koen
- University of Cape Town, Department of Psychiatry & Mental Health, Cape Town, Western Province, ZA
- University of Cape Town, Neuroscience Institute, Cape Town, Western Province, ZA
- University of Cape Town, SA MRC Unit on Risk & Resilience in Mental Disorders, Cape Town, Western Province, ZA
| | - Karestan C Koenen
- Harvard T.H. Chan School of Public Health, Department of Epidemiology, Boston, MA, US
- Broad Institute of MIT and Harvard, Stanley Center for Psychiatric Research, Cambridge, MA, US
- Massachusetts General Hospital, Psychiatric and Neurodevelopmental Genetics Unit (PNGU), Boston, MA, US
| | - Pei-Fen Kuan
- Stony Brook University, Department of Applied Mathematics and Statistics, Stony Brook, NY, US
| | - Israel Liberzon
- Texas A&M University College of Medicine, Department of Psychiatry and Behavioral Sciences, Bryan, TX, US
| | - Sarah D Linnstaedt
- University of North Carolina at Chapel Hill, Department of Anesthesiology, Chapel Hill, NC, US
- University of North Carolina at Chapel Hill, UNC Institute for Trauma Recovery, Chapel Hill, NC, US
| | - Adriana Lori
- Emory University, Department of Psychiatry and Behavioral Sciences, Atlanta, GA, US
| | - Benjamin J Luft
- Stony Brook University, Department of Medicine, Stony Brook, NY, US
| | - Jurjen J Luykx
- Amsterdam University Medical Center, Amsterdam Neuroscience Research Institute, Mood, Anxiety, Psychosis, Stress & Sleep Program, Amsterdam, NH, NL
- Amsterdam University Medical Center, Amsterdam Public Health Research Institute, Mental Health Program, Amsterdam, NH, NL
- Amsterdam University Medical Center, Department of Psychiatry, Amsterdam, NH, NL
| | - Christine E Marx
- Duke University School of Medicine, Department of Psychiatry and Behavioral Sciences, Durham, NC, US
- Durham VA Health Care System, Durham, NC, US
- VA Mid-Atlantic Mental Illness Research, Education, and Clinical Center (MIRECC), Durham, NC, US
| | - Samuel A McLean
- UNC Institute for Trauma Recovery, Department of Psychiatry, Chapel Hill, NC, US
| | - Divya Mehta
- Queensland University of Technology, Centre for Genomics and Personalised Health, Kelvin Grove, QLD, AU
- Queensland University of Technology, School of Biomedical Sciences, Kelvin Grove, QLD, AU
| | | | - Mark W Miller
- Boston University School of Medicine, Psychiatry, Biomedical Genetics, Boston, MA, US
- VA Boston Healthcare System, National Center for PTSD, Boston, MA, US
| | - Mary S Mufford
- University of Cape Town, Department of Psychiatry and Mental Health, Cape Town, Western Province, ZA
| | - Clarisse Musanabaganwa
- Rwanda Biomedical Center, Research Innovation and Data Science Division, Kigali, RW
- University of Rwanda, Center of Human Genetics, Kigali, RW
| | - Jean Mutabaruka
- University of Rwanda, Department of Clinical Psychology, Huye, RW
| | - Leon Mutesa
- University of Rwanda, College of Medicine and Health Sciences, Kigali, RW
- University of Rwanda, Center for Human Genetics, Kigali, RW
| | - Charles B Nemeroff
- The University of Texas at Austin, Department of Psychology, Austin, TX, US
- The University of Texas at Austin, Department of Psychiatry and Behavioral Sciences, Austin, TX, US
| | - Nicole R Nugent
- Alpert Brown Medical School, Department of Emergency Medicine, Providence, RI, US
- Alpert Brown Medical School, Department of Pediatrics, Providence, RI, US
- Alpert Brown Medical School, Department of Psychiatry and Human Behavior, Providence, RI, US
| | - Holly K Orcutt
- Northern Illinois University, Department of Psychology, DeKalb, IL, US
| | - Xue-Jun Qin
- Duke University, Duke Molecular Physiology Institute, Durham, NC, US
| | - Sheila A M Rauch
- Emory University, Department of Psychiatry & Behavioral Sciences, Atlanta, GA, US
- Joseph Maxwell Cleland Atlanta Veterans Affairs Healthcare System, Atlanta, GA, US
| | - Kerry J Ressler
- Harvard Medical School, Department of Psychiatry, Boston, MA, US
- McLean Hospital, Belmont, MA, US
- Emory University, Department of Psychiatry and Behavioral Sciences, Atlanta, GA, US
| | - Victoria B Risbrough
- University of California San Diego, Department of Psychiatry, La Jolla, CA, US
- Veterans Affairs San Diego Healthcare System, Center of Excellence for Stress and Mental Health, San Diego, CA, US
- Veterans Affairs San Diego Healthcare System, Research Service, San Diego, CA, US
| | | | - Bart P F Rutten
- Maastricht Universitair Medisch Centrum, School for Mental Health and Neuroscience, Department of Psychiatry and Neuropsychology, Maastricht, Limburg, NL
| | - Soraya Seedat
- Stellenbosch University, Faculty of Medicine and Health Sciences, Department of Psychiatry, Cape Town, Western Cape, ZA
- Stellenbosch University, SA MRC Extramural Genomics of Brain Disorders Research Unit, Cape Town, Western Cape, ZA
| | - Dan J Stein
- University of Cape Town, Department of Psychiatry & Mental Health, Cape Town, Western Province, ZA
- University of Cape Town, Neuroscience Institute, Cape Town, Western Province, ZA
- University of Cape Town, SA MRC Unit on Risk & Resilience in Mental Disorders, Cape Town, Western Province, ZA
| | - Murray B Stein
- University of California San Diego, Department of Psychiatry, La Jolla, CA, US
- Veterans Affairs San Diego Healthcare System, Psychiatry Service, San Diego, CA, US
- University of California San Diego, School of Public Health, La Jolla, CA, US
| | - Sylvanus Toikumo
- Stellenbosch University, Faculty of Medicine and Health Sciences, Department of Psychiatry, Cape Town, Western Cape, ZA
- Stellenbosch University, SA MRC Genomics of Brain Disorders Research Unit, Cape Town, Western Cape, ZA
| | - Robert J Ursano
- Uniformed Services University, Center for the Study of Traumatic Stress, Department of Psychiatry, Bethesda, Maryland, US
| | - Annette Uwineza
- University of Rwanda, College of Medicine and Health Sciences, Kigali, Rwanda
| | - Mieke H Verfaellie
- Boston University School of Medicine, Department of Psychiatry, Boston, MA, US
- VA Boston Healthcare System, Memory Disorders Research Center, Boston, MA, US
| | - Eric Vermetten
- Leiden University Medical Center, Department of Psychiatry, Leiden, ZH, NL
- New York University School of Medicine, Department of Psychiatry, New York, NY, US
| | - Christiaan H Vinkers
- Amsterdam UMC location Vrije Universiteit Amsterdam, Department of Anatomy and Neurosciences, Amsterdam, Holland, NL
- Amsterdam UMC location Vrije Universiteit Amsterdam, Department of Psychiatry, Amsterdam, Holland, NL
- Amsterdam University Medical Center, Amsterdam Neuroscience Research Institute, Mood, Anxiety, Psychosis, Stress & Sleep Program, Amsterdam, Holland, NL
| | - Erin B Ware
- University of Michigan, Survey Research Center, Ann Arbor, MI, US
| | - Derek E Wildman
- University of South Florida, College of Public Health, Tampa, FL, US
- University of South Florida, Genomics Program, Tampa, FL, US
| | - Erika J Wolf
- VA Boston Healthcare System, National Center for PTSD, Boston, MA, US
- Boston University Chobanian & Avedisian School of Medicine, Department of Psychiatry, Boston, MA, US
| | - Ross McD Young
- Queensland University of Technology, School of Clinical Sciences, Kelvin Grove, QLD, AU
- University of the Sunshine Coast, The Chancellory, Sippy Downs, QLD, AU
| | - Ying Zhao
- University of North Carolina at Chapel Hill, Institute for Trauma Recovery, Chapel Hill, NC, US
- University of North Carolina at Chapel Hill, Department of Anesthesiology, Chapel Hill, NC, US
| | - Leigh L van den Heuvel
- Stellenbosch University, Faculty of Medicine and Health Sciences, Department of Psychiatry, Cape Town, Western Cape, ZA
- Stellenbosch University, SA MRC Extramural Genomics of Brain Disorders Research Unit, Cape Town, Western Cape, ZA
| | - Monica Uddin
- University of South Florida College of Public Health, Genomics Program, Tampa, FL, US
| | - Caroline M Nievergelt
- University of California San Diego, Department of Psychiatry, La Jolla, CA, US
- Veterans Affairs San Diego Healthcare System, Center of Excellence for Stress and Mental Health, San Diego, CA, US
- Veterans Affairs San Diego Healthcare System, Research Service, San Diego, CA, US
| | - Alicia K Smith
- Emory University, Department of Gynecology and Obstetrics, Atlanta, GA, US
- Emory University, Department of Psychiatry and Behavioral Sciences, Atlanta, GA, US
- Emory University, Department of Human Genetics, Atlanta, GA, US
| | - Mark W Logue
- Boston University School of Public Health, Department of Biostatistics, Boston, MA, US
- Boston University School of Medicine, Psychiatry, Biomedical Genetics, Boston, MA, US
- VA Boston Healthcare System, National Center for PTSD, Boston, MA, US
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7
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Sullan MJ, Stearns-Yoder KA, Wang Z, Hoisington AJ, Bramoweth AD, Carr W, Ge Y, Galfalvy H, Haghighi F, Brenner LA. Study protocol: Identifying transcriptional regulatory alterations of chronic effects of blast and disturbed sleep in United States Veterans. PLoS One 2024; 19:e0301026. [PMID: 38536869 PMCID: PMC10971577 DOI: 10.1371/journal.pone.0301026] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2023] [Accepted: 03/07/2024] [Indexed: 11/12/2024] Open
Abstract
Injury related to blast exposure dramatically rose during post-911 era military conflicts in Iraq and Afghanistan. Mild traumatic brain injury (mTBI) is among the most common injuries following blast, an exposure that may not result in a definitive physiologic marker (e.g., loss of consciousness). Recent research suggests that exposure to low level blasts and, more specifically repetitive blast exposure (RBE), which may be subconcussive in nature, may also impact long term physiologic and psychological outcomes, though findings have been mixed. For military personnel, blast-related injuries often occur in chaotic settings (e.g., combat), which create challenges in the immediate assessment of related-injuries, as well as acute and post-acute sequelae. As such, alternate means of identifying blast-related injuries are needed. Results from previous work suggest that epigenetic markers, such as DNA methylation, may provide a potential stable biomarker of cumulative blast exposure that can persist over time. However, more research regarding blast exposure and associations with short- and long-term sequelae is needed. Here we present the protocol for an observational study that will be completed in two phases: Phase 1 will address blast exposure among Active Duty Personnel and Phase 2 will focus on long term sequelae and biological signatures among Veterans who served in the recent conflicts and were exposed to repeated blast events as part of their military occupation. Phase 2 will be the focus of this paper. We hypothesize that Veterans will exhibit similar differentially methylated regions (DMRs) associated with changes in sleep and other psychological and physical metrics, as observed with Active Duty Personnel. Additional analyses will be conducted to compare DMRs between Phase 1 and 2 cohorts, as well as self-reported psychological and physical symptoms. This comparison between Service Members and Veterans will allow for exploration regarding the natural history of blast exposure in a quasi-longitudinal manner. Findings from this study are expected to provide additional evidence for repetitive blast-related physiologic changes associated with long-term neurobehavioral symptoms. It is expected that findings will provide foundational data for the development of effective interventions following RBE that could lead to improved long-term physical and psychological health.
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Affiliation(s)
- Molly J. Sullan
- VA Rocky Mountain Mental Illness Research Education and Clinical Center (MIRECC), Rocky Mountain Regional VA Medical Center (RMRVAMC), Aurora, CO, United States of America
- Department of Physical Medicine & Rehabilitation, University of Colorado Anschutz Medical Campus, Aurora, CO, United States of America
| | - Kelly A. Stearns-Yoder
- VA Rocky Mountain Mental Illness Research Education and Clinical Center (MIRECC), Rocky Mountain Regional VA Medical Center (RMRVAMC), Aurora, CO, United States of America
- Department of Physical Medicine & Rehabilitation, University of Colorado Anschutz Medical Campus, Aurora, CO, United States of America
| | - Zhaoyu Wang
- James J. Peters VA Medical Center, Medical Epigenetics, Bronx, NY, United States of America
- Nash Family Department of Neuroscience, Icahn School of Medicine at Mount Sinai, New York, NY, United States of America
| | - Andrew J. Hoisington
- VA Rocky Mountain Mental Illness Research Education and Clinical Center (MIRECC), Rocky Mountain Regional VA Medical Center (RMRVAMC), Aurora, CO, United States of America
- Department of Physical Medicine & Rehabilitation, University of Colorado Anschutz Medical Campus, Aurora, CO, United States of America
- Department of Systems Engineering & Management, Air Force Institute of Technology, Wright Patterson AFB, OH, United States of America
| | - Adam D. Bramoweth
- Mental Illness Research, Education and Clinical Center (MIRECC), VA Pittsburgh Healthcare System, Pittsburgh, PA, United States of America
- Center for Health Equity Research and Promotion (CHERP), VA Pittsburgh Healthcare System, Pittsburgh, PA, United States of America
| | - Walter Carr
- Center for Military Psychiatry and Neuroscience, Walter Reed Army Institute of Research, Silver Spring, MD, United States of America
| | - Yongchao Ge
- Department of Neurology, Icahn School of Medicine at Mount Sinai, New York, NY, United States of America
| | - Hanga Galfalvy
- Departments of Psychiatry and Biostatistics, Columbia University, New York, NY, United States of America
| | - Fatemah Haghighi
- James J. Peters VA Medical Center, Medical Epigenetics, Bronx, NY, United States of America
- Nash Family Department of Neuroscience, Icahn School of Medicine at Mount Sinai, New York, NY, United States of America
| | - Lisa A. Brenner
- VA Rocky Mountain Mental Illness Research Education and Clinical Center (MIRECC), Rocky Mountain Regional VA Medical Center (RMRVAMC), Aurora, CO, United States of America
- Department of Physical Medicine & Rehabilitation, University of Colorado Anschutz Medical Campus, Aurora, CO, United States of America
- Departments of Psychiatry and Neurology, University of Colorado Anschutz Medical Campus, Aurora, CO, United States of America
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8
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Baghaei A, Zoshk MY, Hosseini M, Fasihi H, Nassireslami E, Shayesteh S, Laripour R, Amoli AE, Heidari R, Chamanara M. Prominent genetic variants and epigenetic changes in post-traumatic stress disorder among combat veterans. Mol Biol Rep 2024; 51:325. [PMID: 38393604 DOI: 10.1007/s11033-024-09276-0] [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] [Received: 10/22/2023] [Accepted: 01/19/2024] [Indexed: 02/25/2024]
Abstract
Post-traumatic stress disorder (PTSD) is one of the most widespread and disabling psychiatric disorders among combat veterans. Substantial interindividual variability in susceptibility to PTSD suggests the presence of different risk factors for this disorder. Twin and family studies confirm genetic factors as important risk factors for PTSD. In addition to genetic factors, epigenetic factors, especially DNA methylation, can be considered as a potential mechanism in changing the risk of PTSD. So far, many genetic and epigenetic association studies have been conducted in relation to PTSD. In genetic studies, many single nucleotide polymorphisms have been identified as PTSD risk factors. Meanwhile, the variations in catecholamines-related genes, serotonin transporter and receptors, brain-derived neurotrophic factor, inflammatory factors, and apolipoprotein E are the most prominent candidates. CpG methylation in the upstream regions of many genes is also considered a PTSD risk factor. Accurate identification of genetic and epigenetic changes associated with PTSD can lead to the presentation of suitable biomarkers for susceptible individuals to this disorder. This study aimed to delineate prominent genetic variations and epigenetic changes associated with post-traumatic stress disorder in military veterans who have experienced combat, focusing on genetic and epigenetic association studies.
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Affiliation(s)
- Ahmadali Baghaei
- Trauma Research center, AJA university of Medical sciences, Tehran, Iran
| | | | - Mohsen Hosseini
- The Institute of Pharmaceutical Sciences (TIPS), Tehran University of Medical Sciences, Tehran, Iran
| | - Hossein Fasihi
- Biomaterial and Medicinal Chemistry Research Center, AJA University of Medical Science, Tehran, Iran
| | - Ehsan Nassireslami
- Toxicology Research Center, AJA University of Medical Sciences, Tehran, Iran
- Department of Pharmacology and Toxicology, School of Medicine, AJA University of Medical Sciences, Tehran, Iran
| | - Sevda Shayesteh
- Department of Pharmacology and Toxicology, Faculty of Pharmacy, Alborz University of Medical Sciences, Karaj, Iran
| | - Reza Laripour
- Social and Preventive Medicine Department, School of Medicine, AJA University of Medical Sciences, Tehran, Iran
| | - Aynaz Eslami Amoli
- Trauma Research center, AJA university of Medical sciences, Tehran, Iran
| | - Reza Heidari
- Cancer Epidemiology Research Center (AJA-CERTC), AJA University of Medical Sciences, Tehran, Iran.
- Medical Biotechnology Research Center, AJA University of Medical Sciences, Tehran, Iran.
| | - Mohsen Chamanara
- Toxicology Research Center, AJA University of Medical Sciences, Tehran, Iran.
- Student research committee, AJA University of Medical Sciences, Tehran, Iran.
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Burback L, Brémault-Phillips S, Nijdam MJ, McFarlane A, Vermetten E. Treatment of Posttraumatic Stress Disorder: A State-of-the-art Review. Curr Neuropharmacol 2024; 22:557-635. [PMID: 37132142 PMCID: PMC10845104 DOI: 10.2174/1570159x21666230428091433] [Citation(s) in RCA: 30] [Impact Index Per Article: 30.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2022] [Revised: 02/19/2023] [Accepted: 02/23/2023] [Indexed: 05/04/2023] Open
Abstract
This narrative state-of-the-art review paper describes the progress in the understanding and treatment of Posttraumatic Stress Disorder (PTSD). Over the last four decades, the scientific landscape has matured, with many interdisciplinary contributions to understanding its diagnosis, etiology, and epidemiology. Advances in genetics, neurobiology, stress pathophysiology, and brain imaging have made it apparent that chronic PTSD is a systemic disorder with high allostatic load. The current state of PTSD treatment includes a wide variety of pharmacological and psychotherapeutic approaches, of which many are evidence-based. However, the myriad challenges inherent in the disorder, such as individual and systemic barriers to good treatment outcome, comorbidity, emotional dysregulation, suicidality, dissociation, substance use, and trauma-related guilt and shame, often render treatment response suboptimal. These challenges are discussed as drivers for emerging novel treatment approaches, including early interventions in the Golden Hours, pharmacological and psychotherapeutic interventions, medication augmentation interventions, the use of psychedelics, as well as interventions targeting the brain and nervous system. All of this aims to improve symptom relief and clinical outcomes. Finally, a phase orientation to treatment is recognized as a tool to strategize treatment of the disorder, and position interventions in step with the progression of the pathophysiology. Revisions to guidelines and systems of care will be needed to incorporate innovative treatments as evidence emerges and they become mainstream. This generation is well-positioned to address the devastating and often chronic disabling impact of traumatic stress events through holistic, cutting-edge clinical efforts and interdisciplinary research.
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Affiliation(s)
- Lisa Burback
- Department of Psychiatry, University of Alberta, Edmonton, Canada
| | | | - Mirjam J. Nijdam
- ARQ National Psychotrauma Center, Diemen, The Netherlands
- Department of Psychiatry, Amsterdam University Medical Centers, Amsterdam, The Netherlands
| | | | - Eric Vermetten
- Department of Psychiatry, Leiden University Medical Center, Leiden, The Netherlands
- Department of Psychiatry, New York University Grossman School of Medicine, New York, USA
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10
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Panzeri A, DeVita M, Di Rosa E, Bottesi G, Brundisini V, Guarrera C, Ravelli A, Ponza I, Cattelan A, Volpe B, Iannizzi P, Ghisi M, Schiavo R, Mapelli D. Trauma Shaping the Psychopathological Correlates of Patients with Long-COVID: A 6-Months Longitudinal Study with Repeated Measures Mixed Models. Psychiatry Res 2023; 330:115609. [PMID: 38006716 DOI: 10.1016/j.psychres.2023.115609] [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: 07/10/2023] [Revised: 11/09/2023] [Accepted: 11/12/2023] [Indexed: 11/27/2023]
Abstract
This research aimed at investigating how the experience of trauma can influence the psychological correlates of long-COVID over time in a clinical sample of patients hospitalized because of COVID-19. Through a longitudinal research design, 70 post-acute patients with COVID-19 were followed-up after hospital discharge in 3-time points up to 6 months and completed the Post-traumatic Stress Disorder Checklist for DSM-5 (PCL-5) and the Symptoms Checklist-90-Revised (SCL-90 R). Repeated measures mixed models with random intercept were used to evaluate the effect of trauma (yes/no) over time (T1, T2, T3) on the SCL-90-R scales. Results showed that patients with trauma display significantly worse psychological outcomes in all the SCL-90-R dimensions [all padj < .05 for the principal effects of trauma(y)], especially in symptoms of depression [time 2 vs time 1*trauma(y): b = -3.86, 95%CI (-7.18, -0.53), padj = .035; time 3 vs time 1*trauma(y): b = -4.77, 95%CI (-8.10, -1.45), padj = .011], anxiety [time 3 vs time 1*trauma(y): b = -4.54, 95%CI (-7.72, -1.37), padj = .011], and obsessive-compulsive difficulties [time 3 vs time 1*trauma(y): b = -4.03, 95%CI (-7.20, -0.86), padj = .027]. These findings shed light on the long-term psychological consequences of COVID-19 among hospitalized patients and highlight the key role of trauma, suggesting its assessment to tailor psychological interventions.
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Affiliation(s)
- Anna Panzeri
- Department of General Psychology, University of Padua, Italy.
| | - Maria DeVita
- Department of General Psychology, University of Padua, Italy; Geriatrics Division, Department of Medicine, University of Padua, Italy
| | - Elisa Di Rosa
- Department of General Psychology, University of Padua, Italy
| | - Gioia Bottesi
- Department of General Psychology, University of Padua, Italy
| | - Virginia Brundisini
- Unità Operativa Complessa (UOC) Hospital Psychology, Padua University Hospital, Padua, Italy
| | - Claudia Guarrera
- Unità Operativa Complessa (UOC) Hospital Psychology, Padua University Hospital, Padua, Italy
| | - Adele Ravelli
- Geriatrics Division, Department of Medicine, University of Padua, Italy
| | - Isabella Ponza
- Unità Operativa Complessa (UOC) Hospital Psychology, Padua University Hospital, Padua, Italy
| | - Annamaria Cattelan
- Infectious and Tropical Diseases Unit, Padua University Hospital, Padua, Italy
| | - Biancarosa Volpe
- Unità Operativa Complessa (UOC) Hospital Psychology, Padua University Hospital, Padua, Italy
| | | | - Marta Ghisi
- Department of General Psychology, University of Padua, Italy; Unità Operativa Complessa (UOC) Hospital Psychology, Padua University Hospital, Padua, Italy
| | - Rossana Schiavo
- Unità Operativa Complessa (UOC) Hospital Psychology, Padua University Hospital, Padua, Italy
| | - Daniela Mapelli
- Department of General Psychology, University of Padua, Italy
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11
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Campbell-Sills L, Papini S, Norman SB, Choi KW, He F, Sun X, Kessler RC, Ursano RJ, Jain S, Stein MB. Associations of polygenic risk scores with posttraumatic stress symptom trajectories following combat deployment. Psychol Med 2023; 53:6733-6742. [PMID: 36876647 PMCID: PMC10480347 DOI: 10.1017/s0033291723000211] [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: 07/20/2022] [Revised: 12/30/2022] [Accepted: 01/16/2023] [Indexed: 03/07/2023]
Abstract
BACKGROUND Identification of genetic risk factors may inform the prevention and treatment of posttraumatic stress disorder (PTSD). This study evaluates the associations of polygenic risk scores (PRS) with patterns of posttraumatic stress symptoms following combat deployment. METHOD US Army soldiers of European ancestry (n = 4900) provided genomic data and ratings of posttraumatic stress symptoms before and after deployment to Afghanistan in 2012. Latent growth mixture modeling was used to model posttraumatic stress symptom trajectories among participants who provided post-deployment data (n = 4353). Multinomial logistic regression models tested independent associations between trajectory membership and PRS for PTSD, major depressive disorder (MDD), schizophrenia, neuroticism, alcohol use disorder, and suicide attempt, controlling for age, sex, ancestry, and exposure to potentially traumatic events, and weighted to account for uncertainty in trajectory classification and missing data. RESULTS Participants were classified into low-severity (77.2%), increasing-severity (10.5%), decreasing-severity (8.0%), and high-severity (4.3%) posttraumatic stress symptom trajectories. Standardized PTSD-PRS and MDD-PRS were associated with greater odds of membership in the high-severity v. low-severity trajectory [adjusted odds ratios and 95% confidence intervals, 1.23 (1.06-1.43) and 1.18 (1.02-1.37), respectively] and the increasing-severity v. low-severity trajectory [1.12 (1.01-1.25) and 1.16 (1.04-1.28), respectively]. Additionally, MDD-PRS was associated with greater odds of membership in the decreasing-severity v. low-severity trajectory [1.16 (1.03-1.31)]. No other associations were statistically significant. CONCLUSIONS Higher polygenic risk for PTSD or MDD is associated with more severe posttraumatic stress symptom trajectories following combat deployment. PRS may help stratify at-risk individuals, enabling more precise targeting of treatment and prevention programs.
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Affiliation(s)
| | - Santiago Papini
- Department of Psychiatry, University of California San Diego, La Jolla, CA, USA
- Division of Research, Kaiser Permanente Northern California, Oakland, CA, USA
| | - Sonya B. Norman
- Department of Psychiatry, University of California San Diego, La Jolla, CA, USA
- Executive Division, National Center for PTSD, White River Junction, VT, USA
- VA Center of Excellence for Stress and Mental Health, San Diego, CA, USA
| | - Karmel W. Choi
- Department of Psychiatry, Center for Precision Psychiatry, Massachusetts General Hospital, Boston, MA, USA
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA
- Stanley Center for Psychiatric Research, Broad Institute, Boston, MA, USA
| | - Feng He
- Herbert Wertheim School of Public Health and Human Longevity Science, University of California San Diego, La Jolla, CA, USA
| | - Xiaoying Sun
- Herbert Wertheim School of Public Health and Human Longevity Science, University of California San Diego, La Jolla, CA, USA
| | - Ronald C. Kessler
- Department of Health Care Policy, Harvard Medical School, Boston, MA, USA
| | - Robert J. Ursano
- Center for the Study of Traumatic Stress, Department of Psychiatry, Uniformed Services University of the Health Sciences, Bethesda, MD, USA
| | - Sonia Jain
- Herbert Wertheim School of Public Health and Human Longevity Science, University of California San Diego, La Jolla, CA, USA
| | - Murray B. Stein
- Department of Psychiatry, University of California San Diego, La Jolla, CA, USA
- Herbert Wertheim School of Public Health and Human Longevity Science, University of California San Diego, La Jolla, CA, USA
- Psychiatry Service, VA San Diego Healthcare System, San Diego, CA, USA
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12
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Marchese S, Huckins LM. Trauma Matters: Integrating Genetic and Environmental Components of PTSD. ADVANCED GENETICS (HOBOKEN, N.J.) 2023; 4:2200017. [PMID: 37766803 PMCID: PMC10520418 DOI: 10.1002/ggn2.202200017] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/02/2022] [Revised: 06/28/2022] [Indexed: 09/29/2023]
Abstract
Trauma is ubiquitous, but only a subset of those who experience trauma will develop posttraumatic stress disorder (PTSD). In this review, it is argued that to determine who is at risk of developing PTSD, it is critical to examine the genetic etiology of the disorder and individual trauma profiles of those who are susceptible. First, the state of current PTSD genetic research is described, with a particular focus on studies that present evidence for trauma type specificity, or for differential genetic etiology according to gender or race. Next, approaches that leverage non-traditional phenotyping approaches are reviewed to identify PTSD-associated variants and biology, and the relative advantages and limitations inherent in these studies are reflected on. Finally, it is discussed how trauma might influence the heritability of PTSD, through type, risk factors, genetics, and associations with PTSD symptomology.
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Affiliation(s)
- Shelby Marchese
- Pamela Sklar Division of Psychiatric GenomicsIcahn School of Medicine at Mount SinaiNew YorkNY10029USA
- Department of Genetics and Genomic SciencesIcahn School of Medicine at Mount SinaiNew YorkNY10029USA
| | - Laura M. Huckins
- Pamela Sklar Division of Psychiatric GenomicsIcahn School of Medicine at Mount SinaiNew YorkNY10029USA
- Department of Genetics and Genomic SciencesIcahn School of Medicine at Mount SinaiNew YorkNY10029USA
- Department of PsychiatryIcahn School of Medicine at Mount SinaiNew YorkNY10029USA
- Seaver Autism Center for Research and TreatmentIcahn School of Medicine at Mount SinaiNew YorkNY10029USA
- Present address:
Department of PsychiatryYale University School of MedicineNew HavenCT06511USA
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13
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Swart PC, Du Plessis M, Rust C, Womersley JS, van den Heuvel LL, Seedat S, Hemmings SMJ. Identifying genetic loci that are associated with changes in gene expression in PTSD in a South African cohort. J Neurochem 2023; 166:705-719. [PMID: 37522158 PMCID: PMC10953375 DOI: 10.1111/jnc.15919] [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: 01/18/2023] [Revised: 06/30/2023] [Accepted: 07/05/2023] [Indexed: 08/01/2023]
Abstract
The molecular mechanisms underlying posttraumatic stress disorder (PTSD) are yet to be fully elucidated, especially in underrepresented population groups. Expression quantitative trait loci (eQTLs) are DNA sequence variants that influence gene expression, in a local (cis-) or distal (trans-) manner, and subsequently impact cellular, tissue, and system physiology. This study aims to identify genetic loci associated with gene expression changes in a South African PTSD cohort. Genome-wide genotype and RNA-sequencing data were obtained from 32 trauma-exposed controls and 35 PTSD cases of mixed-ancestry, as part of the SHARED ROOTS project. The first approach utilised 108 937 single-nucleotide polymorphisms (SNPs) (MAF > 10%) and 11 312 genes with Matrix eQTL to map potential eQTLs, while controlling for covariates as appropriate. The second analysis was focused on 5638 SNPs related to a previously calculated PTSD polygenic risk score for this cohort. SNP-gene pairs were considered eQTLs if they surpassed Bonferroni correction and had a false discovery rate <0.05. We did not identify eQTLs that significantly influenced gene expression in a PTSD-dependent manner. However, several known cis-eQTLs, independent of PTSD diagnosis, were observed. rs8521 (C > T) was associated with TAGLN and SIDT2 expression, and rs11085906 (C > T) was associated with ZNF333 expression. This exploratory study provides insight into the molecular mechanisms associated with PTSD in a non-European, admixed sample population. This study was limited by the cross-sectional design and insufficient statistical power. Overall, this study should encourage further multi-omics approaches towards investigating PTSD in diverse populations.
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Affiliation(s)
- Patricia C. Swart
- Department of Psychiatry, Faculty of Medicine and Health SciencesStellenbosch UniversityCape TownSouth Africa
- South African Medical Research Council/Stellenbosch University Genomics of Brain Disorders UnitCape TownSouth Africa
| | - Morne Du Plessis
- Department of Psychiatry, Faculty of Medicine and Health SciencesStellenbosch UniversityCape TownSouth Africa
- South African Medical Research Council/Stellenbosch University Genomics of Brain Disorders UnitCape TownSouth Africa
| | - Carlien Rust
- Department of Psychiatry, Faculty of Medicine and Health SciencesStellenbosch UniversityCape TownSouth Africa
- South African Medical Research Council/Stellenbosch University Genomics of Brain Disorders UnitCape TownSouth Africa
| | - Jacqueline S. Womersley
- Department of Psychiatry, Faculty of Medicine and Health SciencesStellenbosch UniversityCape TownSouth Africa
- South African Medical Research Council/Stellenbosch University Genomics of Brain Disorders UnitCape TownSouth Africa
| | - Leigh L. van den Heuvel
- Department of Psychiatry, Faculty of Medicine and Health SciencesStellenbosch UniversityCape TownSouth Africa
- South African Medical Research Council/Stellenbosch University Genomics of Brain Disorders UnitCape TownSouth Africa
| | - Soraya Seedat
- Department of Psychiatry, Faculty of Medicine and Health SciencesStellenbosch UniversityCape TownSouth Africa
- South African Medical Research Council/Stellenbosch University Genomics of Brain Disorders UnitCape TownSouth Africa
| | - Sian M. J. Hemmings
- Department of Psychiatry, Faculty of Medicine and Health SciencesStellenbosch UniversityCape TownSouth Africa
- South African Medical Research Council/Stellenbosch University Genomics of Brain Disorders UnitCape TownSouth Africa
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14
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Skolariki K, Vrahatis AG, Krokidis MG, Exarchos TP, Vlamos P. Assessing and Modelling of Post-Traumatic Stress Disorder Using Molecular and Functional Biomarkers. BIOLOGY 2023; 12:1050. [PMID: 37626936 PMCID: PMC10451531 DOI: 10.3390/biology12081050] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/28/2023] [Revised: 07/03/2023] [Accepted: 07/24/2023] [Indexed: 08/27/2023]
Abstract
Post-traumatic stress disorder (PTSD) is a complex psychological disorder that develops following exposure to traumatic events. PTSD is influenced by catalytic factors such as dysregulated hypothalamic-pituitary-adrenal (HPA) axis, neurotransmitter imbalances, and oxidative stress. Genetic variations may act as important catalysts, impacting neurochemical signaling, synaptic plasticity, and stress response systems. Understanding the intricate gene networks and their interactions is vital for comprehending the underlying mechanisms of PTSD. Focusing on the catalytic factors of PTSD is essential because they provide valuable insights into the underlying mechanisms of the disorder. By understanding these factors and their interplay, researchers may uncover potential targets for interventions and therapies, leading to more effective and personalized treatments for individuals with PTSD. The aforementioned gene networks, composed of specific genes associated with the disorder, provide a comprehensive view of the molecular pathways and regulatory mechanisms involved in PTSD. Through this study valuable insights into the disorder's underlying mechanisms and opening avenues for effective treatments, personalized interventions, and the development of biomarkers for early detection and monitoring are provided.
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Affiliation(s)
| | | | - Marios G. Krokidis
- Bioinformatics and Human Electrophysiology Laboratory, Department of Informatics, Ionian University, 49100 Corfu, Greece; (K.S.); (A.G.V.); (T.P.E.); (P.V.)
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15
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Cosentino L, Witt SH, Dukal H, Zidda F, Siehl S, Flor H, De Filippis B. Methyl-CpG binding protein 2 expression is associated with symptom severity in patients with PTSD in a sex-dependent manner. Transl Psychiatry 2023; 13:249. [PMID: 37419878 DOI: 10.1038/s41398-023-02529-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/23/2022] [Revised: 06/14/2023] [Accepted: 06/16/2023] [Indexed: 07/09/2023] Open
Abstract
Traumatic events may lead to post-traumatic stress disorder (PTSD), with higher prevalence in women. Adverse childhood experiences (ACE) increase PTSD risk in adulthood. Epigenetic mechanisms play important roles in PTSD pathogenesis and a mutation in the methyl-CpG binding protein 2 (MECP2) in mice provide susceptibility to PTSD-like alterations, with sex-dependent biological signatures. The present study examined whether the increased risk of PTSD associated with ACE exposure is accompanied by reduced MECP2 blood levels in humans, with an influence of sex. MECP2 mRNA levels were analyzed in the blood of 132 subjects (58 women). Participants were interviewed to assess PTSD symptomatology, and asked to retrospectively report ACE. Among trauma-exposed women, MECP2 downregulation was associated with the intensification of PTSD symptoms linked to ACE exposure. MECP2 expression emerges as a potential contributor to post-trauma pathophysiology fostering novel studies on the molecular mechanisms underlying its potential sex-dependent role in PTSD onset and progression.
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Affiliation(s)
- Livia Cosentino
- Center for Behavioral Sciences and Mental Health, Istituto Superiore di Sanità, Roma, Italy
- Institute of Cognitive and Clinical Neuroscience, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Stephanie H Witt
- Department of Genetic Epidemiology in Psychiatry, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Helene Dukal
- Department of Genetic Epidemiology in Psychiatry, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Francesca Zidda
- Institute of Cognitive and Clinical Neuroscience, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Sebastian Siehl
- Institute of Cognitive and Clinical Neuroscience, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
- Institute of Medical Psychology and Medical Sociology, University Medical Center Schleswig-Holstein, Kiel University, Kiel, Germany
| | - Herta Flor
- Institute of Cognitive and Clinical Neuroscience, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany.
| | - Bianca De Filippis
- Center for Behavioral Sciences and Mental Health, Istituto Superiore di Sanità, Roma, Italy.
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16
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Wang Z, Luo C, Zhou EW, Sandhu AF, Yuan X, Williams GE, Cheng J, Sinha B, Akbar M, Bhattacharya P, Zhou S, Song BJ, Wang X. Molecular Toxicology and Pathophysiology of Comorbid Alcohol Use Disorder and Post-Traumatic Stress Disorder Associated with Traumatic Brain Injury. Int J Mol Sci 2023; 24:ijms24108805. [PMID: 37240148 DOI: 10.3390/ijms24108805] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2023] [Revised: 05/05/2023] [Accepted: 05/08/2023] [Indexed: 05/28/2023] Open
Abstract
The increasing comorbidity of alcohol use disorder (AUD) and post-traumatic stress disorder (PTSD) associated with traumatic brain injury (TBI) is a serious medical, economic, and social issue. However, the molecular toxicology and pathophysiological mechanisms of comorbid AUD and PTSD are not well understood and the identification of the comorbidity state markers is significantly challenging. This review summarizes the main characteristics of comorbidity between AUD and PTSD (AUD/PTSD) and highlights the significance of a comprehensive understanding of the molecular toxicology and pathophysiological mechanisms of AUD/PTSD, particularly following TBI, with a focus on the role of metabolomics, inflammation, neuroendocrine, signal transduction pathways, and genetic regulation. Instead of a separate disease state, a comprehensive examination of comorbid AUD and PTSD is emphasized by considering additive and synergistic interactions between the two diseases. Finally, we propose several hypotheses of molecular mechanisms for AUD/PTSD and discuss potential future research directions that may provide new insights and translational application opportunities.
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Affiliation(s)
- Zufeng Wang
- Department of Neurosurgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
- Department of Forensic Medicine, Soochow University, Suzhou 215006, China
| | - Chengliang Luo
- Department of Neurosurgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
- Department of Forensic Medicine, Soochow University, Suzhou 215006, China
| | - Edward W Zhou
- Department of Neurosurgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Aaron F Sandhu
- Department of Neurosurgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Xiaojing Yuan
- Department of Neurosurgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - George E Williams
- Department of Neurosurgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Jialu Cheng
- Department of Neurosurgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Bharati Sinha
- Department of Neurosurgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Mohammed Akbar
- Division of Neuroscience & Behavior, National Institute on Alcohol Abuse and Alcoholism, National Institutes of Health, Rockville, MD 20892, USA
| | - Pallab Bhattacharya
- Department of Pharmacology and Toxicology, National Institute of Pharmaceutical Education and Research (NIPER), Ahmedabad, Gandhinagar 382355, Gujarat, India
| | - Shuanhu Zhou
- Harvard Medical School, Harvard Stem Cell Institute, Boston, MA 02115, USA
| | - Byoung-Joon Song
- Section of Molecular Pharmacology and Toxicology, National Institute on Alcohol Abuse and Alcoholism, National Institutes of Health, Rockville, MD 20892, USA
| | - Xin Wang
- Department of Neurosurgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
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17
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Sadeghpour A, Pogge DL, O'Donoghue EM, Bigdeli T, Rothbaum AO, Harvey PD. Intellectual performance correlates of trauma exposure in adolescent psychiatric inpatients. Psychiatry Res 2023; 325:115231. [PMID: 37148833 DOI: 10.1016/j.psychres.2023.115231] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/18/2023] [Revised: 04/23/2023] [Accepted: 04/27/2023] [Indexed: 05/08/2023]
Abstract
Half of individuals have experienced a trauma adequate to meet criteria for PTSD. Intelligence may correlate with trauma, with the causal direction unclear. The Childhood Trauma Questionnaire (CTQ) was administered to 733 child and adolescent inpatients. Intelligence and academic achievement was assessed using the Wechsler Scales. Clinician diagnoses came from the electronic medical record, as did data on exposure to substance abuse and other stressors. Multivariate analyses assessed associations between intelligence, diagnoses, experiences, and CTQ. Cases who met criteria for physical and sexual abuse performed more poorly across all intellectual domains. Other than for PTSD, there were no diagnostic differences in CTQ scores. Emotional abuse or neglect were not associated with intelligence, although exposure to substance abuse was associated with increased CTQ scores and lower intelligence. Exposure to substance abuse as a covariate did not eliminate the influence of CTQ scores on intelligence, but was consistently related to intelligence beyond CTQ scores. Intelligence and substance abuse are known to have genomic influences and recent studies have suggested a genomic signature associated with childhood abuse. Future genomic studies of the consequences of trauma exposure could add intelligence polygenic scores into their models, while considering genomic and nongenomic elements of family experiences.
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Affiliation(s)
- Angelo Sadeghpour
- University of Miami Miller School of Medicine, 1600 NW 10th Ave, Miami, FL 33136, USA; Bruce W. Carter VA Medical Center, 1201 NW 16th St, Miami, FL 33125, USA
| | - David L Pogge
- Four Winds Hospital, 800 Cross River Rd, Katonah, NY 10536, USA; Fairleigh Dickinson University, 1000 River Rd, Teaneck, NJ 07666, USA
| | - Elizabeth M O'Donoghue
- Four Winds Hospital, 800 Cross River Rd, Katonah, NY 10536, USA; University of Toledo, 2801 Bancroft St, Toledo, OH 43606, USA
| | - Tim Bigdeli
- SUNY Downstate Medical Center, 2801 Bancroft St, Toledo, OH 43606, USA; New York Harbor VA Health Services Organization, 423 E 23rd St, New York, NY 1001, USA
| | - Alex O Rothbaum
- Skyland Trail, 961 North Druid Hills Rd., NE Atlanta, GA 30329, USA
| | - Philip D Harvey
- University of Miami Miller School of Medicine, 1600 NW 10th Ave, Miami, FL 33136, USA; Bruce W. Carter VA Medical Center, 1201 NW 16th St, Miami, FL 33125, USA.
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18
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On making (and turning adaptive to) maladaptive aversive memories in laboratory rodents. Neurosci Biobehav Rev 2023; 147:105101. [PMID: 36804263 DOI: 10.1016/j.neubiorev.2023.105101] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2022] [Revised: 02/03/2023] [Accepted: 02/14/2023] [Indexed: 02/18/2023]
Abstract
Fear conditioning and avoidance tasks usually elicit adaptive aversive memories. Traumatic memories are more intense, generalized, inflexible, and resistant to attenuation via extinction- and reconsolidation-based strategies. Inducing and assessing these dysfunctional, maladaptive features in the laboratory are crucial to interrogating posttraumatic stress disorder's neurobiology and exploring innovative treatments. Here we analyze over 350 studies addressing this question in adult rats and mice. There is a growing interest in modeling several qualitative and quantitative memory changes by exposing already stressed animals to freezing- and avoidance-related tests or using a relatively high aversive training magnitude. Other options combine aversive/fearful tasks with post-acquisition or post-retrieval administration of one or more drugs provoking neurochemical or epigenetic alterations reported in the trauma aftermath. It is potentially instructive to integrate these procedures and incorporate the measurement of autonomic and endocrine parameters. Factors to consider when defining the organismic and procedural variables, partially neglected aspects (sex-dependent differences and recent vs. remote data comparison) and suggestions for future research (identifying reliable individual risk and treatment-response predictors) are discussed.
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19
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Carvalho CM, Coimbra BM, Bugiga A, Marques DF, Kiyomi Ota V, Mello AF, Mello MF, Belangero SI. Hyperarousal Symptom Severity in Women with Posttraumatic Stress Disorder Might Be Associated with LINE-1 Hypomethylation in Childhood Sexual Abuse Victims. Complex Psychiatry 2023; 9:44-56. [PMID: 37034826 PMCID: PMC10080193 DOI: 10.1159/000529698] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2022] [Accepted: 02/02/2023] [Indexed: 02/17/2023] Open
Abstract
Introduction Sexual assault and a history of childhood sexual abuse (CSA) are related to posttraumatic stress disorder (PTSD) development. Long interspersed nuclear elements (LINE-1) are transposable elements, and their methylation is used to infer DNA global methylation. DNA methylation can be affected by trauma exposition which in turn would be associated with PTSD. Thus, we investigated if the LINE-1 methylation pattern is related to PTSD symptoms in females with a history of CSA. Methods This is a case-control study that examined, at baseline (W1), 64 women victims of sexual assault diagnosed with PTSD and 31 patients with PTSD who completed the 1-year follow-up (W2). Participants were categorized into two groups according to the presence of CSA (PTSDCSA+: NW1 = 19, NW2 = 10; PTSDCSA-: NW1 = 45, NW2 = 21). PTSD symptoms (re-experiencing, avoidance, hyperarousal, alterations in cognition/mood) were assessed using the Clinician-Administered PTSD Scale, and the history of CSA was assessed by the Childhood Trauma Questionnaire. LINE-1 methylation was measured in three sites (CpG1, CpG2, CpG3) located in the 5'UTR region using bisulfite conversion followed by pyrosequencing. Linear regression models were performed to test the relation between LINE-1 CpG sites methylation and PTSD symptoms. Results We found a negative association between CpG2 methylation and hyperarousal symptoms among those in the PTSDCSA+ group in W1 (adjusted p = 0.003) compared to the PTSDCSA- group (p > 0.05). Still, no association was observed between other PTSD symptoms and other CpG sites. Further, in the longitudinal analysis, LINE-1 hypomethylation was no longer observed in PTSD participants exposed to CSA. Conclusion Our findings suggest that LINE-1 methylation may help understand the relationship between trauma and PTSD. However, more studies are needed to investigate LINE-1 as an epigenetic marker of psychiatric disorders.
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Affiliation(s)
- Carolina Muniz Carvalho
- Department of Psychiatry of Universidade Federal de São Paulo (UNIFESP), São Paulo, Brazil
- LiNC - Laboratory of Integrative Neuroscience of Universidade Federal de São Paulo (UNIFESP), São Paulo, Brazil
| | - Bruno Messina Coimbra
- Department of Psychiatry of Universidade Federal de São Paulo (UNIFESP), São Paulo, Brazil
- Department of Psychiatry, Amsterdam Public Health Research Institute and Amsterdam Neuroscience Research Institute, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
| | - Amanda Bugiga
- LiNC - Laboratory of Integrative Neuroscience of Universidade Federal de São Paulo (UNIFESP), São Paulo, Brazil
- Genetics Division of Department of Morphology and Genetics of Universidade Federal de São Paulo (UNIFESP), São Paulo, Brazil
| | - Diogo Ferri Marques
- Department of Psychiatry of Universidade Federal de São Paulo (UNIFESP), São Paulo, Brazil
- LiNC - Laboratory of Integrative Neuroscience of Universidade Federal de São Paulo (UNIFESP), São Paulo, Brazil
- Department of Medical Genetics, University of Calgary, Calgary, AB, Canada
| | - Vanessa Kiyomi Ota
- LiNC - Laboratory of Integrative Neuroscience of Universidade Federal de São Paulo (UNIFESP), São Paulo, Brazil
- Genetics Division of Department of Morphology and Genetics of Universidade Federal de São Paulo (UNIFESP), São Paulo, Brazil
| | - Andrea Feijó Mello
- Department of Psychiatry of Universidade Federal de São Paulo (UNIFESP), São Paulo, Brazil
| | - Marcelo Feijó Mello
- Department of Psychiatry of Universidade Federal de São Paulo (UNIFESP), São Paulo, Brazil
| | - Sintia Iole Belangero
- LiNC - Laboratory of Integrative Neuroscience of Universidade Federal de São Paulo (UNIFESP), São Paulo, Brazil
- Genetics Division of Department of Morphology and Genetics of Universidade Federal de São Paulo (UNIFESP), São Paulo, Brazil
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20
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Johnston KJ, Huckins LM. Chronic Pain and Psychiatric Conditions. Complex Psychiatry 2023; 9:24-43. [PMID: 37034825 PMCID: PMC10080192 DOI: 10.1159/000527041] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2022] [Accepted: 09/01/2022] [Indexed: 11/19/2022] Open
Abstract
Introduction Chronic pain is a common condition with high socioeconomic and public health burden. A wide range of psychiatric conditions are often comorbid with chronic pain and chronic pain conditions, negatively impacting successful treatment of either condition. The psychiatric condition receiving most attention in the past with regard to chronic pain comorbidity has been major depressive disorder, despite the fact that many other psychiatric conditions also demonstrate epidemiological and genetic overlap with chronic pain. Further understanding potential mechanisms involved in psychiatric and chronic pain comorbidity could lead to new treatment strategies both for each type of disorder in isolation and in scenarios of comorbidity. Methods This article provides an overview of relationships between DSM-5 psychiatric diagnoses and chronic pain, with particular focus on PTSD, ADHD, and BPD, disorders which are less commonly studied in conjunction with chronic pain. We also discuss potential mechanisms that may drive comorbidity, and present new findings on the genetic overlap of chronic pain and ADHD, and chronic pain and BPD using linkage disequilibrium score regression analyses. Results Almost all psychiatric conditions listed in the DSM-5 are associated with increased rates of chronic pain. ADHD and BPD are significantly genetically correlated with chronic pain. Psychiatric conditions aside from major depression are often under-researched with respect to their relationship with chronic pain. Conclusion Further understanding relationships between psychiatric conditions other than major depression (such as ADHD, BPD, and PTSD as exemplified here) and chronic pain can positively impact understanding of these disorders, and treatment of both psychiatric conditions and chronic pain.
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Affiliation(s)
- Keira J.A. Johnston
- Pamela Sklar Division of Psychiatric Genomics, Icahn School of Medicine at Mount Sinai, New York, New York, USA
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, New York, USA
- Department of Psychiatry, Yale University, New Haven, Connecticut, USA
| | - Laura M. Huckins
- Pamela Sklar Division of Psychiatric Genomics, Icahn School of Medicine at Mount Sinai, New York, New York, USA
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, New York, USA
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, New York, USA
- Seaver Autism Center for Research and Treatment, Icahn School of Medicine at Mount Sinai, New York, New York, USA
- Department of Psychiatry, Yale University, New Haven, Connecticut, USA
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21
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Ogłodek EA. Changes in the Serum Concentration Levels of Serotonin, Tryptophan and Cortisol among Stress-Resilient and Stress-Susceptible Individuals after Experiencing Traumatic Stress. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:16517. [PMID: 36554398 PMCID: PMC9779530 DOI: 10.3390/ijerph192416517] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/17/2022] [Revised: 12/05/2022] [Accepted: 12/06/2022] [Indexed: 06/17/2023]
Abstract
BACKGROUND Stress is a common response to many environmental adversities. However, once dysregulated, this reaction can lead to psychiatric illnesses, such as post-traumatic stress disorder (PTSD). Individuals can develop PTSD after exposure to traumatic events, severely affecting their quality of life. Nevertheless, not all individuals exposed to stress will develop psychiatric disorders, provided they show enhanced stress-resilience mechanisms that enable them to successfully adapt to stressful situations and thus avoid developing a persistent psychopathology. METHODS The study involved 93 participants. Of them, 62 comprised a study group and 31 comprised a control group. The aim of the study was to assess serotonin, cortisol and tryptophan concentration levels in subjects with PTSD (stress-susceptible; PTSD-SS) and in healthy individuals (stress-resilient; PTSD-SR), who had experienced a traumatic event but fully recovered after the trauma. The subjects were between 18 and 50 years of age (mean 35.56 ± 8.26 years). The serum concentration levels of serotonin, cortisol and tryptophan were measured with an ELISA kit. RESULTS It was found that the serotonin, tryptophan and cortisol concentration levels were consistent with the features of both PTSD-SR and PTSD-SS patients. It was reported that the mean cortisol concentration levels increased more significantly in the PTSD-SS group than in the PTSD-SR group, versus those in the control group. Similarly, the PTSD-SS group was found to show a larger decrease in the mean serotonin concentration levels than the PTSD-SR group, versus those in the control group. No significant changes were found in the tryptophan concentration levels between the study groups, versus those in the control group. CONCLUSIONS These findings can be useful when attempting to improve resilience in individuals using neuropharmacological methods. However, it is necessary to conduct more cross-sectional studies that would address different types of negative stress to find out whether they share common pathways.
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Affiliation(s)
- Ewa Alicja Ogłodek
- Department of Health Sciences, Jan Dlugosz University, 42-200 Częstochowa, Poland
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22
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Guan P, Huang C, Lan Q, Huang S, Zhou P, Zhang C. Activation of ventral tegmental area dopaminergic neurons ameliorates anxiety-like behaviors in single prolonged stress-induced PTSD model rats. Neurochem Int 2022; 161:105424. [PMID: 36228742 DOI: 10.1016/j.neuint.2022.105424] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2022] [Revised: 09/30/2022] [Accepted: 10/03/2022] [Indexed: 11/06/2022]
Abstract
Post-traumatic stress disorder (PTSD) is a debilitating psychiatric condition that arises after extremely traumatic events, with clinically significant and lasting impacts on both physical and psychological health. The present study examined the role of ventral tegmental area (VTA) dopaminergic signaling in anxiety-like behaviors and the underlying mechanisms in PTSD model rats. Chemogenetic technology was employed to specifically activate VTA dopamine (DA) neurons in rats subjected to single prolonged stress (SPS), and open field and elevated plus maze tests were applied to evaluate the anxiety-like manifestations. Subsequently, in vivo extracellular electrophysiological analyses were used to examine alterations in the firing characteristics of VTA DA neurons. Chemogenetic activation enhanced the firing and burst rates of VTA DA neurons in SPS-induced PTSD model rats and concomitantly mitigated the anxiety-like behavioral phenotypes. Collectively, these findings reveal a direct association between PTSD-relevant anxiety behaviors and VTA dopaminergic activity, and further suggest that interventions designed to enhance VTA dopaminergic activity may be a potential strategy for PTSD treatment.
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Affiliation(s)
- Peiqing Guan
- School of Educational Sciences, Lingnan Normal University, Zhanjiang, 524048, China
| | - Chunzheng Huang
- School of Educational Sciences, Lingnan Normal University, Zhanjiang, 524048, China
| | - Qinghui Lan
- School of Educational Sciences, Lingnan Normal University, Zhanjiang, 524048, China
| | - Shile Huang
- School of Chemistry and Chemical Engineering, Lingnan Normal University, Zhanjiang, 524048, China
| | - Peiling Zhou
- School of Educational Sciences, Lingnan Normal University, Zhanjiang, 524048, China.
| | - Changzheng Zhang
- School of Educational Sciences, Lingnan Normal University, Zhanjiang, 524048, China.
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23
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Cao-Lei L, Saumier D, Fortin J, Brunet A. A narrative review of the epigenetics of post-traumatic stress disorder and post-traumatic stress disorder treatment. Front Psychiatry 2022; 13:857087. [PMID: 36419982 PMCID: PMC9676221 DOI: 10.3389/fpsyt.2022.857087] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/18/2022] [Accepted: 09/28/2022] [Indexed: 11/09/2022] Open
Abstract
Epigenetic research in post-traumatic stress disorder (PTSD) is essential, given that environmental stressors and fear play such a crucial role in its development. As such, it may provide a framework for understanding individual differences in the prevalence of the disorder and in treatment response. This paper reviews the epigenetic markers associated with PTSD and its treatment, including candidate genes and epigenome-wide studies. Because the etiopathogenesis of PTSD rests heavily on learning and memory, we also draw upon animal neuroepigenetic research on the acquisition, update and erasure of fear memory, focusing on the mechanisms associated with memory reconsolidation. Reconsolidation blockade (or impairment) treatment in PTSD has been studied in clinical trials and, from a neurological perspective, may hold promise for identifying epigenetic markers of successful therapy. We conclude this paper by discussing several key considerations and challenges in epigenetic research on PTSD in humans.
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Affiliation(s)
- Lei Cao-Lei
- Research Center of the Douglas Mental Health University Institute (CIUSSS-ODIM), Montreal, QC, Canada
| | - Daniel Saumier
- Research Center of the Douglas Mental Health University Institute (CIUSSS-ODIM), Montreal, QC, Canada
| | - Justine Fortin
- Research Center of the Douglas Mental Health University Institute (CIUSSS-ODIM), Montreal, QC, Canada
- Department of Psychology, Université du Québec à Montréal, Montreal, QC, Canada
| | - Alain Brunet
- Research Center of the Douglas Mental Health University Institute (CIUSSS-ODIM), Montreal, QC, Canada
- Department of Psychiatry, McGill University, Montreal, QC, Canada
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24
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Parental post-traumatic stress disorder and increased risk of chronic pain conditions and major psychiatric disorders in their offspring. Gen Hosp Psychiatry 2022; 79:152-157. [PMID: 36379154 DOI: 10.1016/j.genhosppsych.2022.10.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/13/2022] [Revised: 09/15/2022] [Accepted: 10/13/2022] [Indexed: 11/04/2022]
Abstract
BACKGROUND Previous research suggests that individuals with post-traumatic stress disorder (PTSD) have higher risk of chronic pain symptoms. It remains unknown whether risk of chronic pain symptoms occurs in the offspring of parents with PTSD. This study aimed to explore the risk of chronic pain conditions and depression in the offspring of parents with PTSD. METHODS Between 1996 and 2011, we included subjects whose parents had PTSD and controls with parents without PTSD or any major psychiatric disorders (MPDs) from the Taiwan National Health Research Database. The controls (1:10) were matched for age, sex, time of birth, income, and residence. Poisson regression was applied to estimate the risk of chronic pain conditions and MPDs between case and control cohorts during the study period. The chronic pain conditions assessed were migraine, tension headache, fibromyalgia, peripheral neuropathy, dorsopathies, dysmenorrhea, irritable bowel syndrome (IBS), and dyspepsia. RESULTS We included 1139 cases and 11,390 matched controls. After adjusting for demographics and family history of psychiatric comorbidities, offspring of parents with PTSD had higher risk for depressive disorder [reported as odds ratio (OR) with 95% confidence interval (CI): 2.59, 1.71-3.92] than controls. For chronic pain conditions, offspring of parents with PTSD had higher risk for migraine (2.01, 1.01-3.98) and IBS (1.55, 1.02-2.34) than controls. CONCLUSIONS Healthcare workers should be aware that offspring of parents with PTSD have a higher risk of chronic pain conditions and depressive disorder. Further intervention to mitigate the risk is warranted.
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25
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Seah C, Breen MS, Rusielewicz T, Bader HN, Xu C, Hunter CJ, McCarthy B, Deans PJM, Chattopadhyay M, Goldberg J, Dobariya S, Desarnaud F, Makotkine I, Flory JD, Bierer LM, Staniskyte M, Noggle SA, Huckins LM, Paull D, Brennand KJ, Yehuda R. Modeling gene × environment interactions in PTSD using human neurons reveals diagnosis-specific glucocorticoid-induced gene expression. Nat Neurosci 2022; 25:1434-1445. [PMID: 36266471 PMCID: PMC9630117 DOI: 10.1038/s41593-022-01161-y] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2022] [Accepted: 08/11/2022] [Indexed: 01/13/2023]
Abstract
Post-traumatic stress disorder (PTSD) can develop following severe trauma, but the extent to which genetic and environmental risk factors contribute to individual clinical outcomes is unknown. Here, we compared transcriptional responses to hydrocortisone exposure in human induced pluripotent stem cell (hiPSC)-derived glutamatergic neurons and peripheral blood mononuclear cells (PBMCs) from combat veterans with PTSD (n = 19 hiPSC and n = 20 PBMC donors) and controls (n = 20 hiPSC and n = 20 PBMC donors). In neurons only, we observed diagnosis-specific glucocorticoid-induced changes in gene expression corresponding with PTSD-specific transcriptomic patterns found in human postmortem brains. We observed glucocorticoid hypersensitivity in PTSD neurons, and identified genes that contribute to this PTSD-dependent glucocorticoid response. We find evidence of a coregulated network of transcription factors that mediates glucocorticoid hyper-responsivity in PTSD. These findings suggest that induced neurons represent a platform for examining the molecular mechanisms underlying PTSD, identifying biomarkers of stress response, and conducting drug screening to identify new therapeutics.
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Affiliation(s)
- Carina Seah
- Pamela Sklar Division of Psychiatric Genomics, Department of Psychiatry or Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Nash Family Department of Neuroscience or Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Departments of Psychiatry and Genetics, Division of Molecular Psychiatry, Yale University School of Medicine, New Haven, CT, USA
| | - Michael S Breen
- Pamela Sklar Division of Psychiatric Genomics, Department of Psychiatry or Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Tom Rusielewicz
- The New York Stem Cell Foundation Research Institute, New York, NY, USA
| | - Heather N Bader
- Pamela Sklar Division of Psychiatric Genomics, Department of Psychiatry or Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- James J. Peters Veterans Affairs Medical Center, Bronx, NY, USA
- Center for Psychedelic Psychotherapy and Trauma Research, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Changxin Xu
- Pamela Sklar Division of Psychiatric Genomics, Department of Psychiatry or Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- James J. Peters Veterans Affairs Medical Center, Bronx, NY, USA
- Center for Psychedelic Psychotherapy and Trauma Research, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | | | - Barry McCarthy
- The New York Stem Cell Foundation Research Institute, New York, NY, USA
| | - P J Michael Deans
- Departments of Psychiatry and Genetics, Division of Molecular Psychiatry, Yale University School of Medicine, New Haven, CT, USA
| | - Mitali Chattopadhyay
- Pamela Sklar Division of Psychiatric Genomics, Department of Psychiatry or Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- James J. Peters Veterans Affairs Medical Center, Bronx, NY, USA
- Center for Psychedelic Psychotherapy and Trauma Research, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Jordan Goldberg
- The New York Stem Cell Foundation Research Institute, New York, NY, USA
| | - Saunil Dobariya
- The New York Stem Cell Foundation Research Institute, New York, NY, USA
| | - Frank Desarnaud
- Pamela Sklar Division of Psychiatric Genomics, Department of Psychiatry or Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- James J. Peters Veterans Affairs Medical Center, Bronx, NY, USA
- Center for Psychedelic Psychotherapy and Trauma Research, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Iouri Makotkine
- Pamela Sklar Division of Psychiatric Genomics, Department of Psychiatry or Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- James J. Peters Veterans Affairs Medical Center, Bronx, NY, USA
- Center for Psychedelic Psychotherapy and Trauma Research, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Janine D Flory
- Pamela Sklar Division of Psychiatric Genomics, Department of Psychiatry or Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- James J. Peters Veterans Affairs Medical Center, Bronx, NY, USA
- Center for Psychedelic Psychotherapy and Trauma Research, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Linda M Bierer
- Pamela Sklar Division of Psychiatric Genomics, Department of Psychiatry or Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- James J. Peters Veterans Affairs Medical Center, Bronx, NY, USA
- Center for Psychedelic Psychotherapy and Trauma Research, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Migle Staniskyte
- Pamela Sklar Division of Psychiatric Genomics, Department of Psychiatry or Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- James J. Peters Veterans Affairs Medical Center, Bronx, NY, USA
- Center for Psychedelic Psychotherapy and Trauma Research, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Scott A Noggle
- The New York Stem Cell Foundation Research Institute, New York, NY, USA
| | - Laura M Huckins
- Pamela Sklar Division of Psychiatric Genomics, Department of Psychiatry or Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Departments of Psychiatry and Genetics, Division of Molecular Psychiatry, Yale University School of Medicine, New Haven, CT, USA
| | - Daniel Paull
- The New York Stem Cell Foundation Research Institute, New York, NY, USA.
| | - Kristen J Brennand
- Pamela Sklar Division of Psychiatric Genomics, Department of Psychiatry or Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
- Nash Family Department of Neuroscience or Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
- Departments of Psychiatry and Genetics, Division of Molecular Psychiatry, Yale University School of Medicine, New Haven, CT, USA.
| | - Rachel Yehuda
- Pamela Sklar Division of Psychiatric Genomics, Department of Psychiatry or Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
- Nash Family Department of Neuroscience or Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
- James J. Peters Veterans Affairs Medical Center, Bronx, NY, USA.
- Center for Psychedelic Psychotherapy and Trauma Research, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
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26
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Zhang Z, Meng P, Zhang H, Jia Y, Wen Y, Zhang J, Chen Y, Li C, Pan C, Cheng S, Yang X, Yao Y, Liu L, Zhang F. Brain Proteome-Wide Association Study Identifies Candidate Genes that Regulate Protein Abundance Associated with Post-Traumatic Stress Disorder. Genes (Basel) 2022; 13:genes13081341. [PMID: 35893077 PMCID: PMC9332745 DOI: 10.3390/genes13081341] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2022] [Revised: 07/16/2022] [Accepted: 07/20/2022] [Indexed: 02/06/2023] Open
Abstract
Although previous genome-wide association studies (GWASs) on post-traumatic stress disorder (PTSD) have identified multiple risk loci, how these loci confer risk of PTSD remains unclear. Through the FUSION pipeline, we integrated two human brain proteome reference datasets (ROS/MAP and Banner) with the PTSD GWAS dataset, respectively, to conduct a proteome-wide association study (PWAS) analysis. Then two transcriptome reference weights (Rnaseq and Splicing) were applied to a transcriptome-wide association study (TWAS) analysis. Finally, the PWAS and TWAS results were investigated through brain imaging analysis. In the PWAS analysis, 8 and 13 candidate genes were identified in the ROS/MAP and Banner reference weight groups, respectively. Examples included ADK (pPWAS-ROS/MAP = 3.00 × 10−5) and C3orf18 (pPWAS-Banner = 7.07 × 10−31). Moreover, the TWAS also detected multiple candidate genes associated with PTSD in two different reference weight groups, including RIMS2 (pTWAS-Splicing = 3.84 × 10−2), CHMP1A (pTWAS-Rnaseq = 5.09 × 10−4), and SIRT5 (pTWAS-Splicing = 4.81 × 10−3). Further comparison of the PWAS and TWAS results in different populations detected the overlapping genes: MADD (pPWAS-Banner = 4.90 × 10−2, pTWAS-Splicing = 1.23 × 10−2) in the total population and GLO1(pPWAS-Banner = 4.89 × 10−3, pTWAS-Rnaseq = 1.41 × 10−3) in females. Brain imaging analysis revealed several different brain imaging phenotypes associated with MADD and GLO1 genes. Our study identified multiple candidate genes associated with PTSD in the proteome and transcriptome levels, which may provide new clues to the pathogenesis of PTSD.
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27
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Yang F, Wen J, Huang N, Riem MME, Lodder P, Guo J. Prevalence and Related Factors of Child Posttraumatic Stress Disorder during COVID-19 Pandemic: A Systematic Review and Meta-analysis. Eur Psychiatry 2022; 65:e37. [PMID: 35726735 PMCID: PMC9280924 DOI: 10.1192/j.eurpsy.2022.31] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Affiliation(s)
- Fan Yang
- School of Public Health, Peking University Health Science Center, No.38 Xue yuan Rd., Haidian District, Beijing, P.R. China, 100191
| | - Jiaxing Wen
- School of Public Health, Peking University Health Science Center, No.38 Xue yuan Rd., Haidian District, Beijing, P.R. China, 100191
| | - Ning Huang
- School of Public Health, Peking University Health Science Center, No.38 Xue yuan Rd., Haidian District, Beijing, P.R. China, 100191
| | - Madelon M E Riem
- Behavioral Science Institute, Radboud University, The Netherlands.,Clinical Child & Family Studies, Faculty of Behavioral and Movement Sciences, Vrije Universiteit, Amsterdam, The Netherlands
| | - Paul Lodder
- Department of Methodology and Statistics, Tilburg University, Tilburg, The Netherlands
| | - Jing Guo
- School of Public Health, Peking University Health Science Center, No.38 Xue yuan Rd., Haidian District, Beijing, P.R. China, 100191
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28
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Du J, Diao H, Zhou X, Zhang C, Chen Y, Gao Y, Wang Y. Post-traumatic stress disorder: a psychiatric disorder requiring urgent attention. MEDICAL REVIEW (BERLIN, GERMANY) 2022; 2:219-243. [PMID: 37724188 PMCID: PMC10388753 DOI: 10.1515/mr-2022-0012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/20/2022] [Accepted: 06/21/2022] [Indexed: 09/20/2023]
Abstract
Post-traumatic stress disorder (PTSD) is a severe and heterogenous psychiatric disorder that was first defined as a mental disorder in 1980. Currently, the Diagnostic and Statistical Manual of Mental Disorders Fifth Edition (DSM-5) and the International Classification of Diseases 11th Edition (ICD-11) offer the most widely accepted diagnostic guidelines for PTSD. In both diagnostic categories, experiencing a traumatic event (TE) is the necessary criterion for diagnosing PTSD. The TEs described in the DSM-5 include actual or threatened death, serious injury, sexual violence, and other extreme stressors, either directly or indirectly. More than 70% of adults worldwide are exposed to a TE at least once in their lifetime, and approximately 10% of individuals develop PTSD after experiencing a TE. The important features of PTSD are intrusion or re-experiencing fear memories, pervasive sense of threat, active avoidance, hyperarousal symptoms, and negative alterations of cognition and mood. Individuals with PTSD have high comorbidities with other psychiatric diseases, including major depressive disorder, generalized anxiety disorder, and substance use disorder. Multiple lines of evidence suggest that the pathophysiology of PTSD is complex, involving abnormal neural circuits, molecular mechanisms, and genetic mechanisms. A combination of both psychotherapy and pharmacotherapy is used to treat PTSD, but has limited efficacy in patients with refractory PTSD. Because of the high prevalence, heavy burden, and limited treatments, PTSD is a psychiatric disorder that requires urgent attention. In this review, we summarize and discuss the diagnosis, prevalence, TEs, pathophysiology, and treatments of PTSD and draw attention to its prevention.
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Affiliation(s)
- Jun Du
- The Brain Science Center, Beijing Institute of Basic Medical Sciences, Beijing, China
| | - Huapeng Diao
- The Brain Science Center, Beijing Institute of Basic Medical Sciences, Beijing, China
| | - Xiaojuan Zhou
- The Brain Science Center, Beijing Institute of Basic Medical Sciences, Beijing, China
| | - Chunkui Zhang
- The Brain Science Center, Beijing Institute of Basic Medical Sciences, Beijing, China
| | - Yifei Chen
- The Brain Science Center, Beijing Institute of Basic Medical Sciences, Beijing, China
| | - Yan Gao
- The Brain Science Center, Beijing Institute of Basic Medical Sciences, Beijing, China
| | - Yizheng Wang
- The Brain Science Center, Beijing Institute of Basic Medical Sciences, Beijing, China
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Kaplan GB, Lakis GA, Zhoba H. Sleep-Wake and Arousal Dysfunctions in Post-Traumatic Stress Disorder:Role of Orexin Systems. Brain Res Bull 2022; 186:106-122. [PMID: 35618150 DOI: 10.1016/j.brainresbull.2022.05.006] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2021] [Revised: 04/20/2022] [Accepted: 05/10/2022] [Indexed: 12/15/2022]
Abstract
Post-traumatic stress disorder (PTSD) is a trauma-related condition that produces distressing fear memory intrusions, avoidance behaviors, hyperarousal/startle, stress responses and insomnia. This review focuses on the importance of the orexin neural system as a novel mechanism related to the pathophysiology of PTSD. Orexinergic neurons originate in the lateral hypothalamus and project widely to key neurotransmitter system neurons, autonomic neurons, the hypothalamic-pituitaryadrenal (HPA) axis, and fear-related neural circuits. After trauma or stress, the basolateral amygdala (BLA) transmits sensory information to the central nucleus of the amygdala (CeA) and in turn to the hypothalamus and other subcortical and brainstem regions to promote fear and threat. Orexin receptors have a prominent role in this circuit as fear conditioned orexin receptor knockout mice show decreased fear expression while dual orexin receptor antagonists (DORAs) inhibit fear acquisition and expression. Orexin activation of an infralimbic-amygdala circuit impedes fear extinction while DORA treatments enhance it. Increased orexin signaling to the amygdalocortical- hippocampal circuit promotes avoidance behaviors. Orexin has an important role in activating sympathetic nervous system (SNS) activity and the HPA axis stress responses. Blockade of orexin receptors reduces fear-conditioned startle responses. In PTSD models, individuals demonstrate sleep disturbances such as increased sleep latency and more transitions to wakefulness. Increased orexin activity impairs sleep by promoting wakefulness and reducing total sleep time while DORA treatments enhance sleep onset and maintenance. The orexinergic neural system provides important mechanisms for understanding multiple PTSD behaviors and provides new medication targets to treat this often persistent and debilitating illness.
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Affiliation(s)
- Gary B Kaplan
- Mental Health Service, VA Boston Healthcare System, West Roxbury, MA, 02132 USA; Department of Psychiatry, Boston University School of Medicine, Boston, MA, 02118 USA; Department of Pharmacology and Experimental Therapeutics, Boston University School of Medicine, Boston, MA, 02118 USA.
| | - Gabrielle A Lakis
- Research Service, VA Boston Healthcare System, West Roxbury, MA, 02132 USA; Undergraduate Program in Neuroscience, Boston University, Boston, MA, 02215 USA
| | - Hryhoriy Zhoba
- Research Service, VA Boston Healthcare System, West Roxbury, MA, 02132 USA
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Marchese S, Cancelmo L, Diab O, Cahn L, Aaronson C, Daskalakis NP, Schaffer J, Horn SR, Johnson JS, Schechter C, Desarnaud F, Bierer LM, Makotkine I, Flory JD, Crane M, Moline JM, Udasin IG, Harrison DJ, Roussos P, Charney DS, Koenen KC, Southwick SM, Yehuda R, Pietrzak RH, Huckins LM, Feder A. Altered gene expression and PTSD symptom dimensions in World Trade Center responders. Mol Psychiatry 2022; 27:2225-2246. [PMID: 35177824 DOI: 10.1038/s41380-022-01457-2] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/11/2021] [Revised: 11/16/2021] [Accepted: 01/18/2022] [Indexed: 11/09/2022]
Abstract
Despite experiencing a significant trauma, only a subset of World Trade Center (WTC) rescue and recovery workers developed posttraumatic stress disorder (PTSD). Identification of biomarkers is critical to the development of targeted interventions for treating disaster responders and potentially preventing the development of PTSD in this population. Analysis of gene expression from these individuals can help in identifying biomarkers of PTSD. We established a well-phenotyped sample of 371 WTC responders, recruited from a longitudinal WTC responder cohort using stratified random sampling, by obtaining blood, self-reported and clinical interview data. Using bulk RNA-sequencing from whole blood, we examined the association between gene expression and WTC-related PTSD symptom severity on (i) highest lifetime Clinician-Administered PTSD Scale (CAPS) score, (ii) past-month CAPS score, and (iii) PTSD symptom dimensions using a 5-factor model of re-experiencing, avoidance, emotional numbing, dysphoric arousal and anxious arousal symptoms. We corrected for sex, age, genotype-derived principal components and surrogate variables. Finally, we performed a meta-analysis with existing PTSD studies (total N = 1016), using case/control status as the predictor and correcting for these variables. We identified 66 genes significantly associated with total highest lifetime CAPS score (FDR-corrected p < 0.05), and 31 genes associated with total past-month CAPS score. Our more granular analyses of PTSD symptom dimensions identified additional genes that did not reach statistical significance in our analyses with total CAPS scores. In particular, we identified 82 genes significantly associated with lifetime anxious arousal symptoms. Several genes significantly associated with multiple PTSD symptom dimensions and total lifetime CAPS score (SERPINA1, RPS6KA1, and STAT3) have been previously associated with PTSD. Geneset enrichment of these findings has identified pathways significant in metabolism, immune signaling, other psychiatric disorders, neurological signaling, and cellular structure. Our meta-analysis revealed 10 genes that reached genome-wide significance, all of which were downregulated in cases compared to controls (CIRBP, TMSB10, FCGRT, CLIC1, RPS6KB2, HNRNPUL1, ALDOA, NACA, ZNF429 and COPE). Additionally, cellular deconvolution highlighted an enrichment in CD4 T cells and eosinophils in responders with PTSD compared to controls. The distinction in significant genes between total lifetime CAPS score and the anxious arousal symptom dimension of PTSD highlights a potential biological difference in the mechanism underlying the heterogeneity of the PTSD phenotype. Future studies should be clear about methods used to analyze PTSD status, as phenotypes based on PTSD symptom dimensions may yield different gene sets than combined CAPS score analysis. Potential biomarkers implicated from our meta-analysis may help improve therapeutic target development for PTSD.
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Affiliation(s)
- Shelby Marchese
- Pamela Sklar Division of Psychiatric Genomics, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
| | - Leo Cancelmo
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
| | - Olivia Diab
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
| | - Leah Cahn
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
| | - Cindy Aaronson
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
| | - Nikolaos P Daskalakis
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA.,Department of Psychiatry, McLean Hospital, Harvard Medical School, Belmont, MA, USA
| | - Jamie Schaffer
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
| | - Sarah R Horn
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
| | - Jessica S Johnson
- Pamela Sklar Division of Psychiatric Genomics, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
| | - Clyde Schechter
- Department of Family and Social Medicine, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Frank Desarnaud
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA.,Department of Psychiatry, James J. Peters Veterans Affairs Medical Center, Bronx, NY, USA
| | - Linda M Bierer
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA.,Department of Psychiatry, James J. Peters Veterans Affairs Medical Center, Bronx, NY, USA
| | - Iouri Makotkine
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA.,Department of Psychiatry, James J. Peters Veterans Affairs Medical Center, Bronx, NY, USA
| | - Janine D Flory
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA.,Department of Psychiatry, James J. Peters Veterans Affairs Medical Center, Bronx, NY, USA
| | - Michael Crane
- Department of Environmental Medicine and Public Health, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Jacqueline M Moline
- Department of Occupational Medicine, Epidemiology and Prevention, Zucker School of Medicine at Hofstra/Northwell, Great Neck, NY, USA
| | - Iris G Udasin
- Environmental and Occupational Health Sciences Institute, School of Public Health, Rutgers University, Piscataway, NJ, USA
| | - Denise J Harrison
- Department of Medicine, Division of Pulmonary Critical Care and Sleep Medicine, NYU School of Medicine, New York, NY, USA
| | - Panos Roussos
- Pamela Sklar Division of Psychiatric Genomics, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA.,Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA.,Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA.,Icahn Institute for Genomics and Multiscale Biology, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA.,Mental Illness Research, Education and Clinical Centers, James J. Peters Department of Veterans Affairs Medical Center, Bronx, NY, 14068, USA
| | - Dennis S Charney
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA.,Department of Neuroscience, Icahn School of Medicine at Mount Sinai, New York, NY, USA.,Department of Pharmacological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Karestan C Koenen
- Massachusetts General Hospital, Psychiatric and Neurodevelopmental Genetics Unit (PNGU), Boston, MA, USA.,Broad Institute of MIT and Harvard, Stanley Center for Psychiatric Research, Cambridge, MA, USA.,Harvard School of Public Health, Department of Epidemiology, Boston, MA, USA
| | - Steven M Southwick
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA.,Department of Veterans Affairs National Center for Posttraumatic Stress Disorder, VA Connecticut Healthcare System, West Haven, CT, USA
| | - Rachel Yehuda
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA.,Department of Psychiatry, James J. Peters Veterans Affairs Medical Center, Bronx, NY, USA
| | - Robert H Pietrzak
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA.,Department of Veterans Affairs National Center for Posttraumatic Stress Disorder, VA Connecticut Healthcare System, West Haven, CT, USA
| | - Laura M Huckins
- Pamela Sklar Division of Psychiatric Genomics, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA. .,Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA. .,Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA. .,Icahn Institute for Genomics and Multiscale Biology, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA. .,Mental Illness Research, Education and Clinical Centers, James J. Peters Department of Veterans Affairs Medical Center, Bronx, NY, 14068, USA. .,Seaver Autism Center for Research and Treatment, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA.
| | - Adriana Feder
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA.
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Fischer S, Schumacher S, Daniels J. Neurobiological Changes in Posttraumatic Stress Disorder and Their Reversibility by Psychotherapy. ZEITSCHRIFT FUR KLINISCHE PSYCHOLOGIE UND PSYCHOTHERAPIE 2022. [DOI: 10.1026/1616-3443/a000650] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
Abstract. Background: Posttraumatic stress disorder (PTSD) is a debilitating illness associated with distressing symptoms and a high societal burden. Objective: To investigate the neurobiological underpinnings of PTSD to improve our understanding of this disorder and its treatment. Methods: This article reviews currently researched mechanisms that can explain the development of PTSD symptoms. It presents key findings on neural (i. e., brain functioning and brain structure), neuroendocrine (i. e., noradrenergic and hypothalamic-pituitary-adrenal axis activity), and related (epi)genetic changes in individuals with PTSD. Furthermore, it presents preliminary research examining the reversibility of these alterations during psychotherapeutic treatment. Results: PTSD is characterized by specific neurobiological alterations, with preliminary findings indicating that at least some of these may normalize during psychotherapy. Discussion: A multidimensional perspective on the development, maintenance, and treatment of PTSD has the potential to improve our understanding of the causal processes underlying the disorder and may ultimately inform the conception of novel treatments.
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Affiliation(s)
- Susanne Fischer
- Clinical Psychology and Psychotherapy, Institute of Psychology, University of Zurich, Switzerland
| | - Sarah Schumacher
- Clinical Psychology and Psychotherapy, Faculty of Health, Health and Medical University, Potsdam, Germany
| | - Judith Daniels
- Clinical Psychology, Faculty of Behavioral and Social Sciences, University of Groningen, The Netherlands
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32
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Williams MT, Khanna Roy A, MacIntyre MP, Faber S. The Traumatizing Impact of Racism in Canadians of Colour. CURRENT TRAUMA REPORTS 2022; 8:17-34. [PMID: 35345606 PMCID: PMC8943361 DOI: 10.1007/s40719-022-00225-5] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/11/2022] [Indexed: 01/27/2023]
Abstract
Purpose of Review While research has identified racial trauma in other contexts, it is often overlooked amongst Canadian society. Racial trauma occurs as a result of an event of racism or cumulative events over time whereby an individual experiences stress and consequent mental health sequelae. Given that the BIPOC (Black, Indigenous, and/or Person of Colour) population in Canada is increasing, it is imperative to identify racial discrimination and the subsequent stress and trauma associated with being racialized in Canada, which subjects BIPOC Canadians to various forms of racism, including microaggressions. Recent Findings This paper reviews the published literature on racism and racial discrimination that identifies or infers racial trauma as the source of the mental health implications for various groups (e.g., Indigenous people, Black Canadians, Asian Canadians, immigrants, and refugees). In addition, intersectionality of racialized persons is prominent to their psychological well-being as their psychosocial and socioeconomic position are complex. Therefore, this paper both provides insight into the Canadian experience as a person of colour and signifies the need for further research on racial trauma in a Canadian context. Summary Despite Canada’s emphasis on multiculturalism, racialized individuals are at risk for racial trauma due to prejudice and discrimination. The politicization of multiculturalism has permitted Canada to deny claims of racism, yet the historical basis of established institutions results in irrefutable systemic and systematic barriers for Canadian people of colour.
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Affiliation(s)
- Monnica T Williams
- School of Psychology, University of Ottawa, 136 Jean-Jacques Lussier, Vanier Hall, Ottawa, ON K1N 6N5 Canada.,Cellular and Molecular Medicine, University of Ottawa, Ottawa, ON Canada
| | | | - Marie-Paule MacIntyre
- School of Psychology, University of Ottawa, 136 Jean-Jacques Lussier, Vanier Hall, Ottawa, ON K1N 6N5 Canada
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33
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Katrinli S, Maihofer AX, Wani AH, Pfeiffer JR, Ketema E, Ratanatharathorn A, Baker DG, Boks MP, Geuze E, Kessler RC, Risbrough VB, Rutten BPF, Stein MB, Ursano RJ, Vermetten E, Logue MW, Nievergelt CM, Smith AK, Uddin M. Epigenome-wide meta-analysis of PTSD symptom severity in three military cohorts implicates DNA methylation changes in genes involved in immune system and oxidative stress. Mol Psychiatry 2022; 27:1720-1728. [PMID: 34992238 PMCID: PMC9106882 DOI: 10.1038/s41380-021-01398-2] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/27/2021] [Revised: 11/13/2021] [Accepted: 11/23/2021] [Indexed: 11/08/2022]
Abstract
Epigenetic factors modify the effects of environmental factors on biological outcomes. Identification of epigenetic changes that associate with PTSD is therefore a crucial step in deciphering mechanisms of risk and resilience. In this study, our goal is to identify epigenetic signatures associated with PTSD symptom severity (PTSS) and changes in PTSS over time, using whole blood DNA methylation (DNAm) data (MethylationEPIC BeadChip) of military personnel prior to and following combat deployment. A total of 429 subjects (858 samples across 2 time points) from three male military cohorts were included in the analyses. We conducted two different meta-analyses to answer two different scientific questions: one to identify a DNAm profile of PTSS using a random effects model including both time points for each subject, and the other to identify a DNAm profile of change in PTSS conditioned on pre-deployment DNAm. Four CpGs near four genes (F2R, CNPY2, BAIAP2L1, and TBXAS1) and 88 differentially methylated regions (DMRs) were associated with PTSS. Change in PTSS after deployment was associated with 15 DMRs, of those 2 DMRs near OTUD5 and ELF4 were also associated with PTSS. Notably, three PTSS-associated CpGs near F2R, BAIAP2L1 and TBXAS1 also showed nominal evidence of association with change in PTSS. This study, which identifies PTSD-associated changes in genes involved in oxidative stress and immune system, provides novel evidence that epigenetic differences are associated with PTSS.
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Affiliation(s)
- Seyma Katrinli
- Department of Gynecology and Obstetrics, Emory University, Atlanta, GA, USA
| | - Adam X Maihofer
- Department of Psychiatry, University of California San Diego, La Jolla, CA, USA
| | - Agaz H Wani
- Genomics Program, College of Public Health, University of South Florida, Tampa, FL, USA
| | - John R Pfeiffer
- Department of Psychology, University of Illinois at Urbana-Champaign, Urbana, IL, USA
- Carl R. Woese Institute for Genomic Biology, Urbana, IL, USA
| | - Elizabeth Ketema
- Department of Psychiatry, University of California San Diego, La Jolla, CA, USA
| | | | - Dewleen G Baker
- Department of Psychiatry, University of California San Diego, La Jolla, CA, USA
- Veterans Affairs San Diego Healthcare System, San Diego, CA, USA
- Veterans Affairs Center of Excellence for Stress and Mental Health, San Diego, CA, USA
| | - Marco P Boks
- Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Elbert Geuze
- Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht, The Netherlands
- Brain Research and Innovation Centre, Netherlands Ministry of Defence, Utrecht, The Netherlands
| | - Ronald C Kessler
- Department of Health Care Policy, Harvard Medical School, Boston, MA, USA
| | - Victoria B Risbrough
- Department of Psychiatry, University of California San Diego, La Jolla, CA, USA
- Veterans Affairs Center of Excellence for Stress and Mental Health, San Diego, CA, USA
| | - Bart P F Rutten
- Department of Psychiatry and Neuropsychology, Maastricht University Medical Centre, School for Mental Health and Neuroscience, Maastricht, The Netherlands
| | - Murray B Stein
- Department of Psychiatry, University of California San Diego, La Jolla, CA, USA
- Veterans Affairs San Diego Healthcare System, San Diego, CA, USA
- School of Public Health, University of California San Diego, La Jolla, CA, USA
| | - Robert J Ursano
- Center for the Study of Traumatic Stress, Department of Psychiatry, Uniformed Services University School of Medicine, Bethesda, MD, USA
| | - Eric Vermetten
- Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht, The Netherlands
- Department of Psychiatry, Leiden University Medical Center, ZA, Leiden, The Netherlands
- Research Center, Netherlands Defense Department, UT, AA Utrecht, The Netherlands
- Arq Psychotrauma Expert Group, XE, Diemen, The Netherlands
| | - Mark W Logue
- National Center for PTSD, Behavioral Science Division at VA Boston Healthcare System, Boston, MA, USA
- Department of Psychiatry, Boston University School of Medicine, Boston, MA, USA
- Department of Medicine (Biomedical Genetics), Boston University School of Medicine, Boston, MA, USA
- Department of Biostatistics, Boston University School of Public Health, Boston, MA, USA
| | - Caroline M Nievergelt
- Department of Psychiatry, University of California San Diego, La Jolla, CA, USA
- Veterans Affairs San Diego Healthcare System, San Diego, CA, USA
- Veterans Affairs Center of Excellence for Stress and Mental Health, San Diego, CA, USA
| | - Alicia K Smith
- Department of Gynecology and Obstetrics, Emory University, Atlanta, GA, USA
- Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta, GA, USA
| | - Monica Uddin
- Genomics Program, College of Public Health, University of South Florida, Tampa, FL, USA.
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Grossman S, Cooper Z, Buxton H, Hendrickson S, Lewis-O'Connor A, Stevens J, Wong LY, Bonne S. Trauma-informed care: recognizing and resisting re-traumatization in health care. Trauma Surg Acute Care Open 2022; 6:e000815. [PMID: 34993351 PMCID: PMC8689164 DOI: 10.1136/tsaco-2021-000815] [Citation(s) in RCA: 44] [Impact Index Per Article: 14.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2021] [Accepted: 11/28/2021] [Indexed: 11/12/2022] Open
Abstract
Trauma is often viewed as an individual or interpersonal issue. This paper expands the definition of trauma to include the impact collective and structural elements on health and well-being. The need for a trauma-informed response is demonstrated, with instruction as to how to implement this type of care in order to resist re-traumatization. Three examples from healthcare settings across the nation are provided, to demonstrate the ways in which organizations are bringing forward this patient-centered, trauma-informed approach to care.
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Affiliation(s)
- Samara Grossman
- Department of Psychiatry, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Zara Cooper
- Department of Trauma, Burn and Surgical Care, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Heather Buxton
- Department of Psychiatry, Oregon Health & Science University, Portland, Oregon, USA
| | - Sarah Hendrickson
- The Institute for H.O.P.E™, The MetroHealth System, Cleveland, Ohio, USA
| | - Annie Lewis-O'Connor
- Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Jane Stevens
- Department of Surgery, Oregon Health & Science University, Portland, Oregon, USA
| | - Lye-Yeng Wong
- Department of Surgery, Oregon Health & Science University, Portland, Oregon, USA
| | - Stephanie Bonne
- Department of Surgery, Rutgers New Jersey Medical School, Newark, New Jersey, USA
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35
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Aykac A, Kalkan R. Epigenetic Approach to PTSD: In the Aspects of Rat Models. Glob Med Genet 2021; 9:7-13. [PMID: 35169777 PMCID: PMC8837403 DOI: 10.1055/s-0041-1736633] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2021] [Accepted: 09/18/2021] [Indexed: 11/04/2022] Open
Abstract
Posttraumatic stress disorder (PTSD) is a stress-related mental disorder and develops after exposure to life-threatening traumatic experiences. The risk factors of PTSD included genetic factors; alterations in hypothalamic–pituitary–adrenal (HPA) axis; neurotrophic, serotonergic, dopaminergic, and catecholaminergic systems; and a variety of environmental factors, such as war, accident, natural disaster, pandemic, physical, or sexual abuse, that cause stress or trauma in individuals. To be able to understand the molecular background of PTSD, rodent animal models are widely used by researchers. When looking for a solution for PTSD, it is important to consider preexisting genetic risk factors and physiological, molecular, and biochemical processes caused by trauma that may cause susceptibility to this disorder. In studies, it is reported that epigenetic mechanisms play important roles in the biological response affected by environmental factors, as well as the task of programming cell identity. In this article, we provided an overview of the role of epigenetic modifications in understanding the biology of PTSD. We also summarized the data from animal studies and their importance during the investigation of PTSD. This study shed light on the epigenetic background of stress and PTSD.
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Affiliation(s)
- Asli Aykac
- Department of Biophysics, Faculty of Medicine, Near East University, Nicosia, Cyprus
| | - Rasime Kalkan
- Department of Molecular Biology and Genetics, Faculty of Arts and Sciences, Near East University, Nicosia, Cyprus
- Department of Medical Genetics, Faculty of Medicine, Near East University, Nicosia, Cyprus
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36
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Webb EK, Weis CN, Huggins AA, Fitzgerald JM, Bennett K, Bird CM, Parisi EA, Kallenbach M, Miskovich T, Krukowski J, deRoon-Cassini TA, Larson CL. Neural impact of neighborhood socioeconomic disadvantage in traumatically injured adults. Neurobiol Stress 2021; 15:100385. [PMID: 34471656 PMCID: PMC8390770 DOI: 10.1016/j.ynstr.2021.100385] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2021] [Revised: 08/17/2021] [Accepted: 08/20/2021] [Indexed: 11/30/2022] Open
Abstract
Nearly 14 percent of Americans live in a socioeconomically disadvantaged neighborhood. Lower individual socioeconomic position (iSEP) has been linked to increased exposure to trauma and stress, as well as to alterations in brain structure and function; however, the neural effects of neighborhood SEP (nSEP) factors, such as neighborhood disadvantage, are unclear. Using a multi-modal approach with participants who recently experienced a traumatic injury (N = 185), we investigated the impact of neighborhood disadvantage, acute post-traumatic stress symptoms, and iSEP on brain structure and functional connectivity at rest. After controlling for iSEP, demographic variables, and acute PTSD symptoms, nSEP was associated with decreased volume and alterations of resting-state functional connectivity in structures implicated in affective processing, including the insula, ventromedial prefrontal cortex, amygdala, and hippocampus. Even in individuals who have recently experienced a traumatic injury, and after accounting for iSEP, the impact of living in a disadvantaged neighborhood is apparent, particularly in brain regions critical for experiencing and regulating emotion. These results should inform future research investigating how various levels of socioeconomic circumstances may impact recovery after a traumatic injury as well as policies and community-developed interventions aimed at reducing the impact of socioeconomic stressors.
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Affiliation(s)
- E. Kate Webb
- University of Wisconsin-Milwaukee, Department of Psychology, Milwaukee, WI, USA
| | - Carissa N. Weis
- University of Wisconsin-Milwaukee, Department of Psychology, Milwaukee, WI, USA
| | - Ashley A. Huggins
- University of Wisconsin-Milwaukee, Department of Psychology, Milwaukee, WI, USA
| | | | | | - Claire M. Bird
- Marquette University, Department of Psychology, Milwaukee, WI, USA
| | - Elizabeth A. Parisi
- University of Wisconsin-Milwaukee, Department of Psychology, Milwaukee, WI, USA
| | - Maddy Kallenbach
- University of Wisconsin-Milwaukee, Department of Psychology, Milwaukee, WI, USA
| | - Tara Miskovich
- VA Northern California Healthcare System, Martinez, CA, USA
| | | | - Terri A. deRoon-Cassini
- Medical College of Wisconsin, Department of Surgery, Division of Trauma & Acute Care Surgery, Milwaukee, WI, USA
| | - Christine L. Larson
- University of Wisconsin-Milwaukee, Department of Psychology, Milwaukee, WI, USA
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37
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Layfield SD, Duffy LA, Phillips KA, Lardenoije R, Klengel T, Ressler KJ. Multiomic biological approaches to the study of child abuse and neglect. Pharmacol Biochem Behav 2021; 210:173271. [PMID: 34508786 PMCID: PMC8501413 DOI: 10.1016/j.pbb.2021.173271] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/28/2021] [Revised: 09/03/2021] [Accepted: 09/06/2021] [Indexed: 10/20/2022]
Abstract
Childhood maltreatment, occurring in up to 20-30% of the population, remains far too common, and incorporates a range of active and passive factors, from abuse, to neglect, to the impacts of broader structural and systemic adversity. Despite the effects of childhood maltreatment and adversity on a wide range of adult physical and psychological negative outcomes, not all individuals respond similarly. Understanding the differential biological mechanisms contributing to risk vs. resilience in the face of developmental adversity is critical to improving preventions, treatments, and policy recommendations. This review begins by providing an overview of childhood abuse, neglect, maltreatment, threat, and toxic stress, and the effects of these forms of adversity on the developing body, brain, and behavior. It then examines examples from the current literature of genomic, epigenomic, transcriptomic, and proteomic discoveries and biomarkers that may help to understand risk and resilience in the aftermath of trauma, predictors of traumatic exposure risk, and potential targets for intervention and prevention. While the majority of genetic, epigenetic, and gene expression analyses to date have focused on targeted genes and hypotheses, large-scale consortia are now well-positioned to better understand interactions of environment and biology with much more statistical power. Ongoing and future work aimed at understanding the biology of childhood adversity and its effects will help to provide targets for intervention and prevention, as well as identify paths for how science, health care, and policy can combine efforts to protect and promote the psychological and physiological wellbeing of future generations.
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Affiliation(s)
- Savannah Dee Layfield
- Depression & Anxiety Division, McLean Hospital, Mass General Brigham, Belmont, MA, United States of America
| | - Lucie Anne Duffy
- Depression & Anxiety Division, McLean Hospital, Mass General Brigham, Belmont, MA, United States of America
| | - Karlye Allison Phillips
- Depression & Anxiety Division, McLean Hospital, Mass General Brigham, Belmont, MA, United States of America
| | - Roy Lardenoije
- Depression & Anxiety Division, McLean Hospital, Mass General Brigham, Belmont, MA, United States of America; Department of Psychiatry and Psychotherapy, University Medical Center Göttingen, Göttingen, Germany
| | - Torsten Klengel
- Depression & Anxiety Division, McLean Hospital, Mass General Brigham, Belmont, MA, United States of America; Department of Psychiatry and Psychotherapy, University Medical Center Göttingen, Göttingen, Germany; Department of Psychiatry, Harvard Medical School, United States of America
| | - Kerry J Ressler
- Depression & Anxiety Division, McLean Hospital, Mass General Brigham, Belmont, MA, United States of America; Department of Psychiatry, Harvard Medical School, United States of America.
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Fischer S, Schumacher T, Knaevelsrud C, Ehlert U, Schumacher S. Genes and hormones of the hypothalamic-pituitary-adrenal axis in post-traumatic stress disorder. What is their role in symptom expression and treatment response? J Neural Transm (Vienna) 2021; 128:1279-1286. [PMID: 33825945 PMCID: PMC8423677 DOI: 10.1007/s00702-021-02330-2] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2021] [Accepted: 03/22/2021] [Indexed: 02/04/2023]
Abstract
BACKGROUND Less than half of all individuals with post-traumatic stress disorder (PTSD) remit spontaneously and a large proportion of those seeking treatment do not respond sufficiently. This suggests that there may be subgroups of individuals who are in need of augmentative or alternative treatments. One of the most frequent pathophysiological findings in PTSD is alterations in the hypothalamic-pituitary-adrenal (HPA) axis, including enhanced negative feedback sensitivity and attenuated peripheral cortisol. Given the role of the HPA axis in cognition, this pattern may contribute to PTSD symptoms and interfere with key processes of standard first-line treatments, such as trauma-focused cognitive behavioural therapy (TF-CBT). METHODS This review provides a comprehensive summary of the current state of research regarding the role of HPA axis functioning in PTSD symptoms and treatment. RESULTS Overall, there is preliminary evidence that hypocortisolaemia contributes to symptom manifestation in PTSD; that it predicts non-responses to TF-CBT; and that it is subject to change in parallel with positive treatment trajectories. Moreover, there is evidence that genetic and epigenetic alterations within the genes NR3C1 and FKBP5 are associated with this hypocortisolaemic pattern and that some of these alterations change as symptoms improve over the course of treatment. CONCLUSIONS Future research priorities include investigations into the role of the HPA axis in day-to-day symptom variation, the time scale in which biological changes in response to treatment occur, and the effects of sex. Furthermore, before conceiving augmentative or alternative treatments that target the described mechanisms, multilevel studies are warranted.
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Affiliation(s)
- Susanne Fischer
- Institute of Psychology, Clinical Psychology and Psychotherapy, University of Zurich, Binzmuehlestrasse 14/Box 26, 8050, Zurich, Switzerland.
| | - Tabea Schumacher
- Department of Education and Psychology, Division of Clinical Psychological Intervention, Freie Universität Berlin, Berlin, Germany
| | - Christine Knaevelsrud
- Department of Education and Psychology, Division of Clinical Psychological Intervention, Freie Universität Berlin, Berlin, Germany
| | - Ulrike Ehlert
- Institute of Psychology, Clinical Psychology and Psychotherapy, University of Zurich, Binzmuehlestrasse 14/Box 26, 8050, Zurich, Switzerland
| | - Sarah Schumacher
- Department of Education and Psychology, Division of Clinical Psychological Intervention, Freie Universität Berlin, Berlin, Germany
- Health Faculty, Clinical Psychology and Psychotherapy, Health and Medical University Potsdam, Potsdam, Germany
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Oxytocin receptor variant rs53576 genotype is associated with dysphoric arousal symptoms of DSM-5 posttraumatic stress disorder in Chinese earthquake survivors. Chin J Traumatol 2021; 24:209-213. [PMID: 33863620 PMCID: PMC8343244 DOI: 10.1016/j.cjtee.2021.03.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/28/2020] [Revised: 02/27/2021] [Accepted: 03/20/2021] [Indexed: 02/04/2023] Open
Abstract
PURPOSE Evidence suggests that the oxytocin receptor (OXTR) gene may be involved in the psychopathology of posttraumatic stress disorder (PTSD). This study aimed to investigate the effects of OXTR rs53576 genotype on PTSD symptoms introduced in the Diagnostic and Statistical Manual, Fifth Edition (DSM-5). METHODS This study was a cross-sectional study conducted among 1140 adults who had personally experienced the Wenchuan earthquake. PTSD symptoms were measured with the PTSD checklist for DSM-5. A custom-by-design 2 × 48-Plex SNPscanTM Kit were used to determine the OXTR rs53576. Multiple regression models were used to analyze the independent and interactive effects of OXTR rs53576 genotype and earthquake exposure on the severity of total PTSD symptoms and different dimensions of PTSD symptoms. RESULTS The results revealed that the rs53576 genotype could significantly predict PTSD symptoms (β = 0.055, p = 0.045). Further analysis showed that the rs53576 genotype was only significantly associated with dysphoric arousal symptoms of PTSD (β = 0.080, p = 0.005). The rs53576 genotype × earthquake exposure interaction had no significant effect on different symptom clusters (p > 0.05). CONCLUSION This study showed that the rs53576 genotype was only associated with the dysphoric arousal symptoms but not with other symptom clusters of PTSD. These findings support the role of the OXTR on the psychopathology of PTSD and help us to understand the genetic basis of PTSD.
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Swart PC, van den Heuvel LL, Lewis CM, Seedat S, Hemmings SMJ. A Genome-Wide Association Study and Polygenic Risk Score Analysis of Posttraumatic Stress Disorder and Metabolic Syndrome in a South African Population. Front Neurosci 2021; 15:677800. [PMID: 34177453 PMCID: PMC8222611 DOI: 10.3389/fnins.2021.677800] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2021] [Accepted: 05/07/2021] [Indexed: 11/13/2022] Open
Abstract
Posttraumatic stress disorder (PTSD) is a trauma-related disorder that frequently co-occurs with metabolic syndrome (MetS). MetS is characterized by obesity, dyslipidemia, and insulin resistance. To provide insight into these co-morbidities, we performed a genome-wide association study (GWAS) meta-analysis to identify genetic variants associated with PTSD, and determined if PTSD polygenic risk scores (PRS) could predict PTSD and MetS in a South African mixed-ancestry sample. The GWAS meta-analysis of PTSD participants (n = 260) and controls (n = 343) revealed no SNPs of genome-wide significance. However, several independent loci, as well as five SNPs in the PARK2 gene, were suggestively associated with PTSD (p < 5 × 10-6). PTSD-PRS was associated with PTSD diagnosis (Nagelkerke's pseudo R 2 = 0.0131, p = 0.00786), PTSD symptom severity [as measured by CAPS-5 total score (R 2 = 0.00856, p = 0.0367) and PCL-5 score (R 2 = 0.00737, p = 0.0353)], and MetS (Nagelkerke's pseudo R 2 = 0.00969, p = 0.0217). These findings suggest an association between PTSD and PARK2, corresponding with results from the largest PTSD-GWAS conducted to date. PRS analysis suggests that genetic variants associated with PTSD are also involved in the development of MetS. Overall, the results contribute to a broader goal of increasing diversity in psychiatric genetics.
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Affiliation(s)
- Patricia C. Swart
- Department of Psychiatry, Faculty of Medicine and Health Sciences, Stellenbosch University, Stellenbosch, South Africa
- South African Medical Research Council, Stellenbosch University Genomics of Brain Disorders Research Unit, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town, South Africa
| | - Leigh L. van den Heuvel
- Department of Psychiatry, Faculty of Medicine and Health Sciences, Stellenbosch University, Stellenbosch, South Africa
- South African Medical Research Council, Stellenbosch University Genomics of Brain Disorders Research Unit, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town, South Africa
| | - Cathryn M. Lewis
- Social, Genetic and Developmental Psychiatry Centre, King’s College London, London, United Kingdom
| | - Soraya Seedat
- Department of Psychiatry, Faculty of Medicine and Health Sciences, Stellenbosch University, Stellenbosch, South Africa
- South African Medical Research Council, Stellenbosch University Genomics of Brain Disorders Research Unit, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town, South Africa
| | - Sian M. J. Hemmings
- Department of Psychiatry, Faculty of Medicine and Health Sciences, Stellenbosch University, Stellenbosch, South Africa
- South African Medical Research Council, Stellenbosch University Genomics of Brain Disorders Research Unit, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town, South Africa
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Danan D, Todder D, Zohar J, Cohen H. Is PTSD-Phenotype Associated with HPA-Axis Sensitivity? Feedback Inhibition and Other Modulating Factors of Glucocorticoid Signaling Dynamics. Int J Mol Sci 2021; 22:ijms22116050. [PMID: 34205191 PMCID: PMC8200046 DOI: 10.3390/ijms22116050] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2021] [Revised: 05/27/2021] [Accepted: 05/28/2021] [Indexed: 01/12/2023] Open
Abstract
Previously, we found that basal corticosterone pulsatility significantly impacts the vulnerability for developing post-traumatic stress disorder (PTSD). Rats that exhibited PTSD-phenotype were characterized by blunted basal corticosterone pulsatility amplitude and a blunted corticosterone response to a stressor. This study sought to identify the mechanisms underlining both the loss of pulsatility and differences in downstream responses. Serial blood samples were collected manually via jugular vein cannula at 10-min intervals to evaluate suppression of corticosterone following methylprednisolone administration. The rats were exposed to predator scent stress (PSS) after 24 h, and behavioral responses were assessed 7 days post-exposure for retrospective classification into behavioral response groups. Brains were harvested for measurements of the glucocorticoid receptor, mineralocorticoid receptor, FK506-binding protein-51 and arginine vasopressin in specific brain regions to assess changes in hypothalamus–pituitary–adrenal axis (HPA) regulating factors. Methylprednisolone produced greater suppression of corticosterone in the PTSD-phenotype group. During the suppression, the PTSD-phenotype rats showed a significantly more pronounced pulsatile activity. In addition, the PTSD-phenotype group showed distinct changes in the ventral and dorsal CA1, dentate gyrus as well as in the paraventricular nucleus and supra-optic nucleus. These results demonstrate a pre-trauma vulnerability state that is characterized by an over-reactivity of the HPA and changes in its regulating factors.
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Affiliation(s)
- Dor Danan
- Anxiety and Stress Research Unit, Beer-Sheva Mental Health Center, Ministry of Health, Faculty of Health Sciences, Ben-Gurion University of the Negev, Beer-Sheva 84170, Israel; (D.D.); (D.T.)
| | - Doron Todder
- Anxiety and Stress Research Unit, Beer-Sheva Mental Health Center, Ministry of Health, Faculty of Health Sciences, Ben-Gurion University of the Negev, Beer-Sheva 84170, Israel; (D.D.); (D.T.)
| | - Joseph Zohar
- Post-Trauma Center, Sheba Medical Center, Tel Aviv 52621, Israel;
| | - Hagit Cohen
- Anxiety and Stress Research Unit, Beer-Sheva Mental Health Center, Ministry of Health, Faculty of Health Sciences, Ben-Gurion University of the Negev, Beer-Sheva 84170, Israel; (D.D.); (D.T.)
- Correspondence: ; Tel.: +972-544-369106
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Sheerin CM, Lancaster EE, York TP, Walker J, Danielson CK, Amstadter AB. Epigenome-Wide Study of Posttraumatic Stress Disorder Symptom Severity in a Treatment-Seeking Adolescent Sample. J Trauma Stress 2021; 34:607-615. [PMID: 33529416 PMCID: PMC8217087 DOI: 10.1002/jts.22655] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/07/2020] [Revised: 11/26/2020] [Accepted: 01/06/2021] [Indexed: 02/06/2023]
Abstract
Emerging research has demonstrated that psychosocial trauma exposure may elicit epigenetic changes, with downstream effects on the transcriptional regulation of genes. Epigenome-wide association studies (EWAS) offer an agnostic approach to examine DNA methylation (DNAm) associations and are a valuable tool to aid in the identification of biological pathways involved in posttraumatic stress disorder (PTSD). This study represents the first EWAS of PTSD in an adolescent sample, an important group given the significance of this developmental period regarding both DNAm changes and PTSD risk. The sample (n = 39, M age = 15.41 years, SD = 1.27, 84.6% female) comprised adolescents who experienced interpersonal trauma and were enrolled in a treatment study. Participants were assessed using the UCLA PTSD Reaction Index for DSM-IV-Adolescent Version and provided a blood sample at baseline. Genomic DNA was isolated from whole blood and assayed using the Illumina Infinium MethylationEPIC BeadChip. The primary analysis estimated the associations among individual CpG sites and PTSD symptom scores. Of the 793,575 screened probes tested, two were significant at a false discovery rate (FDR) < 10%. Hypomethylation of both sites was associated with increased PTSD symptom scores. Analysis of differentially methylated regions (DMR) identified a DMR associated with PTSD symptom scores at an FDR < 10%. Results from follow-up models are also discussed. Findings from this preliminary investigation suggest the importance of further research conducted in adolescent samples. The analytic pipeline and results are documented for use in future meta-analytic work as more such samples become available.
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Affiliation(s)
- Christina M. Sheerin
- Virginia Institute for Psychiatric and Behavioral Genetics, Virginia Commonwealth University, Richmond, Virginia, USA
| | - Eva E. Lancaster
- Virginia Institute for Psychiatric and Behavioral Genetics, Virginia Commonwealth University, Richmond, Virginia, USA,Department of Human and Molecular Genetics, Virginia Commonwealth University, Richmond, Virginia, USA
| | - Timothy P. York
- Virginia Institute for Psychiatric and Behavioral Genetics, Virginia Commonwealth University, Richmond, Virginia, USA,Department of Human and Molecular Genetics, Virginia Commonwealth University, Richmond, Virginia, USA
| | - Jesse Walker
- Department of Psychiatry and Behavioral Sciences, Medical University of South Carolina, Charleston, South Carolina, USA,Department of Psychology, University of Houston, Houston, Texas, USA
| | - Carla Kmett Danielson
- Department of Psychiatry and Behavioral Sciences, Medical University of South Carolina, Charleston, South Carolina, USA
| | - Ananda B. Amstadter
- Virginia Institute for Psychiatric and Behavioral Genetics, Virginia Commonwealth University, Richmond, Virginia, USA
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Abstract
This review examines the role of trauma in psychiatric morbidity and analogous psychoneurobiological changes. Trauma is a necessary criterion for Post-Traumatic Stress Disorder (PTSD), however, trauma history is highly correlated with a variety of psychiatric conditions. Some evidence suggests that Major Depressive Disorder (MDD) is the most common psychiatric condition that arises following trauma. Approximately 50% of PTSD cases present with co-morbid MDD. Overlapping symptomatology and neurobiology between these conditions underlie the debate over whether these phenomena result from problematic nosology or whether comorbid MDD + PTSD is a distinct phenotype of trauma-related psychopathology. Regardless, similar treatment approaches have been employed historically, with varying success. The drug-assisted psychotherapy treatment model, which combines pharmacological and psychotherapeutic approaches, is currently being trialled as a novel treatment approach in psychiatry. Both psilocybin- and 3,4-Methylenedioxymethamphetamine (MDMA)-assisted psychotherapy have received Food and Drug Administration 'breakthrough therapy' designation for the treatment of resistant MDD and PTSD, respectively. This paper reviews the therapeutic rationale of both psilocybin and MDMA for treating both trauma-related MDD and PTSD.
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Affiliation(s)
- Catherine I V Bird
- The Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - Nadav L Modlin
- The Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - James J H Rucker
- The Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK.,South London and Maudsley NHS Foundation Trust, London, UK
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Tamman AJF, Wendt FR, Pathak GA, Krystal JH, Montalvo-Ortiz JL, Southwick SM, Sippel LM, Gelernter J, Polimanti R, Pietrzak RH. Attachment Style Moderates Polygenic Risk for Posttraumatic Stress in United States Military Veterans: Results From the National Health and Resilience in Veterans Study. Biol Psychiatry 2021; 89:878-887. [PMID: 33276944 DOI: 10.1016/j.biopsych.2020.09.018] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/08/2020] [Revised: 09/15/2020] [Accepted: 09/15/2020] [Indexed: 12/21/2022]
Abstract
BACKGROUND A polygenic risk score (PRS) derived from genome-wide association studies of posttraumatic stress disorder (PTSD) may inform risk for this disorder. To date, however, no known study has examined whether social environmental factors such as attachment style may moderate the relation between PRS and PTSD. METHODS We evaluated main and interactive effects of PRS and attachment style on PTSD symptoms in a nationally representative sample of trauma-exposed European-American U.S. military veterans (N = 2030). PRS was derived from a genome-wide association study of PTSD re-experiencing symptoms (N = 146,660) in the Million Veteran Program cohort. Using one-sample Mendelian randomization with data from the UK Biobank (N = 115,099), we evaluated the effects of re-experiencing PRS and attachment style on PTSD symptoms. RESULTS Higher re-experiencing PRS and secure attachment style were independently associated with PTSD symptoms. A significant PRS-by-attachment style interaction was also observed (β = -.11, p = .006), with a positive association between re-experiencing PRS and PTSD symptoms observed only among veterans with an insecure attachment style. One-sample Mendelian randomization analyses suggested that the association between PTSD symptoms and attachment style is bidirectional. PRS enrichment analyses revealed a significant interaction between attachment style and a variant mapping to the IGSF11 gene (rs151177743, p = 2.1 × 10-7), which is implicated in regulating excitatory synaptic transmission and plasticity. CONCLUSIONS Attachment style may moderate polygenic risk for PTSD symptoms, and a novel locus implicated in synaptic transmission and plasticity may serve as a possible biological mediator of this association. These findings may help inform interpersonally oriented treatments for PTSD for individuals with high polygenic risk for this disorder.
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Affiliation(s)
| | - Frank R Wendt
- Department of Psychiatry, Yale University School of Medicine, New Haven, Connecticut
| | - Gita A Pathak
- Department of Psychiatry, Yale University School of Medicine, New Haven, Connecticut
| | - John H Krystal
- Clinical Neurosciences Division, U.S. Department of Veterans Affairs National Center for PTSD, VA Connecticut Healthcare System, New Haven, Connecticut; Department of Psychiatry, Yale University School of Medicine, New Haven, Connecticut
| | | | - Steven M Southwick
- Clinical Neurosciences Division, U.S. Department of Veterans Affairs National Center for PTSD, VA Connecticut Healthcare System, New Haven, Connecticut; Department of Psychiatry, Yale University School of Medicine, New Haven, Connecticut
| | - Lauren M Sippel
- Executive Division, National Center for PTSD, White River Junction, Vermont; Geisel School of Medicine at Dartmouth, Hanover, New Hampshire
| | - Joel Gelernter
- Clinical Neurosciences Division, U.S. Department of Veterans Affairs National Center for PTSD, VA Connecticut Healthcare System, New Haven, Connecticut; Department of Psychiatry, Yale University School of Medicine, New Haven, Connecticut
| | - Renato Polimanti
- Department of Psychiatry, Yale University School of Medicine, New Haven, Connecticut
| | - Robert H Pietrzak
- Clinical Neurosciences Division, U.S. Department of Veterans Affairs National Center for PTSD, VA Connecticut Healthcare System, New Haven, Connecticut; Department of Psychiatry, Yale University School of Medicine, New Haven, Connecticut
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Ponomareva OY, Ressler KJ. Genomic factors underlying sex differences in trauma-related disorders. Neurobiol Stress 2021; 14:100330. [PMID: 33997155 PMCID: PMC8102626 DOI: 10.1016/j.ynstr.2021.100330] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2021] [Revised: 04/11/2021] [Accepted: 04/17/2021] [Indexed: 12/26/2022] Open
Abstract
Post-traumatic stress disorder (PTSD) is a devastating illness with treatment that is effective in only approximately half of the population. This limited rate of response highlights the necessity for research into underlying individual biological mechanisms that mediate development and progression of this disease, allowing for identification of patient-specific treatments. PTSD has clear sex differences in both risk and symptom patterns. Thus, one approach is to characterize trauma-related changes between men and women who exhibit differences in treatment efficacy and response to trauma. Recent technological advances in sequencing have identified several genomic loci and transcriptional changes that are associated with post-trauma symptomatology. However, although the diagnosis of PTSD is more prevalent in women, the genetic factors underlying sex differences remain poorly understood. Here, we review recent work that highlights current understanding and limitations in the field of sex differences in PTSD and related symptomatology.
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Affiliation(s)
- Olga Y Ponomareva
- Neuropsychiatry Translational Research Fellowship Program, Boston VA Healthcare System, Boston, MA, USA.,McLean Hospital, Harvard Medical School, Belmont, MA, USA
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Pattinson CL, Guedes VA, Edwards K, Mithani S, Yun S, Taylor P, Dunbar K, Kim HS, Lai C, Roy MJ, Gill JM. Excessive daytime sleepiness is associated with altered gene expression in military personnel and veterans with posttraumatic stress disorder: an RNA sequencing study. Sleep 2021; 43:5802516. [PMID: 32191323 DOI: 10.1093/sleep/zsaa036] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2019] [Revised: 02/11/2020] [Indexed: 11/13/2022] Open
Abstract
STUDY OBJECTIVES Posttraumatic stress disorder (PTSD) is a common condition for military personnel and veterans. PTSD has been shown to impact gene expression, however, to date no study has examined comorbid conditions which may also impact gene expression, for example, excessive daytime sleepiness (EDS). As such, this study sought to examine gene expression using RNA sequencing across three group comparisons of military personnel and veterans: (1) PTSD with EDS (PTSDwEDS) versus PTSD without EDS (PTSDw/outEDS), (2) Controls (no PTSD or EDS) versus PTSDwEDS, and (3) Controls versus PTSDw/outEDS. METHODS We performed experimental RNA-seq using Illumina's HiSeq 2500 Sequencing System. We also used Ingenuity Pathway Analysis (IPA), a bioinformatics application, to identify gene pathways and networks which may be disrupted. RESULTS There were only two genes that were significantly dysregulated between the Controls and PTSDw/outEDS, therefore IPA analysis was not conducted. However, comparisons revealed that there was significant gene dysregulation between Controls and the PTSDwEDS (251 genes), and the PTSDwEDS versus the PTSDw/outEDS (1,873 genes) groups. Four candidate networks were identified via the IPA software for analysis. Significantly dysregulated genes across the four candidate networks were associated with sleep and circadian function, metabolism, mitochondrial production and function, ubiquitination, and the glutamate system. CONCLUSIONS These results suggest that PTSD with concurrent EDS is associated with gene dysregulation. This dysregulation may present additional biological and health consequences for these military personnel and veterans. Further research, to track these gene changes over time and to determine the cause of the EDS reported, is vital.
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Affiliation(s)
- Cassandra L Pattinson
- National Institutes of Nursing Research, National Institutes of Health, Bethesda, MD.,Institute for Social Science Research, University of Queensland, Indooroopilly, Queensland, Australia
| | - Vivian A Guedes
- National Institutes of Nursing Research, National Institutes of Health, Bethesda, MD
| | - Katie Edwards
- National Institutes of Nursing Research, National Institutes of Health, Bethesda, MD.,Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD
| | - Sara Mithani
- National Institutes of Nursing Research, National Institutes of Health, Bethesda, MD
| | - Sijung Yun
- National Institutes of Nursing Research, National Institutes of Health, Bethesda, MD.,Yotta Biomed, LLC, Bethesda, MD
| | - Patricia Taylor
- Institute for Social Science Research, University of Queensland, Indooroopilly, Queensland, Australia.,Center for Neuroscience and Regenerative Medicine, Uniformed Services University of the Health Sciences, Bethesda, MD
| | - Kerri Dunbar
- Institute for Social Science Research, University of Queensland, Indooroopilly, Queensland, Australia.,Center for Neuroscience and Regenerative Medicine, Uniformed Services University of the Health Sciences, Bethesda, MD
| | - Hyung-Suk Kim
- National Institutes of Nursing Research, National Institutes of Health, Bethesda, MD
| | - Chen Lai
- National Institutes of Nursing Research, National Institutes of Health, Bethesda, MD
| | - Michael J Roy
- Center for Neuroscience and Regenerative Medicine, Uniformed Services University of the Health Sciences, Bethesda, MD.,Department of Medicine, Uniformed Services University of the Health Sciences, Bethesda, MD
| | - Jessica M Gill
- National Institutes of Nursing Research, National Institutes of Health, Bethesda, MD
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Bountress KE, Vladimirov V, McMichael G, Taylor ZN, Hardiman G, Chung D, Adams ZW, Danielson CK, Amstadter AB. Gene Expression Differences Between Young Adults Based on Trauma History and Post-traumatic Stress Disorder. Front Psychiatry 2021; 12:581093. [PMID: 33897478 PMCID: PMC8060466 DOI: 10.3389/fpsyt.2021.581093] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/07/2020] [Accepted: 03/15/2021] [Indexed: 11/29/2022] Open
Abstract
Background: The purpose of this study was to identify gene expression differences associated with post-traumatic stress disorder (PTSD) and trauma exposure (TE) in a three-group study design comprised of those with and without trauma exposure and PTSD. Methods: We conducted gene expression and gene network analyses in a sample (n = 45) composed of female subjects of European Ancestry (EA) with PTSD, TE without PTSD, and controls. Results: We identified 283 genes differentially expressed between PTSD-TE groups. In an independent sample of Veterans (n = 78) a small minority of these genes were also differentially expressed. We identified 7 gene network modules significantly associated with PTSD and TE (Bonferroni corrected p ≤ 0.05), which at a false discovery rate (FDR) of q ≤ 0.2, were significantly enriched for biological pathways involved in focal adhesion, neuroactive ligand receptor interaction, and immune related processes among others. Conclusions: This study uses gene network analyses to identify significant gene modules associated with PTSD, TE, and controls. On an individual gene level, we identified a large number of differentially expressed genes between PTSD-TE groups, a minority of which were also differentially expressed in the independent sample. We also demonstrate a lack of network module preservation between PTSD and TE, suggesting that the molecular signature of PTSD and trauma are likely independent of each other. Our results provide a basis for the identification of likely disease pathways and biomarkers involved in the etiology of PTSD.
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Affiliation(s)
- Kaitlin E. Bountress
- Virginia Institute for Psychiatry and Behavioral Genetics, Virginia Commonwealth University (VCU), Richmond, VA, United States
| | - Vladimir Vladimirov
- Department of Psychiatry and Behavioral Sciences, College of Medicine Texas A&M University, Richmond, VA, United States
- Lieber Institute for Brain Development, Johns Hopkins University, Baltimore, MD, United States
| | - Gowon McMichael
- Virginia Institute for Psychiatry and Behavioral Genetics, Virginia Commonwealth University (VCU), Richmond, VA, United States
| | - Z. Nathan Taylor
- Virginia Institute for Psychiatry and Behavioral Genetics, Virginia Commonwealth University (VCU), Richmond, VA, United States
| | - Gary Hardiman
- Institute for Global Food Security, Queens University Belfast, Belfast, United Kingdom
| | - Dongjun Chung
- Department of Public Health Sciences, Medical University of South Carolina, Charleston, SC, United States
| | - Zachary W. Adams
- Department of Psychiatry, Indiana University of Medicine, Indianapolis, IN, United States
| | - Carla Kmett Danielson
- National Crime Victim Research and Treatment Center, Medical University of South Carolina, Charleston, SC, United States
- Department of Psychiatry and Behavioral Sciences, Medical University of South Carolina, Charleston, SC, United States
| | - Ananda B. Amstadter
- Virginia Institute for Psychiatry and Behavioral Genetics, Virginia Commonwealth University (VCU), Richmond, VA, United States
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Vinkers CH, Geuze E, van Rooij SJH, Kennis M, Schür RR, Nispeling DM, Smith AK, Nievergelt CM, Uddin M, Rutten BPF, Vermetten E, Boks MP. Successful treatment of post-traumatic stress disorder reverses DNA methylation marks. Mol Psychiatry 2021; 26:1264-1271. [PMID: 31645664 DOI: 10.1038/s41380-019-0549-3] [Citation(s) in RCA: 54] [Impact Index Per Article: 13.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/20/2019] [Revised: 07/28/2019] [Accepted: 08/19/2019] [Indexed: 11/09/2022]
Abstract
Epigenetic mechanisms play a role in the detrimental effects of traumatic stress and the development of post-traumatic stress disorder (PTSD). However, it is unknown whether successful treatment of PTSD restores these epigenetic marks. This study investigated longitudinal changes of blood-based genome-wide DNA methylation levels in relation to trauma-focused psychotherapy for PTSD in soldiers that obtained remission (N = 21), non-remitted PTSD patients (N = 23), and trauma-exposed military controls (N = 23). In an independent prospective cohort, we then examined whether these DMRs were also relevant for the development of deployment-related PTSD (N = 85). Successful treatment of PTSD was accompanied by significant changes in DNA methylation at 12 differentially methylated regions (DMRs) in the genes: APOB, MUC4, EDN2, ZFP57, GPX6, CFAP45, AFF3, TP73, UBCLP1, RPL13P, and two intergenic regions (p values < 0.0001 were confirmed using permutation and sensitivity analyses). Of the 12 DMRs related to PTSD symptom reduction, consistent prospective evidence was found for ZFP57 methylation changes related to changing PTSD symptoms (B = -0.84, t = -2.49, p = 0.014). Increasing ZFP57 methylation related to PTSD symptom reduction was present over and above the relation with symptoms, suggesting that psychological treatments exert biological effects independent of symptom reduction. Together, these data provide longitudinal evidence that ZFP57 methylation is involved in both the development and successful treatment of deployment-related PTSD. This study is a first step to disentangle the interaction between psychological and biological systems to identify genomic regions relevant for the etiology and treatment of stress-related disorders such as PTSD.
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Affiliation(s)
- Christiaan H Vinkers
- Department of Psychiatry, Amsterdam UMC (location VUmc)/GGZ inGeest, Amsterdam, The Netherlands. .,Department of Anatomy & Neurosciences, Amsterdam UMC (location VUmc), Amsterdam, The Netherlands.
| | - Elbert Geuze
- UMC Utrecht Brain Center, University Utrecht, Utrecht, The Netherlands.,Brain Research & Innovation Centre, Ministry of Defence, Utrecht, The Netherlands
| | - Sanne J H van Rooij
- Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta, GA, USA
| | - Mitzy Kennis
- Department of Clinical Psychology, Faculty of Social and Behavioural Sciences, Utrecht University, Utrecht, The Netherlands
| | - Remmelt R Schür
- UMC Utrecht Brain Center, University Utrecht, Utrecht, The Netherlands
| | - Danny M Nispeling
- UMC Utrecht Brain Center, University Utrecht, Utrecht, The Netherlands
| | - Alicia K Smith
- Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta, GA, USA.,Department of Gynecology and Obstetrics and Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, GA, USA
| | - Caroline M Nievergelt
- Department of Psychiatry, University of California, San Diego, La Jolla, CA, USA.,School for Mental Health and Neuroscience, Department of Psychiatry and Neuropsychology, Maastricht University Medical Centre, Maastricht, The Netherlands
| | - Monica Uddin
- Genomics Program, College of Public Health, University of South Florida, Tampa, FL, USA
| | - Bart P F Rutten
- School for Mental Health and Neuroscience, Department of Psychiatry and Neuropsychology, Maastricht University Medical Centre, Maastricht, The Netherlands
| | - Eric Vermetten
- Brain Research & Innovation Centre, Ministry of Defence, Utrecht, The Netherlands.,Department of Psychiatry, Leiden University Medical Center, Leiden, The Netherlands
| | - Marco P Boks
- UMC Utrecht Brain Center, University Utrecht, Utrecht, The Netherlands.
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49
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Stein MB, Yuh E, Jain S, Okonkwo DO, Mac Donald CL, Levin H, Giacino JT, Dikmen S, Vassar MJ, Diaz-Arrastia R, Robertson CS, Nelson LD, McCrea M, Sun X, Temkin N, Taylor SR, Markowitz AJ, Manley GT, Mukherjee P. Smaller Regional Brain Volumes Predict Posttraumatic Stress Disorder at 3 Months After Mild Traumatic Brain Injury. BIOLOGICAL PSYCHIATRY. COGNITIVE NEUROSCIENCE AND NEUROIMAGING 2021; 6:352-359. [PMID: 33386283 PMCID: PMC7946719 DOI: 10.1016/j.bpsc.2020.10.008] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/16/2020] [Revised: 09/10/2020] [Accepted: 10/13/2020] [Indexed: 01/07/2023]
Abstract
BACKGROUND Brain volumes in regions such as the hippocampus and amygdala have been associated with risk for the development of posttraumatic stress disorder (PTSD). The objective of this study was to determine whether a set of regional brain volumes, measured by magnetic resonance imaging at 2 weeks following mild traumatic brain injury, were predictive of PTSD at 3 and 6 months after injury. METHODS Using data from TRACK-TBI (Transforming Research and Clinical Knowledge in TBI), we included patients (N = 421) with Glasgow Coma Scale scores 13-15 assessed after evaluation in the emergency department and at 2 weeks, 3 months, and 6 months after injury. Probable PTSD diagnosis (PTSD Checklist for DSM-5 score, ≥33) was the outcome. FreeSurfer 6.0 was used to perform volumetric analysis of three-dimensional T1-weighted magnetic resonance images at 3T obtained 2 weeks post injury. Brain regions selected a priori for volumetric analyses were insula, hippocampus, amygdala, superior frontal cortex, rostral and caudal anterior cingulate, and lateral and medial orbitofrontal cortices. RESULTS Overall, 77 (18.3%) and 70 (16.6%) patients had probable PTSD at 3 and 6 months. A composite volume derived as the first principal component incorporating 73.8% of the variance in insula, superior frontal cortex, and rostral and caudal cingulate contributed to the prediction of 3-month (but not 6-month) PTSD in multivariable models incorporating other established risk factors. CONCLUSIONS Results, while needing replication, provide support for a brain reserve hypothesis of PTSD and proof of principle for how prediction of at-risk individuals might be accomplished to enhance prognostic accuracy and enrich clinical prevention trials for individuals at the highest risk of PTSD following mild traumatic brain injury.
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Affiliation(s)
- Murray B Stein
- Department of Psychiatry, University of California San Diego, La Jolla, California; Herbert Wertheim School of Public Health and Human Longevity Science, University of California San Diego, La Jolla, California; VA San Diego Healthcare System, San Diego, California.
| | - Esther Yuh
- Department of Radiology and Biomedical Imaging, University of California San Francisco, San Francisco, California; Department of Bioengineering and Therapeutic Sciences, University of California San Francisco, San Francisco, California
| | - Sonia Jain
- Herbert Wertheim School of Public Health and Human Longevity Science, University of California San Diego, La Jolla, California
| | - David O Okonkwo
- Department of Neurological Surgery, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania
| | | | - Harvey Levin
- Department of Neurosurgery, Baylor College of Medicine, Houston, Texas
| | - Joseph T Giacino
- Department of Physical Medicine and Rehabilitation, Harvard Medical School, Boston, Massachusetts; Spaulding Rehabilitation Hospital, Charlestown, Massachusetts
| | - Sureyya Dikmen
- Department of Neurological Surgery, University of Washington, Seattle, Washington
| | - Mary J Vassar
- Department of Neurological Surgery, University of California San Francisco, San Francisco, California; Brain and Spinal Cord Injury Center, Zuckerberg San Francisco General Hospital and Trauma Center, San Francisco, California
| | - Ramon Diaz-Arrastia
- Department of Neurology, University of Pennsylvania, Philadelphia, Pennsylvania
| | | | - Lindsay D Nelson
- Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, Wisconsin; Department of Neurology, Medical College of Wisconsin, Milwaukee, Wisconsin
| | - Michael McCrea
- Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, Wisconsin; Department of Neurology, Medical College of Wisconsin, Milwaukee, Wisconsin
| | - Xiaoying Sun
- Herbert Wertheim School of Public Health and Human Longevity Science, University of California San Diego, La Jolla, California
| | - Nancy Temkin
- Department of Neurological Surgery, University of Washington, Seattle, Washington
| | - Sabrina R Taylor
- Department of Neurological Surgery, University of California San Francisco, San Francisco, California; Brain and Spinal Cord Injury Center, Zuckerberg San Francisco General Hospital and Trauma Center, San Francisco, California
| | - Amy J Markowitz
- Brain and Spinal Cord Injury Center, Zuckerberg San Francisco General Hospital and Trauma Center, San Francisco, California.
| | - Geoffrey T Manley
- Department of Neurological Surgery, University of California San Francisco, San Francisco, California; Brain and Spinal Cord Injury Center, Zuckerberg San Francisco General Hospital and Trauma Center, San Francisco, California
| | - Pratik Mukherjee
- Department of Radiology and Biomedical Imaging, University of California San Francisco, San Francisco, California; Department of Bioengineering and Therapeutic Sciences, University of California San Francisco, San Francisco, California
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50
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Blum K, McLaughlin T, Modestino EJ, Baron D, Bowirrat A, Brewer R, Steinberg B, Roy AK, Febo M, Badgaiyan RD, Gold MS. Epigenetic Repair of Terrifying Lucid Dreams by Enhanced Brain Reward Functional Connectivity and Induction of Dopaminergic Homeostatic Signaling. ACTA ACUST UNITED AC 2021; 10. [PMID: 34707968 DOI: 10.2174/2211556010666210215153513] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
During Lucid Dreams, the dreamer is aware, experiences the dream as if fully awake, and may control the dream content. The dreamer can start, stop, and restart dreaming, depending on the nature and pleasantness of the dream. For patients with Reward Deficiency Syndrome (RDS) behaviors, like Attention Deficit Hyperactivity Disorder (ADHD), Tourette's- Syndrome, and Posttraumatic Stress Disorder (PTSD), the dream content may be pleasant, unpleasant, or terrifying. A sample of psychiatric center patients identified as having RDS reported the effectiveness of a neuronutrient, dopamine agonist, KB200Z, in combating terrifying, lucid dreaming. These reports motivated the study of eight clinical cases with known histories of substance abuse, childhood abuse, and PTSD. The administration of KB200Z, associated with eliminating unpleasant or terrifying lucid dreams in 87.5% of the cases. Subsequently, other published cases have further established the possibility of the long-term elimination of terrifying dreams in PTSD and ADHD patients. Induction of dopamine homeostasis may mitigate the effects of neurogenetic and epigenetic changes in neuroplasticity, identified in the pathogenesis of PTSD and ADHD. The article explores how relief of terrifying lucid dreams may benefit from modulation of dopaminergic signaling activated by the administration of a neuronutrient. Recently, precision formulations of the KB220 neuronutrient guided by Genetic Addiction Risk Score (GARS) test results have been used to repair inheritable deficiencies within the brain reward circuitry. The proposition is that improved dopamine transmodulational signaling may stimulate positive cognitive recall and subsequently attenuate the harmful epigenetic insults from trauma.
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Affiliation(s)
- Kenneth Blum
- Western University Health Sciences, Pomona, CA., USA.,Department Psychiatry, Wright University, Boonshoff School of Medicine, Dayton, OH., USA.,Division of Neuroscience & Addiction Research Therapy, Pathway Healthcare, Birmingham, AL., USA.,Division of Nutrigenomics, Geneus Genomic Testing Center, Geneus Health, LLC., San Antonio, TX., USA.,Institute of Psychology, ELTE Eötvös Loránd University, Budapest, Hungary
| | | | | | - David Baron
- Department Psychiatry, Wright University, Boonshoff School of Medicine, Dayton, OH., USA
| | - Abdalla Bowirrat
- Department of Neuroscience and Genetics, Interdisciplinary Center Herzliya, Israel
| | - Raymond Brewer
- Division of Nutrigenomics, Geneus Genomic Testing Center, Geneus Health, LLC., San Antonio, TX., USA
| | | | - A Kenison Roy
- Department of Psychiatry, School of Medicine, University of Tulane, New Orleans, LA., USA
| | - Marcello Febo
- Department of Psychiatry, McKnight Brain Institute, University of Florida, School of Medicine, Gainesville, FL.USA
| | - Rajendra D Badgaiyan
- Department of Psychiatry, Ichan School of Medicine, Mount Sinai Hospital, New York, NY.& Department of Psychiatry, South Texas Veteran Health Care System, Audie L. Murphy Memorial VA Hospital, San Antonio, TX, Long School of Medicine, University of Texas Medical Center, San Antonio, TX, USA
| | - Marks S Gold
- Department of Psychiatry, Washington University School of Medicine, St. Louis, Mo. USA
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