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Maayan L, Kalanthroff E, Cohen E, Neria Y. Potential metabolic sequelae to the terrorist attack of October 7th, 2023. J Psychiatr Res 2025; 182:452-461. [PMID: 39892214 DOI: 10.1016/j.jpsychires.2025.01.033] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/29/2024] [Revised: 12/17/2024] [Accepted: 01/15/2025] [Indexed: 02/03/2025]
Abstract
OBJECTIVE/HYPOTHESIS Evaluate cardiometabolic risk as a potential sequel to a mass terrorist attack using October 7th, 2023 as a focus. METHODS Narrative review surveying PubMed, PsycNet, UN and Council on Foreign Relations websites on. 1. PTSD following terrorism, rocket attacks and conflict related sexual violence. 2. The relationship between cardiometabolic illness and PTSD. 3. Humoral, genetic and epigenetic mechanisms relating cardiometabolic risk, inflammation and PTSD. 4. Treatments for PTSD and associated cardiometabolic risk factors and their effectiveness. FINDINGS Cardiometabolic sequelae occur after trauma. This is most pronounced when trauma, sexual or violence related, occurs during childhood. The risk of cardiometabolic sequelae increases with PTSD diagnosis in adults. Inflammation as well as genes related to inflammatory function (e.g. FKBP5, AHRR, NR3C1) impact vulnerability to PTSD, response to treatment and cardiometabolic outcomes. Treatments for PTSD appear somewhat more effective at lowering cardiometabolic risk in civilian, rather than military populations. There is little published research on directly treating cardiometabolic sequelae of PTSD. CONCLUSIONS Israelis, particularly those with exposure to the terror events of October 7, 2023 should be screened for psychological and metabolic sequelae. This should occur in a primary care setting and be part of observational research to help understand relationships between trauma, metabolic outcomes and their treatment.
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Affiliation(s)
- Lawrence Maayan
- New York State Psychiatric Institute, 1051 Riverside Drive, New York, NY, USA.
| | - Eyal Kalanthroff
- Department of Psychiatry, Columbia College of Physicians and Surgeons, USA; Department of Psychology, The Hebrew University of Jerusalem, Israel
| | - Ezra Cohen
- Binghamton University, State University of New York, USA
| | - Yuval Neria
- New York State Psychiatric Institute, 1051 Riverside Drive, New York, NY, USA; Department of Psychiatry, Columbia College of Physicians and Surgeons, USA; Department of Epidemiology, Columbia College of Physicians and Surgeons, USA
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Rajasekera TA, Joseph A, Pan H, Dreyfuss JM, Fida D, Wilson J, Behee M, Fichorova RN, Cinar R, Spagnolo PA. Sex Differences in Endocannabinoid and Inflammatory Markers Associated with Posttraumatic Stress Disorder. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2025:2025.01.13.25320467. [PMID: 39974010 PMCID: PMC11838936 DOI: 10.1101/2025.01.13.25320467] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 02/21/2025]
Abstract
Background Posttraumatic stress disorder (PTSD) is one of the most sex-polarized psychiatric disorders, with women exhibiting twice the prevalence of men. The biological mechanisms underlying this sex disparity are not fully understood. Growing evidence suggests that alterations of the stress-buffering endocannabinoid (eCB) system and heightened inflammation are central to PTSD pathophysiology and may contribute to sex-biases in PTSD risk and severity. Here, we examined sex-differences in levels of circulating eCBs and peripheral pro-inflammatory markers in a cohort of men and women with PTSD and non-psychiatric controls. Methods 88 individuals with PTSD and 85 sex- and age- matched controls (HC) were retrospectively selected from the Mass General Brigham Biobank. Serum was assayed to measure circulating eCBs [anandamide (AEA), 2-arachidonyl glycerol (2-AG), oleoylethanolamide (OEA), and arachidonic acid (AA] and inflammatory markers [interleukin-1β (IL-1β), IL-6, IL-8, IL-18, tumor necrosis factor-alpha (TNFα), and C-reactive Protein (CRP)]. Linear regression was used to predict differential abundance of each analyte by disease state (PTSD/HC) within the male and female subgroups. Two-sided t-tests with Benjamini-Hochberg correction were used to examine differences across subgroups. Analyses were repeated in those with comorbid major depressive disorder. Results Male PTSD patients showed a significant decrease in AEA, AA and OEA levels compared to male controls (p's < .001) and to female subgroups (PTSD and HCs) (p< .001). In contrast, among females, PTSD patients showed elevated levels of IL-6 (p<.05) and IL-8 (p<.05). Both male and female PTSD patients exhibited an increase in TNFα concentrations (p<.05), compared to HCs. Similar results were obtained in the subgroup of individuals with comorbid MDD and after controlling for the FAAH 385A genotype. Conclusions Our findings show for the first time that decrease in eCB levels is absent in women with PTSD, who in turn exhibit a broader increase in inflammatory markers, thus suggesting that biological perturbations underlying PTSD may vary by sex.
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Affiliation(s)
- Therese A Rajasekera
- Department of Psychiatry, Brigham and Women's Hospital, Boston, MA, USA
- Connors Center for Women's Health and Gender Biology, Brigham and Women's Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Anna Joseph
- Department of Psychiatry, Brigham and Women's Hospital, Boston, MA, USA
| | - Hui Pan
- Harvard Catalyst, Boston, MA, USA
| | | | - Doruntina Fida
- Department of Psychiatry, Brigham and Women's Hospital, Boston, MA, USA
| | - Julie Wilson
- Department of Psychiatry, Brigham and Women's Hospital, Boston, MA, USA
| | - Madeline Behee
- Section on Fibrotic Disorders, National Institute on Alcohol Abuse and Alcoholism, NIH, Bethesda, MD 20892, USA
| | - Raina N Fichorova
- Harvard Medical School, Boston, MA, USA
- Department of Obstetrics, Gynecology and Reproductive Biology, Brigham and Women's Hospital, Boston, MA, USA
| | - Resat Cinar
- Section on Fibrotic Disorders, National Institute on Alcohol Abuse and Alcoholism, NIH, Bethesda, MD 20892, USA
| | - Primavera A Spagnolo
- Department of Psychiatry, Brigham and Women's Hospital, Boston, MA, USA
- Connors Center for Women's Health and Gender Biology, Brigham and Women's Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
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3
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Ricon-Becker I, Cole SW. Transcriptomics and psychotherapy: An integrative review. Brain Behav Immun Health 2024; 42:100867. [PMID: 39881816 PMCID: PMC11776085 DOI: 10.1016/j.bbih.2024.100867] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2024] [Revised: 08/25/2024] [Accepted: 09/16/2024] [Indexed: 01/31/2025] Open
Abstract
Gold-standard psychotherapies like cognitive-behavioral therapy (CBT) show beneficial effects, but patient responses vary, indicating a need to predict and optimize treatment efficacy. Gene expression analysis may offer insights into the interplay between psychosocial processes and biological factors that impact psychopathology and therapeutic response. This integrative review examines 17 studies that assess gene expression in the context of psychotherapy, highlighting innovative frameworks for incorporating gene expression analysis in diagnosis, predicting treatment response, and monitoring treatment progress. Current evidence points to transcriptional control pathways downstream of the hypothalamic-pituitary-adrenal (HPA)-axis and sympathetic nervous system (SNS) signaling pathways, particularly their effects on immune cells (e.g., pro-inflammatory processes and wound healing), as key areas for future research. Higher-level pathway analyses, whether theory-based or empirically driven, appear to offer the most robust framework for future studies. This review also discusses significant limitations of current literature and proposes directions for future research.
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Affiliation(s)
- Itay Ricon-Becker
- Cousins Center for Psychoneuroimmunology, Semel Institute for Neuroscience and Human Behavior, UCLA, Los Angeles, CA, USA
- Department of Psychiatry and Biobehavioral Sciences, UCLA, Los Angeles, CA, USA
| | - Steve W. Cole
- Cousins Center for Psychoneuroimmunology, Semel Institute for Neuroscience and Human Behavior, UCLA, Los Angeles, CA, USA
- Department of Psychiatry and Biobehavioral Sciences, UCLA, Los Angeles, CA, USA
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4
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Lee A, Thuras P, Baller J, Jiao C, Guo B, Erbes CR, Polusny MA, Liu C, Wu B, Lim KO, Bishop JR. Serotonin Transporter (SLC6A4) and FK506-Binding Protein 5 (FKBP5) Genotype and Methylation Relationships with Response to Meditation in Veterans with PTSD. Mol Neurobiol 2024; 61:9608-9622. [PMID: 38671329 DOI: 10.1007/s12035-024-04096-6] [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: 11/21/2022] [Accepted: 03/04/2024] [Indexed: 04/28/2024]
Abstract
Meditation-based interventions are novel and effective non-pharmacologic treatments for veterans with PTSD. We examined relationships between treatment response, early life trauma exposure, DNA polymorphisms, and methylation in the serotonin transporter (SLC6A4) and FK506-binding protein 5 (FKBP5) genes. DNA samples and clinical outcomes were examined in 72 veterans with PTSD who received meditation-based therapy in two separate studies of mindfulness-based stress reduction (MBSR) and Transcendental Meditation (TM). The PTSD Checklist was administered to assess symptoms at baseline and after 9 weeks of meditation intervention. We examined the SLC6A4 promoter (5HTTLPR_L/S insertion/deletion + rs25531_A/G) polymorphisms according to previously defined gene expression groups, and the FKBP5 variant rs1360780 previously associated with PTSD disease risk. Methylation for CpG sites of SLC6A4 (28 sites) and FKBP5 (45 sites) genes was quantified in DNA samples collected before and after treatment. The 5HTTLPR LALA high expression genotype was associated with greater symptom improvement in participants exposed to early life trauma (p = 0.015). Separately, pre to post-treatment change of DNA methylation in a group of nine FKBP5 CpG sites was associated with greater symptom improvement (OR = 2.8, 95% CI 1.1-7.1, p = 0.027). These findings build on a wealth of existing knowledge regarding epigenetic and genetic relationships with PTSD disease risk to highlight the potential importance of SLC6A4 and FKBP5 for treatment mechanisms and as biomarkers of symptom improvement.
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Affiliation(s)
- Adam Lee
- Department of Experimental and Clinical Pharmacology, University of Minnesota College of Pharmacy, Room 7-115 Weaver-Densford Hall, 308 Harvard St SE, Minneapolis, MN, 55455, USA
| | - Paul Thuras
- Department of Psychiatry and Behavioral Sciences, University of Minnesota Medical School, Minneapolis, MN, USA
- Minneapolis Veterans Affairs Health Care System, Minneapolis, MN, USA
| | - Joshua Baller
- Minnesota Supercomputing Institute, University of Minnesota, Minneapolis, MN, USA
| | - Chuan Jiao
- Department of Psychiatry, State University of New York Upstate Medical University, Syracuse, NY, USA
- Institute of Psychiatry and Neuroscience of Paris (IPNP), INSERM U1266, Team Krebs, Université Paris Cité, 75014, Paris, France
| | - Bin Guo
- Division of Biostatistics, University of Minnesota, Minneapolis, MN, USA
| | - Christopher R Erbes
- Department of Psychiatry and Behavioral Sciences, University of Minnesota Medical School, Minneapolis, MN, USA
- Minneapolis Veterans Affairs Health Care System, Minneapolis, MN, USA
- Center for Care Delivery and Outcomes Research, Minneapolis Veterans Affairs Health Care System, Minneapolis, MN, USA
| | - Melissa A Polusny
- Department of Psychiatry and Behavioral Sciences, University of Minnesota Medical School, Minneapolis, MN, USA
- Minneapolis Veterans Affairs Health Care System, Minneapolis, MN, USA
- Center for Care Delivery and Outcomes Research, Minneapolis Veterans Affairs Health Care System, Minneapolis, MN, USA
| | - Chunyu Liu
- Department of Psychiatry, State University of New York Upstate Medical University, Syracuse, NY, USA
| | - Baolin Wu
- Department of Epidemiology and Biostatistics, Program in Public Health, University of California-Irvine, Irvine, CA, USA
| | - Kelvin O Lim
- Department of Psychiatry and Behavioral Sciences, University of Minnesota Medical School, Minneapolis, MN, USA
- Minneapolis Veterans Affairs Health Care System, Minneapolis, MN, USA
- Geriatric Research, Education, and Clinical Center, Minneapolis VA Health Care System, Minneapolis, MN, USA
| | - Jeffrey R Bishop
- Department of Experimental and Clinical Pharmacology, University of Minnesota College of Pharmacy, Room 7-115 Weaver-Densford Hall, 308 Harvard St SE, Minneapolis, MN, 55455, USA.
- Department of Psychiatry and Behavioral Sciences, University of Minnesota Medical School, Minneapolis, MN, USA.
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Cardona-Jordan KM, Lay-Rivera XX, Cartagena-López E, Bracho-Rincón DL, González-Bermejo R, Alvarado-Monefeldt GL, Del Toro JPG, Esquilín-Rodríguez CJ, Lloret-Torres M, Velázquez-Marrero C. Sex Differences in Contextual Extinction Learning After Single Binge-Like EtOH Exposure in Adolescent C57BL/6J Mice. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.10.25.620195. [PMID: 39484582 PMCID: PMC11527338 DOI: 10.1101/2024.10.25.620195] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/03/2024]
Abstract
The relationship between chronic heavy drinking and post-traumatic stress disorder (PTSD) is well-documented; however, the impact of more common drinking patterns, such as a single episode leading to a blood alcohol concentration (BAC) of 0.09 g/dL (moderate intoxication), remains underexplored. Given the frequent co-occurrence of PTSD and alcohol misuse, it is essential to understand the biological and behavioral factors driving this comorbidity. We hypothesize that alcohol's immediate sedative effects are coupled with the development of persistent molecular alcohol tolerance, which may disrupt fear extinction learning. To investigate this, we employed a S ingle E pisode E thanol (SEE) in-vivo exposure to mimic binge-like alcohol consumption over a 6-hour period, following contextual conditioning trials. Extinction trials were conducted 24 hours later to assess the effects on extinction learning. Our findings reveal a significant deficit in fear extinction learning in alcohol-treated adolescent male mice compared to saline-treated controls, with no such effects observed in female adolescent mice. These results suggest that even non-chronic alcohol exposure may contribute to the development of trauma- and stress-related disorders, such as PTSD, in males. Additionally, histological analysis revealed significant alterations in FKBP5, β-catenin, and GSK-3β levels in the hippocampus, striatum, and basolateral amygdala of alcohol-treated mice following extinction. The insights gained from this study could reshape our understanding of the risk factors for PTSD and open new avenues for prevention and treatment, targeting the molecular mechanisms that mediate alcohol tolerance.
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Affiliation(s)
- Kiara M Cardona-Jordan
- University of Puerto Rico, Medical Sciences Campus, Dr. Jose Celso Barbosa, San Juan, PR, 00936
| | - Xiany X Lay-Rivera
- University of Puerto Rico, Medical Sciences Campus, Dr. Jose Celso Barbosa, San Juan, PR, 00936
| | - Eliezer Cartagena-López
- Institute of Neurobiology, UPR-Medical Sciences Campus, 201 Blvd del Valle, San Juan, PR, 00901
| | - Dina L Bracho-Rincón
- Neuroimaging and Electrophysiology Facility - Institute of Neurobiology, 201 Blvd del Valle, San Juan, PR, 00901
| | - Ruth González-Bermejo
- Institute of Neurobiology, UPR-Medical Sciences Campus, 201 Blvd del Valle, San Juan, PR, 00901
| | | | | | | | - Mario Lloret-Torres
- University of Puerto Rico, Medical Sciences Campus, Dr. Jose Celso Barbosa, San Juan, PR, 00936
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6
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Choi J, Hall CB, Clouston SAP, Cleven KL, Mann FD, Luft BJ, Zammit AR. Cross-sectional association between posttraumatic stress and cognition is moderated by pulmonary functioning in world trade center responders. Am J Ind Med 2024; 67:823-833. [PMID: 38943489 PMCID: PMC11629573 DOI: 10.1002/ajim.23631] [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: 11/07/2023] [Revised: 04/18/2024] [Accepted: 06/11/2024] [Indexed: 07/01/2024]
Abstract
BACKGROUND Posttraumatic stress disorder (PTSD) symptomatology and poorer pulmonary function are highly prevalent psychiatric and medical conditions. In the present study, we tested for the individual, additive, and modifying associations of PTSD symptomatology and pulmonary function with cognitive performance. METHODS In this cross-sectional study, a total of 1,401 World Trade Center (WTC) responders (mean age = 53, SD = 8 years, 92% males) participated in the study. Cogstate assessment measured cognitive performance. PTSD symptomatology was measured using the trauma-specific version of the posttraumatic stress disorder checklist (PCL-17) adapted for the WTC attacks. The 1-second forced expiratory volume and forced vital capacity (FEV1/FVC) ratio was used to measure pulmonary function. Linear regressions with cognitive performance as the outcome were conducted to assess individual, additive, and moderating associations of PTSD symptomatology and pulmonary function. RESULTS Higher PTSD symptomatology and poorer pulmonary function were negatively associated with cognitive performance. A 10% increase on the FEV1/FVC ratio moderated the association between PTSD symptomatology and cognition, whereby its association with cognition was stronger when PTSD symptomatology was higher (est. = 0.01, 95%CI = 0.004, 0.01, p < 0.001). When stratified by responder type, these associations persisted in trained (est. = 0.01, 95%CI = 0.01, 0.02, p < 0.001), but not in non-trained (est. = 0.004, 95% C.I. = -0.01, 0.02, p = 0.39) responders. CONCLUSIONS In the presence of higher PTSD, better pulmonary functioning is associated with better cognitive performance. Early intervention efforts to mitigate preventable cognitive decline in high-risk populations should be studied, especially since intervention in one modality may have an impact on others.
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Affiliation(s)
- Jaeun Choi
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, New York, USA
| | - Charles B. Hall
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, New York, USA
- The Saul R Korey Department of Neurology, Albert Einstein College of Medicine, Bronx, New York, USA
| | - Sean A. P. Clouston
- Department of Family, Population and Preventive Medicine, Renaissance School of Medicine at Stony Brook University, Stony Brook, New York, USA
| | - Krystal L. Cleven
- Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, New York, USA
| | - Frank D. Mann
- Department of Family, Population and Preventive Medicine, Renaissance School of Medicine at Stony Brook University, Stony Brook, New York, USA
| | - Benjamin J. Luft
- World Trade Center Program Clinical Center of Excellence, Renaissance School of Medicine at Stony Brook University, Stony Brook, New York, USA
- Department of Medicine, Renaissance School of Medicine at Stony Brook University, Stony Brook, New York, USA
| | - Andrea R. Zammit
- Rush Alzheimer’s Disease Center, Rush University Medical Center, Chicago, Illinois, USA
- Department of Psychiatry and Behavioral Sciences, Rush University Medical Center, Chicago, Illinois, USA
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7
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Yuan Y, Xu Q, Wani A, Dahrendorff J, Wang C, Shen A, Donglasan J, Burgan S, Graham Z, Uddin M, Wildman D, Qu A. Differentially expressed heterogeneous overdispersion genes testing for count data. PLoS One 2024; 19:e0300565. [PMID: 39018275 PMCID: PMC11253971 DOI: 10.1371/journal.pone.0300565] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2023] [Accepted: 02/29/2024] [Indexed: 07/19/2024] Open
Abstract
The mRNA-seq data analysis is a powerful technology for inferring information from biological systems of interest. Specifically, the sequenced RNA fragments are aligned with genomic reference sequences, and we count the number of sequence fragments corresponding to each gene for each condition. A gene is identified as differentially expressed (DE) if the difference in its count numbers between conditions is statistically significant. Several statistical analysis methods have been developed to detect DE genes based on RNA-seq data. However, the existing methods could suffer decreasing power to identify DE genes arising from overdispersion and limited sample size, where overdispersion refers to the empirical phenomenon that the variance of read counts is larger than the mean of read counts. We propose a new differential expression analysis procedure: heterogeneous overdispersion genes testing (DEHOGT) based on heterogeneous overdispersion modeling and a post-hoc inference procedure. DEHOGT integrates sample information from all conditions and provides a more flexible and adaptive overdispersion modeling for the RNA-seq read count. DEHOGT adopts a gene-wise estimation scheme to enhance the detection power of differentially expressed genes when the number of replicates is limited as long as the number of conditions is large. DEHOGT is tested on the synthetic RNA-seq read count data and outperforms two popular existing methods, DESeq2 and EdgeR, in detecting DE genes. We apply the proposed method to a test dataset using RNAseq data from microglial cells. DEHOGT tends to detect more differently expressed genes potentially related to microglial cells under different stress hormones treatments.
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Affiliation(s)
- Yubai Yuan
- Department of Statistics, The Pennsylvania State University, State College, PA, United States of America
| | - Qi Xu
- Department of Statistics, University of California Irvine, Irvine, CA, United States of America
| | - Agaz Wani
- Genomics Program, College of Public Health, University of South Florida, Tampa, FL, United States of America
| | - Jan Dahrendorff
- Genomics Program, College of Public Health, University of South Florida, Tampa, FL, United States of America
| | - Chengqi Wang
- Genomics Program, College of Public Health, University of South Florida, Tampa, FL, United States of America
| | - Arlina Shen
- University of California Berkeley, Berkeley, CA, United States of America
| | - Janelle Donglasan
- Genomics Program, College of Public Health, University of South Florida, Tampa, FL, United States of America
| | - Sarah Burgan
- Genomics Program, College of Public Health, University of South Florida, Tampa, FL, United States of America
| | - Zachary Graham
- Genomics Program, College of Public Health, University of South Florida, Tampa, FL, United States of America
| | - Monica Uddin
- Genomics Program, College of Public Health, University of South Florida, Tampa, FL, United States of America
| | - Derek Wildman
- Genomics Program, College of Public Health, University of South Florida, Tampa, FL, United States of America
| | - Annie Qu
- Department of Statistics, University of California Irvine, Irvine, CA, United States of America
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8
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Bolouki A. Role of Epigenetic Modification in the Intergeneration Transmission of War Trauma. Indian J Clin Biochem 2024; 39:312-321. [PMID: 39005862 PMCID: PMC11239641 DOI: 10.1007/s12291-023-01136-1] [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: 09/13/2022] [Accepted: 04/25/2023] [Indexed: 07/16/2024]
Abstract
War trauma has been linked to changes in the neuroendocrine and immunological systems and increases the risk of physical disorders. Traumatic events during the war may have long-term repercussions on psychological and biological parameters in future generations, implying that traumatic stress may have transgenerational consequences. This article addresses how epigenetic mechanisms, which are a key biological mechanism for dynamic adaptation to environmental stressors, may help explain the long-term and transgenerational consequences of trauma. In war survivors, epigenetic changes in genes mediating the hypothalamus-pituitary-adrenal axis, as well as the immune system, have been reported. These genetic modifications may cause long-term changes in the stress response as well as physical health risks. Also, the finding of biomarkers for diagnosing the possibility of psychiatric illnesses in people exposed to stressful conditions such as war necessitates extensive research. While epigenetic research has the potential to further our understanding of the effects of trauma, the findings must be interpreted with caution because epigenetic molecular mechanisms is only one piece of a complicated puzzle of interwoven biological and environmental components.
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Affiliation(s)
- Ayeh Bolouki
- Clinical Biochemistry Department, School of Medicine, Shiraz University of Medical Sciences, Shiraz, Iran
- Research Unit on Cellular Biology (URBC), University of Namur, Namur, Belgium
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9
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Irizarry-Méndez N, Criado-Marrero M, Hernandez A, Colón M, Porter JT. Reducing FKBP51 Expression in the Ventral Hippocampus Decreases Auditory Fear Conditioning in Male Rats. Int J Mol Sci 2024; 25:7097. [PMID: 39000204 PMCID: PMC11241630 DOI: 10.3390/ijms25137097] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2024] [Revised: 06/18/2024] [Accepted: 06/20/2024] [Indexed: 07/16/2024] Open
Abstract
Fear conditioning evokes a physiologic release of glucocorticoids that assists learning. As a cochaperone in the glucocorticoid receptor complex, FKBP51 modulates stress-induced glucocorticoid signaling and may influence conditioned fear responses. This study combines molecular and behavioral approaches to examine whether locally reducing FKBP51 expression in the ventral hippocampus is sufficient to affect fear-related behaviors. We hypothesized that reducing FKBP51 expression in the VH would increase glucocorticoid signaling to alter auditory fear conditioning. Adult male rats were injected with an adeno-associated virus (AAV) vector expressing short hairpin - RNAs (shRNA) targeting FKBP5 into the ventral hippocampus to reduce FKBP5 levels or a control AAV. Infusion of FKBP5-shRNA into the ventral hippocampus decreased auditory fear acquisition and recall. Although animals injected with FKBP5-shRNA showed less freezing during extinction recall, the difference was due to a reduced fear recall rather than improved extinction. Reducing ventral hippocampus FKBP51 did not affect exploratory behavior in either the open field test or the elevated zero maze test but did increase passive behavior in the forced swim test, suggesting that the reduction in auditory fear recall was not due to more active responses to acute stress. Furthermore, lower ventral hippocampus FKBP51 levels did not alter corticosterone release in response to restraint stress, suggesting that the reduced fear recall was not due to lower corticosterone release. Our findings suggest FKBP51 in the ventral hippocampus plays a selective role in modulating fear-learning processes and passive behavioral responses to acute stress rather than hypothalamic-pituitary-adrenal axis reactivity or exploratory responses.
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Affiliation(s)
- Nashaly Irizarry-Méndez
- Department of Basic Sciences, Ponce Research Institute, Ponce Health Sciences University, Ponce 00716, Puerto Rico; (N.I.-M.)
| | | | - Anixa Hernandez
- Department of Basic Sciences, Ponce Research Institute, Ponce Health Sciences University, Ponce 00716, Puerto Rico; (N.I.-M.)
| | - Maria Colón
- Department of Basic Sciences, Ponce Research Institute, Ponce Health Sciences University, Ponce 00716, Puerto Rico; (N.I.-M.)
| | - James T. Porter
- Department of Basic Sciences, Ponce Research Institute, Ponce Health Sciences University, Ponce 00716, Puerto Rico; (N.I.-M.)
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10
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Daskalakis NP, Iatrou A, Chatzinakos C, Jajoo A, Snijders C, Wylie D, DiPietro CP, Tsatsani I, Chen CY, Pernia CD, Soliva-Estruch M, Arasappan D, Bharadwaj RA, Collado-Torres L, Wuchty S, Alvarez VE, Dammer EB, Deep-Soboslay A, Duong DM, Eagles N, Huber BR, Huuki L, Holstein VL, Logue ΜW, Lugenbühl JF, Maihofer AX, Miller MW, Nievergelt CM, Pertea G, Ross D, Sendi MSE, Sun BB, Tao R, Tooke J, Wolf EJ, Zeier Z, PTSD Working Group of Psychiatric Genomics Consortium, Berretta S, Champagne FA, Hyde T, Seyfried NT, Shin JH, Weinberger DR, Nemeroff CB, Kleinman JE, Ressler KJ. Systems biology dissection of PTSD and MDD across brain regions, cell types, and blood. Science 2024; 384:eadh3707. [PMID: 38781393 PMCID: PMC11203158 DOI: 10.1126/science.adh3707] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Collaborators] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2023] [Accepted: 04/05/2024] [Indexed: 05/25/2024]
Abstract
The molecular pathology of stress-related disorders remains elusive. Our brain multiregion, multiomic study of posttraumatic stress disorder (PTSD) and major depressive disorder (MDD) included the central nucleus of the amygdala, hippocampal dentate gyrus, and medial prefrontal cortex (mPFC). Genes and exons within the mPFC carried most disease signals replicated across two independent cohorts. Pathways pointed to immune function, neuronal and synaptic regulation, and stress hormones. Multiomic factor and gene network analyses provided the underlying genomic structure. Single nucleus RNA sequencing in dorsolateral PFC revealed dysregulated (stress-related) signals in neuronal and non-neuronal cell types. Analyses of brain-blood intersections in >50,000 UK Biobank participants were conducted along with fine-mapping of the results of PTSD and MDD genome-wide association studies to distinguish risk from disease processes. Our data suggest shared and distinct molecular pathology in both disorders and propose potential therapeutic targets and biomarkers.
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Affiliation(s)
- Nikolaos P. Daskalakis
- McLean Hospital; Belmont, MA, 02478, USA
- Department of Psychiatry, Harvard Medical School; Boston, MA, 02115, USA
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard; Cambridge, MA, 02142, USA
| | - Artemis Iatrou
- McLean Hospital; Belmont, MA, 02478, USA
- Department of Psychiatry, Harvard Medical School; Boston, MA, 02115, USA
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard; Cambridge, MA, 02142, USA
| | - Chris Chatzinakos
- McLean Hospital; Belmont, MA, 02478, USA
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard; Cambridge, MA, 02142, USA
- Department of Psychiatry and Behavioral Sciences, SUNY Downstate Health Sciences University, Brooklyn, NY, 11203, USA
- VA New York Harbor Healthcare System, Brooklyn, NY, 11209, USA
| | - Aarti Jajoo
- McLean Hospital; Belmont, MA, 02478, USA
- Department of Psychiatry, Harvard Medical School; Boston, MA, 02115, USA
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard; Cambridge, MA, 02142, USA
| | - Clara Snijders
- McLean Hospital; Belmont, MA, 02478, USA
- Department of Psychiatry, Harvard Medical School; Boston, MA, 02115, USA
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard; Cambridge, MA, 02142, USA
| | - Dennis Wylie
- Center for Biomedical Research Support, The University of Texas at Austin; Austin, TX, 78712, USA
| | - Christopher P. DiPietro
- McLean Hospital; Belmont, MA, 02478, USA
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard; Cambridge, MA, 02142, USA
| | - Ioulia Tsatsani
- McLean Hospital; Belmont, MA, 02478, USA
- Department of Psychiatry, Harvard Medical School; Boston, MA, 02115, USA
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard; Cambridge, MA, 02142, USA
- Department of Psychiatry and Neuropsychology, School for Mental Health, and Neuroscience (MHeNs), Maastricht University, Maastricht, 6229 ER, The Netherlands
| | | | - Cameron D. Pernia
- McLean Hospital; Belmont, MA, 02478, USA
- Department of Psychiatry, Harvard Medical School; Boston, MA, 02115, USA
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard; Cambridge, MA, 02142, USA
| | - Marina Soliva-Estruch
- McLean Hospital; Belmont, MA, 02478, USA
- Department of Psychiatry, Harvard Medical School; Boston, MA, 02115, USA
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard; Cambridge, MA, 02142, USA
- Department of Psychiatry and Neuropsychology, School for Mental Health, and Neuroscience (MHeNs), Maastricht University, Maastricht, 6229 ER, The Netherlands
| | - Dhivya Arasappan
- Center for Biomedical Research Support, The University of Texas at Austin; Austin, TX, 78712, USA
| | - Rahul A. Bharadwaj
- Lieber Institute for Brain Development; Johns Hopkins Medical Campus, Baltimore, MD, 21205, USA
| | - Leonardo Collado-Torres
- Lieber Institute for Brain Development; Johns Hopkins Medical Campus, Baltimore, MD, 21205, USA
| | - Stefan Wuchty
- Departments of Computer Science, University of Miami, Miami, FL, 33146, USA
- Department of Biology, University of Miami, Miami, FL, 33146, USA
| | - Victor E. Alvarez
- Department of Neurology, Boston University, Chobanian & Avedisian School of Medicine, Boston, MA, 02118, USA
- VA Bedford Healthcare System, Bedford, MA, 01730, USA
- National Posttraumatic Stress Disorder Brain Bank, VA Boston Healthcare System, Boston, MA, 02130, USA
| | - Eric B Dammer
- Department of Biochemistry, Center for Neurodegenerative Disease, Emory School of Medicine; Atlanta GA, 30329, USA
| | - Amy Deep-Soboslay
- Lieber Institute for Brain Development; Johns Hopkins Medical Campus, Baltimore, MD, 21205, USA
| | - Duc M. Duong
- Department of Biochemistry, Center for Neurodegenerative Disease, Emory School of Medicine; Atlanta GA, 30329, USA
| | - Nick Eagles
- Lieber Institute for Brain Development; Johns Hopkins Medical Campus, Baltimore, MD, 21205, USA
| | - Bertrand R. Huber
- Department of Neurology, Boston University, Chobanian & Avedisian School of Medicine, Boston, MA, 02118, USA
- National Posttraumatic Stress Disorder Brain Bank, VA Boston Healthcare System, Boston, MA, 02130, USA
| | - Louise Huuki
- Lieber Institute for Brain Development; Johns Hopkins Medical Campus, Baltimore, MD, 21205, USA
| | - Vincent L Holstein
- McLean Hospital; Belmont, MA, 02478, USA
- Department of Psychiatry, Harvard Medical School; Boston, MA, 02115, USA
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard; Cambridge, MA, 02142, USA
| | - Μark W. Logue
- National Center for PTSD, VA Boston Healthcare System, Boston, MA, 02130, USA
- Department of Psychiatry, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, 02118, USA
- Department of Biomedical Genetics, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, 02118, USA
- Department of Biostatistics, Boston University School of Public Health, Boston, MA, 02118, USA
| | - Justina F. Lugenbühl
- McLean Hospital; Belmont, MA, 02478, USA
- Department of Psychiatry, Harvard Medical School; Boston, MA, 02115, USA
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard; Cambridge, MA, 02142, USA
- Department of Psychiatry and Neuropsychology, School for Mental Health, and Neuroscience (MHeNs), Maastricht University, Maastricht, 6229 ER, The Netherlands
| | - Adam X. Maihofer
- Department of Psychiatry, University of California San Diego; La Jolla, CA, 92093, USA
- Center for Excellence in Stress and Mental Health, Veterans Affairs San Diego Healthcare System; San Diego, CA, 92161, USA
- Research Service, Veterans Affairs San Diego Healthcare System; San Diego, CA, 92161, USA
| | - Mark W. Miller
- National Center for PTSD, VA Boston Healthcare System, Boston, MA, 02130, USA
- Department of Psychiatry, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, 02118, USA
| | - Caroline M Nievergelt
- Department of Psychiatry, University of California San Diego; La Jolla, CA, 92093, USA
- Center for Excellence in Stress and Mental Health, Veterans Affairs San Diego Healthcare System; San Diego, CA, 92161, USA
- Research Service, Veterans Affairs San Diego Healthcare System; San Diego, CA, 92161, USA
| | - Geo Pertea
- Lieber Institute for Brain Development; Johns Hopkins Medical Campus, Baltimore, MD, 21205, USA
| | - Deanna Ross
- Department of Psychology, University of Texas at Austin; Austin, TX, 78712, USA
| | - Mohammad S. E Sendi
- McLean Hospital; Belmont, MA, 02478, USA
- Department of Psychiatry, Harvard Medical School; Boston, MA, 02115, USA
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard; Cambridge, MA, 02142, USA
| | | | - Ran Tao
- Lieber Institute for Brain Development; Johns Hopkins Medical Campus, Baltimore, MD, 21205, USA
| | - James Tooke
- Lieber Institute for Brain Development; Johns Hopkins Medical Campus, Baltimore, MD, 21205, USA
| | - Erika J. Wolf
- National Center for PTSD, VA Boston Healthcare System, Boston, MA, 02130, USA
- Department of Psychiatry, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, 02118, USA
| | - Zane Zeier
- Department of Psychiatry & Behavioral Sciences, Center for Therapeutic Innovation, University of Miami Miller School of Medicine; Miami, FL, 33136, USA
| | | | - Sabina Berretta
- McLean Hospital; Belmont, MA, 02478, USA
- Department of Psychiatry, Harvard Medical School; Boston, MA, 02115, USA
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard; Cambridge, MA, 02142, USA
| | | | - Thomas Hyde
- Lieber Institute for Brain Development; Johns Hopkins Medical Campus, Baltimore, MD, 21205, USA
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine; Baltimore, MD, 21205, USA
- Department of Neurology, Johns Hopkins University School of Medicine; Baltimore, MD, 21205, USA
| | - Nicholas T. Seyfried
- Department of Biochemistry, Center for Neurodegenerative Disease, Emory School of Medicine; Atlanta GA, 30329, USA
| | - Joo Heon Shin
- Lieber Institute for Brain Development; Johns Hopkins Medical Campus, Baltimore, MD, 21205, USA
- Department of Neurology, Johns Hopkins University School of Medicine; Baltimore, MD, 21205, USA
| | - Daniel R. Weinberger
- Lieber Institute for Brain Development; Johns Hopkins Medical Campus, Baltimore, MD, 21205, USA
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine; Baltimore, MD, 21205, USA
- Department of Neurology, Johns Hopkins University School of Medicine; Baltimore, MD, 21205, USA
- Department of Neuroscience, Johns Hopkins University School of Medicine; Baltimore, MD, 21205, USA
- Department of Genetic Medicine, Johns Hopkins University School of Medicine; Baltimore, MD, 21205, USA
| | - Charles B. Nemeroff
- Department of Psychology, University of Texas at Austin; Austin, TX, 78712, USA
- Department of Psychiatry and Behavioral Sciences, University of Texas at Austin; Austin, TX, 78712, USA
| | - Joel E. Kleinman
- Lieber Institute for Brain Development; Johns Hopkins Medical Campus, Baltimore, MD, 21205, USA
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine; Baltimore, MD, 21205, USA
| | - Kerry J. Ressler
- McLean Hospital; Belmont, MA, 02478, USA
- Department of Psychiatry, Harvard Medical School; Boston, MA, 02115, USA
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Collaborators
Caroline M Nievergelt, Adam X Maihofer, Elizabeth G Atkinson, Chia-Yen Chen, Karmel W Choi, Jonathan R I Coleman, Nikolaos P Daskalakis, Laramie E Duncan, Renato Polimanti, Cindy Aaronson, Ananda B Amstadter, Soren B Andersen, Ole A Andreassen, Paul A Arbisi, Allison E Ashley-Koch, S Bryn Austin, Esmina Avdibegoviç, Dragan Babić, Silviu-Alin Bacanu, Dewleen G Baker, Anthony Batzler, Jean C Beckham, Sintia Belangero, Corina Benjet, Carisa Bergner, Linda M Bierer, Joanna M Biernacka, Laura J Bierut, Jonathan I Bisson, Marco P Boks, Elizabeth A Bolger, Amber Brandolino, Gerome Breen, Rodrigo Affonseca Bressan, Richard A Bryant, Angela C Bustamante, Jonas Bybjerg-Grauholm, Marie Bækvad-Hansen, Anders D Børglum, Sigrid Børte, Leah Cahn, Joseph R Calabrese, Jose Miguel Caldas-de-Almeida, Chris Chatzinakos, Sheraz Cheema, Sean A P Clouston, Lucía Colodro-Conde, Brandon J Coombes, Carlos S Cruz-Fuentes, Anders M Dale, Shareefa Dalvie, Lea K Davis, Jürgen Deckert, Douglas L Delahanty, Michelle F Dennis, Frank Desarnaud, Christopher P DiPietro, Seth G Disner, Anna R Docherty, Katharina Domschke, Grete Dyb, Alma Džubur Kulenović, Howard J Edenberg, Alexandra Evans, Chiara Fabbri, Negar Fani, Lindsay A Farrer, Adriana Feder, Norah C Feeny, Janine D Flory, David Forbes, Carol E Franz, Sandro Galea, Melanie E Garrett, Bizu Gelaye, Joel Gelernter, Elbert Geuze, Charles F Gillespie, Slavina B Goleva, Scott D Gordon, Aferdita Goçi, Lana Ruvolo Grasser, Camila Guindalini, Magali Haas, Saskia Hagenaars, Michael A Hauser, Andrew C Heath, Sian M J Hemmings, Victor Hesselbrock, Ian B Hickie, Kelleigh Hogan, David Michael Hougaard, Hailiang Huang, Laura M Huckins, Kristian Hveem, Miro Jakovljević, Arash Javanbakht, Gregory D Jenkins, Jessica Johnson, Ian Jones, Tanja Jovanovic, Karen-Inge Karstoft, Milissa L Kaufman, James L Kennedy, Ronald C Kessler, Alaptagin Khan, Nathan A Kimbrel, Anthony P King, Nastassja Koen, Roman Kotov, Henry R Kranzler, Kristi Krebs, William S Kremen, Pei-Fen Kuan, Bruce R Lawford, Lauren A M Lebois, Kelli Lehto, Daniel F Levey, Catrin Lewis, Israel Liberzon, Sarah D Linnstaedt, Mark W Logue, Adriana Lori, Yi Lu, Benjamin J Luft, Michelle K Lupton, Jurjen J Luykx, Iouri Makotkine, Jessica L Maples-Keller, Shelby Marchese, Charles Marmar, Nicholas G Martin, Gabriela A Martínez-Levy, Kerrie McAloney, Alexander McFarlane, Katie A McLaughlin, Samuel A McLean, Sarah E Medland, Divya Mehta, Jacquelyn Meyers, Vasiliki Michopoulos, Elizabeth A Mikita, Lili Milani, William Milberg, Mark W Miller, Rajendra A Morey, Charles Phillip Morris, Ole Mors, Preben Bo Mortensen, Mary S Mufford, Elliot C Nelson, Merete Nordentoft, Sonya B Norman, Nicole R Nugent, Meaghan O'Donnell, Holly K Orcutt, Pedro M Pan, Matthew S Panizzon, Gita A Pathak, Edward S Peters, Alan L Peterson, Matthew Peverill, Robert H Pietrzak, Melissa A Polusny, Bernice Porjesz, Abigail Powers, Xue-Jun Qin, Andrew Ratanatharathorn, Victoria B Risbrough, Andrea L Roberts, Alex O Rothbaum, Barbara O Rothbaum, Peter Roy-Byrne, Kenneth J Ruggiero, Ariane Rung, Heiko Runz, Bart P F Rutten, Stacey Saenz de Viteri, Giovanni Abrahão Salum, Laura Sampson, Sixto E Sanchez, Marcos Santoro, Carina Seah, Soraya Seedat, Julia S Seng, Andrey Shabalin, Christina M Sheerin, Derrick Silove, Alicia K Smith, Jordan W Smoller, Scott R Sponheim, Dan J Stein, Synne Stensland, Jennifer S Stevens, Jennifer A Sumner, Martin H Teicher, Wesley K Thompson, Arun K Tiwari, Edward Trapido, Monica Uddin, Robert J Ursano, Unnur Valdimarsdóttir, Miranda Van Hooff, Eric Vermetten, Christiaan H Vinkers, Joanne Voisey, Yunpeng Wang, Zhewu Wang, Monika Waszczuk, Heike Weber, Frank R Wendt, Thomas Werge, Michelle A Williams, Douglas E Williamson, Bendik S Winsvold, Sherry Winternitz, Christiane Wolf, Erika J Wolf, Yan Xia, Ying Xiong, Rachel Yehuda, Keith A Young, Ross McD Young, Clement C Zai, Gwyneth C Zai, Mark Zervas, Hongyu Zhao, Lori A Zoellner, John-Anker Zwart, Terri deRoon-Cassini, Sanne J H van Rooij, Leigh L van den Heuvel, Murray B Stein, Kerry J Ressler, Karestan C Koenen,
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11
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Yetter MA, Fitzgerald TR, Philippi CL, Bruce SE. Pro-inflammatory markers are related to cortical network connectivity in women exposed to interpersonal trauma with PTSD. Behav Brain Res 2024:114942. [PMID: 38447761 DOI: 10.1016/j.bbr.2024.114942] [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: 02/29/2024] [Accepted: 03/03/2024] [Indexed: 03/08/2024]
Abstract
Exposure to interpersonal violence affects a significant number of individuals each year and further increases the risk for developing Posttraumatic Stress Disorder (PTSD). A growing body of research suggests that immune system dysfunction, in particular elevated inflammation, may contribute to the pathophysiology of PTSD. However, few studies have examined the neurobiological correlates of inflammation in women with PTSD using resting-state fMRI. The present study explored the relationship between pro-inflammatory cytokine levels, C-reactive protein (CRP), tumor necrosis factor alpha TNF-alpha), and interleukin-6 (IL-6), and resting-state functional connectivity patterns in three major cortical networks (default mode network (DMN), central executive network (CEN), and salience network (SN)) in a sample of women (N=18) exposed to interpersonal violence with PTSD. Results indicated that higher CRP levels were associated with stronger functional connectivity between the SN and visual areas, but weaker functional connectivity between the CEN and visual areas. These findings suggest that pro-inflammatory markers are related to connectivity of task-positive networks in women with PTSD. Further, our results provide evidence for potential neurobiological markers of inflammation in PTSD.
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Affiliation(s)
- Marissa A Yetter
- Department of Psychological Sciences, University of Missouri-St. Louis, 1 University Blvd., St. Louis, Missouri, 63121, USA; University of Missouri - St. Louis
| | - Taryn R Fitzgerald
- Department of Psychological Sciences, University of Missouri-St. Louis, 1 University Blvd., St. Louis, Missouri, 63121, USA; University of Missouri - St. Louis
| | - Carissa L Philippi
- Department of Psychological Sciences, University of Missouri-St. Louis, 1 University Blvd., St. Louis, Missouri, 63121, USA; University of Missouri - St. Louis
| | - Steven E Bruce
- Department of Psychological Sciences, University of Missouri-St. Louis, 1 University Blvd., St. Louis, Missouri, 63121, USA; University of Missouri - St. Louis
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12
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Goltser-Dubner T, Shalev A, Benarroch F, Canetti L, Yogev M, Kalla C, Masarwa R, Martin J, Pevzner D, Oz O, Saloner C, Amer R, Lavon M, Lotan A, Galili-Weisstub E, Segman R. Decreased mononuclear cell NR3C1 SKA2 and FKPB5 expression levels among adult survivors of suicide bombing terror attacks in childhood are associated with the development of PTSD. Mol Psychiatry 2023; 28:3851-3855. [PMID: 37845495 DOI: 10.1038/s41380-023-02278-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/05/2023] [Revised: 09/01/2023] [Accepted: 09/19/2023] [Indexed: 10/18/2023]
Abstract
Life threatening trauma and the development of PTSD during childhood, may each associate with transcriptional perturbation of immune cell glucocorticoid reactivity, yet their separable longer term contributions are less clear. The current study compared resting mononuclear cell gene expression levels of the nuclear receptor, subfamily 3, member 1 (NR3C1) coding the glucocorticoid receptor, its trans-activator spindle and kinetochore-associated protein 2 (SKA2), and its co-chaperon FKBP prolyl isomerase 5 (FKBP5), between a cohort of young adults first seen at the Hadassah Emergency Department (ED) after surviving a suicide bombing terror attack during childhood, and followed longitudinally over the years, and matched healthy controls not exposed to life threatening trauma. While significant reductions in mononuclear cell gene expression levels were observed among young adults for all three transcripts following early trauma exposure, the development of subsequent PTSD beyond trauma exposure, accounted for a small but significant portion of the variance in each of the three transcripts. Long-term perturbation in the expression of immune cell glucocorticoid response transcripts persists among young adults who develop PTSD following life threatening trauma exposure in childhood, denoting chronic dysregulation of immune stress reactivity.
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Affiliation(s)
- Tanya Goltser-Dubner
- Molecular Psychiatry Laboratory, Department of Psychiatry, Hadassah Medical Organization and Faculty of Medicine, Hebrew University, Jerusalem, Israel
- The Herman-Danna Division of Pediatric Psychiatry, Department of Psychiatry, Hadassah Medical Organization and Faculty of Medicine, Hebrew University, Jerusalem, Israel
| | - Amit Shalev
- The Herman-Danna Division of Pediatric Psychiatry, Department of Psychiatry, Hadassah Medical Organization and Faculty of Medicine, Hebrew University, Jerusalem, Israel
| | - Fortu Benarroch
- The Herman-Danna Division of Pediatric Psychiatry, Department of Psychiatry, Hadassah Medical Organization and Faculty of Medicine, Hebrew University, Jerusalem, Israel
| | - Laura Canetti
- Department of Psychology, Hebrew University, Jerusalem, Israel
| | - Maayan Yogev
- Molecular Psychiatry Laboratory, Department of Psychiatry, Hadassah Medical Organization and Faculty of Medicine, Hebrew University, Jerusalem, Israel
| | - Carmel Kalla
- Molecular Psychiatry Laboratory, Department of Psychiatry, Hadassah Medical Organization and Faculty of Medicine, Hebrew University, Jerusalem, Israel
| | - Ranin Masarwa
- The Herman-Danna Division of Pediatric Psychiatry, Department of Psychiatry, Hadassah Medical Organization and Faculty of Medicine, Hebrew University, Jerusalem, Israel
| | - Josef Martin
- The Herman-Danna Division of Pediatric Psychiatry, Department of Psychiatry, Hadassah Medical Organization and Faculty of Medicine, Hebrew University, Jerusalem, Israel
| | - Dalya Pevzner
- Molecular Psychiatry Laboratory, Department of Psychiatry, Hadassah Medical Organization and Faculty of Medicine, Hebrew University, Jerusalem, Israel
| | - Osnat Oz
- Molecular Psychiatry Laboratory, Department of Psychiatry, Hadassah Medical Organization and Faculty of Medicine, Hebrew University, Jerusalem, Israel
| | - Chen Saloner
- Molecular Psychiatry Laboratory, Department of Psychiatry, Hadassah Medical Organization and Faculty of Medicine, Hebrew University, Jerusalem, Israel
| | - Reaan Amer
- Molecular Psychiatry Laboratory, Department of Psychiatry, Hadassah Medical Organization and Faculty of Medicine, Hebrew University, Jerusalem, Israel
| | - Michal Lavon
- Molecular Psychiatry Laboratory, Department of Psychiatry, Hadassah Medical Organization and Faculty of Medicine, Hebrew University, Jerusalem, Israel
| | - Amit Lotan
- Molecular Psychiatry Laboratory, Department of Psychiatry, Hadassah Medical Organization and Faculty of Medicine, Hebrew University, Jerusalem, Israel
| | - Esti Galili-Weisstub
- The Herman-Danna Division of Pediatric Psychiatry, Department of Psychiatry, Hadassah Medical Organization and Faculty of Medicine, Hebrew University, Jerusalem, Israel
| | - Ronen Segman
- Molecular Psychiatry Laboratory, Department of Psychiatry, Hadassah Medical Organization and Faculty of Medicine, Hebrew University, Jerusalem, Israel.
- The Herman-Danna Division of Pediatric Psychiatry, Department of Psychiatry, Hadassah Medical Organization and Faculty of Medicine, Hebrew University, Jerusalem, Israel.
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13
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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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14
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Malekpour M, Shekouh D, Safavinia ME, Shiralipour S, Jalouli M, Mortezanejad S, Azarpira N, Ebrahimi ND. Role of FKBP5 and its genetic mutations in stress-induced psychiatric disorders: an opportunity for drug discovery. Front Psychiatry 2023; 14:1182345. [PMID: 37398599 PMCID: PMC10313426 DOI: 10.3389/fpsyt.2023.1182345] [Citation(s) in RCA: 20] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/08/2023] [Accepted: 05/24/2023] [Indexed: 07/04/2023] Open
Abstract
Stress-induced mental health disorders are affecting many people around the world. However, effective drug therapy for curing psychiatric diseases does not occur sufficiently. Many neurotransmitters, hormones, and mechanisms are essential in regulating the body's stress response. One of the most critical components of the stress response system is the hypothalamus-pituitary-adrenal (HPA) axis. The FKBP prolyl isomerase 51 (FKBP51) protein is one of the main negative regulators of the HPA axis. FKBP51 negatively regulates the cortisol effects (the end product of the HPA axis) by inhibiting the interaction between glucocorticoid receptors (GRs) and cortisol, causing reduced transcription of downstream cortisol molecules. By regulating cortisol effects, the FKBP51 protein can indirectly regulate the sensitivity of the HPA axis to stressors. Previous studies have indicated the influence of FKBP5 gene mutations and epigenetic changes in different psychiatric diseases and drug responses and recommended the FKBP51 protein as a drug target and a biomarker for psychological disorders. In this review, we attempted to discuss the effects of the FKBP5 gene, its mutations on different psychiatric diseases, and drugs affecting the FKBP5 gene.
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Affiliation(s)
- Mahdi Malekpour
- Student Research Committee, Shiraz University of Medical Sciences, Shiraz, Iran
- Transplant Research Center, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Dorsa Shekouh
- Student Research Committee, Shiraz University of Medical Sciences, Shiraz, Iran
| | | | - Shadi Shiralipour
- Student Research Committee, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Maryam Jalouli
- Student Research Committee, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Sahar Mortezanejad
- Student Research Committee, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Negar Azarpira
- Transplant Research Center, Shiraz University of Medical Sciences, Shiraz, Iran
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15
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Al Jowf GI, Ahmed ZT, Reijnders RA, de Nijs L, Eijssen LMT. To Predict, Prevent, and Manage Post-Traumatic Stress Disorder (PTSD): A Review of Pathophysiology, Treatment, and Biomarkers. Int J Mol Sci 2023; 24:ijms24065238. [PMID: 36982313 PMCID: PMC10049301 DOI: 10.3390/ijms24065238] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2023] [Revised: 02/28/2023] [Accepted: 03/07/2023] [Indexed: 03/11/2023] Open
Abstract
Post-traumatic stress disorder (PTSD) can become a chronic and severely disabling condition resulting in a reduced quality of life and increased economic burden. The disorder is directly related to exposure to a traumatic event, e.g., a real or threatened injury, death, or sexual assault. Extensive research has been done on the neurobiological alterations underlying the disorder and its related phenotypes, revealing brain circuit disruption, neurotransmitter dysregulation, and hypothalamic–pituitary–adrenal (HPA) axis dysfunction. Psychotherapy remains the first-line treatment option for PTSD given its good efficacy, although pharmacotherapy can also be used as a stand-alone or in combination with psychotherapy. In order to reduce the prevalence and burden of the disorder, multilevel models of prevention have been developed to detect the disorder as early as possible and to reduce morbidity in those with established diseases. Despite the clinical grounds of diagnosis, attention is increasing to the discovery of reliable biomarkers that can predict susceptibility, aid diagnosis, or monitor treatment. Several potential biomarkers have been linked with pathophysiological changes related to PTSD, encouraging further research to identify actionable targets. This review highlights the current literature regarding the pathophysiology, disease development models, treatment modalities, and preventive models from a public health perspective, and discusses the current state of biomarker research.
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Affiliation(s)
- Ghazi I. Al Jowf
- Department of Psychiatry and Neuropsychology, School for Mental Health and Neuroscience (MHeNs), Faculty of Health, Medicine and Life Sciences, Maastricht University Medical Centre, 6200 MD Maastricht, The Netherlands
- Department of Public Health, College of Applied Medical Sciences, King Faisal University, Al-Ahsa 31982, Saudi Arabia
- European Graduate School of Neuroscience, Maastricht University, 6200 MD Maastricht, The Netherlands
- Correspondence: (G.I.A.J.); (L.M.T.E.)
| | - Ziyad T. Ahmed
- College of Medicine, Sulaiman Al Rajhi University, Al-Bukairyah 52726, Saudi Arabia
| | - Rick A. Reijnders
- Department of Psychiatry and Neuropsychology, School for Mental Health and Neuroscience (MHeNs), Faculty of Health, Medicine and Life Sciences, Maastricht University Medical Centre, 6200 MD Maastricht, The Netherlands
- European Graduate School of Neuroscience, Maastricht University, 6200 MD Maastricht, The Netherlands
| | - Laurence de Nijs
- Department of Psychiatry and Neuropsychology, School for Mental Health and Neuroscience (MHeNs), Faculty of Health, Medicine and Life Sciences, Maastricht University Medical Centre, 6200 MD Maastricht, The Netherlands
- European Graduate School of Neuroscience, Maastricht University, 6200 MD Maastricht, The Netherlands
| | - Lars M. T. Eijssen
- Department of Psychiatry and Neuropsychology, School for Mental Health and Neuroscience (MHeNs), Faculty of Health, Medicine and Life Sciences, Maastricht University Medical Centre, 6200 MD Maastricht, The Netherlands
- European Graduate School of Neuroscience, Maastricht University, 6200 MD Maastricht, The Netherlands
- Department of Bioinformatics—BiGCaT, School of Nutrition and Translational Research in Metabolism (NUTRIM), Faculty of Health, Medicine and Life Sciences, Maastricht University, 6200 MD Maastricht, The Netherlands
- Correspondence: (G.I.A.J.); (L.M.T.E.)
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16
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Carpenter RE, Sabirzhanov B, Summers TR, Clark TG, Keifer J, Summers CH. Anxiolytic reversal of classically conditioned / chronic stress-induced gene expression and learning in the Stress Alternatives Model. Behav Brain Res 2023; 440:114258. [PMID: 36521572 PMCID: PMC9872777 DOI: 10.1016/j.bbr.2022.114258] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2022] [Revised: 11/30/2022] [Accepted: 12/11/2022] [Indexed: 12/14/2022]
Abstract
Social decision-making is critically influenced by neurocircuitries that regulate stress responsiveness. Adaptive choices, therefore, are altered by stress-related neuromodulatory peptide systems, such as corticotropin releasing factor (CRF). Experimental designs that take advantage of ecologically salient fear-inducing stimuli allow for revelation of neural mechanisms that regulate the balance between pro- and anti-stress responsiveness. To accomplish this, we developed a social stress and conditioning protocol, the Stress Alternatives Model (SAM), that utilizes a simple dichotomous choice, and produces distinctive behavioral phenotypes (Escape or Stay). The experiments involve repeated social aggression, a potent unconditioned stimulus (US), from a novel larger conspecific (a 3X larger Rainbow trout). Prior to the social interaction, the smaller test fish is presented with an auditory conditioning stimulus (water off = CS). During the social aggression, an escape route is available, but is only large enough for the smaller test animal. Surprisingly, although the new aggressor provides vigorous attacks each day, only 50% of the test fish choose Escape. Stay fish, treated with the CRF1 antagonist antalarmin, a potent anxiolytic drug, on day 4, promotes Escape behavior for the last 4 days of the SAM protocol. The results suggest that the decision to Escape, required a reduction in stress reactivity. The Stay fish that chose Escape following anxiolytic treatment, learned how to use the escape route prior to stress reduction, as the Escape latency in these fish was significantly faster than first time escapers. In Escape fish, the use of the escape route is learned over several days, reducing the Escape latency over time in the SAM. Fear conditioning (water off + aggression) resulted in elevated hippocampal (DL) Bdnf mRNA levels, with coincident reduction in the AMPA receptor subunit Glua1 expression, a result that is reversed following a one-time treatment (during SAM aggression on day 4) with the anxiolytic CRF1 receptor antagonist antalarmin.
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Affiliation(s)
- Russ E Carpenter
- University Writing Program, University of California Davis, 1 Shields Ave, Davis, CA 95616, USA
| | - Boris Sabirzhanov
- Armed Forces Radiobiology Research Institute, 8901 Wisconsin Ave, Bethesda, MD 20889, USA
| | - Tangi R Summers
- Department of Biology, University of South Dakota, Vermillion, SD 57069, USA; Neuroscience Group, Division of Basic Biomedical Sciences, Sanford School of Medicine, University of South Dakota, Vermillion, SD 57069, USA; Veterans Affairs Research Service, Sioux Falls VA Health Care System, Sioux Falls, SD 57105, USA
| | - Timothy G Clark
- Neuroscience Group, Division of Basic Biomedical Sciences, Sanford School of Medicine, University of South Dakota, Vermillion, SD 57069, USA
| | - Joyce Keifer
- Neuroscience Group, Division of Basic Biomedical Sciences, Sanford School of Medicine, University of South Dakota, Vermillion, SD 57069, USA
| | - Cliff H Summers
- Department of Biology, University of South Dakota, Vermillion, SD 57069, USA; Neuroscience Group, Division of Basic Biomedical Sciences, Sanford School of Medicine, University of South Dakota, Vermillion, SD 57069, USA; Veterans Affairs Research Service, Sioux Falls VA Health Care System, Sioux Falls, SD 57105, USA.
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17
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Yuan Y, Xu Q, Wani A, Dahrendor J, Wang C, Donglasan J, Burgan S, Graham Z, Uddin M, Wildman D, Qu A. Differentially Expressed Heterogeneous Overdispersion Genes Testing for Count Data. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.02.21.529455. [PMID: 36865247 PMCID: PMC9980115 DOI: 10.1101/2023.02.21.529455] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/24/2023]
Abstract
The mRNA-seq data analysis is a powerful technology for inferring information from biological systems of interest. Specifically, the sequenced RNA fragments are aligned with genomic reference sequences, and we count the number of sequence fragments corresponding to each gene for each condition. A gene is identified as differentially expressed (DE) if the difference in its count numbers between conditions is statistically significant. Several statistical analysis methods have been developed to detect DE genes based on RNA-seq data. However, the existing methods could suffer decreasing power to identify DE genes arising from overdispersion and limited sample size. We propose a new differential expression analysis procedure: heterogeneous overdispersion genes testing (DEHOGT) based on heterogeneous overdispersion modeling and a post-hoc inference procedure. DEHOGT integrates sample information from all conditions and provides a more flexible and adaptive overdispersion modeling for the RNA-seq read count. DEHOGT adopts a gene-wise estimation scheme to enhance the detection power of differentially expressed genes. DEHOGT is tested on the synthetic RNA-seq read count data and outperforms two popular existing methods, DESeq and EdgeR, in detecting DE genes. We apply the proposed method to a test dataset using RNAseq data from microglial cells. DEHOGT tends to detect more differently expressed genes potentially related to microglial cells under different stress hormones treatments.
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Affiliation(s)
- Yubai Yuan
- Department of Statistics, The Pennsylvania State University
| | - Qi Xu
- Department of Statistics, University of California Irvine
| | - Agaz Wani
- College of Public Health, University of South Florida
| | - Jan Dahrendor
- College of Public Health, University of South Florida
| | - Chengqi Wang
- College of Public Health, University of South Florida
| | | | - Sarah Burgan
- College of Public Health, University of South Florida
| | | | - Monica Uddin
- College of Public Health, University of South Florida
| | - Derek Wildman
- College of Public Health, University of South Florida
| | - Annie Qu
- Department of Statistics, University of California Irvine
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18
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Abercrombie HC, Barnes AL, Nord EC, Finley AJ, Higgins ET, Grupe DW, Rosenkranz MA, Davidson RJ, Schaefer SM. Inverse association between stress induced cortisol elevations and negative emotional reactivity to stress in humans. Stress 2023; 26:2174780. [PMID: 36772851 PMCID: PMC9930177 DOI: 10.1080/10253890.2023.2174780] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/02/2022] [Accepted: 01/25/2023] [Indexed: 02/12/2023] Open
Abstract
Greater cortisol reactivity to stress is often assumed to lead to heightened negative affective reactivity to stress. Conversely, a growing body of evidence demonstrates mood-protective effects of cortisol elevations in the context of acute stress. We administered a laboratory-based stressor, the Trier Social Stress Test (TSST), and measured cortisol and emotional reactivity in 68 adults (48 women) between the ages of 25 and 65. In accordance with our pre-registered hypothesis (https://osf.io/t8r3w) and prior research, negative affective reactivity was inversely related to cortisol reactivity assessed immediately after the stressor. We found that greater cortisol response to acute stress is associated with smaller increases in negative affect, consistent with mood-protective effects of cortisol elevations in response to acute stress.
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Affiliation(s)
| | | | | | - Anna J. Finley
- University of Wisconsin-Madison, Center for Healthy Minds
| | - Estelle T. Higgins
- University of Wisconsin-Madison, Center for Healthy Minds
- University of Wisconsin-Madison, Department of Psychology
| | | | - Melissa A. Rosenkranz
- University of Wisconsin-Madison, Center for Healthy Minds
- University of Wisconsin-Madison, Department of Psychiatry
| | - Richard J. Davidson
- University of Wisconsin-Madison, Center for Healthy Minds
- University of Wisconsin-Madison, Department of Psychiatry
- University of Wisconsin-Madison, Department of Psychology
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19
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Codagnone MG, Kara N, Ratsika A, Levone BR, van de Wouw M, Tan LA, Cunningham JI, Sanchez C, Cryan JF, O'Leary OF. Inhibition of FKBP51 induces stress resilience and alters hippocampal neurogenesis. Mol Psychiatry 2022; 27:4928-4938. [PMID: 36104438 PMCID: PMC9763121 DOI: 10.1038/s41380-022-01755-9] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/03/2021] [Revised: 07/07/2022] [Accepted: 08/15/2022] [Indexed: 01/19/2023]
Abstract
Stress-related psychiatric disorders such as depression are among the leading causes of morbidity and mortality. Considering that many individuals fail to respond to currently available antidepressant drugs, there is a need for antidepressants with novel mechanisms. Polymorphisms in the gene encoding FK506-binding protein 51 (FKBP51), a co-chaperone of the glucocorticoid receptor, have been linked to susceptibility to stress-related psychiatric disorders. Whether this protein can be targeted for their treatment remains largely unexplored. The aim of this work was to investigate whether inhibition of FKBP51 with SAFit2, a novel selective inhibitor, promotes hippocampal neuron outgrowth and neurogenesis in vitro and stress resilience in vivo in a mouse model of chronic psychosocial stress. Primary hippocampal neuronal cultures or hippocampal neural progenitor cells (NPCs) were treated with SAFit2 and neuronal differentiation and cell proliferation were analyzed. Male C57BL/6 mice were administered SAFit2 while concurrently undergoing a chronic stress paradigm comprising of intermittent social defeat and overcrowding, and anxiety and depressive -related behaviors were evaluated. SAFit2 increased neurite outgrowth and number of branch points to a greater extent than brain derived neurotrophic factor (BDNF) in primary hippocampal neuronal cultures. SAFit2 increased hippocampal NPC neurogenesis and increased neurite complexity and length of these differentiated neurons. In vivo, chronic SAFit2 administration prevented stress-induced social avoidance, decreased anxiety in the novelty-induced hypophagia test, and prevented stress-induced anxiety in the open field but did not alter adult hippocampal neurogenesis in stressed animals. These data warrant further exploration of inhibition of FKBP51 as a strategy to treat stress-related disorders.
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Affiliation(s)
- Martin G Codagnone
- Department of Anatomy and Neuroscience, University College Cork, Cork, Ireland
- APC Microbiome Ireland, University College Cork, Cork, Ireland
- Instituto de Biología Celular y Neurociencia "de Robertis" IBCN (UBA-CONICET), Buenos Aires, Argentina
| | - Nirit Kara
- Department of Anatomy and Neuroscience, University College Cork, Cork, Ireland
- APC Microbiome Ireland, University College Cork, Cork, Ireland
| | - Anna Ratsika
- Department of Anatomy and Neuroscience, University College Cork, Cork, Ireland
- APC Microbiome Ireland, University College Cork, Cork, Ireland
| | - Brunno Rocha Levone
- Department of Anatomy and Neuroscience, University College Cork, Cork, Ireland
| | - Marcel van de Wouw
- Department of Anatomy and Neuroscience, University College Cork, Cork, Ireland
- APC Microbiome Ireland, University College Cork, Cork, Ireland
| | | | | | | | - John F Cryan
- Department of Anatomy and Neuroscience, University College Cork, Cork, Ireland.
- APC Microbiome Ireland, University College Cork, Cork, Ireland.
| | - Olivia F O'Leary
- Department of Anatomy and Neuroscience, University College Cork, Cork, Ireland.
- APC Microbiome Ireland, University College Cork, Cork, Ireland.
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20
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Martínez-Levy GA, Bermúdez-Gómez J, Flores-Torres RP, Merlín-García I, Nani A, Cruz-Fuentes CS, Briones-Velasco M. Clinical, environmental, and molecular factors associated to the occurrence and persistence of posttraumatic stress disorder after an earthquake. J Psychiatr Res 2022; 154:102-110. [PMID: 35933853 DOI: 10.1016/j.jpsychires.2022.07.041] [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: 03/30/2022] [Revised: 06/30/2022] [Accepted: 07/20/2022] [Indexed: 11/26/2022]
Abstract
Post-traumatic stress disorder (PTSD) is a common and disabling condition with high incidence after an earthquake. The objective of the present study was to identify risk factors associated with the occurrence and persistence of PTSD. Individuals (18-65 years old) who experienced the earthquake of September 19th, 2017, attended the National Institute of Psychiatry (INPRFM) between October and November 2017 (baseline n = 68). Participants were followed 4-6 (first follow-up, n = 40) and 7-9 (second follow-up n = 41) months after the earthquake. Delay returning to normal activities, a negative emotional valence to a previous earthquake, comorbidity with depression, history of childhood maltreatment, and low expression of Glucocorticoid Receptor (GR) were associated with PTSD in the basal assessment. The earthquake-related variable associated with the persistence of PTSD at the second follow-up was that the earthquake had directly affected the participants, either because they were evicted, had damage to their homes, or suffered some injury. Comorbidity with dysthymia, history of childhood maltreatment, and higher severity of PTSD in the basal assessment were associated with persistent PTSD in the second follow-up. The lower expression of the FK506 binding protein 5 (FKBP5) in participants with persistent PTSD in the second follow-up was better explained by childhood physical abuse than with PTSD severity. These findings suggest that acute exposure to earthquake-related stressful situations is relevant for the initial risk of PTSD, while potential long-term stressful conditions are associated with its persistence. Likewise, molecular markers associated with hypothalamus-pituitary-adrenal-axis dysregulation were differentially associated with PTSD diagnosis at the different assessment times.
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Affiliation(s)
- G A Martínez-Levy
- Subdirección de Investigaciones Clínicas, Instituto Nacional de Psiquiatría "Ramón de la Fuente Muñíz", Av. Mexico-Xochimilco 101, Huipulco, Tlalpan, Mexico City, 14370, Mexico.
| | - J Bermúdez-Gómez
- Servicios Clínicos, Instituto Nacional de Psiquiatría "Ramón de la Fuente Muñíz", Av. Mexico-Xochimilco 101, Huipulco, Tlalpan, Mexico City, 14370, Mexico.
| | - R P Flores-Torres
- Subdirección de Investigaciones Clínicas, Instituto Nacional de Psiquiatría "Ramón de la Fuente Muñíz", Av. Mexico-Xochimilco 101, Huipulco, Tlalpan, Mexico City, 14370, Mexico.
| | - I Merlín-García
- Servicios Clínicos, Instituto Nacional de Psiquiatría "Ramón de la Fuente Muñíz", Av. Mexico-Xochimilco 101, Huipulco, Tlalpan, Mexico City, 14370, Mexico.
| | - A Nani
- Subdirección de Investigaciones Clínicas, Instituto Nacional de Psiquiatría "Ramón de la Fuente Muñíz", Av. Mexico-Xochimilco 101, Huipulco, Tlalpan, Mexico City, 14370, Mexico.
| | - C S Cruz-Fuentes
- Subdirección de Investigaciones Clínicas, Instituto Nacional de Psiquiatría "Ramón de la Fuente Muñíz", Av. Mexico-Xochimilco 101, Huipulco, Tlalpan, Mexico City, 14370, Mexico.
| | - M Briones-Velasco
- Subdirección de Investigaciones Clínicas, Instituto Nacional de Psiquiatría "Ramón de la Fuente Muñíz", Av. Mexico-Xochimilco 101, Huipulco, Tlalpan, Mexico City, 14370, Mexico.
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21
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Jimeno B, Zimmer C. Glucocorticoid receptor expression as an integrative measure to assess glucocorticoid plasticity and efficiency in evolutionary endocrinology: A perspective. Horm Behav 2022; 145:105240. [PMID: 35933849 DOI: 10.1016/j.yhbeh.2022.105240] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/21/2022] [Revised: 07/21/2022] [Accepted: 07/22/2022] [Indexed: 11/17/2022]
Abstract
Organisms have to cope with the changes that take place in their environment in order to keep their physical and psychological stability. In vertebrates, the hypothalamic-pituitary-adrenal (HPA) axis plays a key role in mediating phenotypic adjustments to environmental changes, primarily by regulating glucocorticoids (GCs). Although circulating GCs have widely been used as proxy for individual health and fitness, our understanding of HPA regulation is still very limited, especially in free-living animals. Circulating GCs only exert their actions when they are bound to receptors, and therefore, GC receptors play a pivotal role mediating HPA regulation and GC downstream phenotypic changes. Because under challenging conditions GC actions (as well as negative feedback activation) occur mainly through binding to low-affinity glucocorticoid receptors (GR), we propose that GR activity, and in particular GR expression, may play a crucial role in GC regulation and dynamics, and be ultimately related to organismal capacity to appropriately respond to environmental changes. Thus, we suggest that GR expression will provide more comprehensive information of GC variation and function. To support this idea, we compile previous evidence demonstrating the fundamental role of GR on GC responses and the fine-tuning of circulating GCs. We also make predictions about the phenotypic differences in GC responsiveness - and ultimately HPA regulation capacity - associated with differences in GR expression, focusing on GC plasticity and efficiency. Finally, we discuss current priorities and limitations of integrating measures of GR expression into evolutionary endocrinology and ecology studies, and propose further research directions towards the use of GR expression and the study of the mechanisms regulating GR activity to gather information on coping strategies and stress resilience. Our goals are to provide an integrative perspective that will prompt reconsideration on the ecological and physiological interpretation of current GC measurements, and motivate further research on the role of GR in tuning individual responses to dynamic environments.
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Affiliation(s)
- Blanca Jimeno
- Instituto de Investigación en Recursos Cinegéticos (IREC), CSIC-UCLM-JCCM, Ronda de Toledo 12, 13005 Ciudad Real, Spain.
| | - Cedric Zimmer
- Laboratoire d'Ethologie Expérimentale et Comparée, LEEC, Université Sorbonne Paris Nord, UR 4443, 93430 Villetaneuse, France; Global Health and Infectious Disease Research Center, University of South Florida, 33612 Tampa, FL, USA
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22
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Shenk CE, O'Donnell KJ, Pokhvisneva I, Kobor MS, Meaney MJ, Bensman HE, Allen EK, Olson AE. Epigenetic Age Acceleration and Risk for Posttraumatic Stress Disorder following Exposure to Substantiated Child Maltreatment. JOURNAL OF CLINICAL CHILD AND ADOLESCENT PSYCHOLOGY : THE OFFICIAL JOURNAL FOR THE SOCIETY OF CLINICAL CHILD AND ADOLESCENT PSYCHOLOGY, AMERICAN PSYCHOLOGICAL ASSOCIATION, DIVISION 53 2022; 51:651-661. [PMID: 33471576 PMCID: PMC8289945 DOI: 10.1080/15374416.2020.1864738] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
OBJECTIVE Child maltreatment is among the strongest predictors of posttraumatic stress disorder (PTSD). However, less than 40% of children who have been maltreated are ever diagnosed with PTSD, suggesting that exposure to child maltreatment alone is insufficient to explain this risk. This study examined whether epigenetic age acceleration, a stress-sensitive biomarker derived from DNA methylation, explains variation in PTSD diagnostic status subsequent to child maltreatment. METHOD Children and adolescents (N = 70; 65.7% female), 8-15 years of age (M = 12.00, SD = 2.37) and exposed to substantiated child maltreatment within the 12 months prior to study entry, were enrolled. Participants provided epithelial cheek cells via buccal swab for genotyping and quantification of epigenetic age acceleration within a case-control design. PTSD diagnostic status was determined using the Child PTSD Symptoms Scale according to the DSM-IV-TR algorithm. RESULTS Epigenetic age acceleration predicted current PTSD status, revealing an effect size magnitude in the moderate range, OR = 2.35, 95% CI: 1.22- 4.51, after adjusting for sample demographics, polygenic risk for PTSD, and lifetime exposure to other childhood adversities. Supplemental analyses demonstrated that epigenetic age acceleration was related to a greater severity of PTSD arousal symptoms (r =.29, p =.015). There were no differential effects for child maltreatment subtype on epigenetic age acceleration or PTSD status. CONCLUSIONS The biological embedding of child maltreatment may explain variation in PTSD diagnostic status and serve as a novel approach for informing selective prevention or precision-based therapeutics for those at risk for PTSD.
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Affiliation(s)
- Chad E Shenk
- Department of Human Development and Family Studies, The Pennsylvania State University
- Department of Pediatrics, The Pennsylvania State University College of Medicine
| | - Kieran J O'Donnell
- The Douglas Hospital Research Centre, Department of Psychiatry, McGill University
- Child and Brain Developmental Program, Canadian Institute for Advanced Research
| | - Irina Pokhvisneva
- The Douglas Hospital Research Centre, Department of Psychiatry, McGill University
| | - Michael S Kobor
- Child and Brain Developmental Program, Canadian Institute for Advanced Research
- Centre for Molecular Medicine and Therapeutics, Department of Medical Genetics, University of British Columbia
| | - Michael J Meaney
- The Douglas Hospital Research Centre, Department of Psychiatry, McGill University
- Child and Brain Developmental Program, Canadian Institute for Advanced Research
- Agency for Science, Technology and Research, Singapore Institute of Clinical Sciences
| | - Heather E Bensman
- Department of Pediatrics, The University of Cincinnati College of Medicine
| | - Elizabeth K Allen
- Department of Human Development and Family Studies, The Pennsylvania State University
| | - Anneke E Olson
- Department of Human Development and Family Studies, The Pennsylvania State University
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23
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Caradonna SG, Paul MR, Marrocco J. Evidence for an allostatic epigenetic memory on chromatin footprints after double-hit acute stress. Neurobiol Stress 2022; 20:100475. [PMID: 36032404 PMCID: PMC9400173 DOI: 10.1016/j.ynstr.2022.100475] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2022] [Revised: 07/25/2022] [Accepted: 07/27/2022] [Indexed: 11/25/2022] Open
Abstract
Stress induces allostatic responses, whose limits depend on genetic background and the nature of the challenges. Allostatic load reflects the cumulation of these reponses over the course of life. Acute stress is usually associated with adaptive responses, although, depending on the intensity of the stress and individual differences , some may experience maladaptive coping that persists through life and may influence subsequent responses to stressful events, as is the case of post-traumatic stress disorder. We investigated the behavioral traits and epigenetic signatures in a double-hit mouse model of acute stress in which heterotypic stressors (acute swim stress and acute restraint stress) were applied within a 7-day interval period. The ventral hippocampus was isolated to study the footprints of chromatin accessibility driven by exposure to double-hit stress. Using ATAC sequencing to determine regions of open chromatin, we showed that depending on the number of acute stressors, several gene sets related to development, immune function, cell starvation, translation, the cytoskeleton, and DNA modification were reprogrammed in both males and females. Chromatin accessibility for transcription factor binding sites showed that stress altered the accessibility for androgen, glucocorticoid, and mineralocorticoid receptor binding sites (AREs/GREs) at the genome-wide level, with double-hit stressed mice displaying a profile unique from either single hit of acute stress. The investigation of AREs/GREs adjacent to gene coding regions revealed several stress-related genes, including Fkbp5, Zbtb16, and Ddc, whose chromatin accessibility was affected by prior exposure to stress. These data demonstrate that acute stress is not truly acute because it induces allostatic signatures that persist in the epigenome and may manifest when a second challenge hits later in life.
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Affiliation(s)
| | - Matthew R. Paul
- Bioinformatics Resource Center, The Rockefeller University, New York, NY, USA
| | - Jordan Marrocco
- Laboratory of Neuroendocrinology, The Rockefeller University, New York, NY, USA
- Department of Biology, Touro University, New York, NY, USA
- Corresponding author. Department of Biology, Touro University, New York, NY, USA.
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24
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Wanstrath BJ, McLean SA, Zhao Y, Mickelson J, Bauder M, Hausch F, Linnstaedt SD. Duration of Reduction in Enduring Stress-Induced Hyperalgesia Via FKBP51 Inhibition Depends on Timing of Administration Relative to Traumatic Stress Exposure. THE JOURNAL OF PAIN 2022; 23:1256-1267. [PMID: 35296422 PMCID: PMC9271550 DOI: 10.1016/j.jpain.2022.02.007] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/09/2021] [Revised: 01/31/2022] [Accepted: 02/14/2022] [Indexed: 06/14/2023]
Abstract
Chronic pain development is a frequent outcome of severe stressor exposure, with or without tissue injury. Enduring stress-induced hyperalgesia (ESIH) is believed to play a central role, but the precise mechanisms mediating the development of chronic post-traumatic pain, and the time-dependency of these mechanisms, remain poorly understood. Clinical and preclinical data suggest that the inhibition of FK506-binding protein 51 (FKBP51), a key stress system regulator, might prevent ESIH. We evaluated whether peritraumatic inhibition of FKBP51 in an animal model of traumatic stress exposure, the single prolonged stress (SPS) model, reversed ESIH evaluated via daily mechanical von Frey testing. FKBP51 inhibition was achieved using SAFit2, a potent and specific small molecule inhibitor of FKBP51, administered to male and female Sprague-Dawley rats via intraperitoneal injection. To assess timing effects, FKBP51 was administered at different times relative to stress (SPS) exposure. SAFit2 administration immediately after SPS produced a complete reversal in ESIH lasting >7 days. In contrast, SAFit2 administration 72 hours following SPS produced only temporary hyperalgesia reversal, and administration 120h following SPS had no effect. Similarly, animals undergoing SPS together with tissue injury (plantar incision) receiving SAFit2 immediately post-surgery developed acute hyperalgesia but recovered by 4 days and did not develop ESIH. These data suggest that: 1) FKBP51 plays an important, time-dependent role in ESIH pathogenesis, 2) time windows of opportunity may exist to prevent ESIH via FKBP51 inhibition after traumatic stress, with or without tissue injury, and 3) the use of inhibitors of specific pathways may provide new insights into chronic post-traumatic pain development. PERSPECTIVE: The current work adds to a growing body of literature indicating that FKBP51 inhibition is a highly promising potential treatment strategy for reducing hyperalgesia. In the case of post-traumatic chronic pain, we show that such a treatment strategy would be particularly impactful if administered early after traumatic stress exposure.
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Affiliation(s)
- Britannia J Wanstrath
- Department of Anesthesiology, University of North Carolina, Chapel Hill, North Carolina; Institute for Trauma Recovery, University of North Carolina, Chapel Hill, North Carolina
| | - Samuel A McLean
- Department of Anesthesiology, University of North Carolina, Chapel Hill, North Carolina; Institute for Trauma Recovery, University of North Carolina, Chapel Hill, North Carolina; Department of Emergency Medicine, University of North Carolina, Chapel Hill, North Carolina
| | - Ying Zhao
- Department of Anesthesiology, University of North Carolina, Chapel Hill, North Carolina; Institute for Trauma Recovery, University of North Carolina, Chapel Hill, North Carolina
| | - Jacqueline Mickelson
- Department of Anesthesiology, University of North Carolina, Chapel Hill, North Carolina; Institute for Trauma Recovery, University of North Carolina, Chapel Hill, North Carolina
| | - Michael Bauder
- Department of Chemistry and Biochemistry, Technical University Darmstadt, Darmstadt, Germany
| | - Felix Hausch
- Department of Chemistry and Biochemistry, Technical University Darmstadt, Darmstadt, Germany
| | - Sarah D Linnstaedt
- Department of Anesthesiology, University of North Carolina, Chapel Hill, North Carolina; Institute for Trauma Recovery, University of North Carolina, Chapel Hill, North Carolina.
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25
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Daskalakis NP, Meijer OC, de Kloet ER. Mineralocorticoid receptor and glucocorticoid receptor work alone and together in cell-type-specific manner: Implications for resilience prediction and targeted therapy. Neurobiol Stress 2022; 18:100455. [PMID: 35601687 PMCID: PMC9118500 DOI: 10.1016/j.ynstr.2022.100455] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2022] [Revised: 03/30/2022] [Accepted: 04/19/2022] [Indexed: 12/24/2022] Open
Abstract
'You can't roll the clock back and reverse the effects of experiences' Bruce McEwen used to say when explaining how allostasis labels the adaptive process. Here we will for once roll the clock back to the times that the science of the glucocorticoid hormone was honored with a Nobel prize and highlight the discovery of their receptors in the hippocampus as inroad to its current status as master regulator in control of stress coping and adaptation. Glucocorticoids operate in concert with numerous neurotransmitters, neuropeptides, and other hormones with the aim to facilitate processing of information in the neurocircuitry of stress, from anticipation and perception of a novel experience to behavioral adaptation and memory storage. This action, exerted by the glucocorticoids, is guided by two complementary receptor systems, mineralocorticoid receptors (MR) and glucocorticoid receptors (GR), that need to be balanced for a healthy stress response pattern. Here we discuss the cellular, neuroendocrine, and behavioral studies underlying the MR:GR balance concept, highlight the relevance of hypothalamic-pituitary-adrenal (HPA) -axis patterns and note the limited understanding yet of sexual dimorphism in glucocorticoid actions. We conclude with the prospect that (i) genetically and epigenetically regulated receptor variants dictate cell-type-specific transcriptome signatures of stress-related neuropsychiatric symptoms and (ii) selective receptor modulators are becoming available for more targeted treatment. These two new developments may help to 'restart the clock' with the prospect to support resilience.
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Affiliation(s)
| | - Onno C. Meijer
- Division of Endocrinology, Department of Medicine, Leiden University Medical Center, Leiden, the Netherlands
| | - E. Ron de Kloet
- Division of Endocrinology, Department of Medicine, Leiden University Medical Center, Leiden, the Netherlands
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26
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Friend SF, Nachnani R, Powell SB, Risbrough VB. C-Reactive Protein: Marker of risk for post-traumatic stress disorder and its potential for a mechanistic role in trauma response and recovery. Eur J Neurosci 2022; 55:2297-2310. [PMID: 33131159 PMCID: PMC8087722 DOI: 10.1111/ejn.15031] [Citation(s) in RCA: 30] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2020] [Revised: 09/17/2020] [Accepted: 10/06/2020] [Indexed: 01/08/2023]
Abstract
Increasing evidence indicates that inflammation plays a role in PTSD and stress disorder pathophysiology. PTSD is consistently associated with higher circulating inflammatory protein levels. Rodent models demonstrate that inflammation promotes enduring avoidance and arousal behaviors after severe stressors (e.g., predator exposure and social defeat), suggesting that inflammation may play a mechanistic role in trauma disorders. C-reactive protein (CRP) is an innate acute phase reactant produced by the liver after acute infection and chronic disease. A growing number of investigations report associations with PTSD diagnosis and elevated peripheral CRP, CRP gene mutations, and CRP gene expression changes in immune signaling pathways. CRP is reasonably established as a potential marker of PTSD and trauma exposure, but if and how it may play a mechanistic role is unclear. In this review, we discuss the current understanding of immune mechanisms in PTSD with a particular focus on the innate immune signaling factor, CRP. We found that although there is consistent evidence of an association of CRP with PTSD symptoms and risk, there is a paucity of data on how CRP might contribute to CNS inflammation in PTSD, and consequently, PTSD symptoms. We discuss potential mechanisms through which CRP could modulate enduring peripheral and CNS stress responses, along with future areas of investigation probing the role of CRP and other innate immune signaling factors in modulating trauma responses. Overall, we found that CRP likely contributes to central inflammation, but how it does so is an area for further study.
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Affiliation(s)
- Samantha F. Friend
- Veterans Affairs Center of Excellence for Stress and Mental HealthSan DiegoCAUSA
- Department of PsychiatryUniversity of California San DiegoSan DiegoCAUSA
| | - Rahul Nachnani
- Department of PharmacologyPenn State College of MedicineHersheyPAUSA
| | - Susan B. Powell
- Department of PsychiatryUniversity of California San DiegoSan DiegoCAUSA
- Research ServiceVA San Diego Healthcare SystemSan DiegoCAUSA
| | - Victoria B. Risbrough
- Veterans Affairs Center of Excellence for Stress and Mental HealthSan DiegoCAUSA
- Department of PsychiatryUniversity of California San DiegoSan DiegoCAUSA
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27
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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] [MESH Headings] [Grants] [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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Traniello IM, Hamilton AR, Gernat T, Cash-Ahmed AC, Harwood GP, Ray AM, Glavin A, Torres J, Goldenfeld N, Robinson GE. Context-dependent influence of threat on honey bee social network dynamics and brain gene expression. J Exp Biol 2022; 225:jeb243738. [PMID: 35202460 PMCID: PMC9001921 DOI: 10.1242/jeb.243738] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2021] [Accepted: 02/17/2022] [Indexed: 11/20/2022]
Abstract
Adverse social experience affects social structure by modifying the behavior of individuals, but the relationship between an individual's behavioral state and its response to adversity is poorly understood. We leveraged naturally occurring division of labor in honey bees and studied the biological embedding of environmental threat using laboratory assays and automated behavioral tracking of whole colonies. Guard bees showed low intrinsic levels of sociability compared with foragers and nurse bees, but large increases in sociability following exposure to a threat. Threat experience also modified the expression of caregiving-related genes in a brain region called the mushroom bodies. These results demonstrate that the biological embedding of environmental experience depends on an individual's societal role and, in turn, affects its future sociability.
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Affiliation(s)
- Ian M. Traniello
- Carl R. Woese Institute for Genomic Biology, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
- Neuroscience Program, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
| | - Adam R. Hamilton
- Carl R. Woese Institute for Genomic Biology, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
- Neuroscience Program, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
| | - Tim Gernat
- Carl R. Woese Institute for Genomic Biology, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
- Swarm Intelligence and Complex Systems Group, Department of Computer Science, Leipzig University, Liepzig D-04109, Germany
| | - Amy C. Cash-Ahmed
- Carl R. Woese Institute for Genomic Biology, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
| | - Gyan P. Harwood
- Department of Entomology, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
| | - Allyson M. Ray
- Carl R. Woese Institute for Genomic Biology, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
| | - Abigail Glavin
- Carl R. Woese Institute for Genomic Biology, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
| | - Jacob Torres
- Department of Entomology, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
| | - Nigel Goldenfeld
- Department of Physics, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
| | - Gene E. Robinson
- Carl R. Woese Institute for Genomic Biology, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
- Neuroscience Program, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
- Department of Entomology, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
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Hoke A, Chakraborty N, Gautam A, Hammamieh R, Jett M. Acute and Delayed Effects of Stress Eliciting Post-Traumatic Stress-Like Disorder Differentially Alters Fecal Microbiota Composition in a Male Mouse Model. Front Cell Infect Microbiol 2022; 12:810815. [PMID: 35300376 PMCID: PMC8921487 DOI: 10.3389/fcimb.2022.810815] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2021] [Accepted: 02/04/2022] [Indexed: 11/19/2022] Open
Abstract
The association between the shift in fecal resident microbiome and social conflicts with long-term consequences on psychological plasticity, such as the development of post-traumatic stress disorder (PTSD), is yet to be comprehended. We developed an aggressor-exposed (Agg-E) social stress (SS) mouse model to mimic warzone-like conflicts, where random life-threatening interactions took place between naïve intruder mice and aggressive resident mice. Gradually these Agg-E mice developed distinct characteristics simulating PTSD-like aspects, whereas the control mice not exposed to Agg-E SS demonstrated distinct phenotypes. To further investigate the role of Agg-E SS on the resident microbiome, 16S rRNA gene sequencing was assayed using fecal samples collected at pre-, during, and post-SS time points. A time agonist shift in the fecal microbial composition of Agg-E mice in contrast to its controls suggested a persistent impact of Agg-E SS on resident microbiota. At the taxonomic level, Agg-E SS caused a significant shift in the time-resolved ratios of Firmicutes and Bacteroidetes abundance. Furthermore, Agg-E SS caused diverging shifts in the relative abundances of Verrucomicrobia and Actinobacteria. An in silico estimation of genomic potential identified a potentially perturbed cluster of bioenergetic networks, which became increasingly enriched with time since the termination of Agg-E SS. Supported by a growing number of studies, our results indicated the roles of the microbiome in a wide range of phenotypes that could mimic the comorbidities of PTSD, which would be directly influenced by energy deficiency. Together, the present work suggested the fecal microbiome as a potential tool to manage long-term effects of social conflicts, including the management of PTSD.
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Affiliation(s)
- Allison Hoke
- Oak Ridge Institute for Science and Education (ORISE), Oak Ridge, TN, United States
- Medical Readiness Systems Biology Branch, Center for Military Psychiatry and Neuroscience Research (CMPN), Walter Reed Army Institute of Research (WRAIR), Silver Spring, MD, United States
| | - Nabarun Chakraborty
- Medical Readiness Systems Biology Branch, Center for Military Psychiatry and Neuroscience Research (CMPN), Walter Reed Army Institute of Research (WRAIR), Silver Spring, MD, United States
- *Correspondence: Nabarun Chakraborty, ; Aarti Gautam,
| | - Aarti Gautam
- Medical Readiness Systems Biology Branch, Center for Military Psychiatry and Neuroscience Research (CMPN), Walter Reed Army Institute of Research (WRAIR), Silver Spring, MD, United States
- *Correspondence: Nabarun Chakraborty, ; Aarti Gautam,
| | - Rasha Hammamieh
- Medical Readiness Systems Biology Branch, Center for Military Psychiatry and Neuroscience Research (CMPN), Walter Reed Army Institute of Research (WRAIR), Silver Spring, MD, United States
| | - Marti Jett
- Medical Readiness Systems Biology Branch, Center for Military Psychiatry and Neuroscience Research (CMPN), Walter Reed Army Institute of Research (WRAIR), Silver Spring, MD, United States
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Gan C, Jin Z, Hu G, Li Z, Yan M. Integrated Analysis of miRNA and mRNA Expression Profiles Reveals the Molecular Mechanism of Posttraumatic Stress Disorder and Therapeutic Drugs. Int J Gen Med 2022; 15:2669-2680. [PMID: 35300145 PMCID: PMC8922041 DOI: 10.2147/ijgm.s334877] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2021] [Accepted: 01/28/2022] [Indexed: 12/23/2022] Open
Abstract
Purpose Post-traumatic stress disorder (PTSD) is a result of trauma exposure and is related to psychological suffering as a long-lasting health issue. Further analysis of the networks and genes involved in PTSD are critical to the molecular mechanisms of PTSD. Methods In this study, we aimed to identify key genes and molecular interaction networks involved in the pathogenesis of PTSD by integrating mRNA and miRNA data. Results By integrating three high-throughput datasets, 5606 differentially expressed genes (DEGs) were detected, including five differentially expressed miRNAs (DEmiRNAs) and 5525 differentially expressed mRNAs (DEmRNAs). Nineteen upregulated and 46 downregulated DEmRNAs were identified in both GSE64813 and GSE89866 datasets, while five upregulated DEmiRNAs were found in the GSE87768 dataset. Functional annotations of these DEmRNAs indicated that they were mainly enriched in blood coagulation, cell adhesion, platelet activation, and extracellular matrix (ECM)-receptor interaction. Integrated protein-protein and miRNA-protein interaction networks among the DEGs were established with the help of 65 nodes and 121 interactions. Finally, 286 small molecules were obtained based on the Drug-Gene Interaction database (DGIdb). Three genes, prostaglandin-endoperoxide synthase 1 (PTGS1), beta-tubulin gene (TUBB1), and cyclin-dependent kinase inhibitor 1A (CDKN1A), were the most promising targets for PTSD therapy. Additionally, the present study also provided a higher performance diagnostic model for PTSD based on 17 DEmRNAs, which was validated in two independent datasets, GSE109409 and GSE63878. Conclusion Our data provides a new molecular aspect that ECM-receptor interaction and the platelet activation process could be the potential molecular mechanism of PTSD, and the genes involved in this process may be promising therapeutic targets. A higher-performance diagnostic model for PTSD has also been identified.
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Affiliation(s)
- Chunchun Gan
- Quzhou College of Technology, Quzhou, Zhejiang, 324000, People’s Republic of China
| | - Zhan Jin
- Quzhou College of Technology, Quzhou, Zhejiang, 324000, People’s Republic of China
| | - Gaobo Hu
- Quzhou College of Technology, Quzhou, Zhejiang, 324000, People’s Republic of China
| | - Zheming Li
- College of Pharmacy, Hangzhou Medical College, Hangzhou, Zhejiang, People’s Republic of China
- Zheming Li, College of Pharmacy, Hangzhou Medical College, Hanzhou, People’s Republic of China, Email
| | - Minli Yan
- Department of Neurology, The First Affiliated Hospital of Zhejiang Chinese Medical University (Zhejiang Provincial Hospital of Traditional Chinese Medicine), Hangzhou, 310000, Zhejiang, People’s Republic of China
- Correspondence: Minli Yan, Department of Neurology, The First Affiliated Hospital of Zhejiang Chinese Medical University (Zhejiang Provincial Hospital of Traditional Chinese Medicine), Hangzhou, 310000, Zhejiang, People’s Republic of China, Tel +86-571-87077785, Email
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31
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Al Yacoub ON, Awwad HO, Zhang Y, Standifer KM. Therapeutic potential of nociceptin/orphanin FQ peptide (NOP) receptor modulators for treatment of traumatic brain injury, traumatic stress, and their co-morbidities. Pharmacol Ther 2022; 231:107982. [PMID: 34480968 DOI: 10.1016/j.pharmthera.2021.107982] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2021] [Revised: 08/12/2021] [Accepted: 08/12/2021] [Indexed: 12/22/2022]
Abstract
The nociceptin/orphanin FQ (N/OFQ) peptide (NOP) receptor is a member of the opioid receptor superfamily with N/OFQ as its endogenous agonist. Wide expression of the NOP receptor and N/OFQ, both centrally and peripherally, and their ability to modulate several biological functions has led to development of NOP receptor modulators by pharmaceutical companies as therapeutics, based upon their efficacy in preclinical models of pain, anxiety, depression, Parkinson's disease, and substance abuse. Both posttraumatic stress disorder (PTSD) and traumatic brain injury (TBI) are debilitating conditions that significantly affect the quality of life of millions of people around the world. PTSD is often a consequence of TBI, and, especially for those deployed to, working and/or living in a war zone or are first responders, they are comorbid. PTSD and TBI share common symptoms, and negatively influence outcomes as comorbidities of the other. Unfortunately, a lack of effective therapies or therapeutic agents limits the long term quality of life for either TBI or PTSD patients. Ours, and other groups, demonstrated that PTSD and TBI preclinical models elicit changes in the N/OFQ-NOP receptor system, and that administration of NOP receptor ligands alleviated some of the neurobiological and behavioral changes induced by brain injury and/or traumatic stress exposure. Here we review the past and most recent progress on understanding the role of the N/OFQ-NOP receptor system in PTSD and TBI neurological and behavioral sequelae. There is still more to understand about this neuropeptide system in both PTSD and TBI, but current findings warrant further examination of the potential utility of NOP modulators as therapeutics for these disorders and their co-morbidities. We advocate the development of standards for common data elements (CDE) reporting for preclinical PTSD studies, similar to current preclinical TBI CDEs. That would provide for more standardized data collection and reporting to improve reproducibility, interpretation and data sharing across studies.
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Affiliation(s)
- Omar N Al Yacoub
- Department of Pharmaceutical Sciences, University of Oklahoma College of Pharmacy, OUHSC, Oklahoma City, OK 73117, United States of America
| | - Hibah O Awwad
- Department of Pharmaceutical Sciences, University of Oklahoma College of Pharmacy, OUHSC, Oklahoma City, OK 73117, United States of America
| | - Yong Zhang
- Department of Pharmaceutical Sciences, University of Oklahoma College of Pharmacy, OUHSC, Oklahoma City, OK 73117, United States of America
| | - Kelly M Standifer
- Department of Pharmaceutical Sciences, University of Oklahoma College of Pharmacy, OUHSC, Oklahoma City, OK 73117, United States of America.
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Lappé M, Jeffries Hein R. You Are What Your Mother Endured: Intergenerational Epigenetics, Early Caregiving, and the Temporal Embedding of Adversity. Med Anthropol Q 2021; 35:458-475. [PMID: 35066926 PMCID: PMC9583719 DOI: 10.1111/maq.12683] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2020] [Revised: 08/04/2021] [Accepted: 08/09/2021] [Indexed: 11/29/2022]
Abstract
Environmental epigenetics has become a site of growing attention related to the intergenerational effects of stress, trauma, and adversity. This article draws on a multi-sited ethnography of epigenetic knowledge production in the United States and Canada to document how scientists conceptualize, model, and measure these experiences and their effects on children's neurodevelopmental and behavioral health. We find that scientists' efforts to identify the molecular effects of stress, trauma, and adversity results in a temporal focus on the mother-child dyad during early life. This has the effect of biologizing early childhood adversity, positioning it as a consequence of caregiving, and producing epigenetic findings that often align with individually oriented interventions rather than social and structural change. Our analysis suggests that epigenetic models of stress, trauma, and adversity therefore situate histories of oppression, inequality, and subjugation in discrete and gendered family relations, resulting in the temporal embedding of adversity during early life.
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Affiliation(s)
- Martine Lappé
- Social Sciences Department, California Polytechnic State University, San Luis Obispo
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33
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Katrinli S, Smith AK. Immune system regulation and role of the human leukocyte antigen in posttraumatic stress disorder. Neurobiol Stress 2021; 15:100366. [PMID: 34355049 PMCID: PMC8322450 DOI: 10.1016/j.ynstr.2021.100366] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2020] [Revised: 05/28/2021] [Accepted: 07/10/2021] [Indexed: 11/01/2022] Open
Abstract
Posttraumatic stress disorder (PTSD) is a debilitating condition that adversely affect mental and physical health. Recent studies have increasingly explored the role of the immune system in risk for PTSD and its related symptoms. Dysregulation of the immune system may lead to central nervous system tissue damage and impair learning and memory processes. Individuals with PTSD often have comorbid inflammatory or auto-immune disorders. Evidence shows associations between PTSD and multiple genes that are involved in immune-related or inflammatory pathways. In this review, we will summarize the evidence of immune dysregulation in PTSD, outlining the contributions of distinct cell types, genes, and biological pathways. We use the Human Leukocyte Antigen (HLA) locus to illustrate the contribution of genetic variation to function in different tissues that contribute to PTSD etiology, severity, and comorbidities.
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Affiliation(s)
- Seyma Katrinli
- Emory University, Department of Gynecology and Obstetrics, Atlanta, GA, USA
| | - Alicia K. Smith
- Emory University, Department of Gynecology and Obstetrics, Atlanta, GA, USA
- Emory University School of Medicine, Department of Psychiatry and Behavioral Sciences, Atlanta, GA, USA
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Lguensat A, Boudjafad Z, Giorla E, Bennis M, Baunez C, Garcia R, Ba-M'hamed S. Repeated ethanol exposure following avoidance conditioning impairs avoidance extinction and modifies conditioning-associated prefrontal dendritic changes in a mouse model of post-traumatic stress disorder. Eur J Neurosci 2021; 54:7710-7732. [PMID: 34670326 DOI: 10.1111/ejn.15499] [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: 04/06/2021] [Revised: 09/30/2021] [Accepted: 10/06/2021] [Indexed: 11/28/2022]
Abstract
Treatment of post-traumatic stress disorder is complicated by the presence of alcohol use disorder comorbidity. Little is known about the underlying brain mechanisms. We have recently shown, in mice, that the post-traumatic stress disorder-like phenotype is characterised by the increase and decrease in total dendritic number and length in the prelimbic and infralimbic areas of the medial prefrontal cortex, respectively. Here, we examined whether repeated ethanol exposure would exacerbate these changes and whether this would be associated with difficulty to extinguish passive avoidance behaviour, as an indicator of treatment resistance. We also analysed whether other known trauma-associated changes, like increased or decreased corticosterone and decreased brain-derived neurotrophic factor levels, would also be exacerbated. Male mice underwent trauma exposure (1.5-mA footshock), followed, 8 days later, by a conditioned place preference training with ethanol. Tests for fear sensitization, passive avoidance, anxiety-like behaviour, extinction acquisition and relapse susceptibility were used to assess behaviour changes. Plasma corticosterone and brain-derived neurotrophic factor levels and prefrontal dendritic changes were subsequently measured. Trauma-susceptible mice exposed to ethanol acquired a strong place preference and behaved differently from those not exposed to ethanol, with delayed avoidance extinction and higher avoidance relapse vulnerability. Ethanol potentiated trauma-associated dendritic changes in the prelimbic area and suppressed trauma-associated dendritic changes in the infralimbic area. However, ethanol had no effect on trauma-induced increased corticosterone and decreased brain-derived neurotrophic factor levels. These data suggest that the modification of prefrontal trauma-related changes, due to alcohol use, can characterise, and probably support, treatment-resistant post-traumatic stress disorder.
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Affiliation(s)
- Asmae Lguensat
- Laboratoire de Pharmacologie, Neurobiologie, Anthropologie et Environnement, Université Cadi Ayyad, Marrakesh, Morocco.,Centre National de la Recherche Scientifique, Institut de Neurosciences de la Timone, Aix Marseille Université, Marseille, France
| | - Zineb Boudjafad
- Laboratoire de Pharmacologie, Neurobiologie, Anthropologie et Environnement, Université Cadi Ayyad, Marrakesh, Morocco
| | - Elodie Giorla
- Centre National de la Recherche Scientifique, Institut de Neurosciences de la Timone, Aix Marseille Université, Marseille, France
| | - Mohamed Bennis
- Laboratoire de Pharmacologie, Neurobiologie, Anthropologie et Environnement, Université Cadi Ayyad, Marrakesh, Morocco
| | - Christelle Baunez
- Centre National de la Recherche Scientifique, Institut de Neurosciences de la Timone, Aix Marseille Université, Marseille, France
| | - René Garcia
- Centre National de la Recherche Scientifique, Institut de Neurosciences de la Timone, Aix Marseille Université, Marseille, France.,Graduate School of Life and Health Sciences, Université Côte d'Azur, Nice, France
| | - Saadia Ba-M'hamed
- Laboratoire de Pharmacologie, Neurobiologie, Anthropologie et Environnement, Université Cadi Ayyad, Marrakesh, Morocco
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35
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Soares S, Rocha V, Kelly-Irving M, Stringhini S, Fraga S. Adverse Childhood Events and Health Biomarkers: A Systematic Review. Front Public Health 2021; 9:649825. [PMID: 34490175 PMCID: PMC8417002 DOI: 10.3389/fpubh.2021.649825] [Citation(s) in RCA: 34] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2021] [Accepted: 07/28/2021] [Indexed: 12/02/2022] Open
Abstract
Background: This systematic review aimed to summarize evidence reporting epigenetic and/or neuro-immuno-endocrine embedding of adverse childhood events (ACEs) in children, with a particular focus on the short-term biological effect of those experiences. Methods: A search was conducted in PsycINFO®, PubMed®, Isi Web of Knowledge and Scopus, until July 2019, to identify papers reporting the short-term biological effects of exposure to ACEs. Results: The search identified 58 studies, that were included in the review. Regarding exposure, the type of ACE more frequently reported was sexual abuse (n = 26), followed by life stressors (n = 20) and physical abuse (n = 19). The majority (n = 17) of studies showed a positive association between ACEs and biomarkers of the immune system. Regarding DNA methylation 18 studies showed more methylation in participants exposed to ACEs. Two studies presented the effect of ACEs on telomere length and showed that exposure was associated with shorter telomere length. Conclusion: Overall the associations observed across studies followed the hypothesis that ACEs are associated with biological risk already at early ages. This is supporting evidence that ACEs appear to get “under the skin” and induce physiological changes and these alterations might be strongly associated with later development of disease.
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Affiliation(s)
- Sara Soares
- EPIUnit - Instituto de Saúde Pública da Universidade do Porto, Porto, Portugal.,Departamento de Ciências da Saúde Pública e Forenses e Educação Médica, Faculdade de Medicina, Universidade do Porto, Porto, Portugal
| | - Vânia Rocha
- EPIUnit - Instituto de Saúde Pública da Universidade do Porto, Porto, Portugal.,Departamento de Ciências da Saúde Pública e Forenses e Educação Médica, Faculdade de Medicina, Universidade do Porto, Porto, Portugal
| | - Michelle Kelly-Irving
- Faculty of Medicine Purpan, LEASP UMR 1027, Inserm-Université Toulouse III Paul Sabatier, Toulouse, France
| | - Silvia Stringhini
- Department of Epidemiology and Health Systems, Center for Primary Care and Public Health (Unisanté), University of Lausanne, Lausanne, Switzerland.,Unit of Population Epidemiology, Division of Primary Care Medicine, Department of Community Medicine, Primary Care and Emergency Medicine, Geneva University Hospitals, Geneva, Switzerland
| | - Sílvia Fraga
- EPIUnit - Instituto de Saúde Pública da Universidade do Porto, Porto, Portugal.,Departamento de Ciências da Saúde Pública e Forenses e Educação Médica, Faculdade de Medicina, Universidade do Porto, Porto, Portugal
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36
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Garrett ME, Qin XJ, Mehta D, Dennis MF, Marx CE, Grant GA, Injury and Traumatic Stress (INTRuST) Clinical Consortium, Psychiatric Genomics Consortium PTSD Group, Stein MB, Kimbrel NA, Beckham JC, Hauser MA, Ashley-Koch AE. Gene Expression Analysis in Three Posttraumatic Stress Disorder Cohorts Implicates Inflammation and Innate Immunity Pathways and Uncovers Shared Genetic Risk With Major Depressive Disorder. Front Neurosci 2021; 15:678548. [PMID: 34393704 PMCID: PMC8358297 DOI: 10.3389/fnins.2021.678548] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2021] [Accepted: 07/07/2021] [Indexed: 01/09/2023] Open
Abstract
Posttraumatic stress disorder (PTSD) is a complex psychiatric disorder that can develop following exposure to traumatic events. The Psychiatric Genomics Consortium PTSD group (PGC-PTSD) has collected over 20,000 multi-ethnic PTSD cases and controls and has identified both genetic and epigenetic factors associated with PTSD risk. To further investigate biological correlates of PTSD risk, we examined three PGC-PTSD cohorts comprising 977 subjects to identify differentially expressed genes among PTSD cases and controls. Whole blood gene expression was quantified with the HumanHT-12 v4 Expression BeadChip for 726 OEF/OIF veterans from the Veterans Affairs (VA) Mental Illness Research Education and Clinical Center (MIRECC), 155 samples from the Injury and Traumatic Stress (INTRuST) Clinical Consortium, and 96 Australian Vietnam War veterans. Differential gene expression analysis was performed in each cohort separately followed by meta-analysis. In the largest cohort, we performed co-expression analysis to identify modules of genes that are associated with PTSD and MDD. We then conducted expression quantitative trait loci (eQTL) analysis and assessed the presence of eQTL interactions involving PTSD and major depressive disorder (MDD). Finally, we utilized PTSD and MDD GWAS summary statistics to identify regions that colocalize with eQTLs. Although not surpassing correction for multiple testing, the most differentially expressed genes in meta-analysis were interleukin-1 beta (IL1B), a pro-inflammatory cytokine previously associated with PTSD, and integrin-linked kinase (ILK), which is highly expressed in brain and can rescue dysregulated hippocampal neurogenesis and memory deficits. Pathway analysis revealed enrichment of toll-like receptor (TLR) and interleukin-1 receptor genes, which are integral to cellular innate immune response. Co-expression analysis identified four modules of genes associated with PTSD, two of which are also associated with MDD, demonstrating common biological pathways underlying the two conditions. Lastly, we identified four genes (UBA7, HLA-F, HSPA1B, and RERE) with high probability of a shared causal eQTL variant with PTSD and/or MDD GWAS variants, thereby providing a potential mechanism by which the GWAS variant contributes to disease risk. In summary, we provide additional evidence for genes and pathways previously reported and identified plausible novel candidates for PTSD. These data provide further insight into genetic factors and pathways involved in PTSD, as well as potential regions of pleiotropy between PTSD and MDD.
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Affiliation(s)
- Melanie E. Garrett
- Duke Molecular Physiology Institute, Duke University Medical Center, Durham, NC, United States
| | - Xue Jun Qin
- Duke Molecular Physiology Institute, Duke University Medical Center, Durham, NC, United States
| | - Divya Mehta
- Queensland University of Technology, Centre for Genomics and Personalised Health, Faculty of Health, Institute of Health and Biomedical Innovation, Kelvin Grove, QLD, Australia
| | - Michelle F. Dennis
- Durham Veterans Affairs Health Care System, Durham, NC, United States
- VA Mid-Atlantic Mental Illness Research, Education, and Clinical Center, Durham, NC United States
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC, United States
| | - Christine E. Marx
- Durham Veterans Affairs Health Care System, Durham, NC, United States
- VA Mid-Atlantic Mental Illness Research, Education, and Clinical Center, Durham, NC United States
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC, United States
| | - Gerald A. Grant
- Department of Neurosurgery, Stanford University School of Medicine, Stanford, CA, United States
| | | | | | - Murray B. Stein
- Department of Psychiatry, School of Medicine, University of California, San Diego, La Jolla, CA, United States
- Herbert Wertheim School of Public Health, University of California, San Diego, La Jolla, CA, United States
- VA San Diego Healthcare System, San Diego, CA, United States
| | - Nathan A. Kimbrel
- Durham Veterans Affairs Health Care System, Durham, NC, United States
- VA Mid-Atlantic Mental Illness Research, Education, and Clinical Center, Durham, NC United States
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC, United States
| | - Jean C. Beckham
- Durham Veterans Affairs Health Care System, Durham, NC, United States
- VA Mid-Atlantic Mental Illness Research, Education, and Clinical Center, Durham, NC United States
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC, United States
| | - Michael A. Hauser
- Duke Molecular Physiology Institute, Duke University Medical Center, Durham, NC, United States
| | - Allison E. Ashley-Koch
- Duke Molecular Physiology Institute, Duke University Medical Center, Durham, NC, United States
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37
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Yang R, Xu C, Bierer LM, Flory JD, Gautam A, Bader HN, Lehrner A, Makotkine I, Desarnaud F, Miller SA, Jett M, Hammamieh R, Yehuda R. Longitudinal genome-wide methylation study of PTSD treatment using prolonged exposure and hydrocortisone. Transl Psychiatry 2021; 11:398. [PMID: 34282125 PMCID: PMC8289875 DOI: 10.1038/s41398-021-01513-5] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/16/2020] [Revised: 05/28/2021] [Accepted: 06/24/2021] [Indexed: 01/18/2023] Open
Abstract
Epigenetic changes are currently invoked as explanations for both the chronicity and tenacity of post-traumatic stress disorder (PTSD), a heterogeneous condition showing varying, sometimes idiosyncratic responses to treatment. This study evaluated epigenetic markers in the context of a randomized clinical trial of PTSD patients undergoing prolonged-exposure psychotherapy with and without a hydrocortisone augmentation prior to each session. The purpose of the longitudinal epigenome-wide analyses was to identify predictors of recovery (from pretreatment data) or markers associated with symptom change (based on differences between pre- and post-therapy epigenetic changes). The results of these analyses identified the CREB-BDNF signaling pathway, previously linked to startle reaction and fear learning and memory processes, as a convergent marker predicting both symptom change and severity. Several previous-reported resilience markers were also identified (FKBP5, NR3C1, SDK1, and MAD1L1) to associate with PTSD recovery in this study. Especially, the methylation levels of FKBP5 in the gene body region decreased significantly as CAPS score decreased in responders, while no changes occurred in nonresponders. These biomarkers may have future utility in understanding clinical recovery in PTSD and potential applications in predicting treatment effects.
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Affiliation(s)
- Ruoting Yang
- Medical Readiness Systems Biology, Walter Reed Army Institute for Research, Silver Spring, MD, USA.
| | - Changxin Xu
- grid.274295.f0000 0004 0420 1184Department of Psychiatry, James J. Peters VA Medical Center, Bronx, NY USA
| | - Linda M. Bierer
- grid.274295.f0000 0004 0420 1184Department of Psychiatry, James J. Peters VA Medical Center, Bronx, NY USA
| | - Janine D. Flory
- grid.274295.f0000 0004 0420 1184Department of Psychiatry, James J. Peters VA Medical Center, Bronx, NY USA ,grid.59734.3c0000 0001 0670 2351Department of Psychiatry, Icahn School of Medicine at Mount Sinai, Mount Sinai, NY USA
| | - Aarti Gautam
- grid.507680.c0000 0001 2230 3166Medical Readiness Systems Biology, Walter Reed Army Institute for Research, Silver Spring, MD USA
| | - Heather N. Bader
- grid.274295.f0000 0004 0420 1184Department of Psychiatry, James J. Peters VA Medical Center, Bronx, NY USA
| | - Amy Lehrner
- grid.274295.f0000 0004 0420 1184Department of Psychiatry, James J. Peters VA Medical Center, Bronx, NY USA ,grid.59734.3c0000 0001 0670 2351Department of Psychiatry, Icahn School of Medicine at Mount Sinai, Mount Sinai, NY USA
| | - Iouri Makotkine
- grid.59734.3c0000 0001 0670 2351Department of Psychiatry, Icahn School of Medicine at Mount Sinai, Mount Sinai, NY USA
| | - Frank Desarnaud
- grid.59734.3c0000 0001 0670 2351Department of Psychiatry, Icahn School of Medicine at Mount Sinai, Mount Sinai, NY USA
| | - Stacy A. Miller
- grid.507680.c0000 0001 2230 3166Medical Readiness Systems Biology, Walter Reed Army Institute for Research, Silver Spring, MD USA
| | - Marti Jett
- grid.507680.c0000 0001 2230 3166Medical Readiness Systems Biology, Walter Reed Army Institute for Research, Silver Spring, MD USA
| | - Rasha Hammamieh
- grid.507680.c0000 0001 2230 3166Medical Readiness Systems Biology, Walter Reed Army Institute for Research, Silver Spring, MD USA
| | - Rachel Yehuda
- grid.274295.f0000 0004 0420 1184Department of Psychiatry, James J. Peters VA Medical Center, Bronx, NY USA ,grid.59734.3c0000 0001 0670 2351Department of Psychiatry, Icahn School of Medicine at Mount Sinai, Mount Sinai, NY USA
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38
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Traniello IM, Robinson GE. Neural and Molecular Mechanisms of Biological Embedding of Social Interactions. Annu Rev Neurosci 2021; 44:109-128. [PMID: 34236891 DOI: 10.1146/annurev-neuro-092820-012959] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Animals operate in complex environments, and salient social information is encoded in the nervous system and then processed to initiate adaptive behavior. This encoding involves biological embedding, the process by which social experience affects the brain to influence future behavior. Biological embedding is an important conceptual framework for understanding social decision-making in the brain, as it encompasses multiple levels of organization that regulate how information is encoded and used to modify behavior. The framework we emphasize here is that social stimuli provoke short-term changes in neural activity that lead to changes in gene expression on longer timescales. This process, simplified-neurons are for today and genes are for tomorrow-enables the assessment of the valence of a social interaction, an appropriate and rapid response, and subsequent modification of neural circuitry to change future behavioral inclinations in anticipation of environmental changes. We review recent research on the neural and molecular basis of biological embedding in the context of social interactions, with a special focus on the honeybee.
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Affiliation(s)
- Ian M Traniello
- Neuroscience Program and Carl R. Woese Institute for Genomic Biology, University of Illinois at Urbana-Champaign, Urbana, Illinois 61801, USA;
| | - Gene E Robinson
- Neuroscience Program and Carl R. Woese Institute for Genomic Biology, University of Illinois at Urbana-Champaign, Urbana, Illinois 61801, USA; .,Department of Entomology, University of Illinois at Urbana-Champaign, Urbana, Illinois 61801, USA
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39
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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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40
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Algamal M, Pearson AJ, Hahn-Townsend C, Burca I, Mullan M, Crawford F, Ojo JO. Repeated unpredictable stress and social isolation induce chronic HPA axis dysfunction and persistent abnormal fear memory. Prog Neuropsychopharmacol Biol Psychiatry 2021; 104:110035. [PMID: 32682873 DOI: 10.1016/j.pnpbp.2020.110035] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/17/2020] [Revised: 07/08/2020] [Accepted: 07/12/2020] [Indexed: 12/19/2022]
Abstract
The lack of progress in the psychopharmacological treatment of stress-related disorders such as PTSD is an ongoing crisis due to its negative socioeconomic implications. Current PTSD pharmacotherapy relies on a few FDA approved medications used primarily for depression which offer only symptomatic relief and show limited efficacy. As the population of PTSD patients is growing, the identification of effective etiology-based treatments for the condition is a high priority. This requires an in-depth understanding of the neurobiological and behavioral outcomes of stress in translationally relevant animal models. In this study, we use neuroendocrine, biochemical and behavioral measures to assess the HPA axis function and fear-memory deficits in a mouse model of chronic stress. The chronic stress procedures involved exposure to 21 days of repeated unpredictable stress (RUS), including predator stress, restraint and foot shock, followed by chronic social isolation. We show that mice exposed to our stress paradigm demonstrate exaggerated fear memory recall and blunted HPA axis functionality at one month after RUS. Our neuroendocrinal testing suggests that the attenuated stress response in our model may be related to an alteration in the adrenal MC2 receptor reactivity. While there was no noticeable change in pituitary negative feedback regulation mechanisms, CRH and phosphorylated Glucocorticoid receptors levels were altered in the hypothalamus. We also show that chronic supplementation with a peripheral glucocorticoid receptor agonist (low-dose dexamethasone) after RUS partially restores a number of stress-related behavioral deficits in the RUS model. This suggests a direct relationship between HPA axis function and behavior in our model. Our findings emphasize the importance of the adrenal receptors as a target for HPA axis dysfunction in stress and fear-related disorders.
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Affiliation(s)
- Moustafa Algamal
- Roskamp Institute, 2040 Whitfield Ave, Sarasota, FL 34243, USA; The Open University, Milton Keynes, United Kingdom; James A. Haley Veterans' Hospital, Tampa, FL, United States.
| | - Andrew J Pearson
- Roskamp Institute, 2040 Whitfield Ave, Sarasota, FL 34243, USA; The Open University, Milton Keynes, United Kingdom; James A. Haley Veterans' Hospital, Tampa, FL, United States.
| | | | - Ioana Burca
- Roskamp Institute, 2040 Whitfield Ave, Sarasota, FL 34243, USA.
| | - Michael Mullan
- Roskamp Institute, 2040 Whitfield Ave, Sarasota, FL 34243, USA; The Open University, Milton Keynes, United Kingdom.
| | - Fiona Crawford
- Roskamp Institute, 2040 Whitfield Ave, Sarasota, FL 34243, USA; The Open University, Milton Keynes, United Kingdom; James A. Haley Veterans' Hospital, Tampa, FL, United States.
| | - Joseph O Ojo
- Roskamp Institute, 2040 Whitfield Ave, Sarasota, FL 34243, USA; The Open University, Milton Keynes, United Kingdom; James A. Haley Veterans' Hospital, Tampa, FL, United States.
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41
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Goldberg LR, Zeid D, Kutlu MG, Cole RD, Lallai V, Sebastian A, Albert I, Fowler CD, Parikh V, Gould TJ. Paternal nicotine enhances fear memory, reduces nicotine administration, and alters hippocampal genetic and neural function in offspring. Addict Biol 2021; 26:e12859. [PMID: 31782218 DOI: 10.1111/adb.12859] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2019] [Revised: 10/07/2019] [Accepted: 11/07/2019] [Indexed: 12/22/2022]
Abstract
Nicotine use remains highly prevalent with tobacco and e-cigarette products consumed worldwide. However, increasing evidence of transgenerational epigenetic inheritance suggests that nicotine use may alter behavior and neurobiology in subsequent generations. We tested the effects of chronic paternal nicotine exposure in C57BL6/J mice on fear conditioning in F1 and F2 offspring, as well as conditioned fear extinction and spontaneous recovery, nicotine self-administration, hippocampal cholinergic functioning, RNA expression, and DNA methylation in F1 offspring. Paternal nicotine exposure was associated with enhanced contextual and cued fear conditioning and spontaneous recovery of extinguished fear memories. Further, nicotine reinforcement was reduced in nicotine-sired mice, as assessed in a self-administration paradigm. These behavioral phenotypes were coupled with altered response to nicotine, upregulated hippocampal nicotinic acetylcholine receptor binding, reduced evoked hippocampal cholinergic currents, and altered methylation and expression of hippocampal genes related to neural development and plasticity. Gene expression analysis suggests multigenerational effects on broader gene networks potentially involved in neuroplasticity and mental disorders. The changes in fear conditioning similarly suggest phenotypes analogous to anxiety disorders similar to post-traumatic stress.
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Affiliation(s)
- Lisa R. Goldberg
- Department of Biobehavioral Health Penn State University University Park Pennsylvania
| | - Dana Zeid
- Department of Biobehavioral Health Penn State University University Park Pennsylvania
| | - Munir Gunes Kutlu
- Department of Pharmacology Vanderbilt School of Medicine Nashville Tennessee
| | - Robert D. Cole
- College of Pharmacy University of Kentucky Lexington Kentucky
| | - Valeria Lallai
- Department of Neurobiology and Behavior University of California Irvine Irvine California
| | - Aswathy Sebastian
- Bioinformatics, Biochemistry and Molecular Biology Penn State University University Park PA
| | - Istvan Albert
- Bioinformatics, Biochemistry and Molecular Biology Penn State University University Park PA
| | - Christie D. Fowler
- Department of Neurobiology and Behavior University of California Irvine Irvine California
| | - Vinay Parikh
- Department of Psychology Temple University Philadelphia Pennsylvania
| | - Thomas J. Gould
- Department of Biobehavioral Health Penn State University University Park Pennsylvania
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42
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Torrisi SA, Lavanco G, Maurel OM, Gulisano W, Laudani S, Geraci F, Grasso M, Barbagallo C, Caraci F, Bucolo C, Ragusa M, Papaleo F, Campolongo P, Puzzo D, Drago F, Salomone S, Leggio GM. A novel arousal-based individual screening reveals susceptibility and resilience to PTSD-like phenotypes in mice. Neurobiol Stress 2020; 14:100286. [PMID: 33392367 PMCID: PMC7772817 DOI: 10.1016/j.ynstr.2020.100286] [Citation(s) in RCA: 43] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2020] [Revised: 11/21/2020] [Accepted: 12/06/2020] [Indexed: 12/11/2022] Open
Abstract
Translational animal models for studying post-traumatic stress disorder (PTSD) are valuable for elucidating the poorly understood neurobiology of this neuropsychiatric disorder. These models should encompass crucial features, including persistence of PTSD-like phenotypes triggered after exposure to a single traumatic event, trauma susceptibility/resilience and predictive validity. Here we propose a novel arousal-based individual screening (AIS) model that recapitulates all these features. The AIS model was designed by coupling the traumatization (24 h restraint) of C57BL/6 J mice with a novel individual screening. This screening consists of z-normalization of post-trauma changes in startle reactivity, which is a measure of arousal depending on neural circuits conserved across mammals. Through the AIS model, we identified susceptible mice showing long-lasting hyperarousal (up to 56 days post-trauma), and resilient mice showing normal arousal. Susceptible mice further showed persistent PTSD-like phenotypes including exaggerated fear reactivity and avoidance of trauma-related cue (up to 75 days post-trauma), increased avoidance-like behavior and social/cognitive impairment. Conversely, resilient mice adopted active coping strategies, behaving like control mice. We further uncovered novel transcriptional signatures driven by PTSD-related genes as well as dysfunction of hypothalamic–pituitary–adrenal axis, which corroborated the segregation in susceptible/resilient subpopulations obtained through the AIS model and correlated with trauma susceptibility/resilience. Impaired hippocampal synaptic plasticity was also observed in susceptible mice. Finally, chronic treatment with paroxetine ameliorated the PTSD-like phenotypes of susceptible mice. These findings indicate that the AIS model might be a new translational animal model for the study of crucial features of PTSD. It might shed light on the unclear PTSD neurobiology and identify new pharmacological targets for this difficult-to-treat disorder. The AIS model includes highly requested features necessary to shape a translational PTSD animal model. Susceptible mice identified through the AIS model exhibited persistent PTSD-like phenotypes. Resilient mice identified through the AIS model adopted active coping strategies. The AIS model revealed molecular adaptations underlying trauma susceptibility/resilience. The AIS model meets the criterion of predictive validity by exclusively using susceptible mice.
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Key Words
- 5-trial SM, 5-trial social memory
- AIS, arousal-based individual screening
- ASR, acoustic startle reactivity
- Amy, amygdala
- Animal model
- BDNF, brain derived neurotropic factor
- BST, basal synaptic transmission
- C, control
- CORT, corticosterone
- DSM-5, Diagnostic and Statistical Manual of Mental Disorders
- EPM, elevated plus maze
- FDA, Food and Drug Administration
- FKBP5, FK506 binding protein 5
- FST, forced swim test
- Fear conditioning
- HIP, hippocampus
- HPA, hypothalamic–pituitary–adrenal
- HT, hypothalamus
- OF, open field
- PTSD, post-traumatic stress disorder
- Resilience
- SGK1, serum/glucocorticoid-regulated kinase 1
- SSRIs, selective serotonin reuptake inhibitors
- Stress
- Susceptibility
- TE, trauma-exposed
- Z-score
- fEPSPs, field excitatory post-synaptic potentials
- mPFC, medial prefrontal cortex
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Affiliation(s)
- Sebastiano A Torrisi
- Department of Biomedical and Biotechnological Sciences, University of Catania, Catania, Italy
| | - Gianluca Lavanco
- Department of Biomedical and Biotechnological Sciences, University of Catania, Catania, Italy.,INSERM, U1215 Neurocentre Magendie and University of Bordeaux, Bordeaux, France
| | - Oriana M Maurel
- Department of Biomedical and Biotechnological Sciences, University of Catania, Catania, Italy.,Research Group "Neuronal Plasticity", Max Planck Institute of Psychiatry, Munich, Germany
| | - Walter Gulisano
- Department of Biomedical and Biotechnological Sciences, University of Catania, Catania, Italy
| | - Samuele Laudani
- Department of Biomedical and Biotechnological Sciences, University of Catania, Catania, Italy
| | - Federica Geraci
- Department of Biomedical and Biotechnological Sciences, University of Catania, Catania, Italy
| | - Margherita Grasso
- Oasi Research Institute-IRCCS, Troina, Italy.,Department of Drug Sciences, University of Catania, Catania, Italy
| | - Cristina Barbagallo
- Department of Biomedical and Biotechnological Sciences, University of Catania, Catania, Italy
| | - Filippo Caraci
- Oasi Research Institute-IRCCS, Troina, Italy.,Department of Drug Sciences, University of Catania, Catania, Italy
| | - Claudio Bucolo
- Department of Biomedical and Biotechnological Sciences, University of Catania, Catania, Italy
| | - Marco Ragusa
- Department of Biomedical and Biotechnological Sciences, University of Catania, Catania, Italy.,Oasi Research Institute-IRCCS, Troina, Italy
| | - Francesco Papaleo
- Genetics of Cognition Laboratory, Neuroscience area, Istituto Italiano di Tecnologia, Genova, Italy
| | - Patrizia Campolongo
- Department of Physiology and Pharmacology "Vittorio Erspamer", Sapienza University of Rome, Rome, Italy.,Neurobiology of Behavior Laboratory, Santa Lucia Foundation, Rome, Italy
| | - Daniela Puzzo
- Department of Biomedical and Biotechnological Sciences, University of Catania, Catania, Italy
| | - Filippo Drago
- Department of Biomedical and Biotechnological Sciences, University of Catania, Catania, Italy
| | - Salvatore Salomone
- Department of Biomedical and Biotechnological Sciences, University of Catania, Catania, Italy
| | - Gian Marco Leggio
- Department of Biomedical and Biotechnological Sciences, University of Catania, Catania, Italy
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Moore SJ, Murphy GG, Cazares VA. Turning strains into strengths for understanding psychiatric disorders. Mol Psychiatry 2020; 25:3164-3177. [PMID: 32404949 PMCID: PMC7666068 DOI: 10.1038/s41380-020-0772-y] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/13/2020] [Revised: 04/23/2020] [Accepted: 04/29/2020] [Indexed: 12/12/2022]
Abstract
There is a paucity in the development of new mechanistic insights and therapeutic approaches for treating psychiatric disease. One of the major challenges is reflected in the growing consensus that risk for these diseases is not determined by a single gene, but rather is polygenic, arising from the action and interaction of multiple genes. Canonically, experimental models in mice have been designed to ascertain the relative contribution of a single gene to a disease by systematic manipulation (e.g., mutation or deletion) of a known candidate gene. Because these studies have been largely carried out using inbred isogenic mouse strains, in which there is no (or very little) genetic diversity among subjects, it is difficult to identify unique allelic variants, gene modifiers, and epigenetic factors that strongly affect the nature and severity of these diseases. Here, we review various methods that take advantage of existing genetic diversity or that increase genetic variance in mouse models to (1) strengthen conclusions of single-gene function; (2) model diversity among human populations; and (3) dissect complex phenotypes that arise from the actions of multiple genes.
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Affiliation(s)
- Shannon J Moore
- Michigan Neuroscience Institute & Department of Molecular and Integrative Physiology, University of Michigan, Ann Arbor, MI, USA
| | - Geoffrey G Murphy
- Michigan Neuroscience Institute & Department of Molecular and Integrative Physiology, University of Michigan, Ann Arbor, MI, USA.
| | - Victor A Cazares
- Michigan Neuroscience Institute & Department of Molecular and Integrative Physiology, University of Michigan, Ann Arbor, MI, USA.
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Zimmer C, Hanson HE, Wildman DE, Uddin M, Martin LB. FKBP5: A Key Mediator of How Vertebrates Flexibly Cope with Adversity. Bioscience 2020. [DOI: 10.1093/biosci/biaa114] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
Abstract
Abstract
Flexibility in the regulation of the hypothalamic–pituitary–adrenal (HPA) axis is an important mediator of stress resilience as it helps organisms adjust to, avoid, or compensate for acute and chronic challenges across changing environmental contexts. Glucocorticoids remain the favorite metric from medicine to conservation biology to attempt to quantify stress resilience despite the skepticism around their consistency in relation to individual health, welfare, and fitness. We suggest that a cochaperone molecule related to heat shock proteins and involved in glucocorticoid receptor activity, FKBP5, may mediate HPA flexibility and therefore stress resilience because it affects how individuals can regulate glucocorticoids and therefore capacitates their abilities to adjust phenotypes appropriately to prevailing, adverse conditions. Although the molecule is well studied in the biomedical literature, FKBP5 research in wild vertebrates is limited. In the present article, we highlight the potential major role of FKBP5 as mediator of HPA axis flexibility in response to adversity in humans and lab rodents.
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Affiliation(s)
- Cedric Zimmer
- Global and Planetary Health Department of the College of Public Health, University of South Florida, Tampa, Florida
| | - Haley E Hanson
- Global and Planetary Health Department of the College of Public Health, University of South Florida, Tampa, Florida
| | - Derek E Wildman
- Global and Planetary Health Department of the College of Public Health, University of South Florida, Tampa, Florida
| | - Monica Uddin
- Global and Planetary Health Department of the College of Public Health, University of South Florida, Tampa, Florida
| | - Lynn B Martin
- Global and Planetary Health Department of the College of Public Health, University of South Florida, Tampa, Florida
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Notaras M, van den Buuse M. Neurobiology of BDNF in fear memory, sensitivity to stress, and stress-related disorders. Mol Psychiatry 2020; 25:2251-2274. [PMID: 31900428 DOI: 10.1038/s41380-019-0639-2] [Citation(s) in RCA: 228] [Impact Index Per Article: 45.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/20/2019] [Revised: 12/01/2019] [Accepted: 12/12/2019] [Indexed: 01/17/2023]
Abstract
Brain-derived neurotrophic factor (BDNF) is widely accepted for its involvement in resilience and antidepressant drug action, is a common genetic locus of risk for mental illnesses, and remains one of the most prominently studied molecules within psychiatry. Stress, which arguably remains the "lowest common denominator" risk factor for several mental illnesses, targets BDNF in disease-implicated brain regions and circuits. Altered stress-related responses have also been observed in animal models of BDNF deficiency in vivo, and BDNF is a common downstream intermediary for environmental factors that potentiate anxiety- and depressive-like behavior. However, BDNF's broad functionality has manifested a heterogeneous literature; likely reflecting that BDNF plays a hitherto under-recognized multifactorial role as both a regulator and target of stress hormone signaling within the brain. The role of BDNF in vulnerability to stress and stress-related disorders, such as posttraumatic stress disorder (PTSD), is a prominent example where inconsistent effects have emerged across numerous models, labs, and disciplines. In the current review we provide a contemporary update on the neurobiology of BDNF including new data from the behavioral neuroscience and neuropsychiatry literature on fear memory consolidation and extinction, stress, and PTSD. First we present an overview of recent advances in knowledge on the role of BDNF within the fear circuitry, as well as address mounting evidence whereby stress hormones interact with endogenous BDNF-TrkB signaling to alter brain homeostasis. Glucocorticoid signaling also acutely recruits BDNF to enhance the expression of fear memory. We then include observations that the functional common BDNF Val66Met polymorphism modulates stress susceptibility as well as stress-related and stress-inducible neuropsychiatric endophenotypes in both man and mouse. We conclude by proposing a BDNF stress-sensitivity hypothesis, which posits that disruption of endogenous BDNF activity by common factors (such as the BDNF Val66Met variant) potentiates sensitivity to stress and, by extension, vulnerability to stress-inducible illnesses. Thus, BDNF may induce plasticity to deleteriously promote the encoding of fear and trauma but, conversely, also enable adaptive plasticity during extinction learning to suppress PTSD-like fear responses. Ergo regulators of BDNF availability, such as the Val66Met polymorphism, may orchestrate sensitivity to stress, trauma, and risk of stress-induced disorders such as PTSD. Given an increasing interest in personalized psychiatry and clinically complex cases, this model provides a framework from which to experimentally disentangle the causal actions of BDNF in stress responses, which likely interact to potentiate, produce, and impair treatment of, stress-related psychiatric disorders.
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Affiliation(s)
- Michael Notaras
- Center for Neurogenetics, Feil Family Brain and Mind Research Institute, Weill Cornell Medical College, Cornell University, New York, NY, USA.
| | - Maarten van den Buuse
- School of Psychology and Public Health, La Trobe University, Melbourne, VIC, Australia. .,College of Public Health, Medical and Veterinary Sciences, James Cook University, Townsville, QLD, Australia. .,Department of Pharmacology, University of Melbourne, Melbourne, VIC, Australia.
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Castro-Vale I, Carvalho D. The Pathways between Cortisol-Related Regulation Genes and PTSD Psychotherapy. Healthcare (Basel) 2020; 8:healthcare8040376. [PMID: 33019527 PMCID: PMC7712185 DOI: 10.3390/healthcare8040376] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2020] [Revised: 09/24/2020] [Accepted: 09/24/2020] [Indexed: 01/30/2023] Open
Abstract
Post-traumatic stress disorder (PTSD) only develops after exposure to a traumatic event in some individuals. PTSD can be chronic and debilitating, and is associated with co-morbidities such as depression, substance use, and cardiometabolic disorders. One of the most important pathophysiological mechanisms underlying the development of PTSD and its subsequent maintenance is a dysfunctional hypothalamic-pituitary-adrenal (HPA) axis. The corticotrophin-releasing hormone, cortisol, glucocorticoid receptor (GR), and their respective genes are some of the mediators of PTSD's pathophysiology. Several treatments are available, including medication and psychotherapies, although their success rate is limited. Some pharmacological therapies based on the HPA axis are currently being tested in clinical trials and changes in HPA axis biomarkers have been found to occur in response not only to pharmacological treatments, but also to psychotherapy-including the epigenetic modification of the GR gene. Psychotherapies are considered to be the first line treatments for PTSD in some guidelines, even though they are effective for some, but not for all patients with PTSD. This review aims to address how knowledge of the HPA axis-related genetic makeup can inform and predict the outcomes of psychotherapeutic treatments.
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Affiliation(s)
- Ivone Castro-Vale
- Medical Psychology Unit, Department of Clinical Neurosciences and Mental Health, Faculty of Medicine, University of Porto, Al. Prof. Hernâni Monteiro, 4200-319 Porto, Portugal
- i3S-Institute for Research and Innovation in Health, University of Porto, Rua Alfredo Allen, 208, 4200-135 Porto, Portugal
- Correspondence:
| | - Davide Carvalho
- Department of Endocrinology, Diabetes and Metabolism, São João Hospital University Centre, Faculty of Medicine, University of Porto, Al. Prof. Hernâni Monteiro, 4200-319 Porto, Portugal;
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NTRK2 methylation is related to reduced PTSD risk in two African cohorts of trauma survivors. Proc Natl Acad Sci U S A 2020; 117:21667-21672. [PMID: 32817534 DOI: 10.1073/pnas.2008415117] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023] Open
Abstract
Extensive pharmacologic, genetic, and epigenetic research has linked the glucocorticoid receptor (GR) to memory processes, and to risk and symptoms of posttraumatic stress disorder (PTSD). In the present study we investigated the epigenetic pattern of 12 genes involved in the regulation of GR signaling in two African populations of heavily traumatized individuals: Survivors of the rebel war in northern Uganda (n = 463) and survivors of the Rwandan genocide (n = 350). The strongest link between regional methylation and PTSD risk and symptoms was observed for NTRK2, which encodes the transmembrane receptor tropomyosin-related kinase B, binds the brain-derived neurotrophic factor, and has been shown to play an important role in memory formation. NTRK2 methylation was not related to trauma load, suggesting that methylation differences preexisted the trauma. Because NTRK2 methylation differences were predominantly associated with memory-related PTSD symptoms, and because they seem to precede traumatic events, we next investigated the relationship between NTRK2 methylation and memory in a sample of nontraumatized individuals (n = 568). We found that NTRK2 methylation was negatively associated with recognition memory performance. Furthermore, fMRI analyses revealed NTRK2 methylation-dependent differences in brain network activity related to recognition memory. The present study demonstrates that NTRK2 is epigenetically linked to memory functions in nontraumatized subjects and to PTSD risk and symptoms in traumatized populations.
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48
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Snoek A, Beekman ATF, Dekker J, Aarts I, van Grootheest G, Blankers M, Vriend C, van den Heuvel O, Thomaes K. A randomized controlled trial comparing the clinical efficacy and cost-effectiveness of eye movement desensitization and reprocessing (EMDR) and integrated EMDR-Dialectical Behavioural Therapy (DBT) in the treatment of patients with post-traumatic stress disorder and comorbid (Sub)clinical borderline personality disorder: study design. BMC Psychiatry 2020; 20:396. [PMID: 32762677 PMCID: PMC7409691 DOI: 10.1186/s12888-020-02713-x] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/21/2019] [Accepted: 06/04/2020] [Indexed: 01/05/2023] Open
Abstract
BACKGROUND Comorbidity between Posttraumatic Stress Disorder (PTSD) and Borderline Personality Disorder (BPD) is high. There is growing motivation among clinicians to offer PTSD treatments - such as Eye Movement Desensitization and Reprocessing (EMDR) - to patients with PTSD and comorbid BPD. However, a large subgroup with comorbid BPD does not sufficiently respond to PTSD treatment and is more likely to be excluded or to dropout from treatment. Dialectical Behaviour Therapy (DBT) for BPD is well established and although there is some evidence that DBT combined with DBT Prolonged Exposure (DBT + DBT PE) is twice as effective in reducing PTSD symptoms than DBT alone, the comparative efficacy of integrated PTSD-DBT and PTSD-only treatment has not been investigated yet. The current study will therefore evaluate the comparative clinical efficacy and cost-effectiveness of EMDR-DBT and EMDR-only in patients with PTSD and comorbid (sub)clinical BPD. Moreover, it is not clear yet what treatment works best for which individual patient. The current study will therefore evaluate neurobiological predictors and mediators of the individual response to treatment. METHOD A randomized controlled trial comparing the clinical efficacy and cost-effectiveness of integrated EMDR-DBT (n = 63) and EMDR-only (n = 63) in treatment-seeking adult patients with PTSD and comorbid (sub)clinical BPD. In addition, neurobiological predictors and mediators of treatment outcome, such as hair cortisol, FKBP5 and BDNF protein levels and FKBP5 and BDNF methylation status, are measured through hair and blood samples. DISCUSSION This is the first study to compare the clinical efficacy and cost-effectiveness of integrated EMDR-DBT and EMDR-only in patients with PTSD and comorbid (sub)clinical BPD, while simultaneously identifying individual predictors and mediators of treatment response. Results will reveal which treatment works best for which individual patient, thereby guiding individual treatment choices and personalizing psychiatry. TRIAL REGISTRATION Clinical Trials, NCT03833453 . Retrospectively registered, 15 March 2019.
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Affiliation(s)
- Aishah Snoek
- Arkin Sinai Centrum, Amstelveen, The Netherlands
- Amsterdam UMC, University of Amsterdam, Department of Psychiatry, Amsterdam, the Netherlands
| | - Aartjan T. F. Beekman
- Amsterdam UMC, University of Amsterdam, Department of Psychiatry, Amsterdam, the Netherlands
- Amsterdam UMC, Vrije Universiteit Amsterdam, Psychiatry, Amsterdam Neuroscience, Amsterdam, the Netherlands
| | - Jack Dekker
- Amsterdam UMC, Vrije Universiteit Amsterdam, Anatomy and Neurosciences, Amsterdam Neuroscience, Amsterdam, the Netherlands
- GGZinGeest, Department of Psychiatry, Amsterdam, the Netherlands
| | - Inga Aarts
- Arkin Sinai Centrum, Amstelveen, The Netherlands
- Amsterdam UMC, University of Amsterdam, Department of Psychiatry, Amsterdam, the Netherlands
| | - Gerard van Grootheest
- Amsterdam UMC, University of Amsterdam, Department of Psychiatry, Amsterdam, the Netherlands
- Amsterdam UMC, Vrije Universiteit Amsterdam, Psychiatry, Amsterdam Neuroscience, Amsterdam, the Netherlands
| | - Matthijs Blankers
- Amsterdam UMC, University of Amsterdam, Department of Psychiatry, Amsterdam, the Netherlands
- Amsterdam UMC, Vrije Universiteit Amsterdam, Anatomy and Neurosciences, Amsterdam Neuroscience, Amsterdam, the Netherlands
- Arkin Mental Health Care, Amsterdam, the Netherlands
| | - Chris Vriend
- Vrije Universiteit Amsterdam, Faculty of Behavioural and Movement Sciences, Amsterdam, the Netherlands
- Trimbos Institute, Institute of Mental Health and Addiction, Utrecht, the Netherlands
| | - Odile van den Heuvel
- Vrije Universiteit Amsterdam, Faculty of Behavioural and Movement Sciences, Amsterdam, the Netherlands
- Trimbos Institute, Institute of Mental Health and Addiction, Utrecht, the Netherlands
| | - Kathleen Thomaes
- Arkin Sinai Centrum, Amstelveen, The Netherlands
- Amsterdam UMC, University of Amsterdam, Department of Psychiatry, Amsterdam, the Netherlands
- Amsterdam UMC, Vrije Universiteit Amsterdam, Anatomy and Neurosciences, Amsterdam Neuroscience, Amsterdam, the Netherlands
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Bierer LM, Bader HN, Daskalakis NP, Lehrner A, Provençal N, Wiechmann T, Klengel T, Makotkine I, Binder EB, Yehuda R. Intergenerational Effects of Maternal Holocaust Exposure on FKBP5 Methylation. Am J Psychiatry 2020; 177:744-753. [PMID: 32312110 DOI: 10.1176/appi.ajp.2019.19060618] [Citation(s) in RCA: 44] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
OBJECTIVE There is growing evidence that exposure to trauma prior to conception can affect offspring. The authors have reported that adult offspring of Holocaust survivors showed lower methylation of FK506 binding protein 5 (FKBP5) intron 7, site 6 compared with Jewish comparison volunteers. The present study sought to replicate this finding in a larger sample and to examine parental and offspring correlates of observed effects. METHODS Cytosine methylation was measured in blood using pyrosequencing. The independent replication sample consisted of 125 Holocaust offspring and 31 control subjects. Additional analyses, performed in a larger sample of 147 offspring and 40 control subjects that included the 31 previously studied participants, examined associations of parental trauma-related variables (i.e., sex of the exposed parent, parental posttraumatic stress disorder, age at Holocaust exposure) and offspring characteristics (i.e., childhood trauma exposure, lifetime psychiatric diagnoses, psychotropic medication use, FKBP5 rs1360780 genotype, FKBP5 gene expression, and neuroendocrine measures) with offspring FKBP5 methylation. RESULTS FKBP5 site 6 methylation was significantly lower in Holocaust offspring than in control subjects, an effect associated with maternal Holocaust exposure in childhood and with lower offspring self-reported anxiety symptoms. FKBP5 gene expression was elevated in Holocaust offspring. FKBP5 methylation was associated with indices of glucocorticoid sensitivity but not with basal FKBP5 gene expression. CONCLUSIONS This study replicates and extends the previously observed decrement in FKBP5 intron 7, site 6 methylation in Holocaust offspring. The predominance of this effect in offspring of mothers exposed during childhood implicates maternal developmental programming as a putative mechanism.
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Affiliation(s)
- Linda M Bierer
- Mental Health Care Center, James J. Peters VA Medical Center, Bronx, N.Y. (Bierer, Bader, Lehrner, Makotkine, Yehuda); Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York (Bierer, Bader, Daskalakis, Lehrner, Makotkine, Yehuda); McLean Hospital, Harvard Medical School, Belmont, Mass. (Daskalakis, Klengel); Department of Psychiatry and Psychotherapy, University Medical Center Göttingen, Göttingen, Germany (Klengel); Department of Translational Research in Psychiatry, Max-Planck Institute of Psychiatry, Munich (Provençal, Wiechmann, Binder); Faculty of Health Sciences, Simon Fraser University, Burnaby, British Columbia, and British Columbia Children's Hospital Research Institute, Vancouver, British Columbia (Provençal); Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta (Binder)
| | - Heather N Bader
- Mental Health Care Center, James J. Peters VA Medical Center, Bronx, N.Y. (Bierer, Bader, Lehrner, Makotkine, Yehuda); Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York (Bierer, Bader, Daskalakis, Lehrner, Makotkine, Yehuda); McLean Hospital, Harvard Medical School, Belmont, Mass. (Daskalakis, Klengel); Department of Psychiatry and Psychotherapy, University Medical Center Göttingen, Göttingen, Germany (Klengel); Department of Translational Research in Psychiatry, Max-Planck Institute of Psychiatry, Munich (Provençal, Wiechmann, Binder); Faculty of Health Sciences, Simon Fraser University, Burnaby, British Columbia, and British Columbia Children's Hospital Research Institute, Vancouver, British Columbia (Provençal); Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta (Binder)
| | - Nikolaos P Daskalakis
- Mental Health Care Center, James J. Peters VA Medical Center, Bronx, N.Y. (Bierer, Bader, Lehrner, Makotkine, Yehuda); Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York (Bierer, Bader, Daskalakis, Lehrner, Makotkine, Yehuda); McLean Hospital, Harvard Medical School, Belmont, Mass. (Daskalakis, Klengel); Department of Psychiatry and Psychotherapy, University Medical Center Göttingen, Göttingen, Germany (Klengel); Department of Translational Research in Psychiatry, Max-Planck Institute of Psychiatry, Munich (Provençal, Wiechmann, Binder); Faculty of Health Sciences, Simon Fraser University, Burnaby, British Columbia, and British Columbia Children's Hospital Research Institute, Vancouver, British Columbia (Provençal); Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta (Binder)
| | - Amy Lehrner
- Mental Health Care Center, James J. Peters VA Medical Center, Bronx, N.Y. (Bierer, Bader, Lehrner, Makotkine, Yehuda); Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York (Bierer, Bader, Daskalakis, Lehrner, Makotkine, Yehuda); McLean Hospital, Harvard Medical School, Belmont, Mass. (Daskalakis, Klengel); Department of Psychiatry and Psychotherapy, University Medical Center Göttingen, Göttingen, Germany (Klengel); Department of Translational Research in Psychiatry, Max-Planck Institute of Psychiatry, Munich (Provençal, Wiechmann, Binder); Faculty of Health Sciences, Simon Fraser University, Burnaby, British Columbia, and British Columbia Children's Hospital Research Institute, Vancouver, British Columbia (Provençal); Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta (Binder)
| | - Nadine Provençal
- Mental Health Care Center, James J. Peters VA Medical Center, Bronx, N.Y. (Bierer, Bader, Lehrner, Makotkine, Yehuda); Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York (Bierer, Bader, Daskalakis, Lehrner, Makotkine, Yehuda); McLean Hospital, Harvard Medical School, Belmont, Mass. (Daskalakis, Klengel); Department of Psychiatry and Psychotherapy, University Medical Center Göttingen, Göttingen, Germany (Klengel); Department of Translational Research in Psychiatry, Max-Planck Institute of Psychiatry, Munich (Provençal, Wiechmann, Binder); Faculty of Health Sciences, Simon Fraser University, Burnaby, British Columbia, and British Columbia Children's Hospital Research Institute, Vancouver, British Columbia (Provençal); Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta (Binder)
| | - Tobias Wiechmann
- Mental Health Care Center, James J. Peters VA Medical Center, Bronx, N.Y. (Bierer, Bader, Lehrner, Makotkine, Yehuda); Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York (Bierer, Bader, Daskalakis, Lehrner, Makotkine, Yehuda); McLean Hospital, Harvard Medical School, Belmont, Mass. (Daskalakis, Klengel); Department of Psychiatry and Psychotherapy, University Medical Center Göttingen, Göttingen, Germany (Klengel); Department of Translational Research in Psychiatry, Max-Planck Institute of Psychiatry, Munich (Provençal, Wiechmann, Binder); Faculty of Health Sciences, Simon Fraser University, Burnaby, British Columbia, and British Columbia Children's Hospital Research Institute, Vancouver, British Columbia (Provençal); Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta (Binder)
| | - Torsten Klengel
- Mental Health Care Center, James J. Peters VA Medical Center, Bronx, N.Y. (Bierer, Bader, Lehrner, Makotkine, Yehuda); Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York (Bierer, Bader, Daskalakis, Lehrner, Makotkine, Yehuda); McLean Hospital, Harvard Medical School, Belmont, Mass. (Daskalakis, Klengel); Department of Psychiatry and Psychotherapy, University Medical Center Göttingen, Göttingen, Germany (Klengel); Department of Translational Research in Psychiatry, Max-Planck Institute of Psychiatry, Munich (Provençal, Wiechmann, Binder); Faculty of Health Sciences, Simon Fraser University, Burnaby, British Columbia, and British Columbia Children's Hospital Research Institute, Vancouver, British Columbia (Provençal); Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta (Binder)
| | - Iouri Makotkine
- Mental Health Care Center, James J. Peters VA Medical Center, Bronx, N.Y. (Bierer, Bader, Lehrner, Makotkine, Yehuda); Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York (Bierer, Bader, Daskalakis, Lehrner, Makotkine, Yehuda); McLean Hospital, Harvard Medical School, Belmont, Mass. (Daskalakis, Klengel); Department of Psychiatry and Psychotherapy, University Medical Center Göttingen, Göttingen, Germany (Klengel); Department of Translational Research in Psychiatry, Max-Planck Institute of Psychiatry, Munich (Provençal, Wiechmann, Binder); Faculty of Health Sciences, Simon Fraser University, Burnaby, British Columbia, and British Columbia Children's Hospital Research Institute, Vancouver, British Columbia (Provençal); Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta (Binder)
| | - Elisabeth B Binder
- Mental Health Care Center, James J. Peters VA Medical Center, Bronx, N.Y. (Bierer, Bader, Lehrner, Makotkine, Yehuda); Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York (Bierer, Bader, Daskalakis, Lehrner, Makotkine, Yehuda); McLean Hospital, Harvard Medical School, Belmont, Mass. (Daskalakis, Klengel); Department of Psychiatry and Psychotherapy, University Medical Center Göttingen, Göttingen, Germany (Klengel); Department of Translational Research in Psychiatry, Max-Planck Institute of Psychiatry, Munich (Provençal, Wiechmann, Binder); Faculty of Health Sciences, Simon Fraser University, Burnaby, British Columbia, and British Columbia Children's Hospital Research Institute, Vancouver, British Columbia (Provençal); Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta (Binder)
| | - Rachel Yehuda
- Mental Health Care Center, James J. Peters VA Medical Center, Bronx, N.Y. (Bierer, Bader, Lehrner, Makotkine, Yehuda); Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York (Bierer, Bader, Daskalakis, Lehrner, Makotkine, Yehuda); McLean Hospital, Harvard Medical School, Belmont, Mass. (Daskalakis, Klengel); Department of Psychiatry and Psychotherapy, University Medical Center Göttingen, Göttingen, Germany (Klengel); Department of Translational Research in Psychiatry, Max-Planck Institute of Psychiatry, Munich (Provençal, Wiechmann, Binder); Faculty of Health Sciences, Simon Fraser University, Burnaby, British Columbia, and British Columbia Children's Hospital Research Institute, Vancouver, British Columbia (Provençal); Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta (Binder)
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Vukojevic V, Mastrandreas P, Arnold A, Peter F, Kolassa IT, Wilker S, Elbert T, de Quervain DJF, Papassotiropoulos A, Stetak A. Evolutionary conserved role of neural cell adhesion molecule-1 in memory. Transl Psychiatry 2020; 10:217. [PMID: 32632143 PMCID: PMC7338365 DOI: 10.1038/s41398-020-00899-y] [Citation(s) in RCA: 28] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/09/2019] [Revised: 06/11/2020] [Accepted: 06/16/2020] [Indexed: 01/17/2023] Open
Abstract
The neural cell adhesion molecule 1 (NCAM-1) has been implicated in several brain-related biological processes, including neuronal migration, axonal branching, fasciculation, and synaptogenesis, with a pivotal role in synaptic plasticity. Here, we investigated the evolutionary conserved role of NCAM-1 in learning and memory. First, we investigated sustained changes in ncam-1 expression following aversive olfactory conditioning in C. elegans using molecular genetic methods. Furthermore, we examined the link between epigenetic signatures of the NCAM1 gene and memory in two human samples of healthy individuals (N = 568 and N = 319) and in two samples of traumatized individuals (N = 350 and N = 463). We found that olfactory conditioning in C. elegans induced ncam-1 expression and that loss of ncam-1 function selectively impaired associative long-term memory, without causing acquisition, sensory, or short-term memory deficits. Reintroduction of the C. elegans or human NCAM1 fully rescued memory impairment, suggesting a conserved role of NCAM1 for memory. In parallel, DNA methylation of the NCAM1 promoter in two independent healthy Swiss cohorts was associated with memory performance. In two independent Sub-Saharan populations of conflict zone survivors who had faced severe trauma, DNA methylation at an alternative promoter of the NCAM1 gene was associated with traumatic memories. Our results support a role of NCAM1 in associative memory in nematodes and humans, and might, ultimately, be helpful in elucidating diagnostic markers or suggest novel therapy targets for memory-related disorders, like PTSD.
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Affiliation(s)
- Vanja Vukojevic
- University of Basel, Department of Psychology, Division of Molecular Neuroscience, Birmannsgasse 8, CH-4055, Basel, Switzerland.
- University of Basel, Department Biozentrum, Life Sciences Training Facility, Klingelbergstrasse 50-70, CH-4056, Basel, Switzerland.
- University of Basel, Psychiatric University Clinics, Wilhelm Klein-Strasse 27, CH-4012, Basel, Switzerland.
- University of Basel, Transfaculty Research Platform, Birmannsgasse 8, CH-4055, Basel, Switzerland.
| | - Pavlina Mastrandreas
- University of Basel, Department of Psychology, Division of Molecular Neuroscience, Birmannsgasse 8, CH-4055, Basel, Switzerland.
- University of Basel, Department Biozentrum, Life Sciences Training Facility, Klingelbergstrasse 50-70, CH-4056, Basel, Switzerland.
- University of Basel, Transfaculty Research Platform, Birmannsgasse 8, CH-4055, Basel, Switzerland.
| | - Andreas Arnold
- University of Basel, Department of Psychology, Division of Molecular Neuroscience, Birmannsgasse 8, CH-4055, Basel, Switzerland
- University of Basel, Department Biozentrum, Life Sciences Training Facility, Klingelbergstrasse 50-70, CH-4056, Basel, Switzerland
- University of Basel, Transfaculty Research Platform, Birmannsgasse 8, CH-4055, Basel, Switzerland
| | - Fabian Peter
- University of Basel, Department of Psychology, Division of Molecular Neuroscience, Birmannsgasse 8, CH-4055, Basel, Switzerland
- University of Basel, Department Biozentrum, Life Sciences Training Facility, Klingelbergstrasse 50-70, CH-4056, Basel, Switzerland
- University of Basel, Transfaculty Research Platform, Birmannsgasse 8, CH-4055, Basel, Switzerland
| | - Iris-T Kolassa
- Ulm University, Clinical & Biological Psychology, Institute for Psychology & Education, Albert-Einstein-Allee 47, D-89069, Ulm, Germany
| | - Sarah Wilker
- Ulm University, Clinical & Biological Psychology, Institute for Psychology & Education, Albert-Einstein-Allee 47, D-89069, Ulm, Germany
- University Bielefeld, Department for Psychology and Sports Science, P.O. Box 100131, D-33501, Bielefeld, Germany
| | - Thomas Elbert
- University of Konstanz, Clinical Psychology & Behavioural Neuroscience, D-78457, Konstanz, Germany
| | - Dominique J-F de Quervain
- University of Basel, Department of Psychology, Division of Molecular Neuroscience, Birmannsgasse 8, CH-4055, Basel, Switzerland
- University of Basel, Transfaculty Research Platform, Birmannsgasse 8, CH-4055, Basel, Switzerland
- University of Basel, Department of Psychology, Division of Cognitive Neuroscience, Birmannsgasse 8, CH-4055, Basel, Switzerland
| | - Andreas Papassotiropoulos
- University of Basel, Department of Psychology, Division of Molecular Neuroscience, Birmannsgasse 8, CH-4055, Basel, Switzerland.
- University of Basel, Department Biozentrum, Life Sciences Training Facility, Klingelbergstrasse 50-70, CH-4056, Basel, Switzerland.
- University of Basel, Psychiatric University Clinics, Wilhelm Klein-Strasse 27, CH-4012, Basel, Switzerland.
- University of Basel, Transfaculty Research Platform, Birmannsgasse 8, CH-4055, Basel, Switzerland.
| | - Attila Stetak
- University of Basel, Department of Psychology, Division of Molecular Neuroscience, Birmannsgasse 8, CH-4055, Basel, Switzerland
- University of Basel, Department Biozentrum, Life Sciences Training Facility, Klingelbergstrasse 50-70, CH-4056, Basel, Switzerland
- University of Basel, Psychiatric University Clinics, Wilhelm Klein-Strasse 27, CH-4012, Basel, Switzerland
- University of Basel, Transfaculty Research Platform, Birmannsgasse 8, CH-4055, Basel, Switzerland
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