51
|
Rowland GE, Mekawi Y, Michopoulos V, Powers A, Fani N, Bradley B, Ressler KJ, Jovanovic T, Stevens JS. Distinctive impacts of sexual trauma versus non-sexual trauma on PTSD profiles in highly trauma-exposed, Black women. J Affect Disord 2022; 317:329-338. [PMID: 36055528 DOI: 10.1016/j.jad.2022.08.099] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/04/2021] [Revised: 08/16/2022] [Accepted: 08/26/2022] [Indexed: 11/27/2022]
Abstract
BACKGROUND Prior findings suggest that psychopathology following interpersonal trauma or assaultive violence may present differently from prototypical posttraumatic stress disorder (PTSD). However, whether this is true for sexual trauma (ST) in the context of other salient lifetime traumatic experiences is yet unknown. We predicted that ST exposure may result in higher avoidance and numbing symptoms and blunted fear responses, relative to non-sexual trauma (NST), particularly if ST occurred during childhood. METHODS Participants were n = 5163 Black women recruited in an urban public hospital. We investigated effects of ST on PTSD symptoms, fear-potentiated startle (FPS) response (n = 285), and amygdala reactivity and habituation to social threat cues with fMRI (n = 95). RESULTS ST was associated with greater PTSD symptoms (p = 2.64 × 10-21), but this was observed across all symptom clusters. Women who experienced repeated ST in both childhood and adulthood showed greater PTSD (p = .0009) and numbing symptoms (p = .002). In the FPS paradigm, the ST group startled more on all blocks and stimulus types than the NST group (p = .004). Developmental timing of ST did not influence startle magnitude. ST was not associated with amygdala habituation or reactivity. LIMITATIONS Generalizability is limited to Black women with a high trauma burden. Associations are cross-sectional, limiting causal conclusions. CONCLUSION While survivors of ST may present with more severe PTSD symptoms, their profiles are not characteristically different from similar NST controls. Childhood sexual abuse exposure alone did not result in a unique symptom profile. ST represents a uniquely high-burden stressor with likelihood for more severe posttraumatic outcomes.
Collapse
Affiliation(s)
- Grace E Rowland
- Division of Depression and Anxiety, McLean Hospital, Belmont, MA, USA; Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, GA, USA
| | - Yara Mekawi
- Department of Psychological and Brain Sciences, University of Louisville, Louisville, KY, USA
| | - Vasiliki Michopoulos
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, GA, USA
| | - Abigail Powers
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, GA, USA
| | - Negar Fani
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, GA, USA
| | - Bekh Bradley
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, GA, USA; Atlanta VA Health Care System, Atlanta, GA, USA
| | - Kerry J Ressler
- Division of Depression and Anxiety, McLean Hospital, Belmont, MA, USA
| | - Tanja Jovanovic
- Department of Psychiatry and Behavioral Neuroscience, Wayne State University, Detroit, MI, USA
| | - Jennifer S Stevens
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, GA, USA; Atlanta VA Health Care System, Atlanta, GA, USA.
| |
Collapse
|
52
|
Narendra S, Klengel C, Hamzeh B, Patel D, Otten J, Lardenoije R, Newman EL, Miczek KA, Klengel T, Ressler KJ, Suh J. Genome-wide transcriptomics of the amygdala reveals similar oligodendrocyte-related responses to acute and chronic alcohol drinking in female mice. Transl Psychiatry 2022; 12:476. [PMID: 36371333 PMCID: PMC9653459 DOI: 10.1038/s41398-022-02231-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/18/2021] [Revised: 10/17/2022] [Accepted: 10/21/2022] [Indexed: 11/13/2022] Open
Abstract
Repeated excessive alcohol consumption is a risk factor for alcohol use disorder (AUD). Although AUD has been more common in men than women, women develop more severe behavioral and physical impairments. However, relatively few new therapeutics targeting development of AUD, particularly in women, have been validated. To gain a better understanding of molecular mechanisms underlying alcohol intake, we conducted a genome-wide RNA-sequencing analysis in female mice exposed to different modes (acute vs chronic) of ethanol drinking. We focused on transcriptional profiles in the amygdala including the central and basolateral subnuclei, brain areas previously implicated in alcohol drinking and seeking. Surprisingly, we found that both drinking modes triggered similar changes in gene expression and canonical pathways, including upregulation of ribosome-related/translational pathways and myelination pathways, and downregulation of chromatin binding and histone modification. In addition, analyses of hub genes and upstream regulatory pathways revealed that voluntary ethanol consumption affects epigenetic changes via histone deacetylation pathways, oligodendrocyte and myelin function, and the oligodendrocyte-related transcription factor, Sox17. Furthermore, a viral vector-assisted knockdown of Sox17 gene expression in the amygdala prevented a gradual increase in alcohol consumption during repeated accesses. Overall, these results suggest that the expression of oligodendrocyte-related genes in the amygdala is sensitive to voluntary alcohol drinking in female mice. These findings suggest potential molecular targets for future therapeutic approaches to prevent the development of AUD, due to repeated excessive alcohol consumption, particularly in women.
Collapse
Affiliation(s)
- Sharvari Narendra
- Division of Depression and Anxiety Disorders, McLean Hospital, Department of Psychiatry, Harvard Medical School, Belmont, MA, 02478, USA
- Department of Bioinformatics, Northeastern University, Boston, MA, 02115, USA
| | - Claudia Klengel
- Division of Depression and Anxiety Disorders, McLean Hospital, Department of Psychiatry, Harvard Medical School, Belmont, MA, 02478, USA
| | - Bilal Hamzeh
- Division of Depression and Anxiety Disorders, McLean Hospital, Department of Psychiatry, Harvard Medical School, Belmont, MA, 02478, USA
| | - Drasti Patel
- Department of Bioinformatics, Northeastern University, Boston, MA, 02115, USA
| | - Joy Otten
- Division of Depression and Anxiety Disorders, McLean Hospital, Department of Psychiatry, Harvard Medical School, Belmont, MA, 02478, USA
- Department of Psychiatry and Psychotherapy, University Medical Center Göttingen, Göttingen, Germany
| | - Roy Lardenoije
- Division of Depression and Anxiety Disorders, McLean Hospital, Department of Psychiatry, Harvard Medical School, Belmont, MA, 02478, USA
- Department of Psychiatry and Psychotherapy, University Medical Center Göttingen, Göttingen, Germany
| | - Emily L Newman
- Division of Depression and Anxiety Disorders, McLean Hospital, Department of Psychiatry, Harvard Medical School, Belmont, MA, 02478, USA
| | - Klaus A Miczek
- Psychology and Neuroscience Departments, Tufts University, Medford, MA, 02155, USA
| | - Torsten Klengel
- Division of Depression and Anxiety Disorders, McLean Hospital, Department of Psychiatry, Harvard Medical School, Belmont, MA, 02478, USA
- Department of Psychiatry and Psychotherapy, University Medical Center Göttingen, Göttingen, Germany
| | - Kerry J Ressler
- Division of Depression and Anxiety Disorders, McLean Hospital, Department of Psychiatry, Harvard Medical School, Belmont, MA, 02478, USA.
| | - Junghyup Suh
- Division of Depression and Anxiety Disorders, McLean Hospital, Department of Psychiatry, Harvard Medical School, Belmont, MA, 02478, USA.
| |
Collapse
|
53
|
Lussier AA, Zhu Y, Smith BJ, Simpkin AJ, Smith AD, Suderman MJ, Walton E, Ressler KJ, Dunn EC. Updates to data versions and analytic methods influence the reproducibility of results from epigenome-wide association studies. Epigenetics 2022; 17:1373-1388. [PMID: 35156895 PMCID: PMC9601563 DOI: 10.1080/15592294.2022.2028072] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2021] [Revised: 12/02/2021] [Accepted: 01/04/2022] [Indexed: 11/03/2022] Open
Abstract
Biomedical research has grown increasingly cooperative through the sharing of consortia-level epigenetic data. Since consortia preprocess data prior to distribution, new processing pipelines can lead to different versions of the same dataset. Similarly, analytic frameworks evolve to incorporate cutting-edge methods and best practices. However, it remains unknown how different data and analytic versions alter the results of epigenome-wide analyses, which could influence the replicability of epigenetic associations. Thus, we assessed the impact of these changes using data from the Avon Longitudinal Study of Parents and Children (ALSPAC) cohort. We analysed DNA methylation from two data versions, processed using separate preprocessing and analytic pipelines, examining associations between seven childhood adversities or prenatal smoking exposure and DNA methylation at age 7. We performed two sets of analyses: (1) epigenome-wide association studies (EWAS); (2) Structured Life Course Modelling Approach (SLCMA), a two-stage method that models time-dependent effects. SLCMA results were also compared across two analytic versions. Data version changes impacted both EWAS and SLCMA analyses, yielding different associations at conventional p-value thresholds. However, the magnitude and direction of associations was generally consistent between data versions, regardless of p-values. Differences were especially apparent in analyses of childhood adversity, while smoking associations were more consistent using significance thresholds. SLCMA analytic versions similarly altered top associations, but time-dependent effects remained concordant. Alterations to data and analytic versions influenced the results of epigenome-wide analyses. Our findings highlight that magnitude and direction are better measures for replication and stability than p-value thresholds.
Collapse
Affiliation(s)
- Alexandre A. Lussier
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA
- Stanley Center for Psychiatric Research, The Broad Institute of Harvard and MIT, Cambridge, MA, USA
| | - Yiwen Zhu
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Brooke J. Smith
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA
| | - Andrew J. Simpkin
- School of Mathematics,Statistics and Applied Mathematics, National University of Ireland, Galway, Ireland
| | - Andrew D.A.C. Smith
- Mathematics and Statistics Research Group, University of the West of England, Bristol, UK
| | - Matthew J. Suderman
- MRC Integrative Epidemiology Unit, Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK
| | - Esther Walton
- Department of Psychology, University of Bath, Bath, UK
| | - Kerry J. Ressler
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA
- McLean Hospital, Belmont, MA, USA
| | - Erin C. Dunn
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA
- Stanley Center for Psychiatric Research, The Broad Institute of Harvard and MIT, Cambridge, MA, USA
- Center on the Developing Child, Harvard University, Cambridge, MA, USA
| |
Collapse
|
54
|
Seligowski AV, Misganaw B, Duffy LA, Ressler KJ, Guffanti G. Leveraging Large-Scale Genetics of PTSD and Cardiovascular Disease to Demonstrate Robust Shared Risk and Improve Risk Prediction Accuracy. Am J Psychiatry 2022; 179:814-823. [PMID: 36069022 PMCID: PMC9633348 DOI: 10.1176/appi.ajp.21111113] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
OBJECTIVE Individuals with posttraumatic stress disorder (PTSD) are significantly more likely to be diagnosed with cardiovascular disease (CVD) (e.g., myocardial infarction, stroke). The evidence for this link is so compelling that the National Institutes of Health convened a working group to determine gaps in the literature, including the need for large-scale genomic studies to identify shared genetic risk. The aim of the present study was to address some of these gaps by utilizing PTSD and CVD genome-wide association study (GWAS) summary statistics in a large biobank sample to determine the shared genetic risk of PTSD and CVD. METHODS A large health care biobank data set was used (N=36,412), combined with GWAS summary statistics from publicly available large-scale PTSD and CVD studies. Disease phenotypes (e.g., PTSD) were collected from electronic health records. De-identified genetic data from the biobank were genotyped using Illumina SNP array. Summary statistics data sets were processed with the following quality-control criteria: 1) SNP heritability h2 >0.05, 2) compute z-statistics (z=beta/SE or z=log(OR)/SE), 3) filter nonvariable SNPs (0 RESULTS Significant genetic correlations were found between PTSD and CVD (rG=0.24, SE=0.06), and Mendelian randomization analyses indicated a potential causal link from PTSD to hypertension (β=0.20, SE=0.04), but not the reverse. PTSD summary statistics significantly predicted PTSD diagnostic status (R2=0.27), and this was significantly improved by incorporating summary statistics from CVD and major depressive disorder (R2=1.30). Further, pathway enrichment analyses indicated that genetic variants involved in shared PTSD-CVD risk included those involved in postsynaptic structure, synapse organization, and interleukin-7-mediated signaling pathways. CONCLUSIONS The results from this study suggest that PTSD and CVD may share genetic risk. Further, these results implicate PTSD as a risk factor leading to the development of hypertension and coronary artery disease. Additional research is needed to determine the clinical utility of these findings.
Collapse
Affiliation(s)
- Antonia V. Seligowski
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA
- McLean Hospital, Belmont, MA, USA
| | - Burook Misganaw
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA
- McLean Hospital, Belmont, MA, USA
| | | | - Kerry J. Ressler
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA
- McLean Hospital, Belmont, MA, USA
| | - Guia Guffanti
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA
- McLean Hospital, Belmont, MA, USA
| |
Collapse
|
55
|
Moreland-Capuia A, Dumornay NM, Mangus A, Ravichandran C, Greenfield SF, Ressler KJ. Establishing and validating a survey for trauma-informed, culturally responsive change across multiple systems. J Public Health (Oxf) 2022. [DOI: 10.1007/s10389-022-01765-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] Open
Abstract
Abstract
Aim
The purpose of the present study was to establish and validate the Survey for Trauma-Informed Systems Change (STISC), a measure of culturally responsive trauma-informed care (TIC) and services that can be administered to professionals in any field or industry.
Subject/methods
The current study with 262 respondents from judicial, healthcare, political, non-profit, and for-profit settings examined the internal consistency reliability and factor structure of the STISC.
Results
A total of 262 respondents from various industries accessed the pre-training survey. Seven of the 59 items were reassigned to alternate subscales and three subscales were merged following correlation analysis. Internal consistency reliability for subscales based on the final item assignments was good or excellent (lower 95% confidence limits for hierarchical omega ≥ 0.85). The root mean square error of approximation estimate for the confirmatory factor analysis based on final item assignments was acceptable (0.073; 90% CI 0.71, 0.76). Neither the comparative fit index value of 0.76 nor the Tucker–Lewis fit index value of 0.75 approached conventional thresholds for acceptable fit.
Conclusion
Given the absence of a validated alternative, this study supports use of the STISC tool to measure the degree of an individual’s trauma-informed knowledge and positive attitudes toward trauma-informed systems change, as well as trauma-informed practices in the workplace. Further study and refinement will aim to determine whether the STISC survey is sensitive to change, which will provide stronger support for the survey’s potential usefulness as a cost-effective method of standardizing trauma-informed systems change programs across multiple fields and industries.
Collapse
|
56
|
McCullough KM, Katrinli S, Hartmann J, Lori A, Klengel C, Missig G, Klengel T, Langford NA, Newman EL, Anderson KJ, Smith AK, Carroll FI, Ressler KJ, Carlezon WA. Blood levels of T-Cell Receptor Excision Circles (TRECs) provide an index of exposure to traumatic stress in mice and humans. Transl Psychiatry 2022; 12:423. [PMID: 36192377 PMCID: PMC9530209 DOI: 10.1038/s41398-022-02159-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/15/2022] [Revised: 09/05/2022] [Accepted: 09/07/2022] [Indexed: 12/03/2022] Open
Abstract
Exposure to stress triggers biological changes throughout the body. Accumulating evidence indicates that alterations in immune system function are associated with the development of stress-associated illnesses such as major depressive disorder and post-traumatic stress disorder, increasing interest in identifying immune markers that provide insight into mental health. Recombination events during T-cell receptor rearrangement and T-cell maturation in the thymus produce circular DNA fragments called T-cell receptor excision circles (TRECs) that can be utilized as indicators of thymic function and numbers of newly emigrating T-cells. Given data suggesting that stress affects thymus function, we examined whether blood levels of TRECs might serve as a quantitative peripheral index of cumulative stress exposure and its physiological correlates. We hypothesized that chronic stress exposure would compromise thymus function and produce corresponding decreases in levels of TRECs. In male mice, exposure to chronic social defeat stress (CSDS) produced thymic involution, adrenal hypertrophy, and decreased levels of TRECs in blood. Extending these studies to humans revealed robust inverse correlations between levels of circulating TRECs and childhood emotional and physical abuse. Cell-type specific analyses also revealed associations between TREC levels and blood cell composition, as well as cell-type specific methylation changes in CD4T + and CD8T + cells. Additionally, TREC levels correlated with epigenetic age acceleration, a common biomarker of stress exposure. Our findings demonstrate alignment between findings in mice and humans and suggest that blood-borne TRECs are a translationally-relevant biomarker that correlates with, and provides insight into, the cumulative physiological and immune-related impacts of stress exposure in mammals.
Collapse
Affiliation(s)
- Kenneth M. McCullough
- grid.240206.20000 0000 8795 072XBasic Neuroscience Division, Department of Psychiatry, Harvard Medical School, McLean Hospital, Belmont, MA USA
| | - Seyma Katrinli
- grid.189967.80000 0001 0941 6502Department of Gynecology and Obstetrics, Emory University, Atlanta, GA USA
| | - Jakob Hartmann
- grid.240206.20000 0000 8795 072XBasic Neuroscience Division, Department of Psychiatry, Harvard Medical School, McLean Hospital, Belmont, MA USA
| | - Adriana Lori
- grid.189967.80000 0001 0941 6502Department of Psychiatry & Behavioral Sciences, Emory University, Atlanta, GA USA
| | - Claudia Klengel
- grid.240206.20000 0000 8795 072XBasic Neuroscience Division, Department of Psychiatry, Harvard Medical School, McLean Hospital, Belmont, MA USA
| | - Galen Missig
- grid.240206.20000 0000 8795 072XBasic Neuroscience Division, Department of Psychiatry, Harvard Medical School, McLean Hospital, Belmont, MA USA
| | - Torsten Klengel
- grid.240206.20000 0000 8795 072XBasic Neuroscience Division, Department of Psychiatry, Harvard Medical School, McLean Hospital, Belmont, MA USA
| | - Nicole A. Langford
- grid.189967.80000 0001 0941 6502Department of Psychiatry & Behavioral Sciences, Emory University, Atlanta, GA USA
| | - Emily L. Newman
- grid.240206.20000 0000 8795 072XBasic Neuroscience Division, Department of Psychiatry, Harvard Medical School, McLean Hospital, Belmont, MA USA
| | - Kasey J. Anderson
- grid.240206.20000 0000 8795 072XBasic Neuroscience Division, Department of Psychiatry, Harvard Medical School, McLean Hospital, Belmont, MA USA
| | - Alicia K. Smith
- grid.189967.80000 0001 0941 6502Department of Gynecology and Obstetrics, Emory University, Atlanta, GA USA ,grid.189967.80000 0001 0941 6502Department of Psychiatry & Behavioral Sciences, Emory University, Atlanta, GA USA
| | - F. Ivy Carroll
- grid.62562.350000000100301493Center for Organic and Medicinal Chemistry, Research Triangle Institute, Research Triangle Park, NC USA
| | - Kerry J. Ressler
- grid.240206.20000 0000 8795 072XBasic Neuroscience Division, Department of Psychiatry, Harvard Medical School, McLean Hospital, Belmont, MA USA ,grid.189967.80000 0001 0941 6502Department of Psychiatry & Behavioral Sciences, Emory University, Atlanta, GA USA
| | - William A. Carlezon
- grid.240206.20000 0000 8795 072XBasic Neuroscience Division, Department of Psychiatry, Harvard Medical School, McLean Hospital, Belmont, MA USA
| |
Collapse
|
57
|
Kosaraju S, Galatzer-Levy I, Schultebraucks K, Winters S, Hinrichs R, Reddi PJ, Maples-Keller JL, Hudak L, Michopoulos V, Jovanovic T, Ressler KJ, Allen JW, Stevens JS. Associations among civilian mild traumatic brain injury with loss of consciousness, posttraumatic stress disorder symptom trajectories, and structural brain volumetric data. J Trauma Stress 2022; 35:1521-1534. [PMID: 35776892 DOI: 10.1002/jts.22858] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/30/2021] [Revised: 05/14/2022] [Accepted: 05/16/2022] [Indexed: 11/08/2022]
Abstract
Posttraumatic stress disorder (PTSD) is prevalent and associated with significant morbidity. Mild traumatic brain injury (mTBI) concurrent with psychiatric trauma may be associated with PTSD. Prior studies of PTSD-related structural brain alterations have focused on military populations. The current study examined correlations between PTSD, acute mTBI, and structural brain alterations longitudinally in civilian patients (N = 504) who experienced a recent Criterion A traumatic event. Participants who reported loss of consciousness (LOC) were characterized as having mTBI; all others were included in the control group. PTSD symptoms were assessed at enrollment and over the following year; a subset of participants (n = 89) underwent volumetric brain MRI (M = 53 days posttrauma). Classes of PTSD symptom trajectories were modeled using latent growth mixture modeling. Associations between PTSD symptom trajectories and cortical thicknesses or subcortical volumes were assessed using a moderator-based regression. mTBI with LOC during trauma was positively correlated with the likelihood of developing a chronic PTSD symptom trajectory. mTBI showed significant interactions with cortical thickness in the rostral anterior cingulate cortex (rACC) in predicting PTSD symptoms, r = .461-.463. Bilateral rACC thickness positively predicted PTSD symptoms but only among participants who endorsed LOC, p < .001. The results demonstrate positive correlations between mTBI with LOC and PTSD symptom trajectories, and findings related to mTBI with LOC and rACC thickness interactions in predicting subsequent chronic PTSD symptoms suggest the importance of further understanding the role of mTBI in the context of PTSD to inform intervention and risk stratification.
Collapse
Affiliation(s)
- Siddhartha Kosaraju
- Department of Radiology and Imaging Sciences, Emory University School of Medicine, Atlanta, GA, USA
| | - Isaac Galatzer-Levy
- Department of Psychiatry, New York University School of Medicine, New York, New York, USA
| | - Katharina Schultebraucks
- Department of Emergency Medicine, Vagelos School of Physicians and Surgeons, Columbia University Medical Center, New York, New York, USA
| | - Sterling Winters
- Department of Psychiatry, Wayne State University School of Medicine, Detroit, Michigan, USA
| | - Rebecca Hinrichs
- Department of Psychiatry, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Preethi J Reddi
- Department of Biology, Emory University School of Medicine, Atlanta, Georgia, USA
| | | | - Lauren Hudak
- Department of Emergency Medicine, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Vasiliki Michopoulos
- Department of Psychiatry, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Tanja Jovanovic
- Department of Psychiatry, Wayne State University School of Medicine, Detroit, Michigan, USA
| | - Kerry J Ressler
- Department of Psychiatry, McLean Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Jason W Allen
- Department of Radiology and Imaging Sciences, Emory University School of Medicine, Atlanta, GA, USA
| | - Jennifer S Stevens
- Department of Psychiatry, New York University School of Medicine, New York, New York, USA
| |
Collapse
|
58
|
Seligowski AV, Webber TK, Marvar PJ, Ressler KJ, Philip NS. Involvement of the brain-heart axis in the link between PTSD and cardiovascular disease. Depress Anxiety 2022; 39:663-674. [PMID: 35708302 PMCID: PMC9588548 DOI: 10.1002/da.23271] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/08/2021] [Revised: 04/22/2022] [Accepted: 05/13/2022] [Indexed: 01/27/2023] Open
Abstract
Posttraumatic stress disorder (PTSD) has long been associated with a heightened risk of cardiovascular disease (CVD). A number of mechanisms have been implicated to underlie this brain-heart axis relationship, such as altered functioning of the autonomic nervous system and increased systemic inflammation. While neural alterations have repeatedly been observed in PTSD, they are rarely considered in the PTSD-CVD link. The brain-heart axis is a pathway connecting frontal and limbic brain regions to the brainstem and periphery via the autonomic nervous system and it may be a promising model for understanding CVD risk in PTSD given its overlap with PTSD neural deficits. We first provide a summary of the primary mechanisms implicated in the association between PTSD and CVD. We then review the brain-heart axis and its relevance to PTSD, as well as findings from PTSD trials demonstrating that a number of PTSD treatments have effects on areas of the brain-heart axis. Finally, we discuss sex considerations in the PTSD-CVD link. A critical next step in this study is to determine if PTSD treatments that affect the brain-heart axis (e.g., brain stimulation that improves autonomic function) also reduce the risk of CVD.
Collapse
Affiliation(s)
- Antonia V. Seligowski
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA
- McLean Hospital, Belmont, MA, USA
| | | | | | - Kerry J. Ressler
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA
- McLean Hospital, Belmont, MA, USA
| | - Noah S. Philip
- VA RR&D Center for Neurorestoration and Neurotechnology, Providence VA Medical Center, Providence, RI, USA
- Department of Psychiatry and Human Behavior, Alpert Medical School, of Brown University, Providence, RI, USA
| |
Collapse
|
59
|
Punches BE, Stolz U, Freiermuth CE, Ancona RM, McLean SA, House SL, Beaudoin FL, An X, Stevens JS, Zeng D, Neylan TC, Clifford GD, Jovanovic T, Linnstaedt SD, Germine LT, Bollen KA, Rauch SL, Haran JP, Storrow AB, Lewandowski C, Musey PI, Hendry PL, Sheikh S, Jones CW, Kurz MC, Gentile NT, McGrath ME, Hudak LA, Pascual JL, Seamon MJ, Harris E, Chang AM, Pearson C, Peak DA, Merchant RC, Domeier RM, Rathlev NK, O’Neil BJ, Sanchez LD, Bruce SE, Pietrzak RH, Joormann J, Barch DM, Pizzagalli DA, Smoller JW, Luna B, Harte SE, Elliott JM, Kessler RC, Ressler KJ, Koenen KC, Lyons MS. Predicting at-risk opioid use three months after ed visit for trauma: Results from the AURORA study. PLoS One 2022; 17:e0273378. [PMID: 36149896 PMCID: PMC9506640 DOI: 10.1371/journal.pone.0273378] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2022] [Accepted: 08/07/2022] [Indexed: 11/18/2022] Open
Abstract
Objective Whether short-term, low-potency opioid prescriptions for acute pain lead to future at-risk opioid use remains controversial and inadequately characterized. Our objective was to measure the association between emergency department (ED) opioid analgesic exposure after a physical, trauma-related event and subsequent opioid use. We hypothesized ED opioid analgesic exposure is associated with subsequent at-risk opioid use. Methods Participants were enrolled in AURORA, a prospective cohort study of adult patients in 29 U.S., urban EDs receiving care for a traumatic event. Exclusion criteria were hospital admission, persons reporting any non-medical opioid use (e.g., opioids without prescription or taking more than prescribed for euphoria) in the 30 days before enrollment, and missing or incomplete data regarding opioid exposure or pain. We used multivariable logistic regression to assess the relationship between ED opioid exposure and at-risk opioid use, defined as any self-reported non-medical opioid use after initial ED encounter or prescription opioid use at 3-months. Results Of 1441 subjects completing 3-month follow-up, 872 participants were included for analysis. At-risk opioid use occurred within 3 months in 33/620 (5.3%, CI: 3.7,7.4) participants without ED opioid analgesic exposure; 4/16 (25.0%, CI: 8.3, 52.6) with ED opioid prescription only; 17/146 (11.6%, CI: 7.1, 18.3) with ED opioid administration only; 12/90 (13.3%, CI: 7.4, 22.5) with both. Controlling for clinical factors, adjusted odds ratios (aORs) for at-risk opioid use after ED opioid exposure were: ED prescription only: 4.9 (95% CI 1.4, 17.4); ED administration for analgesia only: 2.0 (CI 1.0, 3.8); both: 2.8 (CI 1.2, 6.5). Conclusions ED opioids were associated with subsequent at-risk opioid use within three months in a geographically diverse cohort of adult trauma patients. This supports need for prospective studies focused on the long-term consequences of ED opioid analgesic exposure to estimate individual risk and guide therapeutic decision-making.
Collapse
Affiliation(s)
- Brittany E. Punches
- College of Nursing, The Ohio State University, Columbus, OH, United States of America
- Department of Emergency Medicine College of Medicine, The Ohio State University, Columbus, OH, United States of America
- * E-mail:
| | - Uwe Stolz
- Department of Emergency Medicine, University of Cincinnati, Cincinnati, OH, United States of America
| | - Caroline E. Freiermuth
- Department of Emergency Medicine, University of Cincinnati, Cincinnati, OH, United States of America
- Center for Addiction Research, University of Cincinnati College of Medicine, Cincinnati, OH, United States of America
| | - Rachel M. Ancona
- Department of Emergency Medicine, Washington University School of Medicine, St. Louis, MO, United States of America
| | - Samuel A. McLean
- Department of Emergency Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States of America
- Department of Anesthesiology, Institute for Trauma Recovery, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States of America
| | - Stacey L. House
- Department of Emergency Medicine, Washington University School of Medicine, St. Louis, MO, United States of America
| | - Francesca L. Beaudoin
- Department of Emergency Medicine & Department of Health Services, Policy, and Practice, The Alpert Medical School of Brown University, Rhode Island Hospital and The Miriam Hospital, Providence, RI, United States of America
| | - Xinming An
- Department of Emergency Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States of America
| | - Jennifer S. Stevens
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, GA, United States of America
| | - Donglin Zeng
- Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, NC, United States of America
| | - Thomas C. Neylan
- Departments of Psychiatry and Neurology, University of California San Francisco, San Francisco, CA, United States of America
| | - Gari D. Clifford
- Department of Biomedical Informatics, Emory University School of Medicine, Atlanta, GA, United States of America
- Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, GA, United States of America
| | - Tanja Jovanovic
- Department of Psychiatry and Behavioral Neurosciences, Wayne State University, Detroit, MA, United States of America
| | - Sarah D. Linnstaedt
- Department of Emergency Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States of America
| | - Laura T. Germine
- Institute for Technology in Psychiatry, McLean Hospital, Belmont, MA, United States of America
- The Many Brains Project, Belmont, MA, United States of America
- Department of Psychiatry, Harvard Medical School, Boston, MA, United States of America
| | - Kenneth A. Bollen
- Department of Psychology and Neuroscience & Department of Sociology, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States of America
| | - Scott L. Rauch
- Institute for Technology in Psychiatry, McLean Hospital, Belmont, MA, United States of America
- Department of Psychiatry, Harvard Medical School, Boston, MA, United States of America
- Department of Psychiatry, McLean Hospital, Belmont, MA, United States of America
| | - John P. Haran
- Department of Emergency Medicine, University of Massachusetts Medical School, Worcester, MA, United States of America
| | - Alan B. Storrow
- Department of Emergency Medicine, Vanderbilt University Medical Center, Nashville, TN, United States of America
| | - Christopher Lewandowski
- Department of Emergency Medicine, Henry Ford Health System, Detroit, MI, United States of America
| | - Paul I. Musey
- Department of Emergency Medicine, Indiana University School of Medicine, Indianapolis, IN, United States of America
| | - Phyllis L. Hendry
- Department of Emergency Medicine, University of Florida College of Medicine -Jacksonville, Jacksonville, FL, United States of America
| | - Sophia Sheikh
- Department of Emergency Medicine, University of Florida College of Medicine -Jacksonville, Jacksonville, FL, United States of America
| | - Christopher W. Jones
- Department of Emergency Medicine, Cooper Medical School of Rowan University, Camden, NJ, United States of America
| | - Michael C. Kurz
- Department of Emergency Medicine, University of Alabama School of Medicine, Birmingham, AL, United States of America
- Department of Surgery, Division of Acute Care Surgery, University of Alabama School of Medicine, Birmingham, AL, United States of America
- Center for Injury Science, University of Alabama at Birmingham, Birmingham, AL, United States of America
| | - Nina T. Gentile
- Department of Emergency Medicine, Lewis Katz School of Medicine, Temple University, Philadelphia, PA, United States of America
| | - Meghan E. McGrath
- Department of Emergency Medicine, Boston Medical Center, Boston, MA, United States of America
| | - Lauren A. Hudak
- Department of Emergency Medicine, Emory University School of Medicine, Atlanta, GA, United States of America
| | - Jose L. Pascual
- Department of Surgery, Department of Neurosurgery, University of Pennsylvania, Pennsylvania, PA, United States of America
- Perelman School of Medicine, University of Pennsylvania, Pennsylvania, PA, United States of America
| | - Mark J. Seamon
- Perelman School of Medicine, University of Pennsylvania, Pennsylvania, PA, United States of America
- Department of Surgery, Division of Traumatology, Surgical Critical Care and Emergency Surgery, University of Pennsylvania, Pennsylvania, PA, United States of America
| | - Erica Harris
- Department of Emergency Medicine, Einstein Healthcare Network, Pennsylvania, PA, United States of America
- Department of Emergency Medicine, Sidney Kimmel Medical College, Thomas Jefferson University, Pennsylvania, PA, United States of America
| | - Anna M. Chang
- Department of Emergency Medicine, Jefferson University Hospitals, Pennsylvania, PA, United States of America
| | - Claire Pearson
- Department of Emergency Medicine, Wayne State University, Detroit, MA, United States of America
| | - David A. Peak
- Department of Emergency Medicine, Massachusetts General Hospital, Boston, MA, United States of America
| | - Roland C. Merchant
- Department of Emergency Medicine, Brigham and Women’s Hospital, Boston, MA, United States of America
| | - Robert M. Domeier
- Department of Emergency Medicine, Saint Joseph Mercy Hospital, Ypsilanti, MI, United States of America
| | - Niels K. Rathlev
- Department of Emergency Medicine, University of Massachusetts Medical School-Baystate, Springfield, MA, United States of America
| | - Brian J. O’Neil
- Department of Emergency Medicine, Wayne State University, Detroit, MA, United States of America
| | - Leon D. Sanchez
- Department of Emergency Medicine, Beth Israel Deaconess Medical Center, Boston, MA, United States of America
- Department of Emergency Medicine, Harvard Medical School, Boston, MA, United States of America
| | - Steven E. Bruce
- Department of Psychological Sciences, University of Missouri—St. Louis, St. Louis, MO, United States of America
| | - Robert H. Pietrzak
- National Center for PTSD, Clinical Neurosciences Division, VA Connecticut Healthcare System, West Haven, CT, United States of America
- Department of Psychiatry, Yale School of Medicine, New Haven, CT, United States of America
| | - Jutta Joormann
- Department of Psychology, Yale School of Medicine, New Haven, CT, United States of America
| | - Deanna M. Barch
- Department of Psychological & Brain Sciences, Washington University in St. Louis, MO, United States of America
| | - Diego A. Pizzagalli
- Department of Psychiatry, Harvard Medical School, Boston, MA, United States of America
- Division of Depression and Anxiety, McLean Hospital, Belmont, MA, United States of America
| | - Jordan W. Smoller
- Department of Psychiatry, Psychiatric and Neurodevelopmental Genetics Unit, Massachusetts General Hospital, Boston, MA, United States of America
- Stanley Center for Psychiatric Research, Broad Institute, Cambridge, MA, United States of America
| | - Beatriz Luna
- Department of Psychiatry, University of Pittsburgh, Pittsburgh, PA, United States of America
| | - Steven E. Harte
- Department of Anesthesiology, University of Michigan Medical School, Ann Arbor, MI, United States of America
- Department of Internal Medicine-Rheumatology, University of Michigan Medical School, Ann Arbor, MI, United States of America
| | - James M. Elliott
- Kolling Institute, University of Sydney, St Leonards, New South Wales, Australia
- Faculty of Medicine and Health, University of Sydney, Northern Sydney Local Health District, New South Wales, Australia
- Physical Therapy & Human Movement Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States of America
| | - Ronald C. Kessler
- Department of Health Care Policy, Harvard Medical School, Boston, MA, United States of America
| | - Kerry J. Ressler
- Department of Psychiatry, Harvard Medical School, Boston, MA, United States of America
- Division of Depression and Anxiety, McLean Hospital, Belmont, MA, United States of America
| | - Karestan C. Koenen
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Harvard University, Boston, MA, United States of America
| | - Michael S. Lyons
- Department of Emergency Medicine, University of Cincinnati, Cincinnati, OH, United States of America
- Center for Addiction Research, University of Cincinnati College of Medicine, Cincinnati, OH, United States of America
| |
Collapse
|
60
|
Lebois LAM, Harnett NG, van Rooij SJH, Ely TD, Jovanovic T, Bruce SE, House SL, Ravichandran C, Dumornay NM, Finegold KE, Hill SB, Merker JB, Phillips KA, Beaudoin FL, An X, Neylan TC, Clifford GD, Linnstaedt SD, Germine LT, Rauch SL, Haran JP, Storrow AB, Lewandowski C, Musey PI, Hendry PL, Sheikh S, Jones CW, Punches BE, Swor RA, McGrath ME, Hudak LA, Pascual JL, Seamon MJ, Datner EM, Chang AM, Pearson C, Domeier RM, Rathlev NK, O’Neil BJ, Sergot P, Sanchez LD, Miller MW, Pietrzak RH, Joormann J, Barch DM, Pizzagalli DA, Sheridan JF, Smoller JW, Luna B, Harte SE, Elliott JM, Kessler RC, Koenen KC, McLean SA, Stevens JS, Ressler KJ. Persistent Dissociation and Its Neural Correlates in Predicting Outcomes After Trauma Exposure. Am J Psychiatry 2022; 179:661-672. [PMID: 35730162 PMCID: PMC9444876 DOI: 10.1176/appi.ajp.21090911] [Citation(s) in RCA: 19] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
OBJECTIVE Dissociation, a disruption or discontinuity in psychological functioning, is often linked with worse psychiatric symptoms; however, the prognostic value of dissociation after trauma is inconsistent. Determining whether trauma-related dissociation is uniquely predictive of later outcomes would enable early identification of at-risk trauma populations. The authors conducted the largest prospective longitudinal biomarker study of persistent dissociation to date to determine its predictive capacity for adverse psychiatric outcomes following acute trauma. METHODS All data were part of the Freeze 2 data release from the Advancing Understanding of Recovery After Trauma (AURORA) study. Study participants provided self-report data about persistent derealization (N=1,464), a severe type of dissociation, and completed a functional MRI emotion reactivity task and resting-state scan 2 weeks posttrauma (N=145). Three-month follow-up reports were collected of posttraumatic stress, depression, pain, anxiety symptoms, and functional impairment. RESULTS Derealization was associated with increased ventromedial prefrontal cortex (vmPFC) activation in the emotion reactivity task and decreased resting-state vmPFC connectivity with the cerebellum and orbitofrontal cortex. In separate analyses, brain-based and self-report measures of persistent derealization at 2 weeks predicted worse 3-month posttraumatic stress symptoms, distinct from the effects of childhood maltreatment history and current posttraumatic stress symptoms. CONCLUSIONS The findings suggest that persistent derealization is both an early psychological and biological marker of worse later psychiatric outcomes. The neural correlates of trauma-related dissociation may serve as potential targets for treatment engagement to prevent posttraumatic stress disorder. These results underscore dissociation assessment as crucial following trauma exposure to identify at-risk individuals, and they highlight an unmet clinical need for tailored early interventions.
Collapse
Affiliation(s)
- Lauren A M Lebois
- Division of Depression and Anxiety, McLean Hospital, Belmont, MA, 02478, USA
- Department of Psychiatry, Harvard Medical School, Boston, MA, 02115, USA
| | - Nathaniel G Harnett
- Division of Depression and Anxiety, McLean Hospital, Belmont, MA, 02478, USA
- Department of Psychiatry, Harvard Medical School, Boston, MA, 02115, USA
| | - Sanne J H van Rooij
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, GA, 30329, USA
| | - Timothy D Ely
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, GA, 30329, USA
| | - Tanja Jovanovic
- Department of Psychiatry and Behavioral Neurosciences, Wayne State University, Detroit, MA, 48202, USA
| | - Steven E Bruce
- Department of Psychological Sciences, University of Missouri - St. Louis, St. Louis, MO, 63121, USA
| | - Stacey L House
- Department of Emergency Medicine, Washington University School of Medicine, St. Louis, MO, 63110, USA
| | - Caitlin Ravichandran
- Division of Depression and Anxiety, McLean Hospital, Belmont, MA, 02478, USA
- Department of Psychiatry, Harvard Medical School, Boston, MA, 02115, USA
- Lurie Center for Autism, 1 Maguire Road, Lexington, MA, 02421, USA
| | - Nathalie M Dumornay
- Division of Depression and Anxiety, McLean Hospital, Belmont, MA, 02478, USA
| | | | - Sarah B Hill
- Department of Psychology, Northern Illinois University, DeKalb, IL, 60115, USA
| | - Julia B Merker
- Division of Depression and Anxiety, McLean Hospital, Belmont, MA, 02478, USA
| | - Karlye A Phillips
- McLean Hospital, Belmont, MA, 02478, USA
- Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, 21205, USA
| | - Francesca L Beaudoin
- Department of Emergency Medicine & Department of Health Services, Policy, and Practice, The Alpert Medical School of Brown University, Rhode Island Hospital and The Miriam Hospital, Providence, RI, 02930, USA
| | - Xinming An
- Institute for Trauma Recovery, Department of Anesthesiology, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27559, USA
| | - Thomas C Neylan
- Departments of Psychiatry and Neurology, University of California San Francisco, San Francisco, CA, 94143, USA
| | - Gari D Clifford
- Department of Biomedical Informatics, Emory University School of Medicine, Atlanta, GA, 30332, USA
- Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, GA, 30332, USA
| | - Sarah D Linnstaedt
- Institute for Trauma Recovery, Department of Anesthesiology, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27559, USA
| | - Laura T Germine
- Department of Psychiatry, Harvard Medical School, Boston, MA, 02115, USA
- Institute for Technology in Psychiatry, McLean Hospital, Belmont, MA, 02478, USA
- The Many Brains Project, Belmont, MA, 02478, USA
| | - Scott L Rauch
- Department of Psychiatry, Harvard Medical School, Boston, MA, 02115, USA
- Institute for Technology in Psychiatry, McLean Hospital, Belmont, MA, 02478, USA
- Department of Psychiatry, McLean Hospital, Belmont, MA, 02478, USA
| | - John P Haran
- Department of Emergency Medicine, University of Massachusetts Medical School, Worcester, MA, 01655, USA
| | - Alan B Storrow
- Department of Emergency Medicine, Vanderbilt University Medical Center, Nashville, TN, 37232, USA
| | | | - Paul I Musey
- Department of Emergency Medicine, Indiana University School of Medicine, Indianapolis, IN, 46202, USA
| | - Phyllis L Hendry
- Department of Emergency Medicine, University of Florida College of Medicine -Jacksonville, Jacksonville, FL, 32209, USA
| | - Sophia Sheikh
- Department of Emergency Medicine, University of Florida College of Medicine -Jacksonville, Jacksonville, FL, 32209, USA
| | - Christopher W Jones
- Department of Emergency Medicine, Cooper Medical School of Rowan University, Camden, NJ, 08103, USA
| | - Brittany E Punches
- Department of Emergency Medicine, University of Cincinnati College of Medicine, Cincinnati, OH, 45267, USA
- College of Nursing, University of Cincinnati, Cincinnati, OH, 45221, USA
| | - Robert A Swor
- Department of Emergency Medicine, Oakland University William Beaumont School of Medicine, Rochester, MI, 48309, USA
| | - Meghan E McGrath
- Department of Emergency Medicine, Boston Medical Center, Boston, MA, 02118, USA
| | - Lauren A Hudak
- Department of Emergency Medicine, Emory University School of Medicine, Atlanta, GA, 30329, USA
| | - Jose L Pascual
- Department of Surgery, Department of Neurosurgery, University of Pennsylvania, Pennsylvania, PA, 19104, USA
- Perelman School of Medicine, University of Pennsylvania, Pennsylvania, PA, 19104, USA
| | - Mark J Seamon
- Perelman School of Medicine, University of Pennsylvania, Pennsylvania, PA, 19104, USA
- Department of Surgery, Division of Traumatology, Surgical Critical Care and Emergency Surgery, University of Pennsylvania, Pennsylvania, PA, 19104, USA
| | - Elizabeth M Datner
- Department of Emergency Medicine, Einstein Healthcare Network, Pennsylvania, PA, 19141, USA
- Department of Emergency Medicine, Sidney Kimmel Medical College, Thomas Jefferson University, Pennsylvania, PA, 19107, USA
| | - Anna M Chang
- Department of Emergency Medicine, Jefferson University Hospitals, Pennsylvania, PA, 19107, USA
| | - Claire Pearson
- Department of Emergency Medicine, Wayne State University, Detroit, MA, 48202, USA
| | - Robert M Domeier
- Department of Emergency Medicine, Saint Joseph Mercy Hospital, Ypsilanti, MI, 48197, USA
| | - Niels K Rathlev
- Department of Emergency Medicine, University of Massachusetts Medical School-Baystate, Springfield, MA, 01107, USA
| | - Brian J O’Neil
- Department of Emergency Medicine, Wayne State University, Detroit, MA, 48202, USA
| | - Paulina Sergot
- Department of Emergency Medicine, McGovern Medical School, University of Texas Health, Houston, TX, 77030, USA
| | - Leon D Sanchez
- Department of Emergency Medicine, Brigham and Women’s Hospital, Boston, MA, 02115, USA
- Department of Emergency Medicine, Harvard Medical School, Boston, MA, 02115, USA
| | - Mark W Miller
- National Center for PTSD, Behavioral Science Division, VA Boston Healthcare System, Boston, MA, 02130, USA
- Department of Psychiatry, Boston University School of Medicine, Boston, MA, 02118, USA
| | - Robert H Pietrzak
- National Center for PTSD, Clinical Neurosciences Division, VA Connecticut Healthcare System, West Haven, CT, 06516, USA
- Department of Psychiatry, Yale School of Medicine, New Haven, CT, 06510, USA
| | - Jutta Joormann
- Department of Psychology, Yale School of Medicine, New Haven, CT, 06510, USA
| | - Deanna M Barch
- Department of Psychological & Brain Sciences, Washington University in St. Louis, St. Louis, MO, 63130, USA
| | - Diego A Pizzagalli
- Division of Depression and Anxiety, McLean Hospital, Belmont, MA, 02478, USA
- Department of Psychiatry, Harvard Medical School, Boston, MA, 02115, USA
| | - John F Sheridan
- Department of Biosciences, OSU Wexner Medical Center, Columbus, OH, 43210, USA
- Institute for Behavioral Medicine Research, OSU Wexner Medical Center, Columbus, OH, 43211, USA
| | - Jordan W Smoller
- Department of Psychiatry, Psychiatric and Neurodevelopmental Genetics Unit, Massachusetts General Hospital, Boston, MA, 02114, USA
- Stanley Center for Psychiatric Research, Broad Institute, Cambridge, MA, 02142, USA
| | - Beatriz Luna
- Department of Psychiatry, University of Pittsburgh, Pittsburgh, PA, 15213, USA
| | - Steven E Harte
- Department of Anesthesiology, University of Michigan Medical School, Ann Arbor, MI, 48109, USA
- Department of Internal Medicine-Rheumatology, University of Michigan Medical School, Ann Arbor, MI, 48109, USA
| | - James M Elliott
- Kolling Institute of Medical Research, University of Sydney, St Leonards, New South Wales, 2065, Australia
- Faculty of Medicine and Health, University of Sydney, Northern Sydney Local Health District, New South Wales, 2006, Australia
- Physical Therapy & Human Movement Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL, 60208, USA
| | - Ronald C Kessler
- Department of Health Care Policy, Harvard Medical School, Boston, MA, 02115, USA
| | - Karestan C Koenen
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Harvard University, Boston, MA, 02115, USA
| | - Samuel A McLean
- Institute for Trauma Recovery, Department of Anesthesiology, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27559, USA
- Department of Emergency Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27559, USA
| | - Jennifer S Stevens
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, GA, 30329, USA
| | - Kerry J Ressler
- Division of Depression and Anxiety, McLean Hospital, Belmont, MA, 02478, USA
- Department of Psychiatry, Harvard Medical School, Boston, MA, 02115, USA
| |
Collapse
|
61
|
Sun D, Rakesh G, Clarke-Rubright EK, Haswell CC, Logue MW, O'Leary EN, Cotton AS, Xie H, Dennis EL, Jahanshad N, Salminen LE, Thomopoulos SI, Rashid FM, Ching CRK, Koch SBJ, Frijling JL, Nawijn L, van Zuiden M, Zhu X, Suarez-Jimenez B, Sierk A, Walter H, Manthey A, Stevens JS, Fani N, van Rooij SJH, Stein MB, Bomyea J, Koerte I, Choi K, van der Werff SJA, Vermeiren RRJM, Herzog JI, Lebois LAM, Baker JT, Ressler KJ, Olson EA, Straube T, Korgaonkar MS, Andrew E, Zhu Y, Li G, Ipser J, Hudson AR, Peverill M, Sambrook K, Gordon E, Baugh LA, Forster G, Simons RM, Simons JS, Magnotta VA, Maron-Katz A, du Plessis S, Disner SG, Davenport ND, Grupe D, Nitschke JB, deRoon-Cassini TA, Fitzgerald J, Krystal JH, Levy I, Olff M, Veltman DJ, Wang L, Neria Y, De Bellis MD, Jovanovic T, Daniels JK, Shenton ME, van de Wee NJA, Schmahl C, Kaufman ML, Rosso IM, Sponheim SR, Hofmann DB, Bryant RA, Fercho KA, Stein DJ, Mueller SC, Phan KL, McLaughlin KA, Davidson RJ, Larson C, May G, Nelson SM, Abdallah CG, Gomaa H, Etkin A, Seedat S, Harpaz-Rotem I, Liberzon I, Wang X, Thompson PM, Morey RA. Remodeling of the Cortical Structural Connectome in Posttraumatic Stress Disorder: Results From the ENIGMA-PGC Posttraumatic Stress Disorder Consortium. Biol Psychiatry Cogn Neurosci Neuroimaging 2022; 7:935-948. [PMID: 35307575 PMCID: PMC9835553 DOI: 10.1016/j.bpsc.2022.02.008] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/13/2021] [Revised: 02/10/2022] [Accepted: 02/18/2022] [Indexed: 01/16/2023]
Abstract
BACKGROUND Posttraumatic stress disorder (PTSD) is accompanied by disrupted cortical neuroanatomy. We investigated alteration in covariance of structural networks associated with PTSD in regions that demonstrate the case-control differences in cortical thickness (CT) and surface area (SA). METHODS Neuroimaging and clinical data were aggregated from 29 research sites in >1300 PTSD cases and >2000 trauma-exposed control subjects (ages 6.2-85.2 years) by the ENIGMA-PGC (Enhancing Neuro Imaging Genetics through Meta Analysis-Psychiatric Genomics Consortium) PTSD working group. Cortical regions in the network were rank ordered by the effect size of PTSD-related cortical differences in CT and SA. The top-n (n = 2-148) regions with the largest effect size for PTSD > non-PTSD formed hypertrophic networks, the largest effect size for PTSD < non-PTSD formed atrophic networks, and the smallest effect size of between-group differences formed stable networks. The mean structural covariance (SC) of a given n-region network was the average of all positive pairwise correlations and was compared with the mean SC of 5000 randomly generated n-region networks. RESULTS Patients with PTSD, relative to non-PTSD control subjects, exhibited lower mean SC in CT-based and SA-based atrophic networks. Comorbid depression, sex, and age modulated covariance differences of PTSD-related structural networks. CONCLUSIONS Covariance of structural networks based on CT and cortical SA are affected by PTSD and further modulated by comorbid depression, sex, and age. The SC networks that are perturbed in PTSD comport with converging evidence from resting-state functional connectivity networks and networks affected by inflammatory processes and stress hormones in PTSD.
Collapse
Affiliation(s)
- Delin Sun
- Brain Imaging and Analysis Center, Duke University, Durham, North Carolina; Department of Veteran Affairs Mid-Atlantic Mental Illness Research, Education and Clinical Center, Durham, North Carolina
| | - Gopalkumar Rakesh
- Brain Imaging and Analysis Center, Duke University, Durham, North Carolina; Department of Veteran Affairs Mid-Atlantic Mental Illness Research, Education and Clinical Center, Durham, North Carolina
| | - Emily K Clarke-Rubright
- Brain Imaging and Analysis Center, Duke University, Durham, North Carolina; Department of Veteran Affairs Mid-Atlantic Mental Illness Research, Education and Clinical Center, Durham, North Carolina
| | - Courtney C Haswell
- Brain Imaging and Analysis Center, Duke University, Durham, North Carolina; Department of Veteran Affairs Mid-Atlantic Mental Illness Research, Education and Clinical Center, Durham, North Carolina
| | - Mark W Logue
- National Center for PTSD, VA Boston Healthcare System, Boston, Massachusetts; Department of Psychiatry, Boston University School of Medicine, Boston, Massachusetts; Biomedical Genetics, Boston University School of Medicine, Boston, Massachusetts; Department of Biostatistics, Boston University School of Public Health, Boston, Massachusetts
| | - Erin N O'Leary
- Department of Psychiatry, University of Toledo, Toledo, Ohio
| | - Andrew S Cotton
- Department of Psychiatry, University of Toledo, Toledo, Ohio
| | - Hong Xie
- Department of Psychiatry, University of Toledo, Toledo, Ohio
| | - Emily L Dennis
- Psychiatry Neuroimaging Laboratory, Brigham & Women's Hospital, Boston, Massachusetts; Imaging Genetics Center, Stevens Neuroimaging & Informatics Institute, Keck School of Medicine of USC, Marina del Rey, California; Stanford Neurodevelopment, Affect, and Psychopathology Laboratory, Stanford, California; Department of Neurology, University of Utah, Salt Lake City, Utah
| | - Neda Jahanshad
- Imaging Genetics Center, Stevens Neuroimaging & Informatics Institute, Keck School of Medicine of USC, Marina del Rey, California
| | - Lauren E Salminen
- Imaging Genetics Center, Stevens Neuroimaging & Informatics Institute, Keck School of Medicine of USC, Marina del Rey, California
| | - Sophia I Thomopoulos
- Imaging Genetics Center, Stevens Neuroimaging & Informatics Institute, Keck School of Medicine of USC, Marina del Rey, California
| | - Faisal M Rashid
- Imaging Genetics Center, Stevens Neuroimaging & Informatics Institute, Keck School of Medicine of USC, Marina del Rey, California
| | - Christopher R K Ching
- Imaging Genetics Center, Stevens Neuroimaging & Informatics Institute, Keck School of Medicine of USC, Marina del Rey, California
| | - Saskia B J Koch
- Department of Psychiatry, Amsterdam University Medical Centers, Academic Medical Center, University of Amsterdam, Amsterdam, the Netherlands; Donders Institute for Brain, Cognition and Behavior, Centre for Cognitive Neuroimaging, Radboud University Nijmegen, Nijmegen, the Netherlands
| | - Jessie L Frijling
- Department of Psychiatry, Amsterdam University Medical Centers, Academic Medical Center, University of Amsterdam, Amsterdam, the Netherlands
| | - Laura Nawijn
- Department of Psychiatry, Amsterdam University Medical Centers, Academic Medical Center, University of Amsterdam, Amsterdam, the Netherlands; Department of Psychiatry, Amsterdam University Medical Centers, VU University Medical Center, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands
| | - Mirjam van Zuiden
- Department of Psychiatry, Amsterdam University Medical Centers, Academic Medical Center, University of Amsterdam, Amsterdam, the Netherlands
| | - Xi Zhu
- Department of Psychiatry, Columbia University Medical Center, New York, New York; New York State Psychiatric Institute, New York, New York
| | - Benjamin Suarez-Jimenez
- Department of Psychiatry, Columbia University Medical Center, New York, New York; New York State Psychiatric Institute, New York, New York; University of Rochester Medical Center, Rochester, New York
| | - Anika Sierk
- University Medical Centre Charité, Berlin, Germany
| | | | | | - Jennifer S Stevens
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, Georgia
| | - Negar Fani
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, Georgia
| | - Sanne J H van Rooij
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, Georgia
| | - Murray B Stein
- Department of Psychiatry, University of California San Diego, San Diego, California
| | - Jessica Bomyea
- Department of Psychiatry, University of California San Diego, San Diego, California
| | - Inga Koerte
- Psychiatry Neuroimaging Laboratory, Brigham & Women's Hospital, Boston, Massachusetts; Department of Child and Adolescent Psychiatry, Psychosomatics, and Psychotherapy, Ludwig-Maximilians-Universität, Munich, Germany
| | - Kyle Choi
- Health Services Research Center, University of California San Diego, San Diego, California
| | - Steven J A van der Werff
- Department of Psychiatry, Leiden University Medical Center, Leiden, the Netherlands; Leiden Institute for Brain and Cognition, Leiden, the Netherlands
| | | | - Julia I Herzog
- Department of Psychosomatic Medicine and Psychotherapy, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Heidelberg, Germany
| | - Lauren A M Lebois
- Department of Psychiatry, Harvard Medical School, Boston, Massachusetts; Division of Depression and Anxiety Disorders, McLean Hospital, Harvard University, Belmont, Massachusetts
| | - Justin T Baker
- Institute for Technology in Psychiatry, McLean Hospital, Harvard University, Belmont, Massachusetts
| | - Kerry J Ressler
- Department of Psychiatry, Harvard Medical School, Boston, Massachusetts; Division of Depression and Anxiety Disorders, McLean Hospital, Harvard University, Belmont, Massachusetts; Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, Georgia
| | - Elizabeth A Olson
- Department of Psychiatry, Harvard Medical School, Boston, Massachusetts; Center for Depression, Anxiety, and Stress Research, McLean Hospital, Harvard University, Belmont, Massachusetts
| | - Thomas Straube
- Institute of Medical Psychology and Systems Neuroscience, University of Münster, Münster, Germany
| | - Mayuresh S Korgaonkar
- Brain Dynamics Centre, Westmead Institute of Medical Research, Westmead, New South Wales, Australia
| | - Elpiniki Andrew
- Department of Psychology, University of Sydney, Westmead, New South Wales, Australia
| | - Ye Zhu
- Laboratory for Traumatic Stress Studies, Chinese Academy of Sciences Key Laboratory of Mental Health, Institute of Psychology, Chinese Academy of Sciences, Beijing, China; Department of Psychology, University of Chinese Academy of Sciences, Beijing, China
| | - Gen Li
- Laboratory for Traumatic Stress Studies, Chinese Academy of Sciences Key Laboratory of Mental Health, Institute of Psychology, Chinese Academy of Sciences, Beijing, China; Department of Psychology, University of Chinese Academy of Sciences, Beijing, China
| | - Jonathan Ipser
- SA MRC Unit on Risk & Resilience in Mental Disorders, Department of Psychiatry and Neuroscience Institute, University of Cape Town, Cape Town, South Africa
| | - Anna R Hudson
- Department of Experimental Clinical and Health Psychology, Ghent University, Ghent, Belgium
| | - Matthew Peverill
- Department of Psychology, University of Washington, Seattle, Washington
| | - Kelly Sambrook
- Department of Radiology, University of Washington, Seattle, Washington
| | - Evan Gordon
- Veterans Integrated Service Network-17 Center of Excellence for Research on Returning War Veterans, Waco, Texas; Department of Psychology and Neuroscience, Baylor University, Waco, Texas; Center for Vital Longevity, School of Behavioral and Brain Sciences, University of Texas at Dallas, Dallas, Texas; Washington University School of Medicine, St. Louis, Missouri
| | - Lee A Baugh
- Division of Basic Biomedical Sciences, Sanford School of Medicine, Vermillion, South Dakota; Center for Brain and Behavior Research, University of South Dakota, Vermillion, South Dakota; Sioux Falls VA Health Care System, Sioux Falls, South Dakota
| | - Gina Forster
- Division of Basic Biomedical Sciences, Sanford School of Medicine, Vermillion, South Dakota; Center for Brain and Behavior Research, University of South Dakota, Vermillion, South Dakota; Brain Health Research Centre, Department of Anatomy, University of Otago, Dunedin, New Zealand
| | - Raluca M Simons
- Center for Brain and Behavior Research, University of South Dakota, Vermillion, South Dakota; Department of Psychology, University of South Dakota, Vermillion, South Dakota
| | - Jeffrey S Simons
- Center for Brain and Behavior Research, University of South Dakota, Vermillion, South Dakota; Department of Psychology, University of South Dakota, Vermillion, South Dakota
| | - Vincent A Magnotta
- Department of Radiology, Psychiatry, and Biomedical Engineering, University of Iowa, Iowa City, Iowa
| | - Adi Maron-Katz
- Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, California
| | - Stefan du Plessis
- Department of Psychiatry, Stellenbosch University, Cape Town, South Africa
| | - Seth G Disner
- Minneapolis VA Health Care System, University of Minnesota, Minneapolis, Minnesota; Department of Psychiatry, University of Minnesota, Minneapolis, Minnesota
| | - Nicholas D Davenport
- Minneapolis VA Health Care System, University of Minnesota, Minneapolis, Minnesota; Department of Psychiatry, University of Minnesota, Minneapolis, Minnesota
| | - Dan Grupe
- Center for Healthy Minds, University of Wisconsin-Madison, Madison, Wisconsin
| | - Jack B Nitschke
- Department of Psychiatry, University of Wisconsin-Madison, Madison, Wisconsin
| | - Terri A deRoon-Cassini
- Division of Trauma and Acute Care Surgery, Department of Surgery, Medical College of Wisconsin, Milwaukee, Wisconsin
| | | | - John H Krystal
- Division of Clinical Neuroscience, National Center for PTSD, West Haven, Connecticut; Department of Psychiatry, Yale University School of Medicine, New Haven, Connecticut
| | - Ifat Levy
- Division of Clinical Neuroscience, National Center for PTSD, West Haven, Connecticut; Department of Psychiatry, Yale University School of Medicine, New Haven, Connecticut
| | - Miranda Olff
- Department of Psychiatry, Amsterdam University Medical Centers, Academic Medical Center, University of Amsterdam, Amsterdam, the Netherlands; ARQ National Psychotrauma Centre, Diemen, the Netherlands
| | - Dick J Veltman
- Department of Psychiatry, Amsterdam University Medical Centers, Academic Medical Center, University of Amsterdam, Amsterdam, the Netherlands
| | - Li Wang
- Laboratory for Traumatic Stress Studies, Chinese Academy of Sciences Key Laboratory of Mental Health, Institute of Psychology, Chinese Academy of Sciences, Beijing, China; Department of Psychology, University of Chinese Academy of Sciences, Beijing, China
| | - Yuval Neria
- Department of Psychiatry, Columbia University Medical Center, New York, New York; New York State Psychiatric Institute, New York, New York
| | - Michael D De Bellis
- Healthy Childhood Brain Development Developmental Traumatology Research Program, Department of Psychiatry and Behavioral Sciences, Duke University, Durham, North Carolina
| | - Tanja Jovanovic
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, Georgia; Department of Psychiatry and Behavioral Neuroscience, Wayne State University School of Medicine, Detroit, Michigan
| | - Judith K Daniels
- Department of Clinical Psychology, University of Groningen, Groningen, the Netherlands
| | - Martha E Shenton
- Psychiatry Neuroimaging Laboratory, Brigham & Women's Hospital, Boston, Massachusetts; VA Boston Healthcare System, Brockton Division, Brockton, Massachusetts
| | - Nic J A van de Wee
- Department of Psychiatry, Leiden University Medical Center, Leiden, the Netherlands; Leiden Institute for Brain and Cognition, Leiden, the Netherlands
| | - Christian Schmahl
- Department of Psychosomatic Medicine and Psychotherapy, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Heidelberg, Germany
| | - Milissa L Kaufman
- Department of Psychiatry, Harvard Medical School, Boston, Massachusetts; Division of Women's Mental Health, McLean Hospital, Harvard University, Belmont, Massachusetts
| | - Isabelle M Rosso
- Department of Psychiatry, Harvard Medical School, Boston, Massachusetts; Center for Depression, Anxiety, and Stress Research, McLean Hospital, Harvard University, Belmont, Massachusetts
| | - Scott R Sponheim
- Minneapolis VA Health Care System, University of Minnesota, Minneapolis, Minnesota; Department of Psychiatry, University of Minnesota, Minneapolis, Minnesota
| | - David Bernd Hofmann
- Institute of Medical Psychology and Systems Neuroscience, University of Münster, Münster, Germany
| | - Richard A Bryant
- School of Psychology, University of New South Wales, Sydney, New South Wales, Australia
| | - Kelene A Fercho
- Division of Basic Biomedical Sciences, Sanford School of Medicine, Vermillion, South Dakota; Center for Brain and Behavior Research, University of South Dakota, Vermillion, South Dakota; Sioux Falls VA Health Care System, Sioux Falls, South Dakota; Civil Aerospace Medical Institute, US Federal Aviation Administration, Oklahoma City, Oklahoma
| | - Dan J Stein
- SA MRC Unit on Risk & Resilience in Mental Disorders, Department of Psychiatry and Neuroscience Institute, University of Cape Town, Cape Town, South Africa
| | - Sven C Mueller
- Department of Experimental Clinical and Health Psychology, Ghent University, Ghent, Belgium; Department of Personality, Psychological Assessment and Treatment, University of Deusto, Bilbao, Spain
| | - K Luan Phan
- Department of Psychiatry, University of Illinois at Chicago, Chicago, Illinois; Mental Health Service Line, Jesse Brown VA Chicago Health Care System, Chicago, Illinois
| | | | - Richard J Davidson
- Center for Healthy Minds, University of Wisconsin-Madison, Madison, Wisconsin; Department of Psychiatry, University of Wisconsin-Madison, Madison, Wisconsin; Department of Psychology, University of Wisconsin-Madison, Madison, Wisconsin
| | - Christine Larson
- Department of Psychology, University of Wisconsin-Milwaukee, Milwaukee, Wisconsin
| | - Geoffrey May
- Veterans Integrated Service Network-17 Center of Excellence for Research on Returning War Veterans, Waco, Texas; Department of Psychology and Neuroscience, Baylor University, Waco, Texas; Center for Vital Longevity, School of Behavioral and Brain Sciences, University of Texas at Dallas, Dallas, Texas; Department of Psychiatry and Behavioral Science, Texas A&M University Health Science Center, Bryan, Texas
| | - Steven M Nelson
- Veterans Integrated Service Network-17 Center of Excellence for Research on Returning War Veterans, Waco, Texas; Department of Psychology and Neuroscience, Baylor University, Waco, Texas; Center for Vital Longevity, School of Behavioral and Brain Sciences, University of Texas at Dallas, Dallas, Texas; Department of Psychiatry and Behavioral Science, Texas A&M University Health Science Center, Bryan, Texas
| | - Chadi G Abdallah
- Division of Clinical Neuroscience, National Center for PTSD, West Haven, Connecticut; Department of Psychiatry, Yale University School of Medicine, New Haven, Connecticut
| | - Hassaan Gomaa
- Department of Psychiatry, Pennsylvania State University, State College, Pennsylvania
| | - Amit Etkin
- Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, California; VA Palo Alto Health Care System, Palo Alto, California
| | - Soraya Seedat
- Department of Psychiatry, Stellenbosch University, Cape Town, South Africa
| | - Ilan Harpaz-Rotem
- Division of Clinical Neuroscience, National Center for PTSD, West Haven, Connecticut; Department of Psychiatry, Yale University School of Medicine, New Haven, Connecticut
| | - Israel Liberzon
- Department of Psychiatry, University of Michigan, Ann Arbor, Michigan
| | - Xin Wang
- Department of Psychiatry, University of Toledo, Toledo, Ohio
| | - Paul M Thompson
- Imaging Genetics Center, Stevens Neuroimaging & Informatics Institute, Keck School of Medicine of USC, Marina del Rey, California
| | - Rajendra A Morey
- Brain Imaging and Analysis Center, Duke University, Durham, North Carolina; Department of Veteran Affairs Mid-Atlantic Mental Illness Research, Education and Clinical Center, Durham, North Carolina.
| |
Collapse
|
62
|
Tanriverdi B, Gregory DF, Olino TM, Ely TD, Harnett NG, van Rooij SJH, Lebois LAM, Seligowski AV, Jovanovic T, Ressler KJ, House SL, Beaudoin FL, An X, Neylan TC, Clifford GD, Linnstaedt SD, Germine LT, Bollen KA, Rauch SL, Haran JP, Storrow AB, Lewandowski C, Musey PI, Hendry PL, Sheikh S, Jones CW, Punches BE, Kurz MC, McGrath ME, Hudak LA, Pascual JL, Seamon MJ, Datner EM, Pearson C, Domeier RM, Rathlev NK, O'Neil BJ, Sanchez LD, Bruce SE, Miller MW, Pietrzak RH, Joormann J, Barch DM, Pizzagalli DA, Sheridan JF, Smoller JW, Harte SE, Elliott JM, McLean SA, Kessler RC, Koenen KC, Stevens JS, Murty VP. Hippocampal Threat Reactivity Interacts with Physiological Arousal to Predict PTSD Symptoms. J Neurosci 2022; 42:6593-6604. [PMID: 35879096 PMCID: PMC9410748 DOI: 10.1523/jneurosci.0911-21.2022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2021] [Revised: 06/13/2022] [Accepted: 06/16/2022] [Indexed: 11/21/2022] Open
Abstract
Hippo campal impairments are reliably associated with post-traumatic stress disorder (PTSD); however, little research has characterized how increased threat sensitivity may interact with arousal responses to alter hippocampal reactivity, and further how these interactions relate to the sequelae of trauma-related symptoms. In a sample of individuals recently exposed to trauma (N = 116, 76 female), we found that PTSD symptoms at 2 weeks were associated with decreased hippocampal responses to threat as assessed with fMRI. Further, the relationship between hippocampal threat sensitivity and PTSD symptomology only emerged in individuals who showed transient, high threat-related arousal, as assayed by an independently collected measure of fear potentiated startle. Collectively, our finding suggests that development of PTSD is associated with threat-related decreases in hippocampal function because of increases in fear-potentiated arousal.SIGNIFICANCE STATEMENT Alterations in hippocampal function linked to threat-related arousal are reliably associated with post-traumatic stress disorder (PTSD); however, how these alterations relate to the sequelae of trauma-related symptoms is unknown. Prior models based on nontrauma samples suggest that arousal may impact hippocampal neurophysiology leading to maladaptive behavior. Here we show that decreased hippocampal threat sensitivity interacts with fear-potentiated startle to predict PTSD symptoms. Specifically, individuals with high fear-potentiated startle and low, transient hippocampal threat sensitivity showed the greatest PTSD symptomology. These findings bridge literatures of threat-related arousal and hippocampal function to better understand PTSD risk.
Collapse
Affiliation(s)
- Büşra Tanriverdi
- Department of Psychology and Neuroscience, Temple University, Philadelphia, Pennsylvania 19121
| | - David F Gregory
- Department of Psychology and Neuroscience, Temple University, Philadelphia, Pennsylvania 19121
| | - Thomas M Olino
- Department of Psychology and Neuroscience, Temple University, Philadelphia, Pennsylvania 19121
| | - Timothy D Ely
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, Georgia 30329
| | - Nathaniel G Harnett
- Division of Depression and Anxiety, McLean Hospital, Belmont, Massachusetts 02478
- Department of Psychiatry, Harvard Medical School, Boston, Massachusetts 02115
| | - Sanne J H van Rooij
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, Georgia 30329
| | - Lauren A M Lebois
- Division of Depression and Anxiety, McLean Hospital, Belmont, Massachusetts 02478
- Department of Psychiatry, Harvard Medical School, Boston, Massachusetts 02115
| | - Antonia V Seligowski
- Division of Depression and Anxiety, McLean Hospital, Belmont, Massachusetts 02478
- Department of Psychiatry, Harvard Medical School, Boston, Massachusetts 02115
| | - Tanja Jovanovic
- Department of Psychiatry and Behavioral Neurosciences, Wayne State University, Detroit, Michigan 48202
| | - Kerry J Ressler
- Division of Depression and Anxiety, McLean Hospital, Belmont, Massachusetts 02478
- Department of Psychiatry, Harvard Medical School, Boston, Massachusetts 02115
| | - Stacey L House
- Department of Emergency Medicine, Washington University School of Medicine, St. Louis, Missouri 63110
| | - Francesca L Beaudoin
- Department of Emergency Medicine & Department of Health Services, Policy, and Practice, Alpert Medical School of Brown University, Rhode Island Hospital, and Miriam Hospital, Providence, Rhode Island 02930
| | - Xinming An
- Institute for Trauma Recovery, Department of Anesthesiology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27559
| | - Thomas C Neylan
- Departments of Psychiatry and Neurology, University of California San Francisco, San Francisco, California 94143
| | - Gari D Clifford
- Department of Biomedical Informatics, Emory University School of Medicine, Atlanta, Georgia 30332
- Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, Georgia 30332
| | - Sarah D Linnstaedt
- Institute for Trauma Recovery, Department of Anesthesiology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27559
| | - Laura T Germine
- Department of Psychiatry, Harvard Medical School, Boston, Massachusetts 02115
- Institute for Technology in Psychiatry, McLean Hospital, Belmont, Massachusetts 02478
| | - Kenneth A Bollen
- Department of Psychology and Neuroscience & Department of Sociology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27559
| | - Scott L Rauch
- Department of Psychiatry, Harvard Medical School, Boston, Massachusetts 02115
- Institute for Technology in Psychiatry/Department of Psychiatry, McLean Hospital, Belmont, Massachusetts 02478
| | - John P Haran
- Department of Emergency Medicine, University of Massachusetts Medical School, Worcester, Massachusetts 01655
| | - Alan B Storrow
- Department of Emergency Medicine, Vanderbilt University Medical Center, Nashville, Tennessee 37232
| | | | - Paul I Musey
- Department of Emergency Medicine, Indiana University School of Medicine, Indianapolis, Indiana 46202
| | - Phyllis L Hendry
- Department of Emergency Medicine, University of Florida College of Medicine-Jacksonville, Jacksonville, Florida 32209
| | - Sophia Sheikh
- Department of Emergency Medicine, University of Florida College of Medicine-Jacksonville, Jacksonville, Florida 32209
| | - Christopher W Jones
- Department of Emergency Medicine, Cooper Medical School of Rowan University, Camden, New Jersey 08103
| | - Brittany E Punches
- Department of Emergency Medicine, University of Cincinnati College of Medicine, Cincinnati, Ohio 45267
- College of Nursing, University of Cincinnati, Cincinnati, Ohio 45221
| | - Michael C Kurz
- Department of Emergency Medicine, University of Alabama School of Medicine, Birmingham, Alabama 35294
- Department of Surgery, Division of Acute Care Surgery, University of Alabama School of Medicine, Birmingham, Alabama 35294
- Center for Injury Science, University of Alabama at Birmingham, Birmingham, Alabama 35294
| | - Meghan E McGrath
- Department of Emergency Medicine, Boston Medical Center, Boston, Massachusetts 02118
| | - Lauren A Hudak
- Department of Emergency Medicine, Emory University School of Medicine, Atlanta, Georgia 30329
| | - Jose L Pascual
- Department of Surgery, Department of Neurosurgery, University of Pennsylvania, Philadelphia, Pennsylvania 19104
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania 19104
| | - Mark J Seamon
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania 19104
- Department of Surgery, Division of Traumatology, Surgical Critical Care and Emergency Surgery, University of Pennsylvania, Philadelphia, Pennsylvania 19104
| | - Elizabeth M Datner
- Department of Emergency Medicine, Einstein Healthcare Network, Philadelphia, Pennsylvania 19141
- Department of Emergency Medicine, Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, Pennsylvania 19107
| | - Claire Pearson
- Department of Emergency Medicine, Wayne State University, Detroit, Michigan 48202
| | - Robert M Domeier
- Department of Emergency Medicine, Saint Joseph Mercy Hospital, Ypsilanti, Michigan 48197
| | - Niels K Rathlev
- Department of Emergency Medicine, University of Massachusetts Medical School-Baystate, Springfield, Massachusetts 01107
| | - Brian J O'Neil
- Department of Emergency Medicine, Wayne State University, Detroit, Michigan 48202
| | - Leon D Sanchez
- Department of Emergency Medicine, Beth Israel Deaconess Medical Center, Boston, Massachusetts 02215
- Department of Emergency Medicine, Harvard Medical School, Boston, Massachusetts 02115
| | - Steven E Bruce
- Department of Psychological Sciences, University of Missouri-St. Louis, St. Louis, Missouri 63121
| | - Mark W Miller
- National Center for PTSD, Behavioral Science Division, VA Boston Healthcare System, Boston, Massachusetts 02130
- Department of Psychiatry, Boston University School of Medicine, Boston, Massachusetts 02118
| | - Robert H Pietrzak
- National Center for PTSD, Clinical Neurosciences Division, VA Connecticut Healthcare System, West Haven, Connecticut 06516
- Department of Psychiatry, Yale School of Medicine, West Haven, Connecticut 06510
| | - Jutta Joormann
- Department of Psychology, Yale University, West Haven, Connecticut 06520
| | - Deanna M Barch
- Department of Psychological & Brain Sciences, Washington University in St. Louis, St. Louis, Missouri 63130
| | - Diego A Pizzagalli
- Division of Depression and Anxiety, McLean Hospital, Belmont, Massachusetts 02478
- Department of Psychiatry, Harvard Medical School, Boston, Massachusetts 02115
| | - John F Sheridan
- Department of Biosciences, Ohio State University Wexner Medical Center, Columbus, Ohio 43210
- Institute for Behavioral Medicine Research, Ohio State University Wexner Medical Center, Columbus, Ohio 43211
| | - Jordan W Smoller
- Department of Psychiatry, Psychiatric and Neurodevelopmental Genetics Unit, Massachusetts General Hospital, Boston, Massachusetts 02114
- Stanley Center for Psychiatric Research, Broad Institute, Cambridge, Massachusetts 02142
| | - Steven E Harte
- Department of Anesthesiology, University of Michigan Medical School, Ann Arbor, Michigan 48109
- Department of Internal Medicine-Rheumatology, University of Michigan Medical School, Ann Arbor, Michigan 48109
| | - James M Elliott
- Kolling Institute of Medical Research, University of Sydney, St Leonards, New South Wales 2065, Australia
- Faculty of Medicine and Health, University of Sydney, Camperdown, New South Wales 2006, Australia
- Physical Therapy & Human Movement Sciences, Feinberg School of Medicine, Northwestern University, Chicago, Illinois 60208
| | - Samuel A McLean
- Institute for Trauma Recovery, Department of Anesthesiology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27559
- Department of Emergency Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27559
| | - Ronald C Kessler
- Department of Health Care Policy, Harvard Medical School, Boston, Massachusetts 02115
| | - Karestan C Koenen
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Harvard University, Boston, Massachusetts 02115
| | - Jennifer S Stevens
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, Georgia 30329
| | - Vishnu P Murty
- Department of Psychology and Neuroscience, Temple University, Philadelphia, Pennsylvania 19121
| |
Collapse
|
63
|
Harnett NG, Finegold KE, Lebois LAM, van Rooij SJH, Ely TD, Murty VP, Jovanovic T, Bruce SE, House SL, Beaudoin FL, An X, Zeng D, Neylan TC, Clifford GD, Linnstaedt SD, Germine LT, Bollen KA, Rauch SL, Haran JP, Storrow AB, Lewandowski C, Musey PI, Hendry PL, Sheikh S, Jones CW, Punches BE, Kurz MC, Swor RA, Hudak LA, Pascual JL, Seamon MJ, Harris E, Chang AM, Pearson C, Peak DA, Domeier RM, Rathlev NK, O'Neil BJ, Sergot P, Sanchez LD, Miller MW, Pietrzak RH, Joormann J, Barch DM, Pizzagalli DA, Sheridan JF, Harte SE, Elliott JM, Kessler RC, Koenen KC, McLean SA, Nickerson LD, Ressler KJ, Stevens JS. Structural covariance of the ventral visual stream predicts posttraumatic intrusion and nightmare symptoms: a multivariate data fusion analysis. Transl Psychiatry 2022; 12:321. [PMID: 35941117 PMCID: PMC9360028 DOI: 10.1038/s41398-022-02085-8] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/22/2022] [Revised: 07/14/2022] [Accepted: 07/20/2022] [Indexed: 01/16/2023] Open
Abstract
Visual components of trauma memories are often vividly re-experienced by survivors with deleterious consequences for normal function. Neuroimaging research on trauma has primarily focused on threat-processing circuitry as core to trauma-related dysfunction. Conversely, limited attention has been given to visual circuitry which may be particularly relevant to posttraumatic stress disorder (PTSD). Prior work suggests that the ventral visual stream is directly related to the cognitive and affective disturbances observed in PTSD and may be predictive of later symptom expression. The present study used multimodal magnetic resonance imaging data (n = 278) collected two weeks after trauma exposure from the AURORA study, a longitudinal, multisite investigation of adverse posttraumatic neuropsychiatric sequelae. Indices of gray and white matter were combined using data fusion to identify a structural covariance network (SCN) of the ventral visual stream 2 weeks after trauma. Participant's loadings on the SCN were positively associated with both intrusion symptoms and intensity of nightmares. Further, SCN loadings moderated connectivity between a previously observed amygdala-hippocampal functional covariance network and the inferior temporal gyrus. Follow-up MRI data at 6 months showed an inverse relationship between SCN loadings and negative alterations in cognition in mood. Further, individuals who showed decreased strength of the SCN between 2 weeks and 6 months had generally higher PTSD symptom severity over time. The present findings highlight a role for structural integrity of the ventral visual stream in the development of PTSD. The ventral visual stream may be particularly important for the consolidation or retrieval of trauma memories and may contribute to efficient reactivation of visual components of the trauma memory, thereby exacerbating PTSD symptoms. Potentially chronic engagement of the network may lead to reduced structural integrity which becomes a risk factor for lasting PTSD symptoms.
Collapse
Affiliation(s)
- Nathaniel G Harnett
- Division of Depression and Anxiety, McLean Hospital, Belmont, MA, USA.
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA.
| | | | - Lauren A M Lebois
- Division of Depression and Anxiety, McLean Hospital, Belmont, MA, USA
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA
| | - Sanne J H van Rooij
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, GA, USA
| | - Timothy D Ely
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, GA, USA
| | - Vishnu P Murty
- Department of Psychology, Temple University, Philadelphia, PA, USA
| | - Tanja Jovanovic
- Department of Psychiatry and Behavioral Neurosciences, Wayne State University, Detroit, MI, USA
| | - Steven E Bruce
- Department of Psychological Sciences, University of Missouri - St. Louis, St. Louis, MO, USA
| | - Stacey L House
- Department of Emergency Medicine, Washington University School of Medicine, St. Louis, MO, USA
| | - Francesca L Beaudoin
- Department of Emergency Medicine & Department of Health Services, Policy, and Practice, The Alpert Medical School of Brown University, Rhode Island Hospital and The Miriam Hospital, Providence, RI, USA
| | - Xinming An
- Institute for Trauma Recovery, Department of Anesthesiology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Donglin Zeng
- Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, NC, USA
| | - Thomas C Neylan
- Departments of Psychiatry and Neurology, University of California San Francisco, San Francisco, CA, USA
| | - Gari D Clifford
- Department of Biomedical Informatics, Emory University School of Medicine, Atlanta, GA, USA
- Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, GA, USA
| | - Sarah D Linnstaedt
- Institute for Trauma Recovery, Department of Anesthesiology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Laura T Germine
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA
- Institute for Technology in Psychiatry, McLean Hospital, Belmont, MA, USA
- The Many Brains Project, Belmont, MA, USA
| | - Kenneth A Bollen
- Department of Psychology and Neuroscience & Department of Sociology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Scott L Rauch
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA
- Institute for Technology in Psychiatry, McLean Hospital, Belmont, MA, USA
- Department of Psychiatry, McLean Hospital, Belmont, MA, USA
| | - John P Haran
- Department of Emergency Medicine, University of Massachusetts Chan Medical School, Worcester, MA, USA
| | - Alan B Storrow
- Department of Emergency Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
| | | | - Paul I Musey
- Department of Emergency Medicine, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Phyllis L Hendry
- Department of Emergency Medicine, University of Florida College of Medicine-Jacksonville, Jacksonville, FL, USA
| | - Sophia Sheikh
- Department of Emergency Medicine, University of Florida College of Medicine-Jacksonville, Jacksonville, FL, USA
| | - Christopher W Jones
- Department of Emergency Medicine, Cooper Medical School of Rowan University, Camden, NJ, USA
| | - Brittany E Punches
- Department of Emergency Medicine, Ohio State University College of Medicine, Columbus, OH, USA
- Ohio State University College of Nursing, Columbus, OH, USA
| | - Michael C Kurz
- Department of Emergency Medicine, University of Alabama School of Medicine, Birmingham, AL, USA
- Department of Surgery, Division of Acute Care Surgery, University of Alabama School of Medicine, Birmingham, AL, USA
- Center for Injury Science, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Robert A Swor
- Department of Emergency Medicine, Oakland University William Beaumont School of Medicine, Rochester, MI, USA
| | - Lauren A Hudak
- Department of Emergency Medicine, Emory University School of Medicine, Atlanta, GA, USA
| | - Jose L Pascual
- Department of Surgery, Department of Neurosurgery, University of Pennsylvania, Philadelphia, PA, USA
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Mark J Seamon
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Department of Surgery, Division of Traumatology, Surgical Critical Care and Emergency Surgery, University of Pennsylvania, Philadelphia, PA, USA
| | | | - Anna M Chang
- Department of Emergency Medicine, Jefferson University Hospitals, Philadelphia, PA, USA
| | - Claire Pearson
- Department of Emergency Medicine, Wayne State University, Ascension St. John Hospital, Detroit, MI, USA
| | - David A Peak
- Department of Emergency Medicine, Massachusetts General Hospital, Boston, MA, USA
| | - Robert M Domeier
- Department of Emergency Medicine, Saint Joseph Mercy Hospital, Ypsilanti, MI, USA
| | - Niels K Rathlev
- Department of Emergency Medicine, University of Massachusetts Medical School-Baystate, Springfield, MA, USA
| | - Brian J O'Neil
- Department of Emergency Medicine, Wayne State University, Detroit Receiving Hospital, Detroit, MI, USA
| | - Paulina Sergot
- Department of Emergency Medicine, McGovern Medical School, University of Texas Health, Houston, TX, USA
| | - Leon D Sanchez
- Department of Emergency Medicine, Brigham and Women's Hospital, Boston, MA, USA
- Department of Emergency Medicine, Harvard Medical School, Boston, MA, USA
| | - Mark W Miller
- National Center for PTSD, Behavioral Science Division, VA Boston Healthcare System, Boston, MA, USA
- Department of Psychiatry, Boston University School of Medicine, Boston, MA, USA
| | - Robert H Pietrzak
- National Center for PTSD, Clinical Neurosciences Division, VA Connecticut Healthcare System, West Haven, CT, USA
- Department of Psychiatry, Yale School of Medicine, New Haven, CT, USA
| | - Jutta Joormann
- Department of Psychology, Yale University, New Haven, CT, USA
| | - Deanna M Barch
- Department of Psychological & Brain Sciences, Washington University in St. Louis, St. Louis, MO, USA
| | - Diego A Pizzagalli
- Division of Depression and Anxiety, McLean Hospital, Belmont, MA, USA
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA
| | - John F Sheridan
- Division of Biosciences, Ohio State University College of Dentistry, Columbus, OH, USA
- Institute for Behavioral Medicine Research, OSU Wexner Medical Center, Columbus, OH, USA
| | - Steven E Harte
- Department of Anesthesiology, University of Michigan Medical School, Ann Arbor, MI, USA
- Department of Internal Medicine-Rheumatology, University of Michigan Medical School, Ann Arbor, MI, USA
| | - James M Elliott
- Kolling Institute, University of Sydney, St Leonards, New South Wales, Australia
- Faculty of Medicine and Health, University of Sydney, Northern Sydney Local Health District, New South Wales, Australia
- Physical Therapy & Human Movement Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Ronald C Kessler
- Department of Health Care Policy, Harvard Medical School, Boston, MA, USA
| | - Karestan C Koenen
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Harvard University, Boston, MA, USA
| | - Samuel A McLean
- Department of Emergency Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
- Institute for Trauma Recovery, Department of Psychiatry, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Lisa D Nickerson
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA
- McLean Imaging Center, McLean Hospital, Belmont, MA, USA
| | - Kerry J Ressler
- Division of Depression and Anxiety, McLean Hospital, Belmont, MA, USA
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA
| | - Jennifer S Stevens
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, GA, USA
| |
Collapse
|
64
|
Li H, Namburi P, Olson JM, Borio M, Lemieux ME, Beyeler A, Calhoon GG, Hitora-Imamura N, Coley AA, Libster A, Bal A, Jin X, Wang H, Jia C, Choudhury SR, Shi X, Felix-Ortiz AC, de la Fuente V, Barth VP, King HO, Izadmehr EM, Revanna JS, Batra K, Fischer KB, Keyes LR, Padilla-Coreano N, Siciliano CA, McCullough KM, Wichmann R, Ressler KJ, Fiete IR, Zhang F, Li Y, Tye KM. Neurotensin orchestrates valence assignment in the amygdala. Nature 2022; 608:586-592. [PMID: 35859170 PMCID: PMC9583860 DOI: 10.1038/s41586-022-04964-y] [Citation(s) in RCA: 27] [Impact Index Per Article: 13.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2018] [Accepted: 06/10/2022] [Indexed: 02/03/2023]
Abstract
The ability to associate temporally segregated information and assign positive or negative valence to environmental cues is paramount for survival. Studies have shown that different projections from the basolateral amygdala (BLA) are potentiated following reward or punishment learning1-7. However, we do not yet understand how valence-specific information is routed to the BLA neurons with the appropriate downstream projections, nor do we understand how to reconcile the sub-second timescales of synaptic plasticity8-11 with the longer timescales separating the predictive cues from their outcomes. Here we demonstrate that neurotensin (NT)-expressing neurons in the paraventricular nucleus of the thalamus (PVT) projecting to the BLA (PVT-BLA:NT) mediate valence assignment by exerting NT concentration-dependent modulation in BLA during associative learning. We found that optogenetic activation of the PVT-BLA:NT projection promotes reward learning, whereas PVT-BLA projection-specific knockout of the NT gene (Nts) augments punishment learning. Using genetically encoded calcium and NT sensors, we further revealed that both calcium dynamics within the PVT-BLA:NT projection and NT concentrations in the BLA are enhanced after reward learning and reduced after punishment learning. Finally, we showed that CRISPR-mediated knockout of the Nts gene in the PVT-BLA pathway blunts BLA neural dynamics and attenuates the preference for active behavioural strategies to reward and punishment predictive cues. In sum, we have identified NT as a neuropeptide that signals valence in the BLA, and showed that NT is a critical neuromodulator that orchestrates positive and negative valence assignment in amygdala neurons by extending valence-specific plasticity to behaviourally relevant timescales.
Collapse
Affiliation(s)
- Hao Li
- Salk Institute for Biological Studies, La Jolla, CA, USA
| | - Praneeth Namburi
- The Picower Institute for Learning and Memory, Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Jacob M Olson
- The Picower Institute for Learning and Memory, Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, MA, USA
- Neuroscience Program, Department of Psychology, Volen National Center for Complex Systems, Brandeis University, Waltham, MA, USA
| | - Matilde Borio
- Salk Institute for Biological Studies, La Jolla, CA, USA
- The Picower Institute for Learning and Memory, Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Mackenzie E Lemieux
- Salk Institute for Biological Studies, La Jolla, CA, USA
- The Picower Institute for Learning and Memory, Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Anna Beyeler
- The Picower Institute for Learning and Memory, Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, MA, USA
- University of Bordeaux, Neurocentre Magendie, INSERM 1215, Bordeaux, France
| | - Gwendolyn G Calhoon
- The Picower Institute for Learning and Memory, Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, MA, USA
- Neuroscience Program, Bates College, Lewiston, ME, USA
| | - Natsuko Hitora-Imamura
- The Picower Institute for Learning and Memory, Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, MA, USA
- Department of Pharmacology, Graduate School of Pharmaceutical Sciences, Hokkaido University, Sapporo, Japan
- Graduate School of Pharmaceutical Sciences, Kumamoto University, Kumamoto, Japan
| | - Austin A Coley
- Salk Institute for Biological Studies, La Jolla, CA, USA
| | - Avraham Libster
- Salk Institute for Biological Studies, La Jolla, CA, USA
- The Picower Institute for Learning and Memory, Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Aneesh Bal
- Salk Institute for Biological Studies, La Jolla, CA, USA
- Behavioral Neuroscience, Department of Psychology, Michigan State University, East Lansing, MI, USA
| | - Xin Jin
- Society of Fellows, Harvard University, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Huan Wang
- State Key Laboratory of Membrane Biology, Peking University School of Life Sciences, Peking-Tsinghua Center for Life Science, IDG/McGovern Institute for Brain Research at PKU, Beijing, China
| | - Caroline Jia
- Salk Institute for Biological Studies, La Jolla, CA, USA
- Neuroscience Graduate Program, University of California San Diego, La Jolla, CA, USA
| | | | - Xi Shi
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
- McGovern Institute for Brain Research, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Ada C Felix-Ortiz
- The Picower Institute for Learning and Memory, Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Verónica de la Fuente
- The Picower Institute for Learning and Memory, Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, MA, USA
- Instituto de Fisiología, Biología Molecular y Neurociencias (IFIBYNE-UBA-CONICET), Facultad de Ciencias Exactas y Naturales, Universidad de Buenos Aires, Buenos Aires, Argentina
- Departamento de Fisiología, Biología Molecular y Celular, Facultad de Ciencias Exactas y Naturales, Universidad de Buenos Aires, Buenos Aires, Argentina
| | - Vanessa P Barth
- The Picower Institute for Learning and Memory, Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, MA, USA
- Department of Electrical and Computer Engineering, Technical University of Munich, Munich, Germany
| | - Hunter O King
- The Picower Institute for Learning and Memory, Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, MA, USA
- Whitehead Institute, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Ehsan M Izadmehr
- The Picower Institute for Learning and Memory, Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Jasmin S Revanna
- Salk Institute for Biological Studies, La Jolla, CA, USA
- Biological Sciences Graduate Program, University of California San Diego, La Jolla, CA, USA
| | - Kanha Batra
- Salk Institute for Biological Studies, La Jolla, CA, USA
- Department of Electrical and Computer Engineering, University of California San Diego, La Jolla, CA, USA
| | - Kyle B Fischer
- Salk Institute for Biological Studies, La Jolla, CA, USA
| | - Laurel R Keyes
- Salk Institute for Biological Studies, La Jolla, CA, USA
| | | | - Cody A Siciliano
- The Picower Institute for Learning and Memory, Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, MA, USA
- Vanderbilt Center for Addiction Research, Department of Pharmacology, Vanderbilt University, Nashville, TN, USA
| | - Kenneth M McCullough
- Division of Depression and Anxiety Disorders, McLean Hospital, Belmont, MA, USA
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA
| | - Romy Wichmann
- Salk Institute for Biological Studies, La Jolla, CA, USA
- The Picower Institute for Learning and Memory, Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Kerry J Ressler
- Division of Depression and Anxiety Disorders, McLean Hospital, Belmont, MA, USA
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA
| | - Ila R Fiete
- McGovern Institute for Brain Research, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Feng Zhang
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
- McGovern Institute for Brain Research, Massachusetts Institute of Technology, Cambridge, MA, USA
- Stanley Center for Psychiatric Research, Cambridge, MA, USA
| | - Yulong Li
- State Key Laboratory of Membrane Biology, Peking University School of Life Sciences, Peking-Tsinghua Center for Life Science, IDG/McGovern Institute for Brain Research at PKU, Beijing, China
| | - Kay M Tye
- Salk Institute for Biological Studies, La Jolla, CA, USA.
- The Picower Institute for Learning and Memory, Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, MA, USA.
- Systems Neuroscience Laboratory and Howard Hughes Medical Institute, Salk Institute for Biological Studies, La Jolla, CA, USA.
| |
Collapse
|
65
|
Velasco ER, Florido A, Flores Á, Senabre E, Gomez-Gomez A, Torres A, Roca A, Norrholm S, Newman EL, Das P, Ross RA, Lori A, Pozo OJ, Ressler KJ, Garcia-Esteve LL, Jovanovic T, Andero R. PACAP-PAC1R modulates fear extinction via the ventromedial hypothalamus. Nat Commun 2022; 13:4374. [PMID: 35902577 PMCID: PMC9334354 DOI: 10.1038/s41467-022-31442-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2021] [Accepted: 06/16/2022] [Indexed: 12/14/2022] Open
Abstract
Exposure to traumatic stress can lead to fear dysregulation, which has been associated with posttraumatic stress disorder (PTSD). Previous work showed that a polymorphism in the PACAP-PAC1R (pituitary adenylate cyclase-activating polypeptide) system is associated with PTSD risk in women, and PACAP (ADCYAP1)-PAC1R (ADCYAP1R1) are highly expressed in the hypothalamus. Here, we show that female mice subjected to acute stress immobilization (IMO) have fear extinction impairments related to Adcyap1 and Adcyap1r1 mRNA upregulation in the hypothalamus, PACAP-c-Fos downregulation in the Medial Amygdala (MeA), and PACAP-FosB/ΔFosB upregulation in the Ventromedial Hypothalamus dorsomedial part (VMHdm). DREADD-mediated inhibition of MeA neurons projecting to the VMHdm during IMO rescues both PACAP upregulation in VMHdm and the fear extinction impairment. We also found that women with the risk genotype of ADCYAP1R1 rs2267735 polymorphism have impaired fear extinction.
Collapse
Affiliation(s)
- E R Velasco
- Institut de Neurociències, Universitat Autònoma de Barcelona, Cerdanyola del Vallès, Barcelona, Spain
| | - A Florido
- Institut de Neurociències, Universitat Autònoma de Barcelona, Cerdanyola del Vallès, Barcelona, Spain
- Departament de Psicobiologia i de Metodologia de les Ciències de la Salut, Universitat Autònoma de Barcelona, Cerdanyola del Vallès, Barcelona, Spain
| | - Á Flores
- Institut de Neurociències, Universitat Autònoma de Barcelona, Cerdanyola del Vallès, Barcelona, Spain
- Departament de Biologia Cel·lular, Fisiologia i Immunologia, Universitat Autònoma de Barcelona, Cerdanyola del Vallès, Barcelona, Spain
| | - E Senabre
- Laboratory of Neuropharmacology-NeuroPhar, Department of Experimental and Health Sciences, University Pompeu Fabra, Barcelona, Spain
| | - A Gomez-Gomez
- Integrative Pharmacology and Systems Neuroscience Research Group, Neurosciences Research Program, IMIM (Hospital del Mar Medical Research Institute), Barcelona, Spain
| | - A Torres
- Perinatal Mental health Unit, Department of Psychiatry and Clinical Psychology, Institute of Neuroscience, Hospital Clínic, IDIBAPS, Barcelona, Spain
- Programme for the Prevention and Treatment of Psychic Effects in Sexually Assaulted Women. Hospital Clínic de Barcelona, Barcelona, Spain
| | - A Roca
- Perinatal Mental health Unit, Department of Psychiatry and Clinical Psychology, Institute of Neuroscience, Hospital Clínic, IDIBAPS, Barcelona, Spain
| | - S Norrholm
- Department of Psychiatry and Behavioral Neuroscience, Wayne State University, Detroit, MI, USA
| | - E L Newman
- McLean Hospital, Department of Psychiatry, Harvard Medical School, Belmont, MA, USA
| | - P Das
- Department of Neuroscience, Albert Einstein College of Medicine, Psychiatry Research Institute of Montefiore and Einstein, New York, NY, USA
| | - R A Ross
- Department of Neuroscience, Albert Einstein College of Medicine, Psychiatry Research Institute of Montefiore and Einstein, New York, NY, USA
| | - A Lori
- Department of Psychiatry & Behavioral Sciences, Emory University, Atlanta, GA, USA
- American Cancer Society, Inc., Atlanta, GA, USA
| | - O J Pozo
- Integrative Pharmacology and Systems Neuroscience Research Group, Neurosciences Research Program, IMIM (Hospital del Mar Medical Research Institute), Barcelona, Spain
| | - K J Ressler
- McLean Hospital, Department of Psychiatry, Harvard Medical School, Belmont, MA, USA
| | - L L Garcia-Esteve
- Perinatal Mental health Unit, Department of Psychiatry and Clinical Psychology, Institute of Neuroscience, Hospital Clínic, IDIBAPS, Barcelona, Spain
- Programme for the Prevention and Treatment of Psychic Effects in Sexually Assaulted Women. Hospital Clínic de Barcelona, Barcelona, Spain
| | - T Jovanovic
- Department of Psychiatry and Behavioral Neuroscience, Wayne State University, Detroit, MI, USA
| | - R Andero
- Departament de Psicobiologia i de Metodologia de les Ciències de la Salut, Universitat Autònoma de Barcelona, Cerdanyola del Vallès, Barcelona, Spain.
- Centro de Investigación Biomédica En Red en Salud Mental (CIBERSAM), Instituto de Salud Carlos III, Madrid, Spain.
- Unitat de Neurociència Traslacional, Parc Taulí Hospital Universitari, Institut d'Investigació i Innovació Parc Taulí (I3PT), Institut de Neurociències, Universitat Autònoma de Barcelona, Cerdanyola del Vallès, Spain.
- ICREA, Barcelona, Spain.
| |
Collapse
|
66
|
Wingo TS, Gerasimov ES, Liu Y, Duong DM, Vattathil SM, Lori A, Gockley J, Breen MS, Maihofer AX, Nievergelt CM, Koenen KC, Levey DF, Gelernter J, Stein MB, Ressler KJ, Bennett DA, Levey AI, Seyfried NT, Wingo AP. Integrating human brain proteomes with genome-wide association data implicates novel proteins in post-traumatic stress disorder. Mol Psychiatry 2022; 27:3075-3084. [PMID: 35449297 PMCID: PMC9233006 DOI: 10.1038/s41380-022-01544-4] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/24/2021] [Revised: 03/08/2022] [Accepted: 03/21/2022] [Indexed: 12/30/2022]
Abstract
Genome-wide association studies (GWAS) have identified several risk loci for post-traumatic stress disorder (PTSD); however, how they confer PTSD risk remains unclear. We aimed to identify genes that confer PTSD risk through their effects on brain protein abundance to provide new insights into PTSD pathogenesis. To that end, we integrated human brain proteomes with PTSD GWAS results to perform a proteome-wide association study (PWAS) of PTSD, followed by Mendelian randomization, using a discovery and confirmatory study design. Brain proteomes (N = 525) were profiled from the dorsolateral prefrontal cortex using mass spectrometry. The Million Veteran Program (MVP) PTSD GWAS (n = 186,689) was used for the discovery PWAS, and the Psychiatric Genomics Consortium PTSD GWAS (n = 174,659) was used for the confirmatory PWAS. To understand whether genes identified at the protein-level were also evident at the transcript-level, we performed a transcriptome-wide association study (TWAS) using human brain transcriptomes (N = 888) and the MVP PTSD GWAS results. We identified 11 genes that contribute to PTSD pathogenesis via their respective cis-regulated brain protein abundance. Seven of 11 genes (64%) replicated in the confirmatory PWAS and 4 of 11 also had their cis-regulated brain mRNA levels associated with PTSD. High confidence level was assigned to 9 of 11 genes after considering evidence from the confirmatory PWAS and TWAS. Most of the identified genes are expressed in other PTSD-relevant brain regions and several are preferentially expressed in excitatory neurons, astrocytes, and oligodendrocyte precursor cells. These genes are novel, promising targets for mechanistic and therapeutic studies to find new treatments for PTSD.
Collapse
Affiliation(s)
- Thomas S Wingo
- Department of Neurology, Emory University School of Medicine, Atlanta, GA, USA
- Department of Human Genetics, Emory University School of Medicine, Atlanta, GA, USA
| | | | - Yue Liu
- Department of Neurology, Emory University School of Medicine, Atlanta, GA, USA
| | - Duc M Duong
- Department of Biochemistry, Emory University School of Medicine, Atlanta, GA, USA
| | - Selina M Vattathil
- Department of Neurology, Emory University School of Medicine, Atlanta, GA, USA
| | - Adriana Lori
- Department of Psychiatry, Emory University School of Medicine, Atlanta, GA, USA
| | | | - Michael S Breen
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Genetic and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Seaver Autism Center for Research and Treatment, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Adam X Maihofer
- Department of Psychiatry, University of California San Diego, La Jolla, CA, USA
- Veterans Affairs San Diego Health Care System, Center of Excellence for Stress and Mental Health, San Diego, CA, USA
| | - Caroline M Nievergelt
- Department of Psychiatry, University of California San Diego, La Jolla, CA, USA
- Veterans Affairs San Diego Health Care System, Center of Excellence for Stress and Mental Health, San Diego, CA, USA
| | - Karestan C Koenen
- Department of Epidemiology, Harvard School of Public Health, Boston, MA, USA
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Psychiatric Neurodevelopmental Genetics Unit, Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
| | - Daniel F Levey
- Department of Psychiatry Yale, University School of Medicine, New Haven, CT, USA
| | - Joel Gelernter
- Department of Psychiatry Yale, University School of Medicine, New Haven, CT, USA
- Veterans Affairs Connecticut Health Center System, New Haven, CT, USA
| | - Murray B Stein
- Department of Psychiatry, University of California San Diego, La Jolla, CA, USA
- School of Public Health, University of California San Diego, La Jolla, CA, USA
| | | | - David A Bennett
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, IL, USA
| | - Allan I Levey
- Department of Neurology, Emory University School of Medicine, Atlanta, GA, USA
| | - Nicholas T Seyfried
- Department of Biochemistry, Emory University School of Medicine, Atlanta, GA, USA
| | - Aliza P Wingo
- Department of Psychiatry, Emory University School of Medicine, Atlanta, GA, USA.
- Veterans Affairs Atlanta Health Care System, Decatur, GA, USA.
| |
Collapse
|
67
|
Sterina E, Michopoulos V, Linnstaedt SD, Neylan TC, Clifford GD, Ethun KF, Lori A, Wingo AP, Rothbaum BO, Ressler KJ, Stevens JS. Time of trauma prospectively affects PTSD symptom severity: The impact of circadian rhythms and cortisol. Psychoneuroendocrinology 2022; 141:105729. [PMID: 35413575 PMCID: PMC9250148 DOI: 10.1016/j.psyneuen.2022.105729] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/13/2021] [Revised: 03/13/2022] [Accepted: 03/13/2022] [Indexed: 11/26/2022]
Abstract
A key feature of posttraumatic stress disorder (PTSD) is a disruption of hypothalamic-pituitary-adrenal (HPA) axis feedback sensitivity and cortisol levels. Despite known diurnal rhythmicity of cortisol, there has been little exploration of the circadian timing of the index trauma and consequent cortisol release. Stress-related glucocorticoid pulses have been shown to shift clocks in peripheral organs but not the suprachiasmatic nucleus, uncoupling the central and peripheral clocks. A sample of 425 participants was recruited in the Emergency Department following a DSM-IV-TR Criterion A trauma. The Zeitgeber time of the trauma was indexed in minutes since sunrise, which was hypothesized to covary with circadian blood cortisol levels (high around sunrise and decreasing over the day). Blood samples were collected M(SD)= 4.0(4.0) hours post-trauma. PTSD symptoms six months post-trauma were found to be negatively correlated with trauma time since sunrise (r(233) = -0.15, p = 0.02). The effect remained when adjusting for sex, age, race, clinician-rated severity, education, pre-trauma PTSD symptoms, and time of the blood draw (β = -0.21, p = 0.00057). Cortisol levels did not correlate with blood draw time, consistent with a masking effect of the acute stress response obscuring the underlying circadian rhythm. Interactions between trauma time and expression of NPAS2 (punadjusted=0.042) and TIMELESS (punadjusted=0.029) predicted six-month PTSD symptoms. The interaction of trauma time and cortisol concentration was significantly correlated with the expression of PER1 (padjusted=0.029). The differential effect of time of day on future symptom severity suggests a role of circadian effects in PTSD development, potentially through peripheral clock disruption.
Collapse
Affiliation(s)
- Evelina Sterina
- Emory University School of Medicine, 100 Woodruff Circle, Suite 231, Atlanta, GA 30329, USA.
| | - Vasiliki Michopoulos
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, GA, USA.,Yerkes National Primate Research Center, Atlanta, GA, USA
| | - Sarah D Linnstaedt
- Department of Anesthesiology, Institute of Trauma Recovery, UNC School of Medicine, Chapel Hill, NC, USA
| | - Thomas C Neylan
- Departments of Psychiatry and Neurology, University of California San Francisco, San Francisco, CA, USA
| | - Gari D Clifford
- Department of Biomedical Informatics, Emory University School of Medicine, Atlanta, GA, USA.,Department of Biomedical Engineering, Georgia Institute of Technology and Emory University School of Medicine, Atlanta, GA, USA
| | - Kelly F Ethun
- Yerkes National Primate Research Center, Atlanta, GA, USA.,Department of Pathology and Laboratory Medicine, Emory University School of Medicine, Atlanta, Georgia
| | - Adriana Lori
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, GA, USA
| | - Aliza P Wingo
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, GA, USA.,Veterans Affairs Atlanta Health Care System, Decatur, GA USA
| | - Barbara O Rothbaum
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, GA, USA
| | | | - Jennifer S Stevens
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, GA, USA
| |
Collapse
|
68
|
Copersino ML, Long MP, Bolton P, Ressler KJ, Seiner SJ, Yip AG. First Acute-Course Electroconvulsive Therapy for Moderate-to-Severe Depression Benefits Patients With or Without Accompanying Baseline Cognitive Impairment. J ECT 2022; 38:74-80. [PMID: 34966040 DOI: 10.1097/yct.0000000000000819] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
BACKGROUND Researchers are increasingly investigating therapeutic response associated with new patient subgroups as a way to improve electroconvulsive therapy (ECT) treatment outcomes and reduce adverse events. This study is the first to examine baseline cognitive impairment status as a predictor of clinical outcome in first acute-course ECT patients. METHODS Baseline cognitive function at various thresholds and serial depressive symptom severity data from first-time ECT patients were examined using generalized linear mixed-effects models. RESULTS Of 1345 patients who met the inclusion criteria, 617 had available data at their third assessment visit (~15th treatment visit). There was a robust improvement in depression symptoms over time (P < 0.0001), and cognitive function was not associated with baseline levels of depressive symptoms or serially measured change in self-reported symptom severity during acute-phase ECT. CONCLUSIONS These results indicate that an acute course of ECT for the treatment of moderate-to-severe depression benefits patients with or without accompanying baseline cognitive impairment. These findings may be useful in informing shared decision-making discussions about ECT risks and expected benefits.
Collapse
|
69
|
Ressler KJ, Berretta S, Bolshakov VY, Rosso IM, Meloni EG, Rauch SL, Carlezon WA. Post-traumatic stress disorder: clinical and translational neuroscience from cells to circuits. Nat Rev Neurol 2022; 18:273-288. [PMID: 35352034 PMCID: PMC9682920 DOI: 10.1038/s41582-022-00635-8] [Citation(s) in RCA: 90] [Impact Index Per Article: 45.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/18/2022] [Indexed: 01/16/2023]
Abstract
Post-traumatic stress disorder (PTSD) is a maladaptive and debilitating psychiatric disorder, characterized by re-experiencing, avoidance, negative emotions and thoughts, and hyperarousal in the months and years following exposure to severe trauma. PTSD has a prevalence of approximately 6-8% in the general population, although this can increase to 25% among groups who have experienced severe psychological trauma, such as combat veterans, refugees and victims of assault. The risk of developing PTSD in the aftermath of severe trauma is determined by multiple factors, including genetics - at least 30-40% of the risk of PTSD is heritable - and past history, for example, prior adult and childhood trauma. Many of the primary symptoms of PTSD, including hyperarousal and sleep dysregulation, are increasingly understood through translational neuroscience. In addition, a large amount of evidence suggests that PTSD can be viewed, at least in part, as a disorder that involves dysregulation of normal fear processes. The neural circuitry underlying fear and threat-related behaviour and learning in mammals, including the amygdala-hippocampus-medial prefrontal cortex circuit, is among the most well-understood in behavioural neuroscience. Furthermore, the study of threat-responding and its underlying circuitry has led to rapid progress in understanding learning and memory processes. By combining molecular-genetic approaches with a translational, mechanistic knowledge of fear circuitry, transformational advances in the conceptual framework, diagnosis and treatment of PTSD are possible. In this Review, we describe the clinical features and current treatments for PTSD, examine the neurobiology of symptom domains, highlight genomic advances and discuss translational approaches to understanding mechanisms and identifying new treatments and interventions for this devastating syndrome.
Collapse
Affiliation(s)
- Kerry J Ressler
- SPARED Center, Department of Psychiatry, McLean Hospital, Harvard Medical School, Boston, MA, USA.
| | - Sabina Berretta
- SPARED Center, Department of Psychiatry, McLean Hospital, Harvard Medical School, Boston, MA, USA
| | - Vadim Y Bolshakov
- SPARED Center, Department of Psychiatry, McLean Hospital, Harvard Medical School, Boston, MA, USA
| | - Isabelle M Rosso
- SPARED Center, Department of Psychiatry, McLean Hospital, Harvard Medical School, Boston, MA, USA
| | - Edward G Meloni
- SPARED Center, Department of Psychiatry, McLean Hospital, Harvard Medical School, Boston, MA, USA
| | - Scott L Rauch
- SPARED Center, Department of Psychiatry, McLean Hospital, Harvard Medical School, Boston, MA, USA
| | - William A Carlezon
- SPARED Center, Department of Psychiatry, McLean Hospital, Harvard Medical School, Boston, MA, USA
| |
Collapse
|
70
|
Maihofer AX, Choi KW, Coleman JR, Daskalakis NP, Denckla CA, Ketema E, Morey RA, Polimanti R, Ratanatharathorn A, Torres K, Wingo AP, Zai CC, Aiello AE, Almli LM, Amstadter AB, Andersen SB, Andreassen OA, Arbisi PA, Ashley-Koch AE, Austin SB, Avdibegović E, Borglum AD, Babić D, Bækvad-Hansen M, Baker DG, Beckham JC, Bierut LJ, Bisson JI, Boks MP, Bolger EA, Bradley B, Brashear M, Breen G, Bryant RA, Bustamante AC, Bybjerg-Grauholm J, Calabrese JR, Caldas-de-Almeida JM, Chen CY, Dale AM, Dalvie S, Deckert J, Delahanty DL, Dennis MF, Disner SG, Domschke K, Duncan LE, Kulenović AD, Erbes CR, Evans A, Farrer LA, Feeny NC, Flory JD, Forbes D, Franz CE, Galea S, Garrett ME, Gautam A, Gelaye B, Gelernter J, Geuze E, Gillespie CF, Goçi A, Gordon SD, Guffanti G, Hammamieh R, Hauser MA, Heath AC, Hemmings SM, Hougaard DM, Jakovljević M, Jett M, Johnson EO, Jones I, Jovanovic T, Qin XJ, Karstoft KI, Kaufman ML, Kessler RC, Khan A, Kimbrel NA, King AP, Koen N, Kranzler HR, Kremen WS, Lawford BR, Lebois LA, Lewis C, Liberzon I, Linnstaedt SD, Logue MW, Lori A, Lugonja B, Luykx JJ, Lyons MJ, Maples-Keller JL, Marmar C, Martin NG, Maurer D, Mavissakalian MR, McFarlane A, McGlinchey RE, McLaughlin KA, McLean SA, Mehta D, Mellor R, Michopoulos V, Milberg W, Miller MW, Morris CP, Mors O, Mortensen PB, Nelson EC, Nordentoft M, Norman SB, O’Donnell M, Orcutt HK, Panizzon MS, Peters ES, Peterson AL, Peverill M, Pietrzak RH, Polusny MA, Rice JP, Risbrough VB, Roberts AL, Rothbaum AO, Rothbaum BO, Roy-Byrne P, Ruggiero KJ, Rung A, Rutten BP, Saccone NL, Sanchez SE, Schijven D, Seedat S, Seligowski AV, Seng JS, Sheerin CM, Silove D, Smith AK, Smoller JW, Sponheim SR, Stein DJ, Stevens JS, Teicher MH, Thompson WK, Trapido E, Uddin M, Ursano RJ, van den Heuvel LL, Van Hooff M, Vermetten E, Vinkers C, Voisey J, Wang Y, Wang Z, Werge T, Williams MA, Williamson DE, Winternitz S, Wolf C, Wolf EJ, Yehuda R, Young KA, Young RM, Zhao H, Zoellner LA, Haas M, Lasseter H, Provost AC, Salem RM, Sebat J, Shaffer RA, Wu T, Ripke S, Daly MJ, Ressler KJ, Koenen KC, Stein MB, Nievergelt CM. Enhancing Discovery of Genetic Variants for Posttraumatic Stress Disorder Through Integration of Quantitative Phenotypes and Trauma Exposure Information. Biol Psychiatry 2022; 91:626-636. [PMID: 34865855 PMCID: PMC8917986 DOI: 10.1016/j.biopsych.2021.09.020] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/28/2021] [Revised: 08/25/2021] [Accepted: 09/21/2021] [Indexed: 01/12/2023]
Abstract
BACKGROUND Posttraumatic stress disorder (PTSD) is heritable and a potential consequence of exposure to traumatic stress. Evidence suggests that a quantitative approach to PTSD phenotype measurement and incorporation of lifetime trauma exposure (LTE) information could enhance the discovery power of PTSD genome-wide association studies (GWASs). METHODS A GWAS on PTSD symptoms was performed in 51 cohorts followed by a fixed-effects meta-analysis (N = 182,199 European ancestry participants). A GWAS of LTE burden was performed in the UK Biobank cohort (N = 132,988). Genetic correlations were evaluated with linkage disequilibrium score regression. Multivariate analysis was performed using Multi-Trait Analysis of GWAS. Functional mapping and annotation of leading loci was performed with FUMA. Replication was evaluated using the Million Veteran Program GWAS of PTSD total symptoms. RESULTS GWASs of PTSD symptoms and LTE burden identified 5 and 6 independent genome-wide significant loci, respectively. There was a 72% genetic correlation between PTSD and LTE. PTSD and LTE showed largely similar patterns of genetic correlation with other traits, albeit with some distinctions. Adjusting PTSD for LTE reduced PTSD heritability by 31%. Multivariate analysis of PTSD and LTE increased the effective sample size of the PTSD GWAS by 20% and identified 4 additional loci. Four of these 9 PTSD loci were independently replicated in the Million Veteran Program. CONCLUSIONS Through using a quantitative trait measure of PTSD, we identified novel risk loci not previously identified using prior case-control analyses. PTSD and LTE have a high genetic overlap that can be leveraged to increase discovery power through multivariate methods.
Collapse
|
71
|
Germine LT, Joormann J, Passell E, Rutter LA, Scheuer L, Martini P, Hwang I, Lee S, Sampson N, Barch DM, House SL, Beaudoin FL, An X, Stevens JS, Zeng D, Linnstaedt SD, Jovanovic T, Clifford GD, Neylan TC, Rauch SL, Lewandowski C, Hendry PL, Sheikh S, Storrow AB, Musey PI, Jones CW, Punches BE, McGrath ME, Pascual JL, Mohiuddin K, Pearson C, Peak DA, Domeier RM, Bruce SE, Rathlev NK, Sanchez LD, Pietrzak RH, Pizzagalli DA, Harte SE, Elliott JM, Koenen KC, Ressler KJ, McLean SA, Kessler RC. Neurocognition after motor vehicle collision and adverse post-traumatic neuropsychiatric sequelae within 8 weeks: Initial findings from the AURORA study. J Affect Disord 2022; 298:57-67. [PMID: 34800569 PMCID: PMC10878171 DOI: 10.1016/j.jad.2021.10.104] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/11/2021] [Revised: 09/14/2021] [Accepted: 10/23/2021] [Indexed: 12/26/2022]
Abstract
BACKGROUND Previous work has indicated that differences in neurocognitive functioning may predict the development of adverse post-traumatic neuropsychiatric sequelae (APNS). Such differences may be vulnerability factors or simply correlates of APNS-related symptoms. Longitudinal studies that measure neurocognitive functioning at the time of trauma are needed to determine whether such differences precede the development of APNS. METHODS Here, we present findings from a subsample of 666 ambulatory patients from the AURORA (Advancing Understanding of RecOvery afteR trumA) study. All patients presented to EDs after a motor vehicle collision (MVC). We examined associations of neurocognitive test performance shortly after MVC with peritraumatic symptoms in the ED and APNS (depression, post-traumatic stress, post-concussive symptoms, and pain) 2 weeks and 8 weeks later. Neurocognitive tests assessed processing speed, attention, verbal reasoning, memory, and social perception. RESULTS Distress in the ED was associated with poorer processing speed and short-term memory. Poorer short-term memory was also associated with depression at 2 weeks post-MVC, even after controlling for peritraumatic distress. Finally, higher vocabulary scores were associated with pain 2 weeks post-MVC. LIMITATIONS Self-selection biases among those who present to the ED and enroll in the study limit generalizability. Also, it is not clear whether observed neurocognitive differences predate MVC exposure or arise in the immediate aftermath of MVC exposure. CONCLUSIONS Our results suggest that processing speed and short-term memory may be useful predictors of trauma-related characteristics and the development of some APNS, making such measures clinically-relevant for identifying at-risk individuals.
Collapse
Affiliation(s)
- Laura T Germine
- Institute for Technology in Psychiatry, McLean Hospital, 1010 Pleasant Street, Belmont, MA 02478, USA; Department of Psychiatry, Harvard Medical School, Boston, MA, USA; The Many Brains Project, Belmont, MA, USA.
| | - Jutta Joormann
- Department of Psychology, Yale University, New Haven, CT, USA
| | - Eliza Passell
- Institute for Technology in Psychiatry, McLean Hospital, 1010 Pleasant Street, Belmont, MA 02478, USA
| | - Lauren A Rutter
- Institute for Technology in Psychiatry, McLean Hospital, 1010 Pleasant Street, Belmont, MA 02478, USA; Department of Psychiatry, Harvard Medical School, Boston, MA, USA
| | - Luke Scheuer
- Institute for Technology in Psychiatry, McLean Hospital, 1010 Pleasant Street, Belmont, MA 02478, USA
| | | | - Irving Hwang
- Department of Health Care Policy, Harvard Medical School, Boston, MA, USA
| | - Sue Lee
- Department of Health Care Policy, Harvard Medical School, Boston, MA, USA
| | - Nancy Sampson
- Department of Health Care Policy, Harvard Medical School, Boston, MA, USA
| | - Deanna M Barch
- Department of Psychological and Brain Sciences, College of Arts and Sciences, Washington University in St. Louis, St. Louis, MO, USA
| | - Stacey L House
- Department of Emergency Medicine, Washington University School of Medicine, St. Louis, MO, USA
| | - Francesca L Beaudoin
- Department of Emergency Medicine and Health Services, Policy, and Practice, The Alpert Medical School of Brown University, USA; Department of Emergency Medicine, Rhode Island Hospital, Providence, RI, USA; Department of Emergency Medicine, The Miriam Hospital, Providence, RI, USA
| | - Xinming An
- Institute for Trauma Recovery, Department of Anesthesiology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Jennifer S Stevens
- Department of Psychiatry and Behavioral Sciences, School of Medicine, Emory University, Atlanta, GA, USA
| | - Donglin Zeng
- Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, NC, USA
| | - Sarah D Linnstaedt
- Institute for Trauma Recovery, Department of Anesthesiology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Tanja Jovanovic
- Department of Psychiatry and Behavioral Neurosciences, Wayne State University, Detroit, MI, USA
| | - Gari D Clifford
- Department of Biomedical Informatics, School of Medicine, Emory University, USA; Department of Biomedical Engineering, Georgia Institute of Technology, Atlanta, GA, USA
| | - Thomas C Neylan
- San Francisco VA Healthcare System, San Francisco, CA, USA; Departments of Psychiatry, University of California, San Francisco, CA, USA; Departments of Neurology, University of California, San Francisco, CA, USA
| | - Scott L Rauch
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA; McLean Hospital, Belmont, MA, USA
| | | | - Phyllis L Hendry
- Department of Emergency Medicine, University of Florida College of Medicine, Jacksonville, FL, USA
| | - Sophia Sheikh
- Department of Emergency Medicine, University of Florida College of Medicine, Jacksonville, FL, USA
| | - Alan B Storrow
- Department of Emergency Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Paul I Musey
- Department of Emergency Medicine, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Christopher W Jones
- Department of Emergency Medicine, Cooper Medical School of Rowan University, Camden, NJ, USA
| | - Brittney E Punches
- Department of Emergency Medicine, University of Cincinnati College of Medicine, University of Cincinnati College of Nursing, Cincinnati, OH, USA
| | - Meghan E McGrath
- Department of Emergency Medicine, Boston Medical Center, Boston, MA, USA
| | - Jose L Pascual
- Department of Surgery and Department of Neurosurgery, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
| | - Kamran Mohiuddin
- Dept. of Emergency Medicine/Internal Medicine, Einstein Medical Center, Philadelphia, PA, USA
| | - Claire Pearson
- Department of Emergency Medicine, Wayne State University, Ascension St. John Hospital, Detroit, MI, USA
| | - David A Peak
- Department of Emergency Medicine, Massachusetts General Hospital, Boston, MA, USA
| | - Robert M Domeier
- Department of Emergency Medicine, Saint Joseph Mercy Hospital, Ann Arbor, MI, USA
| | - Steven E Bruce
- Department of Psychological Sciences, University of Missouri - St. Louis, St. Louis, MO, USA
| | - Niels K Rathlev
- Department of Emergency Medicine, University of Massachusetts Medical School-Baystate, Springfield, MA, USA
| | - Leon D Sanchez
- Department of Emergency Medicine, Beth Israel Deaconess Medical Center, Boston, MA, USA; Department of Emergency Medicine, Harvard Medical School, Boston, MA, USA
| | - Robert H Pietrzak
- U.S. Department of Veterans Affairs National Center for Posttraumatic Stress Disorder, VA Connecticut Healthcare System, West Haven, CT, USA; Department of Psychiatry, Yale School of Medicine, New Haven, CT, USA
| | - Diego A Pizzagalli
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA; McLean Hospital, Belmont, MA, USA
| | - Steven E Harte
- Chronic Pain and Fatigue Research Center, Departments of Anesthesiology, University of Michigan Medical School, Ann Arbor, MI, USA; Internal Medicine-Rheumatology, University of Michigan Medical School, Ann Arbor, MI, USA
| | - James M Elliott
- The Kolling Institute of Medical Research, Northern Clinical School, University of Sydney, St Leonards, New South Wales, Australia; Faculty of Medicine and Health, University of Sydney, Camperdown, New South Wales, Australia; Physical Therapy & Human Movement Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Karesten C Koenen
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Kerry J Ressler
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA; Division of Depression and Anxiety Disorders, McLean hospital, Belmont, MA, USA
| | - Samuel A McLean
- Institute for Trauma Recovery, Department of Anesthesiology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA; Department of Emergency Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Ronald C Kessler
- Department of Health Care Policy, Harvard Medical School, Boston, MA, USA
| |
Collapse
|
72
|
Harnett NG, Stevens JS, Fani N, van Rooij SJH, Ely TD, Michopoulos V, Hudak L, Rothbaum AO, Hinrichs R, Winters SJ, Jovanovic T, Rothbaum BO, Nickerson LD, Ressler KJ. Acute Posttraumatic Symptoms Are Associated With Multimodal Neuroimaging Structural Covariance Patterns: A Possible Role for the Neural Substrates of Visual Processing in Posttraumatic Stress Disorder. Biol Psychiatry Cogn Neurosci Neuroimaging 2022; 7:129-138. [PMID: 33012681 PMCID: PMC7954466 DOI: 10.1016/j.bpsc.2020.07.019] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/18/2020] [Revised: 07/10/2020] [Accepted: 07/31/2020] [Indexed: 02/03/2023]
Abstract
BACKGROUND Although aspects of brain morphology have been associated with chronic posttraumatic stress disorder (PTSD), limited work has investigated multimodal patterns in brain morphology that are linked to acute posttraumatic stress severity. In the present study, we utilized multimodal magnetic resonance imaging to investigate if structural covariance networks (SCNs) assessed acutely following trauma were linked to acute posttraumatic stress severity. METHODS Structural magnetic resonance imaging data were collected around 1 month after civilian trauma exposure in 78 participants. Multimodal magnetic resonance imaging data fusion was completed to identify combinations of SCNs, termed structural covariance profiles (SCPs), related to acute posttraumatic stress severity collected at 1 month. Analyses assessed the relationship between participant SCP loadings, acute posttraumatic stress severity, the change in posttraumatic stress severity from 1 to 12 months, and depressive symptoms. RESULTS We identified an SCP that reflected greater gray matter properties of the anterior temporal lobe, fusiform face area, and visual cortex (i.e., the ventral visual stream) that varied curvilinearly with acute posttraumatic stress severity and the change in PTSD symptom severity from 1 to 12 months. The SCP was not associated with depressive symptoms. CONCLUSIONS We identified combinations of multimodal SCNs that are related to variability in PTSD symptoms in the early aftermath of trauma. The identified SCNs may reflect patterns of neuroanatomical organization that provide unique insight into acute posttraumatic stress. Furthermore, these multimodal SCNs may be potential candidates for neural markers of susceptibility to both acute posttraumatic stress and the future development of PTSD.
Collapse
Affiliation(s)
- Nathaniel G. Harnett
- Division of Depression and Anxiety, McLean Hospital,Department of Psychiatry, Harvard Medical School,Address correspondence to: Nathaniel G. Harnett, Ph.D., McLean Hospital, Mailstop 212, 115 Mill St, Belmont MA, 02478; Kerry J. Ressler, M.D., Ph.D
| | | | - Negar Fani
- Department of Psychiatry and Behavioral Sciences, Emory University
| | | | - Timothy D. Ely
- Department of Psychiatry and Behavioral Sciences, Emory University
| | | | - Lauren Hudak
- Department of Emergency Medicine, Emory University
| | - Alex O. Rothbaum
- Department of Psychological Sciences, Case Western Reserve University
| | - Rebecca Hinrichs
- Department of Psychiatry and Behavioral Sciences, Emory University
| | - Sterling J. Winters
- Department of Psychiatry and Behavioral Sciences, Emory University,Department of Psychiatry and Behavioral Neuroscience, Wayne State University
| | - Tanja Jovanovic
- Department of Psychiatry and Behavioral Sciences, Emory University,Department of Psychiatry and Behavioral Neuroscience, Wayne State University
| | | | - Lisa D. Nickerson
- Department of Psychiatry, Harvard Medical School,Applied Neuroimaging Statistics Laboratory, McLean Hospital
| | - Kerry J. Ressler
- Division of Depression and Anxiety, McLean Hospital,Department of Psychiatry, Harvard Medical School,Department of Psychiatry and Behavioral Sciences, Emory University,Address correspondence to: Nathaniel G. Harnett, Ph.D., McLean Hospital, Mailstop 212, 115 Mill St, Belmont MA, 02478; Kerry J. Ressler, M.D., Ph.D
| |
Collapse
|
73
|
Fani N, Harnett NG, Bradley B, Mekawi Y, Powers A, Stevens JS, Ressler KJ, Carter SE. Racial Discrimination and White Matter Microstructure in Trauma-Exposed Black Women. Biol Psychiatry 2022; 91:254-261. [PMID: 34776124 PMCID: PMC8714668 DOI: 10.1016/j.biopsych.2021.08.011] [Citation(s) in RCA: 21] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/28/2021] [Revised: 07/26/2021] [Accepted: 08/16/2021] [Indexed: 02/03/2023]
Abstract
BACKGROUND Experiences of racial discrimination are linked to a range of negative brain health outcomes, but little is known about how these experiences impact neural architecture, including white matter microstructure, which may partially mediate these outcomes. Our goal was to examine associations between racially discriminatory experiences and white matter structural integrity in a sample of Black American women. METHODS We recruited 116 Black American women as part of a long-standing study of trauma. Participants completed assessments of racial discrimination, trauma exposure, and posttraumatic stress disorder and underwent diffusion tensor imaging. Fractional anisotropy and mean diffusivity values were extracted from major white matter tracts throughout the brain. RESULTS Experiences of racial discrimination were associated with significantly lower fractional anisotropy in multiple white matter tracts, including the corpus callosum, cingulum, and superior longitudinal fasciculus (ps < .004), even after accounting for variance associated with trauma, posttraumatic stress disorder, and demographic- and scanner-related factors. CONCLUSIONS These findings suggest that experiences of racial discrimination are independently related to decrements in white matter microarchitecture throughout the brain. In individuals who have experienced other types of adversity, racial discrimination clearly has additive and distinctive deleterious effects on white matter structure. Our findings suggest a pathway through which racial discrimination can contribute to brain health disparities in Black Americans; the deleterious contributions of racial discrimination on the microstructure of major white matter pathways may increase vulnerability for the development of neurodegenerative disorders as well as the development of mental health problems.
Collapse
Affiliation(s)
- Negar Fani
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, Georgia.
| | - Nathaniel G Harnett
- Division of Depression and Anxiety, McLean Hospital, Belmont, Massachusetts; Department of Psychiatry, Harvard Medical School, Boston, Massachusetts
| | - Bekh Bradley
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, Georgia; Atlanta VA Medical Center, Decatur, Georgia
| | - Yara Mekawi
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, Georgia
| | - Abigail Powers
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, Georgia
| | - Jennifer S Stevens
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, Georgia
| | - Kerry J Ressler
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, Georgia; Division of Depression and Anxiety, McLean Hospital, Belmont, Massachusetts; Department of Psychiatry, Harvard Medical School, Boston, Massachusetts
| | - Sierra E Carter
- Department of Psychology, Georgia State University, Atlanta, Georgia
| |
Collapse
|
74
|
Powers A, Hinojosa CA, Stevens JS, Harvey B, Pas P, Rothbaum BO, Ressler KJ, Jovanovic T, van Rooij SJH. Right inferior frontal gyrus and ventromedial prefrontal activation during response inhibition is implicated in the development of PTSD symptoms. Eur J Psychotraumatol 2022; 13:2059993. [PMID: 35432781 PMCID: PMC9009908 DOI: 10.1080/20008198.2022.2059993] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Background Inhibition is a critical executive control process and an established neurobiological phenotype of PTSD, yet to our knowledge, no prospective studies have examined this using a contextual cue task that enables measurement of behavioural response and neural activation patterns across proactive and reactive inhibition. Objective The current longitudinal study utilised functional magnetic resonance imaging (fMRI) to examine whether deficits in proactive and reactive inhibition predicted PTSD symptoms six months after trauma. Method Twenty-three (65% males) medical patients receiving emergency medical care from a level 1 trauma centre were enrolled in the study and invited for an MRI scan 1-2-months post-trauma. PTSD symptoms were measured using self-report at scan and 6-months post-trauma. A stop-signal anticipation task (SSAT) during an fMRI scan was used to test whether impaired behavioural proactive and reactive inhibition, and reduced activation in right inferior frontal gyrus (rIFG), ventromedial prefrontal cortex (vmPFC), and bilateral hippocampus, were related to PTSD symptoms. We predicted that lower activation levels of vmPFC and rIFG during reactive inhibition and lower activation of hippocampus and rIFG during proactive inhibition would relate to higher 6-month PTSD symptoms. Results No significant associations were found between behavioural measures and 6-month PTSD. Separate linear regression analyses showed that reduced rIFG activation (F1,21 = 9.97, R2 = .32, p = .005) and reduced vmPFC activation (F1,21 = 5.19, R2 = .20, p = .03) significantly predicted greater 6-month PTSD symptoms; this result held for rIFG activation controlling for demographic variables and baseline PTSD symptoms (β = -.45, p = .04) and Bonferroni correction. Conclusion Our findings suggest that impaired rIFG and, to a lesser extent, vmPFC activation during response inhibition may predict the development of PTSD symptoms following acute trauma exposure. Given the small sample size, future replication studies are needed. HIGHLIGHTS Impaired inhibition may be an important risk factor for the development of PTSD following trauma, with less right inferior frontal gyrus and ventromedial prefrontal cortex activation during response inhibition predicting PTSD development.
Collapse
Affiliation(s)
- Abigail Powers
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, 69 Jesse Hill Jr Drive, Atlanta, GA, USA
| | - Cecilia A Hinojosa
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, 69 Jesse Hill Jr Drive, Atlanta, GA, USA
| | - Jennifer S Stevens
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, 69 Jesse Hill Jr Drive, Atlanta, GA, USA
| | - Brandon Harvey
- Department of Neurology, Emory University School of Medicine, Atlanta, GA, USA
| | - Pascal Pas
- Experimental Psychology, Utrecht University, Utrecht, the Netherlands
| | - Barbara O Rothbaum
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, 69 Jesse Hill Jr Drive, Atlanta, GA, USA
| | - Kerry J Ressler
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, 69 Jesse Hill Jr Drive, Atlanta, GA, USA.,Department of Psychiatry, Harvard Medical School, Boston, MA, USA
| | - Tanja Jovanovic
- Department of Psychiatry and Behavioral Neurosciences, Wayne State University, Detroit, MI, USA
| | - Sanne J H van Rooij
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, 69 Jesse Hill Jr Drive, Atlanta, GA, USA
| |
Collapse
|
75
|
Dumornay NM, Finegold KE, Chablani A, Elkins L, Krouch S, Baldwin M, Youn SJ, Marques L, Ressler KJ, Moreland-Capuia A. Improved emotion regulation following a trauma-informed CBT-based intervention associates with reduced risk for recidivism in justice-involved emerging adults. Front Psychiatry 2022; 13:951429. [PMID: 36276328 PMCID: PMC9579430 DOI: 10.3389/fpsyt.2022.951429] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/24/2022] [Accepted: 09/16/2022] [Indexed: 11/13/2022] Open
Abstract
OBJECTIVE Male youth who have been involved in the juvenile legal system have disproportionate rates of trauma and violence exposure. Many justice-involved youth have untreated mental illness, with an estimated 66% of young men who are incarcerated meeting criteria for at least one mental health disorder, including posttraumatic stress disorder (PTSD), depression, and substance abuse. While Cognitive Behavioral Therapy (CBT) approaches are considered among effective evidence-based treatments for addressing and treating behavioral and emotional difficulties, male youth with a history of incarceration and youth who are at risk for (re)incarceration, violence, emotion dysregulation, and trauma face significant barriers in accessing these services. METHODS Roca, Inc. (Roca), an internationally recognized organization moving the needle on urban violence by working relentlessly with young people at the center of violence in Massachusetts and Maryland, employs a trauma-informed CBT-based skills curriculum and approach in their intervention model, to improve youths' educational, employment, parenting, and life skills opportunities, while decreasing risk for recidivism, addressing trauma and increasing skills for emotion regulation. The aim of this analysis was to assess the effectiveness of Roca's trauma-informed CBT skills curriculum on youths' emotional and behavioral outcomes. We analyzed data from over 300 participating emerging adult men from four sites in Massachusetts and one site in Baltimore, Maryland who had at least three series of data collection across multiple skills-based sessions. RESULTS We found improvements in outcomes in overall mean scores related to decreased distress about employment and education, as are expected with standard intervention approaches for justice-involved youth. Participants who show improvement in emotion regulation across engagement (approximately half the cohort), were found to have significant improvements in distress related to relationship and family functioning and self-care, and decreased substance use, along with other outcomes compared to those participants with less improvement in emotion regulation. Furthermore, improvement in different aspects of emotion regulation were associated with improved relationships, life distress, substance use, and improved prosocial thinking. CONCLUSIONS Together, these data suggest that adding mental health support and skills training, such as with trauma-informed CBT models, to programs for justice-involved youth may lead to significant improvements in functioning, quality of life, and mental health outcomes.
Collapse
Affiliation(s)
- Nathalie M Dumornay
- Division of Depression & Anxiety Disorders, McLean Hospital, Belmont, MA, United States.,Institute of Child Development, University of Minnesota, Minneapolis, MN, United States
| | - Katherine E Finegold
- Division of Depression & Anxiety Disorders, McLean Hospital, Belmont, MA, United States.,School and Child Clinical Psychology, University of Toronto, Toronto, ON, Canada
| | | | | | | | | | - Soo Jeong Youn
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, United States.,Department of Psychiatry, Harvard Medical School, Boston, MA, United States
| | - Luana Marques
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, United States.,Department of Psychiatry, Harvard Medical School, Boston, MA, United States
| | - Kerry J Ressler
- Division of Depression & Anxiety Disorders, McLean Hospital, Belmont, MA, United States.,Department of Psychiatry, Harvard Medical School, Boston, MA, United States
| | - Alisha Moreland-Capuia
- Division of Depression & Anxiety Disorders, McLean Hospital, Belmont, MA, United States.,Department of Psychiatry, Harvard Medical School, Boston, MA, United States
| |
Collapse
|
76
|
Alexandra Kredlow M, Fenster RJ, Laurent ES, Ressler KJ, Phelps EA. Prefrontal cortex, amygdala, and threat processing: implications for PTSD. Neuropsychopharmacology 2022; 47:247-259. [PMID: 34545196 PMCID: PMC8617299 DOI: 10.1038/s41386-021-01155-7] [Citation(s) in RCA: 70] [Impact Index Per Article: 35.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/16/2021] [Revised: 08/03/2021] [Accepted: 08/06/2021] [Indexed: 02/08/2023]
Abstract
Posttraumatic stress disorder can be viewed as a disorder of fear dysregulation. An abundance of research suggests that the prefrontal cortex is central to fear processing-that is, how fears are acquired and strategies to regulate or diminish fear responses. The current review covers foundational research on threat or fear acquisition and extinction in nonhuman animals, healthy humans, and patients with posttraumatic stress disorder, through the lens of the involvement of the prefrontal cortex in these processes. Research harnessing advances in technology to further probe the role of the prefrontal cortex in these processes, such as the use of optogenetics in rodents and brain stimulation in humans, will be highlighted, as well other fear regulation approaches that are relevant to the treatment of posttraumatic stress disorder and involve the prefrontal cortex, namely cognitive regulation and avoidance/active coping. Despite the large body of translational research, many questions remain unanswered and posttraumatic stress disorder remains difficult to treat. We conclude by outlining future research directions related to the role of the prefrontal cortex in fear processing and implications for the treatment of posttraumatic stress disorder.
Collapse
Affiliation(s)
- M. Alexandra Kredlow
- grid.38142.3c000000041936754XDepartment of Psychology, Harvard University, Cambridge, MA USA
| | - Robert J. Fenster
- grid.38142.3c000000041936754XDivision of Depression and Anxiety, McLean Hospital; Department of Psychiatry, Harvard Medical School, Cambridge, MA USA
| | - Emma S. Laurent
- grid.38142.3c000000041936754XDepartment of Psychology, Harvard University, Cambridge, MA USA
| | - Kerry J. Ressler
- grid.38142.3c000000041936754XDivision of Depression and Anxiety, McLean Hospital; Department of Psychiatry, Harvard Medical School, Cambridge, MA USA
| | - Elizabeth A. Phelps
- grid.38142.3c000000041936754XDepartment of Psychology, Harvard University, Cambridge, MA USA
| |
Collapse
|
77
|
Seligowski AV, Ressler KJ. Sex Differences in the Co-Occurrence of PTSD and Cardiovascular Disease. Psychiatr Ann 2022. [DOI: 10.3928/00485713-20211226-01] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
|
78
|
Merker JB, Dixon HD, Gluck R, Kim YJ, Powers A, Schwartz AC, Jovanovic T, Umpierrez G, Ressler KJ, Michopoulos V, Pace TWW, Gillespie CF, Seligowski AV. Heart rate variability and HbA1c predict plasma interleukin-6 response to psychosocial stress challenge in trauma-exposed women with type 2 diabetes. Brain Behav Immun Health 2021; 19:100400. [PMID: 34917989 PMCID: PMC8669354 DOI: 10.1016/j.bbih.2021.100400] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2021] [Revised: 11/16/2021] [Accepted: 12/02/2021] [Indexed: 12/15/2022] Open
Abstract
Background Type 2 diabetes mellitus (T2DM) is a major public health problem in the United States. Although cardiovascular autonomic functioning, blood glucose control, and inflammation are known to play a role in T2DM, the interaction between these variables remains largely unexplored, particularly in the context of stress. To address this gap, we examined the relationship between these variables in a sample that is uniquely vulnerable to the health consequences of T2DM. Methods Participants were 37 trauma-exposed Black women with a diagnosis of T2DM. High frequency heart rate variability (HF-HRV), blood glucose control (HbA1c), and a stressor-evoked biomarker of inflammation (interleukin 6; IL-6) were obtained as part of a larger study of the genetic risk factors for and consequences of trauma exposure. Results The interaction of HbA1c and HF-HRV was significantly associated with IL-6 response calculated as area under the curve with respect to ground. Post-hoc simple slopes analyses revealed HbA1c, rather than HF-HRV, as the moderator in this association such that higher HF-HRV conferred higher circulating levels of IL-6 only in the presence of lower HbA1c, (β = 0.60, t = 3.51, p = .001). Conclusions Cardiovascular autonomic functioning and blood glucose control were significantly associated with stressor-evoked IL-6 responses when controlling for BMI and age. Moreover, the association between cardiovascular autonomic functioning and inflammation varied at different levels of HbA1c. This highlights the possibility that individuals with trauma exposure and T2DM may benefit from stratification by HbA1c levels for research analysis and treatment decision making. The interaction of blood glucose and vagal control was associated with IL-6 response. Higher vagal control conferred more inflammation only when blood glucose was low. Stratification by HbA1c levels may be useful for research analysis.
Collapse
Affiliation(s)
| | - H Drew Dixon
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, GA, USA
| | - Rachel Gluck
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, GA, USA
| | - Ye Ji Kim
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA, USA
| | - Abigail Powers
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, GA, USA
| | - Ann C Schwartz
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, GA, USA
| | - Tanja Jovanovic
- Department of Psychiatry and Behavioral Neurosciences, Wayne State University, Detroit, MI, USA
| | - Guillermo Umpierrez
- Division of Endocrinology, Department of Medicine, Emory University School of Medicine, Atlanta, GA, USA
| | - Kerry J Ressler
- McLean Hospital, Belmont, MA, USA.,Department of Psychiatry, Harvard Medical School, Boston, MA, USA
| | - Vasiliki Michopoulos
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, GA, USA.,Yerkes National Primate Research Center, Atlanta, GA, USA
| | - Thaddeus W W Pace
- College of Nursing and College of Medicine (Psychiatry), University of Arizona, Tucson, AZ, USA
| | - Charles F Gillespie
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, GA, USA
| | - Antonia V Seligowski
- McLean Hospital, Belmont, MA, USA.,Department of Psychiatry, Harvard Medical School, Boston, MA, USA
| |
Collapse
|
79
|
Gould F, Jones MT, Harvey PD, Reidy LJ, Hodgins G, Michopoulos V, Maples-Keller J, Rothbaum BO, Rothbaum A, Ressler KJ, Nemeroff CB. The relationship between substance use, prior trauma history, and risk of developing post-traumatic stress disorder in the immediate aftermath of civilian trauma. J Psychiatr Res 2021; 144:345-352. [PMID: 34735838 DOI: 10.1016/j.jpsychires.2021.10.025] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/19/2021] [Revised: 10/16/2021] [Accepted: 10/19/2021] [Indexed: 10/20/2022]
Abstract
Many reports have documented the relationship between post-traumatic stress disorder (PTSD) and substance use. Substance use is commonly comorbid with PTSD and is a risk factor for trauma exposure. The aim of this study was to prospectively examine how recent substance use, abuse, or dependence influenced the development of PTSD in the context of a prior trauma history, including child abuse, and the severity of initial trauma reactions. Participants (N = 81) were recruited and assessed at the emergency department of a large urban hospital in Miami and serum levels of common drugs of abuse were measured. Although substance use appeared to be a risk factor for trauma exposure, neither self-reported nor blood toxicology influenced the development of PTSD. Positive toxicology screens were more likely to be associated with a diagnosis of substance abuse or dependence, χ2 (1) = 4.11, p = .04. Participants with a history of physical abuse were more likely to have a positive toxicology screen, χ2 (1) = 4.03, p = .05. The majority of our trauma-exposed subjects (66%) were found to be positive for one or more illicit substances at presentation at the ED. The current findings provide support for the "high risk" hypothesis in which substance use is associated with increased trauma exposure.
Collapse
Affiliation(s)
- Felicia Gould
- University of Miami Miller School of Medicine, Department of Psychiatry and Behavioral Sciences, Miami, FL, USA.
| | - Mackenzie T Jones
- University of Miami Miller School of Medicine, Department of Psychiatry and Behavioral Sciences, Miami, FL, USA
| | - Philip D Harvey
- University of Miami Miller School of Medicine, Department of Psychiatry and Behavioral Sciences, Miami, FL, USA; Research Service, Bruce W. Carter Miami VA Medical Center, Miami, FL, USA
| | - Lisa J Reidy
- University of Miami Miller School of Medicine, Department of Pathology and Laboratory Medicine, Miami, FL, USA
| | - Gabrielle Hodgins
- University of Miami Miller School of Medicine, Department of Psychiatry and Behavioral Sciences, Miami, FL, USA; Department of Psychiatry, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, NC, USA
| | - Vasiliki Michopoulos
- Emory University School of Medicine, Department of Psychiatry and Behavioral Sciences, Atlanta, GA, USA; Yerkes National Primate Research Center, Emory University, USA
| | - Jessica Maples-Keller
- Emory University School of Medicine, Department of Psychiatry and Behavioral Sciences, Atlanta, GA, USA
| | - Barbara O Rothbaum
- Emory University School of Medicine, Department of Psychiatry and Behavioral Sciences, Atlanta, GA, USA
| | - Alex Rothbaum
- Emory University School of Medicine, Department of Psychiatry and Behavioral Sciences, Atlanta, GA, USA; Department of Psychological Services, Case Western Reserve University, Cleveland, OH, USA
| | - Kerry J Ressler
- Emory University School of Medicine, Department of Psychiatry and Behavioral Sciences, Atlanta, GA, USA; Mclean Hospital, Harvard Medical School, Belmont, MA, USA
| | - Charles B Nemeroff
- University of Miami Miller School of Medicine, Department of Psychiatry and Behavioral Sciences, Miami, FL, USA; Department of Psychiatry, University of Texas at Austin, Dell Medical School, Austin, TX, USA; Institute for Early Life Adversity Research, University of Texas at Austin, Austin, TX,, USA
| |
Collapse
|
80
|
Delaney SW, Cortes Hidalgo AP, White T, Haneuse S, Ressler KJ, Tiemeier H, Kubzansky LD. Are all threats equal? Associations of childhood exposure to physical attack versus threatened violence with preadolescent brain structure. Dev Cogn Neurosci 2021; 52:101033. [PMID: 34798541 PMCID: PMC8605265 DOI: 10.1016/j.dcn.2021.101033] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2021] [Revised: 10/26/2021] [Accepted: 11/07/2021] [Indexed: 11/28/2022] Open
Abstract
Background Neurodevelopmental studies of childhood adversity often define threatening experiences as those involving harm or the threat of harm. Whether effects differ between experiences involving harm (“physical attack”) versus the threat of harm alone (“threatened violence”) remains underexplored. We hypothesized that while both types of experiences would be associated with smaller preadolescent global and corticolimbic brain volumes, associations with physical attack would be greater. Methods Generation R Study researchers (the Netherlands) acquired T1-weighted scans from 2905 preadolescent children, computed brain volumes using FreeSurfer, and asked mothers whether their children ever experienced physical attack (n = 202) or threatened violence (n = 335). Using standardized global (cortical, subcortical, white matter) and corticolimbic (amygdala, hippocampus, anterior cingulate cortex, orbitofrontal cortex) volumes, we fit confounder-adjusted models. Results Physical attack was associated with smaller global volumes (βcortical=−0.14; 95% CI: −0.26, −0.02); βwhite matter= −0.16; 95% CI: − 0.28, − 0.03) and possibly some corticolimbic volumes, e.g., βamygdala/ICV-adjusted= −0.10 (95% CI: −0.21, 0.01). We found no evidence of associations between threatened violence and smaller volumes in any outcome; instead, such estimates were small, highly uncertain, and positive in direction. Conclusions Experiences of physical attack and threatened violence may have quantitively different neurodevelopmental effects. Thus, differences between types of threatening experiences may be neurodevelopmentally salient.
Collapse
Affiliation(s)
- Scott W Delaney
- Department of Social and Behavioral Sciences, Harvard T.H. Chan School of Public Health, Boston, MA, United States; Department of Child and Adolescent Psychiatry, Erasmus University Medical Center, Rotterdam, the Netherlands; Lee Kum Sheung Center for Health and Happiness, Harvard T.H. Chan School of Public Health, Boston, MA, United States.
| | - Andrea P Cortes Hidalgo
- Department of Child and Adolescent Psychiatry, Erasmus University Medical Center, Rotterdam, the Netherlands; The Generation R Study Group, Erasmus University Medical Center, Rotterdam, the Netherlands
| | - Tonya White
- Department of Child and Adolescent Psychiatry, Erasmus University Medical Center, Rotterdam, the Netherlands; Department of Radiology and Nuclear Medicine, Erasmus University Medical Center, Rotterdam, the Netherlands
| | - Sebastien Haneuse
- Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, MA, United States
| | - Kerry J Ressler
- Department of Psychiatry, McLean Hospital, Harvard Medical School, Belmont, MA, United States
| | - Henning Tiemeier
- Department of Social and Behavioral Sciences, Harvard T.H. Chan School of Public Health, Boston, MA, United States; Department of Child and Adolescent Psychiatry, Erasmus University Medical Center, Rotterdam, the Netherlands
| | - Laura D Kubzansky
- Department of Social and Behavioral Sciences, Harvard T.H. Chan School of Public Health, Boston, MA, United States; Lee Kum Sheung Center for Health and Happiness, Harvard T.H. Chan School of Public Health, Boston, MA, United States
| |
Collapse
|
81
|
Maples-Keller JL, Hyatt CS, Sleep CE, Stevens JS, Fenlon EE, Jovanovic T, Rothbaum BO, Ressler KJ, Carter S, Bradley B, Fani N, Powers A, Michopoulos V. DSM-5 alternative model for personality disorders trait domains and PTSD symptoms in a sample of highly traumatized African American women and a prospective sample of trauma center patients. Personal Disord 2021; 12:491-502. [PMID: 33444034 PMCID: PMC8277882 DOI: 10.1037/per0000477] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Posttraumatic stress disorder (PTSD) has a specified precipitant (i.e., trauma), and thus, is particularly well-suited to examine risk and maintenance factors for the development of the disorder. The Diagnostic and Statistical Manual of Mental Disorders, Fifth Edition (DSM-5) alternative model of personality disorder (AMPD) is based, in part, on a dimensional trait model; previous research suggests that personality traits are related to PTSD symptoms. To date, there is little research examining this model with regard to PTSD symptoms, and such research could elucidate new strategies for identification and prevention. The present study investigates associations between AMPD traits and PTSD symptoms in a cross-sectional high-risk sample (N = 490; 100% female; 97.8% African American) and in a prospective, longitudinal sample of Level 1 trauma center patients (N = 185; 46.8% female; 72.5% African American). The Personality Inventory for DSM-5 Brief Form domains were significantly associated with PTSD total symptom severity and symptom clusters across both self-report and clinical interview measures. Personality Inventory for DSM-5 Negative Affectivity and Psychoticism emerged as significant predictors of concurrent PTSD. When prospectively predicting PTSD symptoms in the longitudinal cohort, Negative Affectivity and Psychoticism were significant predictors of PTSD symptom severity. These findings indicate how the DSM-5 AMPD pathological traits are associated with risk for stress-related disorders cross-sectionally and prospectively. (PsycInfo Database Record (c) 2021 APA, all rights reserved).
Collapse
Affiliation(s)
| | | | | | - Jennifer S. Stevens
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine
| | - Emily E. Fenlon
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine
| | - Tanja Jovanovic
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine
| | - Barbara O. Rothbaum
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine
| | - Kerry J. Ressler
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine
- Department of Psychiatry, Mclean Hospital, Harvard Medical School
| | - Sierra Carter
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine
- Department of Psychology, Georgia State University
| | - Bekh Bradley
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine
| | - Negar Fani
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine
| | - Abigail Powers
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine
| | - Vasiliki Michopoulos
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine
- Yerkes National Primate Research Center, Atlanta, Georgia, United States
| |
Collapse
|
82
|
Ziobrowski HN, Kennedy CJ, Ustun B, House SL, Beaudoin FL, An X, Zeng D, Bollen KA, Petukhova M, Sampson NA, Puac-Polanco V, Lee S, Koenen KC, Ressler KJ, McLean SA, Kessler RC, Stevens JS, Neylan TC, Clifford GD, Jovanovic T, Linnstaedt SD, Germine LT, Rauch SL, Haran JP, Storrow AB, Lewandowski C, Musey PI, Hendry PL, Sheikh S, Jones CW, Punches BE, Lyons MS, Murty VP, McGrath ME, Pascual JL, Seamon MJ, Datner EM, Chang AM, Pearson C, Peak DA, Jambaulikar G, Merchant RC, Domeier RM, Rathlev NK, O'Neil BJ, Sergot P, Sanchez LD, Bruce SE, Pietrzak RH, Joormann J, Barch DM, Pizzagalli DA, Sheridan JF, Harte SE, Elliott JM, van Rooij SJH. Development and Validation of a Model to Predict Posttraumatic Stress Disorder and Major Depression After a Motor Vehicle Collision. JAMA Psychiatry 2021; 78:1228-1237. [PMID: 34468741 PMCID: PMC8411364 DOI: 10.1001/jamapsychiatry.2021.2427] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
IMPORTANCE A substantial proportion of the 40 million people in the US who present to emergency departments (EDs) each year after traumatic events develop posttraumatic stress disorder (PTSD) or major depressive episode (MDE). Accurately identifying patients at high risk in the ED would facilitate the targeting of preventive interventions. OBJECTIVES To develop and validate a prediction tool based on ED reports after a motor vehicle collision to predict PTSD or MDE 3 months later. DESIGN, SETTING, AND PARTICIPANTS The Advancing Understanding of Recovery After Trauma (AURORA) study is a longitudinal study that examined adverse posttraumatic neuropsychiatric sequalae among patients who presented to 28 US urban EDs in the immediate aftermath of a traumatic experience. Enrollment began on September 25, 2017. The 1003 patients considered in this diagnostic/prognostic report completed 3-month assessments by January 31, 2020. Each patient received a baseline ED assessment along with follow-up self-report surveys 2 weeks, 8 weeks, and 3 months later. An ensemble machine learning method was used to predict 3-month PTSD or MDE from baseline information. Data analysis was performed from November 1, 2020, to May 31, 2021. MAIN OUTCOMES AND MEASURES The PTSD Checklist for DSM-5 was used to assess PTSD and the Patient Reported Outcomes Measurement Information System Depression Short-Form 8b to assess MDE. RESULTS A total of 1003 patients (median [interquartile range] age, 34.5 [24-43] years; 715 [weighted 67.9%] female; 100 [weighted 10.7%] Hispanic, 537 [weighted 52.7%] non-Hispanic Black, 324 [weighted 32.2%] non-Hispanic White, and 42 [weighted 4.4%] of non-Hispanic other race or ethnicity were included in this study. A total of 274 patients (weighted 26.6%) met criteria for 3-month PTSD or MDE. An ensemble machine learning model restricted to 30 predictors estimated in a training sample (patients from the Northeast or Midwest) had good prediction accuracy (mean [SE] area under the curve [AUC], 0.815 [0.031]) and calibration (mean [SE] integrated calibration index, 0.040 [0.002]; mean [SE] expected calibration error, 0.039 [0.002]) in an independent test sample (patients from the South). Patients in the top 30% of predicted risk accounted for 65% of all 3-month PTSD or MDE, with a mean (SE) positive predictive value of 58.2% (6.4%) among these patients at high risk. The model had good consistency across regions of the country in terms of both AUC (mean [SE], 0.789 [0.025] using the Northeast as the test sample and 0.809 [0.023] using the Midwest as the test sample) and calibration (mean [SE] integrated calibration index, 0.048 [0.003] using the Northeast as the test sample and 0.024 [0.001] using the Midwest as the test sample; mean [SE] expected calibration error, 0.034 [0.003] using the Northeast as the test sample and 0.025 [0.001] using the Midwest as the test sample). The most important predictors in terms of Shapley Additive Explanations values were symptoms of anxiety sensitivity and depressive disposition, psychological distress in the 30 days before motor vehicle collision, and peritraumatic psychosomatic symptoms. CONCLUSIONS AND RELEVANCE The results of this study suggest that a short set of questions feasible to administer in an ED can predict 3-month PTSD or MDE with good AUC, calibration, and geographic consistency. Patients at high risk can be identified in the ED for targeting if cost-effective preventive interventions are developed.
Collapse
Affiliation(s)
| | - Chris J. Kennedy
- Department of Biomedical Informatics, Harvard Medical School, Boston, Massachusetts
| | - Berk Ustun
- Halıcıoğlu Data Science Institute, University of California, San Diego
| | - Stacey L. House
- Department of Emergency Medicine, Washington University School of Medicine, St Louis, Missouri
| | - Francesca L. Beaudoin
- Department of Emergency Medicine & Department of Health Services, Policy, and Practice, The Alpert Medical School of Brown University, Rhode Island Hospital and The Miriam Hospital, Providence, Rhode Island
| | - Xinming An
- Institute for Trauma Recovery, Department of Anesthesiology, University of North Carolina at Chapel Hill
| | - Donglin Zeng
- Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina at Chapel Hill
| | - Kenneth A. Bollen
- Department of Psychology and Neuroscience & Department of Sociology, University of North Carolina at Chapel Hill
| | - Maria Petukhova
- Department of Health Care Policy, Harvard Medical School, Boston, Massachusetts
| | - Nancy A. Sampson
- Department of Health Care Policy, Harvard Medical School, Boston, Massachusetts
| | - Victor Puac-Polanco
- Department of Health Care Policy, Harvard Medical School, Boston, Massachusetts,Department of Epidemiology, Mailman School of Public Health, Columbia University, New York, New York
| | - Sue Lee
- Department of Health Care Policy, Harvard Medical School, Boston, Massachusetts
| | - Karestan C. Koenen
- Department of Epidemiology, Harvard T. H. Chan School of Public Health, Harvard University, Boston, Massachusetts
| | - Kerry J. Ressler
- Department of Psychiatry, Harvard Medical School, Boston, Massachusetts,Division of Depression and Anxiety, McLean Hospital, Belmont, Massachusetts
| | - Samuel A. McLean
- Institute for Trauma Recovery, Department of Anesthesiology, University of North Carolina at Chapel Hill,Department of Emergency Medicine, University of North Carolina at Chapel Hill
| | - Ronald C. Kessler
- Department of Health Care Policy, Harvard Medical School, Boston, Massachusetts
| | | | - Jennifer S Stevens
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, Georgia
| | - Thomas C Neylan
- Departments of Psychiatry and Neurology, University of California, San Francisco
| | - Gari D Clifford
- Department of Biomedical Informatics, Emory University School of Medicine, Atlanta, Georgia.,Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta
| | - Tanja Jovanovic
- Department of Psychiatry and Behavioral Neurosciences, Wayne State University, Detroit, Michigan
| | - Sarah D Linnstaedt
- Institute for Trauma Recovery, Department of Anesthesiology, University of North Carolina at Chapel Hill
| | - Laura T Germine
- Department of Psychiatry, Harvard Medical School, Boston, Massachusetts.,Institute for Technology in Psychiatry, McLean Hospital, Belmont, Massachusetts.,The Many Brains Project, Belmont, Massachusetts
| | - Scott L Rauch
- Department of Psychiatry, Harvard Medical School, Boston, Massachusetts.,Institute for Technology in Psychiatry, McLean Hospital, Belmont, Massachusetts.,Department of Psychiatry, McLean Hospital, Belmont, Massachusetts
| | - John P Haran
- Department of Emergency Medicine, University of Massachusetts Medical School, Worcester
| | - Alan B Storrow
- Department of Emergency Medicine, Vanderbilt University Medical Center, Nashville, Tennessee
| | | | - Paul I Musey
- Department of Emergency Medicine, Indiana University School of Medicine, Indianapolis
| | - Phyllis L Hendry
- Department of Emergency Medicine, University of Florida College of Medicine, Jacksonville
| | - Sophia Sheikh
- Department of Emergency Medicine, University of Florida College of Medicine, Jacksonville
| | - Christopher W Jones
- Department of Emergency Medicine, Cooper Medical School of Rowan University, Camden, New Jersey
| | - Brittany E Punches
- Department of Emergency Medicine, University of Cincinnati College of Medicine, Cincinnati, Ohio.,College of Nursing, University of Cincinnati, Cincinnati, Ohio.,Center for Addiction Research, University of Cincinnati College of Medicine, Cincinnati, Ohio
| | - Michael S Lyons
- Department of Emergency Medicine, University of Cincinnati College of Medicine, Cincinnati, Ohio.,Center for Addiction Research, University of Cincinnati College of Medicine, Cincinnati, Ohio
| | - Vishnu P Murty
- Department of Psychology, Temple University, Philadelphia, Pennsylvania
| | - Meghan E McGrath
- Department of Emergency Medicine, Boston Medical Center, Boston, Massachusetts
| | - Jose L Pascual
- Department of Surgery, University of Pennsylvania Perelman School of Medicine, Philadelphia.,Department of Neurosurgery, University of Pennsylvania Perelman School of Medicine, Philadelphia
| | - Mark J Seamon
- Department of Surgery, University of Pennsylvania Perelman School of Medicine, Philadelphia
| | - Elizabeth M Datner
- Department of Emergency Medicine, Einstein Healthcare Network, Philadelphia, Pennsylvania.,Department of Emergency Medicine, Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, Pennsylvania
| | - Anna M Chang
- Department of Emergency Medicine, Jefferson University Hospitals, Philadelphia, Pennsylvania
| | - Claire Pearson
- Department of Emergency Medicine, Wayne State University, Detroit, Michigan
| | - David A Peak
- Department of Emergency Medicine, Massachusetts General Hospital, Boston
| | | | - Roland C Merchant
- Department of Emergency Medicine, Brigham and Women's Hospital, Boston, Massachusetts
| | - Robert M Domeier
- Department of Emergency Medicine, Saint Joseph Mercy Hospital, Ypsilanti, Michigan
| | - Niels K Rathlev
- Department of Emergency Medicine, University of Massachusetts Medical School-Baystate, Springfield
| | - Brian J O'Neil
- Department of Emergency Medicine, Wayne State University, Detroit, Michigan
| | - Paulina Sergot
- McGovern Medical School, University of Texas Health Science Center, Houston
| | - Leon D Sanchez
- Department of Emergency Medicine, Beth Israel Deaconess Medical Center, Boston, Massachusetts.,Department of Emergency Medicine, Harvard Medical School, Boston, Massachusetts
| | - Steven E Bruce
- Department of Psychological Sciences, University of Missouri, St Louis
| | - Robert H Pietrzak
- National Center for PTSD, Clinical Neurosciences Division, Veterans Affairs Connecticut Healthcare System, West Haven.,Department of Psychiatry, Yale School of Medicine, West Haven, Connecticut
| | - Jutta Joormann
- Department of Psychology, Yale University, West Haven, Connecticut
| | - Deanna M Barch
- Department of Psychological & Brain Sciences, Washington University, St Louis, Missouri
| | - Diego A Pizzagalli
- Department of Psychiatry, Harvard Medical School, Boston, Massachusetts.,Division of Depression and Anxiety, McLean Hospital, Belmont, Massachusetts.,Center for Depression, Anxiety, and Stress Research, McLean Hospital, Belmont, Massachusetts
| | - John F Sheridan
- Department of Biosciences and Neuroscience, Wexner Medical Center, The Ohio State University, Columbus.,Institute for Behavioral Medicine Research, Wexner Medical Center, The Ohio State University, Columbus
| | - Steven E Harte
- Department of Anesthesiology, University of Michigan Medical School, Ann Arbor.,Department of Internal Medicine-Rheumatology, University of Michigan Medical School, Ann Arbor
| | - James M Elliott
- Kolling Institute of Medical Research, University of Sydney, St Leonards, New South Wales, Australia.,Faculty of Medicine and Health, University of Sydney, Northern Sydney Local Health District, New South Wales, Australia.,Department of Physical Therapy & Human Movement Sciences, Feinberg School of Medicine, Northwestern University, Chicago, Illinois
| | - Sanne J H van Rooij
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, Georgia
| |
Collapse
|
83
|
Seligowski AV, Steuber ER, Hinrichs R, Reda MH, Wiltshire CN, Wanna CP, Winters SJ, Phillips KA, House SL, Beaudoin FL, An X, Stevens JS, Zeng D, Neylan TC, Clifford GD, Linnstaedt SD, Germine LT, Bollen KA, Guffanti G, Rauch SL, Haran JP, Storrow AB, Lewandowski C, Musey PI, Hendry PL, Sheikh S, Jones CW, Punches BE, Kurz MC, Murty VP, McGrath ME, Hudak LA, Pascual JL, Seamon MJ, Datner EM, Chang AM, Pearson C, Peak DA, Merchant RC, Domeier RM, Rathlev NK, O'Neil BJ, Sanchez LD, Bruce SE, Miller MW, Pietrzak RH, Joormann J, Barch DM, Pizzagalli DA, Sheridan JF, Luna B, Harte SE, Elliott JM, Koenen KC, Kessler RC, McLean SA, Ressler KJ, Jovanovic T. A prospective examination of sex differences in posttraumatic autonomic functioning. Neurobiol Stress 2021; 15:100384. [PMID: 34485632 PMCID: PMC8397921 DOI: 10.1016/j.ynstr.2021.100384] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2021] [Revised: 08/16/2021] [Accepted: 08/20/2021] [Indexed: 12/20/2022] Open
Abstract
BACKGROUND Cross-sectional studies have found that individuals with posttraumatic stress disorder (PTSD) exhibit deficits in autonomic functioning. While PTSD rates are twice as high in women compared to men, sex differences in autonomic functioning are relatively unknown among trauma-exposed populations. The current study used a prospective design to examine sex differences in posttraumatic autonomic functioning. METHODS 192 participants were recruited from emergency departments following trauma exposure (Mean age = 35.88, 68.2% female). Skin conductance was measured in the emergency department; fear conditioning was completed two weeks later and included measures of blood pressure (BP), heart rate (HR), and high frequency heart rate variability (HF-HRV). PTSD symptoms were assessed 8 weeks after trauma. RESULTS 2-week systolic BP was significantly higher in men, while 2-week HR was significantly higher in women, and a sex by PTSD interaction suggested that women who developed PTSD demonstrated the highest HR levels. Two-week HF-HRV was significantly lower in women, and a sex by PTSD interaction suggested that women with PTSD demonstrated the lowest HF-HRV levels. Skin conductance response in the emergency department was associated with 2-week HR and HF-HRV only among women who developed PTSD. CONCLUSIONS Our results indicate that there are notable sex differences in autonomic functioning among trauma-exposed individuals. Differences in sympathetic biomarkers (BP and HR) may have implications for cardiovascular disease risk given that sympathetic arousal is a mechanism implicated in this risk among PTSD populations. Future research examining differential pathways between PTSD and cardiovascular risk among men versus women is warranted.
Collapse
Affiliation(s)
- Antonia V. Seligowski
- Department of Psychiatry, Harvard Medical School, Boston, MA, 02115, USA
- Division of Depression and Anxiety, McLean Hospital, Belmont, MA, 02478, USA
| | | | - Rebecca Hinrichs
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, GA, 30329, USA
| | - Mariam H. Reda
- Department of Psychiatry and Behavioral Neurosciences, Wayne State University, Detroit, MA, 48202, USA
| | | | - Cassandra P. Wanna
- Department of Psychiatry and Behavioral Neurosciences, Wayne State University, Detroit, MA, 48202, USA
| | - Sterling J. Winters
- Department of Psychiatry and Behavioral Neurosciences, Wayne State University, Detroit, MA, 48202, USA
| | - Karlye A. Phillips
- McLean Hospital, Belmont, MA, 02478, USA
- Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, 21205, USA
| | - Stacey L. House
- Department of Emergency Medicine, Washington University School of Medicine, St. Louis, MO, 63110, USA
| | - Francesca L. Beaudoin
- Department of Emergency Medicine & Department of Health Services, Policy, and Practice, The Alpert Medical School of Brown University, Rhode Island Hospital and the Miriam Hospital, Providence, RI, 02930, USA
| | - Xinming An
- Institute for Trauma Recovery, Department of Anesthesiology, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27559, USA
| | - Jennifer S. Stevens
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, GA, 30329, USA
| | - Donglin Zeng
- Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, NC, 27559, USA
| | - Thomas C. Neylan
- Departments of Psychiatry and Neurology, University of California San Francisco, San Francisco, CA, 94143, USA
| | - Gari D. Clifford
- Department of Biomedical Informatics, Emory University School of Medicine, Atlanta, GA, 30332, USA
- Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, GA, 30332, USA
| | - Sarah D. Linnstaedt
- Institute for Trauma Recovery, Department of Anesthesiology, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27559, USA
| | - Laura T. Germine
- Department of Psychiatry, Harvard Medical School, Boston, MA, 02115, USA
- Institute for Technology in Psychiatry, McLean Hospital, Belmont, MA, 02478, USA
- The Many Brains Project, Belmont, MA, 02478, USA
| | - Kenneth A. Bollen
- Department of Psychology and Neuroscience & Department of Sociology, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27559, USA
| | - Guia Guffanti
- Department of Psychiatry, Harvard Medical School, Boston, MA, 02115, USA
- Division of Depression and Anxiety, McLean Hospital, Belmont, MA, 02478, USA
| | - Scott L. Rauch
- Department of Psychiatry, Harvard Medical School, Boston, MA, 02115, USA
- Institute for Technology in Psychiatry, McLean Hospital, Belmont, MA, 02478, USA
- Department of Psychiatry, McLean Hospital, Belmont, MA, 02478, USA
| | - John P. Haran
- Department of Emergency Medicine, University of Massachusetts Medical School, Worcester, MA, 01655, USA
| | - Alan B. Storrow
- Department of Emergency Medicine, Vanderbilt University Medical Center, Nashville, TN, 37232, USA
| | | | - Paul I. Musey
- Department of Emergency Medicine, Indiana University School of Medicine, Indianapolis, IN, 46202, USA
| | - Phyllis L. Hendry
- Department of Emergency Medicine, University of Florida College of Medicine -Jacksonville, Jacksonville, FL, 32209, USA
| | - Sophia Sheikh
- Department of Emergency Medicine, University of Florida College of Medicine -Jacksonville, Jacksonville, FL, 32209, USA
| | - Christopher W. Jones
- Department of Emergency Medicine, Cooper Medical School of Rowan University, Camden, NJ, 08103, USA
| | - Brittany E. Punches
- Department of Emergency Medicine, University of Cincinnati College of Medicine, Cincinnati, OH, 45267, USA
- College of Nursing, University of Cincinnati, Cincinnati, OH, 45221, USA
| | - Michael C. Kurz
- Department of Emergency Medicine, University of Alabama School of Medicine, Birmingham, AL, 35294, USA
- Department of Surgery, Division of Acute Care Surgery, University of Alabama School of Medicine, Birmingham, AL, 35294, USA
- Center for Injury Science, University of Alabama at Birmingham, Birmingham, AL, 35294, USA
| | - Vishnu P. Murty
- Department of Psychology, Temple University, Philadelphia, PA, 19121, USA
| | - Meghan E. McGrath
- Department of Emergency Medicine, Boston Medical Center, Boston, MA, 02118, USA
| | - Lauren A. Hudak
- Department of Emergency Medicine, Emory University School of Medicine, Atlanta, GA, 30329, USA
| | - Jose L. Pascual
- Department of Surgery, Department of Neurosurgery, University of Pennsylvania, Pennsylvania, PA, 19104, USA
- Perelman School of Medicine, University of Pennsylvania, Pennsylvania, PA, 19104, USA
| | - Mark J. Seamon
- Perelman School of Medicine, University of Pennsylvania, Pennsylvania, PA, 19104, USA
- Department of Surgery, Division of Traumatology, Surgical Critical Care and Emergency Surgery, University of Pennsylvania, Pennsylvania, PA, 19104, USA
| | - Elizabeth M. Datner
- Department of Emergency Medicine, Einstein Healthcare Network, Pennsylvania, PA, 19141, USA
- Department of Emergency Medicine, Sidney Kimmel Medical College, Thomas Jefferson University, Pennsylvania, PA, 19107, USA
| | - Anna M. Chang
- Department of Emergency Medicine, Jefferson University Hospitals, Pennsylvania, PA, 19107, USA
| | - Claire Pearson
- Department of Emergency Medicine, Wayne State University, Detroit, MA, 48202, USA
| | - David A. Peak
- Department of Emergency Medicine, Massachusetts General Hospital, Boston, MA, 02114, USA
| | - Roland C. Merchant
- Department of Emergency Medicine, Brigham and Women's Hospital, Boston, MA, 02115, USA
| | - Robert M. Domeier
- Department of Emergency Medicine, Saint Joseph Mercy Hospital, Ypsilanti, MI, 48197, USA
| | - Niels K. Rathlev
- Department of Emergency Medicine, University of Massachusetts Medical School-Baystate, Springfield, MA, 01107, USA
| | - Brian J. O'Neil
- Department of Emergency Medicine, Wayne State University, Detroit, MA, 48202, USA
| | - Leon D. Sanchez
- Department of Emergency Medicine, Brigham and Women's Hospital, Boston, MA, 02115, USA
- Department of Emergency Medicine, Harvard Medical School, Boston, MA, 02115, USA
| | - Steven E. Bruce
- Department of Psychological Sciences, University of Missouri - St. Louis, St. Louis, MO, 63121, USA
| | - Mark W. Miller
- National Center for PTSD, Behavioral Science Division, VA Boston Healthcare System, Boston, MA, 02130, USA
- Department of Psychiatry, Boston University School of Medicine, Boston, MA, 02118, USA
| | - Robert H. Pietrzak
- National Center for PTSD, Clinical Neurosciences Division, VA Connecticut Healthcare System, West Haven, CT, 06516, USA
- Department of Psychiatry, Yale School of Medicine, New Haven, CT, 06510, USA
| | - Jutta Joormann
- Department of Psychology, Yale School of Medicine, New Haven, CT, 06510, USA
| | - Deanna M. Barch
- Department of Psychological & Brain Sciences, Washington University in St. Louis, St. Louis, MO, 63130, USA
| | - Diego A. Pizzagalli
- Department of Psychiatry, Harvard Medical School, Boston, MA, 02115, USA
- Division of Depression and Anxiety, McLean Hospital, Belmont, MA, 02478, USA
| | - John F. Sheridan
- Department of Biosciences, OSU Wexner Medical Center, Columbus, OH, 43210, USA
- Institute for Behavioral Medicine Research, OSU Wexner Medical Center, Columbus, OH, 43211, USA
| | - Beatriz Luna
- Department of Psychiatry, University of Pittsburgh, Pittsburgh, PA, 15213, USA
| | - Steven E. Harte
- Department of Anesthesiology, University of Michigan Medical School, Ann Arbor, MI, 48109, USA
- Department of Internal Medicine-Rheumatology, University of Michigan Medical School, Ann Arbor, MI, 48109, USA
| | - James M. Elliott
- Kolling Institute of Medical Research, University of Sydney, St Leonards, New South Wales, 2065, Australia
- Faculty of Medicine and Health, University of Sydney, Northern Sydney Local Health District, New South Wales, 2006, Australia
- Physical Therapy & Human Movement Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL, 60208, USA
| | - Karestan C. Koenen
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Harvard University, Boston, MA, 02115, USA
| | - Ronald C. Kessler
- Department of Health Care Policy, Harvard Medical School, Boston, MA, 02115, USA
| | - Samuel A. McLean
- Institute for Trauma Recovery, Department of Anesthesiology, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27559, USA
- Department of Emergency Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27559, USA
| | - Kerry J. Ressler
- Department of Psychiatry, Harvard Medical School, Boston, MA, 02115, USA
- Division of Depression and Anxiety, McLean Hospital, Belmont, MA, 02478, USA
| | - Tanja Jovanovic
- Department of Psychiatry and Behavioral Neurosciences, Wayne State University, Detroit, MA, 48202, USA
| |
Collapse
|
84
|
Stevens JS, Harnett NG, Lebois LAM, van Rooij SJH, Ely TD, Roeckner A, Vincent N, Beaudoin FL, An X, Zeng D, Neylan TC, Clifford GD, Linnstaedt SD, Germine LT, Rauch SL, Lewandowski C, Storrow AB, Hendry PL, Sheikh S, Musey PI, Haran JP, Jones CW, Punches BE, Lyons MS, Kurz MC, McGrath ME, Pascual JL, Datner EM, Chang AM, Pearson C, Peak DA, Domeier RM, O'Neil BJ, Rathlev NK, Sanchez LD, Pietrzak RH, Joormann J, Barch DM, Pizzagalli DA, Sheridan JF, Luna B, Harte SE, Elliott JM, Murty VP, Jovanovic T, Bruce SE, House SL, Kessler RC, Koenen KC, McLean SA, Ressler KJ. Brain-Based Biotypes of Psychiatric Vulnerability in the Acute Aftermath of Trauma. Am J Psychiatry 2021; 178:1037-1049. [PMID: 34645277 PMCID: PMC9069566 DOI: 10.1176/appi.ajp.2021.20101526] [Citation(s) in RCA: 31] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
OBJECTIVE Major negative life events, such as trauma exposure, can play a key role in igniting or exacerbating psychopathology. However, few disorders are diagnosed with respect to precipitating events, and the role of these events in the unfolding of new psychopathology is not well understood. The authors conducted a multisite transdiagnostic longitudinal study of trauma exposure and related mental health outcomes to identify neurobiological predictors of risk, resilience, and different symptom presentations. METHODS A total of 146 participants (discovery cohort: N=69; internal replication cohort: N=77) were recruited from emergency departments within 72 hours of a trauma and followed for the next 6 months with a survey, MRI, and physiological assessments. RESULTS Task-based functional MRI 2 weeks after a motor vehicle collision identified four clusters of individuals based on profiles of neural activity reflecting threat reactivity, reward reactivity, and inhibitory engagement. Three clusters were replicated in an independent sample with a variety of trauma types. The clusters showed different longitudinal patterns of posttrauma symptoms. CONCLUSIONS These findings provide a novel characterization of heterogeneous stress responses shortly after trauma exposure, identifying potential neuroimaging-based biotypes of trauma resilience and psychopathology.
Collapse
Affiliation(s)
- Jennifer S Stevens
- Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta (Stevens, van Rooij, Ely, Roeckner, Vincent); Division of Depression and Anxiety, McLean Hospital, Belmont, Mass. (Harnett, Lebois, Ressler); Department of Psychiatry, Harvard Medical School, Boston (Harnett, Lebois, Pizzagalli, Ressler); Departments of Emergency Medicine and Health Services, Policy, and Practice, Alpert Medical School of Brown University, Rhode Island Hospital, and the Miriam Hospital, Providence, R.I. (Beaudoin); Department of Anesthesiology, Institute of Trauma Recovery, University of North Carolina, Chapel Hill (An, Linnstaedt, McLean); Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina, Chapel Hill (Zeng); Departments of Psychiatry and Neurology, University of California, San Francisco (Neylan); Department of Biomedical Informatics, Emory University School of Medicine, Atlanta (Clifford); Institute for Technology in Psychiatry (Germine) and Department of Psychiatry (Rauch), McLean Hospital, Belmont, Mass.; Department of Emergency Medicine, Henry Ford Health System, Detroit (Lewandowski); Department of Emergency Medicine, Vanderbilt University Medical Center, Nashville, Tenn. (Storrow); Department of Emergency Medicine, University of Florida College of Medicine, Jacksonville (Hendry, Sheikh); Department of Emergency Medicine, Indiana University School of Medicine, Indianapolis (Musey); Department of Emergency Medicine, University of Massachusetts Medical School, Worcester (Haran); Department of Emergency Medicine, Cooper Medical School of Rowan University, Camden, N.J. (Jones); Department of Emergency Medicine, College of Medicine and College of Nursing, University of Cincinnati, Cincinnati (Punches); Department of Emergency Medicine and Center for Addiction Research, University of Cincinnati College of Medicine, Cincinnati (Lyons); Departments of Emergency Medicine and Surgery, Division of Acute Care Surgery, University of Alabama School of Medicine, Birmingham (Kurz); Center for Injury Science, University of Alabama, Birmingham (Kurz); Department of Emergency Medicine, Boston Medical Center, Boston (McGrath); Departments of Surgery (Pascual) and Neurosurgery (Pascual), Perelman School of Medicine, University of Pennsylvania, Philadelphia; Department of Emergency Medicine, Einstein Health Care Network, Philadelphia (Datner); Department of Emergency Medicine, Jefferson University Hospitals, Philadelphia (Chang); Department of Emergency Medicine, Wayne State University, Detroit (Pearson); Department of Emergency Medicine, Massachusetts General Hospital, Boston (Peak); Department of Emergency Medicine, Saint Joseph Mercy Hospital, Ann Arbor, Mich. (Domeier); Department of Emergency Medicine, Wayne State University School of Medicine, Detroit (O'Neil); Department of Emergency Medicine, University of Massachusetts Medical School-Baystate, Springfield (Rathley); Department of Emergency Medicine, Beth Israel Deaconess Medical Center, Boston (Sanchez); Department of Emergency Medicine, Harvard Medical School, Boston (Sanchez); Department of Psychiatry, Yale School of Medicine, and U.S. Department of Veterans Affairs National Center for Posttraumatic Stress Disorder, Veterans Affairs Connecticut Healthcare System, New Haven, Conn. (Pietrzak); Department of Psychology, Yale University, New Haven, Conn. (Joorman); Department of Psychological and Brain Sciences, Washington University, St. Louis (Barch); Department of Biosciences and Neuroscience and Institute for Behavioral Medicine Research, Ohio State University Wexner Medical Center, Columbus (Sheridan); Department of Psychiatry, University of Pittsburgh, Pittsburgh (Luna); Departments of Anesthesiology and Internal Medicine-Rheumatology, University of Michigan Medical School, Ann Arbor (Harte); the Kolling Institute of Medical Research, Northern Clinical School, University of Sydney, and Faculty of Medicine and Health, University of Sydney, Sydney, Australia (Elliott); Physical Therapy and Human Movement Sciences, Feinberg School of Medicine, Northwestern University, Chicago (Elliott); Department of Psychology, Temple University, Philadelphia (Murty); Department of Psychiatry and Behavioral Neurosciences, Wayne State University, Detroit (Jovanovich); Department of Psychological Sciences, University of Missouri, St. Louis (Bruce); Department of Emergency Medicine, Washington University School of Medicine, St. Louis (House); Department of Health Care Policy, Harvard Medical School, Boston (Kessler); Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston (Koenen); Department of Emergency Medicine, University of North Carolina, Chapel Hill (McLean)
| | - Nathaniel G Harnett
- Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta (Stevens, van Rooij, Ely, Roeckner, Vincent); Division of Depression and Anxiety, McLean Hospital, Belmont, Mass. (Harnett, Lebois, Ressler); Department of Psychiatry, Harvard Medical School, Boston (Harnett, Lebois, Pizzagalli, Ressler); Departments of Emergency Medicine and Health Services, Policy, and Practice, Alpert Medical School of Brown University, Rhode Island Hospital, and the Miriam Hospital, Providence, R.I. (Beaudoin); Department of Anesthesiology, Institute of Trauma Recovery, University of North Carolina, Chapel Hill (An, Linnstaedt, McLean); Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina, Chapel Hill (Zeng); Departments of Psychiatry and Neurology, University of California, San Francisco (Neylan); Department of Biomedical Informatics, Emory University School of Medicine, Atlanta (Clifford); Institute for Technology in Psychiatry (Germine) and Department of Psychiatry (Rauch), McLean Hospital, Belmont, Mass.; Department of Emergency Medicine, Henry Ford Health System, Detroit (Lewandowski); Department of Emergency Medicine, Vanderbilt University Medical Center, Nashville, Tenn. (Storrow); Department of Emergency Medicine, University of Florida College of Medicine, Jacksonville (Hendry, Sheikh); Department of Emergency Medicine, Indiana University School of Medicine, Indianapolis (Musey); Department of Emergency Medicine, University of Massachusetts Medical School, Worcester (Haran); Department of Emergency Medicine, Cooper Medical School of Rowan University, Camden, N.J. (Jones); Department of Emergency Medicine, College of Medicine and College of Nursing, University of Cincinnati, Cincinnati (Punches); Department of Emergency Medicine and Center for Addiction Research, University of Cincinnati College of Medicine, Cincinnati (Lyons); Departments of Emergency Medicine and Surgery, Division of Acute Care Surgery, University of Alabama School of Medicine, Birmingham (Kurz); Center for Injury Science, University of Alabama, Birmingham (Kurz); Department of Emergency Medicine, Boston Medical Center, Boston (McGrath); Departments of Surgery (Pascual) and Neurosurgery (Pascual), Perelman School of Medicine, University of Pennsylvania, Philadelphia; Department of Emergency Medicine, Einstein Health Care Network, Philadelphia (Datner); Department of Emergency Medicine, Jefferson University Hospitals, Philadelphia (Chang); Department of Emergency Medicine, Wayne State University, Detroit (Pearson); Department of Emergency Medicine, Massachusetts General Hospital, Boston (Peak); Department of Emergency Medicine, Saint Joseph Mercy Hospital, Ann Arbor, Mich. (Domeier); Department of Emergency Medicine, Wayne State University School of Medicine, Detroit (O'Neil); Department of Emergency Medicine, University of Massachusetts Medical School-Baystate, Springfield (Rathley); Department of Emergency Medicine, Beth Israel Deaconess Medical Center, Boston (Sanchez); Department of Emergency Medicine, Harvard Medical School, Boston (Sanchez); Department of Psychiatry, Yale School of Medicine, and U.S. Department of Veterans Affairs National Center for Posttraumatic Stress Disorder, Veterans Affairs Connecticut Healthcare System, New Haven, Conn. (Pietrzak); Department of Psychology, Yale University, New Haven, Conn. (Joorman); Department of Psychological and Brain Sciences, Washington University, St. Louis (Barch); Department of Biosciences and Neuroscience and Institute for Behavioral Medicine Research, Ohio State University Wexner Medical Center, Columbus (Sheridan); Department of Psychiatry, University of Pittsburgh, Pittsburgh (Luna); Departments of Anesthesiology and Internal Medicine-Rheumatology, University of Michigan Medical School, Ann Arbor (Harte); the Kolling Institute of Medical Research, Northern Clinical School, University of Sydney, and Faculty of Medicine and Health, University of Sydney, Sydney, Australia (Elliott); Physical Therapy and Human Movement Sciences, Feinberg School of Medicine, Northwestern University, Chicago (Elliott); Department of Psychology, Temple University, Philadelphia (Murty); Department of Psychiatry and Behavioral Neurosciences, Wayne State University, Detroit (Jovanovich); Department of Psychological Sciences, University of Missouri, St. Louis (Bruce); Department of Emergency Medicine, Washington University School of Medicine, St. Louis (House); Department of Health Care Policy, Harvard Medical School, Boston (Kessler); Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston (Koenen); Department of Emergency Medicine, University of North Carolina, Chapel Hill (McLean)
| | - Lauren A M Lebois
- Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta (Stevens, van Rooij, Ely, Roeckner, Vincent); Division of Depression and Anxiety, McLean Hospital, Belmont, Mass. (Harnett, Lebois, Ressler); Department of Psychiatry, Harvard Medical School, Boston (Harnett, Lebois, Pizzagalli, Ressler); Departments of Emergency Medicine and Health Services, Policy, and Practice, Alpert Medical School of Brown University, Rhode Island Hospital, and the Miriam Hospital, Providence, R.I. (Beaudoin); Department of Anesthesiology, Institute of Trauma Recovery, University of North Carolina, Chapel Hill (An, Linnstaedt, McLean); Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina, Chapel Hill (Zeng); Departments of Psychiatry and Neurology, University of California, San Francisco (Neylan); Department of Biomedical Informatics, Emory University School of Medicine, Atlanta (Clifford); Institute for Technology in Psychiatry (Germine) and Department of Psychiatry (Rauch), McLean Hospital, Belmont, Mass.; Department of Emergency Medicine, Henry Ford Health System, Detroit (Lewandowski); Department of Emergency Medicine, Vanderbilt University Medical Center, Nashville, Tenn. (Storrow); Department of Emergency Medicine, University of Florida College of Medicine, Jacksonville (Hendry, Sheikh); Department of Emergency Medicine, Indiana University School of Medicine, Indianapolis (Musey); Department of Emergency Medicine, University of Massachusetts Medical School, Worcester (Haran); Department of Emergency Medicine, Cooper Medical School of Rowan University, Camden, N.J. (Jones); Department of Emergency Medicine, College of Medicine and College of Nursing, University of Cincinnati, Cincinnati (Punches); Department of Emergency Medicine and Center for Addiction Research, University of Cincinnati College of Medicine, Cincinnati (Lyons); Departments of Emergency Medicine and Surgery, Division of Acute Care Surgery, University of Alabama School of Medicine, Birmingham (Kurz); Center for Injury Science, University of Alabama, Birmingham (Kurz); Department of Emergency Medicine, Boston Medical Center, Boston (McGrath); Departments of Surgery (Pascual) and Neurosurgery (Pascual), Perelman School of Medicine, University of Pennsylvania, Philadelphia; Department of Emergency Medicine, Einstein Health Care Network, Philadelphia (Datner); Department of Emergency Medicine, Jefferson University Hospitals, Philadelphia (Chang); Department of Emergency Medicine, Wayne State University, Detroit (Pearson); Department of Emergency Medicine, Massachusetts General Hospital, Boston (Peak); Department of Emergency Medicine, Saint Joseph Mercy Hospital, Ann Arbor, Mich. (Domeier); Department of Emergency Medicine, Wayne State University School of Medicine, Detroit (O'Neil); Department of Emergency Medicine, University of Massachusetts Medical School-Baystate, Springfield (Rathley); Department of Emergency Medicine, Beth Israel Deaconess Medical Center, Boston (Sanchez); Department of Emergency Medicine, Harvard Medical School, Boston (Sanchez); Department of Psychiatry, Yale School of Medicine, and U.S. Department of Veterans Affairs National Center for Posttraumatic Stress Disorder, Veterans Affairs Connecticut Healthcare System, New Haven, Conn. (Pietrzak); Department of Psychology, Yale University, New Haven, Conn. (Joorman); Department of Psychological and Brain Sciences, Washington University, St. Louis (Barch); Department of Biosciences and Neuroscience and Institute for Behavioral Medicine Research, Ohio State University Wexner Medical Center, Columbus (Sheridan); Department of Psychiatry, University of Pittsburgh, Pittsburgh (Luna); Departments of Anesthesiology and Internal Medicine-Rheumatology, University of Michigan Medical School, Ann Arbor (Harte); the Kolling Institute of Medical Research, Northern Clinical School, University of Sydney, and Faculty of Medicine and Health, University of Sydney, Sydney, Australia (Elliott); Physical Therapy and Human Movement Sciences, Feinberg School of Medicine, Northwestern University, Chicago (Elliott); Department of Psychology, Temple University, Philadelphia (Murty); Department of Psychiatry and Behavioral Neurosciences, Wayne State University, Detroit (Jovanovich); Department of Psychological Sciences, University of Missouri, St. Louis (Bruce); Department of Emergency Medicine, Washington University School of Medicine, St. Louis (House); Department of Health Care Policy, Harvard Medical School, Boston (Kessler); Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston (Koenen); Department of Emergency Medicine, University of North Carolina, Chapel Hill (McLean)
| | - Sanne J H van Rooij
- Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta (Stevens, van Rooij, Ely, Roeckner, Vincent); Division of Depression and Anxiety, McLean Hospital, Belmont, Mass. (Harnett, Lebois, Ressler); Department of Psychiatry, Harvard Medical School, Boston (Harnett, Lebois, Pizzagalli, Ressler); Departments of Emergency Medicine and Health Services, Policy, and Practice, Alpert Medical School of Brown University, Rhode Island Hospital, and the Miriam Hospital, Providence, R.I. (Beaudoin); Department of Anesthesiology, Institute of Trauma Recovery, University of North Carolina, Chapel Hill (An, Linnstaedt, McLean); Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina, Chapel Hill (Zeng); Departments of Psychiatry and Neurology, University of California, San Francisco (Neylan); Department of Biomedical Informatics, Emory University School of Medicine, Atlanta (Clifford); Institute for Technology in Psychiatry (Germine) and Department of Psychiatry (Rauch), McLean Hospital, Belmont, Mass.; Department of Emergency Medicine, Henry Ford Health System, Detroit (Lewandowski); Department of Emergency Medicine, Vanderbilt University Medical Center, Nashville, Tenn. (Storrow); Department of Emergency Medicine, University of Florida College of Medicine, Jacksonville (Hendry, Sheikh); Department of Emergency Medicine, Indiana University School of Medicine, Indianapolis (Musey); Department of Emergency Medicine, University of Massachusetts Medical School, Worcester (Haran); Department of Emergency Medicine, Cooper Medical School of Rowan University, Camden, N.J. (Jones); Department of Emergency Medicine, College of Medicine and College of Nursing, University of Cincinnati, Cincinnati (Punches); Department of Emergency Medicine and Center for Addiction Research, University of Cincinnati College of Medicine, Cincinnati (Lyons); Departments of Emergency Medicine and Surgery, Division of Acute Care Surgery, University of Alabama School of Medicine, Birmingham (Kurz); Center for Injury Science, University of Alabama, Birmingham (Kurz); Department of Emergency Medicine, Boston Medical Center, Boston (McGrath); Departments of Surgery (Pascual) and Neurosurgery (Pascual), Perelman School of Medicine, University of Pennsylvania, Philadelphia; Department of Emergency Medicine, Einstein Health Care Network, Philadelphia (Datner); Department of Emergency Medicine, Jefferson University Hospitals, Philadelphia (Chang); Department of Emergency Medicine, Wayne State University, Detroit (Pearson); Department of Emergency Medicine, Massachusetts General Hospital, Boston (Peak); Department of Emergency Medicine, Saint Joseph Mercy Hospital, Ann Arbor, Mich. (Domeier); Department of Emergency Medicine, Wayne State University School of Medicine, Detroit (O'Neil); Department of Emergency Medicine, University of Massachusetts Medical School-Baystate, Springfield (Rathley); Department of Emergency Medicine, Beth Israel Deaconess Medical Center, Boston (Sanchez); Department of Emergency Medicine, Harvard Medical School, Boston (Sanchez); Department of Psychiatry, Yale School of Medicine, and U.S. Department of Veterans Affairs National Center for Posttraumatic Stress Disorder, Veterans Affairs Connecticut Healthcare System, New Haven, Conn. (Pietrzak); Department of Psychology, Yale University, New Haven, Conn. (Joorman); Department of Psychological and Brain Sciences, Washington University, St. Louis (Barch); Department of Biosciences and Neuroscience and Institute for Behavioral Medicine Research, Ohio State University Wexner Medical Center, Columbus (Sheridan); Department of Psychiatry, University of Pittsburgh, Pittsburgh (Luna); Departments of Anesthesiology and Internal Medicine-Rheumatology, University of Michigan Medical School, Ann Arbor (Harte); the Kolling Institute of Medical Research, Northern Clinical School, University of Sydney, and Faculty of Medicine and Health, University of Sydney, Sydney, Australia (Elliott); Physical Therapy and Human Movement Sciences, Feinberg School of Medicine, Northwestern University, Chicago (Elliott); Department of Psychology, Temple University, Philadelphia (Murty); Department of Psychiatry and Behavioral Neurosciences, Wayne State University, Detroit (Jovanovich); Department of Psychological Sciences, University of Missouri, St. Louis (Bruce); Department of Emergency Medicine, Washington University School of Medicine, St. Louis (House); Department of Health Care Policy, Harvard Medical School, Boston (Kessler); Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston (Koenen); Department of Emergency Medicine, University of North Carolina, Chapel Hill (McLean)
| | - Timothy D Ely
- Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta (Stevens, van Rooij, Ely, Roeckner, Vincent); Division of Depression and Anxiety, McLean Hospital, Belmont, Mass. (Harnett, Lebois, Ressler); Department of Psychiatry, Harvard Medical School, Boston (Harnett, Lebois, Pizzagalli, Ressler); Departments of Emergency Medicine and Health Services, Policy, and Practice, Alpert Medical School of Brown University, Rhode Island Hospital, and the Miriam Hospital, Providence, R.I. (Beaudoin); Department of Anesthesiology, Institute of Trauma Recovery, University of North Carolina, Chapel Hill (An, Linnstaedt, McLean); Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina, Chapel Hill (Zeng); Departments of Psychiatry and Neurology, University of California, San Francisco (Neylan); Department of Biomedical Informatics, Emory University School of Medicine, Atlanta (Clifford); Institute for Technology in Psychiatry (Germine) and Department of Psychiatry (Rauch), McLean Hospital, Belmont, Mass.; Department of Emergency Medicine, Henry Ford Health System, Detroit (Lewandowski); Department of Emergency Medicine, Vanderbilt University Medical Center, Nashville, Tenn. (Storrow); Department of Emergency Medicine, University of Florida College of Medicine, Jacksonville (Hendry, Sheikh); Department of Emergency Medicine, Indiana University School of Medicine, Indianapolis (Musey); Department of Emergency Medicine, University of Massachusetts Medical School, Worcester (Haran); Department of Emergency Medicine, Cooper Medical School of Rowan University, Camden, N.J. (Jones); Department of Emergency Medicine, College of Medicine and College of Nursing, University of Cincinnati, Cincinnati (Punches); Department of Emergency Medicine and Center for Addiction Research, University of Cincinnati College of Medicine, Cincinnati (Lyons); Departments of Emergency Medicine and Surgery, Division of Acute Care Surgery, University of Alabama School of Medicine, Birmingham (Kurz); Center for Injury Science, University of Alabama, Birmingham (Kurz); Department of Emergency Medicine, Boston Medical Center, Boston (McGrath); Departments of Surgery (Pascual) and Neurosurgery (Pascual), Perelman School of Medicine, University of Pennsylvania, Philadelphia; Department of Emergency Medicine, Einstein Health Care Network, Philadelphia (Datner); Department of Emergency Medicine, Jefferson University Hospitals, Philadelphia (Chang); Department of Emergency Medicine, Wayne State University, Detroit (Pearson); Department of Emergency Medicine, Massachusetts General Hospital, Boston (Peak); Department of Emergency Medicine, Saint Joseph Mercy Hospital, Ann Arbor, Mich. (Domeier); Department of Emergency Medicine, Wayne State University School of Medicine, Detroit (O'Neil); Department of Emergency Medicine, University of Massachusetts Medical School-Baystate, Springfield (Rathley); Department of Emergency Medicine, Beth Israel Deaconess Medical Center, Boston (Sanchez); Department of Emergency Medicine, Harvard Medical School, Boston (Sanchez); Department of Psychiatry, Yale School of Medicine, and U.S. Department of Veterans Affairs National Center for Posttraumatic Stress Disorder, Veterans Affairs Connecticut Healthcare System, New Haven, Conn. (Pietrzak); Department of Psychology, Yale University, New Haven, Conn. (Joorman); Department of Psychological and Brain Sciences, Washington University, St. Louis (Barch); Department of Biosciences and Neuroscience and Institute for Behavioral Medicine Research, Ohio State University Wexner Medical Center, Columbus (Sheridan); Department of Psychiatry, University of Pittsburgh, Pittsburgh (Luna); Departments of Anesthesiology and Internal Medicine-Rheumatology, University of Michigan Medical School, Ann Arbor (Harte); the Kolling Institute of Medical Research, Northern Clinical School, University of Sydney, and Faculty of Medicine and Health, University of Sydney, Sydney, Australia (Elliott); Physical Therapy and Human Movement Sciences, Feinberg School of Medicine, Northwestern University, Chicago (Elliott); Department of Psychology, Temple University, Philadelphia (Murty); Department of Psychiatry and Behavioral Neurosciences, Wayne State University, Detroit (Jovanovich); Department of Psychological Sciences, University of Missouri, St. Louis (Bruce); Department of Emergency Medicine, Washington University School of Medicine, St. Louis (House); Department of Health Care Policy, Harvard Medical School, Boston (Kessler); Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston (Koenen); Department of Emergency Medicine, University of North Carolina, Chapel Hill (McLean)
| | - Alyssa Roeckner
- Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta (Stevens, van Rooij, Ely, Roeckner, Vincent); Division of Depression and Anxiety, McLean Hospital, Belmont, Mass. (Harnett, Lebois, Ressler); Department of Psychiatry, Harvard Medical School, Boston (Harnett, Lebois, Pizzagalli, Ressler); Departments of Emergency Medicine and Health Services, Policy, and Practice, Alpert Medical School of Brown University, Rhode Island Hospital, and the Miriam Hospital, Providence, R.I. (Beaudoin); Department of Anesthesiology, Institute of Trauma Recovery, University of North Carolina, Chapel Hill (An, Linnstaedt, McLean); Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina, Chapel Hill (Zeng); Departments of Psychiatry and Neurology, University of California, San Francisco (Neylan); Department of Biomedical Informatics, Emory University School of Medicine, Atlanta (Clifford); Institute for Technology in Psychiatry (Germine) and Department of Psychiatry (Rauch), McLean Hospital, Belmont, Mass.; Department of Emergency Medicine, Henry Ford Health System, Detroit (Lewandowski); Department of Emergency Medicine, Vanderbilt University Medical Center, Nashville, Tenn. (Storrow); Department of Emergency Medicine, University of Florida College of Medicine, Jacksonville (Hendry, Sheikh); Department of Emergency Medicine, Indiana University School of Medicine, Indianapolis (Musey); Department of Emergency Medicine, University of Massachusetts Medical School, Worcester (Haran); Department of Emergency Medicine, Cooper Medical School of Rowan University, Camden, N.J. (Jones); Department of Emergency Medicine, College of Medicine and College of Nursing, University of Cincinnati, Cincinnati (Punches); Department of Emergency Medicine and Center for Addiction Research, University of Cincinnati College of Medicine, Cincinnati (Lyons); Departments of Emergency Medicine and Surgery, Division of Acute Care Surgery, University of Alabama School of Medicine, Birmingham (Kurz); Center for Injury Science, University of Alabama, Birmingham (Kurz); Department of Emergency Medicine, Boston Medical Center, Boston (McGrath); Departments of Surgery (Pascual) and Neurosurgery (Pascual), Perelman School of Medicine, University of Pennsylvania, Philadelphia; Department of Emergency Medicine, Einstein Health Care Network, Philadelphia (Datner); Department of Emergency Medicine, Jefferson University Hospitals, Philadelphia (Chang); Department of Emergency Medicine, Wayne State University, Detroit (Pearson); Department of Emergency Medicine, Massachusetts General Hospital, Boston (Peak); Department of Emergency Medicine, Saint Joseph Mercy Hospital, Ann Arbor, Mich. (Domeier); Department of Emergency Medicine, Wayne State University School of Medicine, Detroit (O'Neil); Department of Emergency Medicine, University of Massachusetts Medical School-Baystate, Springfield (Rathley); Department of Emergency Medicine, Beth Israel Deaconess Medical Center, Boston (Sanchez); Department of Emergency Medicine, Harvard Medical School, Boston (Sanchez); Department of Psychiatry, Yale School of Medicine, and U.S. Department of Veterans Affairs National Center for Posttraumatic Stress Disorder, Veterans Affairs Connecticut Healthcare System, New Haven, Conn. (Pietrzak); Department of Psychology, Yale University, New Haven, Conn. (Joorman); Department of Psychological and Brain Sciences, Washington University, St. Louis (Barch); Department of Biosciences and Neuroscience and Institute for Behavioral Medicine Research, Ohio State University Wexner Medical Center, Columbus (Sheridan); Department of Psychiatry, University of Pittsburgh, Pittsburgh (Luna); Departments of Anesthesiology and Internal Medicine-Rheumatology, University of Michigan Medical School, Ann Arbor (Harte); the Kolling Institute of Medical Research, Northern Clinical School, University of Sydney, and Faculty of Medicine and Health, University of Sydney, Sydney, Australia (Elliott); Physical Therapy and Human Movement Sciences, Feinberg School of Medicine, Northwestern University, Chicago (Elliott); Department of Psychology, Temple University, Philadelphia (Murty); Department of Psychiatry and Behavioral Neurosciences, Wayne State University, Detroit (Jovanovich); Department of Psychological Sciences, University of Missouri, St. Louis (Bruce); Department of Emergency Medicine, Washington University School of Medicine, St. Louis (House); Department of Health Care Policy, Harvard Medical School, Boston (Kessler); Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston (Koenen); Department of Emergency Medicine, University of North Carolina, Chapel Hill (McLean)
| | - Nico Vincent
- Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta (Stevens, van Rooij, Ely, Roeckner, Vincent); Division of Depression and Anxiety, McLean Hospital, Belmont, Mass. (Harnett, Lebois, Ressler); Department of Psychiatry, Harvard Medical School, Boston (Harnett, Lebois, Pizzagalli, Ressler); Departments of Emergency Medicine and Health Services, Policy, and Practice, Alpert Medical School of Brown University, Rhode Island Hospital, and the Miriam Hospital, Providence, R.I. (Beaudoin); Department of Anesthesiology, Institute of Trauma Recovery, University of North Carolina, Chapel Hill (An, Linnstaedt, McLean); Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina, Chapel Hill (Zeng); Departments of Psychiatry and Neurology, University of California, San Francisco (Neylan); Department of Biomedical Informatics, Emory University School of Medicine, Atlanta (Clifford); Institute for Technology in Psychiatry (Germine) and Department of Psychiatry (Rauch), McLean Hospital, Belmont, Mass.; Department of Emergency Medicine, Henry Ford Health System, Detroit (Lewandowski); Department of Emergency Medicine, Vanderbilt University Medical Center, Nashville, Tenn. (Storrow); Department of Emergency Medicine, University of Florida College of Medicine, Jacksonville (Hendry, Sheikh); Department of Emergency Medicine, Indiana University School of Medicine, Indianapolis (Musey); Department of Emergency Medicine, University of Massachusetts Medical School, Worcester (Haran); Department of Emergency Medicine, Cooper Medical School of Rowan University, Camden, N.J. (Jones); Department of Emergency Medicine, College of Medicine and College of Nursing, University of Cincinnati, Cincinnati (Punches); Department of Emergency Medicine and Center for Addiction Research, University of Cincinnati College of Medicine, Cincinnati (Lyons); Departments of Emergency Medicine and Surgery, Division of Acute Care Surgery, University of Alabama School of Medicine, Birmingham (Kurz); Center for Injury Science, University of Alabama, Birmingham (Kurz); Department of Emergency Medicine, Boston Medical Center, Boston (McGrath); Departments of Surgery (Pascual) and Neurosurgery (Pascual), Perelman School of Medicine, University of Pennsylvania, Philadelphia; Department of Emergency Medicine, Einstein Health Care Network, Philadelphia (Datner); Department of Emergency Medicine, Jefferson University Hospitals, Philadelphia (Chang); Department of Emergency Medicine, Wayne State University, Detroit (Pearson); Department of Emergency Medicine, Massachusetts General Hospital, Boston (Peak); Department of Emergency Medicine, Saint Joseph Mercy Hospital, Ann Arbor, Mich. (Domeier); Department of Emergency Medicine, Wayne State University School of Medicine, Detroit (O'Neil); Department of Emergency Medicine, University of Massachusetts Medical School-Baystate, Springfield (Rathley); Department of Emergency Medicine, Beth Israel Deaconess Medical Center, Boston (Sanchez); Department of Emergency Medicine, Harvard Medical School, Boston (Sanchez); Department of Psychiatry, Yale School of Medicine, and U.S. Department of Veterans Affairs National Center for Posttraumatic Stress Disorder, Veterans Affairs Connecticut Healthcare System, New Haven, Conn. (Pietrzak); Department of Psychology, Yale University, New Haven, Conn. (Joorman); Department of Psychological and Brain Sciences, Washington University, St. Louis (Barch); Department of Biosciences and Neuroscience and Institute for Behavioral Medicine Research, Ohio State University Wexner Medical Center, Columbus (Sheridan); Department of Psychiatry, University of Pittsburgh, Pittsburgh (Luna); Departments of Anesthesiology and Internal Medicine-Rheumatology, University of Michigan Medical School, Ann Arbor (Harte); the Kolling Institute of Medical Research, Northern Clinical School, University of Sydney, and Faculty of Medicine and Health, University of Sydney, Sydney, Australia (Elliott); Physical Therapy and Human Movement Sciences, Feinberg School of Medicine, Northwestern University, Chicago (Elliott); Department of Psychology, Temple University, Philadelphia (Murty); Department of Psychiatry and Behavioral Neurosciences, Wayne State University, Detroit (Jovanovich); Department of Psychological Sciences, University of Missouri, St. Louis (Bruce); Department of Emergency Medicine, Washington University School of Medicine, St. Louis (House); Department of Health Care Policy, Harvard Medical School, Boston (Kessler); Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston (Koenen); Department of Emergency Medicine, University of North Carolina, Chapel Hill (McLean)
| | - Francesca L Beaudoin
- Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta (Stevens, van Rooij, Ely, Roeckner, Vincent); Division of Depression and Anxiety, McLean Hospital, Belmont, Mass. (Harnett, Lebois, Ressler); Department of Psychiatry, Harvard Medical School, Boston (Harnett, Lebois, Pizzagalli, Ressler); Departments of Emergency Medicine and Health Services, Policy, and Practice, Alpert Medical School of Brown University, Rhode Island Hospital, and the Miriam Hospital, Providence, R.I. (Beaudoin); Department of Anesthesiology, Institute of Trauma Recovery, University of North Carolina, Chapel Hill (An, Linnstaedt, McLean); Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina, Chapel Hill (Zeng); Departments of Psychiatry and Neurology, University of California, San Francisco (Neylan); Department of Biomedical Informatics, Emory University School of Medicine, Atlanta (Clifford); Institute for Technology in Psychiatry (Germine) and Department of Psychiatry (Rauch), McLean Hospital, Belmont, Mass.; Department of Emergency Medicine, Henry Ford Health System, Detroit (Lewandowski); Department of Emergency Medicine, Vanderbilt University Medical Center, Nashville, Tenn. (Storrow); Department of Emergency Medicine, University of Florida College of Medicine, Jacksonville (Hendry, Sheikh); Department of Emergency Medicine, Indiana University School of Medicine, Indianapolis (Musey); Department of Emergency Medicine, University of Massachusetts Medical School, Worcester (Haran); Department of Emergency Medicine, Cooper Medical School of Rowan University, Camden, N.J. (Jones); Department of Emergency Medicine, College of Medicine and College of Nursing, University of Cincinnati, Cincinnati (Punches); Department of Emergency Medicine and Center for Addiction Research, University of Cincinnati College of Medicine, Cincinnati (Lyons); Departments of Emergency Medicine and Surgery, Division of Acute Care Surgery, University of Alabama School of Medicine, Birmingham (Kurz); Center for Injury Science, University of Alabama, Birmingham (Kurz); Department of Emergency Medicine, Boston Medical Center, Boston (McGrath); Departments of Surgery (Pascual) and Neurosurgery (Pascual), Perelman School of Medicine, University of Pennsylvania, Philadelphia; Department of Emergency Medicine, Einstein Health Care Network, Philadelphia (Datner); Department of Emergency Medicine, Jefferson University Hospitals, Philadelphia (Chang); Department of Emergency Medicine, Wayne State University, Detroit (Pearson); Department of Emergency Medicine, Massachusetts General Hospital, Boston (Peak); Department of Emergency Medicine, Saint Joseph Mercy Hospital, Ann Arbor, Mich. (Domeier); Department of Emergency Medicine, Wayne State University School of Medicine, Detroit (O'Neil); Department of Emergency Medicine, University of Massachusetts Medical School-Baystate, Springfield (Rathley); Department of Emergency Medicine, Beth Israel Deaconess Medical Center, Boston (Sanchez); Department of Emergency Medicine, Harvard Medical School, Boston (Sanchez); Department of Psychiatry, Yale School of Medicine, and U.S. Department of Veterans Affairs National Center for Posttraumatic Stress Disorder, Veterans Affairs Connecticut Healthcare System, New Haven, Conn. (Pietrzak); Department of Psychology, Yale University, New Haven, Conn. (Joorman); Department of Psychological and Brain Sciences, Washington University, St. Louis (Barch); Department of Biosciences and Neuroscience and Institute for Behavioral Medicine Research, Ohio State University Wexner Medical Center, Columbus (Sheridan); Department of Psychiatry, University of Pittsburgh, Pittsburgh (Luna); Departments of Anesthesiology and Internal Medicine-Rheumatology, University of Michigan Medical School, Ann Arbor (Harte); the Kolling Institute of Medical Research, Northern Clinical School, University of Sydney, and Faculty of Medicine and Health, University of Sydney, Sydney, Australia (Elliott); Physical Therapy and Human Movement Sciences, Feinberg School of Medicine, Northwestern University, Chicago (Elliott); Department of Psychology, Temple University, Philadelphia (Murty); Department of Psychiatry and Behavioral Neurosciences, Wayne State University, Detroit (Jovanovich); Department of Psychological Sciences, University of Missouri, St. Louis (Bruce); Department of Emergency Medicine, Washington University School of Medicine, St. Louis (House); Department of Health Care Policy, Harvard Medical School, Boston (Kessler); Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston (Koenen); Department of Emergency Medicine, University of North Carolina, Chapel Hill (McLean)
| | - Xinming An
- Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta (Stevens, van Rooij, Ely, Roeckner, Vincent); Division of Depression and Anxiety, McLean Hospital, Belmont, Mass. (Harnett, Lebois, Ressler); Department of Psychiatry, Harvard Medical School, Boston (Harnett, Lebois, Pizzagalli, Ressler); Departments of Emergency Medicine and Health Services, Policy, and Practice, Alpert Medical School of Brown University, Rhode Island Hospital, and the Miriam Hospital, Providence, R.I. (Beaudoin); Department of Anesthesiology, Institute of Trauma Recovery, University of North Carolina, Chapel Hill (An, Linnstaedt, McLean); Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina, Chapel Hill (Zeng); Departments of Psychiatry and Neurology, University of California, San Francisco (Neylan); Department of Biomedical Informatics, Emory University School of Medicine, Atlanta (Clifford); Institute for Technology in Psychiatry (Germine) and Department of Psychiatry (Rauch), McLean Hospital, Belmont, Mass.; Department of Emergency Medicine, Henry Ford Health System, Detroit (Lewandowski); Department of Emergency Medicine, Vanderbilt University Medical Center, Nashville, Tenn. (Storrow); Department of Emergency Medicine, University of Florida College of Medicine, Jacksonville (Hendry, Sheikh); Department of Emergency Medicine, Indiana University School of Medicine, Indianapolis (Musey); Department of Emergency Medicine, University of Massachusetts Medical School, Worcester (Haran); Department of Emergency Medicine, Cooper Medical School of Rowan University, Camden, N.J. (Jones); Department of Emergency Medicine, College of Medicine and College of Nursing, University of Cincinnati, Cincinnati (Punches); Department of Emergency Medicine and Center for Addiction Research, University of Cincinnati College of Medicine, Cincinnati (Lyons); Departments of Emergency Medicine and Surgery, Division of Acute Care Surgery, University of Alabama School of Medicine, Birmingham (Kurz); Center for Injury Science, University of Alabama, Birmingham (Kurz); Department of Emergency Medicine, Boston Medical Center, Boston (McGrath); Departments of Surgery (Pascual) and Neurosurgery (Pascual), Perelman School of Medicine, University of Pennsylvania, Philadelphia; Department of Emergency Medicine, Einstein Health Care Network, Philadelphia (Datner); Department of Emergency Medicine, Jefferson University Hospitals, Philadelphia (Chang); Department of Emergency Medicine, Wayne State University, Detroit (Pearson); Department of Emergency Medicine, Massachusetts General Hospital, Boston (Peak); Department of Emergency Medicine, Saint Joseph Mercy Hospital, Ann Arbor, Mich. (Domeier); Department of Emergency Medicine, Wayne State University School of Medicine, Detroit (O'Neil); Department of Emergency Medicine, University of Massachusetts Medical School-Baystate, Springfield (Rathley); Department of Emergency Medicine, Beth Israel Deaconess Medical Center, Boston (Sanchez); Department of Emergency Medicine, Harvard Medical School, Boston (Sanchez); Department of Psychiatry, Yale School of Medicine, and U.S. Department of Veterans Affairs National Center for Posttraumatic Stress Disorder, Veterans Affairs Connecticut Healthcare System, New Haven, Conn. (Pietrzak); Department of Psychology, Yale University, New Haven, Conn. (Joorman); Department of Psychological and Brain Sciences, Washington University, St. Louis (Barch); Department of Biosciences and Neuroscience and Institute for Behavioral Medicine Research, Ohio State University Wexner Medical Center, Columbus (Sheridan); Department of Psychiatry, University of Pittsburgh, Pittsburgh (Luna); Departments of Anesthesiology and Internal Medicine-Rheumatology, University of Michigan Medical School, Ann Arbor (Harte); the Kolling Institute of Medical Research, Northern Clinical School, University of Sydney, and Faculty of Medicine and Health, University of Sydney, Sydney, Australia (Elliott); Physical Therapy and Human Movement Sciences, Feinberg School of Medicine, Northwestern University, Chicago (Elliott); Department of Psychology, Temple University, Philadelphia (Murty); Department of Psychiatry and Behavioral Neurosciences, Wayne State University, Detroit (Jovanovich); Department of Psychological Sciences, University of Missouri, St. Louis (Bruce); Department of Emergency Medicine, Washington University School of Medicine, St. Louis (House); Department of Health Care Policy, Harvard Medical School, Boston (Kessler); Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston (Koenen); Department of Emergency Medicine, University of North Carolina, Chapel Hill (McLean)
| | - Donglin Zeng
- Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta (Stevens, van Rooij, Ely, Roeckner, Vincent); Division of Depression and Anxiety, McLean Hospital, Belmont, Mass. (Harnett, Lebois, Ressler); Department of Psychiatry, Harvard Medical School, Boston (Harnett, Lebois, Pizzagalli, Ressler); Departments of Emergency Medicine and Health Services, Policy, and Practice, Alpert Medical School of Brown University, Rhode Island Hospital, and the Miriam Hospital, Providence, R.I. (Beaudoin); Department of Anesthesiology, Institute of Trauma Recovery, University of North Carolina, Chapel Hill (An, Linnstaedt, McLean); Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina, Chapel Hill (Zeng); Departments of Psychiatry and Neurology, University of California, San Francisco (Neylan); Department of Biomedical Informatics, Emory University School of Medicine, Atlanta (Clifford); Institute for Technology in Psychiatry (Germine) and Department of Psychiatry (Rauch), McLean Hospital, Belmont, Mass.; Department of Emergency Medicine, Henry Ford Health System, Detroit (Lewandowski); Department of Emergency Medicine, Vanderbilt University Medical Center, Nashville, Tenn. (Storrow); Department of Emergency Medicine, University of Florida College of Medicine, Jacksonville (Hendry, Sheikh); Department of Emergency Medicine, Indiana University School of Medicine, Indianapolis (Musey); Department of Emergency Medicine, University of Massachusetts Medical School, Worcester (Haran); Department of Emergency Medicine, Cooper Medical School of Rowan University, Camden, N.J. (Jones); Department of Emergency Medicine, College of Medicine and College of Nursing, University of Cincinnati, Cincinnati (Punches); Department of Emergency Medicine and Center for Addiction Research, University of Cincinnati College of Medicine, Cincinnati (Lyons); Departments of Emergency Medicine and Surgery, Division of Acute Care Surgery, University of Alabama School of Medicine, Birmingham (Kurz); Center for Injury Science, University of Alabama, Birmingham (Kurz); Department of Emergency Medicine, Boston Medical Center, Boston (McGrath); Departments of Surgery (Pascual) and Neurosurgery (Pascual), Perelman School of Medicine, University of Pennsylvania, Philadelphia; Department of Emergency Medicine, Einstein Health Care Network, Philadelphia (Datner); Department of Emergency Medicine, Jefferson University Hospitals, Philadelphia (Chang); Department of Emergency Medicine, Wayne State University, Detroit (Pearson); Department of Emergency Medicine, Massachusetts General Hospital, Boston (Peak); Department of Emergency Medicine, Saint Joseph Mercy Hospital, Ann Arbor, Mich. (Domeier); Department of Emergency Medicine, Wayne State University School of Medicine, Detroit (O'Neil); Department of Emergency Medicine, University of Massachusetts Medical School-Baystate, Springfield (Rathley); Department of Emergency Medicine, Beth Israel Deaconess Medical Center, Boston (Sanchez); Department of Emergency Medicine, Harvard Medical School, Boston (Sanchez); Department of Psychiatry, Yale School of Medicine, and U.S. Department of Veterans Affairs National Center for Posttraumatic Stress Disorder, Veterans Affairs Connecticut Healthcare System, New Haven, Conn. (Pietrzak); Department of Psychology, Yale University, New Haven, Conn. (Joorman); Department of Psychological and Brain Sciences, Washington University, St. Louis (Barch); Department of Biosciences and Neuroscience and Institute for Behavioral Medicine Research, Ohio State University Wexner Medical Center, Columbus (Sheridan); Department of Psychiatry, University of Pittsburgh, Pittsburgh (Luna); Departments of Anesthesiology and Internal Medicine-Rheumatology, University of Michigan Medical School, Ann Arbor (Harte); the Kolling Institute of Medical Research, Northern Clinical School, University of Sydney, and Faculty of Medicine and Health, University of Sydney, Sydney, Australia (Elliott); Physical Therapy and Human Movement Sciences, Feinberg School of Medicine, Northwestern University, Chicago (Elliott); Department of Psychology, Temple University, Philadelphia (Murty); Department of Psychiatry and Behavioral Neurosciences, Wayne State University, Detroit (Jovanovich); Department of Psychological Sciences, University of Missouri, St. Louis (Bruce); Department of Emergency Medicine, Washington University School of Medicine, St. Louis (House); Department of Health Care Policy, Harvard Medical School, Boston (Kessler); Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston (Koenen); Department of Emergency Medicine, University of North Carolina, Chapel Hill (McLean)
| | - Thomas C Neylan
- Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta (Stevens, van Rooij, Ely, Roeckner, Vincent); Division of Depression and Anxiety, McLean Hospital, Belmont, Mass. (Harnett, Lebois, Ressler); Department of Psychiatry, Harvard Medical School, Boston (Harnett, Lebois, Pizzagalli, Ressler); Departments of Emergency Medicine and Health Services, Policy, and Practice, Alpert Medical School of Brown University, Rhode Island Hospital, and the Miriam Hospital, Providence, R.I. (Beaudoin); Department of Anesthesiology, Institute of Trauma Recovery, University of North Carolina, Chapel Hill (An, Linnstaedt, McLean); Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina, Chapel Hill (Zeng); Departments of Psychiatry and Neurology, University of California, San Francisco (Neylan); Department of Biomedical Informatics, Emory University School of Medicine, Atlanta (Clifford); Institute for Technology in Psychiatry (Germine) and Department of Psychiatry (Rauch), McLean Hospital, Belmont, Mass.; Department of Emergency Medicine, Henry Ford Health System, Detroit (Lewandowski); Department of Emergency Medicine, Vanderbilt University Medical Center, Nashville, Tenn. (Storrow); Department of Emergency Medicine, University of Florida College of Medicine, Jacksonville (Hendry, Sheikh); Department of Emergency Medicine, Indiana University School of Medicine, Indianapolis (Musey); Department of Emergency Medicine, University of Massachusetts Medical School, Worcester (Haran); Department of Emergency Medicine, Cooper Medical School of Rowan University, Camden, N.J. (Jones); Department of Emergency Medicine, College of Medicine and College of Nursing, University of Cincinnati, Cincinnati (Punches); Department of Emergency Medicine and Center for Addiction Research, University of Cincinnati College of Medicine, Cincinnati (Lyons); Departments of Emergency Medicine and Surgery, Division of Acute Care Surgery, University of Alabama School of Medicine, Birmingham (Kurz); Center for Injury Science, University of Alabama, Birmingham (Kurz); Department of Emergency Medicine, Boston Medical Center, Boston (McGrath); Departments of Surgery (Pascual) and Neurosurgery (Pascual), Perelman School of Medicine, University of Pennsylvania, Philadelphia; Department of Emergency Medicine, Einstein Health Care Network, Philadelphia (Datner); Department of Emergency Medicine, Jefferson University Hospitals, Philadelphia (Chang); Department of Emergency Medicine, Wayne State University, Detroit (Pearson); Department of Emergency Medicine, Massachusetts General Hospital, Boston (Peak); Department of Emergency Medicine, Saint Joseph Mercy Hospital, Ann Arbor, Mich. (Domeier); Department of Emergency Medicine, Wayne State University School of Medicine, Detroit (O'Neil); Department of Emergency Medicine, University of Massachusetts Medical School-Baystate, Springfield (Rathley); Department of Emergency Medicine, Beth Israel Deaconess Medical Center, Boston (Sanchez); Department of Emergency Medicine, Harvard Medical School, Boston (Sanchez); Department of Psychiatry, Yale School of Medicine, and U.S. Department of Veterans Affairs National Center for Posttraumatic Stress Disorder, Veterans Affairs Connecticut Healthcare System, New Haven, Conn. (Pietrzak); Department of Psychology, Yale University, New Haven, Conn. (Joorman); Department of Psychological and Brain Sciences, Washington University, St. Louis (Barch); Department of Biosciences and Neuroscience and Institute for Behavioral Medicine Research, Ohio State University Wexner Medical Center, Columbus (Sheridan); Department of Psychiatry, University of Pittsburgh, Pittsburgh (Luna); Departments of Anesthesiology and Internal Medicine-Rheumatology, University of Michigan Medical School, Ann Arbor (Harte); the Kolling Institute of Medical Research, Northern Clinical School, University of Sydney, and Faculty of Medicine and Health, University of Sydney, Sydney, Australia (Elliott); Physical Therapy and Human Movement Sciences, Feinberg School of Medicine, Northwestern University, Chicago (Elliott); Department of Psychology, Temple University, Philadelphia (Murty); Department of Psychiatry and Behavioral Neurosciences, Wayne State University, Detroit (Jovanovich); Department of Psychological Sciences, University of Missouri, St. Louis (Bruce); Department of Emergency Medicine, Washington University School of Medicine, St. Louis (House); Department of Health Care Policy, Harvard Medical School, Boston (Kessler); Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston (Koenen); Department of Emergency Medicine, University of North Carolina, Chapel Hill (McLean)
| | - Gari D Clifford
- Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta (Stevens, van Rooij, Ely, Roeckner, Vincent); Division of Depression and Anxiety, McLean Hospital, Belmont, Mass. (Harnett, Lebois, Ressler); Department of Psychiatry, Harvard Medical School, Boston (Harnett, Lebois, Pizzagalli, Ressler); Departments of Emergency Medicine and Health Services, Policy, and Practice, Alpert Medical School of Brown University, Rhode Island Hospital, and the Miriam Hospital, Providence, R.I. (Beaudoin); Department of Anesthesiology, Institute of Trauma Recovery, University of North Carolina, Chapel Hill (An, Linnstaedt, McLean); Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina, Chapel Hill (Zeng); Departments of Psychiatry and Neurology, University of California, San Francisco (Neylan); Department of Biomedical Informatics, Emory University School of Medicine, Atlanta (Clifford); Institute for Technology in Psychiatry (Germine) and Department of Psychiatry (Rauch), McLean Hospital, Belmont, Mass.; Department of Emergency Medicine, Henry Ford Health System, Detroit (Lewandowski); Department of Emergency Medicine, Vanderbilt University Medical Center, Nashville, Tenn. (Storrow); Department of Emergency Medicine, University of Florida College of Medicine, Jacksonville (Hendry, Sheikh); Department of Emergency Medicine, Indiana University School of Medicine, Indianapolis (Musey); Department of Emergency Medicine, University of Massachusetts Medical School, Worcester (Haran); Department of Emergency Medicine, Cooper Medical School of Rowan University, Camden, N.J. (Jones); Department of Emergency Medicine, College of Medicine and College of Nursing, University of Cincinnati, Cincinnati (Punches); Department of Emergency Medicine and Center for Addiction Research, University of Cincinnati College of Medicine, Cincinnati (Lyons); Departments of Emergency Medicine and Surgery, Division of Acute Care Surgery, University of Alabama School of Medicine, Birmingham (Kurz); Center for Injury Science, University of Alabama, Birmingham (Kurz); Department of Emergency Medicine, Boston Medical Center, Boston (McGrath); Departments of Surgery (Pascual) and Neurosurgery (Pascual), Perelman School of Medicine, University of Pennsylvania, Philadelphia; Department of Emergency Medicine, Einstein Health Care Network, Philadelphia (Datner); Department of Emergency Medicine, Jefferson University Hospitals, Philadelphia (Chang); Department of Emergency Medicine, Wayne State University, Detroit (Pearson); Department of Emergency Medicine, Massachusetts General Hospital, Boston (Peak); Department of Emergency Medicine, Saint Joseph Mercy Hospital, Ann Arbor, Mich. (Domeier); Department of Emergency Medicine, Wayne State University School of Medicine, Detroit (O'Neil); Department of Emergency Medicine, University of Massachusetts Medical School-Baystate, Springfield (Rathley); Department of Emergency Medicine, Beth Israel Deaconess Medical Center, Boston (Sanchez); Department of Emergency Medicine, Harvard Medical School, Boston (Sanchez); Department of Psychiatry, Yale School of Medicine, and U.S. Department of Veterans Affairs National Center for Posttraumatic Stress Disorder, Veterans Affairs Connecticut Healthcare System, New Haven, Conn. (Pietrzak); Department of Psychology, Yale University, New Haven, Conn. (Joorman); Department of Psychological and Brain Sciences, Washington University, St. Louis (Barch); Department of Biosciences and Neuroscience and Institute for Behavioral Medicine Research, Ohio State University Wexner Medical Center, Columbus (Sheridan); Department of Psychiatry, University of Pittsburgh, Pittsburgh (Luna); Departments of Anesthesiology and Internal Medicine-Rheumatology, University of Michigan Medical School, Ann Arbor (Harte); the Kolling Institute of Medical Research, Northern Clinical School, University of Sydney, and Faculty of Medicine and Health, University of Sydney, Sydney, Australia (Elliott); Physical Therapy and Human Movement Sciences, Feinberg School of Medicine, Northwestern University, Chicago (Elliott); Department of Psychology, Temple University, Philadelphia (Murty); Department of Psychiatry and Behavioral Neurosciences, Wayne State University, Detroit (Jovanovich); Department of Psychological Sciences, University of Missouri, St. Louis (Bruce); Department of Emergency Medicine, Washington University School of Medicine, St. Louis (House); Department of Health Care Policy, Harvard Medical School, Boston (Kessler); Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston (Koenen); Department of Emergency Medicine, University of North Carolina, Chapel Hill (McLean)
| | - Sarah D Linnstaedt
- Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta (Stevens, van Rooij, Ely, Roeckner, Vincent); Division of Depression and Anxiety, McLean Hospital, Belmont, Mass. (Harnett, Lebois, Ressler); Department of Psychiatry, Harvard Medical School, Boston (Harnett, Lebois, Pizzagalli, Ressler); Departments of Emergency Medicine and Health Services, Policy, and Practice, Alpert Medical School of Brown University, Rhode Island Hospital, and the Miriam Hospital, Providence, R.I. (Beaudoin); Department of Anesthesiology, Institute of Trauma Recovery, University of North Carolina, Chapel Hill (An, Linnstaedt, McLean); Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina, Chapel Hill (Zeng); Departments of Psychiatry and Neurology, University of California, San Francisco (Neylan); Department of Biomedical Informatics, Emory University School of Medicine, Atlanta (Clifford); Institute for Technology in Psychiatry (Germine) and Department of Psychiatry (Rauch), McLean Hospital, Belmont, Mass.; Department of Emergency Medicine, Henry Ford Health System, Detroit (Lewandowski); Department of Emergency Medicine, Vanderbilt University Medical Center, Nashville, Tenn. (Storrow); Department of Emergency Medicine, University of Florida College of Medicine, Jacksonville (Hendry, Sheikh); Department of Emergency Medicine, Indiana University School of Medicine, Indianapolis (Musey); Department of Emergency Medicine, University of Massachusetts Medical School, Worcester (Haran); Department of Emergency Medicine, Cooper Medical School of Rowan University, Camden, N.J. (Jones); Department of Emergency Medicine, College of Medicine and College of Nursing, University of Cincinnati, Cincinnati (Punches); Department of Emergency Medicine and Center for Addiction Research, University of Cincinnati College of Medicine, Cincinnati (Lyons); Departments of Emergency Medicine and Surgery, Division of Acute Care Surgery, University of Alabama School of Medicine, Birmingham (Kurz); Center for Injury Science, University of Alabama, Birmingham (Kurz); Department of Emergency Medicine, Boston Medical Center, Boston (McGrath); Departments of Surgery (Pascual) and Neurosurgery (Pascual), Perelman School of Medicine, University of Pennsylvania, Philadelphia; Department of Emergency Medicine, Einstein Health Care Network, Philadelphia (Datner); Department of Emergency Medicine, Jefferson University Hospitals, Philadelphia (Chang); Department of Emergency Medicine, Wayne State University, Detroit (Pearson); Department of Emergency Medicine, Massachusetts General Hospital, Boston (Peak); Department of Emergency Medicine, Saint Joseph Mercy Hospital, Ann Arbor, Mich. (Domeier); Department of Emergency Medicine, Wayne State University School of Medicine, Detroit (O'Neil); Department of Emergency Medicine, University of Massachusetts Medical School-Baystate, Springfield (Rathley); Department of Emergency Medicine, Beth Israel Deaconess Medical Center, Boston (Sanchez); Department of Emergency Medicine, Harvard Medical School, Boston (Sanchez); Department of Psychiatry, Yale School of Medicine, and U.S. Department of Veterans Affairs National Center for Posttraumatic Stress Disorder, Veterans Affairs Connecticut Healthcare System, New Haven, Conn. (Pietrzak); Department of Psychology, Yale University, New Haven, Conn. (Joorman); Department of Psychological and Brain Sciences, Washington University, St. Louis (Barch); Department of Biosciences and Neuroscience and Institute for Behavioral Medicine Research, Ohio State University Wexner Medical Center, Columbus (Sheridan); Department of Psychiatry, University of Pittsburgh, Pittsburgh (Luna); Departments of Anesthesiology and Internal Medicine-Rheumatology, University of Michigan Medical School, Ann Arbor (Harte); the Kolling Institute of Medical Research, Northern Clinical School, University of Sydney, and Faculty of Medicine and Health, University of Sydney, Sydney, Australia (Elliott); Physical Therapy and Human Movement Sciences, Feinberg School of Medicine, Northwestern University, Chicago (Elliott); Department of Psychology, Temple University, Philadelphia (Murty); Department of Psychiatry and Behavioral Neurosciences, Wayne State University, Detroit (Jovanovich); Department of Psychological Sciences, University of Missouri, St. Louis (Bruce); Department of Emergency Medicine, Washington University School of Medicine, St. Louis (House); Department of Health Care Policy, Harvard Medical School, Boston (Kessler); Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston (Koenen); Department of Emergency Medicine, University of North Carolina, Chapel Hill (McLean)
| | - Laura T Germine
- Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta (Stevens, van Rooij, Ely, Roeckner, Vincent); Division of Depression and Anxiety, McLean Hospital, Belmont, Mass. (Harnett, Lebois, Ressler); Department of Psychiatry, Harvard Medical School, Boston (Harnett, Lebois, Pizzagalli, Ressler); Departments of Emergency Medicine and Health Services, Policy, and Practice, Alpert Medical School of Brown University, Rhode Island Hospital, and the Miriam Hospital, Providence, R.I. (Beaudoin); Department of Anesthesiology, Institute of Trauma Recovery, University of North Carolina, Chapel Hill (An, Linnstaedt, McLean); Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina, Chapel Hill (Zeng); Departments of Psychiatry and Neurology, University of California, San Francisco (Neylan); Department of Biomedical Informatics, Emory University School of Medicine, Atlanta (Clifford); Institute for Technology in Psychiatry (Germine) and Department of Psychiatry (Rauch), McLean Hospital, Belmont, Mass.; Department of Emergency Medicine, Henry Ford Health System, Detroit (Lewandowski); Department of Emergency Medicine, Vanderbilt University Medical Center, Nashville, Tenn. (Storrow); Department of Emergency Medicine, University of Florida College of Medicine, Jacksonville (Hendry, Sheikh); Department of Emergency Medicine, Indiana University School of Medicine, Indianapolis (Musey); Department of Emergency Medicine, University of Massachusetts Medical School, Worcester (Haran); Department of Emergency Medicine, Cooper Medical School of Rowan University, Camden, N.J. (Jones); Department of Emergency Medicine, College of Medicine and College of Nursing, University of Cincinnati, Cincinnati (Punches); Department of Emergency Medicine and Center for Addiction Research, University of Cincinnati College of Medicine, Cincinnati (Lyons); Departments of Emergency Medicine and Surgery, Division of Acute Care Surgery, University of Alabama School of Medicine, Birmingham (Kurz); Center for Injury Science, University of Alabama, Birmingham (Kurz); Department of Emergency Medicine, Boston Medical Center, Boston (McGrath); Departments of Surgery (Pascual) and Neurosurgery (Pascual), Perelman School of Medicine, University of Pennsylvania, Philadelphia; Department of Emergency Medicine, Einstein Health Care Network, Philadelphia (Datner); Department of Emergency Medicine, Jefferson University Hospitals, Philadelphia (Chang); Department of Emergency Medicine, Wayne State University, Detroit (Pearson); Department of Emergency Medicine, Massachusetts General Hospital, Boston (Peak); Department of Emergency Medicine, Saint Joseph Mercy Hospital, Ann Arbor, Mich. (Domeier); Department of Emergency Medicine, Wayne State University School of Medicine, Detroit (O'Neil); Department of Emergency Medicine, University of Massachusetts Medical School-Baystate, Springfield (Rathley); Department of Emergency Medicine, Beth Israel Deaconess Medical Center, Boston (Sanchez); Department of Emergency Medicine, Harvard Medical School, Boston (Sanchez); Department of Psychiatry, Yale School of Medicine, and U.S. Department of Veterans Affairs National Center for Posttraumatic Stress Disorder, Veterans Affairs Connecticut Healthcare System, New Haven, Conn. (Pietrzak); Department of Psychology, Yale University, New Haven, Conn. (Joorman); Department of Psychological and Brain Sciences, Washington University, St. Louis (Barch); Department of Biosciences and Neuroscience and Institute for Behavioral Medicine Research, Ohio State University Wexner Medical Center, Columbus (Sheridan); Department of Psychiatry, University of Pittsburgh, Pittsburgh (Luna); Departments of Anesthesiology and Internal Medicine-Rheumatology, University of Michigan Medical School, Ann Arbor (Harte); the Kolling Institute of Medical Research, Northern Clinical School, University of Sydney, and Faculty of Medicine and Health, University of Sydney, Sydney, Australia (Elliott); Physical Therapy and Human Movement Sciences, Feinberg School of Medicine, Northwestern University, Chicago (Elliott); Department of Psychology, Temple University, Philadelphia (Murty); Department of Psychiatry and Behavioral Neurosciences, Wayne State University, Detroit (Jovanovich); Department of Psychological Sciences, University of Missouri, St. Louis (Bruce); Department of Emergency Medicine, Washington University School of Medicine, St. Louis (House); Department of Health Care Policy, Harvard Medical School, Boston (Kessler); Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston (Koenen); Department of Emergency Medicine, University of North Carolina, Chapel Hill (McLean)
| | - Scott L Rauch
- Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta (Stevens, van Rooij, Ely, Roeckner, Vincent); Division of Depression and Anxiety, McLean Hospital, Belmont, Mass. (Harnett, Lebois, Ressler); Department of Psychiatry, Harvard Medical School, Boston (Harnett, Lebois, Pizzagalli, Ressler); Departments of Emergency Medicine and Health Services, Policy, and Practice, Alpert Medical School of Brown University, Rhode Island Hospital, and the Miriam Hospital, Providence, R.I. (Beaudoin); Department of Anesthesiology, Institute of Trauma Recovery, University of North Carolina, Chapel Hill (An, Linnstaedt, McLean); Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina, Chapel Hill (Zeng); Departments of Psychiatry and Neurology, University of California, San Francisco (Neylan); Department of Biomedical Informatics, Emory University School of Medicine, Atlanta (Clifford); Institute for Technology in Psychiatry (Germine) and Department of Psychiatry (Rauch), McLean Hospital, Belmont, Mass.; Department of Emergency Medicine, Henry Ford Health System, Detroit (Lewandowski); Department of Emergency Medicine, Vanderbilt University Medical Center, Nashville, Tenn. (Storrow); Department of Emergency Medicine, University of Florida College of Medicine, Jacksonville (Hendry, Sheikh); Department of Emergency Medicine, Indiana University School of Medicine, Indianapolis (Musey); Department of Emergency Medicine, University of Massachusetts Medical School, Worcester (Haran); Department of Emergency Medicine, Cooper Medical School of Rowan University, Camden, N.J. (Jones); Department of Emergency Medicine, College of Medicine and College of Nursing, University of Cincinnati, Cincinnati (Punches); Department of Emergency Medicine and Center for Addiction Research, University of Cincinnati College of Medicine, Cincinnati (Lyons); Departments of Emergency Medicine and Surgery, Division of Acute Care Surgery, University of Alabama School of Medicine, Birmingham (Kurz); Center for Injury Science, University of Alabama, Birmingham (Kurz); Department of Emergency Medicine, Boston Medical Center, Boston (McGrath); Departments of Surgery (Pascual) and Neurosurgery (Pascual), Perelman School of Medicine, University of Pennsylvania, Philadelphia; Department of Emergency Medicine, Einstein Health Care Network, Philadelphia (Datner); Department of Emergency Medicine, Jefferson University Hospitals, Philadelphia (Chang); Department of Emergency Medicine, Wayne State University, Detroit (Pearson); Department of Emergency Medicine, Massachusetts General Hospital, Boston (Peak); Department of Emergency Medicine, Saint Joseph Mercy Hospital, Ann Arbor, Mich. (Domeier); Department of Emergency Medicine, Wayne State University School of Medicine, Detroit (O'Neil); Department of Emergency Medicine, University of Massachusetts Medical School-Baystate, Springfield (Rathley); Department of Emergency Medicine, Beth Israel Deaconess Medical Center, Boston (Sanchez); Department of Emergency Medicine, Harvard Medical School, Boston (Sanchez); Department of Psychiatry, Yale School of Medicine, and U.S. Department of Veterans Affairs National Center for Posttraumatic Stress Disorder, Veterans Affairs Connecticut Healthcare System, New Haven, Conn. (Pietrzak); Department of Psychology, Yale University, New Haven, Conn. (Joorman); Department of Psychological and Brain Sciences, Washington University, St. Louis (Barch); Department of Biosciences and Neuroscience and Institute for Behavioral Medicine Research, Ohio State University Wexner Medical Center, Columbus (Sheridan); Department of Psychiatry, University of Pittsburgh, Pittsburgh (Luna); Departments of Anesthesiology and Internal Medicine-Rheumatology, University of Michigan Medical School, Ann Arbor (Harte); the Kolling Institute of Medical Research, Northern Clinical School, University of Sydney, and Faculty of Medicine and Health, University of Sydney, Sydney, Australia (Elliott); Physical Therapy and Human Movement Sciences, Feinberg School of Medicine, Northwestern University, Chicago (Elliott); Department of Psychology, Temple University, Philadelphia (Murty); Department of Psychiatry and Behavioral Neurosciences, Wayne State University, Detroit (Jovanovich); Department of Psychological Sciences, University of Missouri, St. Louis (Bruce); Department of Emergency Medicine, Washington University School of Medicine, St. Louis (House); Department of Health Care Policy, Harvard Medical School, Boston (Kessler); Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston (Koenen); Department of Emergency Medicine, University of North Carolina, Chapel Hill (McLean)
| | - Christopher Lewandowski
- Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta (Stevens, van Rooij, Ely, Roeckner, Vincent); Division of Depression and Anxiety, McLean Hospital, Belmont, Mass. (Harnett, Lebois, Ressler); Department of Psychiatry, Harvard Medical School, Boston (Harnett, Lebois, Pizzagalli, Ressler); Departments of Emergency Medicine and Health Services, Policy, and Practice, Alpert Medical School of Brown University, Rhode Island Hospital, and the Miriam Hospital, Providence, R.I. (Beaudoin); Department of Anesthesiology, Institute of Trauma Recovery, University of North Carolina, Chapel Hill (An, Linnstaedt, McLean); Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina, Chapel Hill (Zeng); Departments of Psychiatry and Neurology, University of California, San Francisco (Neylan); Department of Biomedical Informatics, Emory University School of Medicine, Atlanta (Clifford); Institute for Technology in Psychiatry (Germine) and Department of Psychiatry (Rauch), McLean Hospital, Belmont, Mass.; Department of Emergency Medicine, Henry Ford Health System, Detroit (Lewandowski); Department of Emergency Medicine, Vanderbilt University Medical Center, Nashville, Tenn. (Storrow); Department of Emergency Medicine, University of Florida College of Medicine, Jacksonville (Hendry, Sheikh); Department of Emergency Medicine, Indiana University School of Medicine, Indianapolis (Musey); Department of Emergency Medicine, University of Massachusetts Medical School, Worcester (Haran); Department of Emergency Medicine, Cooper Medical School of Rowan University, Camden, N.J. (Jones); Department of Emergency Medicine, College of Medicine and College of Nursing, University of Cincinnati, Cincinnati (Punches); Department of Emergency Medicine and Center for Addiction Research, University of Cincinnati College of Medicine, Cincinnati (Lyons); Departments of Emergency Medicine and Surgery, Division of Acute Care Surgery, University of Alabama School of Medicine, Birmingham (Kurz); Center for Injury Science, University of Alabama, Birmingham (Kurz); Department of Emergency Medicine, Boston Medical Center, Boston (McGrath); Departments of Surgery (Pascual) and Neurosurgery (Pascual), Perelman School of Medicine, University of Pennsylvania, Philadelphia; Department of Emergency Medicine, Einstein Health Care Network, Philadelphia (Datner); Department of Emergency Medicine, Jefferson University Hospitals, Philadelphia (Chang); Department of Emergency Medicine, Wayne State University, Detroit (Pearson); Department of Emergency Medicine, Massachusetts General Hospital, Boston (Peak); Department of Emergency Medicine, Saint Joseph Mercy Hospital, Ann Arbor, Mich. (Domeier); Department of Emergency Medicine, Wayne State University School of Medicine, Detroit (O'Neil); Department of Emergency Medicine, University of Massachusetts Medical School-Baystate, Springfield (Rathley); Department of Emergency Medicine, Beth Israel Deaconess Medical Center, Boston (Sanchez); Department of Emergency Medicine, Harvard Medical School, Boston (Sanchez); Department of Psychiatry, Yale School of Medicine, and U.S. Department of Veterans Affairs National Center for Posttraumatic Stress Disorder, Veterans Affairs Connecticut Healthcare System, New Haven, Conn. (Pietrzak); Department of Psychology, Yale University, New Haven, Conn. (Joorman); Department of Psychological and Brain Sciences, Washington University, St. Louis (Barch); Department of Biosciences and Neuroscience and Institute for Behavioral Medicine Research, Ohio State University Wexner Medical Center, Columbus (Sheridan); Department of Psychiatry, University of Pittsburgh, Pittsburgh (Luna); Departments of Anesthesiology and Internal Medicine-Rheumatology, University of Michigan Medical School, Ann Arbor (Harte); the Kolling Institute of Medical Research, Northern Clinical School, University of Sydney, and Faculty of Medicine and Health, University of Sydney, Sydney, Australia (Elliott); Physical Therapy and Human Movement Sciences, Feinberg School of Medicine, Northwestern University, Chicago (Elliott); Department of Psychology, Temple University, Philadelphia (Murty); Department of Psychiatry and Behavioral Neurosciences, Wayne State University, Detroit (Jovanovich); Department of Psychological Sciences, University of Missouri, St. Louis (Bruce); Department of Emergency Medicine, Washington University School of Medicine, St. Louis (House); Department of Health Care Policy, Harvard Medical School, Boston (Kessler); Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston (Koenen); Department of Emergency Medicine, University of North Carolina, Chapel Hill (McLean)
| | - Alan B Storrow
- Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta (Stevens, van Rooij, Ely, Roeckner, Vincent); Division of Depression and Anxiety, McLean Hospital, Belmont, Mass. (Harnett, Lebois, Ressler); Department of Psychiatry, Harvard Medical School, Boston (Harnett, Lebois, Pizzagalli, Ressler); Departments of Emergency Medicine and Health Services, Policy, and Practice, Alpert Medical School of Brown University, Rhode Island Hospital, and the Miriam Hospital, Providence, R.I. (Beaudoin); Department of Anesthesiology, Institute of Trauma Recovery, University of North Carolina, Chapel Hill (An, Linnstaedt, McLean); Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina, Chapel Hill (Zeng); Departments of Psychiatry and Neurology, University of California, San Francisco (Neylan); Department of Biomedical Informatics, Emory University School of Medicine, Atlanta (Clifford); Institute for Technology in Psychiatry (Germine) and Department of Psychiatry (Rauch), McLean Hospital, Belmont, Mass.; Department of Emergency Medicine, Henry Ford Health System, Detroit (Lewandowski); Department of Emergency Medicine, Vanderbilt University Medical Center, Nashville, Tenn. (Storrow); Department of Emergency Medicine, University of Florida College of Medicine, Jacksonville (Hendry, Sheikh); Department of Emergency Medicine, Indiana University School of Medicine, Indianapolis (Musey); Department of Emergency Medicine, University of Massachusetts Medical School, Worcester (Haran); Department of Emergency Medicine, Cooper Medical School of Rowan University, Camden, N.J. (Jones); Department of Emergency Medicine, College of Medicine and College of Nursing, University of Cincinnati, Cincinnati (Punches); Department of Emergency Medicine and Center for Addiction Research, University of Cincinnati College of Medicine, Cincinnati (Lyons); Departments of Emergency Medicine and Surgery, Division of Acute Care Surgery, University of Alabama School of Medicine, Birmingham (Kurz); Center for Injury Science, University of Alabama, Birmingham (Kurz); Department of Emergency Medicine, Boston Medical Center, Boston (McGrath); Departments of Surgery (Pascual) and Neurosurgery (Pascual), Perelman School of Medicine, University of Pennsylvania, Philadelphia; Department of Emergency Medicine, Einstein Health Care Network, Philadelphia (Datner); Department of Emergency Medicine, Jefferson University Hospitals, Philadelphia (Chang); Department of Emergency Medicine, Wayne State University, Detroit (Pearson); Department of Emergency Medicine, Massachusetts General Hospital, Boston (Peak); Department of Emergency Medicine, Saint Joseph Mercy Hospital, Ann Arbor, Mich. (Domeier); Department of Emergency Medicine, Wayne State University School of Medicine, Detroit (O'Neil); Department of Emergency Medicine, University of Massachusetts Medical School-Baystate, Springfield (Rathley); Department of Emergency Medicine, Beth Israel Deaconess Medical Center, Boston (Sanchez); Department of Emergency Medicine, Harvard Medical School, Boston (Sanchez); Department of Psychiatry, Yale School of Medicine, and U.S. Department of Veterans Affairs National Center for Posttraumatic Stress Disorder, Veterans Affairs Connecticut Healthcare System, New Haven, Conn. (Pietrzak); Department of Psychology, Yale University, New Haven, Conn. (Joorman); Department of Psychological and Brain Sciences, Washington University, St. Louis (Barch); Department of Biosciences and Neuroscience and Institute for Behavioral Medicine Research, Ohio State University Wexner Medical Center, Columbus (Sheridan); Department of Psychiatry, University of Pittsburgh, Pittsburgh (Luna); Departments of Anesthesiology and Internal Medicine-Rheumatology, University of Michigan Medical School, Ann Arbor (Harte); the Kolling Institute of Medical Research, Northern Clinical School, University of Sydney, and Faculty of Medicine and Health, University of Sydney, Sydney, Australia (Elliott); Physical Therapy and Human Movement Sciences, Feinberg School of Medicine, Northwestern University, Chicago (Elliott); Department of Psychology, Temple University, Philadelphia (Murty); Department of Psychiatry and Behavioral Neurosciences, Wayne State University, Detroit (Jovanovich); Department of Psychological Sciences, University of Missouri, St. Louis (Bruce); Department of Emergency Medicine, Washington University School of Medicine, St. Louis (House); Department of Health Care Policy, Harvard Medical School, Boston (Kessler); Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston (Koenen); Department of Emergency Medicine, University of North Carolina, Chapel Hill (McLean)
| | - Phyllis L Hendry
- Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta (Stevens, van Rooij, Ely, Roeckner, Vincent); Division of Depression and Anxiety, McLean Hospital, Belmont, Mass. (Harnett, Lebois, Ressler); Department of Psychiatry, Harvard Medical School, Boston (Harnett, Lebois, Pizzagalli, Ressler); Departments of Emergency Medicine and Health Services, Policy, and Practice, Alpert Medical School of Brown University, Rhode Island Hospital, and the Miriam Hospital, Providence, R.I. (Beaudoin); Department of Anesthesiology, Institute of Trauma Recovery, University of North Carolina, Chapel Hill (An, Linnstaedt, McLean); Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina, Chapel Hill (Zeng); Departments of Psychiatry and Neurology, University of California, San Francisco (Neylan); Department of Biomedical Informatics, Emory University School of Medicine, Atlanta (Clifford); Institute for Technology in Psychiatry (Germine) and Department of Psychiatry (Rauch), McLean Hospital, Belmont, Mass.; Department of Emergency Medicine, Henry Ford Health System, Detroit (Lewandowski); Department of Emergency Medicine, Vanderbilt University Medical Center, Nashville, Tenn. (Storrow); Department of Emergency Medicine, University of Florida College of Medicine, Jacksonville (Hendry, Sheikh); Department of Emergency Medicine, Indiana University School of Medicine, Indianapolis (Musey); Department of Emergency Medicine, University of Massachusetts Medical School, Worcester (Haran); Department of Emergency Medicine, Cooper Medical School of Rowan University, Camden, N.J. (Jones); Department of Emergency Medicine, College of Medicine and College of Nursing, University of Cincinnati, Cincinnati (Punches); Department of Emergency Medicine and Center for Addiction Research, University of Cincinnati College of Medicine, Cincinnati (Lyons); Departments of Emergency Medicine and Surgery, Division of Acute Care Surgery, University of Alabama School of Medicine, Birmingham (Kurz); Center for Injury Science, University of Alabama, Birmingham (Kurz); Department of Emergency Medicine, Boston Medical Center, Boston (McGrath); Departments of Surgery (Pascual) and Neurosurgery (Pascual), Perelman School of Medicine, University of Pennsylvania, Philadelphia; Department of Emergency Medicine, Einstein Health Care Network, Philadelphia (Datner); Department of Emergency Medicine, Jefferson University Hospitals, Philadelphia (Chang); Department of Emergency Medicine, Wayne State University, Detroit (Pearson); Department of Emergency Medicine, Massachusetts General Hospital, Boston (Peak); Department of Emergency Medicine, Saint Joseph Mercy Hospital, Ann Arbor, Mich. (Domeier); Department of Emergency Medicine, Wayne State University School of Medicine, Detroit (O'Neil); Department of Emergency Medicine, University of Massachusetts Medical School-Baystate, Springfield (Rathley); Department of Emergency Medicine, Beth Israel Deaconess Medical Center, Boston (Sanchez); Department of Emergency Medicine, Harvard Medical School, Boston (Sanchez); Department of Psychiatry, Yale School of Medicine, and U.S. Department of Veterans Affairs National Center for Posttraumatic Stress Disorder, Veterans Affairs Connecticut Healthcare System, New Haven, Conn. (Pietrzak); Department of Psychology, Yale University, New Haven, Conn. (Joorman); Department of Psychological and Brain Sciences, Washington University, St. Louis (Barch); Department of Biosciences and Neuroscience and Institute for Behavioral Medicine Research, Ohio State University Wexner Medical Center, Columbus (Sheridan); Department of Psychiatry, University of Pittsburgh, Pittsburgh (Luna); Departments of Anesthesiology and Internal Medicine-Rheumatology, University of Michigan Medical School, Ann Arbor (Harte); the Kolling Institute of Medical Research, Northern Clinical School, University of Sydney, and Faculty of Medicine and Health, University of Sydney, Sydney, Australia (Elliott); Physical Therapy and Human Movement Sciences, Feinberg School of Medicine, Northwestern University, Chicago (Elliott); Department of Psychology, Temple University, Philadelphia (Murty); Department of Psychiatry and Behavioral Neurosciences, Wayne State University, Detroit (Jovanovich); Department of Psychological Sciences, University of Missouri, St. Louis (Bruce); Department of Emergency Medicine, Washington University School of Medicine, St. Louis (House); Department of Health Care Policy, Harvard Medical School, Boston (Kessler); Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston (Koenen); Department of Emergency Medicine, University of North Carolina, Chapel Hill (McLean)
| | - Sophia Sheikh
- Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta (Stevens, van Rooij, Ely, Roeckner, Vincent); Division of Depression and Anxiety, McLean Hospital, Belmont, Mass. (Harnett, Lebois, Ressler); Department of Psychiatry, Harvard Medical School, Boston (Harnett, Lebois, Pizzagalli, Ressler); Departments of Emergency Medicine and Health Services, Policy, and Practice, Alpert Medical School of Brown University, Rhode Island Hospital, and the Miriam Hospital, Providence, R.I. (Beaudoin); Department of Anesthesiology, Institute of Trauma Recovery, University of North Carolina, Chapel Hill (An, Linnstaedt, McLean); Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina, Chapel Hill (Zeng); Departments of Psychiatry and Neurology, University of California, San Francisco (Neylan); Department of Biomedical Informatics, Emory University School of Medicine, Atlanta (Clifford); Institute for Technology in Psychiatry (Germine) and Department of Psychiatry (Rauch), McLean Hospital, Belmont, Mass.; Department of Emergency Medicine, Henry Ford Health System, Detroit (Lewandowski); Department of Emergency Medicine, Vanderbilt University Medical Center, Nashville, Tenn. (Storrow); Department of Emergency Medicine, University of Florida College of Medicine, Jacksonville (Hendry, Sheikh); Department of Emergency Medicine, Indiana University School of Medicine, Indianapolis (Musey); Department of Emergency Medicine, University of Massachusetts Medical School, Worcester (Haran); Department of Emergency Medicine, Cooper Medical School of Rowan University, Camden, N.J. (Jones); Department of Emergency Medicine, College of Medicine and College of Nursing, University of Cincinnati, Cincinnati (Punches); Department of Emergency Medicine and Center for Addiction Research, University of Cincinnati College of Medicine, Cincinnati (Lyons); Departments of Emergency Medicine and Surgery, Division of Acute Care Surgery, University of Alabama School of Medicine, Birmingham (Kurz); Center for Injury Science, University of Alabama, Birmingham (Kurz); Department of Emergency Medicine, Boston Medical Center, Boston (McGrath); Departments of Surgery (Pascual) and Neurosurgery (Pascual), Perelman School of Medicine, University of Pennsylvania, Philadelphia; Department of Emergency Medicine, Einstein Health Care Network, Philadelphia (Datner); Department of Emergency Medicine, Jefferson University Hospitals, Philadelphia (Chang); Department of Emergency Medicine, Wayne State University, Detroit (Pearson); Department of Emergency Medicine, Massachusetts General Hospital, Boston (Peak); Department of Emergency Medicine, Saint Joseph Mercy Hospital, Ann Arbor, Mich. (Domeier); Department of Emergency Medicine, Wayne State University School of Medicine, Detroit (O'Neil); Department of Emergency Medicine, University of Massachusetts Medical School-Baystate, Springfield (Rathley); Department of Emergency Medicine, Beth Israel Deaconess Medical Center, Boston (Sanchez); Department of Emergency Medicine, Harvard Medical School, Boston (Sanchez); Department of Psychiatry, Yale School of Medicine, and U.S. Department of Veterans Affairs National Center for Posttraumatic Stress Disorder, Veterans Affairs Connecticut Healthcare System, New Haven, Conn. (Pietrzak); Department of Psychology, Yale University, New Haven, Conn. (Joorman); Department of Psychological and Brain Sciences, Washington University, St. Louis (Barch); Department of Biosciences and Neuroscience and Institute for Behavioral Medicine Research, Ohio State University Wexner Medical Center, Columbus (Sheridan); Department of Psychiatry, University of Pittsburgh, Pittsburgh (Luna); Departments of Anesthesiology and Internal Medicine-Rheumatology, University of Michigan Medical School, Ann Arbor (Harte); the Kolling Institute of Medical Research, Northern Clinical School, University of Sydney, and Faculty of Medicine and Health, University of Sydney, Sydney, Australia (Elliott); Physical Therapy and Human Movement Sciences, Feinberg School of Medicine, Northwestern University, Chicago (Elliott); Department of Psychology, Temple University, Philadelphia (Murty); Department of Psychiatry and Behavioral Neurosciences, Wayne State University, Detroit (Jovanovich); Department of Psychological Sciences, University of Missouri, St. Louis (Bruce); Department of Emergency Medicine, Washington University School of Medicine, St. Louis (House); Department of Health Care Policy, Harvard Medical School, Boston (Kessler); Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston (Koenen); Department of Emergency Medicine, University of North Carolina, Chapel Hill (McLean)
| | - Paul I Musey
- Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta (Stevens, van Rooij, Ely, Roeckner, Vincent); Division of Depression and Anxiety, McLean Hospital, Belmont, Mass. (Harnett, Lebois, Ressler); Department of Psychiatry, Harvard Medical School, Boston (Harnett, Lebois, Pizzagalli, Ressler); Departments of Emergency Medicine and Health Services, Policy, and Practice, Alpert Medical School of Brown University, Rhode Island Hospital, and the Miriam Hospital, Providence, R.I. (Beaudoin); Department of Anesthesiology, Institute of Trauma Recovery, University of North Carolina, Chapel Hill (An, Linnstaedt, McLean); Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina, Chapel Hill (Zeng); Departments of Psychiatry and Neurology, University of California, San Francisco (Neylan); Department of Biomedical Informatics, Emory University School of Medicine, Atlanta (Clifford); Institute for Technology in Psychiatry (Germine) and Department of Psychiatry (Rauch), McLean Hospital, Belmont, Mass.; Department of Emergency Medicine, Henry Ford Health System, Detroit (Lewandowski); Department of Emergency Medicine, Vanderbilt University Medical Center, Nashville, Tenn. (Storrow); Department of Emergency Medicine, University of Florida College of Medicine, Jacksonville (Hendry, Sheikh); Department of Emergency Medicine, Indiana University School of Medicine, Indianapolis (Musey); Department of Emergency Medicine, University of Massachusetts Medical School, Worcester (Haran); Department of Emergency Medicine, Cooper Medical School of Rowan University, Camden, N.J. (Jones); Department of Emergency Medicine, College of Medicine and College of Nursing, University of Cincinnati, Cincinnati (Punches); Department of Emergency Medicine and Center for Addiction Research, University of Cincinnati College of Medicine, Cincinnati (Lyons); Departments of Emergency Medicine and Surgery, Division of Acute Care Surgery, University of Alabama School of Medicine, Birmingham (Kurz); Center for Injury Science, University of Alabama, Birmingham (Kurz); Department of Emergency Medicine, Boston Medical Center, Boston (McGrath); Departments of Surgery (Pascual) and Neurosurgery (Pascual), Perelman School of Medicine, University of Pennsylvania, Philadelphia; Department of Emergency Medicine, Einstein Health Care Network, Philadelphia (Datner); Department of Emergency Medicine, Jefferson University Hospitals, Philadelphia (Chang); Department of Emergency Medicine, Wayne State University, Detroit (Pearson); Department of Emergency Medicine, Massachusetts General Hospital, Boston (Peak); Department of Emergency Medicine, Saint Joseph Mercy Hospital, Ann Arbor, Mich. (Domeier); Department of Emergency Medicine, Wayne State University School of Medicine, Detroit (O'Neil); Department of Emergency Medicine, University of Massachusetts Medical School-Baystate, Springfield (Rathley); Department of Emergency Medicine, Beth Israel Deaconess Medical Center, Boston (Sanchez); Department of Emergency Medicine, Harvard Medical School, Boston (Sanchez); Department of Psychiatry, Yale School of Medicine, and U.S. Department of Veterans Affairs National Center for Posttraumatic Stress Disorder, Veterans Affairs Connecticut Healthcare System, New Haven, Conn. (Pietrzak); Department of Psychology, Yale University, New Haven, Conn. (Joorman); Department of Psychological and Brain Sciences, Washington University, St. Louis (Barch); Department of Biosciences and Neuroscience and Institute for Behavioral Medicine Research, Ohio State University Wexner Medical Center, Columbus (Sheridan); Department of Psychiatry, University of Pittsburgh, Pittsburgh (Luna); Departments of Anesthesiology and Internal Medicine-Rheumatology, University of Michigan Medical School, Ann Arbor (Harte); the Kolling Institute of Medical Research, Northern Clinical School, University of Sydney, and Faculty of Medicine and Health, University of Sydney, Sydney, Australia (Elliott); Physical Therapy and Human Movement Sciences, Feinberg School of Medicine, Northwestern University, Chicago (Elliott); Department of Psychology, Temple University, Philadelphia (Murty); Department of Psychiatry and Behavioral Neurosciences, Wayne State University, Detroit (Jovanovich); Department of Psychological Sciences, University of Missouri, St. Louis (Bruce); Department of Emergency Medicine, Washington University School of Medicine, St. Louis (House); Department of Health Care Policy, Harvard Medical School, Boston (Kessler); Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston (Koenen); Department of Emergency Medicine, University of North Carolina, Chapel Hill (McLean)
| | - John P Haran
- Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta (Stevens, van Rooij, Ely, Roeckner, Vincent); Division of Depression and Anxiety, McLean Hospital, Belmont, Mass. (Harnett, Lebois, Ressler); Department of Psychiatry, Harvard Medical School, Boston (Harnett, Lebois, Pizzagalli, Ressler); Departments of Emergency Medicine and Health Services, Policy, and Practice, Alpert Medical School of Brown University, Rhode Island Hospital, and the Miriam Hospital, Providence, R.I. (Beaudoin); Department of Anesthesiology, Institute of Trauma Recovery, University of North Carolina, Chapel Hill (An, Linnstaedt, McLean); Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina, Chapel Hill (Zeng); Departments of Psychiatry and Neurology, University of California, San Francisco (Neylan); Department of Biomedical Informatics, Emory University School of Medicine, Atlanta (Clifford); Institute for Technology in Psychiatry (Germine) and Department of Psychiatry (Rauch), McLean Hospital, Belmont, Mass.; Department of Emergency Medicine, Henry Ford Health System, Detroit (Lewandowski); Department of Emergency Medicine, Vanderbilt University Medical Center, Nashville, Tenn. (Storrow); Department of Emergency Medicine, University of Florida College of Medicine, Jacksonville (Hendry, Sheikh); Department of Emergency Medicine, Indiana University School of Medicine, Indianapolis (Musey); Department of Emergency Medicine, University of Massachusetts Medical School, Worcester (Haran); Department of Emergency Medicine, Cooper Medical School of Rowan University, Camden, N.J. (Jones); Department of Emergency Medicine, College of Medicine and College of Nursing, University of Cincinnati, Cincinnati (Punches); Department of Emergency Medicine and Center for Addiction Research, University of Cincinnati College of Medicine, Cincinnati (Lyons); Departments of Emergency Medicine and Surgery, Division of Acute Care Surgery, University of Alabama School of Medicine, Birmingham (Kurz); Center for Injury Science, University of Alabama, Birmingham (Kurz); Department of Emergency Medicine, Boston Medical Center, Boston (McGrath); Departments of Surgery (Pascual) and Neurosurgery (Pascual), Perelman School of Medicine, University of Pennsylvania, Philadelphia; Department of Emergency Medicine, Einstein Health Care Network, Philadelphia (Datner); Department of Emergency Medicine, Jefferson University Hospitals, Philadelphia (Chang); Department of Emergency Medicine, Wayne State University, Detroit (Pearson); Department of Emergency Medicine, Massachusetts General Hospital, Boston (Peak); Department of Emergency Medicine, Saint Joseph Mercy Hospital, Ann Arbor, Mich. (Domeier); Department of Emergency Medicine, Wayne State University School of Medicine, Detroit (O'Neil); Department of Emergency Medicine, University of Massachusetts Medical School-Baystate, Springfield (Rathley); Department of Emergency Medicine, Beth Israel Deaconess Medical Center, Boston (Sanchez); Department of Emergency Medicine, Harvard Medical School, Boston (Sanchez); Department of Psychiatry, Yale School of Medicine, and U.S. Department of Veterans Affairs National Center for Posttraumatic Stress Disorder, Veterans Affairs Connecticut Healthcare System, New Haven, Conn. (Pietrzak); Department of Psychology, Yale University, New Haven, Conn. (Joorman); Department of Psychological and Brain Sciences, Washington University, St. Louis (Barch); Department of Biosciences and Neuroscience and Institute for Behavioral Medicine Research, Ohio State University Wexner Medical Center, Columbus (Sheridan); Department of Psychiatry, University of Pittsburgh, Pittsburgh (Luna); Departments of Anesthesiology and Internal Medicine-Rheumatology, University of Michigan Medical School, Ann Arbor (Harte); the Kolling Institute of Medical Research, Northern Clinical School, University of Sydney, and Faculty of Medicine and Health, University of Sydney, Sydney, Australia (Elliott); Physical Therapy and Human Movement Sciences, Feinberg School of Medicine, Northwestern University, Chicago (Elliott); Department of Psychology, Temple University, Philadelphia (Murty); Department of Psychiatry and Behavioral Neurosciences, Wayne State University, Detroit (Jovanovich); Department of Psychological Sciences, University of Missouri, St. Louis (Bruce); Department of Emergency Medicine, Washington University School of Medicine, St. Louis (House); Department of Health Care Policy, Harvard Medical School, Boston (Kessler); Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston (Koenen); Department of Emergency Medicine, University of North Carolina, Chapel Hill (McLean)
| | - Christopher W Jones
- Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta (Stevens, van Rooij, Ely, Roeckner, Vincent); Division of Depression and Anxiety, McLean Hospital, Belmont, Mass. (Harnett, Lebois, Ressler); Department of Psychiatry, Harvard Medical School, Boston (Harnett, Lebois, Pizzagalli, Ressler); Departments of Emergency Medicine and Health Services, Policy, and Practice, Alpert Medical School of Brown University, Rhode Island Hospital, and the Miriam Hospital, Providence, R.I. (Beaudoin); Department of Anesthesiology, Institute of Trauma Recovery, University of North Carolina, Chapel Hill (An, Linnstaedt, McLean); Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina, Chapel Hill (Zeng); Departments of Psychiatry and Neurology, University of California, San Francisco (Neylan); Department of Biomedical Informatics, Emory University School of Medicine, Atlanta (Clifford); Institute for Technology in Psychiatry (Germine) and Department of Psychiatry (Rauch), McLean Hospital, Belmont, Mass.; Department of Emergency Medicine, Henry Ford Health System, Detroit (Lewandowski); Department of Emergency Medicine, Vanderbilt University Medical Center, Nashville, Tenn. (Storrow); Department of Emergency Medicine, University of Florida College of Medicine, Jacksonville (Hendry, Sheikh); Department of Emergency Medicine, Indiana University School of Medicine, Indianapolis (Musey); Department of Emergency Medicine, University of Massachusetts Medical School, Worcester (Haran); Department of Emergency Medicine, Cooper Medical School of Rowan University, Camden, N.J. (Jones); Department of Emergency Medicine, College of Medicine and College of Nursing, University of Cincinnati, Cincinnati (Punches); Department of Emergency Medicine and Center for Addiction Research, University of Cincinnati College of Medicine, Cincinnati (Lyons); Departments of Emergency Medicine and Surgery, Division of Acute Care Surgery, University of Alabama School of Medicine, Birmingham (Kurz); Center for Injury Science, University of Alabama, Birmingham (Kurz); Department of Emergency Medicine, Boston Medical Center, Boston (McGrath); Departments of Surgery (Pascual) and Neurosurgery (Pascual), Perelman School of Medicine, University of Pennsylvania, Philadelphia; Department of Emergency Medicine, Einstein Health Care Network, Philadelphia (Datner); Department of Emergency Medicine, Jefferson University Hospitals, Philadelphia (Chang); Department of Emergency Medicine, Wayne State University, Detroit (Pearson); Department of Emergency Medicine, Massachusetts General Hospital, Boston (Peak); Department of Emergency Medicine, Saint Joseph Mercy Hospital, Ann Arbor, Mich. (Domeier); Department of Emergency Medicine, Wayne State University School of Medicine, Detroit (O'Neil); Department of Emergency Medicine, University of Massachusetts Medical School-Baystate, Springfield (Rathley); Department of Emergency Medicine, Beth Israel Deaconess Medical Center, Boston (Sanchez); Department of Emergency Medicine, Harvard Medical School, Boston (Sanchez); Department of Psychiatry, Yale School of Medicine, and U.S. Department of Veterans Affairs National Center for Posttraumatic Stress Disorder, Veterans Affairs Connecticut Healthcare System, New Haven, Conn. (Pietrzak); Department of Psychology, Yale University, New Haven, Conn. (Joorman); Department of Psychological and Brain Sciences, Washington University, St. Louis (Barch); Department of Biosciences and Neuroscience and Institute for Behavioral Medicine Research, Ohio State University Wexner Medical Center, Columbus (Sheridan); Department of Psychiatry, University of Pittsburgh, Pittsburgh (Luna); Departments of Anesthesiology and Internal Medicine-Rheumatology, University of Michigan Medical School, Ann Arbor (Harte); the Kolling Institute of Medical Research, Northern Clinical School, University of Sydney, and Faculty of Medicine and Health, University of Sydney, Sydney, Australia (Elliott); Physical Therapy and Human Movement Sciences, Feinberg School of Medicine, Northwestern University, Chicago (Elliott); Department of Psychology, Temple University, Philadelphia (Murty); Department of Psychiatry and Behavioral Neurosciences, Wayne State University, Detroit (Jovanovich); Department of Psychological Sciences, University of Missouri, St. Louis (Bruce); Department of Emergency Medicine, Washington University School of Medicine, St. Louis (House); Department of Health Care Policy, Harvard Medical School, Boston (Kessler); Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston (Koenen); Department of Emergency Medicine, University of North Carolina, Chapel Hill (McLean)
| | - Brittany E Punches
- Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta (Stevens, van Rooij, Ely, Roeckner, Vincent); Division of Depression and Anxiety, McLean Hospital, Belmont, Mass. (Harnett, Lebois, Ressler); Department of Psychiatry, Harvard Medical School, Boston (Harnett, Lebois, Pizzagalli, Ressler); Departments of Emergency Medicine and Health Services, Policy, and Practice, Alpert Medical School of Brown University, Rhode Island Hospital, and the Miriam Hospital, Providence, R.I. (Beaudoin); Department of Anesthesiology, Institute of Trauma Recovery, University of North Carolina, Chapel Hill (An, Linnstaedt, McLean); Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina, Chapel Hill (Zeng); Departments of Psychiatry and Neurology, University of California, San Francisco (Neylan); Department of Biomedical Informatics, Emory University School of Medicine, Atlanta (Clifford); Institute for Technology in Psychiatry (Germine) and Department of Psychiatry (Rauch), McLean Hospital, Belmont, Mass.; Department of Emergency Medicine, Henry Ford Health System, Detroit (Lewandowski); Department of Emergency Medicine, Vanderbilt University Medical Center, Nashville, Tenn. (Storrow); Department of Emergency Medicine, University of Florida College of Medicine, Jacksonville (Hendry, Sheikh); Department of Emergency Medicine, Indiana University School of Medicine, Indianapolis (Musey); Department of Emergency Medicine, University of Massachusetts Medical School, Worcester (Haran); Department of Emergency Medicine, Cooper Medical School of Rowan University, Camden, N.J. (Jones); Department of Emergency Medicine, College of Medicine and College of Nursing, University of Cincinnati, Cincinnati (Punches); Department of Emergency Medicine and Center for Addiction Research, University of Cincinnati College of Medicine, Cincinnati (Lyons); Departments of Emergency Medicine and Surgery, Division of Acute Care Surgery, University of Alabama School of Medicine, Birmingham (Kurz); Center for Injury Science, University of Alabama, Birmingham (Kurz); Department of Emergency Medicine, Boston Medical Center, Boston (McGrath); Departments of Surgery (Pascual) and Neurosurgery (Pascual), Perelman School of Medicine, University of Pennsylvania, Philadelphia; Department of Emergency Medicine, Einstein Health Care Network, Philadelphia (Datner); Department of Emergency Medicine, Jefferson University Hospitals, Philadelphia (Chang); Department of Emergency Medicine, Wayne State University, Detroit (Pearson); Department of Emergency Medicine, Massachusetts General Hospital, Boston (Peak); Department of Emergency Medicine, Saint Joseph Mercy Hospital, Ann Arbor, Mich. (Domeier); Department of Emergency Medicine, Wayne State University School of Medicine, Detroit (O'Neil); Department of Emergency Medicine, University of Massachusetts Medical School-Baystate, Springfield (Rathley); Department of Emergency Medicine, Beth Israel Deaconess Medical Center, Boston (Sanchez); Department of Emergency Medicine, Harvard Medical School, Boston (Sanchez); Department of Psychiatry, Yale School of Medicine, and U.S. Department of Veterans Affairs National Center for Posttraumatic Stress Disorder, Veterans Affairs Connecticut Healthcare System, New Haven, Conn. (Pietrzak); Department of Psychology, Yale University, New Haven, Conn. (Joorman); Department of Psychological and Brain Sciences, Washington University, St. Louis (Barch); Department of Biosciences and Neuroscience and Institute for Behavioral Medicine Research, Ohio State University Wexner Medical Center, Columbus (Sheridan); Department of Psychiatry, University of Pittsburgh, Pittsburgh (Luna); Departments of Anesthesiology and Internal Medicine-Rheumatology, University of Michigan Medical School, Ann Arbor (Harte); the Kolling Institute of Medical Research, Northern Clinical School, University of Sydney, and Faculty of Medicine and Health, University of Sydney, Sydney, Australia (Elliott); Physical Therapy and Human Movement Sciences, Feinberg School of Medicine, Northwestern University, Chicago (Elliott); Department of Psychology, Temple University, Philadelphia (Murty); Department of Psychiatry and Behavioral Neurosciences, Wayne State University, Detroit (Jovanovich); Department of Psychological Sciences, University of Missouri, St. Louis (Bruce); Department of Emergency Medicine, Washington University School of Medicine, St. Louis (House); Department of Health Care Policy, Harvard Medical School, Boston (Kessler); Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston (Koenen); Department of Emergency Medicine, University of North Carolina, Chapel Hill (McLean)
| | - Michael S Lyons
- Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta (Stevens, van Rooij, Ely, Roeckner, Vincent); Division of Depression and Anxiety, McLean Hospital, Belmont, Mass. (Harnett, Lebois, Ressler); Department of Psychiatry, Harvard Medical School, Boston (Harnett, Lebois, Pizzagalli, Ressler); Departments of Emergency Medicine and Health Services, Policy, and Practice, Alpert Medical School of Brown University, Rhode Island Hospital, and the Miriam Hospital, Providence, R.I. (Beaudoin); Department of Anesthesiology, Institute of Trauma Recovery, University of North Carolina, Chapel Hill (An, Linnstaedt, McLean); Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina, Chapel Hill (Zeng); Departments of Psychiatry and Neurology, University of California, San Francisco (Neylan); Department of Biomedical Informatics, Emory University School of Medicine, Atlanta (Clifford); Institute for Technology in Psychiatry (Germine) and Department of Psychiatry (Rauch), McLean Hospital, Belmont, Mass.; Department of Emergency Medicine, Henry Ford Health System, Detroit (Lewandowski); Department of Emergency Medicine, Vanderbilt University Medical Center, Nashville, Tenn. (Storrow); Department of Emergency Medicine, University of Florida College of Medicine, Jacksonville (Hendry, Sheikh); Department of Emergency Medicine, Indiana University School of Medicine, Indianapolis (Musey); Department of Emergency Medicine, University of Massachusetts Medical School, Worcester (Haran); Department of Emergency Medicine, Cooper Medical School of Rowan University, Camden, N.J. (Jones); Department of Emergency Medicine, College of Medicine and College of Nursing, University of Cincinnati, Cincinnati (Punches); Department of Emergency Medicine and Center for Addiction Research, University of Cincinnati College of Medicine, Cincinnati (Lyons); Departments of Emergency Medicine and Surgery, Division of Acute Care Surgery, University of Alabama School of Medicine, Birmingham (Kurz); Center for Injury Science, University of Alabama, Birmingham (Kurz); Department of Emergency Medicine, Boston Medical Center, Boston (McGrath); Departments of Surgery (Pascual) and Neurosurgery (Pascual), Perelman School of Medicine, University of Pennsylvania, Philadelphia; Department of Emergency Medicine, Einstein Health Care Network, Philadelphia (Datner); Department of Emergency Medicine, Jefferson University Hospitals, Philadelphia (Chang); Department of Emergency Medicine, Wayne State University, Detroit (Pearson); Department of Emergency Medicine, Massachusetts General Hospital, Boston (Peak); Department of Emergency Medicine, Saint Joseph Mercy Hospital, Ann Arbor, Mich. (Domeier); Department of Emergency Medicine, Wayne State University School of Medicine, Detroit (O'Neil); Department of Emergency Medicine, University of Massachusetts Medical School-Baystate, Springfield (Rathley); Department of Emergency Medicine, Beth Israel Deaconess Medical Center, Boston (Sanchez); Department of Emergency Medicine, Harvard Medical School, Boston (Sanchez); Department of Psychiatry, Yale School of Medicine, and U.S. Department of Veterans Affairs National Center for Posttraumatic Stress Disorder, Veterans Affairs Connecticut Healthcare System, New Haven, Conn. (Pietrzak); Department of Psychology, Yale University, New Haven, Conn. (Joorman); Department of Psychological and Brain Sciences, Washington University, St. Louis (Barch); Department of Biosciences and Neuroscience and Institute for Behavioral Medicine Research, Ohio State University Wexner Medical Center, Columbus (Sheridan); Department of Psychiatry, University of Pittsburgh, Pittsburgh (Luna); Departments of Anesthesiology and Internal Medicine-Rheumatology, University of Michigan Medical School, Ann Arbor (Harte); the Kolling Institute of Medical Research, Northern Clinical School, University of Sydney, and Faculty of Medicine and Health, University of Sydney, Sydney, Australia (Elliott); Physical Therapy and Human Movement Sciences, Feinberg School of Medicine, Northwestern University, Chicago (Elliott); Department of Psychology, Temple University, Philadelphia (Murty); Department of Psychiatry and Behavioral Neurosciences, Wayne State University, Detroit (Jovanovich); Department of Psychological Sciences, University of Missouri, St. Louis (Bruce); Department of Emergency Medicine, Washington University School of Medicine, St. Louis (House); Department of Health Care Policy, Harvard Medical School, Boston (Kessler); Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston (Koenen); Department of Emergency Medicine, University of North Carolina, Chapel Hill (McLean)
| | - Michael C Kurz
- Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta (Stevens, van Rooij, Ely, Roeckner, Vincent); Division of Depression and Anxiety, McLean Hospital, Belmont, Mass. (Harnett, Lebois, Ressler); Department of Psychiatry, Harvard Medical School, Boston (Harnett, Lebois, Pizzagalli, Ressler); Departments of Emergency Medicine and Health Services, Policy, and Practice, Alpert Medical School of Brown University, Rhode Island Hospital, and the Miriam Hospital, Providence, R.I. (Beaudoin); Department of Anesthesiology, Institute of Trauma Recovery, University of North Carolina, Chapel Hill (An, Linnstaedt, McLean); Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina, Chapel Hill (Zeng); Departments of Psychiatry and Neurology, University of California, San Francisco (Neylan); Department of Biomedical Informatics, Emory University School of Medicine, Atlanta (Clifford); Institute for Technology in Psychiatry (Germine) and Department of Psychiatry (Rauch), McLean Hospital, Belmont, Mass.; Department of Emergency Medicine, Henry Ford Health System, Detroit (Lewandowski); Department of Emergency Medicine, Vanderbilt University Medical Center, Nashville, Tenn. (Storrow); Department of Emergency Medicine, University of Florida College of Medicine, Jacksonville (Hendry, Sheikh); Department of Emergency Medicine, Indiana University School of Medicine, Indianapolis (Musey); Department of Emergency Medicine, University of Massachusetts Medical School, Worcester (Haran); Department of Emergency Medicine, Cooper Medical School of Rowan University, Camden, N.J. (Jones); Department of Emergency Medicine, College of Medicine and College of Nursing, University of Cincinnati, Cincinnati (Punches); Department of Emergency Medicine and Center for Addiction Research, University of Cincinnati College of Medicine, Cincinnati (Lyons); Departments of Emergency Medicine and Surgery, Division of Acute Care Surgery, University of Alabama School of Medicine, Birmingham (Kurz); Center for Injury Science, University of Alabama, Birmingham (Kurz); Department of Emergency Medicine, Boston Medical Center, Boston (McGrath); Departments of Surgery (Pascual) and Neurosurgery (Pascual), Perelman School of Medicine, University of Pennsylvania, Philadelphia; Department of Emergency Medicine, Einstein Health Care Network, Philadelphia (Datner); Department of Emergency Medicine, Jefferson University Hospitals, Philadelphia (Chang); Department of Emergency Medicine, Wayne State University, Detroit (Pearson); Department of Emergency Medicine, Massachusetts General Hospital, Boston (Peak); Department of Emergency Medicine, Saint Joseph Mercy Hospital, Ann Arbor, Mich. (Domeier); Department of Emergency Medicine, Wayne State University School of Medicine, Detroit (O'Neil); Department of Emergency Medicine, University of Massachusetts Medical School-Baystate, Springfield (Rathley); Department of Emergency Medicine, Beth Israel Deaconess Medical Center, Boston (Sanchez); Department of Emergency Medicine, Harvard Medical School, Boston (Sanchez); Department of Psychiatry, Yale School of Medicine, and U.S. Department of Veterans Affairs National Center for Posttraumatic Stress Disorder, Veterans Affairs Connecticut Healthcare System, New Haven, Conn. (Pietrzak); Department of Psychology, Yale University, New Haven, Conn. (Joorman); Department of Psychological and Brain Sciences, Washington University, St. Louis (Barch); Department of Biosciences and Neuroscience and Institute for Behavioral Medicine Research, Ohio State University Wexner Medical Center, Columbus (Sheridan); Department of Psychiatry, University of Pittsburgh, Pittsburgh (Luna); Departments of Anesthesiology and Internal Medicine-Rheumatology, University of Michigan Medical School, Ann Arbor (Harte); the Kolling Institute of Medical Research, Northern Clinical School, University of Sydney, and Faculty of Medicine and Health, University of Sydney, Sydney, Australia (Elliott); Physical Therapy and Human Movement Sciences, Feinberg School of Medicine, Northwestern University, Chicago (Elliott); Department of Psychology, Temple University, Philadelphia (Murty); Department of Psychiatry and Behavioral Neurosciences, Wayne State University, Detroit (Jovanovich); Department of Psychological Sciences, University of Missouri, St. Louis (Bruce); Department of Emergency Medicine, Washington University School of Medicine, St. Louis (House); Department of Health Care Policy, Harvard Medical School, Boston (Kessler); Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston (Koenen); Department of Emergency Medicine, University of North Carolina, Chapel Hill (McLean)
| | - Meghan E McGrath
- Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta (Stevens, van Rooij, Ely, Roeckner, Vincent); Division of Depression and Anxiety, McLean Hospital, Belmont, Mass. (Harnett, Lebois, Ressler); Department of Psychiatry, Harvard Medical School, Boston (Harnett, Lebois, Pizzagalli, Ressler); Departments of Emergency Medicine and Health Services, Policy, and Practice, Alpert Medical School of Brown University, Rhode Island Hospital, and the Miriam Hospital, Providence, R.I. (Beaudoin); Department of Anesthesiology, Institute of Trauma Recovery, University of North Carolina, Chapel Hill (An, Linnstaedt, McLean); Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina, Chapel Hill (Zeng); Departments of Psychiatry and Neurology, University of California, San Francisco (Neylan); Department of Biomedical Informatics, Emory University School of Medicine, Atlanta (Clifford); Institute for Technology in Psychiatry (Germine) and Department of Psychiatry (Rauch), McLean Hospital, Belmont, Mass.; Department of Emergency Medicine, Henry Ford Health System, Detroit (Lewandowski); Department of Emergency Medicine, Vanderbilt University Medical Center, Nashville, Tenn. (Storrow); Department of Emergency Medicine, University of Florida College of Medicine, Jacksonville (Hendry, Sheikh); Department of Emergency Medicine, Indiana University School of Medicine, Indianapolis (Musey); Department of Emergency Medicine, University of Massachusetts Medical School, Worcester (Haran); Department of Emergency Medicine, Cooper Medical School of Rowan University, Camden, N.J. (Jones); Department of Emergency Medicine, College of Medicine and College of Nursing, University of Cincinnati, Cincinnati (Punches); Department of Emergency Medicine and Center for Addiction Research, University of Cincinnati College of Medicine, Cincinnati (Lyons); Departments of Emergency Medicine and Surgery, Division of Acute Care Surgery, University of Alabama School of Medicine, Birmingham (Kurz); Center for Injury Science, University of Alabama, Birmingham (Kurz); Department of Emergency Medicine, Boston Medical Center, Boston (McGrath); Departments of Surgery (Pascual) and Neurosurgery (Pascual), Perelman School of Medicine, University of Pennsylvania, Philadelphia; Department of Emergency Medicine, Einstein Health Care Network, Philadelphia (Datner); Department of Emergency Medicine, Jefferson University Hospitals, Philadelphia (Chang); Department of Emergency Medicine, Wayne State University, Detroit (Pearson); Department of Emergency Medicine, Massachusetts General Hospital, Boston (Peak); Department of Emergency Medicine, Saint Joseph Mercy Hospital, Ann Arbor, Mich. (Domeier); Department of Emergency Medicine, Wayne State University School of Medicine, Detroit (O'Neil); Department of Emergency Medicine, University of Massachusetts Medical School-Baystate, Springfield (Rathley); Department of Emergency Medicine, Beth Israel Deaconess Medical Center, Boston (Sanchez); Department of Emergency Medicine, Harvard Medical School, Boston (Sanchez); Department of Psychiatry, Yale School of Medicine, and U.S. Department of Veterans Affairs National Center for Posttraumatic Stress Disorder, Veterans Affairs Connecticut Healthcare System, New Haven, Conn. (Pietrzak); Department of Psychology, Yale University, New Haven, Conn. (Joorman); Department of Psychological and Brain Sciences, Washington University, St. Louis (Barch); Department of Biosciences and Neuroscience and Institute for Behavioral Medicine Research, Ohio State University Wexner Medical Center, Columbus (Sheridan); Department of Psychiatry, University of Pittsburgh, Pittsburgh (Luna); Departments of Anesthesiology and Internal Medicine-Rheumatology, University of Michigan Medical School, Ann Arbor (Harte); the Kolling Institute of Medical Research, Northern Clinical School, University of Sydney, and Faculty of Medicine and Health, University of Sydney, Sydney, Australia (Elliott); Physical Therapy and Human Movement Sciences, Feinberg School of Medicine, Northwestern University, Chicago (Elliott); Department of Psychology, Temple University, Philadelphia (Murty); Department of Psychiatry and Behavioral Neurosciences, Wayne State University, Detroit (Jovanovich); Department of Psychological Sciences, University of Missouri, St. Louis (Bruce); Department of Emergency Medicine, Washington University School of Medicine, St. Louis (House); Department of Health Care Policy, Harvard Medical School, Boston (Kessler); Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston (Koenen); Department of Emergency Medicine, University of North Carolina, Chapel Hill (McLean)
| | - Jose L Pascual
- Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta (Stevens, van Rooij, Ely, Roeckner, Vincent); Division of Depression and Anxiety, McLean Hospital, Belmont, Mass. (Harnett, Lebois, Ressler); Department of Psychiatry, Harvard Medical School, Boston (Harnett, Lebois, Pizzagalli, Ressler); Departments of Emergency Medicine and Health Services, Policy, and Practice, Alpert Medical School of Brown University, Rhode Island Hospital, and the Miriam Hospital, Providence, R.I. (Beaudoin); Department of Anesthesiology, Institute of Trauma Recovery, University of North Carolina, Chapel Hill (An, Linnstaedt, McLean); Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina, Chapel Hill (Zeng); Departments of Psychiatry and Neurology, University of California, San Francisco (Neylan); Department of Biomedical Informatics, Emory University School of Medicine, Atlanta (Clifford); Institute for Technology in Psychiatry (Germine) and Department of Psychiatry (Rauch), McLean Hospital, Belmont, Mass.; Department of Emergency Medicine, Henry Ford Health System, Detroit (Lewandowski); Department of Emergency Medicine, Vanderbilt University Medical Center, Nashville, Tenn. (Storrow); Department of Emergency Medicine, University of Florida College of Medicine, Jacksonville (Hendry, Sheikh); Department of Emergency Medicine, Indiana University School of Medicine, Indianapolis (Musey); Department of Emergency Medicine, University of Massachusetts Medical School, Worcester (Haran); Department of Emergency Medicine, Cooper Medical School of Rowan University, Camden, N.J. (Jones); Department of Emergency Medicine, College of Medicine and College of Nursing, University of Cincinnati, Cincinnati (Punches); Department of Emergency Medicine and Center for Addiction Research, University of Cincinnati College of Medicine, Cincinnati (Lyons); Departments of Emergency Medicine and Surgery, Division of Acute Care Surgery, University of Alabama School of Medicine, Birmingham (Kurz); Center for Injury Science, University of Alabama, Birmingham (Kurz); Department of Emergency Medicine, Boston Medical Center, Boston (McGrath); Departments of Surgery (Pascual) and Neurosurgery (Pascual), Perelman School of Medicine, University of Pennsylvania, Philadelphia; Department of Emergency Medicine, Einstein Health Care Network, Philadelphia (Datner); Department of Emergency Medicine, Jefferson University Hospitals, Philadelphia (Chang); Department of Emergency Medicine, Wayne State University, Detroit (Pearson); Department of Emergency Medicine, Massachusetts General Hospital, Boston (Peak); Department of Emergency Medicine, Saint Joseph Mercy Hospital, Ann Arbor, Mich. (Domeier); Department of Emergency Medicine, Wayne State University School of Medicine, Detroit (O'Neil); Department of Emergency Medicine, University of Massachusetts Medical School-Baystate, Springfield (Rathley); Department of Emergency Medicine, Beth Israel Deaconess Medical Center, Boston (Sanchez); Department of Emergency Medicine, Harvard Medical School, Boston (Sanchez); Department of Psychiatry, Yale School of Medicine, and U.S. Department of Veterans Affairs National Center for Posttraumatic Stress Disorder, Veterans Affairs Connecticut Healthcare System, New Haven, Conn. (Pietrzak); Department of Psychology, Yale University, New Haven, Conn. (Joorman); Department of Psychological and Brain Sciences, Washington University, St. Louis (Barch); Department of Biosciences and Neuroscience and Institute for Behavioral Medicine Research, Ohio State University Wexner Medical Center, Columbus (Sheridan); Department of Psychiatry, University of Pittsburgh, Pittsburgh (Luna); Departments of Anesthesiology and Internal Medicine-Rheumatology, University of Michigan Medical School, Ann Arbor (Harte); the Kolling Institute of Medical Research, Northern Clinical School, University of Sydney, and Faculty of Medicine and Health, University of Sydney, Sydney, Australia (Elliott); Physical Therapy and Human Movement Sciences, Feinberg School of Medicine, Northwestern University, Chicago (Elliott); Department of Psychology, Temple University, Philadelphia (Murty); Department of Psychiatry and Behavioral Neurosciences, Wayne State University, Detroit (Jovanovich); Department of Psychological Sciences, University of Missouri, St. Louis (Bruce); Department of Emergency Medicine, Washington University School of Medicine, St. Louis (House); Department of Health Care Policy, Harvard Medical School, Boston (Kessler); Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston (Koenen); Department of Emergency Medicine, University of North Carolina, Chapel Hill (McLean)
| | - Elizabeth M Datner
- Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta (Stevens, van Rooij, Ely, Roeckner, Vincent); Division of Depression and Anxiety, McLean Hospital, Belmont, Mass. (Harnett, Lebois, Ressler); Department of Psychiatry, Harvard Medical School, Boston (Harnett, Lebois, Pizzagalli, Ressler); Departments of Emergency Medicine and Health Services, Policy, and Practice, Alpert Medical School of Brown University, Rhode Island Hospital, and the Miriam Hospital, Providence, R.I. (Beaudoin); Department of Anesthesiology, Institute of Trauma Recovery, University of North Carolina, Chapel Hill (An, Linnstaedt, McLean); Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina, Chapel Hill (Zeng); Departments of Psychiatry and Neurology, University of California, San Francisco (Neylan); Department of Biomedical Informatics, Emory University School of Medicine, Atlanta (Clifford); Institute for Technology in Psychiatry (Germine) and Department of Psychiatry (Rauch), McLean Hospital, Belmont, Mass.; Department of Emergency Medicine, Henry Ford Health System, Detroit (Lewandowski); Department of Emergency Medicine, Vanderbilt University Medical Center, Nashville, Tenn. (Storrow); Department of Emergency Medicine, University of Florida College of Medicine, Jacksonville (Hendry, Sheikh); Department of Emergency Medicine, Indiana University School of Medicine, Indianapolis (Musey); Department of Emergency Medicine, University of Massachusetts Medical School, Worcester (Haran); Department of Emergency Medicine, Cooper Medical School of Rowan University, Camden, N.J. (Jones); Department of Emergency Medicine, College of Medicine and College of Nursing, University of Cincinnati, Cincinnati (Punches); Department of Emergency Medicine and Center for Addiction Research, University of Cincinnati College of Medicine, Cincinnati (Lyons); Departments of Emergency Medicine and Surgery, Division of Acute Care Surgery, University of Alabama School of Medicine, Birmingham (Kurz); Center for Injury Science, University of Alabama, Birmingham (Kurz); Department of Emergency Medicine, Boston Medical Center, Boston (McGrath); Departments of Surgery (Pascual) and Neurosurgery (Pascual), Perelman School of Medicine, University of Pennsylvania, Philadelphia; Department of Emergency Medicine, Einstein Health Care Network, Philadelphia (Datner); Department of Emergency Medicine, Jefferson University Hospitals, Philadelphia (Chang); Department of Emergency Medicine, Wayne State University, Detroit (Pearson); Department of Emergency Medicine, Massachusetts General Hospital, Boston (Peak); Department of Emergency Medicine, Saint Joseph Mercy Hospital, Ann Arbor, Mich. (Domeier); Department of Emergency Medicine, Wayne State University School of Medicine, Detroit (O'Neil); Department of Emergency Medicine, University of Massachusetts Medical School-Baystate, Springfield (Rathley); Department of Emergency Medicine, Beth Israel Deaconess Medical Center, Boston (Sanchez); Department of Emergency Medicine, Harvard Medical School, Boston (Sanchez); Department of Psychiatry, Yale School of Medicine, and U.S. Department of Veterans Affairs National Center for Posttraumatic Stress Disorder, Veterans Affairs Connecticut Healthcare System, New Haven, Conn. (Pietrzak); Department of Psychology, Yale University, New Haven, Conn. (Joorman); Department of Psychological and Brain Sciences, Washington University, St. Louis (Barch); Department of Biosciences and Neuroscience and Institute for Behavioral Medicine Research, Ohio State University Wexner Medical Center, Columbus (Sheridan); Department of Psychiatry, University of Pittsburgh, Pittsburgh (Luna); Departments of Anesthesiology and Internal Medicine-Rheumatology, University of Michigan Medical School, Ann Arbor (Harte); the Kolling Institute of Medical Research, Northern Clinical School, University of Sydney, and Faculty of Medicine and Health, University of Sydney, Sydney, Australia (Elliott); Physical Therapy and Human Movement Sciences, Feinberg School of Medicine, Northwestern University, Chicago (Elliott); Department of Psychology, Temple University, Philadelphia (Murty); Department of Psychiatry and Behavioral Neurosciences, Wayne State University, Detroit (Jovanovich); Department of Psychological Sciences, University of Missouri, St. Louis (Bruce); Department of Emergency Medicine, Washington University School of Medicine, St. Louis (House); Department of Health Care Policy, Harvard Medical School, Boston (Kessler); Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston (Koenen); Department of Emergency Medicine, University of North Carolina, Chapel Hill (McLean)
| | - Anna M Chang
- Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta (Stevens, van Rooij, Ely, Roeckner, Vincent); Division of Depression and Anxiety, McLean Hospital, Belmont, Mass. (Harnett, Lebois, Ressler); Department of Psychiatry, Harvard Medical School, Boston (Harnett, Lebois, Pizzagalli, Ressler); Departments of Emergency Medicine and Health Services, Policy, and Practice, Alpert Medical School of Brown University, Rhode Island Hospital, and the Miriam Hospital, Providence, R.I. (Beaudoin); Department of Anesthesiology, Institute of Trauma Recovery, University of North Carolina, Chapel Hill (An, Linnstaedt, McLean); Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina, Chapel Hill (Zeng); Departments of Psychiatry and Neurology, University of California, San Francisco (Neylan); Department of Biomedical Informatics, Emory University School of Medicine, Atlanta (Clifford); Institute for Technology in Psychiatry (Germine) and Department of Psychiatry (Rauch), McLean Hospital, Belmont, Mass.; Department of Emergency Medicine, Henry Ford Health System, Detroit (Lewandowski); Department of Emergency Medicine, Vanderbilt University Medical Center, Nashville, Tenn. (Storrow); Department of Emergency Medicine, University of Florida College of Medicine, Jacksonville (Hendry, Sheikh); Department of Emergency Medicine, Indiana University School of Medicine, Indianapolis (Musey); Department of Emergency Medicine, University of Massachusetts Medical School, Worcester (Haran); Department of Emergency Medicine, Cooper Medical School of Rowan University, Camden, N.J. (Jones); Department of Emergency Medicine, College of Medicine and College of Nursing, University of Cincinnati, Cincinnati (Punches); Department of Emergency Medicine and Center for Addiction Research, University of Cincinnati College of Medicine, Cincinnati (Lyons); Departments of Emergency Medicine and Surgery, Division of Acute Care Surgery, University of Alabama School of Medicine, Birmingham (Kurz); Center for Injury Science, University of Alabama, Birmingham (Kurz); Department of Emergency Medicine, Boston Medical Center, Boston (McGrath); Departments of Surgery (Pascual) and Neurosurgery (Pascual), Perelman School of Medicine, University of Pennsylvania, Philadelphia; Department of Emergency Medicine, Einstein Health Care Network, Philadelphia (Datner); Department of Emergency Medicine, Jefferson University Hospitals, Philadelphia (Chang); Department of Emergency Medicine, Wayne State University, Detroit (Pearson); Department of Emergency Medicine, Massachusetts General Hospital, Boston (Peak); Department of Emergency Medicine, Saint Joseph Mercy Hospital, Ann Arbor, Mich. (Domeier); Department of Emergency Medicine, Wayne State University School of Medicine, Detroit (O'Neil); Department of Emergency Medicine, University of Massachusetts Medical School-Baystate, Springfield (Rathley); Department of Emergency Medicine, Beth Israel Deaconess Medical Center, Boston (Sanchez); Department of Emergency Medicine, Harvard Medical School, Boston (Sanchez); Department of Psychiatry, Yale School of Medicine, and U.S. Department of Veterans Affairs National Center for Posttraumatic Stress Disorder, Veterans Affairs Connecticut Healthcare System, New Haven, Conn. (Pietrzak); Department of Psychology, Yale University, New Haven, Conn. (Joorman); Department of Psychological and Brain Sciences, Washington University, St. Louis (Barch); Department of Biosciences and Neuroscience and Institute for Behavioral Medicine Research, Ohio State University Wexner Medical Center, Columbus (Sheridan); Department of Psychiatry, University of Pittsburgh, Pittsburgh (Luna); Departments of Anesthesiology and Internal Medicine-Rheumatology, University of Michigan Medical School, Ann Arbor (Harte); the Kolling Institute of Medical Research, Northern Clinical School, University of Sydney, and Faculty of Medicine and Health, University of Sydney, Sydney, Australia (Elliott); Physical Therapy and Human Movement Sciences, Feinberg School of Medicine, Northwestern University, Chicago (Elliott); Department of Psychology, Temple University, Philadelphia (Murty); Department of Psychiatry and Behavioral Neurosciences, Wayne State University, Detroit (Jovanovich); Department of Psychological Sciences, University of Missouri, St. Louis (Bruce); Department of Emergency Medicine, Washington University School of Medicine, St. Louis (House); Department of Health Care Policy, Harvard Medical School, Boston (Kessler); Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston (Koenen); Department of Emergency Medicine, University of North Carolina, Chapel Hill (McLean)
| | - Claire Pearson
- Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta (Stevens, van Rooij, Ely, Roeckner, Vincent); Division of Depression and Anxiety, McLean Hospital, Belmont, Mass. (Harnett, Lebois, Ressler); Department of Psychiatry, Harvard Medical School, Boston (Harnett, Lebois, Pizzagalli, Ressler); Departments of Emergency Medicine and Health Services, Policy, and Practice, Alpert Medical School of Brown University, Rhode Island Hospital, and the Miriam Hospital, Providence, R.I. (Beaudoin); Department of Anesthesiology, Institute of Trauma Recovery, University of North Carolina, Chapel Hill (An, Linnstaedt, McLean); Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina, Chapel Hill (Zeng); Departments of Psychiatry and Neurology, University of California, San Francisco (Neylan); Department of Biomedical Informatics, Emory University School of Medicine, Atlanta (Clifford); Institute for Technology in Psychiatry (Germine) and Department of Psychiatry (Rauch), McLean Hospital, Belmont, Mass.; Department of Emergency Medicine, Henry Ford Health System, Detroit (Lewandowski); Department of Emergency Medicine, Vanderbilt University Medical Center, Nashville, Tenn. (Storrow); Department of Emergency Medicine, University of Florida College of Medicine, Jacksonville (Hendry, Sheikh); Department of Emergency Medicine, Indiana University School of Medicine, Indianapolis (Musey); Department of Emergency Medicine, University of Massachusetts Medical School, Worcester (Haran); Department of Emergency Medicine, Cooper Medical School of Rowan University, Camden, N.J. (Jones); Department of Emergency Medicine, College of Medicine and College of Nursing, University of Cincinnati, Cincinnati (Punches); Department of Emergency Medicine and Center for Addiction Research, University of Cincinnati College of Medicine, Cincinnati (Lyons); Departments of Emergency Medicine and Surgery, Division of Acute Care Surgery, University of Alabama School of Medicine, Birmingham (Kurz); Center for Injury Science, University of Alabama, Birmingham (Kurz); Department of Emergency Medicine, Boston Medical Center, Boston (McGrath); Departments of Surgery (Pascual) and Neurosurgery (Pascual), Perelman School of Medicine, University of Pennsylvania, Philadelphia; Department of Emergency Medicine, Einstein Health Care Network, Philadelphia (Datner); Department of Emergency Medicine, Jefferson University Hospitals, Philadelphia (Chang); Department of Emergency Medicine, Wayne State University, Detroit (Pearson); Department of Emergency Medicine, Massachusetts General Hospital, Boston (Peak); Department of Emergency Medicine, Saint Joseph Mercy Hospital, Ann Arbor, Mich. (Domeier); Department of Emergency Medicine, Wayne State University School of Medicine, Detroit (O'Neil); Department of Emergency Medicine, University of Massachusetts Medical School-Baystate, Springfield (Rathley); Department of Emergency Medicine, Beth Israel Deaconess Medical Center, Boston (Sanchez); Department of Emergency Medicine, Harvard Medical School, Boston (Sanchez); Department of Psychiatry, Yale School of Medicine, and U.S. Department of Veterans Affairs National Center for Posttraumatic Stress Disorder, Veterans Affairs Connecticut Healthcare System, New Haven, Conn. (Pietrzak); Department of Psychology, Yale University, New Haven, Conn. (Joorman); Department of Psychological and Brain Sciences, Washington University, St. Louis (Barch); Department of Biosciences and Neuroscience and Institute for Behavioral Medicine Research, Ohio State University Wexner Medical Center, Columbus (Sheridan); Department of Psychiatry, University of Pittsburgh, Pittsburgh (Luna); Departments of Anesthesiology and Internal Medicine-Rheumatology, University of Michigan Medical School, Ann Arbor (Harte); the Kolling Institute of Medical Research, Northern Clinical School, University of Sydney, and Faculty of Medicine and Health, University of Sydney, Sydney, Australia (Elliott); Physical Therapy and Human Movement Sciences, Feinberg School of Medicine, Northwestern University, Chicago (Elliott); Department of Psychology, Temple University, Philadelphia (Murty); Department of Psychiatry and Behavioral Neurosciences, Wayne State University, Detroit (Jovanovich); Department of Psychological Sciences, University of Missouri, St. Louis (Bruce); Department of Emergency Medicine, Washington University School of Medicine, St. Louis (House); Department of Health Care Policy, Harvard Medical School, Boston (Kessler); Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston (Koenen); Department of Emergency Medicine, University of North Carolina, Chapel Hill (McLean)
| | - David A Peak
- Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta (Stevens, van Rooij, Ely, Roeckner, Vincent); Division of Depression and Anxiety, McLean Hospital, Belmont, Mass. (Harnett, Lebois, Ressler); Department of Psychiatry, Harvard Medical School, Boston (Harnett, Lebois, Pizzagalli, Ressler); Departments of Emergency Medicine and Health Services, Policy, and Practice, Alpert Medical School of Brown University, Rhode Island Hospital, and the Miriam Hospital, Providence, R.I. (Beaudoin); Department of Anesthesiology, Institute of Trauma Recovery, University of North Carolina, Chapel Hill (An, Linnstaedt, McLean); Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina, Chapel Hill (Zeng); Departments of Psychiatry and Neurology, University of California, San Francisco (Neylan); Department of Biomedical Informatics, Emory University School of Medicine, Atlanta (Clifford); Institute for Technology in Psychiatry (Germine) and Department of Psychiatry (Rauch), McLean Hospital, Belmont, Mass.; Department of Emergency Medicine, Henry Ford Health System, Detroit (Lewandowski); Department of Emergency Medicine, Vanderbilt University Medical Center, Nashville, Tenn. (Storrow); Department of Emergency Medicine, University of Florida College of Medicine, Jacksonville (Hendry, Sheikh); Department of Emergency Medicine, Indiana University School of Medicine, Indianapolis (Musey); Department of Emergency Medicine, University of Massachusetts Medical School, Worcester (Haran); Department of Emergency Medicine, Cooper Medical School of Rowan University, Camden, N.J. (Jones); Department of Emergency Medicine, College of Medicine and College of Nursing, University of Cincinnati, Cincinnati (Punches); Department of Emergency Medicine and Center for Addiction Research, University of Cincinnati College of Medicine, Cincinnati (Lyons); Departments of Emergency Medicine and Surgery, Division of Acute Care Surgery, University of Alabama School of Medicine, Birmingham (Kurz); Center for Injury Science, University of Alabama, Birmingham (Kurz); Department of Emergency Medicine, Boston Medical Center, Boston (McGrath); Departments of Surgery (Pascual) and Neurosurgery (Pascual), Perelman School of Medicine, University of Pennsylvania, Philadelphia; Department of Emergency Medicine, Einstein Health Care Network, Philadelphia (Datner); Department of Emergency Medicine, Jefferson University Hospitals, Philadelphia (Chang); Department of Emergency Medicine, Wayne State University, Detroit (Pearson); Department of Emergency Medicine, Massachusetts General Hospital, Boston (Peak); Department of Emergency Medicine, Saint Joseph Mercy Hospital, Ann Arbor, Mich. (Domeier); Department of Emergency Medicine, Wayne State University School of Medicine, Detroit (O'Neil); Department of Emergency Medicine, University of Massachusetts Medical School-Baystate, Springfield (Rathley); Department of Emergency Medicine, Beth Israel Deaconess Medical Center, Boston (Sanchez); Department of Emergency Medicine, Harvard Medical School, Boston (Sanchez); Department of Psychiatry, Yale School of Medicine, and U.S. Department of Veterans Affairs National Center for Posttraumatic Stress Disorder, Veterans Affairs Connecticut Healthcare System, New Haven, Conn. (Pietrzak); Department of Psychology, Yale University, New Haven, Conn. (Joorman); Department of Psychological and Brain Sciences, Washington University, St. Louis (Barch); Department of Biosciences and Neuroscience and Institute for Behavioral Medicine Research, Ohio State University Wexner Medical Center, Columbus (Sheridan); Department of Psychiatry, University of Pittsburgh, Pittsburgh (Luna); Departments of Anesthesiology and Internal Medicine-Rheumatology, University of Michigan Medical School, Ann Arbor (Harte); the Kolling Institute of Medical Research, Northern Clinical School, University of Sydney, and Faculty of Medicine and Health, University of Sydney, Sydney, Australia (Elliott); Physical Therapy and Human Movement Sciences, Feinberg School of Medicine, Northwestern University, Chicago (Elliott); Department of Psychology, Temple University, Philadelphia (Murty); Department of Psychiatry and Behavioral Neurosciences, Wayne State University, Detroit (Jovanovich); Department of Psychological Sciences, University of Missouri, St. Louis (Bruce); Department of Emergency Medicine, Washington University School of Medicine, St. Louis (House); Department of Health Care Policy, Harvard Medical School, Boston (Kessler); Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston (Koenen); Department of Emergency Medicine, University of North Carolina, Chapel Hill (McLean)
| | - Robert M Domeier
- Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta (Stevens, van Rooij, Ely, Roeckner, Vincent); Division of Depression and Anxiety, McLean Hospital, Belmont, Mass. (Harnett, Lebois, Ressler); Department of Psychiatry, Harvard Medical School, Boston (Harnett, Lebois, Pizzagalli, Ressler); Departments of Emergency Medicine and Health Services, Policy, and Practice, Alpert Medical School of Brown University, Rhode Island Hospital, and the Miriam Hospital, Providence, R.I. (Beaudoin); Department of Anesthesiology, Institute of Trauma Recovery, University of North Carolina, Chapel Hill (An, Linnstaedt, McLean); Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina, Chapel Hill (Zeng); Departments of Psychiatry and Neurology, University of California, San Francisco (Neylan); Department of Biomedical Informatics, Emory University School of Medicine, Atlanta (Clifford); Institute for Technology in Psychiatry (Germine) and Department of Psychiatry (Rauch), McLean Hospital, Belmont, Mass.; Department of Emergency Medicine, Henry Ford Health System, Detroit (Lewandowski); Department of Emergency Medicine, Vanderbilt University Medical Center, Nashville, Tenn. (Storrow); Department of Emergency Medicine, University of Florida College of Medicine, Jacksonville (Hendry, Sheikh); Department of Emergency Medicine, Indiana University School of Medicine, Indianapolis (Musey); Department of Emergency Medicine, University of Massachusetts Medical School, Worcester (Haran); Department of Emergency Medicine, Cooper Medical School of Rowan University, Camden, N.J. (Jones); Department of Emergency Medicine, College of Medicine and College of Nursing, University of Cincinnati, Cincinnati (Punches); Department of Emergency Medicine and Center for Addiction Research, University of Cincinnati College of Medicine, Cincinnati (Lyons); Departments of Emergency Medicine and Surgery, Division of Acute Care Surgery, University of Alabama School of Medicine, Birmingham (Kurz); Center for Injury Science, University of Alabama, Birmingham (Kurz); Department of Emergency Medicine, Boston Medical Center, Boston (McGrath); Departments of Surgery (Pascual) and Neurosurgery (Pascual), Perelman School of Medicine, University of Pennsylvania, Philadelphia; Department of Emergency Medicine, Einstein Health Care Network, Philadelphia (Datner); Department of Emergency Medicine, Jefferson University Hospitals, Philadelphia (Chang); Department of Emergency Medicine, Wayne State University, Detroit (Pearson); Department of Emergency Medicine, Massachusetts General Hospital, Boston (Peak); Department of Emergency Medicine, Saint Joseph Mercy Hospital, Ann Arbor, Mich. (Domeier); Department of Emergency Medicine, Wayne State University School of Medicine, Detroit (O'Neil); Department of Emergency Medicine, University of Massachusetts Medical School-Baystate, Springfield (Rathley); Department of Emergency Medicine, Beth Israel Deaconess Medical Center, Boston (Sanchez); Department of Emergency Medicine, Harvard Medical School, Boston (Sanchez); Department of Psychiatry, Yale School of Medicine, and U.S. Department of Veterans Affairs National Center for Posttraumatic Stress Disorder, Veterans Affairs Connecticut Healthcare System, New Haven, Conn. (Pietrzak); Department of Psychology, Yale University, New Haven, Conn. (Joorman); Department of Psychological and Brain Sciences, Washington University, St. Louis (Barch); Department of Biosciences and Neuroscience and Institute for Behavioral Medicine Research, Ohio State University Wexner Medical Center, Columbus (Sheridan); Department of Psychiatry, University of Pittsburgh, Pittsburgh (Luna); Departments of Anesthesiology and Internal Medicine-Rheumatology, University of Michigan Medical School, Ann Arbor (Harte); the Kolling Institute of Medical Research, Northern Clinical School, University of Sydney, and Faculty of Medicine and Health, University of Sydney, Sydney, Australia (Elliott); Physical Therapy and Human Movement Sciences, Feinberg School of Medicine, Northwestern University, Chicago (Elliott); Department of Psychology, Temple University, Philadelphia (Murty); Department of Psychiatry and Behavioral Neurosciences, Wayne State University, Detroit (Jovanovich); Department of Psychological Sciences, University of Missouri, St. Louis (Bruce); Department of Emergency Medicine, Washington University School of Medicine, St. Louis (House); Department of Health Care Policy, Harvard Medical School, Boston (Kessler); Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston (Koenen); Department of Emergency Medicine, University of North Carolina, Chapel Hill (McLean)
| | - Brian J O'Neil
- Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta (Stevens, van Rooij, Ely, Roeckner, Vincent); Division of Depression and Anxiety, McLean Hospital, Belmont, Mass. (Harnett, Lebois, Ressler); Department of Psychiatry, Harvard Medical School, Boston (Harnett, Lebois, Pizzagalli, Ressler); Departments of Emergency Medicine and Health Services, Policy, and Practice, Alpert Medical School of Brown University, Rhode Island Hospital, and the Miriam Hospital, Providence, R.I. (Beaudoin); Department of Anesthesiology, Institute of Trauma Recovery, University of North Carolina, Chapel Hill (An, Linnstaedt, McLean); Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina, Chapel Hill (Zeng); Departments of Psychiatry and Neurology, University of California, San Francisco (Neylan); Department of Biomedical Informatics, Emory University School of Medicine, Atlanta (Clifford); Institute for Technology in Psychiatry (Germine) and Department of Psychiatry (Rauch), McLean Hospital, Belmont, Mass.; Department of Emergency Medicine, Henry Ford Health System, Detroit (Lewandowski); Department of Emergency Medicine, Vanderbilt University Medical Center, Nashville, Tenn. (Storrow); Department of Emergency Medicine, University of Florida College of Medicine, Jacksonville (Hendry, Sheikh); Department of Emergency Medicine, Indiana University School of Medicine, Indianapolis (Musey); Department of Emergency Medicine, University of Massachusetts Medical School, Worcester (Haran); Department of Emergency Medicine, Cooper Medical School of Rowan University, Camden, N.J. (Jones); Department of Emergency Medicine, College of Medicine and College of Nursing, University of Cincinnati, Cincinnati (Punches); Department of Emergency Medicine and Center for Addiction Research, University of Cincinnati College of Medicine, Cincinnati (Lyons); Departments of Emergency Medicine and Surgery, Division of Acute Care Surgery, University of Alabama School of Medicine, Birmingham (Kurz); Center for Injury Science, University of Alabama, Birmingham (Kurz); Department of Emergency Medicine, Boston Medical Center, Boston (McGrath); Departments of Surgery (Pascual) and Neurosurgery (Pascual), Perelman School of Medicine, University of Pennsylvania, Philadelphia; Department of Emergency Medicine, Einstein Health Care Network, Philadelphia (Datner); Department of Emergency Medicine, Jefferson University Hospitals, Philadelphia (Chang); Department of Emergency Medicine, Wayne State University, Detroit (Pearson); Department of Emergency Medicine, Massachusetts General Hospital, Boston (Peak); Department of Emergency Medicine, Saint Joseph Mercy Hospital, Ann Arbor, Mich. (Domeier); Department of Emergency Medicine, Wayne State University School of Medicine, Detroit (O'Neil); Department of Emergency Medicine, University of Massachusetts Medical School-Baystate, Springfield (Rathley); Department of Emergency Medicine, Beth Israel Deaconess Medical Center, Boston (Sanchez); Department of Emergency Medicine, Harvard Medical School, Boston (Sanchez); Department of Psychiatry, Yale School of Medicine, and U.S. Department of Veterans Affairs National Center for Posttraumatic Stress Disorder, Veterans Affairs Connecticut Healthcare System, New Haven, Conn. (Pietrzak); Department of Psychology, Yale University, New Haven, Conn. (Joorman); Department of Psychological and Brain Sciences, Washington University, St. Louis (Barch); Department of Biosciences and Neuroscience and Institute for Behavioral Medicine Research, Ohio State University Wexner Medical Center, Columbus (Sheridan); Department of Psychiatry, University of Pittsburgh, Pittsburgh (Luna); Departments of Anesthesiology and Internal Medicine-Rheumatology, University of Michigan Medical School, Ann Arbor (Harte); the Kolling Institute of Medical Research, Northern Clinical School, University of Sydney, and Faculty of Medicine and Health, University of Sydney, Sydney, Australia (Elliott); Physical Therapy and Human Movement Sciences, Feinberg School of Medicine, Northwestern University, Chicago (Elliott); Department of Psychology, Temple University, Philadelphia (Murty); Department of Psychiatry and Behavioral Neurosciences, Wayne State University, Detroit (Jovanovich); Department of Psychological Sciences, University of Missouri, St. Louis (Bruce); Department of Emergency Medicine, Washington University School of Medicine, St. Louis (House); Department of Health Care Policy, Harvard Medical School, Boston (Kessler); Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston (Koenen); Department of Emergency Medicine, University of North Carolina, Chapel Hill (McLean)
| | - Niels K Rathlev
- Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta (Stevens, van Rooij, Ely, Roeckner, Vincent); Division of Depression and Anxiety, McLean Hospital, Belmont, Mass. (Harnett, Lebois, Ressler); Department of Psychiatry, Harvard Medical School, Boston (Harnett, Lebois, Pizzagalli, Ressler); Departments of Emergency Medicine and Health Services, Policy, and Practice, Alpert Medical School of Brown University, Rhode Island Hospital, and the Miriam Hospital, Providence, R.I. (Beaudoin); Department of Anesthesiology, Institute of Trauma Recovery, University of North Carolina, Chapel Hill (An, Linnstaedt, McLean); Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina, Chapel Hill (Zeng); Departments of Psychiatry and Neurology, University of California, San Francisco (Neylan); Department of Biomedical Informatics, Emory University School of Medicine, Atlanta (Clifford); Institute for Technology in Psychiatry (Germine) and Department of Psychiatry (Rauch), McLean Hospital, Belmont, Mass.; Department of Emergency Medicine, Henry Ford Health System, Detroit (Lewandowski); Department of Emergency Medicine, Vanderbilt University Medical Center, Nashville, Tenn. (Storrow); Department of Emergency Medicine, University of Florida College of Medicine, Jacksonville (Hendry, Sheikh); Department of Emergency Medicine, Indiana University School of Medicine, Indianapolis (Musey); Department of Emergency Medicine, University of Massachusetts Medical School, Worcester (Haran); Department of Emergency Medicine, Cooper Medical School of Rowan University, Camden, N.J. (Jones); Department of Emergency Medicine, College of Medicine and College of Nursing, University of Cincinnati, Cincinnati (Punches); Department of Emergency Medicine and Center for Addiction Research, University of Cincinnati College of Medicine, Cincinnati (Lyons); Departments of Emergency Medicine and Surgery, Division of Acute Care Surgery, University of Alabama School of Medicine, Birmingham (Kurz); Center for Injury Science, University of Alabama, Birmingham (Kurz); Department of Emergency Medicine, Boston Medical Center, Boston (McGrath); Departments of Surgery (Pascual) and Neurosurgery (Pascual), Perelman School of Medicine, University of Pennsylvania, Philadelphia; Department of Emergency Medicine, Einstein Health Care Network, Philadelphia (Datner); Department of Emergency Medicine, Jefferson University Hospitals, Philadelphia (Chang); Department of Emergency Medicine, Wayne State University, Detroit (Pearson); Department of Emergency Medicine, Massachusetts General Hospital, Boston (Peak); Department of Emergency Medicine, Saint Joseph Mercy Hospital, Ann Arbor, Mich. (Domeier); Department of Emergency Medicine, Wayne State University School of Medicine, Detroit (O'Neil); Department of Emergency Medicine, University of Massachusetts Medical School-Baystate, Springfield (Rathley); Department of Emergency Medicine, Beth Israel Deaconess Medical Center, Boston (Sanchez); Department of Emergency Medicine, Harvard Medical School, Boston (Sanchez); Department of Psychiatry, Yale School of Medicine, and U.S. Department of Veterans Affairs National Center for Posttraumatic Stress Disorder, Veterans Affairs Connecticut Healthcare System, New Haven, Conn. (Pietrzak); Department of Psychology, Yale University, New Haven, Conn. (Joorman); Department of Psychological and Brain Sciences, Washington University, St. Louis (Barch); Department of Biosciences and Neuroscience and Institute for Behavioral Medicine Research, Ohio State University Wexner Medical Center, Columbus (Sheridan); Department of Psychiatry, University of Pittsburgh, Pittsburgh (Luna); Departments of Anesthesiology and Internal Medicine-Rheumatology, University of Michigan Medical School, Ann Arbor (Harte); the Kolling Institute of Medical Research, Northern Clinical School, University of Sydney, and Faculty of Medicine and Health, University of Sydney, Sydney, Australia (Elliott); Physical Therapy and Human Movement Sciences, Feinberg School of Medicine, Northwestern University, Chicago (Elliott); Department of Psychology, Temple University, Philadelphia (Murty); Department of Psychiatry and Behavioral Neurosciences, Wayne State University, Detroit (Jovanovich); Department of Psychological Sciences, University of Missouri, St. Louis (Bruce); Department of Emergency Medicine, Washington University School of Medicine, St. Louis (House); Department of Health Care Policy, Harvard Medical School, Boston (Kessler); Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston (Koenen); Department of Emergency Medicine, University of North Carolina, Chapel Hill (McLean)
| | - Leon D Sanchez
- Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta (Stevens, van Rooij, Ely, Roeckner, Vincent); Division of Depression and Anxiety, McLean Hospital, Belmont, Mass. (Harnett, Lebois, Ressler); Department of Psychiatry, Harvard Medical School, Boston (Harnett, Lebois, Pizzagalli, Ressler); Departments of Emergency Medicine and Health Services, Policy, and Practice, Alpert Medical School of Brown University, Rhode Island Hospital, and the Miriam Hospital, Providence, R.I. (Beaudoin); Department of Anesthesiology, Institute of Trauma Recovery, University of North Carolina, Chapel Hill (An, Linnstaedt, McLean); Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina, Chapel Hill (Zeng); Departments of Psychiatry and Neurology, University of California, San Francisco (Neylan); Department of Biomedical Informatics, Emory University School of Medicine, Atlanta (Clifford); Institute for Technology in Psychiatry (Germine) and Department of Psychiatry (Rauch), McLean Hospital, Belmont, Mass.; Department of Emergency Medicine, Henry Ford Health System, Detroit (Lewandowski); Department of Emergency Medicine, Vanderbilt University Medical Center, Nashville, Tenn. (Storrow); Department of Emergency Medicine, University of Florida College of Medicine, Jacksonville (Hendry, Sheikh); Department of Emergency Medicine, Indiana University School of Medicine, Indianapolis (Musey); Department of Emergency Medicine, University of Massachusetts Medical School, Worcester (Haran); Department of Emergency Medicine, Cooper Medical School of Rowan University, Camden, N.J. (Jones); Department of Emergency Medicine, College of Medicine and College of Nursing, University of Cincinnati, Cincinnati (Punches); Department of Emergency Medicine and Center for Addiction Research, University of Cincinnati College of Medicine, Cincinnati (Lyons); Departments of Emergency Medicine and Surgery, Division of Acute Care Surgery, University of Alabama School of Medicine, Birmingham (Kurz); Center for Injury Science, University of Alabama, Birmingham (Kurz); Department of Emergency Medicine, Boston Medical Center, Boston (McGrath); Departments of Surgery (Pascual) and Neurosurgery (Pascual), Perelman School of Medicine, University of Pennsylvania, Philadelphia; Department of Emergency Medicine, Einstein Health Care Network, Philadelphia (Datner); Department of Emergency Medicine, Jefferson University Hospitals, Philadelphia (Chang); Department of Emergency Medicine, Wayne State University, Detroit (Pearson); Department of Emergency Medicine, Massachusetts General Hospital, Boston (Peak); Department of Emergency Medicine, Saint Joseph Mercy Hospital, Ann Arbor, Mich. (Domeier); Department of Emergency Medicine, Wayne State University School of Medicine, Detroit (O'Neil); Department of Emergency Medicine, University of Massachusetts Medical School-Baystate, Springfield (Rathley); Department of Emergency Medicine, Beth Israel Deaconess Medical Center, Boston (Sanchez); Department of Emergency Medicine, Harvard Medical School, Boston (Sanchez); Department of Psychiatry, Yale School of Medicine, and U.S. Department of Veterans Affairs National Center for Posttraumatic Stress Disorder, Veterans Affairs Connecticut Healthcare System, New Haven, Conn. (Pietrzak); Department of Psychology, Yale University, New Haven, Conn. (Joorman); Department of Psychological and Brain Sciences, Washington University, St. Louis (Barch); Department of Biosciences and Neuroscience and Institute for Behavioral Medicine Research, Ohio State University Wexner Medical Center, Columbus (Sheridan); Department of Psychiatry, University of Pittsburgh, Pittsburgh (Luna); Departments of Anesthesiology and Internal Medicine-Rheumatology, University of Michigan Medical School, Ann Arbor (Harte); the Kolling Institute of Medical Research, Northern Clinical School, University of Sydney, and Faculty of Medicine and Health, University of Sydney, Sydney, Australia (Elliott); Physical Therapy and Human Movement Sciences, Feinberg School of Medicine, Northwestern University, Chicago (Elliott); Department of Psychology, Temple University, Philadelphia (Murty); Department of Psychiatry and Behavioral Neurosciences, Wayne State University, Detroit (Jovanovich); Department of Psychological Sciences, University of Missouri, St. Louis (Bruce); Department of Emergency Medicine, Washington University School of Medicine, St. Louis (House); Department of Health Care Policy, Harvard Medical School, Boston (Kessler); Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston (Koenen); Department of Emergency Medicine, University of North Carolina, Chapel Hill (McLean)
| | - Robert H Pietrzak
- Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta (Stevens, van Rooij, Ely, Roeckner, Vincent); Division of Depression and Anxiety, McLean Hospital, Belmont, Mass. (Harnett, Lebois, Ressler); Department of Psychiatry, Harvard Medical School, Boston (Harnett, Lebois, Pizzagalli, Ressler); Departments of Emergency Medicine and Health Services, Policy, and Practice, Alpert Medical School of Brown University, Rhode Island Hospital, and the Miriam Hospital, Providence, R.I. (Beaudoin); Department of Anesthesiology, Institute of Trauma Recovery, University of North Carolina, Chapel Hill (An, Linnstaedt, McLean); Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina, Chapel Hill (Zeng); Departments of Psychiatry and Neurology, University of California, San Francisco (Neylan); Department of Biomedical Informatics, Emory University School of Medicine, Atlanta (Clifford); Institute for Technology in Psychiatry (Germine) and Department of Psychiatry (Rauch), McLean Hospital, Belmont, Mass.; Department of Emergency Medicine, Henry Ford Health System, Detroit (Lewandowski); Department of Emergency Medicine, Vanderbilt University Medical Center, Nashville, Tenn. (Storrow); Department of Emergency Medicine, University of Florida College of Medicine, Jacksonville (Hendry, Sheikh); Department of Emergency Medicine, Indiana University School of Medicine, Indianapolis (Musey); Department of Emergency Medicine, University of Massachusetts Medical School, Worcester (Haran); Department of Emergency Medicine, Cooper Medical School of Rowan University, Camden, N.J. (Jones); Department of Emergency Medicine, College of Medicine and College of Nursing, University of Cincinnati, Cincinnati (Punches); Department of Emergency Medicine and Center for Addiction Research, University of Cincinnati College of Medicine, Cincinnati (Lyons); Departments of Emergency Medicine and Surgery, Division of Acute Care Surgery, University of Alabama School of Medicine, Birmingham (Kurz); Center for Injury Science, University of Alabama, Birmingham (Kurz); Department of Emergency Medicine, Boston Medical Center, Boston (McGrath); Departments of Surgery (Pascual) and Neurosurgery (Pascual), Perelman School of Medicine, University of Pennsylvania, Philadelphia; Department of Emergency Medicine, Einstein Health Care Network, Philadelphia (Datner); Department of Emergency Medicine, Jefferson University Hospitals, Philadelphia (Chang); Department of Emergency Medicine, Wayne State University, Detroit (Pearson); Department of Emergency Medicine, Massachusetts General Hospital, Boston (Peak); Department of Emergency Medicine, Saint Joseph Mercy Hospital, Ann Arbor, Mich. (Domeier); Department of Emergency Medicine, Wayne State University School of Medicine, Detroit (O'Neil); Department of Emergency Medicine, University of Massachusetts Medical School-Baystate, Springfield (Rathley); Department of Emergency Medicine, Beth Israel Deaconess Medical Center, Boston (Sanchez); Department of Emergency Medicine, Harvard Medical School, Boston (Sanchez); Department of Psychiatry, Yale School of Medicine, and U.S. Department of Veterans Affairs National Center for Posttraumatic Stress Disorder, Veterans Affairs Connecticut Healthcare System, New Haven, Conn. (Pietrzak); Department of Psychology, Yale University, New Haven, Conn. (Joorman); Department of Psychological and Brain Sciences, Washington University, St. Louis (Barch); Department of Biosciences and Neuroscience and Institute for Behavioral Medicine Research, Ohio State University Wexner Medical Center, Columbus (Sheridan); Department of Psychiatry, University of Pittsburgh, Pittsburgh (Luna); Departments of Anesthesiology and Internal Medicine-Rheumatology, University of Michigan Medical School, Ann Arbor (Harte); the Kolling Institute of Medical Research, Northern Clinical School, University of Sydney, and Faculty of Medicine and Health, University of Sydney, Sydney, Australia (Elliott); Physical Therapy and Human Movement Sciences, Feinberg School of Medicine, Northwestern University, Chicago (Elliott); Department of Psychology, Temple University, Philadelphia (Murty); Department of Psychiatry and Behavioral Neurosciences, Wayne State University, Detroit (Jovanovich); Department of Psychological Sciences, University of Missouri, St. Louis (Bruce); Department of Emergency Medicine, Washington University School of Medicine, St. Louis (House); Department of Health Care Policy, Harvard Medical School, Boston (Kessler); Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston (Koenen); Department of Emergency Medicine, University of North Carolina, Chapel Hill (McLean)
| | - Jutta Joormann
- Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta (Stevens, van Rooij, Ely, Roeckner, Vincent); Division of Depression and Anxiety, McLean Hospital, Belmont, Mass. (Harnett, Lebois, Ressler); Department of Psychiatry, Harvard Medical School, Boston (Harnett, Lebois, Pizzagalli, Ressler); Departments of Emergency Medicine and Health Services, Policy, and Practice, Alpert Medical School of Brown University, Rhode Island Hospital, and the Miriam Hospital, Providence, R.I. (Beaudoin); Department of Anesthesiology, Institute of Trauma Recovery, University of North Carolina, Chapel Hill (An, Linnstaedt, McLean); Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina, Chapel Hill (Zeng); Departments of Psychiatry and Neurology, University of California, San Francisco (Neylan); Department of Biomedical Informatics, Emory University School of Medicine, Atlanta (Clifford); Institute for Technology in Psychiatry (Germine) and Department of Psychiatry (Rauch), McLean Hospital, Belmont, Mass.; Department of Emergency Medicine, Henry Ford Health System, Detroit (Lewandowski); Department of Emergency Medicine, Vanderbilt University Medical Center, Nashville, Tenn. (Storrow); Department of Emergency Medicine, University of Florida College of Medicine, Jacksonville (Hendry, Sheikh); Department of Emergency Medicine, Indiana University School of Medicine, Indianapolis (Musey); Department of Emergency Medicine, University of Massachusetts Medical School, Worcester (Haran); Department of Emergency Medicine, Cooper Medical School of Rowan University, Camden, N.J. (Jones); Department of Emergency Medicine, College of Medicine and College of Nursing, University of Cincinnati, Cincinnati (Punches); Department of Emergency Medicine and Center for Addiction Research, University of Cincinnati College of Medicine, Cincinnati (Lyons); Departments of Emergency Medicine and Surgery, Division of Acute Care Surgery, University of Alabama School of Medicine, Birmingham (Kurz); Center for Injury Science, University of Alabama, Birmingham (Kurz); Department of Emergency Medicine, Boston Medical Center, Boston (McGrath); Departments of Surgery (Pascual) and Neurosurgery (Pascual), Perelman School of Medicine, University of Pennsylvania, Philadelphia; Department of Emergency Medicine, Einstein Health Care Network, Philadelphia (Datner); Department of Emergency Medicine, Jefferson University Hospitals, Philadelphia (Chang); Department of Emergency Medicine, Wayne State University, Detroit (Pearson); Department of Emergency Medicine, Massachusetts General Hospital, Boston (Peak); Department of Emergency Medicine, Saint Joseph Mercy Hospital, Ann Arbor, Mich. (Domeier); Department of Emergency Medicine, Wayne State University School of Medicine, Detroit (O'Neil); Department of Emergency Medicine, University of Massachusetts Medical School-Baystate, Springfield (Rathley); Department of Emergency Medicine, Beth Israel Deaconess Medical Center, Boston (Sanchez); Department of Emergency Medicine, Harvard Medical School, Boston (Sanchez); Department of Psychiatry, Yale School of Medicine, and U.S. Department of Veterans Affairs National Center for Posttraumatic Stress Disorder, Veterans Affairs Connecticut Healthcare System, New Haven, Conn. (Pietrzak); Department of Psychology, Yale University, New Haven, Conn. (Joorman); Department of Psychological and Brain Sciences, Washington University, St. Louis (Barch); Department of Biosciences and Neuroscience and Institute for Behavioral Medicine Research, Ohio State University Wexner Medical Center, Columbus (Sheridan); Department of Psychiatry, University of Pittsburgh, Pittsburgh (Luna); Departments of Anesthesiology and Internal Medicine-Rheumatology, University of Michigan Medical School, Ann Arbor (Harte); the Kolling Institute of Medical Research, Northern Clinical School, University of Sydney, and Faculty of Medicine and Health, University of Sydney, Sydney, Australia (Elliott); Physical Therapy and Human Movement Sciences, Feinberg School of Medicine, Northwestern University, Chicago (Elliott); Department of Psychology, Temple University, Philadelphia (Murty); Department of Psychiatry and Behavioral Neurosciences, Wayne State University, Detroit (Jovanovich); Department of Psychological Sciences, University of Missouri, St. Louis (Bruce); Department of Emergency Medicine, Washington University School of Medicine, St. Louis (House); Department of Health Care Policy, Harvard Medical School, Boston (Kessler); Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston (Koenen); Department of Emergency Medicine, University of North Carolina, Chapel Hill (McLean)
| | - Deanna M Barch
- Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta (Stevens, van Rooij, Ely, Roeckner, Vincent); Division of Depression and Anxiety, McLean Hospital, Belmont, Mass. (Harnett, Lebois, Ressler); Department of Psychiatry, Harvard Medical School, Boston (Harnett, Lebois, Pizzagalli, Ressler); Departments of Emergency Medicine and Health Services, Policy, and Practice, Alpert Medical School of Brown University, Rhode Island Hospital, and the Miriam Hospital, Providence, R.I. (Beaudoin); Department of Anesthesiology, Institute of Trauma Recovery, University of North Carolina, Chapel Hill (An, Linnstaedt, McLean); Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina, Chapel Hill (Zeng); Departments of Psychiatry and Neurology, University of California, San Francisco (Neylan); Department of Biomedical Informatics, Emory University School of Medicine, Atlanta (Clifford); Institute for Technology in Psychiatry (Germine) and Department of Psychiatry (Rauch), McLean Hospital, Belmont, Mass.; Department of Emergency Medicine, Henry Ford Health System, Detroit (Lewandowski); Department of Emergency Medicine, Vanderbilt University Medical Center, Nashville, Tenn. (Storrow); Department of Emergency Medicine, University of Florida College of Medicine, Jacksonville (Hendry, Sheikh); Department of Emergency Medicine, Indiana University School of Medicine, Indianapolis (Musey); Department of Emergency Medicine, University of Massachusetts Medical School, Worcester (Haran); Department of Emergency Medicine, Cooper Medical School of Rowan University, Camden, N.J. (Jones); Department of Emergency Medicine, College of Medicine and College of Nursing, University of Cincinnati, Cincinnati (Punches); Department of Emergency Medicine and Center for Addiction Research, University of Cincinnati College of Medicine, Cincinnati (Lyons); Departments of Emergency Medicine and Surgery, Division of Acute Care Surgery, University of Alabama School of Medicine, Birmingham (Kurz); Center for Injury Science, University of Alabama, Birmingham (Kurz); Department of Emergency Medicine, Boston Medical Center, Boston (McGrath); Departments of Surgery (Pascual) and Neurosurgery (Pascual), Perelman School of Medicine, University of Pennsylvania, Philadelphia; Department of Emergency Medicine, Einstein Health Care Network, Philadelphia (Datner); Department of Emergency Medicine, Jefferson University Hospitals, Philadelphia (Chang); Department of Emergency Medicine, Wayne State University, Detroit (Pearson); Department of Emergency Medicine, Massachusetts General Hospital, Boston (Peak); Department of Emergency Medicine, Saint Joseph Mercy Hospital, Ann Arbor, Mich. (Domeier); Department of Emergency Medicine, Wayne State University School of Medicine, Detroit (O'Neil); Department of Emergency Medicine, University of Massachusetts Medical School-Baystate, Springfield (Rathley); Department of Emergency Medicine, Beth Israel Deaconess Medical Center, Boston (Sanchez); Department of Emergency Medicine, Harvard Medical School, Boston (Sanchez); Department of Psychiatry, Yale School of Medicine, and U.S. Department of Veterans Affairs National Center for Posttraumatic Stress Disorder, Veterans Affairs Connecticut Healthcare System, New Haven, Conn. (Pietrzak); Department of Psychology, Yale University, New Haven, Conn. (Joorman); Department of Psychological and Brain Sciences, Washington University, St. Louis (Barch); Department of Biosciences and Neuroscience and Institute for Behavioral Medicine Research, Ohio State University Wexner Medical Center, Columbus (Sheridan); Department of Psychiatry, University of Pittsburgh, Pittsburgh (Luna); Departments of Anesthesiology and Internal Medicine-Rheumatology, University of Michigan Medical School, Ann Arbor (Harte); the Kolling Institute of Medical Research, Northern Clinical School, University of Sydney, and Faculty of Medicine and Health, University of Sydney, Sydney, Australia (Elliott); Physical Therapy and Human Movement Sciences, Feinberg School of Medicine, Northwestern University, Chicago (Elliott); Department of Psychology, Temple University, Philadelphia (Murty); Department of Psychiatry and Behavioral Neurosciences, Wayne State University, Detroit (Jovanovich); Department of Psychological Sciences, University of Missouri, St. Louis (Bruce); Department of Emergency Medicine, Washington University School of Medicine, St. Louis (House); Department of Health Care Policy, Harvard Medical School, Boston (Kessler); Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston (Koenen); Department of Emergency Medicine, University of North Carolina, Chapel Hill (McLean)
| | - Diego A Pizzagalli
- Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta (Stevens, van Rooij, Ely, Roeckner, Vincent); Division of Depression and Anxiety, McLean Hospital, Belmont, Mass. (Harnett, Lebois, Ressler); Department of Psychiatry, Harvard Medical School, Boston (Harnett, Lebois, Pizzagalli, Ressler); Departments of Emergency Medicine and Health Services, Policy, and Practice, Alpert Medical School of Brown University, Rhode Island Hospital, and the Miriam Hospital, Providence, R.I. (Beaudoin); Department of Anesthesiology, Institute of Trauma Recovery, University of North Carolina, Chapel Hill (An, Linnstaedt, McLean); Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina, Chapel Hill (Zeng); Departments of Psychiatry and Neurology, University of California, San Francisco (Neylan); Department of Biomedical Informatics, Emory University School of Medicine, Atlanta (Clifford); Institute for Technology in Psychiatry (Germine) and Department of Psychiatry (Rauch), McLean Hospital, Belmont, Mass.; Department of Emergency Medicine, Henry Ford Health System, Detroit (Lewandowski); Department of Emergency Medicine, Vanderbilt University Medical Center, Nashville, Tenn. (Storrow); Department of Emergency Medicine, University of Florida College of Medicine, Jacksonville (Hendry, Sheikh); Department of Emergency Medicine, Indiana University School of Medicine, Indianapolis (Musey); Department of Emergency Medicine, University of Massachusetts Medical School, Worcester (Haran); Department of Emergency Medicine, Cooper Medical School of Rowan University, Camden, N.J. (Jones); Department of Emergency Medicine, College of Medicine and College of Nursing, University of Cincinnati, Cincinnati (Punches); Department of Emergency Medicine and Center for Addiction Research, University of Cincinnati College of Medicine, Cincinnati (Lyons); Departments of Emergency Medicine and Surgery, Division of Acute Care Surgery, University of Alabama School of Medicine, Birmingham (Kurz); Center for Injury Science, University of Alabama, Birmingham (Kurz); Department of Emergency Medicine, Boston Medical Center, Boston (McGrath); Departments of Surgery (Pascual) and Neurosurgery (Pascual), Perelman School of Medicine, University of Pennsylvania, Philadelphia; Department of Emergency Medicine, Einstein Health Care Network, Philadelphia (Datner); Department of Emergency Medicine, Jefferson University Hospitals, Philadelphia (Chang); Department of Emergency Medicine, Wayne State University, Detroit (Pearson); Department of Emergency Medicine, Massachusetts General Hospital, Boston (Peak); Department of Emergency Medicine, Saint Joseph Mercy Hospital, Ann Arbor, Mich. (Domeier); Department of Emergency Medicine, Wayne State University School of Medicine, Detroit (O'Neil); Department of Emergency Medicine, University of Massachusetts Medical School-Baystate, Springfield (Rathley); Department of Emergency Medicine, Beth Israel Deaconess Medical Center, Boston (Sanchez); Department of Emergency Medicine, Harvard Medical School, Boston (Sanchez); Department of Psychiatry, Yale School of Medicine, and U.S. Department of Veterans Affairs National Center for Posttraumatic Stress Disorder, Veterans Affairs Connecticut Healthcare System, New Haven, Conn. (Pietrzak); Department of Psychology, Yale University, New Haven, Conn. (Joorman); Department of Psychological and Brain Sciences, Washington University, St. Louis (Barch); Department of Biosciences and Neuroscience and Institute for Behavioral Medicine Research, Ohio State University Wexner Medical Center, Columbus (Sheridan); Department of Psychiatry, University of Pittsburgh, Pittsburgh (Luna); Departments of Anesthesiology and Internal Medicine-Rheumatology, University of Michigan Medical School, Ann Arbor (Harte); the Kolling Institute of Medical Research, Northern Clinical School, University of Sydney, and Faculty of Medicine and Health, University of Sydney, Sydney, Australia (Elliott); Physical Therapy and Human Movement Sciences, Feinberg School of Medicine, Northwestern University, Chicago (Elliott); Department of Psychology, Temple University, Philadelphia (Murty); Department of Psychiatry and Behavioral Neurosciences, Wayne State University, Detroit (Jovanovich); Department of Psychological Sciences, University of Missouri, St. Louis (Bruce); Department of Emergency Medicine, Washington University School of Medicine, St. Louis (House); Department of Health Care Policy, Harvard Medical School, Boston (Kessler); Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston (Koenen); Department of Emergency Medicine, University of North Carolina, Chapel Hill (McLean)
| | - John F Sheridan
- Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta (Stevens, van Rooij, Ely, Roeckner, Vincent); Division of Depression and Anxiety, McLean Hospital, Belmont, Mass. (Harnett, Lebois, Ressler); Department of Psychiatry, Harvard Medical School, Boston (Harnett, Lebois, Pizzagalli, Ressler); Departments of Emergency Medicine and Health Services, Policy, and Practice, Alpert Medical School of Brown University, Rhode Island Hospital, and the Miriam Hospital, Providence, R.I. (Beaudoin); Department of Anesthesiology, Institute of Trauma Recovery, University of North Carolina, Chapel Hill (An, Linnstaedt, McLean); Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina, Chapel Hill (Zeng); Departments of Psychiatry and Neurology, University of California, San Francisco (Neylan); Department of Biomedical Informatics, Emory University School of Medicine, Atlanta (Clifford); Institute for Technology in Psychiatry (Germine) and Department of Psychiatry (Rauch), McLean Hospital, Belmont, Mass.; Department of Emergency Medicine, Henry Ford Health System, Detroit (Lewandowski); Department of Emergency Medicine, Vanderbilt University Medical Center, Nashville, Tenn. (Storrow); Department of Emergency Medicine, University of Florida College of Medicine, Jacksonville (Hendry, Sheikh); Department of Emergency Medicine, Indiana University School of Medicine, Indianapolis (Musey); Department of Emergency Medicine, University of Massachusetts Medical School, Worcester (Haran); Department of Emergency Medicine, Cooper Medical School of Rowan University, Camden, N.J. (Jones); Department of Emergency Medicine, College of Medicine and College of Nursing, University of Cincinnati, Cincinnati (Punches); Department of Emergency Medicine and Center for Addiction Research, University of Cincinnati College of Medicine, Cincinnati (Lyons); Departments of Emergency Medicine and Surgery, Division of Acute Care Surgery, University of Alabama School of Medicine, Birmingham (Kurz); Center for Injury Science, University of Alabama, Birmingham (Kurz); Department of Emergency Medicine, Boston Medical Center, Boston (McGrath); Departments of Surgery (Pascual) and Neurosurgery (Pascual), Perelman School of Medicine, University of Pennsylvania, Philadelphia; Department of Emergency Medicine, Einstein Health Care Network, Philadelphia (Datner); Department of Emergency Medicine, Jefferson University Hospitals, Philadelphia (Chang); Department of Emergency Medicine, Wayne State University, Detroit (Pearson); Department of Emergency Medicine, Massachusetts General Hospital, Boston (Peak); Department of Emergency Medicine, Saint Joseph Mercy Hospital, Ann Arbor, Mich. (Domeier); Department of Emergency Medicine, Wayne State University School of Medicine, Detroit (O'Neil); Department of Emergency Medicine, University of Massachusetts Medical School-Baystate, Springfield (Rathley); Department of Emergency Medicine, Beth Israel Deaconess Medical Center, Boston (Sanchez); Department of Emergency Medicine, Harvard Medical School, Boston (Sanchez); Department of Psychiatry, Yale School of Medicine, and U.S. Department of Veterans Affairs National Center for Posttraumatic Stress Disorder, Veterans Affairs Connecticut Healthcare System, New Haven, Conn. (Pietrzak); Department of Psychology, Yale University, New Haven, Conn. (Joorman); Department of Psychological and Brain Sciences, Washington University, St. Louis (Barch); Department of Biosciences and Neuroscience and Institute for Behavioral Medicine Research, Ohio State University Wexner Medical Center, Columbus (Sheridan); Department of Psychiatry, University of Pittsburgh, Pittsburgh (Luna); Departments of Anesthesiology and Internal Medicine-Rheumatology, University of Michigan Medical School, Ann Arbor (Harte); the Kolling Institute of Medical Research, Northern Clinical School, University of Sydney, and Faculty of Medicine and Health, University of Sydney, Sydney, Australia (Elliott); Physical Therapy and Human Movement Sciences, Feinberg School of Medicine, Northwestern University, Chicago (Elliott); Department of Psychology, Temple University, Philadelphia (Murty); Department of Psychiatry and Behavioral Neurosciences, Wayne State University, Detroit (Jovanovich); Department of Psychological Sciences, University of Missouri, St. Louis (Bruce); Department of Emergency Medicine, Washington University School of Medicine, St. Louis (House); Department of Health Care Policy, Harvard Medical School, Boston (Kessler); Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston (Koenen); Department of Emergency Medicine, University of North Carolina, Chapel Hill (McLean)
| | - Beatriz Luna
- Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta (Stevens, van Rooij, Ely, Roeckner, Vincent); Division of Depression and Anxiety, McLean Hospital, Belmont, Mass. (Harnett, Lebois, Ressler); Department of Psychiatry, Harvard Medical School, Boston (Harnett, Lebois, Pizzagalli, Ressler); Departments of Emergency Medicine and Health Services, Policy, and Practice, Alpert Medical School of Brown University, Rhode Island Hospital, and the Miriam Hospital, Providence, R.I. (Beaudoin); Department of Anesthesiology, Institute of Trauma Recovery, University of North Carolina, Chapel Hill (An, Linnstaedt, McLean); Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina, Chapel Hill (Zeng); Departments of Psychiatry and Neurology, University of California, San Francisco (Neylan); Department of Biomedical Informatics, Emory University School of Medicine, Atlanta (Clifford); Institute for Technology in Psychiatry (Germine) and Department of Psychiatry (Rauch), McLean Hospital, Belmont, Mass.; Department of Emergency Medicine, Henry Ford Health System, Detroit (Lewandowski); Department of Emergency Medicine, Vanderbilt University Medical Center, Nashville, Tenn. (Storrow); Department of Emergency Medicine, University of Florida College of Medicine, Jacksonville (Hendry, Sheikh); Department of Emergency Medicine, Indiana University School of Medicine, Indianapolis (Musey); Department of Emergency Medicine, University of Massachusetts Medical School, Worcester (Haran); Department of Emergency Medicine, Cooper Medical School of Rowan University, Camden, N.J. (Jones); Department of Emergency Medicine, College of Medicine and College of Nursing, University of Cincinnati, Cincinnati (Punches); Department of Emergency Medicine and Center for Addiction Research, University of Cincinnati College of Medicine, Cincinnati (Lyons); Departments of Emergency Medicine and Surgery, Division of Acute Care Surgery, University of Alabama School of Medicine, Birmingham (Kurz); Center for Injury Science, University of Alabama, Birmingham (Kurz); Department of Emergency Medicine, Boston Medical Center, Boston (McGrath); Departments of Surgery (Pascual) and Neurosurgery (Pascual), Perelman School of Medicine, University of Pennsylvania, Philadelphia; Department of Emergency Medicine, Einstein Health Care Network, Philadelphia (Datner); Department of Emergency Medicine, Jefferson University Hospitals, Philadelphia (Chang); Department of Emergency Medicine, Wayne State University, Detroit (Pearson); Department of Emergency Medicine, Massachusetts General Hospital, Boston (Peak); Department of Emergency Medicine, Saint Joseph Mercy Hospital, Ann Arbor, Mich. (Domeier); Department of Emergency Medicine, Wayne State University School of Medicine, Detroit (O'Neil); Department of Emergency Medicine, University of Massachusetts Medical School-Baystate, Springfield (Rathley); Department of Emergency Medicine, Beth Israel Deaconess Medical Center, Boston (Sanchez); Department of Emergency Medicine, Harvard Medical School, Boston (Sanchez); Department of Psychiatry, Yale School of Medicine, and U.S. Department of Veterans Affairs National Center for Posttraumatic Stress Disorder, Veterans Affairs Connecticut Healthcare System, New Haven, Conn. (Pietrzak); Department of Psychology, Yale University, New Haven, Conn. (Joorman); Department of Psychological and Brain Sciences, Washington University, St. Louis (Barch); Department of Biosciences and Neuroscience and Institute for Behavioral Medicine Research, Ohio State University Wexner Medical Center, Columbus (Sheridan); Department of Psychiatry, University of Pittsburgh, Pittsburgh (Luna); Departments of Anesthesiology and Internal Medicine-Rheumatology, University of Michigan Medical School, Ann Arbor (Harte); the Kolling Institute of Medical Research, Northern Clinical School, University of Sydney, and Faculty of Medicine and Health, University of Sydney, Sydney, Australia (Elliott); Physical Therapy and Human Movement Sciences, Feinberg School of Medicine, Northwestern University, Chicago (Elliott); Department of Psychology, Temple University, Philadelphia (Murty); Department of Psychiatry and Behavioral Neurosciences, Wayne State University, Detroit (Jovanovich); Department of Psychological Sciences, University of Missouri, St. Louis (Bruce); Department of Emergency Medicine, Washington University School of Medicine, St. Louis (House); Department of Health Care Policy, Harvard Medical School, Boston (Kessler); Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston (Koenen); Department of Emergency Medicine, University of North Carolina, Chapel Hill (McLean)
| | - Steven E Harte
- Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta (Stevens, van Rooij, Ely, Roeckner, Vincent); Division of Depression and Anxiety, McLean Hospital, Belmont, Mass. (Harnett, Lebois, Ressler); Department of Psychiatry, Harvard Medical School, Boston (Harnett, Lebois, Pizzagalli, Ressler); Departments of Emergency Medicine and Health Services, Policy, and Practice, Alpert Medical School of Brown University, Rhode Island Hospital, and the Miriam Hospital, Providence, R.I. (Beaudoin); Department of Anesthesiology, Institute of Trauma Recovery, University of North Carolina, Chapel Hill (An, Linnstaedt, McLean); Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina, Chapel Hill (Zeng); Departments of Psychiatry and Neurology, University of California, San Francisco (Neylan); Department of Biomedical Informatics, Emory University School of Medicine, Atlanta (Clifford); Institute for Technology in Psychiatry (Germine) and Department of Psychiatry (Rauch), McLean Hospital, Belmont, Mass.; Department of Emergency Medicine, Henry Ford Health System, Detroit (Lewandowski); Department of Emergency Medicine, Vanderbilt University Medical Center, Nashville, Tenn. (Storrow); Department of Emergency Medicine, University of Florida College of Medicine, Jacksonville (Hendry, Sheikh); Department of Emergency Medicine, Indiana University School of Medicine, Indianapolis (Musey); Department of Emergency Medicine, University of Massachusetts Medical School, Worcester (Haran); Department of Emergency Medicine, Cooper Medical School of Rowan University, Camden, N.J. (Jones); Department of Emergency Medicine, College of Medicine and College of Nursing, University of Cincinnati, Cincinnati (Punches); Department of Emergency Medicine and Center for Addiction Research, University of Cincinnati College of Medicine, Cincinnati (Lyons); Departments of Emergency Medicine and Surgery, Division of Acute Care Surgery, University of Alabama School of Medicine, Birmingham (Kurz); Center for Injury Science, University of Alabama, Birmingham (Kurz); Department of Emergency Medicine, Boston Medical Center, Boston (McGrath); Departments of Surgery (Pascual) and Neurosurgery (Pascual), Perelman School of Medicine, University of Pennsylvania, Philadelphia; Department of Emergency Medicine, Einstein Health Care Network, Philadelphia (Datner); Department of Emergency Medicine, Jefferson University Hospitals, Philadelphia (Chang); Department of Emergency Medicine, Wayne State University, Detroit (Pearson); Department of Emergency Medicine, Massachusetts General Hospital, Boston (Peak); Department of Emergency Medicine, Saint Joseph Mercy Hospital, Ann Arbor, Mich. (Domeier); Department of Emergency Medicine, Wayne State University School of Medicine, Detroit (O'Neil); Department of Emergency Medicine, University of Massachusetts Medical School-Baystate, Springfield (Rathley); Department of Emergency Medicine, Beth Israel Deaconess Medical Center, Boston (Sanchez); Department of Emergency Medicine, Harvard Medical School, Boston (Sanchez); Department of Psychiatry, Yale School of Medicine, and U.S. Department of Veterans Affairs National Center for Posttraumatic Stress Disorder, Veterans Affairs Connecticut Healthcare System, New Haven, Conn. (Pietrzak); Department of Psychology, Yale University, New Haven, Conn. (Joorman); Department of Psychological and Brain Sciences, Washington University, St. Louis (Barch); Department of Biosciences and Neuroscience and Institute for Behavioral Medicine Research, Ohio State University Wexner Medical Center, Columbus (Sheridan); Department of Psychiatry, University of Pittsburgh, Pittsburgh (Luna); Departments of Anesthesiology and Internal Medicine-Rheumatology, University of Michigan Medical School, Ann Arbor (Harte); the Kolling Institute of Medical Research, Northern Clinical School, University of Sydney, and Faculty of Medicine and Health, University of Sydney, Sydney, Australia (Elliott); Physical Therapy and Human Movement Sciences, Feinberg School of Medicine, Northwestern University, Chicago (Elliott); Department of Psychology, Temple University, Philadelphia (Murty); Department of Psychiatry and Behavioral Neurosciences, Wayne State University, Detroit (Jovanovich); Department of Psychological Sciences, University of Missouri, St. Louis (Bruce); Department of Emergency Medicine, Washington University School of Medicine, St. Louis (House); Department of Health Care Policy, Harvard Medical School, Boston (Kessler); Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston (Koenen); Department of Emergency Medicine, University of North Carolina, Chapel Hill (McLean)
| | - James M Elliott
- Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta (Stevens, van Rooij, Ely, Roeckner, Vincent); Division of Depression and Anxiety, McLean Hospital, Belmont, Mass. (Harnett, Lebois, Ressler); Department of Psychiatry, Harvard Medical School, Boston (Harnett, Lebois, Pizzagalli, Ressler); Departments of Emergency Medicine and Health Services, Policy, and Practice, Alpert Medical School of Brown University, Rhode Island Hospital, and the Miriam Hospital, Providence, R.I. (Beaudoin); Department of Anesthesiology, Institute of Trauma Recovery, University of North Carolina, Chapel Hill (An, Linnstaedt, McLean); Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina, Chapel Hill (Zeng); Departments of Psychiatry and Neurology, University of California, San Francisco (Neylan); Department of Biomedical Informatics, Emory University School of Medicine, Atlanta (Clifford); Institute for Technology in Psychiatry (Germine) and Department of Psychiatry (Rauch), McLean Hospital, Belmont, Mass.; Department of Emergency Medicine, Henry Ford Health System, Detroit (Lewandowski); Department of Emergency Medicine, Vanderbilt University Medical Center, Nashville, Tenn. (Storrow); Department of Emergency Medicine, University of Florida College of Medicine, Jacksonville (Hendry, Sheikh); Department of Emergency Medicine, Indiana University School of Medicine, Indianapolis (Musey); Department of Emergency Medicine, University of Massachusetts Medical School, Worcester (Haran); Department of Emergency Medicine, Cooper Medical School of Rowan University, Camden, N.J. (Jones); Department of Emergency Medicine, College of Medicine and College of Nursing, University of Cincinnati, Cincinnati (Punches); Department of Emergency Medicine and Center for Addiction Research, University of Cincinnati College of Medicine, Cincinnati (Lyons); Departments of Emergency Medicine and Surgery, Division of Acute Care Surgery, University of Alabama School of Medicine, Birmingham (Kurz); Center for Injury Science, University of Alabama, Birmingham (Kurz); Department of Emergency Medicine, Boston Medical Center, Boston (McGrath); Departments of Surgery (Pascual) and Neurosurgery (Pascual), Perelman School of Medicine, University of Pennsylvania, Philadelphia; Department of Emergency Medicine, Einstein Health Care Network, Philadelphia (Datner); Department of Emergency Medicine, Jefferson University Hospitals, Philadelphia (Chang); Department of Emergency Medicine, Wayne State University, Detroit (Pearson); Department of Emergency Medicine, Massachusetts General Hospital, Boston (Peak); Department of Emergency Medicine, Saint Joseph Mercy Hospital, Ann Arbor, Mich. (Domeier); Department of Emergency Medicine, Wayne State University School of Medicine, Detroit (O'Neil); Department of Emergency Medicine, University of Massachusetts Medical School-Baystate, Springfield (Rathley); Department of Emergency Medicine, Beth Israel Deaconess Medical Center, Boston (Sanchez); Department of Emergency Medicine, Harvard Medical School, Boston (Sanchez); Department of Psychiatry, Yale School of Medicine, and U.S. Department of Veterans Affairs National Center for Posttraumatic Stress Disorder, Veterans Affairs Connecticut Healthcare System, New Haven, Conn. (Pietrzak); Department of Psychology, Yale University, New Haven, Conn. (Joorman); Department of Psychological and Brain Sciences, Washington University, St. Louis (Barch); Department of Biosciences and Neuroscience and Institute for Behavioral Medicine Research, Ohio State University Wexner Medical Center, Columbus (Sheridan); Department of Psychiatry, University of Pittsburgh, Pittsburgh (Luna); Departments of Anesthesiology and Internal Medicine-Rheumatology, University of Michigan Medical School, Ann Arbor (Harte); the Kolling Institute of Medical Research, Northern Clinical School, University of Sydney, and Faculty of Medicine and Health, University of Sydney, Sydney, Australia (Elliott); Physical Therapy and Human Movement Sciences, Feinberg School of Medicine, Northwestern University, Chicago (Elliott); Department of Psychology, Temple University, Philadelphia (Murty); Department of Psychiatry and Behavioral Neurosciences, Wayne State University, Detroit (Jovanovich); Department of Psychological Sciences, University of Missouri, St. Louis (Bruce); Department of Emergency Medicine, Washington University School of Medicine, St. Louis (House); Department of Health Care Policy, Harvard Medical School, Boston (Kessler); Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston (Koenen); Department of Emergency Medicine, University of North Carolina, Chapel Hill (McLean)
| | - Vishnu P Murty
- Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta (Stevens, van Rooij, Ely, Roeckner, Vincent); Division of Depression and Anxiety, McLean Hospital, Belmont, Mass. (Harnett, Lebois, Ressler); Department of Psychiatry, Harvard Medical School, Boston (Harnett, Lebois, Pizzagalli, Ressler); Departments of Emergency Medicine and Health Services, Policy, and Practice, Alpert Medical School of Brown University, Rhode Island Hospital, and the Miriam Hospital, Providence, R.I. (Beaudoin); Department of Anesthesiology, Institute of Trauma Recovery, University of North Carolina, Chapel Hill (An, Linnstaedt, McLean); Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina, Chapel Hill (Zeng); Departments of Psychiatry and Neurology, University of California, San Francisco (Neylan); Department of Biomedical Informatics, Emory University School of Medicine, Atlanta (Clifford); Institute for Technology in Psychiatry (Germine) and Department of Psychiatry (Rauch), McLean Hospital, Belmont, Mass.; Department of Emergency Medicine, Henry Ford Health System, Detroit (Lewandowski); Department of Emergency Medicine, Vanderbilt University Medical Center, Nashville, Tenn. (Storrow); Department of Emergency Medicine, University of Florida College of Medicine, Jacksonville (Hendry, Sheikh); Department of Emergency Medicine, Indiana University School of Medicine, Indianapolis (Musey); Department of Emergency Medicine, University of Massachusetts Medical School, Worcester (Haran); Department of Emergency Medicine, Cooper Medical School of Rowan University, Camden, N.J. (Jones); Department of Emergency Medicine, College of Medicine and College of Nursing, University of Cincinnati, Cincinnati (Punches); Department of Emergency Medicine and Center for Addiction Research, University of Cincinnati College of Medicine, Cincinnati (Lyons); Departments of Emergency Medicine and Surgery, Division of Acute Care Surgery, University of Alabama School of Medicine, Birmingham (Kurz); Center for Injury Science, University of Alabama, Birmingham (Kurz); Department of Emergency Medicine, Boston Medical Center, Boston (McGrath); Departments of Surgery (Pascual) and Neurosurgery (Pascual), Perelman School of Medicine, University of Pennsylvania, Philadelphia; Department of Emergency Medicine, Einstein Health Care Network, Philadelphia (Datner); Department of Emergency Medicine, Jefferson University Hospitals, Philadelphia (Chang); Department of Emergency Medicine, Wayne State University, Detroit (Pearson); Department of Emergency Medicine, Massachusetts General Hospital, Boston (Peak); Department of Emergency Medicine, Saint Joseph Mercy Hospital, Ann Arbor, Mich. (Domeier); Department of Emergency Medicine, Wayne State University School of Medicine, Detroit (O'Neil); Department of Emergency Medicine, University of Massachusetts Medical School-Baystate, Springfield (Rathley); Department of Emergency Medicine, Beth Israel Deaconess Medical Center, Boston (Sanchez); Department of Emergency Medicine, Harvard Medical School, Boston (Sanchez); Department of Psychiatry, Yale School of Medicine, and U.S. Department of Veterans Affairs National Center for Posttraumatic Stress Disorder, Veterans Affairs Connecticut Healthcare System, New Haven, Conn. (Pietrzak); Department of Psychology, Yale University, New Haven, Conn. (Joorman); Department of Psychological and Brain Sciences, Washington University, St. Louis (Barch); Department of Biosciences and Neuroscience and Institute for Behavioral Medicine Research, Ohio State University Wexner Medical Center, Columbus (Sheridan); Department of Psychiatry, University of Pittsburgh, Pittsburgh (Luna); Departments of Anesthesiology and Internal Medicine-Rheumatology, University of Michigan Medical School, Ann Arbor (Harte); the Kolling Institute of Medical Research, Northern Clinical School, University of Sydney, and Faculty of Medicine and Health, University of Sydney, Sydney, Australia (Elliott); Physical Therapy and Human Movement Sciences, Feinberg School of Medicine, Northwestern University, Chicago (Elliott); Department of Psychology, Temple University, Philadelphia (Murty); Department of Psychiatry and Behavioral Neurosciences, Wayne State University, Detroit (Jovanovich); Department of Psychological Sciences, University of Missouri, St. Louis (Bruce); Department of Emergency Medicine, Washington University School of Medicine, St. Louis (House); Department of Health Care Policy, Harvard Medical School, Boston (Kessler); Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston (Koenen); Department of Emergency Medicine, University of North Carolina, Chapel Hill (McLean)
| | - Tanja Jovanovic
- Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta (Stevens, van Rooij, Ely, Roeckner, Vincent); Division of Depression and Anxiety, McLean Hospital, Belmont, Mass. (Harnett, Lebois, Ressler); Department of Psychiatry, Harvard Medical School, Boston (Harnett, Lebois, Pizzagalli, Ressler); Departments of Emergency Medicine and Health Services, Policy, and Practice, Alpert Medical School of Brown University, Rhode Island Hospital, and the Miriam Hospital, Providence, R.I. (Beaudoin); Department of Anesthesiology, Institute of Trauma Recovery, University of North Carolina, Chapel Hill (An, Linnstaedt, McLean); Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina, Chapel Hill (Zeng); Departments of Psychiatry and Neurology, University of California, San Francisco (Neylan); Department of Biomedical Informatics, Emory University School of Medicine, Atlanta (Clifford); Institute for Technology in Psychiatry (Germine) and Department of Psychiatry (Rauch), McLean Hospital, Belmont, Mass.; Department of Emergency Medicine, Henry Ford Health System, Detroit (Lewandowski); Department of Emergency Medicine, Vanderbilt University Medical Center, Nashville, Tenn. (Storrow); Department of Emergency Medicine, University of Florida College of Medicine, Jacksonville (Hendry, Sheikh); Department of Emergency Medicine, Indiana University School of Medicine, Indianapolis (Musey); Department of Emergency Medicine, University of Massachusetts Medical School, Worcester (Haran); Department of Emergency Medicine, Cooper Medical School of Rowan University, Camden, N.J. (Jones); Department of Emergency Medicine, College of Medicine and College of Nursing, University of Cincinnati, Cincinnati (Punches); Department of Emergency Medicine and Center for Addiction Research, University of Cincinnati College of Medicine, Cincinnati (Lyons); Departments of Emergency Medicine and Surgery, Division of Acute Care Surgery, University of Alabama School of Medicine, Birmingham (Kurz); Center for Injury Science, University of Alabama, Birmingham (Kurz); Department of Emergency Medicine, Boston Medical Center, Boston (McGrath); Departments of Surgery (Pascual) and Neurosurgery (Pascual), Perelman School of Medicine, University of Pennsylvania, Philadelphia; Department of Emergency Medicine, Einstein Health Care Network, Philadelphia (Datner); Department of Emergency Medicine, Jefferson University Hospitals, Philadelphia (Chang); Department of Emergency Medicine, Wayne State University, Detroit (Pearson); Department of Emergency Medicine, Massachusetts General Hospital, Boston (Peak); Department of Emergency Medicine, Saint Joseph Mercy Hospital, Ann Arbor, Mich. (Domeier); Department of Emergency Medicine, Wayne State University School of Medicine, Detroit (O'Neil); Department of Emergency Medicine, University of Massachusetts Medical School-Baystate, Springfield (Rathley); Department of Emergency Medicine, Beth Israel Deaconess Medical Center, Boston (Sanchez); Department of Emergency Medicine, Harvard Medical School, Boston (Sanchez); Department of Psychiatry, Yale School of Medicine, and U.S. Department of Veterans Affairs National Center for Posttraumatic Stress Disorder, Veterans Affairs Connecticut Healthcare System, New Haven, Conn. (Pietrzak); Department of Psychology, Yale University, New Haven, Conn. (Joorman); Department of Psychological and Brain Sciences, Washington University, St. Louis (Barch); Department of Biosciences and Neuroscience and Institute for Behavioral Medicine Research, Ohio State University Wexner Medical Center, Columbus (Sheridan); Department of Psychiatry, University of Pittsburgh, Pittsburgh (Luna); Departments of Anesthesiology and Internal Medicine-Rheumatology, University of Michigan Medical School, Ann Arbor (Harte); the Kolling Institute of Medical Research, Northern Clinical School, University of Sydney, and Faculty of Medicine and Health, University of Sydney, Sydney, Australia (Elliott); Physical Therapy and Human Movement Sciences, Feinberg School of Medicine, Northwestern University, Chicago (Elliott); Department of Psychology, Temple University, Philadelphia (Murty); Department of Psychiatry and Behavioral Neurosciences, Wayne State University, Detroit (Jovanovich); Department of Psychological Sciences, University of Missouri, St. Louis (Bruce); Department of Emergency Medicine, Washington University School of Medicine, St. Louis (House); Department of Health Care Policy, Harvard Medical School, Boston (Kessler); Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston (Koenen); Department of Emergency Medicine, University of North Carolina, Chapel Hill (McLean)
| | - Steven E Bruce
- Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta (Stevens, van Rooij, Ely, Roeckner, Vincent); Division of Depression and Anxiety, McLean Hospital, Belmont, Mass. (Harnett, Lebois, Ressler); Department of Psychiatry, Harvard Medical School, Boston (Harnett, Lebois, Pizzagalli, Ressler); Departments of Emergency Medicine and Health Services, Policy, and Practice, Alpert Medical School of Brown University, Rhode Island Hospital, and the Miriam Hospital, Providence, R.I. (Beaudoin); Department of Anesthesiology, Institute of Trauma Recovery, University of North Carolina, Chapel Hill (An, Linnstaedt, McLean); Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina, Chapel Hill (Zeng); Departments of Psychiatry and Neurology, University of California, San Francisco (Neylan); Department of Biomedical Informatics, Emory University School of Medicine, Atlanta (Clifford); Institute for Technology in Psychiatry (Germine) and Department of Psychiatry (Rauch), McLean Hospital, Belmont, Mass.; Department of Emergency Medicine, Henry Ford Health System, Detroit (Lewandowski); Department of Emergency Medicine, Vanderbilt University Medical Center, Nashville, Tenn. (Storrow); Department of Emergency Medicine, University of Florida College of Medicine, Jacksonville (Hendry, Sheikh); Department of Emergency Medicine, Indiana University School of Medicine, Indianapolis (Musey); Department of Emergency Medicine, University of Massachusetts Medical School, Worcester (Haran); Department of Emergency Medicine, Cooper Medical School of Rowan University, Camden, N.J. (Jones); Department of Emergency Medicine, College of Medicine and College of Nursing, University of Cincinnati, Cincinnati (Punches); Department of Emergency Medicine and Center for Addiction Research, University of Cincinnati College of Medicine, Cincinnati (Lyons); Departments of Emergency Medicine and Surgery, Division of Acute Care Surgery, University of Alabama School of Medicine, Birmingham (Kurz); Center for Injury Science, University of Alabama, Birmingham (Kurz); Department of Emergency Medicine, Boston Medical Center, Boston (McGrath); Departments of Surgery (Pascual) and Neurosurgery (Pascual), Perelman School of Medicine, University of Pennsylvania, Philadelphia; Department of Emergency Medicine, Einstein Health Care Network, Philadelphia (Datner); Department of Emergency Medicine, Jefferson University Hospitals, Philadelphia (Chang); Department of Emergency Medicine, Wayne State University, Detroit (Pearson); Department of Emergency Medicine, Massachusetts General Hospital, Boston (Peak); Department of Emergency Medicine, Saint Joseph Mercy Hospital, Ann Arbor, Mich. (Domeier); Department of Emergency Medicine, Wayne State University School of Medicine, Detroit (O'Neil); Department of Emergency Medicine, University of Massachusetts Medical School-Baystate, Springfield (Rathley); Department of Emergency Medicine, Beth Israel Deaconess Medical Center, Boston (Sanchez); Department of Emergency Medicine, Harvard Medical School, Boston (Sanchez); Department of Psychiatry, Yale School of Medicine, and U.S. Department of Veterans Affairs National Center for Posttraumatic Stress Disorder, Veterans Affairs Connecticut Healthcare System, New Haven, Conn. (Pietrzak); Department of Psychology, Yale University, New Haven, Conn. (Joorman); Department of Psychological and Brain Sciences, Washington University, St. Louis (Barch); Department of Biosciences and Neuroscience and Institute for Behavioral Medicine Research, Ohio State University Wexner Medical Center, Columbus (Sheridan); Department of Psychiatry, University of Pittsburgh, Pittsburgh (Luna); Departments of Anesthesiology and Internal Medicine-Rheumatology, University of Michigan Medical School, Ann Arbor (Harte); the Kolling Institute of Medical Research, Northern Clinical School, University of Sydney, and Faculty of Medicine and Health, University of Sydney, Sydney, Australia (Elliott); Physical Therapy and Human Movement Sciences, Feinberg School of Medicine, Northwestern University, Chicago (Elliott); Department of Psychology, Temple University, Philadelphia (Murty); Department of Psychiatry and Behavioral Neurosciences, Wayne State University, Detroit (Jovanovich); Department of Psychological Sciences, University of Missouri, St. Louis (Bruce); Department of Emergency Medicine, Washington University School of Medicine, St. Louis (House); Department of Health Care Policy, Harvard Medical School, Boston (Kessler); Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston (Koenen); Department of Emergency Medicine, University of North Carolina, Chapel Hill (McLean)
| | - Stacey L House
- Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta (Stevens, van Rooij, Ely, Roeckner, Vincent); Division of Depression and Anxiety, McLean Hospital, Belmont, Mass. (Harnett, Lebois, Ressler); Department of Psychiatry, Harvard Medical School, Boston (Harnett, Lebois, Pizzagalli, Ressler); Departments of Emergency Medicine and Health Services, Policy, and Practice, Alpert Medical School of Brown University, Rhode Island Hospital, and the Miriam Hospital, Providence, R.I. (Beaudoin); Department of Anesthesiology, Institute of Trauma Recovery, University of North Carolina, Chapel Hill (An, Linnstaedt, McLean); Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina, Chapel Hill (Zeng); Departments of Psychiatry and Neurology, University of California, San Francisco (Neylan); Department of Biomedical Informatics, Emory University School of Medicine, Atlanta (Clifford); Institute for Technology in Psychiatry (Germine) and Department of Psychiatry (Rauch), McLean Hospital, Belmont, Mass.; Department of Emergency Medicine, Henry Ford Health System, Detroit (Lewandowski); Department of Emergency Medicine, Vanderbilt University Medical Center, Nashville, Tenn. (Storrow); Department of Emergency Medicine, University of Florida College of Medicine, Jacksonville (Hendry, Sheikh); Department of Emergency Medicine, Indiana University School of Medicine, Indianapolis (Musey); Department of Emergency Medicine, University of Massachusetts Medical School, Worcester (Haran); Department of Emergency Medicine, Cooper Medical School of Rowan University, Camden, N.J. (Jones); Department of Emergency Medicine, College of Medicine and College of Nursing, University of Cincinnati, Cincinnati (Punches); Department of Emergency Medicine and Center for Addiction Research, University of Cincinnati College of Medicine, Cincinnati (Lyons); Departments of Emergency Medicine and Surgery, Division of Acute Care Surgery, University of Alabama School of Medicine, Birmingham (Kurz); Center for Injury Science, University of Alabama, Birmingham (Kurz); Department of Emergency Medicine, Boston Medical Center, Boston (McGrath); Departments of Surgery (Pascual) and Neurosurgery (Pascual), Perelman School of Medicine, University of Pennsylvania, Philadelphia; Department of Emergency Medicine, Einstein Health Care Network, Philadelphia (Datner); Department of Emergency Medicine, Jefferson University Hospitals, Philadelphia (Chang); Department of Emergency Medicine, Wayne State University, Detroit (Pearson); Department of Emergency Medicine, Massachusetts General Hospital, Boston (Peak); Department of Emergency Medicine, Saint Joseph Mercy Hospital, Ann Arbor, Mich. (Domeier); Department of Emergency Medicine, Wayne State University School of Medicine, Detroit (O'Neil); Department of Emergency Medicine, University of Massachusetts Medical School-Baystate, Springfield (Rathley); Department of Emergency Medicine, Beth Israel Deaconess Medical Center, Boston (Sanchez); Department of Emergency Medicine, Harvard Medical School, Boston (Sanchez); Department of Psychiatry, Yale School of Medicine, and U.S. Department of Veterans Affairs National Center for Posttraumatic Stress Disorder, Veterans Affairs Connecticut Healthcare System, New Haven, Conn. (Pietrzak); Department of Psychology, Yale University, New Haven, Conn. (Joorman); Department of Psychological and Brain Sciences, Washington University, St. Louis (Barch); Department of Biosciences and Neuroscience and Institute for Behavioral Medicine Research, Ohio State University Wexner Medical Center, Columbus (Sheridan); Department of Psychiatry, University of Pittsburgh, Pittsburgh (Luna); Departments of Anesthesiology and Internal Medicine-Rheumatology, University of Michigan Medical School, Ann Arbor (Harte); the Kolling Institute of Medical Research, Northern Clinical School, University of Sydney, and Faculty of Medicine and Health, University of Sydney, Sydney, Australia (Elliott); Physical Therapy and Human Movement Sciences, Feinberg School of Medicine, Northwestern University, Chicago (Elliott); Department of Psychology, Temple University, Philadelphia (Murty); Department of Psychiatry and Behavioral Neurosciences, Wayne State University, Detroit (Jovanovich); Department of Psychological Sciences, University of Missouri, St. Louis (Bruce); Department of Emergency Medicine, Washington University School of Medicine, St. Louis (House); Department of Health Care Policy, Harvard Medical School, Boston (Kessler); Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston (Koenen); Department of Emergency Medicine, University of North Carolina, Chapel Hill (McLean)
| | - Ronald C Kessler
- Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta (Stevens, van Rooij, Ely, Roeckner, Vincent); Division of Depression and Anxiety, McLean Hospital, Belmont, Mass. (Harnett, Lebois, Ressler); Department of Psychiatry, Harvard Medical School, Boston (Harnett, Lebois, Pizzagalli, Ressler); Departments of Emergency Medicine and Health Services, Policy, and Practice, Alpert Medical School of Brown University, Rhode Island Hospital, and the Miriam Hospital, Providence, R.I. (Beaudoin); Department of Anesthesiology, Institute of Trauma Recovery, University of North Carolina, Chapel Hill (An, Linnstaedt, McLean); Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina, Chapel Hill (Zeng); Departments of Psychiatry and Neurology, University of California, San Francisco (Neylan); Department of Biomedical Informatics, Emory University School of Medicine, Atlanta (Clifford); Institute for Technology in Psychiatry (Germine) and Department of Psychiatry (Rauch), McLean Hospital, Belmont, Mass.; Department of Emergency Medicine, Henry Ford Health System, Detroit (Lewandowski); Department of Emergency Medicine, Vanderbilt University Medical Center, Nashville, Tenn. (Storrow); Department of Emergency Medicine, University of Florida College of Medicine, Jacksonville (Hendry, Sheikh); Department of Emergency Medicine, Indiana University School of Medicine, Indianapolis (Musey); Department of Emergency Medicine, University of Massachusetts Medical School, Worcester (Haran); Department of Emergency Medicine, Cooper Medical School of Rowan University, Camden, N.J. (Jones); Department of Emergency Medicine, College of Medicine and College of Nursing, University of Cincinnati, Cincinnati (Punches); Department of Emergency Medicine and Center for Addiction Research, University of Cincinnati College of Medicine, Cincinnati (Lyons); Departments of Emergency Medicine and Surgery, Division of Acute Care Surgery, University of Alabama School of Medicine, Birmingham (Kurz); Center for Injury Science, University of Alabama, Birmingham (Kurz); Department of Emergency Medicine, Boston Medical Center, Boston (McGrath); Departments of Surgery (Pascual) and Neurosurgery (Pascual), Perelman School of Medicine, University of Pennsylvania, Philadelphia; Department of Emergency Medicine, Einstein Health Care Network, Philadelphia (Datner); Department of Emergency Medicine, Jefferson University Hospitals, Philadelphia (Chang); Department of Emergency Medicine, Wayne State University, Detroit (Pearson); Department of Emergency Medicine, Massachusetts General Hospital, Boston (Peak); Department of Emergency Medicine, Saint Joseph Mercy Hospital, Ann Arbor, Mich. (Domeier); Department of Emergency Medicine, Wayne State University School of Medicine, Detroit (O'Neil); Department of Emergency Medicine, University of Massachusetts Medical School-Baystate, Springfield (Rathley); Department of Emergency Medicine, Beth Israel Deaconess Medical Center, Boston (Sanchez); Department of Emergency Medicine, Harvard Medical School, Boston (Sanchez); Department of Psychiatry, Yale School of Medicine, and U.S. Department of Veterans Affairs National Center for Posttraumatic Stress Disorder, Veterans Affairs Connecticut Healthcare System, New Haven, Conn. (Pietrzak); Department of Psychology, Yale University, New Haven, Conn. (Joorman); Department of Psychological and Brain Sciences, Washington University, St. Louis (Barch); Department of Biosciences and Neuroscience and Institute for Behavioral Medicine Research, Ohio State University Wexner Medical Center, Columbus (Sheridan); Department of Psychiatry, University of Pittsburgh, Pittsburgh (Luna); Departments of Anesthesiology and Internal Medicine-Rheumatology, University of Michigan Medical School, Ann Arbor (Harte); the Kolling Institute of Medical Research, Northern Clinical School, University of Sydney, and Faculty of Medicine and Health, University of Sydney, Sydney, Australia (Elliott); Physical Therapy and Human Movement Sciences, Feinberg School of Medicine, Northwestern University, Chicago (Elliott); Department of Psychology, Temple University, Philadelphia (Murty); Department of Psychiatry and Behavioral Neurosciences, Wayne State University, Detroit (Jovanovich); Department of Psychological Sciences, University of Missouri, St. Louis (Bruce); Department of Emergency Medicine, Washington University School of Medicine, St. Louis (House); Department of Health Care Policy, Harvard Medical School, Boston (Kessler); Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston (Koenen); Department of Emergency Medicine, University of North Carolina, Chapel Hill (McLean)
| | - Karestan C Koenen
- Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta (Stevens, van Rooij, Ely, Roeckner, Vincent); Division of Depression and Anxiety, McLean Hospital, Belmont, Mass. (Harnett, Lebois, Ressler); Department of Psychiatry, Harvard Medical School, Boston (Harnett, Lebois, Pizzagalli, Ressler); Departments of Emergency Medicine and Health Services, Policy, and Practice, Alpert Medical School of Brown University, Rhode Island Hospital, and the Miriam Hospital, Providence, R.I. (Beaudoin); Department of Anesthesiology, Institute of Trauma Recovery, University of North Carolina, Chapel Hill (An, Linnstaedt, McLean); Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina, Chapel Hill (Zeng); Departments of Psychiatry and Neurology, University of California, San Francisco (Neylan); Department of Biomedical Informatics, Emory University School of Medicine, Atlanta (Clifford); Institute for Technology in Psychiatry (Germine) and Department of Psychiatry (Rauch), McLean Hospital, Belmont, Mass.; Department of Emergency Medicine, Henry Ford Health System, Detroit (Lewandowski); Department of Emergency Medicine, Vanderbilt University Medical Center, Nashville, Tenn. (Storrow); Department of Emergency Medicine, University of Florida College of Medicine, Jacksonville (Hendry, Sheikh); Department of Emergency Medicine, Indiana University School of Medicine, Indianapolis (Musey); Department of Emergency Medicine, University of Massachusetts Medical School, Worcester (Haran); Department of Emergency Medicine, Cooper Medical School of Rowan University, Camden, N.J. (Jones); Department of Emergency Medicine, College of Medicine and College of Nursing, University of Cincinnati, Cincinnati (Punches); Department of Emergency Medicine and Center for Addiction Research, University of Cincinnati College of Medicine, Cincinnati (Lyons); Departments of Emergency Medicine and Surgery, Division of Acute Care Surgery, University of Alabama School of Medicine, Birmingham (Kurz); Center for Injury Science, University of Alabama, Birmingham (Kurz); Department of Emergency Medicine, Boston Medical Center, Boston (McGrath); Departments of Surgery (Pascual) and Neurosurgery (Pascual), Perelman School of Medicine, University of Pennsylvania, Philadelphia; Department of Emergency Medicine, Einstein Health Care Network, Philadelphia (Datner); Department of Emergency Medicine, Jefferson University Hospitals, Philadelphia (Chang); Department of Emergency Medicine, Wayne State University, Detroit (Pearson); Department of Emergency Medicine, Massachusetts General Hospital, Boston (Peak); Department of Emergency Medicine, Saint Joseph Mercy Hospital, Ann Arbor, Mich. (Domeier); Department of Emergency Medicine, Wayne State University School of Medicine, Detroit (O'Neil); Department of Emergency Medicine, University of Massachusetts Medical School-Baystate, Springfield (Rathley); Department of Emergency Medicine, Beth Israel Deaconess Medical Center, Boston (Sanchez); Department of Emergency Medicine, Harvard Medical School, Boston (Sanchez); Department of Psychiatry, Yale School of Medicine, and U.S. Department of Veterans Affairs National Center for Posttraumatic Stress Disorder, Veterans Affairs Connecticut Healthcare System, New Haven, Conn. (Pietrzak); Department of Psychology, Yale University, New Haven, Conn. (Joorman); Department of Psychological and Brain Sciences, Washington University, St. Louis (Barch); Department of Biosciences and Neuroscience and Institute for Behavioral Medicine Research, Ohio State University Wexner Medical Center, Columbus (Sheridan); Department of Psychiatry, University of Pittsburgh, Pittsburgh (Luna); Departments of Anesthesiology and Internal Medicine-Rheumatology, University of Michigan Medical School, Ann Arbor (Harte); the Kolling Institute of Medical Research, Northern Clinical School, University of Sydney, and Faculty of Medicine and Health, University of Sydney, Sydney, Australia (Elliott); Physical Therapy and Human Movement Sciences, Feinberg School of Medicine, Northwestern University, Chicago (Elliott); Department of Psychology, Temple University, Philadelphia (Murty); Department of Psychiatry and Behavioral Neurosciences, Wayne State University, Detroit (Jovanovich); Department of Psychological Sciences, University of Missouri, St. Louis (Bruce); Department of Emergency Medicine, Washington University School of Medicine, St. Louis (House); Department of Health Care Policy, Harvard Medical School, Boston (Kessler); Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston (Koenen); Department of Emergency Medicine, University of North Carolina, Chapel Hill (McLean)
| | - Samuel A McLean
- Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta (Stevens, van Rooij, Ely, Roeckner, Vincent); Division of Depression and Anxiety, McLean Hospital, Belmont, Mass. (Harnett, Lebois, Ressler); Department of Psychiatry, Harvard Medical School, Boston (Harnett, Lebois, Pizzagalli, Ressler); Departments of Emergency Medicine and Health Services, Policy, and Practice, Alpert Medical School of Brown University, Rhode Island Hospital, and the Miriam Hospital, Providence, R.I. (Beaudoin); Department of Anesthesiology, Institute of Trauma Recovery, University of North Carolina, Chapel Hill (An, Linnstaedt, McLean); Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina, Chapel Hill (Zeng); Departments of Psychiatry and Neurology, University of California, San Francisco (Neylan); Department of Biomedical Informatics, Emory University School of Medicine, Atlanta (Clifford); Institute for Technology in Psychiatry (Germine) and Department of Psychiatry (Rauch), McLean Hospital, Belmont, Mass.; Department of Emergency Medicine, Henry Ford Health System, Detroit (Lewandowski); Department of Emergency Medicine, Vanderbilt University Medical Center, Nashville, Tenn. (Storrow); Department of Emergency Medicine, University of Florida College of Medicine, Jacksonville (Hendry, Sheikh); Department of Emergency Medicine, Indiana University School of Medicine, Indianapolis (Musey); Department of Emergency Medicine, University of Massachusetts Medical School, Worcester (Haran); Department of Emergency Medicine, Cooper Medical School of Rowan University, Camden, N.J. (Jones); Department of Emergency Medicine, College of Medicine and College of Nursing, University of Cincinnati, Cincinnati (Punches); Department of Emergency Medicine and Center for Addiction Research, University of Cincinnati College of Medicine, Cincinnati (Lyons); Departments of Emergency Medicine and Surgery, Division of Acute Care Surgery, University of Alabama School of Medicine, Birmingham (Kurz); Center for Injury Science, University of Alabama, Birmingham (Kurz); Department of Emergency Medicine, Boston Medical Center, Boston (McGrath); Departments of Surgery (Pascual) and Neurosurgery (Pascual), Perelman School of Medicine, University of Pennsylvania, Philadelphia; Department of Emergency Medicine, Einstein Health Care Network, Philadelphia (Datner); Department of Emergency Medicine, Jefferson University Hospitals, Philadelphia (Chang); Department of Emergency Medicine, Wayne State University, Detroit (Pearson); Department of Emergency Medicine, Massachusetts General Hospital, Boston (Peak); Department of Emergency Medicine, Saint Joseph Mercy Hospital, Ann Arbor, Mich. (Domeier); Department of Emergency Medicine, Wayne State University School of Medicine, Detroit (O'Neil); Department of Emergency Medicine, University of Massachusetts Medical School-Baystate, Springfield (Rathley); Department of Emergency Medicine, Beth Israel Deaconess Medical Center, Boston (Sanchez); Department of Emergency Medicine, Harvard Medical School, Boston (Sanchez); Department of Psychiatry, Yale School of Medicine, and U.S. Department of Veterans Affairs National Center for Posttraumatic Stress Disorder, Veterans Affairs Connecticut Healthcare System, New Haven, Conn. (Pietrzak); Department of Psychology, Yale University, New Haven, Conn. (Joorman); Department of Psychological and Brain Sciences, Washington University, St. Louis (Barch); Department of Biosciences and Neuroscience and Institute for Behavioral Medicine Research, Ohio State University Wexner Medical Center, Columbus (Sheridan); Department of Psychiatry, University of Pittsburgh, Pittsburgh (Luna); Departments of Anesthesiology and Internal Medicine-Rheumatology, University of Michigan Medical School, Ann Arbor (Harte); the Kolling Institute of Medical Research, Northern Clinical School, University of Sydney, and Faculty of Medicine and Health, University of Sydney, Sydney, Australia (Elliott); Physical Therapy and Human Movement Sciences, Feinberg School of Medicine, Northwestern University, Chicago (Elliott); Department of Psychology, Temple University, Philadelphia (Murty); Department of Psychiatry and Behavioral Neurosciences, Wayne State University, Detroit (Jovanovich); Department of Psychological Sciences, University of Missouri, St. Louis (Bruce); Department of Emergency Medicine, Washington University School of Medicine, St. Louis (House); Department of Health Care Policy, Harvard Medical School, Boston (Kessler); Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston (Koenen); Department of Emergency Medicine, University of North Carolina, Chapel Hill (McLean)
| | - Kerry J Ressler
- Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta (Stevens, van Rooij, Ely, Roeckner, Vincent); Division of Depression and Anxiety, McLean Hospital, Belmont, Mass. (Harnett, Lebois, Ressler); Department of Psychiatry, Harvard Medical School, Boston (Harnett, Lebois, Pizzagalli, Ressler); Departments of Emergency Medicine and Health Services, Policy, and Practice, Alpert Medical School of Brown University, Rhode Island Hospital, and the Miriam Hospital, Providence, R.I. (Beaudoin); Department of Anesthesiology, Institute of Trauma Recovery, University of North Carolina, Chapel Hill (An, Linnstaedt, McLean); Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina, Chapel Hill (Zeng); Departments of Psychiatry and Neurology, University of California, San Francisco (Neylan); Department of Biomedical Informatics, Emory University School of Medicine, Atlanta (Clifford); Institute for Technology in Psychiatry (Germine) and Department of Psychiatry (Rauch), McLean Hospital, Belmont, Mass.; Department of Emergency Medicine, Henry Ford Health System, Detroit (Lewandowski); Department of Emergency Medicine, Vanderbilt University Medical Center, Nashville, Tenn. (Storrow); Department of Emergency Medicine, University of Florida College of Medicine, Jacksonville (Hendry, Sheikh); Department of Emergency Medicine, Indiana University School of Medicine, Indianapolis (Musey); Department of Emergency Medicine, University of Massachusetts Medical School, Worcester (Haran); Department of Emergency Medicine, Cooper Medical School of Rowan University, Camden, N.J. (Jones); Department of Emergency Medicine, College of Medicine and College of Nursing, University of Cincinnati, Cincinnati (Punches); Department of Emergency Medicine and Center for Addiction Research, University of Cincinnati College of Medicine, Cincinnati (Lyons); Departments of Emergency Medicine and Surgery, Division of Acute Care Surgery, University of Alabama School of Medicine, Birmingham (Kurz); Center for Injury Science, University of Alabama, Birmingham (Kurz); Department of Emergency Medicine, Boston Medical Center, Boston (McGrath); Departments of Surgery (Pascual) and Neurosurgery (Pascual), Perelman School of Medicine, University of Pennsylvania, Philadelphia; Department of Emergency Medicine, Einstein Health Care Network, Philadelphia (Datner); Department of Emergency Medicine, Jefferson University Hospitals, Philadelphia (Chang); Department of Emergency Medicine, Wayne State University, Detroit (Pearson); Department of Emergency Medicine, Massachusetts General Hospital, Boston (Peak); Department of Emergency Medicine, Saint Joseph Mercy Hospital, Ann Arbor, Mich. (Domeier); Department of Emergency Medicine, Wayne State University School of Medicine, Detroit (O'Neil); Department of Emergency Medicine, University of Massachusetts Medical School-Baystate, Springfield (Rathley); Department of Emergency Medicine, Beth Israel Deaconess Medical Center, Boston (Sanchez); Department of Emergency Medicine, Harvard Medical School, Boston (Sanchez); Department of Psychiatry, Yale School of Medicine, and U.S. Department of Veterans Affairs National Center for Posttraumatic Stress Disorder, Veterans Affairs Connecticut Healthcare System, New Haven, Conn. (Pietrzak); Department of Psychology, Yale University, New Haven, Conn. (Joorman); Department of Psychological and Brain Sciences, Washington University, St. Louis (Barch); Department of Biosciences and Neuroscience and Institute for Behavioral Medicine Research, Ohio State University Wexner Medical Center, Columbus (Sheridan); Department of Psychiatry, University of Pittsburgh, Pittsburgh (Luna); Departments of Anesthesiology and Internal Medicine-Rheumatology, University of Michigan Medical School, Ann Arbor (Harte); the Kolling Institute of Medical Research, Northern Clinical School, University of Sydney, and Faculty of Medicine and Health, University of Sydney, Sydney, Australia (Elliott); Physical Therapy and Human Movement Sciences, Feinberg School of Medicine, Northwestern University, Chicago (Elliott); Department of Psychology, Temple University, Philadelphia (Murty); Department of Psychiatry and Behavioral Neurosciences, Wayne State University, Detroit (Jovanovich); Department of Psychological Sciences, University of Missouri, St. Louis (Bruce); Department of Emergency Medicine, Washington University School of Medicine, St. Louis (House); Department of Health Care Policy, Harvard Medical School, Boston (Kessler); Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston (Koenen); Department of Emergency Medicine, University of North Carolina, Chapel Hill (McLean)
| |
Collapse
|
85
|
Layfield SD, Duffy LA, Phillips KA, Lardenoije R, Klengel T, Ressler KJ. Multiomic biological approaches to the study of child abuse and neglect. Pharmacol Biochem Behav 2021; 210:173271. [PMID: 34508786 PMCID: PMC8501413 DOI: 10.1016/j.pbb.2021.173271] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/28/2021] [Revised: 09/03/2021] [Accepted: 09/06/2021] [Indexed: 10/20/2022]
Abstract
Childhood maltreatment, occurring in up to 20-30% of the population, remains far too common, and incorporates a range of active and passive factors, from abuse, to neglect, to the impacts of broader structural and systemic adversity. Despite the effects of childhood maltreatment and adversity on a wide range of adult physical and psychological negative outcomes, not all individuals respond similarly. Understanding the differential biological mechanisms contributing to risk vs. resilience in the face of developmental adversity is critical to improving preventions, treatments, and policy recommendations. This review begins by providing an overview of childhood abuse, neglect, maltreatment, threat, and toxic stress, and the effects of these forms of adversity on the developing body, brain, and behavior. It then examines examples from the current literature of genomic, epigenomic, transcriptomic, and proteomic discoveries and biomarkers that may help to understand risk and resilience in the aftermath of trauma, predictors of traumatic exposure risk, and potential targets for intervention and prevention. While the majority of genetic, epigenetic, and gene expression analyses to date have focused on targeted genes and hypotheses, large-scale consortia are now well-positioned to better understand interactions of environment and biology with much more statistical power. Ongoing and future work aimed at understanding the biology of childhood adversity and its effects will help to provide targets for intervention and prevention, as well as identify paths for how science, health care, and policy can combine efforts to protect and promote the psychological and physiological wellbeing of future generations.
Collapse
Affiliation(s)
- Savannah Dee Layfield
- Depression & Anxiety Division, McLean Hospital, Mass General Brigham, Belmont, MA, United States of America
| | - Lucie Anne Duffy
- Depression & Anxiety Division, McLean Hospital, Mass General Brigham, Belmont, MA, United States of America
| | - Karlye Allison Phillips
- Depression & Anxiety Division, McLean Hospital, Mass General Brigham, Belmont, MA, United States of America
| | - Roy Lardenoije
- Depression & Anxiety Division, McLean Hospital, Mass General Brigham, Belmont, MA, United States of America; Department of Psychiatry and Psychotherapy, University Medical Center Göttingen, Göttingen, Germany
| | - Torsten Klengel
- Depression & Anxiety Division, McLean Hospital, Mass General Brigham, Belmont, MA, United States of America; Department of Psychiatry and Psychotherapy, University Medical Center Göttingen, Göttingen, Germany; Department of Psychiatry, Harvard Medical School, United States of America
| | - Kerry J Ressler
- Depression & Anxiety Division, McLean Hospital, Mass General Brigham, Belmont, MA, United States of America; Department of Psychiatry, Harvard Medical School, United States of America.
| |
Collapse
|
86
|
Lalonde CS, Mekawi Y, Ethun KF, Beurel E, Gould F, Dhabhar FS, Schultebraucks K, Galatzer-Levy I, Maples-Keller JL, Rothbaum BO, Ressler KJ, Nemeroff CB, Stevens JS, Michopoulos V. Sex Differences in Peritraumatic Inflammatory Cytokines and Steroid Hormones Contribute to Prospective Risk for Nonremitting Posttraumatic Stress Disorder. Chronic Stress (Thousand Oaks) 2021; 5:24705470211032208. [PMID: 34595364 PMCID: PMC8477354 DOI: 10.1177/24705470211032208] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Women are at higher risk for developing posttraumatic stress disorder (PTSD) compared to men, yet little is known about the biological contributors to this sex difference. One possible mechanism is differential immunological and neuroendocrine responses to traumatic stress exposure. In the current prospective study, we aimed to identify whether sex is indirectly associated with the probability of developing nonremitting PTSD through pro-inflammatory markers and whether steroid hormone concentrations influence this effect. Female (n = 179) and male (n = 197) trauma survivors were recruited from an emergency department and completed clinical assessment within 24 h and blood samples within ∼three hours of trauma exposure. Pro-inflammatory cytokines (IL-6, IL-1 β , TNF, IFNγ), and steroid hormone (estradiol, testosterone, progesterone, cortisol) concentrations were quantified in plasma. Compared to men, women had a higher probability of developing nonremitting PTSD after trauma (p = 0.04), had lower pro-inflammatory cytokines and testosterone (p's<0.001), and had higher cortisol and progesterone (p's<0.001) concentrations. Estradiol concentrations were not different between the sexes (p = 0.24). Pro-inflammatory cytokines were a significant mediator in the relationship between sex and probability of developing nonremitting PTSD (p < 0.05), such that men had higher concentrations of pro-inflammatory cytokines which were associated with lower risk of nonremitting PTSD development. This effect was significantly moderated by estradiol (p < 0.05), as higher estradiol levels in men were associated with higher pro-inflammatory cytokine concentrations and lower risk for developing nonremitting PTSD. The current results suggest that sex differences in the pro-inflammatory cytokine response to trauma exposure partially mediate the probability of developing nonremitting PTSD, and that the protective ability to mount an pro-inflammatory cytokine response in men may depend on higher estradiol levels in the aftermath of trauma exposure.
Collapse
Affiliation(s)
- Chloe S Lalonde
- Department of Medicine, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Yara Mekawi
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Kelly F Ethun
- Yerkes National Primate Research Center, Atlanta, Georgia, USA.,Department of Pathology and Laboratory Medicine, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Eleonore Beurel
- Department of Psychiatry and Behavioral Sciences, University of Miami Miller School of Medicine, Miami, Florida, USA.,Department of Biochemistry and Molecular Biology, University of Miami Miller School of Medicine, Miami, Florida, USA
| | - Felicia Gould
- Department of Psychiatry and Behavioral Sciences, University of Miami Miller School of Medicine, Miami, Florida, USA
| | - Firdaus S Dhabhar
- Department of Psychiatry and Behavioral Sciences, University of Miami Miller School of Medicine, Miami, Florida, USA.,Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, Florida, USA.,Department of Psychology, University of Miami, Coral Gables, Florida, USA
| | - Katharina Schultebraucks
- Department of Emergency Medicine, Columbia University Irving Medical Center, New York, New York, USA
| | - Isaac Galatzer-Levy
- Department of Psychiatry, New York University School of Medicine, New York, New York, USA
| | - Jessica L Maples-Keller
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Barbara O Rothbaum
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Kerry J Ressler
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, Georgia, USA.,Mclean Hospital, Harvard Medical School, Belmont, Massachusetts, USA
| | - Charles B Nemeroff
- Department of Psychiatry and Behavioral Sciences, University of Texas at Austin, Dell Medical School, Austin, Texas, USA
| | - Jennifer S Stevens
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Vasiliki Michopoulos
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, Georgia, USA.,Yerkes National Primate Research Center, Atlanta, Georgia, USA
| |
Collapse
|
87
|
Stein MB, Jain S, Simon NM, West JC, Marvar PJ, Bui E, He F, Benedek DM, Cassano P, Griffith JL, Howlett J, Malgaroli M, Melaragno A, Seligowski AV, Shu IW, Song S, Szuhany K, Taylor CT, Ressler KJ. Randomized, Placebo-Controlled Trial of the Angiotensin Receptor Antagonist Losartan for Posttraumatic Stress Disorder. Biol Psychiatry 2021; 90:473-481. [PMID: 34275593 DOI: 10.1016/j.biopsych.2021.05.012] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/02/2021] [Revised: 04/20/2021] [Accepted: 05/03/2021] [Indexed: 11/17/2022]
Abstract
BACKGROUND Evidence-based pharmacological treatments for posttraumatic stress disorder (PTSD) are few and of limited efficacy. Previous work suggests that angiotensin type 1 receptor inhibition facilitates fear inhibition and extinction, important for recovery from PTSD. This study tests the efficacy of the angiotensin type 1 receptor antagonist losartan, an antihypertensive drug, repurposed for the treatment of PTSD. METHODS A randomized controlled trial was conducted for 10 weeks in 149 men and women meeting DSM-5 PTSD criteria. Losartan (vs. placebo) was flexibly titrated from 25 to 100 mg/day by week 6 and held at highest tolerated dose until week 10. Primary outcome was the Clinician-Administered PTSD Scale for DSM-5 (CAPS-5) change score at 10 weeks from baseline. A key secondary outcome was change in CAPS-5 associated with a single nucleotide polymorphism of the ACE gene. Additional secondary outcomes included changes in the PTSD Checklist for DSM-5 and the Patient Health Questionnaire-9, and proportion of responders with a Clinical Global Impressions-Improvement scale of "much improved" or "very much improved." RESULTS Both groups had robust improvement in PTSD symptoms, but there was no significant difference on the primary end point, CAPS-5 measured as week 10 change from baseline, between losartan and placebo (mean change difference, 0.9, 95% confidence interval, -3.2 to 5.0). There was no significant difference in the proportion of Clinical Global Impressions-Improvement scale responders for losartan (58.6%) versus placebo (57.9%), no significant differences in changes in PTSD Checklist for DSM-5 or Patient Health Questionnaire-9, and no association between ACE genotype and CAPS-5 improvement on losartan. CONCLUSIONS At these doses and durations, there was no significant benefit of losartan compared with placebo for the treatment of PTSD. We discuss implications for failure to determine the benefit of a repurposed drug with strong a priori expectations of success based on preclinical and epidemiological data.
Collapse
Affiliation(s)
- Murray B Stein
- Department of Psychiatry, University of California San Diego, La Jolla, California; Herbert Wertheim School of Public Health and Human Longevity Science, University of California San Diego, La Jolla, California; VA San Diego Healthcare System, San Diego, California.
| | - Sonia Jain
- Herbert Wertheim School of Public Health and Human Longevity Science, University of California San Diego, La Jolla, California
| | - Naomi M Simon
- NYU Grossman School of Medicine and NYU Langone Health, New York, New York
| | - James C West
- Uniformed Services University of the Health Sciences, Bethesda, Maryland
| | | | - Eric Bui
- Department of Psychiatry, Massachusetts General Hospital, Boston, Massachusetts
| | - Feng He
- Herbert Wertheim School of Public Health and Human Longevity Science, University of California San Diego, La Jolla, California
| | - David M Benedek
- Uniformed Services University of the Health Sciences, Bethesda, Maryland
| | - Paolo Cassano
- Department of Psychiatry, Massachusetts General Hospital, Boston, Massachusetts
| | | | - Jonathan Howlett
- Department of Psychiatry, University of California San Diego, La Jolla, California; VA San Diego Healthcare System, San Diego, California
| | - Matteo Malgaroli
- NYU Grossman School of Medicine and NYU Langone Health, New York, New York
| | - Andrew Melaragno
- Department of Psychiatry, Massachusetts General Hospital, Boston, Massachusetts
| | - Antonia V Seligowski
- Department of Psychiatry, Harvard Medical School, Boston, Massachusetts; McLean Hospital, Belmont, Massachusetts
| | - I-Wei Shu
- Department of Psychiatry, University of California San Diego, La Jolla, California; VA San Diego Healthcare System, San Diego, California
| | - Suzan Song
- George Washington University, Washington, DC
| | - Kristin Szuhany
- NYU Grossman School of Medicine and NYU Langone Health, New York, New York
| | - Charles T Taylor
- Department of Psychiatry, University of California San Diego, La Jolla, California
| | - Kerry J Ressler
- Department of Psychiatry, Harvard Medical School, Boston, Massachusetts; McLean Hospital, Belmont, Massachusetts.
| |
Collapse
|
88
|
Strege MV, Persons JB, Ressler KJ, Krawczak RA, Fang A, Goldin P, Siegle GJ. Integrating Neuroscience Into Clinical Practice: Current Opinions and Dialogue Between Drs. Jacqueline Persons and Kerry Ressler. Behav Ther (N Y N Y) 2021; 44:326-334. [PMID: 36643848 PMCID: PMC9836032] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Subscribe] [Scholar Register] [Indexed: 01/17/2023]
|
89
|
Schultebraucks K, Qian M, Abu-Amara D, Dean K, Laska E, Siegel C, Gautam A, Guffanti G, Hammamieh R, Misganaw B, Mellon SH, Wolkowitz OM, Blessing EM, Etkin A, Ressler KJ, Doyle FJ, Jett M, Marmar CR. Pre-deployment risk factors for PTSD in active-duty personnel deployed to Afghanistan: a machine-learning approach for analyzing multivariate predictors. Mol Psychiatry 2021; 26:5011-5022. [PMID: 32488126 PMCID: PMC8589682 DOI: 10.1038/s41380-020-0789-2] [Citation(s) in RCA: 39] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/06/2019] [Revised: 05/12/2020] [Accepted: 05/15/2020] [Indexed: 12/22/2022]
Abstract
Active-duty Army personnel can be exposed to traumatic warzone events and are at increased risk for developing post-traumatic stress disorder (PTSD) compared with the general population. PTSD is associated with high individual and societal costs, but identification of predictive markers to determine deployment readiness and risk mitigation strategies is not well understood. This prospective longitudinal naturalistic cohort study-the Fort Campbell Cohort study-examined the value of using a large multidimensional dataset collected from soldiers prior to deployment to Afghanistan for predicting post-deployment PTSD status. The dataset consisted of polygenic, epigenetic, metabolomic, endocrine, inflammatory and routine clinical lab markers, computerized neurocognitive testing, and symptom self-reports. The analysis was computed on active-duty Army personnel (N = 473) of the 101st Airborne at Fort Campbell, Kentucky. Machine-learning models predicted provisional PTSD diagnosis 90-180 days post deployment (random forest: AUC = 0.78, 95% CI = 0.67-0.89, sensitivity = 0.78, specificity = 0.71; SVM: AUC = 0.88, 95% CI = 0.78-0.98, sensitivity = 0.89, specificity = 0.79) and longitudinal PTSD symptom trajectories identified with latent growth mixture modeling (random forest: AUC = 0.85, 95% CI = 0.75-0.96, sensitivity = 0.88, specificity = 0.69; SVM: AUC = 0.87, 95% CI = 0.79-0.96, sensitivity = 0.80, specificity = 0.85). Among the highest-ranked predictive features were pre-deployment sleep quality, anxiety, depression, sustained attention, and cognitive flexibility. Blood-based biomarkers including metabolites, epigenomic, immune, inflammatory, and liver function markers complemented the most important predictors. The clinical prediction of post-deployment symptom trajectories and provisional PTSD diagnosis based on pre-deployment data achieved high discriminatory power. The predictive models may be used to determine deployment readiness and to determine novel pre-deployment interventions to mitigate the risk for deployment-related PTSD.
Collapse
Affiliation(s)
- Katharina Schultebraucks
- Department of Psychiatry, New York University Grossman School of Medicine, New York, NY, USA.
- Department of Emergency Medicine, Vagelos School of Physicians and Surgeons, Columbia University Medical Center, New York, NY, USA.
- Data Science Institute, Columbia University, New York, NY, USA.
| | - Meng Qian
- Department of Psychiatry, Center for Alcohol Use Disorder and PTSD, New York University Grossman School of Medicine, New York, NY, USA
| | - Duna Abu-Amara
- Department of Psychiatry, Center for Alcohol Use Disorder and PTSD, New York University Grossman School of Medicine, New York, NY, USA
| | - Kelsey Dean
- Harvard Paulson School of Engineering & Applied Sciences, Boston, MA, USA
| | - Eugene Laska
- Department of Psychiatry, New York University Grossman School of Medicine, New York, NY, USA
- Department of Population Health, Biostatistics Division, New York University Grossman School of Medicine, New York, NY, USA
| | - Carole Siegel
- Department of Psychiatry, New York University Grossman School of Medicine, New York, NY, USA
- Department of Population Health, Biostatistics Division, New York University Grossman School of Medicine, New York, NY, USA
| | - Aarti Gautam
- Integrative Systems Biology, US Army Center for Environmental Health Research, USACEHR, Fort Detrick, Frederick, MD, USA
| | - Guia Guffanti
- McLean Hospital, Harvard University, Boston, MA, USA
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, GA, USA
| | - Rasha Hammamieh
- Integrative Systems Biology, US Army Center for Environmental Health Research, USACEHR, Fort Detrick, Frederick, MD, USA
| | - Burook Misganaw
- Harvard Paulson School of Engineering & Applied Sciences, Boston, MA, USA
| | - Synthia H Mellon
- Department of Obstetrics, Gynecology & Reproductive Sciences, University of California, San Francisco, CA, USA
| | - Owen M Wolkowitz
- Department of Psychiatry/Weill Institute for Neurosciences, University of California, San Francisco, CA, USA
| | - Esther M Blessing
- Department of Psychiatry, Center for Alcohol Use Disorder and PTSD, New York University Grossman School of Medicine, New York, NY, USA
| | - Amit Etkin
- Alto Neuroscience, Inc., Los Altos, CA, USA
- Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, CA, USA
- Wu Tsai Neurosciences Institute, Stanford University, Stanford, CA, USA
| | - Kerry J Ressler
- McLean Hospital, Harvard University, Boston, MA, USA
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, GA, USA
| | - Francis J Doyle
- Harvard Paulson School of Engineering & Applied Sciences, Boston, MA, USA
| | - Marti Jett
- Integrative Systems Biology, US Army Center for Environmental Health Research, USACEHR, Fort Detrick, Frederick, MD, USA
| | - Charles R Marmar
- Department of Psychiatry, Center for Alcohol Use Disorder and PTSD, New York University Grossman School of Medicine, New York, NY, USA
| |
Collapse
|
90
|
Fani N, Carter SE, Harnett NG, Ressler KJ, Bradley B. Association of Racial Discrimination With Neural Response to Threat in Black Women in the US Exposed to Trauma. JAMA Psychiatry 2021; 78:1005-1012. [PMID: 34319369 PMCID: PMC8319825 DOI: 10.1001/jamapsychiatry.2021.1480] [Citation(s) in RCA: 38] [Impact Index Per Article: 12.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
IMPORTANCE Racial discrimination has a clear impact on health-related outcomes, but little is known about how discriminatory experiences are associated with neural response patterns to emotionally salient cues, which likely mediates these outcomes. OBJECTIVE To examine associations of discriminatory experiences with brainwide response to threat-relevant cues in trauma-exposed US Black women as they engage in an attentionally demanding task. DESIGN, SETTING, AND PARTICIPANTS A cross-sectional study was conducted from May 1, 2014, to July 1, 2019, among 55 trauma-exposed US Black women to examine associations of racial discrimination experiences with patterns of neural response and behavior to trauma-relevant images in an affective attentional control task. Posttraumatic stress disorder (PTSD) symptoms and trauma exposure were entered as covariates to isolate variance associated with experiences of racial discrimination. EXPOSURES Varying levels of trauma, PTSD symptoms, and experiences of racial discrimination. MAIN OUTCOMES AND MEASURES Experiences of Discrimination Questionnaire (EOD) (range, 0-9) for count of the number of situations for which each participant reported having unfair treatment for a racial reason. Experiences of trauma and PTSD symptoms were assessed with the Traumatic Events Inventory (TEI) (number of times the person was exposed to trauma; score range, 0-112) and PTSD Symptom Scale (PSS) (score range, 0-51). Response to trauma-relevant vs neutral distractor cues were assessed via functional magnetic resonance imaging during performance of an affective Stroop (attentional control) task. Statistical analyses were conducted at a whole-brain, voxelwise level with familywise error correction. RESULTS In this study of 55 Black women in the US (mean [SD] age, 37.7 [10.7] years; range, 21-61 years), participants reported a mean (SD) TEI frequency of 33.0 (18.8) and showed moderate levels of current PTSD symptoms (mean [SD] PSS score, 15.4 [12.9]). Mean (SD) EOD scores were 2.35 (2.44) and were moderately correlated with current PTSD symptoms (PSS total: r = 0.36; P=.009) but not with age (r = 0.20; P = .15) or TEI frequency (r = -0.02; P = .89). During attention to trauma-relevant vs neutral images, more experiences of racial discrimination were associated with significantly greater response in nodes of emotion regulation and fear inhibition (ventromedial prefrontal cortex) and visual attention (middle occipital cortex) networks, even after accounting for trauma and severity of PTSD symptoms (brainwide familywise error corrected; r = 0.33 for ventromedial prefrontal cortex; P = .02). Racial discrimination was also associated with affective Stroop task performance; errors on trials with threat-relevant stimuli were negatively correlated with experiences of racial discrimination (r = -0.41; P = .003). CONCLUSIONS AND RELEVANCE These findings suggest that experiences of racial discrimination associate with disproportionately greater response in brain regions associated with emotion regulation and fear inhibition and visual attention. Frequent racism experienced by Black individuals may potentiate attentional and regulatory responses to trauma-relevant stressors and lead to heightened modulation of regulatory resources. This may represent an important neurobiological pathway for race-related health disparities.
Collapse
Affiliation(s)
- Negar Fani
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, Georgia
| | | | - Nathaniel G. Harnett
- Division of Depression and Anxiety, McLean Hospital, Belmont, Massachusetts,Department of Psychiatry, Harvard Medical School, Boston, Massachusetts
| | - Kerry J. Ressler
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, Georgia,Division of Depression and Anxiety, McLean Hospital, Belmont, Massachusetts,Department of Psychiatry, Harvard Medical School, Boston, Massachusetts
| | - Bekh Bradley
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, Georgia,Atlanta Veterans Affairs Medical Center, Atlanta, Georgia
| |
Collapse
|
91
|
Steuber ER, Seligowski AV, Roeckner AR, Reda M, Lebois LAM, van Rooij SJH, Murty VP, Ely TD, Bruce SE, House SL, Beaudoin FL, An X, Zeng D, Neylan TC, Clifford GD, Linnstaedt SD, Germine LT, Rauch SL, Lewandowski C, Sheikh S, Jones CW, Punches BE, Swor RA, McGrath ME, Hudak LA, Pascual JL, Chang AM, Pearson C, Peak DA, Domeier RM, O'Neil BJ, Rathlev NK, Sanchez LD, Pietrzak RH, Joormann J, Barch DM, Pizzagalli DA, Elliott JM, Kessler RC, Koenen KC, McLean SA, Ressler KJ, Jovanovic T, Harnett NG, Stevens JS. Thalamic volume and fear extinction interact to predict acute posttraumatic stress severity. J Psychiatr Res 2021; 141:325-332. [PMID: 34304036 PMCID: PMC8513112 DOI: 10.1016/j.jpsychires.2021.07.023] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/28/2021] [Revised: 07/04/2021] [Accepted: 07/13/2021] [Indexed: 11/26/2022]
Abstract
Posttraumatic stress disorder (PTSD) is associated with lower gray matter volume (GMV) in brain regions critical for extinction of learned threat. However, relationships among volume, extinction learning, and PTSD symptom development remain unclear. We investigated subcortical brain volumes in regions supporting extinction learning and fear-potentiated startle (FPS) to understand brain-behavior interactions that may impact PTSD symptom development in recently traumatized individuals. Participants (N = 99) completed magnetic resonance imaging and threat conditioning two weeks following trauma exposure as part of a multisite observational study to understand the neuropsychiatric effects of trauma (AURORA Study). Participants completed self-assessments of PTSD (PTSD Checklist for DSM-5; PCL-5), dissociation, and depression symptoms two- and eight-weeks post-trauma. We completed multiple regressions to investigate relationships between FPS during late extinction, GMV, and PTSD symptom development. The interaction between thalamic GMV and FPS during late extinction at two weeks post-trauma predicted PCL-5 scores eight weeks (t (75) = 2.49, β = 0.28, p = 0.015) post-trauma. Higher FPS predicted higher PCL-5 scores in the setting of increased thalamic GMV. Meanwhile, lower FPS also predicted higher PCL-5 scores in the setting of decreased thalamic GMV. Thalamic GMV and FPS interactions also predicted posttraumatic dissociative and depressive symptoms. Amygdala and hippocampus GMV by FPS interactions were not associated with posttraumatic symptom development. Taken together, thalamic GMV and FPS during late extinction interact to contribute to adverse posttraumatic neuropsychiatric outcomes. Multimodal assessments soon after trauma have the potential to distinguish key phenotypes vulnerable to posttraumatic neuropsychiatric outcomes.
Collapse
Affiliation(s)
| | - Antonia V Seligowski
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA; Division of Depression and Anxiety, McLean Hospital, Belmont, MA, USA
| | - Alyssa R Roeckner
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, GA, USA
| | - Mariam Reda
- Department of Psychiatry and Behavioral Neurosciences, Wayne State University School of Medicine, Detroit, MI, USA
| | - Lauren A M Lebois
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA; Division of Depression and Anxiety, McLean Hospital, Belmont, MA, USA
| | - Sanne J H van Rooij
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, GA, USA
| | - Vishnu P Murty
- Department of Psychology, College of Liberal Arts, Temple University, Philadelphia, PA, USA
| | - Timothy D Ely
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, GA, USA
| | - Steven E Bruce
- Department of Psychological Sciences, University of Missouri - St. Louis, St. Louis, MO, USA
| | - Stacey L House
- Department of Emergency Medicine, Washington University School of Medicine, St. Louis, MO, USA
| | - Francesca L Beaudoin
- Department of Emergency Medicine & Health Services, Policy, and Practice, The Alpert Medical School of Brown University, Rhode Island Hospital and The Miriam Hospital, Providence, RI, USA
| | - Xinming An
- Department of Anesthesiology, Institute of Trauma Recovery, UNC School of Medicine, Chapel Hill, NC, USA
| | - Donglin Zeng
- Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, NC, USA
| | - Thomas C Neylan
- San Francisco VA Healthcare System and Departments of Psychiatry and Neurology, University of California, San Francisco, CA, USA
| | - Gari D Clifford
- Department of Biomedical Informatics, Emory University School of Medicine and Department of Biomedical Engineering, Georgia Institute of Technology, Atlanta, GA, USA
| | - Sarah D Linnstaedt
- Department of Anesthesiology, Institute of Trauma Recovery, UNC School of Medicine, Chapel Hill, NC, USA
| | - Laura T Germine
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA; Institute for Technology in Psychiatry, McLean Hospital, Belmont, MA, USA; The Many Brains Project, Acton, MA, USA
| | - Scott L Rauch
- Department of Psychiatry, McLean Hospital, Belmont, MA, USA
| | | | - Sophia Sheikh
- Department of Emergency Medicine, University of Florida College of Medicine -Jacksonville, Jacksonville, FL, USA
| | - Christopher W Jones
- Department of Emergency Medicine, Cooper Medical School of Rowan University, Camden, NJ, USA
| | - Brittany E Punches
- Department of Emergency Medicine, University of Cincinnati College of Medicine & University of Cincinnati College of Nursing, Cincinnati, OH, USA
| | - Robert A Swor
- Department of Emergency Medicine, Oakland University William Beaumont School of Medicine, Rochester Hills, MI, USA
| | - Meghan E McGrath
- Department of Emergency Medicine, Boston Medical Center, Boston, MA, USA
| | - Lauren A Hudak
- Department of Emergency Medicine, Emory University School of Medicine, Atlanta, GA, USA
| | - Jose L Pascual
- Department of Surgery and Department of Neurosurgery, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
| | - Anna M Chang
- Department of Emergency Medicine, Jefferson University Hospitals, Philadelphia, PA, USA
| | - Claire Pearson
- Department of Emergency Medicine, Wayne State University, Ascension St. John Hospital, Detroit, MI, USA
| | - David A Peak
- Department of Emergency Medicine, Massachusetts General Hospital, Boston, MA, USA
| | - Robert M Domeier
- Department of Emergency Medicine, Saint Joseph Mercy Hospital, Ann Arbor, MI, USA
| | - Brian J O'Neil
- Department of Emergency Medicine, Wayne State University, Detroit Receiving Hospital, Detroit, MI, USA
| | - Niels K Rathlev
- Department of Emergency Medicine, University of Massachusetts Medical School-Baystate, Springfield, MA, USA
| | - Leon D Sanchez
- Department of Emergency Medicine, Beth Israel Deaconess Medical Center, Boston, MA, USA; Department of Emergency Medicine, Harvard Medical School, Boston, MA, USA
| | - Robert H Pietrzak
- U.S. Department of Veterans Affairs National Center for Posttraumatic Stress Disorder, VA Connecticut Healthcare System, West Haven, CT, USA & Department of Psychiatry, Yale School of Medicine, New Haven, CT, USA
| | - Jutta Joormann
- Department of Psychology, Yale University, New Haven, CT, USA
| | - Deanna M Barch
- Department of Psychological & Brain Sciences, College of Arts & Sciences, Washington University in St. Louis, St. Louis, MO, USA
| | | | - James M Elliott
- The Kolling Institute of Medical Research, Northern Clinical School, University of Sydney, St Leonards, New South Wales, Australia; Faculty of Medicine and Health, University of Sydney, Camperdown, New South Wales, Australia; Physical Therapy & Human Movement Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Ronald C Kessler
- Department of Health Care Policy, Harvard Medical School, Boston, MA, USA
| | - Karestan C Koenen
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Samuel A McLean
- Department of Anesthesiology, Institute of Trauma Recovery, UNC School of Medicine, Chapel Hill, NC, USA
| | - Kerry J Ressler
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA; Division of Depression and Anxiety, McLean Hospital, Belmont, MA, USA
| | - Tanja Jovanovic
- Department of Psychiatry and Behavioral Neurosciences, Wayne State University School of Medicine, Detroit, MI, USA
| | - Nathaniel G Harnett
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA; Division of Depression and Anxiety, McLean Hospital, Belmont, MA, USA.
| | - Jennifer S Stevens
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, GA, USA.
| |
Collapse
|
92
|
Lori A, Schultebraucks K, Galatzer-Levy I, Daskalakis NP, Katrinli S, Smith AK, Myers AJ, Richholt R, Huentelman M, Guffanti G, Wuchty S, Gould F, Harvey PD, Nemeroff CB, Jovanovic T, Gerasimov ES, Maples-Keller JL, Stevens JS, Michopoulos V, Rothbaum BO, Wingo AP, Ressler KJ. Transcriptome-wide association study of post-trauma symptom trajectories identified GRIN3B as a potential biomarker for PTSD development. Neuropsychopharmacology 2021; 46:1811-1820. [PMID: 34188182 PMCID: PMC8357796 DOI: 10.1038/s41386-021-01073-8] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/11/2020] [Revised: 04/26/2021] [Accepted: 05/24/2021] [Indexed: 12/11/2022]
Abstract
Biomarkers that predict symptom trajectories after trauma can facilitate early detection or intervention for posttraumatic stress disorder (PTSD) and may also advance our understanding of its biology. Here, we aimed to identify trajectory-based biomarkers using blood transcriptomes collected in the immediate aftermath of trauma exposure. Participants were recruited from an Emergency Department in the immediate aftermath of trauma exposure and assessed for PTSD symptoms at baseline, 1, 3, 6, and 12 months. Three empirical symptom trajectories (chronic-PTSD, remitting, and resilient) were identified in 377 individuals based on longitudinal symptoms across four data points (1, 3, 6, and 12 months), using latent growth mixture modeling. Blood transcriptomes were examined for association with longitudinal symptom trajectories, followed by expression quantitative trait locus analysis. GRIN3B and AMOTL1 blood mRNA levels were associated with chronic vs. resilient post-trauma symptom trajectories at a transcriptome-wide significant level (N = 153, FDR-corrected p value = 0.0063 and 0.0253, respectively). We identified four genetic variants that regulate mRNA blood expression levels of GRIN3B. Among these, GRIN3B rs10401454 was associated with PTSD in an independent dataset (N = 3521, p = 0.04). Examination of the BrainCloud and GTEx databases revealed that rs10401454 was associated with brain mRNA expression levels of GRIN3B. While further replication and validation studies are needed, our data suggest that GRIN3B, a glutamate ionotropic receptor NMDA type subunit-3B, may be involved in the manifestation of PTSD. In addition, the blood mRNA level of GRIN3B may be a promising early biomarker for the PTSD manifestation and development.
Collapse
Affiliation(s)
- Adriana Lori
- Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta, GA, USA
| | - Katharina Schultebraucks
- Department of Emergency Medicine, Columbia University Medical Center, New York, NY, USA
- Data Science Institute, Columbia University, New York, NY, USA
| | - Isaac Galatzer-Levy
- Department of Psychiatry, New York University School of Medicine, New York, NY, USA
| | - Nikolaos P Daskalakis
- Department of Psychiatry, Harvard Medical School and McLean Hospital, Belmont, MA, USA
| | - Seyma Katrinli
- Department of Gynecology and Obstetrics, Emory University, Atlanta, GA, USA
| | - Alicia K Smith
- Department of Gynecology and Obstetrics, Emory University, Atlanta, GA, USA
| | - Amanda J Myers
- Department of Psychiatry and Behavioral Sciences, University of Miami, Miller School of Medicine, Miami, FL, USA
| | - Ryan Richholt
- Neurogenomics Division and Center for Rare Childhood Disorders, Translational Genomics Research Institute, Phoenix, AZ, USA
| | - Matthew Huentelman
- Neurogenomics Division and Center for Rare Childhood Disorders, Translational Genomics Research Institute, Phoenix, AZ, USA
| | - Guia Guffanti
- Department of Psychiatry, Harvard Medical School and McLean Hospital, Belmont, MA, USA
| | - Stefan Wuchty
- Department of Biology, University of Miami, Coral Gables, FL, USA
- Department of Computer Science, University of Miami, Coral Gables, FL, USA
- Institute of Data Science and Computing, University of Miami, Coral Gables, FL, USA
- Sylvester Comprehensive Cancer Center, University of Miami, Miami, FL, USA
| | - Felicia Gould
- Department of Psychiatry and Behavioral Sciences, University of Miami, Miller School of Medicine, Miami, FL, USA
| | - Philip D Harvey
- Department of Psychiatry and Behavioral Sciences, University of Miami, Miller School of Medicine, Miami, FL, USA
| | | | - Tanja Jovanovic
- Department of Psychiatry and Behavioral Neurosciences, Wayne State University, Detroit, MI, USA
| | | | | | - Jennifer S Stevens
- Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta, GA, USA
| | - Vasiliki Michopoulos
- Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta, GA, USA
| | - Barbara O Rothbaum
- Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta, GA, USA
| | - Aliza P Wingo
- Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta, GA, USA.
- Division of Mental Health, Atlanta VA Medical Center, Decatur, GA, USA.
| | - Kerry J Ressler
- Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta, GA, USA.
- Department of Psychiatry, Harvard Medical School and McLean Hospital, Belmont, MA, USA.
| |
Collapse
|
93
|
Dennis EL, Disner SG, Fani N, Salminen LE, Logue M, Clarke EK, Haswell CC, Averill CL, Baugh LA, Bomyea J, Bruce SE, Cha J, Choi K, Davenport ND, Densmore M, du Plessis S, Forster GL, Frijling JL, Gonenc A, Gruber S, Grupe DW, Guenette JP, Hayes J, Hofmann D, Ipser J, Jovanovic T, Kelly S, Kennis M, Kinzel P, Koch SBJ, Koerte I, Koopowitz S, Korgaonkar M, Krystal J, Lebois LAM, Li G, Magnotta VA, Manthey A, May GJ, Menefee DS, Nawijn L, Nelson SM, Neufeld RWJ, Nitschke JB, O'Doherty D, Peverill M, Ressler KJ, Roos A, Sheridan MA, Sierk A, Simmons A, Simons RM, Simons JS, Stevens J, Suarez-Jimenez B, Sullivan DR, Théberge J, Tran JK, van den Heuvel L, van der Werff SJA, van Rooij SJH, van Zuiden M, Velez C, Verfaellie M, Vermeiren RRJM, Wade BSC, Wager T, Walter H, Winternitz S, Wolff J, York G, Zhu Y, Zhu X, Abdallah CG, Bryant R, Daniels JK, Davidson RJ, Fercho KA, Franz C, Geuze E, Gordon EM, Kaufman ML, Kremen WS, Lagopoulos J, Lanius RA, Lyons MJ, McCauley SR, McGlinchey R, McLaughlin KA, Milberg W, Neria Y, Olff M, Seedat S, Shenton M, Sponheim SR, Stein DJ, Stein MB, Straube T, Tate DF, van der Wee NJA, Veltman DJ, Wang L, Wilde EA, Thompson PM, Kochunov P, Jahanshad N, Morey RA. Altered white matter microstructural organization in posttraumatic stress disorder across 3047 adults: results from the PGC-ENIGMA PTSD consortium. Mol Psychiatry 2021; 26:4315-4330. [PMID: 31857689 PMCID: PMC7302988 DOI: 10.1038/s41380-019-0631-x] [Citation(s) in RCA: 47] [Impact Index Per Article: 15.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/20/2019] [Revised: 11/20/2019] [Accepted: 12/02/2019] [Indexed: 01/08/2023]
Abstract
A growing number of studies have examined alterations in white matter organization in people with posttraumatic stress disorder (PTSD) using diffusion MRI (dMRI), but the results have been mixed which may be partially due to relatively small sample sizes among studies. Altered structural connectivity may be both a neurobiological vulnerability for, and a result of, PTSD. In an effort to find reliable effects, we present a multi-cohort analysis of dMRI metrics across 3047 individuals from 28 cohorts currently participating in the PGC-ENIGMA PTSD working group (a joint partnership between the Psychiatric Genomics Consortium and the Enhancing NeuroImaging Genetics through Meta-Analysis consortium). Comparing regional white matter metrics across the full brain in 1426 individuals with PTSD and 1621 controls (2174 males/873 females) between ages 18-83, 92% of whom were trauma-exposed, we report associations between PTSD and disrupted white matter organization measured by lower fractional anisotropy (FA) in the tapetum region of the corpus callosum (Cohen's d = -0.11, p = 0.0055). The tapetum connects the left and right hippocampus, for which structure and function have been consistently implicated in PTSD. Results were consistent even after accounting for the effects of multiple potentially confounding variables: childhood trauma exposure, comorbid depression, history of traumatic brain injury, current alcohol abuse or dependence, and current use of psychotropic medications. Our results show that PTSD may be associated with alterations in the broader hippocampal network.
Collapse
Affiliation(s)
- Emily L Dennis
- Psychiatry Neuroimaging Laboratory, Department of Psychiatry, Brigham and Women's Hospital, Boston, MA, USA.
- Imaging Genetics Center, Stevens Neuroimaging & Informatics Institute, Keck School of Medicine of USC, Marina del Rey, CA, USA.
- Department of Neurology, University of Utah, Salt Lake City, UT, USA.
- Stanford Neurodevelopment, Affect, and Psychopathology Laboratory, Stanford, CA, USA.
| | - Seth G Disner
- Minneapolis VA Health Care System, Minneapolis, MN, USA
- Department of Psychiatry, University of Minnesota, Minneapolis, MN, USA
| | - Negar Fani
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, GA, USA
| | - Lauren E Salminen
- Imaging Genetics Center, Stevens Neuroimaging & Informatics Institute, Keck School of Medicine of USC, Marina del Rey, CA, USA
| | - Mark Logue
- National Center for PTSD, VA Boston Healthcare System, Boston, MA, USA
- Department of Psychiatry, Boston University School of Medicine, Boston, MA, USA
- Biomedical Genetics, Boston University School of Medicine, Boston, MA, USA
- Department of Biostatistics, Boston University School of Public Health, Boston, MA, USA
| | - Emily K Clarke
- Brain Imaging and Analysis Center, Duke University, Durham, NC, USA
- VISN 6 MIRECC, Durham VA, Durham, NC, USA
| | - Courtney C Haswell
- Brain Imaging and Analysis Center, Duke University, Durham, NC, USA
- VISN 6 MIRECC, Durham VA, Durham, NC, USA
| | - Christopher L Averill
- Clinical Neuroscience Division, National Center for PTSD; Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA
| | - Lee A Baugh
- Division of Basic Biomedical Sciences, Sanford School of Medicine, University of South Dakota, Vermillion, SD, USA
- Center for Brain and Behavior Research, University of South Dakota, Vermillion, SD, USA
- Sioux Falls VA Health Care System, Sioux Falls, SD, USA
| | - Jessica Bomyea
- Center of Excellence for Stress and Mental Health, VA San Diego Healthcare System, La Jolla, CA, USA
- Department of Psychiatry, University of California, San Diego, La Jolla, CA, USA
| | - Steven E Bruce
- Department of Psychological Sciences, Center for Trauma Recovery University of Missouri-St. Louis, St. Louis, MO, USA
| | - Jiook Cha
- Department of Psychiatry, Columbia University Medical Center, New York, NY, USA
- New York State Psychiatric Institute, New York, NY, USA
| | - Kyle Choi
- Health Services Research Center, University of California, San Diego, CA, USA
| | - Nicholas D Davenport
- Minneapolis VA Health Care System, Minneapolis, MN, USA
- Department of Psychiatry, University of Minnesota, Minneapolis, MN, USA
| | - Maria Densmore
- Department of Psychiatry, Western University, London, ON, Canada
- Imaging Division, Lawson Health Research Institute, London, ON, Canada
| | - Stefan du Plessis
- Department of Psychiatry, Stellenbosch University, Stellenbosch, South Africa
| | - Gina L Forster
- Division of Basic Biomedical Sciences, Sanford School of Medicine, University of South Dakota, Vermillion, SD, USA
- Center for Brain and Behavior Research, University of South Dakota, Vermillion, SD, USA
- Brain Health Research Centre, Department of Anatomy, University of Otago, Dunedin, 9054, New Zealand
| | - Jessie L Frijling
- Department of Psychiatry, Amsterdam Neuroscience, Amsterdam University Medical Centers, Location Academic Medical Center, University of Amsterdam, Amsterdam, The Netherlands
| | - Atilla Gonenc
- Cognitive and Clinical Neuroimaging Core, McLean Hospital, Belmont, MA, USA
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA
| | - Staci Gruber
- Cognitive and Clinical Neuroimaging Core, McLean Hospital, Belmont, MA, USA
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA
| | - Daniel W Grupe
- Center for Healthy Minds, University of Wisconsin-Madison, Madison, WI, USA
| | - Jeffrey P Guenette
- Division of Neuroradiology, Brigham and Women's Hospital, Boston, MA, USA
| | - Jasmeet Hayes
- Department of Psychology, The Ohio State University, Columbus, OH, USA
| | - David Hofmann
- Institute of Medical Psychology and Systems Neuroscience, University of Münster, Münster, Germany
| | - Jonathan Ipser
- SA Medical Research Council Unit on Risk & Resilience in Mental Disorders, Dept of Psychiatry & Neuroscience Institute, University of Cape Town, Cape Town, South Africa
| | - Tanja Jovanovic
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, GA, USA
- Department of Psychiatry and Behavioral Neuroscience, Wayne State University School of Medicine, Detroit, MI, USA
| | - Sinead Kelly
- Psychiatry Neuroimaging Laboratory, Department of Psychiatry, Brigham and Women's Hospital, Boston, MA, USA
- Department of Psychiatry, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA
| | - Mitzy Kennis
- Brain Center Rudolf Magnus, Department of Psychiatry, UMCU, Utrecht, The Netherlands
- Brain Research and Innovation Centre, Ministry of Defence, Utrecht, The Netherlands
| | - Philipp Kinzel
- Psychiatry Neuroimaging Laboratory, Department of Psychiatry, Brigham and Women's Hospital, Boston, MA, USA
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, University Hospital, Ludwig-Maximilians-Universität, Munich, Germany
| | - Saskia B J Koch
- Department of Psychiatry, Amsterdam Neuroscience, Amsterdam University Medical Centers, Location Academic Medical Center, University of Amsterdam, Amsterdam, The Netherlands
- Donders Institute for Brain, Cognition and Behavior, Centre for Cognitive Neuroimaging, Radboud University Nijmegen, Nijmegen, The Netherlands
| | - Inga Koerte
- Psychiatry Neuroimaging Laboratory, Department of Psychiatry, Brigham and Women's Hospital, Boston, MA, USA
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, University Hospital, Ludwig-Maximilians-Universität, Munich, Germany
| | - Sheri Koopowitz
- SA Medical Research Council Unit on Risk & Resilience in Mental Disorders, Dept of Psychiatry & Neuroscience Institute, University of Cape Town, Cape Town, South Africa
| | - Mayuresh Korgaonkar
- Brain Dynamics Centre, Westmead Institute of Medical Research, University of Sydney, Westmead, NSW, Australia
| | - John Krystal
- Clinical Neuroscience Division, National Center for PTSD; Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA
| | - Lauren A M Lebois
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA
- Division of Depression and Anxiety Disorders, McLean Hospital, Belmont, MA, USA
| | - Gen Li
- Laboratory for Traumatic Stress Studies, CAS Key Laboratory of Mental Health, Institute of Psychology, Chinese Academy of Sciences, Beijing, China
- Department of Psychology, University of Chinese Academy of Sciences, Beijing, China
| | - Vincent A Magnotta
- Departments of Radiology, Psychiatry, and Biomedical Engineering, University of Iowa, Iowa City, IA, USA
| | | | - Geoff J May
- VISN 17 Center of Excellence for Research on Returning War Veterans, Waco, TX, USA
- Department of Psychology and Neuroscience, Baylor University, Waco, TX, USA
- Department of Psychiatry and Behavioral Science, Texas A&M Health Science Center, Bryan, TX, USA
- Center for Vital Longevity, School of Behavioral and Brain Sciences, University of Texas at Dallas, Dallas, TX, USA
| | - Deleene S Menefee
- Menninger Department of Psychiatry, Baylor College of Medicine, Houston, TX, USA
- South Central MIRECC, Houston, TX, USA
| | - Laura Nawijn
- Department of Psychiatry, Amsterdam Neuroscience, Amsterdam University Medical Centers, Location Academic Medical Center, University of Amsterdam, Amsterdam, The Netherlands
- Department of Psychiatry, Amsterdam University Medical Centers, Location VU University Medical Center, VU University, Amsterdam, The Netherlands
| | - Steven M Nelson
- VISN 17 Center of Excellence for Research on Returning War Veterans, Waco, TX, USA
- Department of Psychology and Neuroscience, Baylor University, Waco, TX, USA
- Center for Vital Longevity, School of Behavioral and Brain Sciences, University of Texas at Dallas, Dallas, TX, USA
| | - Richard W J Neufeld
- Department of Psychiatry, Western University, London, ON, Canada
- Department of Psychology, Western University, London, ON, Canada
- Department of Neuroscience, Western University, London, ON, Canada
- Department of Psychology, University of British Columbia, Okanagan, BC, Canada
| | - Jack B Nitschke
- Department of Psychiatry, University of Wisconsin-Madison, Madison, WI, USA
| | | | - Matthew Peverill
- Department of Psychology, University of Washington, Seattle, WA, USA
| | - Kerry J Ressler
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, GA, USA
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA
- Donders Institute for Brain, Cognition and Behavior, Centre for Cognitive Neuroimaging, Radboud University Nijmegen, Nijmegen, The Netherlands
| | - Annerine Roos
- South African Medical Research Council / Stellenbosch University Genomics of Brain Disorders Research Unit, Department of Psychiatry, Stellenbosch University, Cape Town, South Africa
| | - Margaret A Sheridan
- Department of Psychology and Brain Sciences, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Anika Sierk
- University Medical Centre Charite, Berlin, Germany
| | - Alan Simmons
- Center of Excellence for Stress and Mental Health, VA San Diego Healthcare System, La Jolla, CA, USA
- Department of Psychiatry, University of California, San Diego, La Jolla, CA, USA
| | - Raluca M Simons
- Center for Brain and Behavior Research, University of South Dakota, Vermillion, SD, USA
- Department of Psychology, University of South Dakota, Vermillion, SD, USA
| | - Jeffrey S Simons
- Sioux Falls VA Health Care System, Sioux Falls, SD, USA
- Department of Psychology, University of South Dakota, Vermillion, SD, USA
| | - Jennifer Stevens
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, GA, USA
| | - Benjamin Suarez-Jimenez
- Department of Psychiatry, Columbia University Medical Center, New York, NY, USA
- New York State Psychiatric Institute, New York, NY, USA
| | - Danielle R Sullivan
- National Center for PTSD, VA Boston Healthcare System, Boston, MA, USA
- Department of Psychiatry, Boston University School of Medicine, Boston, MA, USA
| | - Jean Théberge
- Department of Psychiatry, Western University, London, ON, Canada
- Imaging Division, Lawson Health Research Institute, London, ON, Canada
- Department of Medical Biophysics, Western University, London, ON, Canada
| | | | | | - Steven J A van der Werff
- Department of Psychiatry, LUMC, Leiden, The Netherlands
- Leiden Institute for Brain and Cognition, Leiden, The Netherlands
| | - Sanne J H van Rooij
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, GA, USA
| | - Mirjam van Zuiden
- Department of Psychiatry, Amsterdam Neuroscience, Amsterdam University Medical Centers, Location Academic Medical Center, University of Amsterdam, Amsterdam, The Netherlands
| | - Carmen Velez
- Department of Neurology, University of Utah, Salt Lake City, UT, USA
- Missouri Institute of Mental Health and University of Missouri, St Louis, MO, USA
| | - Mieke Verfaellie
- Department of Psychiatry, Boston University School of Medicine, Boston, MA, USA
- Memory Disorders Research Center, VA Boston Healthcare System, Boston, MA, USA
| | | | - Benjamin S C Wade
- Department of Neurology, University of Utah, Salt Lake City, UT, USA
- Missouri Institute of Mental Health and University of Missouri, St Louis, MO, USA
- Ahmanson-Lovelace Brain Mapping Center, Department of Neurology, University of California, Los Angeles, Los Angeles, CA, USA
| | | | | | - Sherry Winternitz
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA
- Division of Women's Mental Health, McLean Hospital, Belmont, MA, USA
| | - Jonathan Wolff
- Division of Depression and Anxiety Disorders, McLean Hospital, Belmont, MA, USA
| | - Gerald York
- Joint Trauma System, 3698 Chambers Pass, Joint Base San Antonio, Fort Sam Houston, TX, USA
- Alaska Radiology Associates, Anchorage, AK, USA
| | - Ye Zhu
- Laboratory for Traumatic Stress Studies, CAS Key Laboratory of Mental Health, Institute of Psychology, Chinese Academy of Sciences, Beijing, China
- Department of Psychology, University of Chinese Academy of Sciences, Beijing, China
| | - Xi Zhu
- Department of Psychiatry, Columbia University Medical Center, New York, NY, USA
- New York State Psychiatric Institute, New York, NY, USA
| | - Chadi G Abdallah
- Clinical Neuroscience Division, National Center for PTSD; Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA
| | - Richard Bryant
- School of Psychology, University of New South Wales, Sydney, NSW, Australia
| | - Judith K Daniels
- Department of Clinical Psychology, University of Groningen, Groningen, The Netherlands
| | - Richard J Davidson
- Center for Healthy Minds, University of Wisconsin-Madison, Madison, WI, USA
- Department of Psychiatry, University of Wisconsin-Madison, Madison, WI, USA
- Department of Psychology, University of Wisconsin-Madison, Madison, WI, USA
| | - Kelene A Fercho
- Division of Basic Biomedical Sciences, Sanford School of Medicine, University of South Dakota, Vermillion, SD, USA
- Center for Brain and Behavior Research, University of South Dakota, Vermillion, SD, USA
- Sioux Falls VA Health Care System, Sioux Falls, SD, USA
- Civil Aerospace Medical Institute, US Federal Aviation Administration, Oklahoma City, OK, USA
| | - Carol Franz
- Department of Psychiatry, University of California, San Diego, La Jolla, CA, USA
- Center for Behavior Genetics of Aging, University of California, San Diego, La Jolla, CA, USA
| | - Elbert Geuze
- Brain Center Rudolf Magnus, Department of Psychiatry, UMCU, Utrecht, The Netherlands
- Brain Research and Innovation Centre, Ministry of Defence, Utrecht, The Netherlands
| | - Evan M Gordon
- VISN 17 Center of Excellence for Research on Returning War Veterans, Waco, TX, USA
- Department of Psychology and Neuroscience, Baylor University, Waco, TX, USA
- Center for Vital Longevity, School of Behavioral and Brain Sciences, University of Texas at Dallas, Dallas, TX, USA
| | - Milissa L Kaufman
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA
- Division of Women's Mental Health, McLean Hospital, Belmont, MA, USA
| | - William S Kremen
- Center of Excellence for Stress and Mental Health, VA San Diego Healthcare System, La Jolla, CA, USA
- Department of Psychiatry, University of California, San Diego, La Jolla, CA, USA
- Center for Behavior Genetics of Aging, University of California, San Diego, La Jolla, CA, USA
| | - Jim Lagopoulos
- University of the Sunshine Coast, Birtinya, QLD, Australia
| | - Ruth A Lanius
- Department of Psychiatry, Western University, London, ON, Canada
- Imaging Division, Lawson Health Research Institute, London, ON, Canada
- Department of Neuroscience, Western University, London, ON, Canada
| | - Michael J Lyons
- Dept. of Psychological & Brain Sciences, Boston University, Boston, MA, USA
| | - Stephen R McCauley
- Departments of Neurology and Pediatrics, Baylor College of Medicine, Houston, TX, USA
- H. Ben Taub Department of Physical Medicine and Rehabilitation, Baylor College of Medicine, Houston, TX, USA
| | - Regina McGlinchey
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA
- Geriatric Research Educational and Clinical Center and Translational Research Center for TBI and Stress Disorders, VA Boston Healthcare System, Boston, MA, USA
| | | | - William Milberg
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA
- ARQ National Psychotrauma Centre, Diemen, The Netherlands
| | - Yuval Neria
- Department of Psychiatry, Columbia University Medical Center, New York, NY, USA
- New York State Psychiatric Institute, New York, NY, USA
| | - Miranda Olff
- Department of Psychiatry, Amsterdam Neuroscience, Amsterdam University Medical Centers, Location Academic Medical Center, University of Amsterdam, Amsterdam, The Netherlands
- ARQ National Psychotrauma Centre, Diemen, The Netherlands
| | - Soraya Seedat
- South African Medical Research Council / Stellenbosch University Genomics of Brain Disorders Research Unit, Department of Psychiatry, Stellenbosch University, Cape Town, South Africa
| | - Martha Shenton
- Psychiatry Neuroimaging Laboratory, Department of Psychiatry, Brigham and Women's Hospital, Boston, MA, USA
- VA Boston Healthcare System, Brockton Division, Brockton, MA, USA
| | - Scott R Sponheim
- Minneapolis VA Health Care System, Minneapolis, MN, USA
- Department of Psychiatry, University of Minnesota, Minneapolis, MN, USA
| | - Dan J Stein
- SA Medical Research Council Unit on Risk & Resilience in Mental Disorders, Dept of Psychiatry & Neuroscience Institute, University of Cape Town, Cape Town, South Africa
| | - Murray B Stein
- Department of Psychiatry, University of California, San Diego, La Jolla, CA, USA
- Department of Family Medicine and Public Health, University of California, San Diego, La Jolla, CA, USA
| | - Thomas Straube
- Institute of Medical Psychology and Systems Neuroscience, University of Münster, Münster, Germany
| | - David F Tate
- Department of Neurology, University of Utah, Salt Lake City, UT, USA
- Missouri Institute of Mental Health and University of Missouri, St Louis, MO, USA
| | - Nic J A van der Wee
- Department of Psychiatry, LUMC, Leiden, The Netherlands
- Leiden Institute for Brain and Cognition, Leiden, The Netherlands
| | - Dick J Veltman
- Department of Psychiatry, Amsterdam University Medical Centers, Location VU University Medical Center, VU University, Amsterdam, The Netherlands
| | - Li Wang
- Laboratory for Traumatic Stress Studies, CAS Key Laboratory of Mental Health, Institute of Psychology, Chinese Academy of Sciences, Beijing, China
- Department of Psychology, University of Chinese Academy of Sciences, Beijing, China
| | - Elisabeth A Wilde
- Department of Neurology, University of Utah, Salt Lake City, UT, USA
- H. Ben Taub Department of Physical Medicine and Rehabilitation, Baylor College of Medicine, Houston, TX, USA
- George E. Whalen Veterans Affairs Medical Center, Salt Lake City, UT, USA
| | - Paul M Thompson
- Imaging Genetics Center, Stevens Neuroimaging & Informatics Institute, Keck School of Medicine of USC, Marina del Rey, CA, USA
| | - Peter Kochunov
- Maryland Psychiatric Research Center, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Neda Jahanshad
- Imaging Genetics Center, Stevens Neuroimaging & Informatics Institute, Keck School of Medicine of USC, Marina del Rey, CA, USA
| | - Rajendra A Morey
- Brain Imaging and Analysis Center, Duke University, Durham, NC, USA
- VISN 6 MIRECC, Durham VA, Durham, NC, USA
| |
Collapse
|
94
|
Cakmak AS, Alday EAP, Da Poian G, Rad AB, Metzler TJ, Neylan TC, House SL, Beaudoin FL, An X, Stevens JS, Zeng D, Linnstaedt SD, Jovanovic T, Germine LT, Bollen KA, Rauch SL, Lewandowski CA, Hendry PL, Sheikh S, Storrow AB, Musey PI, Haran JP, Jones CW, Punches BE, Swor RA, Gentile NT, McGrath ME, Seamon MJ, Mohiuddin K, Chang AM, Pearson C, Domeier RM, Bruce SE, O'Neil BJ, Rathlev NK, Sanchez LD, Pietrzak RH, Joormann J, Barch DM, Pizzagalli DA, Harte SE, Elliott JM, Kessler RC, Koenen KC, Ressler KJ, Mclean SA, Li Q, Clifford GD. Classification and Prediction of Post-Trauma Outcomes Related to PTSD Using Circadian Rhythm Changes Measured via Wrist-Worn Research Watch in a Large Longitudinal Cohort. IEEE J Biomed Health Inform 2021; 25:2866-2876. [PMID: 33481725 PMCID: PMC8395207 DOI: 10.1109/jbhi.2021.3053909] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
Post-Traumatic Stress Disorder (PTSD) is a psychiatric condition resulting from threatening or horrifying events. We hypothesized that circadian rhythm changes, measured by a wrist-worn research watch are predictive of post-trauma outcomes. APPROACH 1618 post-trauma patients were enrolled after admission to emergency departments (ED). Three standardized questionnaires were administered at week eight to measure post-trauma outcomes related to PTSD, sleep disturbance, and pain interference with daily life. Pulse activity and movement data were captured from a research watch for eight weeks. Standard and novel movement and cardiovascular metrics that reflect circadian rhythms were derived using this data. These features were used to train different classifiers to predict the three outcomes derived from week-eight surveys. Clinical surveys administered at ED were also used as features in the baseline models. RESULTS The highest cross-validated performance of research watch-based features was achieved for classifying participants with pain interference by a logistic regression model, with an area under the receiver operating characteristic curve (AUC) of 0.70. The ED survey-based model achieved an AUC of 0.77, and the fusion of research watch and ED survey metrics improved the AUC to 0.79. SIGNIFICANCE This work represents the first attempt to predict and classify post-trauma symptoms from passive wearable data using machine learning approaches that leverage the circadian desynchrony in a potential PTSD population.
Collapse
|
95
|
Affiliation(s)
- Nathaniel G Harnett
- Division of Depression and Anxiety, McLean Hospital, Belmont, Mass.; Department of Psychiatry, Harvard Medical School, Boston
| | - Kerry J Ressler
- Division of Depression and Anxiety, McLean Hospital, Belmont, Mass.; Department of Psychiatry, Harvard Medical School, Boston
| |
Collapse
|
96
|
Häusl AS, Brix LM, Hartmann J, Pöhlmann ML, Lopez JP, Menegaz D, Brivio E, Engelhardt C, Roeh S, Bajaj T, Rudolph L, Stoffel R, Hafner K, Goss HM, Reul JMHM, Deussing JM, Eder M, Ressler KJ, Gassen NC, Chen A, Schmidt MV. The co-chaperone Fkbp5 shapes the acute stress response in the paraventricular nucleus of the hypothalamus of male mice. Mol Psychiatry 2021; 26:3060-3076. [PMID: 33649453 PMCID: PMC8505251 DOI: 10.1038/s41380-021-01044-x] [Citation(s) in RCA: 39] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/21/2019] [Revised: 01/19/2021] [Accepted: 02/02/2021] [Indexed: 01/31/2023]
Abstract
Disturbed activation or regulation of the stress response through the hypothalamic-pituitary-adrenal (HPA) axis is a fundamental component of multiple stress-related diseases, including psychiatric, metabolic, and immune disorders. The FK506 binding protein 51 (FKBP5) is a negative regulator of the glucocorticoid receptor (GR), the main driver of HPA axis regulation, and FKBP5 polymorphisms have been repeatedly linked to stress-related disorders in humans. However, the specific role of Fkbp5 in the paraventricular nucleus of the hypothalamus (PVN) in shaping HPA axis (re)activity remains to be elucidated. We here demonstrate that the deletion of Fkbp5 in Sim1+ neurons dampens the acute stress response and increases GR sensitivity. In contrast, Fkbp5 overexpression in the PVN results in a chronic HPA axis over-activation, and a PVN-specific rescue of Fkbp5 expression in full Fkbp5 KO mice normalizes the HPA axis phenotype. Single-cell RNA sequencing revealed the cell-type-specific expression pattern of Fkbp5 in the PVN and showed that Fkbp5 expression is specifically upregulated in Crh+ neurons after stress. Finally, Crh-specific Fkbp5 overexpression alters Crh neuron activity, but only partially recapitulates the PVN-specific Fkbp5 overexpression phenotype. Together, the data establish the central and cell-type-specific importance of Fkbp5 in the PVN in shaping HPA axis regulation and the acute stress response.
Collapse
Affiliation(s)
- Alexander S Häusl
- Research Group Neurobiology of Stress Resilience, Max Planck Institute of Psychiatry, Munich, Germany
| | - Lea M Brix
- Research Group Neurobiology of Stress Resilience, Max Planck Institute of Psychiatry, Munich, Germany
- International Max Planck Research School for Translational Psychiatry (IMPRS-TP), Munich, Germany
| | - Jakob Hartmann
- Department of Psychiatry, Harvard Medical School, McLean Hospital, Belmont, MA, USA
| | - Max L Pöhlmann
- Research Group Neurobiology of Stress Resilience, Max Planck Institute of Psychiatry, Munich, Germany
| | - Juan-Pablo Lopez
- Department of Stress Neurobiology and Neurogenetics, Max Planck Institute of Psychiatry, Munich, Germany
| | - Danusa Menegaz
- Electrophysiology Core Unit, Max Planck Institute of Psychiatry, Munich, Germany
| | - Elena Brivio
- International Max Planck Research School for Translational Psychiatry (IMPRS-TP), Munich, Germany
- Department of Stress Neurobiology and Neurogenetics, Max Planck Institute of Psychiatry, Munich, Germany
| | - Clara Engelhardt
- Research Group Neurobiology of Stress Resilience, Max Planck Institute of Psychiatry, Munich, Germany
| | - Simone Roeh
- Department of Translational Research in Psychiatry, Max Planck Institute of Psychiatry, Munich, Germany
| | - Thomas Bajaj
- Department of Psychiatry and Psychotherapy, Bonn Clinical Center, University of Bonn, Bonn, Germany
| | - Lisa Rudolph
- Department of Stress Neurobiology and Neurogenetics, Max Planck Institute of Psychiatry, Munich, Germany
| | - Rainer Stoffel
- Department of Stress Neurobiology and Neurogenetics, Max Planck Institute of Psychiatry, Munich, Germany
| | - Kathrin Hafner
- Department of Translational Research in Psychiatry, Max Planck Institute of Psychiatry, Munich, Germany
| | - Hannah M Goss
- Neuro-Epigenetics Research Group, Bristol Medical School, University of Bristol, Bristol, United Kingdom
| | - Johannes M H M Reul
- Neuro-Epigenetics Research Group, Bristol Medical School, University of Bristol, Bristol, United Kingdom
| | - Jan M Deussing
- Research Group Molecular Neurogenetics, Max Planck Institute of Psychiatry, Munich, Germany
| | - Matthias Eder
- Electrophysiology Core Unit, Max Planck Institute of Psychiatry, Munich, Germany
| | - Kerry J Ressler
- Department of Psychiatry, Harvard Medical School, McLean Hospital, Belmont, MA, USA
| | - Nils C Gassen
- Department of Translational Research in Psychiatry, Max Planck Institute of Psychiatry, Munich, Germany
- Department of Psychiatry and Psychotherapy, Bonn Clinical Center, University of Bonn, Bonn, Germany
| | - Alon Chen
- Department of Stress Neurobiology and Neurogenetics, Max Planck Institute of Psychiatry, Munich, Germany
- Department of Neurobiology, Weizmann Institute of Science, Rehovot, Israel
| | - Mathias V Schmidt
- Research Group Neurobiology of Stress Resilience, Max Planck Institute of Psychiatry, Munich, Germany.
| |
Collapse
|
97
|
Kessler RC, Ressler KJ, House SL, Beaudoin FL, An X, Stevens JS, Zeng D, Neylan TC, Linnstaedt SD, Germine LT, Musey PI, Hendry PL, Sheikh S, Storrow AB, Jones CW, Punches BE, Datner EM, Mohiuddin K, Gentile NT, McGrath ME, van Rooij SJ, Hudak LA, Haran JP, Peak DA, Domeier RM, Pearson C, Sanchez LD, Rathlev NK, Peacock WF, Bruce SE, Miller MW, Joormann J, Barch DM, Pizzagalli DA, Sheridan JF, Smoller JW, Pace TWW, Harte SE, Elliott JM, Harnett NG, Lebois LAM, Hwang I, Sampson NA, Koenen KC, McLean SA. Socio-demographic and trauma-related predictors of PTSD within 8 weeks of a motor vehicle collision in the AURORA study. Mol Psychiatry 2021; 26:3108-3121. [PMID: 33077855 PMCID: PMC8053721 DOI: 10.1038/s41380-020-00911-3] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/23/2019] [Revised: 09/18/2020] [Accepted: 10/02/2020] [Indexed: 02/07/2023]
Abstract
This is the initial report of results from the AURORA multisite longitudinal study of adverse post-traumatic neuropsychiatric sequelae (APNS) among participants seeking emergency department (ED) treatment in the aftermath of a traumatic life experience. We focus on n = 666 participants presenting to EDs following a motor vehicle collision (MVC) and examine associations of participant socio-demographic and participant-reported MVC characteristics with 8-week posttraumatic stress disorder (PTSD) adjusting for pre-MVC PTSD and mediated by peritraumatic symptoms and 2-week acute stress disorder (ASD). Peritraumatic Symptoms, ASD, and PTSD were assessed with self-report scales. Eight-week PTSD prevalence was relatively high (42.0%) and positively associated with participant sex (female), low socioeconomic status (education and income), and several self-report indicators of MVC severity. Most of these associations were entirely mediated by peritraumatic symptoms and, to a lesser degree, ASD, suggesting that the first 2 weeks after trauma may be a uniquely important time period for intervening to prevent and reduce risk of PTSD. This observation, coupled with substantial variation in the relative strength of mediating pathways across predictors, raises the possibility of diverse and potentially complex underlying biological and psychological processes that remain to be elucidated with more in-depth analyses of the rich and evolving AURORA data.
Collapse
Affiliation(s)
- Ronald C Kessler
- Department of Health Care Policy, Harvard Medical School, Boston, MA, USA.
| | - Kerry J Ressler
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA
- Division of Depression and Anxiety Disorders, McLean Hospital, Belmont, MA, USA
| | - Stacey L House
- Department of Emergency Medicine, Washington University School of Medicine, St. Louis, MO, USA
| | - Francesca L Beaudoin
- Department of Emergency Medicine, The Alpert Medical School of Brown University, Providence, RI, USA
- Department of Health Services, Policy and Practice, Brown University School of Public Health, Providence, RI, USA
- Rhode Island Hospital, Providence, RI, USA
- The Miriam Hospital, Providence, RI, USA
| | - Xinming An
- Institute for Trauma Recovery, Department of Anesthesiology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Jennifer S Stevens
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, GA, USA
| | - Donglin Zeng
- Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, NC, USA
| | - Thomas C Neylan
- San Francisco VA Healthcare System, San Francisco, CA, USA
- Departments of Psychiatry and Neurology, University of California, San Francisco, CA, USA
| | - Sarah D Linnstaedt
- Institute for Trauma Recovery, Department of Anesthesiology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Laura T Germine
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA
- Institute for Technology in Psychiatry, McLean Hospital, Belmont, MA, USA
- The Many Brains Project, Acton, MA, USA
| | - Paul I Musey
- Department of Emergency Medicine, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Phyllis L Hendry
- Department of Emergency Medicine, University of Florida College of Medicine -Jacksonville, Jacksonville, FL, USA
| | - Sophia Sheikh
- Department of Emergency Medicine, University of Florida College of Medicine -Jacksonville, Jacksonville, FL, USA
| | - Alan B Storrow
- Department of Emergency Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Christopher W Jones
- Department of Emergency Medicine, Cooper Medical School of Rowan University, Camden, NJ, USA
| | - Brittany E Punches
- Department of Emergency Medicine, University of Cincinnati College of Medicine, Cincinnati, OH, USA
- University of Cincinnati College of Nursing, Cincinnati, OH, USA
| | - Elizabeth M Datner
- Department of Emergency Medicine, Einstein Healthcare Network, Philadelphia, PA, USA
- Department of Emergency Medicine, Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, PA, USA
| | - Kamran Mohiuddin
- Department of Internal Medicine, Einstein Medical Center, Philadelphia, PA, USA
- Department of Emergency Medicine, Einstein Medical Center, Philadelphia, PA, USA
| | - Nina T Gentile
- Department of Emergency Medicine, Lewis Katz School of Medicine at Temple University, Philadelphia, PA, USA
| | - Meghan E McGrath
- Department of Emergency Medicine, Boston Medical Center, Boston, MA, USA
| | - Sanne J van Rooij
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, GA, USA
| | - Lauren A Hudak
- Department of Emergency Medicine, Emory University School of Medicine, Atlanta, GA, USA
- Emergency Medicine, Grady Memorial Hospital, Atlanta, GA, USA
| | - John P Haran
- Department of Emergency Medicine, University of Massachusetts Medical School, Worcester, MA, USA
| | - David A Peak
- Department of Emergency Medicine, Massachusetts General Hospital, Boston, MA, USA
| | - Robert M Domeier
- Department of Emergency Medicine, Saint Joseph Mercy Hospital, Ann Arbor, MI, USA
| | - Claire Pearson
- Wayne State University Department of Emergency Medicine, Ascension St. John Hospital, Detroit, MI, USA
| | - Leon D Sanchez
- Department of Emergency Medicine, Beth Israel Deaconess Medical Center, Boston, MA, USA
- Department of Emergency Medicine, Harvard Medical School, Boston, MA, USA
| | - Niels K Rathlev
- Department of Emergency Medicine, University of Massachusetts Medical School-Baystate, Springfield, MA, USA
| | - William F Peacock
- Henry JN Taub Department of Emergency Medicine, Baylor College of Medicine, Houston, TX, USA
| | - Steven E Bruce
- Department of Psychological Sciences, University of Missouri - St. Louis, St. Louis, MO, USA
| | - Mark W Miller
- National Center for PTSD at VA Boston Healthcare System, Boston, MA, USA
- Department of Psychiatry, Boston University School of Medicine, Boston, MA, USA
| | - Jutta Joormann
- Department of Psychology, Yale University, New Haven, CT, USA
| | - Deanna M Barch
- Departments of Psychological & Brain Sciences, Psychiatry, and Radiology, Washington University in St. Louis, St. Louis, MO, USA
| | | | - John F Sheridan
- Department of Neuroscience, Ohio State University Wexner Medical Center, Columbus, OH, USA
- College of Dentistry Division of Bioscience, Ohio State University, Columbus, OH, USA
- Institute for Behavioral Medicine Research, Ohio State University Wexner Medical Center, Columbus, OH, USA
| | - Jordan W Smoller
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA
- Stanley Center for Psychiatric Research, Broad Institute, Boston, MA, USA
| | - Thaddeus W W Pace
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, GA, USA
| | - Steven E Harte
- Chronic Pain and Fatigue Research Center, University of Michigan Medical School, Ann Arbor, MI, USA
- Department of Anesthesiology, University of Michigan Medical School, Ann Arbor, MI, USA
- Department of Internal Medicine-Rheumatology, University of Michigan Medical School, Ann Arbor, MI, USA
| | - James M Elliott
- The Kolling Institute of Medical Research, Northern Clinical School, University of Sydney, St Leonards, NSW, Australia
- Faculty of Health Sciences, University of Sydney, St Leonards, NSW, Australia
- Physical Therapy & Human Movement Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Nathaniel G Harnett
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA
- Division of Depression and Anxiety Disorders, McLean Hospital, Belmont, MA, USA
| | - Lauren A M Lebois
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA
- Division of Depression and Anxiety Disorders, McLean Hospital, Belmont, MA, USA
| | - Irving Hwang
- Department of Health Care Policy, Harvard Medical School, Boston, MA, USA
| | - Nancy A Sampson
- Department of Health Care Policy, Harvard Medical School, Boston, MA, USA
| | - Karestan C Koenen
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Samuel A McLean
- Institute for Trauma Recovery, Department of Anesthesiology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
- Department of Emergency Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| |
Collapse
|
98
|
van Rooij SJH, Ravi M, Ely TD, Michopoulos V, Winters SJ, Shin J, Marin MF, Milad MR, Rothbaum BO, Ressler KJ, Jovanovic T, Stevens JS. Hippocampal activation during contextual fear inhibition related to resilience in the early aftermath of trauma. Behav Brain Res 2021; 408:113282. [PMID: 33819532 PMCID: PMC8128041 DOI: 10.1016/j.bbr.2021.113282] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2020] [Revised: 03/30/2021] [Accepted: 03/30/2021] [Indexed: 10/21/2022]
Abstract
BACKGROUND Impaired contextual fear inhibition is often associated with posttraumatic stress disorder (PTSD). Our previous work has demonstrated that more hippocampal activation during a response inhibition task after trauma exposure was related to greater resilience and fewer future PTSD symptoms. In the current study, we sought to extend our previous findings by employing a contextual fear conditioning and extinction paradigm to further determine the role of the hippocampus in resilience and PTSD in the early aftermath of trauma. METHODS Participants (N = 28) were recruited in the Emergency Department shortly after experiencing a traumatic event. A contextual fear inhibition task was conducted in a 3 T MRI scanner approximately two months post-trauma. Measures of resilience (CD-RISC) at time of scan and PTSD symptoms three months post-trauma were collected. The associations between hippocampal activation during fear conditioning and during the effect of context during extinction, and post-trauma resilience and PTSD symptoms at three-months were assessed. RESULTS During fear conditioning, activation of the bilateral hippocampal region of interest (ROI) correlated positively with resilience (r = 0.48, p = 0.01). During the effect of context during extinction, greater bilateral hippocampal activation correlated with lower PTSD symptoms three months post-trauma after controlling for baseline PTSD symptoms, age and gender (r=-0.59, p=0.009). CONCLUSIONS Greater hippocampal activation was related to post-trauma resilience and lower PTSD symptoms three months post-trauma. The current study supports and strengthens prior findings suggesting the importance of hippocampus-dependent context processing as a mechanism for resilience versus PTSD risk, which could be a potential mechanistic target for novel early interventions.
Collapse
Affiliation(s)
- Sanne J H van Rooij
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, GA, USA.
| | - Meghna Ravi
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, GA, USA
| | - Timothy D Ely
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, GA, USA
| | - Vasiliki Michopoulos
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, GA, USA
| | - Sterling J Winters
- Department of Psychiatry and Behavioral Neurosciences, Wayne State University School of Medicine, Detroit, MI, USA
| | - Jaemin Shin
- MR Applied Science Lab, GE Healthcare, New York, NY, USA
| | - Marie-France Marin
- Department of Psychology, Université du Québec à Montréal, Quebec, Canada
| | - Mohammed R Milad
- Department of Psychiatry, New York University Grossman School of Medicine, New York, NY, USA
| | - Barbara O Rothbaum
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, GA, USA
| | - Kerry J Ressler
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, GA, USA; McLean Hospital, Department of Psychiatry, Harvard Medical School, Belmont, MA, USA
| | - Tanja Jovanovic
- Department of Psychiatry and Behavioral Neurosciences, Wayne State University School of Medicine, Detroit, MI, USA
| | - Jennifer S Stevens
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, GA, USA
| |
Collapse
|
99
|
Sumner JA, Maihofer AX, Michopoulos V, Rothbaum AO, Almli LM, Andreassen OA, Ashley-Koch AE, Baker DG, Beckham JC, Bradley B, Breen G, Coleman JRI, Dale AM, Dennis MF, Feeny NC, Franz CE, Garrett ME, Gillespie CF, Guffanti G, Hauser MA, Hemmings SMJ, Jovanovic T, Kimbrel NA, Kremen WS, Lawford BR, Logue MW, Lori A, Lyons MJ, Maples-Keller J, Mavissakalian MR, McGlinchey RE, Mehta D, Mellor R, Milberg W, Miller MW, Morris CP, Panizzon MS, Ressler KJ, Risbrough VB, Rothbaum BO, Roy-Byrne P, Seedat S, Smith AK, Stevens JS, van den Heuvel LL, Voisey J, Young RM, Zoellner LA, Nievergelt CM, Wolf EJ. Examining Individual and Synergistic Contributions of PTSD and Genetics to Blood Pressure: A Trans-Ethnic Meta-Analysis. Front Neurosci 2021; 15:678503. [PMID: 34248484 PMCID: PMC8262489 DOI: 10.3389/fnins.2021.678503] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2021] [Accepted: 05/10/2021] [Indexed: 11/13/2022] Open
Abstract
Growing research suggests that posttraumatic stress disorder (PTSD) may be a risk factor for poor cardiovascular health, and yet our understanding of who might be at greatest risk of adverse cardiovascular outcomes after trauma is limited. In this study, we conducted the first examination of the individual and synergistic contributions of PTSD symptoms and blood pressure genetics to continuous blood pressure levels. We harnessed the power of the Psychiatric Genomics Consortium-PTSD Physical Health Working Group and investigated these associations across 11 studies of 72,224 trauma-exposed individuals of European (n = 70,870) and African (n = 1,354) ancestry. Genetic contributions to blood pressure were modeled via polygenic scores (PGS) for systolic blood pressure (SBP) and diastolic blood pressure (DBP) that were derived from a prior trans-ethnic blood pressure genome-wide association study (GWAS). Results of trans-ethnic meta-analyses revealed significant main effects of the PGS on blood pressure levels [SBP: β = 2.83, standard error (SE) = 0.06, p < 1E-20; DBP: β = 1.32, SE = 0.04, p < 1E-20]. Significant main effects of PTSD symptoms were also detected for SBP and DBP in trans-ethnic meta-analyses, though there was significant heterogeneity in these results. When including data from the largest contributing study - United Kingdom Biobank - PTSD symptoms were negatively associated with SBP levels (β = -1.46, SE = 0.44, p = 9.8E-4) and positively associated with DBP levels (β = 0.70, SE = 0.26, p = 8.1E-3). However, when excluding the United Kingdom Biobank cohort in trans-ethnic meta-analyses, there was a nominally significant positive association between PTSD symptoms and SBP levels (β = 2.81, SE = 1.13, p = 0.01); no significant association was observed for DBP (β = 0.43, SE = 0.78, p = 0.58). Blood pressure PGS did not significantly moderate the associations between PTSD symptoms and blood pressure levels in meta-analyses. Additional research is needed to better understand the extent to which PTSD is associated with high blood pressure and how genetic as well as contextual factors may play a role in influencing cardiovascular risk.
Collapse
Affiliation(s)
- Jennifer A. Sumner
- Department of Psychology, University of California, Los Angeles, Los Angeles, CA, United States,*Correspondence: Jennifer A. Sumner,
| | - Adam X. Maihofer
- Department of Psychiatry, University of California, San Diego, San Diego, CA, United States,Veterans Affairs San Diego Healthcare System, VA Center of Excellence for Stress and Mental Health (CESAMH), San Diego, CA, United States
| | - Vasiliki Michopoulos
- Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta, GA, United States,Yerkes National Primate Research Center, Atlanta, GA, United States
| | - Alex O. Rothbaum
- Department of Psychological Sciences, Case Western Reserve University, Cleveland, OH, United States
| | - Lynn M. Almli
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, GA, United States
| | - Ole A. Andreassen
- NORMENT, Institute of Clinical Medicine, University of Oslo, Oslo, Norway,Division of Mental Health and Addiction, Oslo University Hospital, Oslo, Norway
| | | | - Dewleen G. Baker
- Department of Psychiatry, University of California, San Diego, San Diego, CA, United States,Veterans Affairs San Diego Healthcare System, VA Center of Excellence for Stress and Mental Health (CESAMH), San Diego, CA, United States
| | - Jean C. Beckham
- Durham VA Health Care System, Durham, NC, United States,Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC, United States,VA Mid-Atlantic Mental Illness Research, Education, and Clinical Center (MIRECC), Genetics Research Laboratory, Durham, NC, United States
| | - Bekh Bradley
- Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta, GA, United States,Atlanta VA Health Care System, Decatur, GA, United States
| | - Gerome Breen
- Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology, and Neuroscience, King’s College London, London, United Kingdom,NIHR BRC at the Maudsley, King’s College London, London, United Kingdom
| | - Jonathan R. I. Coleman
- Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology, and Neuroscience, King’s College London, London, United Kingdom,NIHR BRC at the Maudsley, King’s College London, London, United Kingdom
| | - Anders M. Dale
- Department of Radiology, University of California, San Diego, San Diego, CA, United States,Department of Neurosciences, University of California, San Diego, San Diego, CA, United States
| | - Michelle F. Dennis
- Durham VA Health Care System, Durham, NC, United States,Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC, United States,VA Mid-Atlantic Mental Illness Research, Education, and Clinical Center (MIRECC), Genetics Research Laboratory, Durham, NC, United States
| | - Norah C. Feeny
- Department of Psychological Sciences, Case Western Reserve University, Cleveland, OH, United States
| | - Carol E. Franz
- Department of Psychiatry, University of California, San Diego, San Diego, CA, United States
| | - Melanie E. Garrett
- Duke Molecular Physiology Institute, Duke University, Durham, NC, United States
| | - Charles F. Gillespie
- Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta, GA, United States
| | - Guia Guffanti
- Department of Psychiatry, Harvard Medical School, Boston, MA, United States,McLean Hospital, Belmont, MA, United States
| | - Michael A. Hauser
- Duke Molecular Physiology Institute, Duke University, Durham, NC, United States
| | - Sian M. J. Hemmings
- Department of Psychiatry, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town, South Africa,South African Medical Research Council/Stellenbosch University Genomics of Brain Disorders Research Unit, Faculty of Medicine & Health Sciences, Stellenbosch University, Cape Town, South Africa
| | - Tanja Jovanovic
- Department of Psychiatry and Behavioral Neurosciences, School of Medicine, Wayne State University, Detroit, MI, United States
| | - Nathan A. Kimbrel
- Durham VA Health Care System, Durham, NC, United States,Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC, United States,VA Mid-Atlantic Mental Illness Research, Education, and Clinical Center (MIRECC), Genetics Research Laboratory, Durham, NC, United States
| | - William S. Kremen
- Department of Psychiatry, University of California, San Diego, San Diego, CA, United States,Veterans Affairs San Diego Healthcare System, VA Center of Excellence for Stress and Mental Health (CESAMH), San Diego, CA, United States
| | - Bruce R. Lawford
- School of Biomedical Sciences, Queensland University of Technology, Kelvin Grove, QLD, Australia
| | - Mark W. Logue
- National Center for PTSD, Behavioral Science Division, VA Boston Healthcare System, Boston, MA, United States,Department of Psychiatry, Boston University School of Medicine, Boston, MA, United States,Department of Biostatistics, Boston University School of Public Health, Boston, MA, United States,Biomedical Genetics, Boston University School of Medicine, Boston, MA, United States
| | - Adriana Lori
- Department of Gynecology and Obstetrics, Emory University, Atlanta, GA, United States
| | - Michael J. Lyons
- Department of Psychological & Brain Sciences, Boston University, Boston, MA, United States
| | - Jessica Maples-Keller
- Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta, GA, United States
| | | | | | - Divya Mehta
- Center for Genomics and Personalised Health, Queensland University of Technology, Kelvin Grove, QLD, Australia
| | - Rebecca Mellor
- Gallipoli Medical Research Foundation, Greenslopes Private Hospital, Brisbane, QLD, Australia
| | - William Milberg
- GRECC/TRACTS, VA Boston Healthcare System, Boston, MA, United States
| | - Mark W. Miller
- National Center for PTSD, Behavioral Science Division, VA Boston Healthcare System, Boston, MA, United States,Department of Psychiatry, Boston University School of Medicine, Boston, MA, United States
| | - Charles Phillip Morris
- School of Biomedical Sciences, Queensland University of Technology, Kelvin Grove, QLD, Australia
| | - Matthew S. Panizzon
- Department of Psychiatry, University of California, San Diego, San Diego, CA, United States
| | - Kerry J. Ressler
- Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta, GA, United States,Department of Psychiatry, Harvard Medical School, Boston, MA, United States,McLean Hospital, Belmont, MA, United States
| | - Victoria B. Risbrough
- Department of Psychiatry, University of California, San Diego, San Diego, CA, United States,Veterans Affairs San Diego Healthcare System, VA Center of Excellence for Stress and Mental Health (CESAMH), San Diego, CA, United States
| | - Barbara O. Rothbaum
- Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta, GA, United States
| | - Peter Roy-Byrne
- Department of Psychology, University of Washington, Seattle, WA, United States
| | - Soraya Seedat
- Department of Psychiatry, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town, South Africa,South African Medical Research Council/Stellenbosch University Genomics of Brain Disorders Research Unit, Faculty of Medicine & Health Sciences, Stellenbosch University, Cape Town, South Africa
| | - Alicia K. Smith
- Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta, GA, United States,Department of Gynecology and Obstetrics, Emory University, Atlanta, GA, United States
| | - Jennifer S. Stevens
- Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta, GA, United States
| | - Leigh Luella van den Heuvel
- Department of Psychiatry, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town, South Africa,South African Medical Research Council/Stellenbosch University Genomics of Brain Disorders Research Unit, Faculty of Medicine & Health Sciences, Stellenbosch University, Cape Town, South Africa
| | - Joanne Voisey
- School of Biomedical Sciences, Queensland University of Technology, Kelvin Grove, QLD, Australia,Center for Genomics and Personalised Health, Queensland University of Technology, Kelvin Grove, QLD, Australia
| | - Ross McD Young
- School of Psychology and Counseling, Queensland University of Technology, Kelvin Grove, QLD, Australia
| | - Lori A. Zoellner
- Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA, United States
| | - Caroline M. Nievergelt
- Department of Psychiatry, University of California, San Diego, San Diego, CA, United States,Veterans Affairs San Diego Healthcare System, VA Center of Excellence for Stress and Mental Health (CESAMH), San Diego, CA, United States
| | - Erika J. Wolf
- National Center for PTSD, Behavioral Science Division, VA Boston Healthcare System, Boston, MA, United States,Department of Psychiatry, Boston University School of Medicine, Boston, MA, United States
| |
Collapse
|
100
|
McCullough KM, Missig G, Robbie MA, Foilb AR, Wells AM, Hartmann J, Anderson KJ, Neve RL, Nestler EJ, Ressler KJ, Carlezon WA. Nucleus Accumbens Medium Spiny Neuron Subtypes Differentially Regulate Stress-Associated Alterations in Sleep Architecture. Biol Psychiatry 2021; 89:1138-1149. [PMID: 33715826 PMCID: PMC8178228 DOI: 10.1016/j.biopsych.2020.12.030] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/14/2020] [Revised: 12/17/2020] [Accepted: 12/20/2020] [Indexed: 01/04/2023]
Abstract
BACKGROUND Stress is implicated in the pathophysiology of major depression and posttraumatic stress disorder. These conditions share core features, including motivational deficits, heighted anxiety, and sleep dysregulation. Chronic stress produces these same features in rodents, with some individuals being susceptible or resilient, as seen in humans. While stress-induced neuroadaptations within the nucleus accumbens are implicated in susceptibility-related dysregulation of motivational and emotional behaviors, their effects on sleep are unclear. METHODS We used chemogenetics (DREADDs [designer receptors exclusively activated by designer drugs]) to examine the effects of selective alterations in activity of nucleus accumbens medium spiny neurons expressing dopamine D1 receptors (D1-MSNs) or dopamine D2 receptors (D2-MSNs) on sleep-related end points. Mice were implanted with wireless transmitters enabling continuous collection of data to quantify vigilance states over a 20-day test period. Parallel cohorts were examined in behavioral tests assessing stress susceptibility. RESULTS D1- and D2-MSNs play dissociable roles in sleep regulation. Stimulation of inhibitory or excitatory DREADDs expressed in D1-MSNs exclusively affects rapid eye movement sleep, whereas targeting D2-MSNs affects slow wave sleep. The combined effects of D1-MSN inhibition and D2-MSN activation on sleep resemble those of chronic social defeat stress. Alterations in D1-MSN function also affect stress susceptibility in social behavior tests. Elevation of CREB (cAMP response element-binding protein) within D1-MSNs is sufficient to produce stress-like effects on rapid eye movement sleep. CONCLUSIONS In addition to regulation of motivational and emotional behaviors, the nucleus accumbens also influences sleep, an end point with high translational relevance. These findings provide a neural basis for comorbidity in key features of stress-related illness.
Collapse
Affiliation(s)
- Kenneth M. McCullough
- Basic Neuroscience Division, Department of Psychiatry, Harvard Medical School, McLean Hospital, Belmont, MA, USA
| | - Galen Missig
- Basic Neuroscience Division, Department of Psychiatry, Harvard Medical School, McLean Hospital, Belmont, MA, USA
| | - Mykel A. Robbie
- Basic Neuroscience Division, Department of Psychiatry, Harvard Medical School, McLean Hospital, Belmont, MA, USA
| | - Allison R. Foilb
- Basic Neuroscience Division, Department of Psychiatry, Harvard Medical School, McLean Hospital, Belmont, MA, USA
| | - Audrey M. Wells
- Basic Neuroscience Division, Department of Psychiatry, Harvard Medical School, McLean Hospital, Belmont, MA, USA
| | - Jakob Hartmann
- Basic Neuroscience Division, Department of Psychiatry, Harvard Medical School, McLean Hospital, Belmont, MA, USA
| | - Kasey J. Anderson
- Basic Neuroscience Division, Department of Psychiatry, Harvard Medical School, McLean Hospital, Belmont, MA, USA
| | - Rachael L. Neve
- Department of Neurology, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Eric J. Nestler
- Nash Family Department of Neuroscience, Friedman Brain Institute, Icahn School of Medicine at Mount Sinai. New York, NY 10029, USA
| | - Kerry J. Ressler
- Basic Neuroscience Division, Department of Psychiatry, Harvard Medical School, McLean Hospital, Belmont, MA, USA
| | - William A. Carlezon
- Basic Neuroscience Division, Department of Psychiatry, Harvard Medical School, McLean Hospital, Belmont, MA, USA,Corresponding Author: William A. Carlezon, Jr., Ph.D., Department of Psychiatry, McLean Hospital, 115 Mill Street, Belmont, MA 02478, USA,
| |
Collapse
|