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Identifying posttraumatic stress disorder staging from clinical and sociodemographic features: a proof-of-concept study using a machine learning approach. Psychiatry Res 2022; 311:114489. [PMID: 35276574 DOI: 10.1016/j.psychres.2022.114489] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/12/2022] [Revised: 02/16/2022] [Accepted: 02/26/2022] [Indexed: 11/23/2022]
Abstract
This proof-of-concept study aimed to investigate the viability of a predictive model to support posttraumatic stress disorder (PTSD) staging. We performed a naturalistic, cross-sectional study at two Brazilian centers: the Psychological Trauma Research and Treatment (NET-Trauma) Program at Universidade Federal of Rio Grande do Sul, and the Program for Research and Care on Violence and PTSD (PROVE), at Universidade Federal of São Paulo. Five supervised machine-learning algorithms were tested: Elastic Net, Gradient Boosting Machine, Random Forest, Support Vector Machine, and C5.0, using clinical (Clinician-Administered PTSD Scale version 5) and sociodemographic features. A hundred and twelve patients were enrolled (61 from NET-Trauma and 51 from PROVE). We found a model with four classes suitable for the PTSD staging, with best performance metrics using the C5.0 algorithm to CAPS-5 15-items plus sociodemographic features, with an accuracy of 65.6% for the train dataset and 52.9% for the test dataset (both significant). The number of symptoms, CAPS-5 total score, global severity score, and presence of current/previous trauma events appear as main features to predict PTSD staging. This is the first study to evaluate staging in PTSD with machine learning algorithms using accessible clinical and sociodemographic features, which may be used in future research.
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Heir T, Hussain A, Kristensen P, Weisæth L. Delayed post-traumatic stress and memory inflation of life-threatening events following a natural disaster: prospective study. BJPsych Open 2021; 7:e132. [PMID: 34253278 PMCID: PMC8281038 DOI: 10.1192/bjo.2021.955] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/04/2022] Open
Abstract
BACKGROUND The causes of delayed post-traumatic stress disorder (PTSD) are debated, and the validity of late-onset PTSD has been questioned. AIMS We aimed to examine predictors of delayed PTSD in a community sample of survivors of a natural disaster. METHOD Norwegian survivors of the 2004 Indian Ocean tsunami (n = 532) responded to a questionnaire at 6 and 24 months post-disaster. The questionnaire measured PTSD symptoms, recalled exposure and immediate stress responses to the disaster, recalled perceived life threat, personality dimensions, social support and other subsequent adverse life events. RESULTS When dichotomising PTSD symptom scores, 331 participants had low and 194 had high PTSD scores (early-onset PTSD) at 6 months. Of those with initially low scores, 43 (13.0%) had high symptom scores (delayed PTSD) at 24 months. The delayed PTSD group had a lower degree of initially assessed threat and witness experiences of death or suffering, lower immediate stress response and higher degree of memory inflation of perceived threat than the early-onset PTSD group. Among those with low PTSD scores at 6 months, onset of delayed PTSD was associated with neuroticism and memory inflation of life threat, but not with the degree of initially assessed disaster exposure or reports of subsequent adverse life events. CONCLUSIONS Lack of association between trauma exposure and delayed onset of PTSD symptoms casts doubt on whether the traumatic event is actually the primary causative factor for delayed PTSD. Our findings suggest that delayed PTSD may be a manifestation of personality factors and memory inflation of the severity of an event.
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Affiliation(s)
- Trond Heir
- Section for Trauma, Catastrophes and Forced Migration, Norwegian Center for Violence and Traumatic Stress Studies, Norway; and Institute of Clinical Medicine, University of Oslo, Norway
| | - Ajmal Hussain
- Division of Mental Health Services, Akershus University Hospital, Norway
| | - Pål Kristensen
- Center for Crisis Psychology, University of Bergen, Norway
| | - Lars Weisæth
- Institute of Clinical Medicine, University of Oslo, Norway
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McNeish D, Harring JR. Improving convergence in growth mixture models without covariance structure constraints. Stat Methods Med Res 2021; 30:994-1012. [PMID: 33435832 DOI: 10.1177/0962280220981747] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/24/2023]
Abstract
Growth mixture models are a popular method to uncover heterogeneity in growth trajectories. Harnessing the power of growth mixture models in applications is difficult given the prevalence of nonconvergence when fitting growth mixture models to empirical data. Growth mixture models are rooted in the random effect tradition, and nonconvergence often leads researchers to modify their intended model with constraints in the random effect covariance structure to facilitate estimation. While practical, doing so has been shown to adversely affect parameter estimates, class assignment, and class enumeration. Instead, we advocate specifying the models with a marginal approach to prevent the widespread practice of sacrificing class-specific covariance structures to appease nonconvergence. A simulation is provided to show the importance of modeling class-specific covariance structures and builds off existing literature showing that applying constraints to the covariance leads to poor performance. These results suggest that retaining class-specific covariance structures should be a top priority and that marginal models like covariance pattern growth mixture models that model the covariance structure without random effects are well-suited for such a purpose, particularly with modest sample sizes and attrition commonly found in applications. An application to PTSD data with such characteristics is provided to demonstrate (a) convergence difficulties with random effect models, (b) how covariance structure constraints improve convergence but to the detriment of performance, and (c) how covariance pattern growth mixture models may provide a path forward that improves convergence without forfeiting class-specific covariance structures.
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Maffly-Kipp J, Flanagan P, Kim J, Schlegel RJ, Vess M, Hicks JA. The Role of Perceived Authenticity in Psychological Recovery from Collective Trauma. JOURNAL OF SOCIAL AND CLINICAL PSYCHOLOGY 2020. [DOI: 10.1521/jscp.2020.39.5.419] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
Introduction: Previous research demonstrates that perceived authenticity is positively associated with psychological health and security in the face of threats. The current research extends this work by testing whether perceived authenticity promotes recovery from the negative mental health consequences of collective trauma (e.g., a natural disaster). Methods: We recruited a sample of undergraduates (N = 570), many of whom reported direct or indirect exposure to Hurricane Harvey, to complete surveys at two time points. We assessed exposure to the disaster, acute stress, post-traumatic stress, coping, and authenticity twice, once approximately 1 month after Hurricane Harvey (Time 1) and again approximately 9 weeks after Hurricane Harvey (Time 2). Results: We employed multilevel modelling to explore whether authenticity would aid in recovery from collective trauma. Results showed that perceived authentic living at Time 1 predicted a variety of indicators of stress related to the hurricane at Time 2. Specifically, those participants who reported low authentic living at Time 1 reported greater levels of stress at Time 2, compared to individuals who reported higher levels of authentic living. Importantly, these effects remained even when controlling for known predictors of stress (e.g., levels of stress at Time 1 and coping strategies). Discussion: Findings provide preliminary insight into authenticity as a part of a likely larger network of interrelated psychosocial qualities that have the potential to help one navigate recovery from trauma.
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Thakur H, Oni O, Singh V, Sharma R, Sharma M, Burns DM, Sharma R, Oehlert ME. Demographic Profile and Service-Connection Trends of Posttraumatic Stress Disorder and Traumatic Brain Injury in US Veterans Pre- and Post-9/11. Fed Pract 2020; 37:128-137. [PMID: 32317849 PMCID: PMC7170166] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Abstract
INTRODUCTION This study seeks to understand the demographic changes in the active-duty service member profile, both prior to and following September 11, 2001 (9/11). The study analyzed diagnosis of posttraumatic stress disorder (PTSD) and traumatic brain injury (TBI) and measures of severity of those diagnoses as recorded in service-connection ratings (percent disability). METHODS A retrospective cohort-study of military veterans who received care at Veterans Health Administration medical centers between December 1998 and May 2014 was conducted based on clinical data recorded and stored within the Corporate Data Warehouse. RESULTS A cohort of 1,339,937 veterans received an inpatient or outpatient diagnosis of PTSD and/or TBI. The cohort was divided into 4 service period groups and 3 diagnosis categories. The service periods included pre-9/11 (n = 1,030,806; 77%), post-9/11 (n = 204,083; 15%), overlap-9/11 (n = 89,953; 7%), and reentered post-9/11 (n = 15,095; 1%). The diagnosis categories included PTSD alone (n = 1,132,356; 85%), TBI alone (n = 100,789; 7%) and PTSD+TBI (n = 106,792; 8%). Results of the post-9/11 group revealed significant changes, including (1) increase of veterans with PTSD+TBI; (2) increase of female veterans with PTSD+TBI; and (3) increase of severity level of diagnosed PTSD/TBI as evidenced by higher service-connected disability pensions at younger age in the post-9/11 group. Additionally, data revealed unequal distribution of veterans with PTSD+TBI across geographic areas. CONCLUSIONS The veteran of the post-9/11 service period does not mirror the veteran of the pre-9/11 service period. Findings are valuable for policy making, allocation of resources, and for reconsidering the prevailing paradigm for treating veterans with PTSD and/or TBI.
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Affiliation(s)
- Hemant Thakur
- is a Psychiatrist, is a Research Associate, is a staff Neurologist, worked as a Research Fellow, is a Senior Research Scientist, is a Research Biologist, and is Chief of Research; all at the Kansas City VA Medical Center in Missouri. is a Psychologist at the Eastern Kansas Healthcare System VA Medical Center in Leavenworth
| | - Olurinde Oni
- is a Psychiatrist, is a Research Associate, is a staff Neurologist, worked as a Research Fellow, is a Senior Research Scientist, is a Research Biologist, and is Chief of Research; all at the Kansas City VA Medical Center in Missouri. is a Psychologist at the Eastern Kansas Healthcare System VA Medical Center in Leavenworth
| | - Vikas Singh
- is a Psychiatrist, is a Research Associate, is a staff Neurologist, worked as a Research Fellow, is a Senior Research Scientist, is a Research Biologist, and is Chief of Research; all at the Kansas City VA Medical Center in Missouri. is a Psychologist at the Eastern Kansas Healthcare System VA Medical Center in Leavenworth
| | - Rishi Sharma
- is a Psychiatrist, is a Research Associate, is a staff Neurologist, worked as a Research Fellow, is a Senior Research Scientist, is a Research Biologist, and is Chief of Research; all at the Kansas City VA Medical Center in Missouri. is a Psychologist at the Eastern Kansas Healthcare System VA Medical Center in Leavenworth
| | - Mukut Sharma
- is a Psychiatrist, is a Research Associate, is a staff Neurologist, worked as a Research Fellow, is a Senior Research Scientist, is a Research Biologist, and is Chief of Research; all at the Kansas City VA Medical Center in Missouri. is a Psychologist at the Eastern Kansas Healthcare System VA Medical Center in Leavenworth
| | - Douglas M Burns
- is a Psychiatrist, is a Research Associate, is a staff Neurologist, worked as a Research Fellow, is a Senior Research Scientist, is a Research Biologist, and is Chief of Research; all at the Kansas City VA Medical Center in Missouri. is a Psychologist at the Eastern Kansas Healthcare System VA Medical Center in Leavenworth
| | - Ram Sharma
- is a Psychiatrist, is a Research Associate, is a staff Neurologist, worked as a Research Fellow, is a Senior Research Scientist, is a Research Biologist, and is Chief of Research; all at the Kansas City VA Medical Center in Missouri. is a Psychologist at the Eastern Kansas Healthcare System VA Medical Center in Leavenworth
| | - Mary E Oehlert
- is a Psychiatrist, is a Research Associate, is a staff Neurologist, worked as a Research Fellow, is a Senior Research Scientist, is a Research Biologist, and is Chief of Research; all at the Kansas City VA Medical Center in Missouri. is a Psychologist at the Eastern Kansas Healthcare System VA Medical Center in Leavenworth
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Solomon Z. From the Frontline to the Homefront: The Experience of Israeli Veterans. Front Psychiatry 2020; 11:589391. [PMID: 33192737 PMCID: PMC7655530 DOI: 10.3389/fpsyt.2020.589391] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/30/2020] [Accepted: 09/16/2020] [Indexed: 11/13/2022] Open
Abstract
In 1948, the state of Israel was created as a homeland for the Jewish people after 2,000 years of persecution and deportations in the diaspora. During the past 72 years, its inhabitants have experienced several wars and numerous terrorist attacks. Therefore, the issue of trauma goes beyond academic study, it is part of daily life. These circumstances have, unfortunately, turned Israel into a natural stress laboratory, which has enabled the systematic research of the biopsychosocial effects of traumatic stress on soldiers and civilians. This article reviews the findings of a series of studies that examine (a) the short- and long-term mental health effects of war on combat veterans; (b) the effects of repeated exposure to war on veterans; (c) trajectories of PTSD; and, specifically, (d) reactivation and (e) delayed-onset PTSD. We present the findings of two decades of systematic trauma research, which have followed the ongoing psychopathological effect of war on veterans. In understanding the ripple effects of trauma, it can be seen that veterans do not leave the events of the war behind once they are home; rather, it is with them wherever they go. Consequently, the trauma has a ripple effect that may carry over to veterans' spouses and offspring. The multiple manifestations and trajectories of both acute and chronic trauma will be presented. Clinical ramifications and implications will also be discussed.
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Affiliation(s)
- Zahava Solomon
- Bob Shapell School of Social Work, Tel-Aviv University, Tel-Aviv, Israel.,I-Core Research Center for Mass Trauma, Tel-Aviv University, Tel-Aviv, Israel
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Underner M, Goutaudier N, Peiffer G, Perriot J, Harika-Germaneau G, Jaafari N. [Influence of post-traumatic stress disorder on asthma]. Presse Med 2019; 48:488-502. [PMID: 31005500 DOI: 10.1016/j.lpm.2019.03.002] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/21/2018] [Revised: 02/04/2019] [Accepted: 03/05/2019] [Indexed: 02/05/2023] Open
Abstract
INTRODUCTION Exposure to a traumatic event may not only lead to a large variety of mental disorders, such as post-traumatic stress disorder (PTSD) but also respiratory symptoms and/or respiratory diseases, as asthma. OBJECTIVES Systematic literature review of data on the impact of post-traumatic stress disorder on asthma. DOCUMENTARY SOURCES Medline, on the period 1980-2018 with the following keywords: "PTSD" or "post-traumatic stress disorder" or "post-traumatic stress disorder" and "asthma", limits "title/abstract"; the selected languages were English or French. Among 141 articles, 23 abstracts have given use to a dual reading to select 14 studies. RESULTS While PTSD may develop 4 weeks after being exposed to a traumatic event during which the physical integrity of the person has been threatened, it might also develop several months or years later. PTSD has been reported to be a risk factor for asthma and also a factor that might enhance a preexisting asthma. It is also important to note that this relation has been highlighted among several populations, traumatic events and regardless the gender and/or cultural factors. Despite its impact on the development of asthma, in asthmatic patients, PTSD may be responsible for poor asthma control, increased rates of healthcare use (visit in the emergency department and/or hospitalization for asthma) and poor asthma-related quality of life. The study of the association between PTSD and asthma have to take into account some potentially confounding factors, such as smoking status and dust exposure (e.g.: asthma following the terrorist attacks of the World Trade Center). Less is known regarding the potential mechanisms involved in the association between PTSD and asthma. Several factors including the nervous system, the hypothalamo-pituitary-adrenal axis, the inflammatory response and the immune system may explain the association. CONCLUSION PTSD is a risk factor for the development of asthma and for the worsening of preexisting asthma. In asthmatic patients, it is of primary importance to systematically screen potential PTSD that might be developed after a traumatic event or a preexisting traumatic condition. Moreover, after exposure to a traumatic event, a special attention needs to be paid to somatic reactions such as asthma. The majority of studies having been conducted on American samples, replicating studies among European samples appears of prime importance in order to add a body of knowledge on the association between somatic and psychiatric conditions.
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Affiliation(s)
- Michel Underner
- Université de Poitiers, centre hospitalier Henri-Laborit, unité de recherche clinique, 86021 Poitiers, France.
| | - Nelly Goutaudier
- Université de Poitiers, centre de recherches sur la cognition et l'apprentissage, UMR CNRS 7295 MSHS, 86073 Poitiers cedex 9, France
| | - Gérard Peiffer
- CHR Metz-Thionville, service de pneumologie, 57038 Metz, France
| | - Jean Perriot
- Centre de tabacologie, dispensaire Émile-Roux, 63100 Clermont-Ferrand, France
| | - Ghina Harika-Germaneau
- Université de Poitiers, centre hospitalier Henri-Laborit, unité de recherche clinique, 86021 Poitiers, France
| | - Nematollah Jaafari
- Université de Poitiers, centre hospitalier Henri-Laborit, unité de recherche clinique, 86021 Poitiers, France
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Shoval-Zuckerman Y, Dekel R, Cohen G, Levi O. Adjustment profiles of Yom Kippur war veterans seeking delayed help from the IDF. Int Rev Psychiatry 2019; 31:3-13. [PMID: 31074663 DOI: 10.1080/09540261.2019.1601072] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Abstract
The most common stress reactions following combat are post-traumatic stress reactions. These responses have a great impact on quality-of-life and can damage victims' personal, familial, and social functioning. However, of the people who develop PTSD, only a few request psychological help. The first aim of the research was, therefore, to examine the long-term adjustment patterns of Yom Kippur War veterans who sought help only after a period of more than 30 years. The second aim was to classify the participants according to a common symptom profile. The participant sample consisted of 195 Yom Kippur War veterans who went through a process of assessment and evaluation via intake interviews conducted between 2006 and 2012, when they came to the Combat Stress Reaction (CSR) unit. Data were collected from the participants' files. The findings indicated that, by the time they arrived at the CSR Unit, 90.8% of the participants were experiencing PTSD. The findings support the argument that delayed onset of PTSD without a background history of symptoms is rare, and indicate that most people who seek help report that their low-level symptoms intensified over the years until these symptoms developed into clinically meaningful PTSD.
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Affiliation(s)
| | - Rachel Dekel
- a School of Social Work , Bar Ilan University , Ramat Gan , Israel
| | - Gad Cohen
- b Mental Health Division, Medical Corps , IDF , Tel Aviv , Israel
| | - Ofir Levi
- c Bob Shapell School of Social Work , Tel-Aviv University , Tel-Aviv , Israel
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Oster C, Morello A, Venning A, Redpath P, Lawn S. The health and wellbeing needs of veterans: a rapid review. BMC Psychiatry 2017; 17:414. [PMID: 29284431 PMCID: PMC5747125 DOI: 10.1186/s12888-017-1547-0] [Citation(s) in RCA: 40] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/31/2017] [Accepted: 11/20/2017] [Indexed: 01/08/2023] Open
Abstract
BACKGROUND For the majority of serving members, life in the military has a positive effect on wellbeing. However, the type, intensity and duration of service, along with the transition from fulltime military to civilian life, may have a negative effect on veterans' wellbeing. Such negative consequences, alongside the growing veteran population, indicate the need for greater exploration of veterans' physical, mental and social wellbeing. METHODS The current paper reports on the findings of a rapid review of the literature on the health and wellbeing needs of veterans, commissioned by the Australian Department of Veterans' Affairs to inform future programs and services. The databases Embase, Medline, Cinahl, PubMed, Web of Science and Cochrane Database were searched for systematic reviews reporting on veterans' physical, mental and social wellbeing published in English in peer-reviewed journals. RESULTS A total of 21 systematic reviews were included. The reviews reported on a range of mental, physical and social health problems affecting veterans. While there was limited information on prevalence rates of physical, mental and social health problems in veterans compared to civilian populations, the reviews demonstrated the interconnection between these domains and the effect of demographic and military service factors. CONCLUSIONS A key finding of the review is the interconnection of the mental, physical, and social health of veterans, highlighting the importance that an integrated approach to veterans' wellbeing is adopted. It is suggested that understanding key factors, such as demographic factors and factors relating to military service, can support improved service provision for veterans.
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Affiliation(s)
- Candice Oster
- Flinders Human Behaviour and Health Research Unit, Department of Psychiatry, Flinders University, GPO Box 2100, Adelaide, South Australia, 5001, Australia.
| | - Andrea Morello
- 0000 0004 0367 2697grid.1014.4Flinders Human Behaviour and Health Research Unit, Department of Psychiatry, Flinders University, GPO Box 2100, Adelaide, South Australia 5001 Australia
| | - Anthony Venning
- 0000 0004 0367 2697grid.1014.4Flinders Human Behaviour and Health Research Unit, Department of Psychiatry, Flinders University, GPO Box 2100, Adelaide, South Australia 5001 Australia
| | | | - Sharon Lawn
- 0000 0004 0367 2697grid.1014.4Flinders Human Behaviour and Health Research Unit, Department of Psychiatry, Flinders University, GPO Box 2100, Adelaide, South Australia 5001 Australia
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Hansen MB, Birkeland MS, Nissen A, Blix I, Solberg Ø, Heir T. Prevalence and Course of Symptom-Defined PTSD in Individuals Directly or Indirectly Exposed to Terror: A Longitudinal Study. Psychiatry 2017; 80:171-183. [PMID: 28767337 DOI: 10.1080/00332747.2016.1230983] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
OBJECTIVE It is well established that direct exposure to terrorism can result in posttraumatic stress disorder (PTSD). However, individuals indirectly exposed to terrorism may also develop symptoms of PTSD. This study examined the prevalence and course of symptom-defined PTSD in employees who were present and not present at the site of a workplace terror attack. METHODS Survey data from ministerial employees were collected 10, 22, and 34 months after the 2011 bombing in the government district of Oslo. A total of 3,520 employees were initially invited to the study. Response rates of eligible participants were 56% (N = 1,974) at T1, 55% (N = 1,780) at T2, and 54% (N = 1,578) at T3. PTSD was measured using the Post-traumatic Stress Disorder Checklist-Specific (PCL-S). Symptom-defined PTSD was specified as meeting the Diagnostic and Statistical Manual of Mental Disorders, Fourth Edition, Text Revision (DSM-IV-TR), B, C, and D criteria. RESULTS Our findings showed a low and declining prevalence of symptom-defined PTSD in employees indirectly exposed to a workplace terror attack (4%, 3%, and 2% at the three respective times). In employees present at the site of the explosion, PTSD was six- to eightfold more prevalent (24%, 17%, and 17%). CONCLUSIONS Individuals indirectly exposed to terrorism may develop long-lasting posttraumatic stress reactions fulfilling PTSD symptom criteria. Due to the large number of individuals that may be indirectly exposed to terrorism, even a low risk of PTSD may result in high numbers of individuals with substantial posttraumatic stress. Our findings have implications for the planning and implementation of health care services beyond those directly exposed after large-scale terror events.
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Poulos AM, Mehta N, Lu B, Amir D, Livingston B, Santarelli A, Zhuravka I, Fanselow MS. Conditioning- and time-dependent increases in context fear and generalization. ACTA ACUST UNITED AC 2016; 23:379-85. [PMID: 27317198 PMCID: PMC4918784 DOI: 10.1101/lm.041400.115] [Citation(s) in RCA: 73] [Impact Index Per Article: 9.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2015] [Accepted: 04/12/2016] [Indexed: 11/24/2022]
Abstract
A prominent feature of fear memories and anxiety disorders is that they endure across extended periods of time. Here, we examine how the severity of the initial fear experience influences incubation, generalization, and sensitization of contextual fear memories across time. Adult rats were presented with either five, two, one, or zero shocks (1.2 mA, 2 sec) during contextual fear conditioning. Following a recent (1 d) or remote (28 d) retention interval all subjects were returned to the original training context to measure fear memory and/or to a novel context to measure the specificity of fear conditioning. Our results indicate rats that received two or five shocks show an “incubation”-like enhancement of fear between recent and remote retention intervals, while single-shocked animals show stable levels of context fear memory. Moreover, when fear was tested in a novel context, 1 and 2 shocked groups failed to freeze, whereas five shocked rats showed a time-dependent generalization of context memory. Stress enhancement of fear learning to a second round of conditioning was evident in all previously shocked animals. Based on these results, we conclude that the severity or number of foot shocks determines not only the level of fear memory, but also the time-dependent incubation of fear and its generalization across distinct contexts.
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Affiliation(s)
- Andrew M Poulos
- Department of Psychology and Center for Neuroscience, University at Albany, State University of New York, Albany, New York 12222, USA Department of Psychology, University of California, Los Angeles, Los Angeles, California 90095, USA
| | - Nehali Mehta
- Department of Psychology, University of California, Los Angeles, Los Angeles, California 90095, USA
| | - Bryan Lu
- Department of Psychology, University of California, Los Angeles, Los Angeles, California 90095, USA
| | - Dorsa Amir
- Department of Psychology, University of California, Los Angeles, Los Angeles, California 90095, USA
| | - Briana Livingston
- Department of Psychology, University of California, Los Angeles, Los Angeles, California 90095, USA
| | - Anthony Santarelli
- Department of Psychology and Center for Neuroscience, University at Albany, State University of New York, Albany, New York 12222, USA
| | - Irina Zhuravka
- Department of Psychology, University of California, Los Angeles, Los Angeles, California 90095, USA
| | - Michael S Fanselow
- Department of Psychology, University of California, Los Angeles, Los Angeles, California 90095, USA Department of Psychiatry, University of California, Los Angeles, Los Angeles, California 90095, USA
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Tay AK, Rees S, Steel Z, Tam N, Soares Z, Soares C, Silove DM. Six-year trajectories of post-traumatic stress and severe psychological distress symptoms and associations with timing of trauma exposure, ongoing adversity and sense of injustice: a latent transition analysis of a community cohort in conflict-affected Timor-Leste. BMJ Open 2016; 6:e010205. [PMID: 26908525 PMCID: PMC4769389 DOI: 10.1136/bmjopen-2015-010205] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/03/2022] Open
Abstract
OBJECTIVES To identify the 6-year trajectories of post-traumatic stress symptoms (PTSS) and psychological distress symptoms, and examine for associations with timing of trauma exposure, ongoing adversity and with the sense of injustice in conflict-affected Timor-Leste. SETTING A whole-of-household survey was conducted in 2004 and 2010 in Dili, the capital of Timor-Leste. PARTICIPANTS 1022 adults were followed up over 6 years (retention rate 84.5%). Interviews were conducted by field workers applying measures of traumatic events (TEs), ongoing adversity, a sense of injustice, PTS symptoms and psychological distress. RESULTS Latent transition analysis supported a 3-class longitudinal model (psychological distress, comorbid symptoms and low symptoms). We derived 4 composite trajectories comprising recovery (20.8%), a persisting morbidity trajectory (7.2%), an incident trajectory (37.2%) and a low-symptom trajectory (34.7%). Compared with the low-symptom trajectory, the persistent and incident trajectories reported greater stress arising from poverty and family conflict, higher TE exposure for 2 historical periods, and a sense of injustice for 2 historical periods. The persistent trajectory was unique in reporting greater TE exposure in the Indonesian occupation, whereas the incident trajectory reported greater TE exposure during the later internal conflict that occurred between baseline and follow-up. Compared with the low-symptom trajectory, the incident trajectory reported a greater sense of injustice relating to the periods of the Indonesian occupation and independence. The persistent trajectory was characterised by a sense of injustice relating to the internal conflict and contemporary times. The recovery trajectory was characterised by the absence of these risk factors, the only difference from the low-symptom trajectory being that the former reported a sense of injustice for the period surrounding independence. CONCLUSIONS Our findings suggest that the timing of both TE exposure and the focus of a sense of injustice may differentiate those with persisting and new-onset mental health morbidity in settings of recurrent conflict.
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Affiliation(s)
- AK Tay
- Psychiatry Research and Teaching Unit, University of New South Wales, Sydney, New South Wales, Australia
- Academic Mental Health Unit, Mental Health Centre, Liverpool Hospital, Sydney, New South Wales, Australia
| | - S Rees
- Psychiatry Research and Teaching Unit, University of New South Wales, Sydney, New South Wales, Australia
- Academic Mental Health Unit, Mental Health Centre, Liverpool Hospital, Sydney, New South Wales, Australia
| | - Z Steel
- St John of God Richmond Hospital, School of Psychiatry, University of New South Wales
| | - N Tam
- Psychiatry Research and Teaching Unit, University of New South Wales, Sydney, New South Wales, Australia
- Academic Mental Health Unit, Mental Health Centre, Liverpool Hospital, Sydney, New South Wales, Australia
| | - Z Soares
- Alola Foundation, Dili, Timor-Leste
| | - C Soares
- Alola Foundation, Dili, Timor-Leste
| | - DM Silove
- Psychiatry Research and Teaching Unit, University of New South Wales, Sydney, New South Wales, Australia
- Academic Mental Health Unit, Mental Health Centre, Liverpool Hospital, Sydney, New South Wales, Australia
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Possemato K, Kuhn E, Johnson E, Hoffman JE, Owen JE, Kanuri N, De Stefano L, Brooks E. Using PTSD Coach in primary care with and without clinician support: a pilot randomized controlled trial. Gen Hosp Psychiatry 2016; 38:94-8. [PMID: 26589765 DOI: 10.1016/j.genhosppsych.2015.09.005] [Citation(s) in RCA: 92] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/25/2015] [Revised: 09/14/2015] [Accepted: 09/16/2015] [Indexed: 11/26/2022]
Abstract
OBJECTIVE This study aims to evaluate the feasibility and potential effectiveness of two approaches to using the PTSD Coach mobile application in primary care: Self-Managed PTSD Coach and Clinician-Supported PTSD Coach. This study also aims to gather preliminary data to investigate if clinician support improves the benefits of using PTSD Coach on posttraumatic stress disorder (PTSD) severity and specialty mental healthcare utilization. METHOD Twenty primary care veterans with PTSD symptoms were randomized to either Self-Managed PTSD Coach consisting of one 10-min session providing instructions for application use or Clinician-Supported PTSD Coach consisting of four 20-min sessions focused on setting symptom reduction goals and helping veterans fully engage with application content. RESULTS Research procedures and intervention conditions appear feasible as indicated by high rates of assessment and intervention retention and high clinician fidelity and satisfaction. Both treatments resulted in reductions in PTSD symptoms, with 7 Clinician-Supported PTSD Coach and 3 Self-Managed PTSD Coach participants reporting clinically significant improvements. Clinician-Supported PTSD Coach resulted in more specialty PTSD care use postintervention and possibly greater reductions in PTSD symptoms. CONCLUSIONS Both PTSD Coach interventions are feasible and potentially helpful. The addition of clinician support appears to increase the effectiveness of self-management alone. A larger-scale randomized controlled trial is warranted to confirm these encouraging preliminary findings.
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Affiliation(s)
- Kyle Possemato
- Center for Integrated Healthcare, Syracuse Veterans Affairs Medical Center, 800 Irving Avenue, Syracuse, NY 13210, USA.
| | - Eric Kuhn
- National Center for Posttraumatic Stress Disorder, Dissemination and Training Division, Department of Veteran Affairs Palo Alto Health Care System, 3801 Miranda Avenue, Palo Alto, CA 94304, USA
| | - Emily Johnson
- Center for Integrated Healthcare, Syracuse Veterans Affairs Medical Center, 800 Irving Avenue, Syracuse, NY 13210, USA
| | - Julia E Hoffman
- National Center for Posttraumatic Stress Disorder, Dissemination and Training Division, Department of Veteran Affairs Palo Alto Health Care System, 3801 Miranda Avenue, Palo Alto, CA 94304, USA
| | - Jason E Owen
- National Center for Posttraumatic Stress Disorder, Dissemination and Training Division, Department of Veteran Affairs Palo Alto Health Care System, 3801 Miranda Avenue, Palo Alto, CA 94304, USA
| | - Nitya Kanuri
- National Center for Posttraumatic Stress Disorder, Dissemination and Training Division, Department of Veteran Affairs Palo Alto Health Care System, 3801 Miranda Avenue, Palo Alto, CA 94304, USA
| | - Leigha De Stefano
- Center for Integrated Healthcare, Syracuse Veterans Affairs Medical Center, 800 Irving Avenue, Syracuse, NY 13210, USA
| | - Emily Brooks
- Center for Integrated Healthcare, Syracuse Veterans Affairs Medical Center, 800 Irving Avenue, Syracuse, NY 13210, USA
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Abstract
Although 40 years have passed since the Vietnam War, demand for treatment of posttraumatic stress disorder (PTSD) among veterans from this conflict has increased steadily. This study investigates the extent to which two factors, delayed onset or awareness of PTSD symptoms, may influence this demand. Using data from two studies of Vietnam Veterans in outpatient (n = 353) and inpatient (n = 721) PTSD treatment, this analysis examines retrospective perceptions of the time of symptom onset and awareness of the connection between symptoms and war-zone stress. The association of these two constructs with pre-war, wartime, and post-war clinical variables are analyzed. Delay in onset of symptoms was reported by 50% of outpatients and 35% of inpatients. Delay in awareness was reported by 60% of outpatients and 65% of inpatients. Onset of symptoms occurred within six years and onset of awareness within 20 years in 90% of individuals. Reported delays in onset and awareness were associated with more numerous negative life events after military service and before the onset of symptoms. Findings suggest that providers, administrators, and policy makers should be aware of the potential for protracted treatment demand among veterans from current conflicts, due in part by delay in onset and awareness of symptoms.
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Schreurs BG, Burhans LB. Eyeblink classical conditioning and post-traumatic stress disorder - a model systems approach. Front Psychiatry 2015; 6:50. [PMID: 25904874 PMCID: PMC4389289 DOI: 10.3389/fpsyt.2015.00050] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/09/2015] [Accepted: 03/25/2015] [Indexed: 12/11/2022] Open
Abstract
Not everyone exposed to trauma suffers flashbacks, bad dreams, numbing, fear, anxiety, sleeplessness, hyper-vigilance, hyperarousal, or an inability to cope, but those who do may suffer from post-traumatic stress disorder (PTSD). PTSD is a major physical and mental health problem for military personnel and civilians exposed to trauma. There is still debate about the incidence and prevalence of PTSD especially among the military, but for those who are diagnosed, behavioral therapy and drug treatment strategies have proven to be less than effective. A number of these treatment strategies are based on rodent fear conditioning research and are capable of treating only some of the symptoms because the extinction of fear does not deal with the various forms of hyper-vigilance and hyperarousal experienced by people with PTSD. To help address this problem, we have developed a preclinical eyeblink classical conditioning model of PTSD in which conditioning and hyperarousal can both be extinguished. We review this model and discuss findings showing that unpaired stimulus presentations can be effective in reducing levels of conditioning and hyperarousal even when unconditioned stimulus intensity is reduced to the point where it is barely capable of eliciting a response. These procedures have direct implications for the treatment of PTSD and could be implemented in a virtual reality environment.
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Affiliation(s)
- Bernard G Schreurs
- Blanchette Rockefeller Neurosciences Institute, West Virginia University , Morgantown, WV , USA ; Department of Physiology and Pharmacology, West Virginia University , Morgantown, WV , USA
| | - Lauren B Burhans
- Blanchette Rockefeller Neurosciences Institute, West Virginia University , Morgantown, WV , USA ; Department of Physiology and Pharmacology, West Virginia University , Morgantown, WV , USA
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16
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Schmidt U. A plea for symptom-based research in psychiatry. Eur J Psychotraumatol 2015; 6:27660. [PMID: 25994024 PMCID: PMC4439426 DOI: 10.3402/ejpt.v6.27660] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/18/2015] [Revised: 04/09/2015] [Accepted: 04/11/2015] [Indexed: 01/13/2023] Open
Abstract
BACKGROUND The significant proportion of patients suffering from subthreshold diagnoses such as partial posttraumatic stress disorder (PTSD) shows that today's diagnostic entities do not fully meet the reality and needs of clinical practice. Moreover, as stated also in the recently announced concept of research domain criteria (RDoC), the use of today's traditional diagnostic systems in psychiatric research does not sufficiently promote an integrative understanding of mental disorders across multiple units of analysis from behavior to neurobiology. Besides RDoC, core symptom-based research concepts have been proposed to bridge the translational gap in psychiatry, but, unfortunately, have not yet become the rule. OBJECTIVE/METHOD First, this article briefly reviews literature on subthreshold PTSD (as an example for subthreshold diagnoses) and, second, pleas for and proposes a modified symptom-based research concept in psychiatry. RESULTS Subthreshold PTSD has, like other subthreshold psychiatric diagnoses, not yet been clearly defined. Diagnostic entities such as subthreshold PTSD are subject to a certain arbitrariness as they are mainly the result of empiricism. This fact stresses the urgent need for neurobiologically-informed psychiatric diagnoses and motivated the here-presented proposal of a symptom-based research concept. As proposed here, and before by other researchers, symptom-based research in psychiatry should refrain from studying patient cohorts compiled according to diagnoses but, instead, should focus on assessing cohorts grouped according to chief complaints or predominant psychopathological symptoms. CONCLUSIONS The linkage of the RDoC concept and symptom-based psychiatric research might probably speed up the definition of biologically or symptom-based psychiatric diagnoses, which might replace the auxiliary constructs of "traditional" diagnoses such as full and subthreshold PTSD, and promote the development of novel psychological and pharmacological treatments.
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Affiliation(s)
- Ulrike Schmidt
- RG Molecular Psychotraumatology, Clinical Department, Max Planck Institute of Psychiatry, Munich, Germany;
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VanElzakker MB, Dahlgren MK, Davis FC, Dubois S, Shin LM. From Pavlov to PTSD: the extinction of conditioned fear in rodents, humans, and anxiety disorders. Neurobiol Learn Mem 2014; 113:3-18. [PMID: 24321650 PMCID: PMC4156287 DOI: 10.1016/j.nlm.2013.11.014] [Citation(s) in RCA: 305] [Impact Index Per Article: 30.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2013] [Revised: 10/31/2013] [Accepted: 11/24/2013] [Indexed: 01/08/2023]
Abstract
Nearly 100 years ago, Ivan Pavlov demonstrated that dogs could learn to use a neutral cue to predict a biologically relevant event: after repeated predictive pairings, Pavlov's dogs were conditioned to anticipate food at the sound of a bell, which caused them to salivate. Like sustenance, danger is biologically relevant, and neutral cues can take on great salience when they predict a threat to survival. In anxiety disorders such as posttraumatic stress disorder (PTSD), this type of conditioned fear fails to extinguish, and reminders of traumatic events can cause pathological conditioned fear responses for decades after danger has passed. In this review, we use fear conditioning and extinction studies to draw a direct line from Pavlov to PTSD and other anxiety disorders. We explain how rodent studies have informed neuroimaging studies of healthy humans and humans with PTSD. We describe several genes that have been linked to both PTSD and fear conditioning and extinction and explain how abnormalities in fear conditioning or extinction may reflect a general biomarker of anxiety disorders. Finally, we explore drug and neuromodulation treatments that may enhance therapeutic extinction in anxiety disorders.
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Affiliation(s)
- Michael B VanElzakker
- Tufts University Psychology, 490 Boston Avenue, Medford, MA 02155, USA; Massachusetts General Hospital Psychiatry, 149 Thirteenth Street, Charlestown, MA 02129, USA.
| | - M Kathryn Dahlgren
- Tufts University Psychology, 490 Boston Avenue, Medford, MA 02155, USA; Massachusetts General Hospital Psychiatry, 149 Thirteenth Street, Charlestown, MA 02129, USA
| | - F Caroline Davis
- Massachusetts General Hospital Psychiatry, 149 Thirteenth Street, Charlestown, MA 02129, USA
| | - Stacey Dubois
- Tufts University Psychology, 490 Boston Avenue, Medford, MA 02155, USA
| | - Lisa M Shin
- Tufts University Psychology, 490 Boston Avenue, Medford, MA 02155, USA; Massachusetts General Hospital Psychiatry, 149 Thirteenth Street, Charlestown, MA 02129, USA
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Horesh D, Solomon Z, Keinan G, Ein-Dor T. The clinical picture of late-onset PTSD: a 20-year longitudinal study of Israeli war veterans. Psychiatry Res 2013; 208:265-73. [PMID: 23294854 DOI: 10.1016/j.psychres.2012.12.004] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/15/2012] [Revised: 12/05/2012] [Accepted: 12/06/2012] [Indexed: 11/27/2022]
Abstract
Delayed-onset posttraumatic stress disorder (PTSD) has been under medico-legal debate for years. Previous studies examining the prevalence and clinical characteristics of delayed-onset PTSD have yielded inconclusive findings. This study prospectively examines the prevalence and clinical picture of late-onset PTSD among Israeli war veterans. It also evaluates whether or not late-onset PTSD erupts after a completely non-symptomatic period. 675 Israeli veterans from the 1982 Lebanon War, with and without antecedent combat stress reaction (CSR), have been assessed 1, 2 and 20 years post-war. They were divided into 4 groups, according to the duration of delay in PTSD onset. Participants completed self-report questionnaires tapping psychopathology, combat exposure and socio-demographics. 16.5% of the veterans suffered from late-onset PTSD. A longer delay in PTSD onset was associated with less severe psychopathology. Also, CSR was associated with a shorter delay in PTSD onset. Finally, the vast majority of veterans already suffered from PTSD symptoms prior to late PTSD onset. Our results offer further validation for the existence of delayed-onset PTSD. Delayed-onset PTSD appears to be a unique sub-type of PTSD, with an attenuated clinical picture. In addition, delayed-onset PTSD may be the result of an incubation process, wherein symptoms already exist prior to PTSD onset.
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Affiliation(s)
- Danny Horesh
- Department of Psychiatry, New York University, New York, NY 10016, USA.
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Abstract
Posttraumatic stress disorder (PTSD) is common in primary care but it is frequently not detected or treated adequately. There is insufficient evidence to recommend universal screening for PTSD in primary care, but clinicians should remain alert to PTSD among patients exposed to trauma, and among those with other psychiatric disorders, irritable bowel syndrome, multiple somatic symptoms and chronic pain. A two-stage process of screening (involving the PC-PTSD), and, for those with a positive screen, a diagnostic evaluation (using the PTSD-Checklist), can detect most patients with PTSD with few false positives. Evidence-based recommendations are provided for treatment in primary care or referral to mental health.
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20
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Why are Iraq and Afghanistan War veterans seeking PTSD disability compensation at unprecedented rates? J Anxiety Disord 2013; 27:520-6. [PMID: 23954726 DOI: 10.1016/j.janxdis.2013.07.002] [Citation(s) in RCA: 60] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/10/2013] [Accepted: 07/14/2013] [Indexed: 11/21/2022]
Abstract
The wars in Iraq and Afghanistan have produced historically low rates of fatalities, injuries, and posttraumatic stress disorder (PTSD) among U.S. combatants. Yet they have also produced historically unprecedented rates of PTSD disability compensation seeking from the U.S. Department of Veterans Affairs. The purpose of this article is to consider hypotheses that might potentially resolve this paradox, including high rates of PTSD, delayed onset PTSD, malingered PTSD, and economic variables.
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de Raad J, Mooren RJM, de Boer HM. De incidentie van erkende, uitzendgerelateerde psychische klachten onder militairen bij pensioenkeuringen van 2008 tot en met 2010. ACTA ACUST UNITED AC 2012. [DOI: 10.1007/s12498-012-0126-z] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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Frueh BC, Lejuez CW, Beidel DC. Introduction to the special issue on psychopathological posttraumatic reactions. CLINICAL PSYCHOLOGY-SCIENCE AND PRACTICE 2012. [DOI: 10.1111/cpsp.12000] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
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McNally RJ, Frueh BC. Why we should worry about malingering in the VA system: comment on Jackson et al. (2011). J Trauma Stress 2012; 25:454-6; author reply 457-60. [PMID: 22786620 DOI: 10.1002/jts.21713] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
In a recent survey, Jackson et al. (2011) found that clinicians who evaluate veterans for service-connected disability pensions rarely use recommended best practices to assess for posttraumatic stress disorder (PTSD) within the Department of Veterans Affairs (VA). We share their dismay, and we hope that their article will help foster evidence-based assessments for diagnosing PTSD in veterans. Jackson et al. briefly discussed scholarship on malingering among applicants for service-connected disability compensation for PTSD, concluding that concerns about malingering are largely unfounded. The data they adduce, however, in support of this conclusion actually provide reasons for concern as we document in this article. We cite recent work by labor economists in support of our argument.
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Fikretoglu D, Liu A. Prevalence, correlates, and clinical features of delayed-onset posttraumatic stress disorder in a nationally representative military sample. Soc Psychiatry Psychiatr Epidemiol 2012; 47:1359-66. [PMID: 22124662 DOI: 10.1007/s00127-011-0444-y] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/11/2011] [Accepted: 10/12/2011] [Indexed: 12/31/2022]
Abstract
PURPOSE Since its inclusion in the Diagnostic and Statistical Manual of Mental Disorders, there has been skepticism over the validity of delayed-onset posttraumatic stress disorder (PTSD). Paucity of research on the correlates and the clinical consequences of delayed-onset PTSD have historically added to this skepticism. The objective of this study was to address an important gap in the literature by examining the prevalence, the correlates, and the clinical consequences of delayed-onset PTSD using data from a large epidemiological survey. METHODS Data were drawn from the Canadian Community Health Survey-Canadian Forces Supplement (N = 8,441), a cross-sectional epidemiological survey of mental health in the Canadian Forces. Logistic regressions were used to identify correlates of delayed onset. Cox regressions were used to examine the impact of delayed onset on symptom duration. RESULTS The prevalence of delayed-onset PTSD in this Canadian population was less than 1%. Delayed-onset cases accounted for 8.5% of all PTSD cases. Experiencing trauma in early childhood, experiencing a repeated trauma, and serving in the land troops were all associated with greater likelihood of developing delayed-onset PTSD. Delayed onset, after controlling for important sociodemographic, military, and clinical variables, was associated with greater symptom duration. CONCLUSIONS The phenomenon of delayed-onset PTSD, albeit uncommon, does exist. Certain trauma characteristics may increase the risk for developing delayed-onset PTSD. Delayed onset may be associated with more chronic forms of this disorder.
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Affiliation(s)
- Deniz Fikretoglu
- Department of Psychiatry, Douglas Hospital Research Centre, McGill University, Montreal, QC, Canada.
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25
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Elhai JD, Miller ME, Ford JD, Biehn TL, Palmieri PA, Frueh BC. Posttraumatic stress disorder in DSM-5: estimates of prevalence and symptom structure in a nonclinical sample of college students. J Anxiety Disord 2012; 26:58-64. [PMID: 21944437 DOI: 10.1016/j.janxdis.2011.08.013] [Citation(s) in RCA: 152] [Impact Index Per Article: 12.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/19/2011] [Revised: 08/23/2011] [Accepted: 08/26/2011] [Indexed: 11/30/2022]
Abstract
We empirically investigated recent proposed changes to the posttraumatic stress disorder (PTSD) diagnosis for DSM-5 using a non-clinical sample. A web survey was administered to 585 college students using the Stressful Life Events Screening Questionnaire to assess for trauma exposure but with additions for the proposed traumatic stressor changes in DSM-5 PTSD. For the 216 subjects endorsing previous trauma exposure and nominating a worst traumatic event, we administered the original PTSD Symptom Scale based on DSM-IV PTSD symptom criteria and an adapted version for DSM-5 symptoms, and the Center for Epidemiological Studies-Depression Scale. While 67% of participants endorsed at least one traumatic event based on DSM-IV PTSD's trauma classification, 59% of participants would meet DSM-5 PTSD's proposed trauma classification. Estimates of current PTSD prevalence were .4-1.8% points higher for the DSM-5 (vs. the DSM-IV) diagnostic algorithm. The DSM-5 symptom set fit the data very well based on confirmatory factor analysis, and neither symptom set's factors were more correlated with depression.
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Affiliation(s)
- Jon D Elhai
- Department of Psychology, University of Toledo, Mail Stop #948, 2801 W. Bancroft St., Toledo, OH 43606-3390, USA. www.jon-elhai.com
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Schreurs BG, Smith-Bell CA, Burhans LB. Incubation of conditioning-specific reflex modification: implications for Post Traumatic Stress Disorder. J Psychiatr Res 2011; 45:1535-41. [PMID: 21803372 PMCID: PMC3195987 DOI: 10.1016/j.jpsychires.2011.07.003] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/28/2011] [Revised: 06/28/2011] [Accepted: 07/07/2011] [Indexed: 10/18/2022]
Abstract
Incubation of fear has been used to account for the delayed manifestation of symptoms of fear and anxiety including the delayed onset of Post Traumatic Stress Disorder (PTSD). We have shown the utility of classical conditioning-specific modification of the rabbit nictitating membrane response (NMR) as a model of PTSD. This modification includes an exaggeration in the size and a change in the timing of the unconditioned NMR after several days of classical conditioning. To assess the effects of incubation on conditioning-specific modification, we measured changes in responding as a function of the time between classical conditioning and NMR testing. After just one day of classical conditioning resulting in modest levels of learning, increases in response size were an inverted-U shaped function of days of incubation with little if any change occurring one and ten days after training but significant change occurring after six days. The incubation effect persisted for a week. An unpaired control group showed no change in the size of the response confirming the incubation effect was associative. The results bear a striking resemblance to symptoms of PTSD that do not always occur immediately after trauma and become exacerbated over time and then persist. They point to a window when incubation can exacerbate symptoms and speak to the vulnerability of re-experiencing trauma too soon. This could be a serious problem for military or emergency personnel recalled to combat or a disaster site without sufficient time to deal with the effects of their initial experiences.
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Jakupcak M, Tull MT, McDermott MJ, Kaysen D, Hunt S, Simpson T. PTSD symptom clusters in relationship to alcohol misuse among Iraq and Afghanistan war veterans seeking post-deployment VA health care. Addict Behav 2010; 35:840-3. [PMID: 20471180 DOI: 10.1016/j.addbeh.2010.03.023] [Citation(s) in RCA: 131] [Impact Index Per Article: 9.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2009] [Revised: 03/11/2010] [Accepted: 03/31/2010] [Indexed: 01/09/2023]
Abstract
Demographic factors, characteristics of military service, PTSD, and depression were examined as predictors of alcohol misuse in Iraq and Afghanistan War Veterans (N=287) presenting for post-deployment Veteran Affairs (VA) health care. Results indicated that alcohol misuse was more common among younger male Veterans who served in the Army or Marine Corps. Accounting for demographic factors and characteristics of service, Veterans who screened positive for PTSD or depression were two times more likely to report alcohol misuse relative to Veterans who did not screen positive for these disorders. The examination of specific PTSD symptom clusters suggested that emotional numbing symptoms were most strongly associated with alcohol misuse. The implications for interventions for alcohol misuse in returning Veterans are discussed.
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An examination of the construct validity of posttraumatic stress disorder with veterans using a revised criterion set. Behav Res Ther 2010; 48:909-14. [DOI: 10.1016/j.brat.2010.05.019] [Citation(s) in RCA: 53] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2009] [Revised: 03/24/2010] [Accepted: 05/20/2010] [Indexed: 11/23/2022]
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The Delayed and Cumulative Consequences of Traumatic Stress: Challenges and Issues in Compensation Settings. PSYCHOLOGICAL INJURY & LAW 2010. [DOI: 10.1007/s12207-010-9074-z] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
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31
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Su CY, Tsai KY, Chou FHC, Ho WW, Liu R, Lin WK. A three-year follow-up study of the psychosocial predictors of delayed and unresolved post-traumatic stress disorder in Taiwan Chi-Chi earthquake survivors. Psychiatry Clin Neurosci 2010; 64:239-48. [PMID: 20602724 DOI: 10.1111/j.1440-1819.2010.02087.x] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
AIMS To predict the longitudinal course of post-traumatic stress disorder (PTSD) in survivors three years following a catastrophic earthquake using multivariate data presented six months after the earthquake. METHODS Trained assistants and psychiatrists used the Disaster-related Psychological Screening Test (DRPST) to interview earthquake survivors 16 years and older and to assess current and incidental psychopathology. A total of 1756 respondents were surveyed over the three-year follow-up period. RESULTS A total of 38 (9.1%) of the original 418 PTSD subjects and 40 of the original 1338 (3.0%) non-PTSD subjects were identified as having PTSD at the 3-year post-earthquake follow up. Younger age, significant financial loss, and memory/attention impairment were predictive factors of unresolved PTSD and delayed PTSD. CONCLUSIONS The longitudinal course of PTSD three years after the earthquake could be predicted as early as six months after the earthquake on the basis of demographic data, PTSD-related factors, and putative factors for PTSD.
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Affiliation(s)
- Chao-Yueh Su
- Department of Nursing, I-Shou University, Kaohsiung County, Taiwan
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Abstract
The aim of the present study was to provide a critical review of prevalence estimates of combat-related post-traumatic stress disorder (PTSD) among military personnel and veterans, and of the relevant factors that may account for the variability of estimates within and across cohorts, including methodological and conceptual factors accounting for differences in prevalence rates across nations, conflicts/wars, and studies. MEDLINE and PsycINFO databases were examined for literature on combat-related PTSD. The following terms were used independently and in combinations in this search: PTSD, combat, veterans, military, epidemiology, prevalence. The point prevalence of combat-related PTSD in US military veterans since the Vietnam War ranged from approximately 2% to 17%. Studies of recent conflicts suggest that combat-related PTSD afflicts between 4% and 17% of US Iraq War veterans, but only 3-6% of returning UK Iraq War veterans. Thus, the prevalence range is narrower and tends to have a lower ceiling among combat veterans of non-US Western nations. Variability in prevalence is likely due to differences in sampling strategies; measurement strategies; inclusion and measurement of the DSM-IV clinically significant impairment criterion; timing and latency of assessment and potential for recall bias; and combat experiences. Prevalence rates are also likely affected by issues related to PTSD course, chronicity, and comorbidity; symptom overlap with other psychiatric disorders; and sociopolitical and cultural factors that may vary over time and by nation. The disorder represents a significant and costly illness to veterans, their families, and society as a whole. Further carefully conceptualized research, however, is needed to advance our understanding of disorder prevalence, as well as associated information on course, phenomenology, protective factors, treatment, and economic costs.
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Affiliation(s)
| | - B. Christopher Frueh
- The Menninger Clinic and Department of Psychiatry and Behavioral Sciences, Baylor College of Medicine, Houston, Texas, USA
| | - Ronald Acierno
- Veterans Affairs Medical Center and Department of Psychiatry and Behavioral Sciences, Medical University of South Carolina, Charleston, South Carolina, USA
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Abstract
Posttraumatic stress disorder (PTSD) is a prevalent anxiety disorder. Symptoms present shortly after an exposure to a traumatic event, abate with time in the majority of those who initially express them, and leave a significant minority with chronic PTSD. PTSD may be treated with pharmacotherapy or psychotherapy. Treatment of the early expressions of the disorder constitutes a separate domain of theory and research. Treatment of chronic PTSD often stabilizes the condition but rarely produces stable remission. This article reviews the empirical evidence on the treatment of acute and chronic PTSD, outlines similarities and differences between PTSD and other Axis I disorders, evaluates new therapeutic approaches, and discusses the implications of current knowledge for the forthcoming DSM-V.
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Affiliation(s)
- Arieh Y Shalev
- Department of Psychiatry, Hadassah University Hospital, Ein Kerem Campus, P.O. Box 12000, 91120 Jerusalem, Israel.
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