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Stressing Out About the Heart: A Narrative Review of the Role of Psychological Stress in Acute Cardiovascular Events

Musey, Paul I; Schultebraucks, Katharina; Chang, Bernard P
OBJECTIVES:Survivors of acute cardiovascular disease (CVD) events, such as acute coronary syndrome (ACS) and stroke, may experience significant psychological distress during and following the acute event. Long-term adverse effects may follow, including the development of posttraumatic stress disorder (PTSD), increased overall all-cause mortality, and recurrent cardiac events. The goal of this concepts paper is to describe and summarize the rates of adverse psychological outcomes, such as PTSD, following cardiovascular emergencies, to review how these psychological factors are associated with increased risk of future events and long-term health and to provide a theoretical framework for future work. METHODS:A panel of two board-certified emergency physicians, one with a doctorate in experimental psychology, along with one PhD clinical psychologist with expertise in psychoneuroendocrinology were co-authors involved in the paper. Each author used various search strategies (e.g., PubMed, Psycinfo, Cochrane, and Google Scholar) for primary research and reviewed articles related to their section. The references were reviewed and evaluated for relevancy and included based on review by the lead authors RESULTS: A meta-analysis of 24 studies (N > 2,300) found the prevalence of ACS-induced PTSD at nearly 12%, while a meta-analysis of nine studies (N = 1,138) found that 25% of survivors of transient ischemic attack and stroke report PTSD symptoms. The presence of PTSD doubles 3-year risk of CVD/mortality risk in ACS survivors. Cardiac patients treated during periods of ED overcrowding, hallway care, and perceived poor clinician-patient communication appear at greater risk for subsequent PTSD. CONCLUSIONS:Psychological stress is often present in patients undergoing evaluation for acute CVD events. Understanding such associations provides a foundation to appreciate the potential contribution of psychological variables on acute and long-term cardiovascular recovery, while also stimulating future areas of research and discovery.
PMCID:7640378
PMID: 31675448
ISSN: 1553-2712
CID: 4753232

Identifying predictive features of autism spectrum disorders in a clinical sample of adolescents and adults using machine learning

Kuepper, Charlotte; Stroth, Sanna; Wolff, Nicole; Hauck, Florian; Kliewer, Natalia; Schad-Hansjosten, Tanja; Kamp-Becker, Inge; Poustka, Luise; Roessner, Veit; Schultebraucks, Katharina; Roepke, Stefan
ISI:000563452900001
ISSN: 2045-2322
CID: 4754122

Artificial Intelligence and Posttraumatic Stress Disorder (PTSD) An Overview of Advances in Research and Emerging Clinical Applications

Malgaroli, Matteo; Schultebraucks, Katharina
ISI:000609486400005
ISSN: 1016-9040
CID: 4780742

A Generalized Predictive Algorithm of Posttraumatic Stress Development Following Emergency Department Admission Using Biological Markers Routinely Collected from Electronic Medical Records [Meeting Abstract]

Schultebraucks, Katharina; Shalev, Arieh; Michopoulos, Vasiliki; Stevens, Jennifer; Jovanovic, Tanja; Bonanno, George; Rothbaum, Barbara; Nemeroff, Charles; Ressler, Kerry; Galatzer-Levy, Isaac
ISI:000535308200243
ISSN: 0006-3223
CID: 4560752

Post-traumatic Stress Disorder Following Acute Stroke

Schultebraucks, Katharina; Wen, Tyler; Kronish, Ian M.; Willey, Joshua; Chang, Bernard P.
ISI:000515330300001
ISSN: 2167-4884
CID: 4754102

Forecasting PTSD Course From Acute Post-Trauma Biomedical Data: A Machine Learning Multicenter Cohort Study [Meeting Abstract]

van Zuiden, Mirjam; Sijbrandij, Marit; Galatzer-Levy, Isaac; Mouthaan, Joanne; Olff, Miranda; Schultebraucks, Katharina
ISI:000535308200244
ISSN: 0006-3223
CID: 4560762

Mental health disorders and utilization of mental healthcare services in United Nations personnel

Brown, Adam D; Schultebraucks, Katharina; Qian, Meng; Li, Meng; Horesh, Danny; Siegel, Carol; Brody, Yosef; Amer, Abdalla Mansour; Lev-Ari, Rony Kapel; Mas, Francis; Marmar, Charles R; Farmer, Jillann
Background/UNASSIGNED:United Nations (UN) personnel address a diverse range of political, social, and cultural crises throughout the world. Compared with other occupations routinely exposed to traumatic stress, there remains a paucity of research on mental health disorders and access to mental healthcare in this population. To fill this gap, personnel from UN agencies were surveyed for mental health disorders and mental healthcare utilization. Methods/UNASSIGNED:= 17 363) from 11 UN entities completed online measures of generalized anxiety disorder (GAD), major depressive disorder (MDD), posttraumatic stress disorder (PTSD), trauma exposure, mental healthcare usage, and socio-demographic information. Results/UNASSIGNED:Exposure to one or more traumatic events was reported by 36.2% of survey responders. Additionally, 17.9% screened positive for GAD, 22.8% for MDD, and 19.9% for PTSD. Employing multivariable logistic regressions, low job satisfaction, younger age (<35 years of age), greater length of employment, and trauma exposure on or off-duty was significantly associated with all the three disorders. Among individuals screening positive for a mental health disorder, 2.05% sought mental health treatment within and 10.01% outside the UN in the past year. Conclusions/UNASSIGNED:UN personnel appear to be at high risk for trauma exposure and screening positive for a mental health disorder, yet a small percentage screening positive for mental health disorders sought treatment. Despite the mental health gaps observed in this study, additional research is needed, as these data reflect a large sample of convenience and it cannot be determined if the findings are representative of the UN.
PMCID:7056861
PMID: 32180988
ISSN: 2054-4251
CID: 4350422

Sex Differences in Peri-Traumatic Cortisol and Inflammatory Cytokines Explain Differential Risk for Future PTSD [Meeting Abstract]

Lalonde, Chloe; Beurel, Eleonore; Gould, Felicia; Dhabhar, Firdaus S.; Schultebraucks, Katharina; Galatzer-Levy, Isaac; Rothbaum, Barbara; Ressler, Kerry J.; Nemeroff, Charles; Michopoulos, Vasiliki; Stevens, Jennifer
ISI:000535308201326
ISSN: 0006-3223
CID: 4560972

Emotion dysregulation is associated with increased prospective risk for chronic PTSD development

Pencea, Ioana; Munoz, Adam P; Maples-Keller, Jessica L; Fiorillo, Devika; Schultebraucks, Katharina; Galatzer-Levy, Isaac; Rothbaum, Barbara O; Ressler, Kerry J; Stevens, Jennifer S; Michopoulos, Vasiliki; Powers, Abigail
While emotion dysregulation is associated with many psychological disorders, including posttraumatic stress disorder (PTSD), it remains uncertain whether pre-existing emotion dysregulation increases individual risk for prospectively developing PTSD in the aftermath of trauma exposure. Thus, the objective of the current study was to determine whether emotion dysregulation could prospectively predict the development of chronic PTSD symptoms following a traumatic event above and beyond other known associated factors, including depressive symptoms, baseline PTSD symptoms, total traumas experienced, and exposure to interpersonal trauma. Participants (N = 135) were recruited from the emergency department (ED) at Grady Memorial Hospital in Atlanta and follow-up assessments were conducted at 1-, 3-, 6-, and 12-months following trauma exposure. Latent Growth Mixture Modeling was used to identify PTSD symptom trajectories based on symptoms assessed at 1, 3, 6, and 12 months; three trajectories emerged: "chronic", "recovery", and "resilient". For the present study, probability of chronic PTSD symptoms was used as the outcome variable of interest. Linear regression modeling showed that emotion dysregulation was significantly associated with probability of developing chronic PTSD symptoms (p = 0.001) and accounted for an additional 7% of unique predictive variance when controlling for trauma exposure, baseline PTSD, and depressive symptoms. Our findings suggest that emotion dysregulation can be used as both a predictor of chronic PTSD and as a treatment target. Thus, identifying individuals with high levels of emotion dysregulation at the time of trauma and implementing treatments designed to improve emotion regulation could aid in decreasing the development of chronic PTSD among these at-risk individuals.
PMID: 31865212
ISSN: 1879-1379
CID: 4243962

Heightened biological stress response during exposure to a trauma film predicts an increase in intrusive memories

Schultebraucks, Katharina; Rombold-Bruehl, Felicitas; Wingenfeld, Katja; Hellmann-Regen, Julian; Otte, Christian; Roepke, Stefan
Some people develop symptoms of posttraumatic stress disorder (PTSD) after having experienced a traumatic event, whereas others do not. Intrusive memories are a cardinal symptom of PTSD and a better understanding of encoding and consolidation of intrusive memory may yield important insights on differences in the response to trauma. The primary aim of this study is to investigate whether psychosocial stress induction (Trier Social Stress Test) versus active control (placebo version) leading to respective biological stress responses during the encoding and consolidation of a film-elicited analogue trauma influences the development of intrusive memories over the course of 7 consecutive days. We hypothesized that the activation of the biological stress system increases the number of intrusive memories over the course of 7 days. This single-blind randomized placebo-controlled study examined 122 young healthy women. Biological stress response was measured by salivary cortisol, salivary α-amylase activity, and heart rate variability. Generalized linear mixed models were used to analyze longitudinal effects of activation of biological stress response on self-reported number of intrusive memories. Cross-validated regularized regression (least absolute shrinkage and selection operator) was applied for data-driven feature selection including known biological and psychological predictors. Corroborating our hypothesis, biological stress-responders to the Trier Social Stress Test reported significantly more intrusive memories after trauma film. A priori designed post hoc tests point at significantly more intrusions on Day 1 and 2 in biological stress responders. Least absolute shrinkage and selection operator regression revealed salivary cortisol, salivary α-amylase activity, heart rate variability, subjectively rated distress, fear, and (on trend level) dissociation during the trauma film as relevant predictors of intrusive memories. A heightened biological stress response in young women is associated with more intrusive memories the first days after experiencing a trauma analogue. (PsycINFO Database Record (c) 2019 APA, all rights reserved).
PMID: 31282686
ISSN: 1939-1846
CID: 4136122