scholarly journals Using physiological signals to predict temporal defense responses: a multi-modality analysis

2020 ◽  
Author(s):  
Tae-jun Choi ◽  
Honggu Lee

AbstractDefense responses are a highly conserved behavioral response set across species. Defense responses motivate organisms to detect and react to threats and potential danger as a precursor to anxiety. Accurate measurement of temporal defense responses is important for understanding clinical anxiety and mood disorders, such as post-traumatic stress disorder, obsessive compulsive disorder, and generalized anxiety disorder. Within these conditions, anxiety is defined as a state of prolonged defense response elicitation to a threat that is ambiguous or unspecific. In this study, we aimed to develop a data-driven approach to capture temporal defense response elicitation through a multi-modality data analysis of physiological signals, including electroencephalogram (EEG), electrocardiogram (ECG), and eye-tracking information. A fear conditioning paradigm was adopted to develop a defense response classification model. From a classification model based on 42 feature sets, a higher order crossing feature set-based model was chosen for further analysis with cross-validation loss of 0.0462 (SEM: 0.0077). To validate our model, we compared predicted defense response occurrence ratios from a comprehensive situation that generates defense responses by watching movie clips with fear awareness and threat existence predictability, which have been reported to correlate with defense response elicitation in previous studies. We observed that defense response occurrence ratios are correlated with threat existence predictability, but not with fear awareness. These results are similar to those of previous studies using comprehensive situations. Our study provides insight into measurement of temporal defense responses via a novel approach, which can improve understanding of anxiety and related clinical disorders for neurobiological and clinical researchers.

2021 ◽  
Vol 12 ◽  
pp. 215013272110167
Author(s):  
Tara Rava Zolnikov ◽  
Tanya Clark ◽  
Tessa Zolnikov

Anxiety and fear felt by people around the world regarding the coronavirus pandemic is real and can be overwhelming, resulting in strong emotional reactions in adults and children. With depressive and anxiety disorders already highly prevalent in the general population (300 million worldwide), depression and/or anxiety specifically because of the pandemic response is likely. Moreover, the current state of panic in the face of uncertainty is apt to produce significant amounts of stress. While this situation has the potential to cause psychological disorders in previously unaffected populations, perhaps more impactful is the exacerbation of symptoms of many existing disorders including anxiety, depression, post-traumatic stress disorder (PTSD), obsessive-compulsive disorder (OCD) and hoarding disorder.


Author(s):  
Monnica T. Williams

Abstract: This chapter discusses the research regarding microaggressions and negative mental health outcomes. Microaggressions are associated with increased stress, increased physical ailments such as hypertension and impaired immune responses, increased depression and depressive symptoms, lower self-esteem and self-efficacy, increased alcohol abuse and binge drinking, substance use disorders, increased post-traumatic stress disorder symptoms, higher levels of suicidal ideation, increased anxiety, increased somatic symptoms and negative affect, and increased obsessive–compulsive disorder symptoms. Overall, those who experience everyday discrimination have higher odds of any lifetime mental health issue. This is illustrated using a case example of a student who developed depression and anxiety from experiencing microaggressions in school, leading to a negative impact on mental health. The chapter presents an example interaction between a client and a therapist illustrating that microaggressions can be harmful to White people as well in indirect ways. Furthermore, to address mental health disparities and treatment barriers as a result of various pathways including microaggressions, clinicians need to address their own possible implicit biases that can lead to perpetuating these problems.


Author(s):  
Walter Sinnott-Armstrong ◽  
Jesse S. Summers

Biopsychosocial theories of mental illness claim that biological, psychological, and social factors are all central to every mental illness. This general approach cannot be assessed or employed properly without specifying the precise relation between mental illnesses and these three levels of understanding. This chapter distinguishes disjunctive, causal, explanatory, therapeutic (or treatment), and constitutive (or definitional) versions of biopsychosocial theories. However, all of these claims are uncontroversial and not distinctive of the biopsychosocial approach, except the constitutive claim. That constitutive claim is inaccurate, because almost all mental illnesses are and should be defined by their psychological symptoms instead of their biological or social causes. These lessons are applied to case studies of post-traumatic stress disorder, disinhibited social engagement disorder, obsessive–compulsive disorder, and scrupulosity.


2020 ◽  
pp. ebmental-2020-300216
Author(s):  
Chelsea Dyan Gober ◽  
Amit Lazarov ◽  
Yair Bar-Haim

Cognitive bias modification (CBM) is a class of mechanised psychological interventions designed to target specific aberrant cognitive processes considered key in the aetiology and/or maintenance of specific psychiatric disorders. In this review, we outline a multistage translational process that allows tracking progress in CBM research. This process involves four steps: (1) the identification of reliable cognitive targets and establishing their association with specific disorders; (2) clinical translations designed to rectify the identified cognitive targets; (3) verification of effective target engagement and (4) testing of clinical utility in randomised controlled trials. Through the prism of this multistage process, we review progress in clinical CBM research in two cognitive domains: attention and interpretation; in six psychiatric conditions: anxiety disorders, major depressive disorder, post-traumatic stress disorder, addictive disorders, eating disorders and obsessive–compulsive disorder. The review highlights achievement as well as shortcomings of the CBM approach en route to becoming a recognised evidence-supported therapy for these disorders.


2010 ◽  
Vol 44 (4) ◽  
pp. 309-313 ◽  
Author(s):  
Gavin Andrews ◽  
Matthew Sunderland ◽  
Alice Kemp

Objective: DSM-IV diagnostic criteria define thresholds on a continuum of symptoms above which the diagnosis is said to be established. Data from the 1997 Australian Survey of Mental Health and Wellbeing were used for six internalizing disorders, and the levels of distress and disability associated with each diagnosis were investigated. Method: Mean distress (measured by the K-10) and disability (measured by the SF12-MCS) scores were identified for people in the Survey who reported no physical or mental disorders. The distribution of distress and disability showed by people who met criteria for major depressive disorder, dysthymia, generalized anxiety disorder, social phobia, post-traumatic stress disorder and obsessive–compulsive disorder was plotted against the mean for well people, expecting that ≥90% of people with these mental disorders would score as more distressed or disabled than this mean. Results: More than 90% of people with dysthymia, major depressive disorder, generalized anxiety disorder or with post-traumatic stress disorder scored as more distressed or disabled than the mean for well people. A majority were severely distressed or disabled (>2SD above the mean). This remained the case when the clinical significance criteria were removed. In social phobia and in obsessive–compulsive disorders between 9% and 26% scored below the means for well people, that is, as neither distressed nor disabled, a figure that rose to 16–40% when the clinical significance criteria were removed. In neither case did a majority of cases score in the severe range. Conclusions: The diagnostic thresholds for social phobia and for obsessive–compulsive disorder are less stringent than that for the other disorders and require revision in DSM-V.


Author(s):  
Benjamin Greenberg ◽  
Sarah H. Lisanby

A few studies of transcranial magnetic stimulation (TMS) as an anxiety disorder treatment have been reported. In treatment studies, the focal application of TMS in the treatment of anxiety disorders has been guided by the present understanding of the neurocircuitry underlying these disorders. This article reviews the current state of the literature on the uses of TMS in the study and treatment of anxiety disorders, and discusses the implications for understanding their patho-etiology. Investigation of the possible therapeutic effects of repetitive TMS in obsessive-compulsive disorder (OCD), post-traumatic stress disorder (PTSD), or any anxiety disorder remains at a preliminary stage. There have been promising initial observations in OCD, which require systematic testing in controlled studies. As far as PTSD is concerned, the available data suggest that additional TMS work is required. The observations need to be replicated in controlled settings to determine whether this approach will have value in treating anxiety disorders.


1997 ◽  
Vol 25 (4) ◽  
pp. 329-337 ◽  
Author(s):  
Ian A. James ◽  
Katherine Kendell

Intrusions and perseverations, although often associated with psychiatric disorders, have a functional role within the information processing system (Eberly, Harkness, & Engdhal, 1991). Research suggests that these phenomena act as conscious aide memoires (Kvavilashvili, 1987) informing the cognitive system that there are prospective tasks to be done (i.e. tasks started, or intentions made, but not finished). In the case of psychiatric problems, the intrusions and perseverations may reflect the presence of unresolved issues that require further processing. The current paper outlines this hypothesis and presents the Zeigarnik effect (Zeigarnik, 1927) as one potential factor amongst others helping to maintain the incidence of intrusions. The paper also describes the possible modus operandi of this effect in terms of post-traumatic stress, obsessive-compulsive disorder and general-anxiety disorder. A number of treatment strategies are discussed which may decrease the incidence of Zeigarnik intrusions.


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