Norman B. Schmidt’s research while affiliated with Florida State University and other places

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Publications (10)


Figure 1. Grand average time-frequency (TF) decomposition of theta during the Gambling task (left) and the Go/No-go task (right) using principal components analysis (PCA) across all trial types (i.e., gain and loss trials in Gambling, & go and no-go trials in Go/No-go). Waveform plots, top level: Average time-domain ERPs across all trials, theta frequency-filtered. Color surface plots, second level: grand average time-frequency effects, with principal components depicted beneath. Colored topographical head
Figure 2. Topographical representation of electrodes in the 96-channel EEG cap. Red indicates medial frontal (FCZ) and lateral frontal (F3 & F4) electrodes included in ICPS analyses for theta-FN and theta-N2.
Figure 3. Post-treatment (1 week post) response rates according to intervention group. Individuals in the Combined-RR group had significantly greater improvement in anxiety sensitivity symptoms compared to all other groups. The Mood-RR/CBM-I group did not significantly differ from the control group.
Demographics and outcome indices for individuals in the treatment and control groups.
Partial spearman correlations after including baseline severity, depression, and general worry as covariates
MEDIAL FRONTAL THETA (MFT) AS A PREDICTOR OF ANXIETY SENSITIVITY TREATMENT RESPONSE
  • Preprint
  • File available

October 2024

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40 Reads

Jessica Ellis

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Glenda Mello

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Devin Butler

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[...]

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Despite various interventions for anxiety disorders, effects can take months and many individuals do not respond. Activity in the anterior cingulate cortex is a consistent predictor of treatment outcomes, and can be measured by medial frontal theta (MFT) event-related potentials. This study used task-based electroencephalography and MFT to predict anxiety sensitivity treatment response at mid-treatment, 1-week post-treatment, and 6 months post-treatment. Results indicated that lower medial to lateral prefrontal theta phase synchrony was associated with greater symptom improvement.

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Omnibus ANOVA: Baseline AS and P3/LPP
ANOVA: Relationship between Instruction and Change Scores on Amplitude
T-tests for Baseline and M1 AS within group and across treatment groups
ANOVA: Relationship between Treatment Groups and Change Scores on Amplitude
The LPP Indexes Baseline and Treatment-Related Changes in Anxiety Sensitivity

October 2024

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17 Reads

Development of neurophysiological treatment targets has been an important way to validate and advance treatment implementations. Anxiety Sensitivity (AS), described as a fear of fear, is one of the most well-researched transdiagnostic risk factors for psychopathology and has been demonstrated to be associated with a number of different INT symptoms and disorders, making it an ideal intervention target for treatment of anxiety and mood pathology. Currently, there exists a gap in terms of understanding underlying neural mechanisms of AS and treatment-related change in AS. The current study sought to examine the impact of 2 brief computerized interventions on AS in order to assess the P300 and late positive potential (LPP) event-related potential (ERP) components as an index of both baseline and treatment change in the transdiagnostic anxiety sensitivity construct. Participants received one of the following, with a 1-month follow-up: an anxiety reduction intervention of cognitive anxiety sensitivity treatment (CAST) alone, a mood intervention of cognitive bias modification interpretation (CBM-I), a combined CAST and CBM-I intervention, or a repeated contact control group. Baseline AS was significantly related to baseline P3/LPP, such that higher P3/LPP amplitude (heightened emotional reactivity) is associated with higher AS at intake. Further, treatment-related reductions in AS were associated with higher baseline reactivity: greater AS reductions at month one were associated with higher P3/LPP activity. Heightened emotional response was predictive of better treatment outcomes. Analyses also showed evidence for different mechanisms associated with CAST and CBM-I groups. Specifically, the CAST group evidenced predictions of treatment outcome in parietal areas, where the CBM-I group evidenced predictions in frontal areas. The Combined group evidenced both frontal and parietal activations, consistent with combining the effects from the CAST and CBM-I groups. These findings suggest that the P3/LPP is an index of cognitive-affective processes underlying AS at baseline and has predictive ability in assessing AS treatment outcome in that our observed treatment types engage different neural mechanisms.


Exploratory Factor Analysis Conducted Across 20 Items to Index Suicidal Ideation and Suicidal
Alpha Spearman Correlations for Loss and Gain Feedback
Feedback Processing as it Relates to Suicidal Ideation and Behavior Using a Time-Frequency Approach

December 2023

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38 Reads

Background Suicidal ideation (SI) and suicidal behavior (SB) may have different etiological pathways, particularly related to feedback processing. Identifying ERP components related to these suicide states may help researchers localize and understand these differences. Objective. Our primary purpose was to utilize time-frequency decomposition techniques to assess neurophysiological correlates of SI and SB during positive and negative feedback processing. Methods 271 subjects (55.7% female; mean age=35.75, SD=16.07; 30.6% veterans) completed a questionnaire battery and a multi-task protocol, including a gambling feedback task (Gehring & Willoughby, 2002), while electroencephalography (EEG) was collected using a 96-channel EEG system. Exploratory factor analysis (EFA) was conducted across 20 self-report suicide items selected to index SI and SB from several suicide-relevant questionnaires. EFA results produced 2 factors, corresponding to SI and SB. Time-frequency principal component analyses produced measures across all frequency bands (i.e., delta-FN/P3, delta-SW, theta-FN, alpha, beta-1, beta-2, and gamma). Results Excepting alpha amplitude, all measured frequencies were related to SB, and not SI (across loss and gain, with some loss-gain differences). Alpha, uniquely, showed a relationship to SI and not to SB (across loss and gain, no loss-gain differences). Robust regressions confirmed that the delta, theta, and high-frequency (HF; beta-1, beta-2, and gamma as combined HF loss, gain, and loss-gain difference factors) measures were each independently related to SB. Discussion Broadly, the results indicate that individuals with SB showed heightened neurophysiological response across multiple ERP components (except alpha) to gambling feedback, with significantly greater increases to loss stimuli relative to gain stimuli. General Scientific Summary This study, using time-frequency EEG/ERP measures from a gambling feedback task, supports the theoretical framework that suicidal behavior and suicidal ideation can be indexed separately. Generally, stronger reactivity to all feedback (i.e., loss and gain feedback during a gambling task) is seen in those with suicidal behavior and not in those with suicidal ideation, but with a small separate effect related to suicidal ideation.


Table 1 Participant Demographics
Figure 2 Group differences in alpha connectivity. Left column: matrices of group differences PTSD minus Controls) in directed alpha-frequency connectivity (GC) showed (A) reduced PCCVC alpha connectivity (albeit not FDR corrected) during the S-RS; and (B) reduced PCCmPFC alpha connectivity during the M-RS and, as enclosed in a red box, more reduction from the S-RS to the M-RS in VCPCC and VCmPFC alpha connectivity. Right column: Schematic presentations of group-differences in connectivity during the S-RS (A) and M-RS (B), with solid and dotted arrows reflecting connections surviving and not surviving FDR correction, respectively. Arrows in light blue and dark blue reflect significant effects from simple group contrasts and double contrasts of State and Group, respectively. Our discussion focused on the effects surviving the multiple comparison correction. *p < 0.05; **p < 0.01; † p < 0.1; white * = FDR corrected; gray * = not FDR corrected. VC = visual cortex.
Figure 3 Clinical associations between alpha power and hypervigilance. Whole-brain correlation maps of alpha power and hypervigilance indicated negative correlations in both the dorsal (i.e., SPL, Precuneus) and ventral (i.e., ITG) visual cortices during the S-RS (A) and both DMN hubs (mPFC and PCC) during the M-RS (B). SPL = superior parietal lobule; ITG = inferior temporal gyrus.
Posttraumatic stress disorder is associated with alpha dysrhythmia across the visual cortex and the default mode network

November 2019

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103 Reads

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2 Citations

Background: Anomalies in default mode network (DMN) activity and alpha (8-12 Hz) oscillations have been independently observed in posttraumatic stress disorder (PTSD). Recent spatiotemporal analyses suggest that alpha oscillations support DMN functioning via inter-regional synchronization and sensory cortical inhibition. Therefore, we examined a unifying pathology of alpha deficits in the visual-cortex-DMN system in PTSD. Methods: Patients with PTSD (N = 25) and two control groups - patients with Generalized Anxiety Disorder (N = 24) and healthy controls (N = 20) - underwent a standard eyes-open resting state (S-RS) and a modified resting state (M-RS) of passively viewing salient images (known to deactivate the DMN). High-density electroencephalogram (hdEEG) were recorded, from which intracortical alpha activity (power and connectivity/Granger causality) was extracted using the exact low-resolution electromagnetic tomography (eLORETA). Results: Patients with PTSD (vs. controls) demonstrated attenuated alpha power in the visual cortex and key hubs of the DMN (posterior cingulate cortex/PCC and medial prefrontal cortex/mPFC) at both states, the severity of which further correlated with hypervigilance symptoms. With increased visual input (at M-RS vs. S-RS), patients with PTSD further demonstrated reduced alpha-frequency directed connectivity within the DMN (PCC to mPFC) and, importantly, from the visual cortex (VC) to both DMN hubs (VC to PCC and VC to mPFC), linking alpha deficits in the two systems. Conclusions: These interrelated alpha deficits align with DMN hypoactivity/hypoconnectivity, sensory disinhibition, and hypervigilance in PTSD, representing a unifying neural underpinning of these anomalies. The identification of visual-cortex-DMN alpha dysrhythmia in PTSD further presents a novel therapeutic target, promoting network-based intervention of neural oscillations.


Participant Demographics (n = 86). PCL = Posttraumatic Stress Disorder Checklist; BAI = Beck Anxiety Inventory; BDI = Beck Depression Inventory
Intrinsic sensory disinhibition contributes to intrusive re-experiencing in combat veterans

April 2019

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79 Reads

Intrusive re-experiencing of traumatic events is a hallmark symptom of posttraumatic stress disorder (PTSD). In contrast to abstract, verbal intrusions in other affective disorders, intrusive re-experiencing in PTSD is characterized by vivid sensory details as “flashbacks”. While prevailing PTSD models largely focus on dysregulated emotional processes, we hypothesize that deficient sensory inhibition in PTSD could drive overactivation of sensory representations of trauma memories, precipitating sensory-rich intrusions of trauma. In 86 combat veterans, we examined resting-state alpha (8-12 Hz) oscillatory activity (in both power and posterior→frontal connectivity), given its key role in sensory cortical inhibition, in association with intrusive re-experiencing symptoms. A subset ( N = 35) of veterans further participated in an odor task (including both combat and non-combat odors) to assess olfactory trauma memory and emotional response. We observed a strong association between intrusive re-experiencing symptoms and attenuated resting-state posterior→frontal alpha connectivity, which were both correlated with olfactory trauma memory (but not emotional response). Importantly, olfactory trauma memory was further identified as a full mediator of the relationship between alpha connectivity and intrusive re-experiencing in these veterans, suggesting that deficits in intrinsic sensory inhibition can contribute to intrusive re-experiencing of trauma via heightened trauma memory. Therefore, by permitting unfiltered sensory cues to enter information processing and spontaneously activating sensory representations of trauma, impaired sensory inhibition can constitute a sensory mechanism of intrusive re-experiencing in PTSD. HIGHLIGHTS Alpha oscillations (indexing sensory inhibition) measured in 86 combat veterans Re-experiencing symptom severity was associated with attenuated alpha connectivity Trauma memory for, not emotional response to, odors mediated this relationship Trauma memories may arise via disinhibited activation of sensory representations Sensory systems may be novel target for intrusive re-experiencing symptom treatment


Emotion dysregulation mediates the relationship between trauma type and PTSD symptoms in a diverse trauma-exposed clinical sample

March 2019

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85 Reads

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43 Citations

Personality and Individual Differences

Background Research has explored the influence of trauma type on emotion dysregulation and the role of emotion dysregulation in posttraumatic stress disorder (PTSD). However, it remains unclear whether trauma types differentially impact emotion dysregulation, and whether this in turn contributes to elevated PTSD. The current study tested whether trauma type is related to PTSD symptoms via emotion dysregulation. Methods Trauma-exposed community members (n = 209) completed a semi-structured clinical interview and self-reported on emotion regulation, trauma exposure, PTSD symptoms, and negative affect. Results Interpersonal trauma, sexual assault in particular, is associated with greater emotion dysregulation. Furthermore, emotion dysregulation mediates the effects of trauma type on PTSD symptoms for sexual assault but not other trauma types, and effects remained significant after covarying for negative affectivity. More recent and chronic trauma was not associated with greater emotion dysregulation. Conclusions This study underscores the importance of emotion dysregulation in PTSD development and maintenance. Findings may be used for the development of interventions targeting emotion regulation as a malleable risk factor for PTSD, especially for sexual assault victims.


Negative interpretations of distress-related information: A novel assessment tool for distress tolerance

October 2018

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19 Reads

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1 Citation

Journal of Anxiety Disorders

Distress tolerance (DT), defined as the perceived and/or actual behavioral capacity to tolerate negative emotional states, is considered an important risk factor for various externalizing and internalizing disorders. Despite the importance of DT in the development and maintenance of psychopathology, few reliable and valid indicators of DT have been developed. One potentially useful way to assess DT is through interpretation bias (IB) paradigms. The current study sought to examine the convergent validity, reliability, and clinical utility of a DT-focused IB paradigm by directly measuring an individual's interpretations of distressing information. Participants completed a DT-IB task and self-report questionnaires. Results found an association between DTS self-report and an exaggerated DT-IB. Reliability analyses found the word pairings in our DT-IB task to display good internal consistency. In addition, an exaggerated DT-IB was associated with diagnostic status after covarying for negative affect and self-report DTS and DT-IB was associated with increased levels of negative affect above and beyond self-report DTS. This study is the first to identify specific interpretation biases for distress-related information. Given the transdiagnostic nature of DT and the efficacy and accessibility associated with CBM-I protocols for related constructs, the present findings add considerably to a growing body of literature.


Anxiety and feedback processing in a gambling task: Contributions of time-frequency theta and delta

May 2018

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42 Reads

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4 Citations

Biological Psychology

The feedback negativity (FN) event-related potential (ERP) is widely studied during gambling feedback tasks. However, research on FN and anxiety is minimal and the findings are mixed. To clarify these discrepancies, the current study (N = 238) used time-frequency analysis to disentangle overlapping contributions of delta (0-3 Hz) and theta (3-7 Hz) to feedback processing in a clinically anxious sample, with severity assessed through general worry and physiological arousal scales. Greater general worry showed enhanced delta- and theta-FN broadly across both gain and loss conditions, with theta-FN stronger for losses. Regressions indicated delta-FN maintained unique effects, accounted for theta, and explained the blunted time domain FN for general worry. Increased delta was also associated with physiological arousal, but the effects were accounted for by general worry. Broadly, anxiety-related alterations in feedback processing can be explained by an overall heightened sensitivity to feedback as represented by enhanced delta-FN in relation to the general worry facet of anxiety.


Predictors of insomnia symptoms and nightmares among individuals with post-traumatic stress disorder: An ecological momentary assessment study

August 2017

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86 Reads

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52 Citations

Despite the high levels of comorbidity between post-traumatic stress disorder (PTSD) and sleep disturbance, little research has examined the predictors of insomnia and nightmares in this population. The current study tested both PTSD-specific (i.e. PTSD symptoms, comorbid anxiety and depression, nightmares and fear of sleep) and insomnia-specific (i.e. dysfunctional beliefs about sleep, insomnia-related safety behaviours and daily stressors) predictors of sleep quality, efficiency and nightmares in a sample of 30 individuals with PTSD. Participants participated in ecological momentary assessment to determine how daily changes in PTSD- and insomnia-related factors lead to changes in sleep. Multi-level modelling analyses indicated that, after accounting for baseline PTSD symptom severity, PTSD-specific factors were associated with insomnia symptoms, but insomnia-specific factors were not. Only daytime PTSD symptoms and fear of sleep predicted nightmares. Both sleep- and PTSD-related factors play a role in maintaining insomnia among those with PTSD, while nightmares seem to be linked more closely with only PTSD-related factors.


Figure 1 Alpha and gamma power. (A) Power spectra averaged over occipitoparietal electrodes for each group at each state. Shaded ribbons = standard error of the mean (SEM). (B) Alpha power magnitudes at left, middle and right posterior sites. Error bars = SEM. (C) Scalp topographical maps of alpha powers, with electrodes included in posterior (occipitoparietal) sites bolded and circled. (D) eLORETA localized the source of alpha activity to the bilateral cuneus/precuneus. (E) Power spectra averaged over frontal electrodes for each group at each state. Shaded ribbons = SEM. (F) Gamma power averages at left and right frontal sites. Error bars = SEM. (G) Scalp topographical maps of gamma powers, with frontal electrodes bolded and circled. (H) eLORETA localized the source of gamma activity to the bilateral prefrontal cortex, including superior frontal gyrus and dorsal anterior cingulate cortex. * P 5 0.05; ** P 5 0.01. HC = healthy controls. 
Table 1 Participant demographics
Figure 2 Granger causality. (A) S-RS/M-RS: Reduction in right hemisphere posterior!frontal and frontal!posterior alpha causality in PTSD (versus GAD/healthy controls). (B) Average Granger causality values for both directions in both hemispheres. BU = bottom-up; TD = top-down. Error bars = SEM. * P 5 0.05; ** P 5 0.01; *** P 5 0.005; † P 5 0.1. 
Figure 3 Correlation analyses. (A) Correlations across alpha/gamma powers and Granger causality. Pearson r's for pairwise correlations in both states (S-RS/M-RS). Solid black lines indicate significant correlations in both states; the solid grey line indicates correlation in M-RS only (r = 0.35). Dashed grey lines indicate non-significant correlations in either state. (B) Correlations between bottom-up Granger causality and severity in hypervigilance and difficulty in impulse control (correlations remained significant after co-varying out substance use). BU = bottom-up; TD = top-down. * P 5 0.05; ** P 5 0.01; *** P 5 0.005. 
Figure 4 Schematic presentation of a sensory hypothesis of PTSD. A vicious cycle in action during resting state, entailing (i) sensory hyperactivity; (ii) deficient bottom-up (BU), sensory inhibition; (iii) frontal overload (due to sensory overflow); and (iv) deficient top-down (TD), executive inhibition and regulation.
Restless 'rest': Intrinsic sensory hyperactivity and disinhibition in post-traumatic stress disorder

June 2017

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540 Reads

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102 Citations

Brain

Post-traumatic stress disorder is characterized by exaggerated threat response, and theoretical accounts to date have focused on impaired threat processing and dysregulated prefrontal-cortex-amygdala circuitry. Nevertheless, evidence is accruing for broad, threat-neutral sensory hyperactivity in post-traumatic stress disorder. As low-level, sensory processing impacts higher-order operations, such sensory anomalies can contribute to widespread dysfunctions, presenting an additional aetiological mechanism for post-traumatic stress disorder. To elucidate a sensory pathology of post-traumatic stress disorder, we examined intrinsic visual cortical activity (based on posterior alpha oscillations) and bottom-up sensory-driven causal connectivity (Granger causality in the alpha band) during a resting state (eyes open) and a passive, serial picture viewing state. Compared to patients with generalized anxiety disorder (n = 24) and healthy control subjects (n = 20), patients with post-traumatic stress disorder (n = 25) demonstrated intrinsic sensory hyperactivity (suppressed posterior alpha power, source-localized to the visual cortex-cuneus and precuneus) and bottom-up inhibition deficits (reduced posterior→frontal Granger causality). As sensory input increased from resting to passive picture viewing, patients with post-traumatic stress disorder failed to demonstrate alpha adaptation, highlighting a rigid, set mode of sensory hyperactivity. Interestingly, patients with post-traumatic stress disorder also showed heightened frontal processing (augmented frontal gamma power, source-localized to the superior frontal gyrus and dorsal cingulate cortex), accompanied by attenuated top-down inhibition (reduced frontal→posterior causality). Importantly, not only did suppressed alpha power and bottom-up causality correlate with heightened frontal gamma power, they also correlated with increased severity of sensory and executive dysfunctions (i.e. hypervigilance and impulse control deficits, respectively). Therefore, sensory aberrations help construct a vicious cycle in post-traumatic stress disorder that is in action even at rest, implicating dysregulated triangular sensory-prefrontal-cortex-amygdala circuitry: intrinsic sensory hyperactivity and disinhibition give rise to frontal overload and disrupt executive control, fuelling and perpetuating post-traumatic stress disorder symptoms. Absent in generalized anxiety disorder, these aberrations highlight a unique sensory pathology of post-traumatic stress disorder (ruling out effects merely reflecting anxious hyperarousal), motivating new interventions targeting sensory processing and the sensory brain in these patients.

Citations (6)


... Significant differences in the theta band activity were found in the right temporal and frontal lobes (Todder et al., 2012) and in parietal sites (Marshall et al. 2004) between traumatized individuals and controls, while P2, P3-family event-related potentials (ERPs), showed also potential as EEG biomarkers of PTSD severity (Lobo et al., 2015). Moreover, research on functional brain networks in PTSD suggests that there is a relationship between alpha oscillations and the default mode network (DMN) in PTSD and revealed dysrhythmia and attenuated alpha power in the visual cortex and key hubs of the DMN, deficit that correlated with hypervigilance symptoms (Clancy et al., 2020;Clancy et al., 2019). These findings collectively suggest that specific EEG patterns, such as alpha power or asymmetry, theta band activity, and ERPs, may be associated with PTSD and could serve as potential biomarkers for diagnosis and severity assessment and to guide NFB intervention. ...

Reference:

Increasing Value and Reducing Waste of Research on Neurofeedback Effects in Post-traumatic Stress Disorder: A State-of-the-Art-Review
Posttraumatic stress disorder is associated with alpha dysrhythmia across the visual cortex and the default mode network

... They concluded that personal trauma is not uniformly related to worse outcomes and that more work is needed to understand how service provider trauma affects patient interactions. Specifically, we need to know when such a history is helpful, likely when one has recovered from one's own trauma, and when it is not, likely when one still has significant unresolved trauma (Bell, 2003) because of difficulties regulating emotions (Raudales et al., 2019(Raudales et al., , 2022. ...

Emotion dysregulation mediates the relationship between trauma type and PTSD symptoms in a diverse trauma-exposed clinical sample
  • Citing Article
  • March 2019

Personality and Individual Differences

... Negative narratives, such as insecure, excited, and disillusioned, carry the risk of normalizing negative expectations over a longer period of time. Believing processes with negative emotional loading including strategies such as aggression, escape, or avoidance, could expose the body and mind to sustained and increase allostatic load and therefore lead to elevated distress [46]. Thus, credition with negative emotional loading was associated with increased psychological symptoms, depression, and increased global distress in this study. ...

Negative interpretations of distress-related information: A novel assessment tool for distress tolerance
  • Citing Article
  • October 2018

Journal of Anxiety Disorders

... Medial frontal theta ERPs (i.e., ERN,FN,& N2) are consistently shown to reflect activity in ACC, and are generally enhanced in relation to various measures of anxiety (Banica et al., 2020;Cavanagh & Shackman, 2015;Ellis, Watts, Schmidt, & Bernat, 2018;Hajcak and Olven, 2008;Meyer et al. 2015;Moser et al. 2013;Mueller et al., 2015;Osinsky et al., 2017). However, while extensive implicates ACC in prediction of treatment response, medial frontal theta ERPs have not been evaluated as predictors of treatment response. ...

Anxiety and feedback processing in a gambling task: Contributions of time-frequency theta and delta
  • Citing Article
  • May 2018

Biological Psychology

... Items assessed the following symptoms: unwanted memories, cued psychological distress, cued physical reactions, internal avoidance, external avoidance, social detachment, difficulty experiencing positive emotions, hyperarousal, feeling jumpy, and difficulty concentrating. These items were selected based on the strength of item loadings on their respective symptom clusters, and PTSD-related sleep items were excluded (Short et al., 2018). Participants reported symptoms using a Likert-type scale ranging from 0 (not at all) to 4 (extremely). ...

Predictors of insomnia symptoms and nightmares among individuals with post-traumatic stress disorder: An ecological momentary assessment study
  • Citing Article
  • August 2017

... These findings are consistent with recent neuroimaging and electrophysiological studies showing altered sensory processing in PTSD, including disrupted early visual and midbrain activity during trauma cue exposure 21,22 . Evidence of visual cortical hyperactivity and aberrant oscillatory dynamics further supports the idea that trauma-related sensory input is processed differently from very early stages of [23][24][25][26] . This insight has important implications for both assessment and treatment approaches, emphasizing the need to enhance perceptual processing of contextual information in competition with dominant trauma-related cues. ...

Restless 'rest': Intrinsic sensory hyperactivity and disinhibition in post-traumatic stress disorder

Brain