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Li M, Yan Y, Jia H, Gao Y, Qiu J, Yang W. Neural basis underlying the association between thought control ability and happiness: The moderating role of the amygdala. Psych J 2024; 13:625-638. [PMID: 38450574 DOI: 10.1002/pchj.741] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2023] [Accepted: 01/19/2024] [Indexed: 03/08/2024]
Abstract
Thought control ability (TCA) plays an important role in individuals' health and happiness. Previous studies demonstrated that TCA was closely conceptually associated with happiness. However, empirical research supporting this relationship was limited. In addition, the neural basis underlying TCA and how this neural basis influences the relationship between TCA and happiness remain unexplored. In the present study, the voxel-based morphometry (VBM) method was adopted to investigate the neuroanatomical basis of TCA in 314 healthy subjects. The behavioral results revealed a significant positive association between TCA and happiness. On the neural level, there was a significant negative correlation between TCA and the gray matter density (GMD) of the bilateral amygdala. Split-half validation analysis revealed similar results, further confirming the stability of the VBM analysis findings. Furthermore, gray matter covariance network and graph theoretical analyses showed positive association between TCA and both the node degree and node strength of the amygdala. Moderation analysis revealed that the GMD of the amygdala moderated the relationship between TCA and happiness. Specifically, the positive association between TCA and self-perceived happiness was stronger in subjects with a lower GMD of the amygdala. The present study indicated the neural basis underlying the association between TCA and happiness and offered a method of improving individual well-being.
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Affiliation(s)
- Min Li
- Key Laboratory of Cognition and Personality (SWU), Ministry of Education, Chongqing, China
- Faculty of Psychology, Southwest University (SWU), Chongqing, China
| | - Yuchi Yan
- Key Laboratory of Cognition and Personality (SWU), Ministry of Education, Chongqing, China
- Faculty of Psychology, Southwest University (SWU), Chongqing, China
| | - Hui Jia
- Key Laboratory of Cognition and Personality (SWU), Ministry of Education, Chongqing, China
- Faculty of Psychology, Southwest University (SWU), Chongqing, China
| | - Yixin Gao
- Key Laboratory of Cognition and Personality (SWU), Ministry of Education, Chongqing, China
- Faculty of Psychology, Southwest University (SWU), Chongqing, China
| | - Jiang Qiu
- Key Laboratory of Cognition and Personality (SWU), Ministry of Education, Chongqing, China
- Faculty of Psychology, Southwest University (SWU), Chongqing, China
| | - Wenjing Yang
- Key Laboratory of Cognition and Personality (SWU), Ministry of Education, Chongqing, China
- Faculty of Psychology, Southwest University (SWU), Chongqing, China
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Neuroanatomical Correlates of Perceived Stress Controllability in Adolescents and Emerging Adults. COGNITIVE, AFFECTIVE & BEHAVIORAL NEUROSCIENCE 2022; 22:655-671. [PMID: 35091987 PMCID: PMC9308625 DOI: 10.3758/s13415-022-00985-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 01/06/2022] [Indexed: 11/08/2022]
Abstract
Stressful life events predict changes in brain structure and increases in psychopathology, but not everyone is equally affected by life stress. The learned helplessness theory posits that perceiving life stressors as uncontrollable leads to depression. Evidence supports this theory for youth, but the impact of perceived control diverges based on stressor type: perceived lack of control over dependent (self-generated) stressors is associated with greater depression symptoms when controlling for the frequency of stress exposure, but perceived control over independent (non-self-generated) stressors is not. However, it is unknown how perceived control over these stressor types is associated with brain structure. We tested whether perceived lack of control over dependent and independent life stressors, controlling for stressor exposure, is associated with gray matter (GM) in a priori regions of interest (ROIs; mPFC, hippocampus, amygdala) and across the cortex in a sample of 108 adolescents and emerging adults ages 14-22. There were no associations across the full sample between perceived control over either stressor type and GM in the ROIs. However, less perceived control over dependent stressors was associated with greater amygdala gray matter volume in female youth and greater medial prefrontal cortex thickness in male youth. Furthermore, whole-cortex analyses revealed less perceived control over dependent stressors was associated with greater GM thickness in cortical regions involved in cognitive and emotional regulation. Thus, appraisals of control have distinct associations with brain morphology while controlling for stressor frequency, highlighting the importance of differentiating between these aspects of the stress experience in future research.
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Mattera A, Cavallo A, Granato G, Baldassarre G, Pagani M. A Biologically Inspired Neural Network Model to Gain Insight Into the Mechanisms of Post-Traumatic Stress Disorder and Eye Movement Desensitization and Reprocessing Therapy. Front Psychol 2022; 13:944838. [PMID: 35911047 PMCID: PMC9326218 DOI: 10.3389/fpsyg.2022.944838] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2022] [Accepted: 06/06/2022] [Indexed: 01/09/2023] Open
Abstract
Eye movement desensitization and reprocessing (EMDR) therapy is a well-established therapeutic method to treat post-traumatic stress disorder (PTSD). However, how EMDR exerts its therapeutic action has been studied in many types of research but still needs to be completely understood. This is in part due to limited knowledge of the neurobiological mechanisms underlying EMDR, and in part to our incomplete understanding of PTSD. In order to model PTSD, we used a biologically inspired computational model based on firing rate units, encompassing the cortex, hippocampus, and amygdala. Through the modulation of its parameters, we fitted real data from patients treated with EMDR or classical exposure therapy. This allowed us to gain insights into PTSD mechanisms and to investigate how EMDR achieves trauma remission.
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Bell C, Moot W, Porter R, Frampton C, Mcintosh V, Purnell M, Smith R, Douglas K. Examining the long-term cognitive effects of exposure to the Canterbury earthquakes in a resilient cohort. BJPsych Open 2022; 8:e114. [PMID: 35703099 PMCID: PMC9230545 DOI: 10.1192/bjo.2022.512] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
BACKGROUND Although most people do not develop mental health disorders after exposure to traumatic events, they may experience subtle changes in cognitive functioning. We previously reported that 2-3 years after the Canterbury earthquake sequence, a group of trauma-exposed people, who identified as resilient, performed less well on tests of spatial memory, had increased accuracy identifying facial emotions and misclassified neutral facial expressions to threat-related emotions, compared with non-exposed controls. AIMS The current study aimed to examine the long-term cognitive effects of exposure to the earthquakes in this resilient group, compared with a matched non-exposed control group. METHOD At 8-9 years after the Canterbury earthquake sequence, 57 earthquake-exposed resilient (69% female, mean age 56.8 years) and 60 non-exposed individuals (63% female, mean age 55.7 years) completed a cognitive testing battery that assessed verbal and visuospatial learning and memory, executive functioning, psychomotor speed, sustained attention and social cognition. RESULTS With the exception of a measure of working memory (Digit Span Forward), no significant differences were found in performance between the earthquake-exposed resilient and non-exposed groups on the cognitive tasks. Examination of changes in cognitive functioning over time in a subset (55%) of the original earthquake-exposed resilient group found improvement in visuospatial performance and slowing of reaction times to negative emotions. CONCLUSIONS These findings offer preliminary evidence to suggest that changes in cognitive functioning and emotion processing in earthquake-exposed resilient people may be state-dependent and related to exposure to continued threat in the environment, which improves when the threat resolves.
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Affiliation(s)
- Caroline Bell
- Department of Psychological Medicine, University of Otago, New Zealand
| | - Will Moot
- Department of Psychological Medicine, University of Otago, New Zealand
| | - Richard Porter
- Department of Psychological Medicine, University of Otago, New Zealand
| | - Chris Frampton
- Department of Psychological Medicine, University of Otago, New Zealand
| | | | - Melissa Purnell
- Department of Psychological Medicine, University of Otago, New Zealand
| | | | - Katie Douglas
- Department of Psychological Medicine, University of Otago, New Zealand
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Saba T, Rehman A, Shahzad MN, Latif R, Bahaj SA, Alyami J. Machine learning for post-traumatic stress disorder identification utilizing resting-state functional magnetic resonance imaging. Microsc Res Tech 2022; 85:2083-2094. [PMID: 35088496 DOI: 10.1002/jemt.24065] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/25/2020] [Revised: 12/14/2021] [Accepted: 01/01/2022] [Indexed: 01/13/2023]
Abstract
Early detection of post-traumatic stress disorder (PTSD) is essential for proper treatment of the patients to recover from this disorder. The aligned purpose of this study was to investigate the performance deviations in regions of interest (ROI) of PTSD than the healthy brain regions, to assess interregional functional connectivity and applications of machine learning techniques to identify PTSD and healthy control using resting-state functional magnetic resonance imaging (rs-fMRI). The rs-fMRI data of 10 ROI was extracted from 14 approved PTSD subjects and 14 healthy controls. The rs-fMRI data of the selected ROI were used in ANOVA to measure performance level and Pearson's correlation to investigate the interregional functional connectivity in PTSD brains. In machine learning approaches, the logistic regression, K-nearest neighbor (KNN), support vector machine (SVM) with linear, radial basis function, and polynomial kernels were used to classify the PTSD and control subjects. The performance level in brain regions of PTSD deviated as compared to the regions in the healthy brain. In addition, significant positive or negative functional connectivity was observed among ROI in PTSD brains. The rs-fMRI data have been distributed in training, validation, and testing group for maturity, implementation of machine learning techniques. The KNN and SVM with radial basis function kernel were outperformed for classification among other methods with high accuracies (96.6%, 94.8%, 98.5%) and (93.7%, 95.2%, 99.2%) to train, validate, and test datasets, respectively. The study's findings may provide a guideline to observe performance and functional connectivity of the brain regions in PTSD and to discriminate PTSD subject using only the suggested algorithms.
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Affiliation(s)
- Tanzila Saba
- Artificial Intelligence & Data Analytics Lab (AIDA), CCIS, Prince Sultan University, Riyadh, 11586, Saudi Arabia
| | - Amjad Rehman
- Artificial Intelligence & Data Analytics Lab (AIDA), CCIS, Prince Sultan University, Riyadh, 11586, Saudi Arabia
| | | | - Rabia Latif
- Artificial Intelligence & Data Analytics Lab (AIDA), CCIS, Prince Sultan University, Riyadh, 11586, Saudi Arabia
| | - Saeed Ali Bahaj
- MIS Department College of Business Administration, Prince Sattam bin Abdulaziz University, Alkharj, 11942, Saudi Arabia
| | - Jaber Alyami
- Department of Diagnostic Radiology, Faculty of Applied Medical Science, King Abdulaziz University, Jeddah, 21589, Saudi Arabia.,Imaging Unit, King Fahd Medical Research Center, King Abdulaziz University, Jeddah, 21589, Saudi Arabia
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Alyan E, Saad NM, Kamel N. Effects of Workstation Type on Mental Stress: FNIRS Study. HUMAN FACTORS 2021; 63:1230-1255. [PMID: 32286888 DOI: 10.1177/0018720820913173] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Abstract
OBJECTIVE The purpose of this study is to examine the effect of the workstation type on the severity of mental stress by means of measuring prefrontal cortex (PFC) activation using functional near-infrared spectroscopy. BACKGROUND Workstation type is known to influence worker's health and performance. Despite the practical implications of ergonomic workstations, limited information is available regarding their impact on brain activity and executive functions. METHOD Ten healthy participants performed a Montreal imaging stress task (MIST) in ergonomic and nonergonomic workstations to investigate their effects on the severity of the induced mental stress. RESULTS Cortical hemodynamic changes in the PFC were observed during the MIST in both the ergonomic and nonergonomic workstations. However, the ergonomic workstation exhibited improved MIST performance, which was positively correlated with the cortical activation on the right ventrolateral and the left dorsolateral PFC, as well as a marked decrease in salivary alpha-amylase activity compared with that of the nonergonomic workstation. Further analysis using the NASA Task Load Index revealed a higher weighted workload score in the nonergonomic workstation than that in the ergonomic workstation. CONCLUSION The findings suggest that ergonomic workstations could significantly improve cognitive functioning and human capabilities at work compared to a nonergonomic workstation. APPLICATION Such a study could provide critical information on workstation design and development of mental stress that can be overlooked during traditional workstation design and mental stress assessments.
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Affiliation(s)
- Emad Alyan
- 61772 Universiti Teknologi PETRONAS, Seri Iskandar, Malaysia
| | - Naufal M Saad
- 61772 Universiti Teknologi PETRONAS, Seri Iskandar, Malaysia
| | - Nidal Kamel
- 61772 Universiti Teknologi PETRONAS, Seri Iskandar, Malaysia
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Bruno F, Splendiani A, Tommasino E, Conson M, Quarantelli M, Saporito G, Carolei A, Sacco S, Di Cesare E, Barile A, Masciocchi C, Pistoia F. Multimodal MRI Assessment of Thalamic Structural Changes in Earthquake Survivors. Diagnostics (Basel) 2021; 11:diagnostics11010070. [PMID: 33406665 PMCID: PMC7824088 DOI: 10.3390/diagnostics11010070] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2020] [Revised: 12/20/2020] [Accepted: 12/28/2020] [Indexed: 12/27/2022] Open
Abstract
Moving from the central role of the thalamus in the integration of inner and external stimuli and in the implementation of a stress-related response, the objective of the present study was to investigate the presence of any MRI structural and volumetric changes of the thalamic structures in earthquake witnesses. Forty-one subjects were included, namely 18 university students belonging to the experimental earthquake-exposed group (8 males and 10 females, mean age 24.5 ± 1.8 years) and a control group of 23 students not living in any earthquake-affected areas at the time of the earthquake (14 males and 9 females, mean age 23.7 ± 2.0 years). Instrumental MRI evaluation was performed using a 3-Tesla scanner, by acquiring a three-dimensional fast spoiled gradient-echo (FSPGR) sequence for volumetric analysis and an EPI (echoplanar imaging) sequence to extract fractional anisotropy (FA) and apparent diffusion coefficient (ADC) values. As compared to the control one, the experimental group showed significantly lower gray matter volume in the mediodorsal nucleus of the left thalamus (p < 0.001). The dominant hemisphere thalamus in the experimental group showed higher mean ADC values and lower mean FA values as compared to the control group.
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Affiliation(s)
- Federico Bruno
- Department of Biotechnology and Applied Clinical Sciences, University of L’Aquila, 67100 L’Aquila, Italy; (A.S.); (E.T.); (G.S.); (A.C.); (S.S.); (E.D.C.); (A.B.); (C.M.); (F.P.)
- Correspondence:
| | - Alessandra Splendiani
- Department of Biotechnology and Applied Clinical Sciences, University of L’Aquila, 67100 L’Aquila, Italy; (A.S.); (E.T.); (G.S.); (A.C.); (S.S.); (E.D.C.); (A.B.); (C.M.); (F.P.)
| | - Emanuele Tommasino
- Department of Biotechnology and Applied Clinical Sciences, University of L’Aquila, 67100 L’Aquila, Italy; (A.S.); (E.T.); (G.S.); (A.C.); (S.S.); (E.D.C.); (A.B.); (C.M.); (F.P.)
| | - Massimiliano Conson
- Laboratory of Developmental Neuropsychology, Department of Psychology, University of Campania Luigi Vanvitelli, 81100 Caserta, Italy;
| | - Mario Quarantelli
- Institute of Biostructure and Bioimaging, National Research Council, 80100 Naples, Italy;
| | - Gennaro Saporito
- Department of Biotechnology and Applied Clinical Sciences, University of L’Aquila, 67100 L’Aquila, Italy; (A.S.); (E.T.); (G.S.); (A.C.); (S.S.); (E.D.C.); (A.B.); (C.M.); (F.P.)
| | - Antonio Carolei
- Department of Biotechnology and Applied Clinical Sciences, University of L’Aquila, 67100 L’Aquila, Italy; (A.S.); (E.T.); (G.S.); (A.C.); (S.S.); (E.D.C.); (A.B.); (C.M.); (F.P.)
| | - Simona Sacco
- Department of Biotechnology and Applied Clinical Sciences, University of L’Aquila, 67100 L’Aquila, Italy; (A.S.); (E.T.); (G.S.); (A.C.); (S.S.); (E.D.C.); (A.B.); (C.M.); (F.P.)
| | - Ernesto Di Cesare
- Department of Biotechnology and Applied Clinical Sciences, University of L’Aquila, 67100 L’Aquila, Italy; (A.S.); (E.T.); (G.S.); (A.C.); (S.S.); (E.D.C.); (A.B.); (C.M.); (F.P.)
| | - Antonio Barile
- Department of Biotechnology and Applied Clinical Sciences, University of L’Aquila, 67100 L’Aquila, Italy; (A.S.); (E.T.); (G.S.); (A.C.); (S.S.); (E.D.C.); (A.B.); (C.M.); (F.P.)
| | - Carlo Masciocchi
- Department of Biotechnology and Applied Clinical Sciences, University of L’Aquila, 67100 L’Aquila, Italy; (A.S.); (E.T.); (G.S.); (A.C.); (S.S.); (E.D.C.); (A.B.); (C.M.); (F.P.)
| | - Francesca Pistoia
- Department of Biotechnology and Applied Clinical Sciences, University of L’Aquila, 67100 L’Aquila, Italy; (A.S.); (E.T.); (G.S.); (A.C.); (S.S.); (E.D.C.); (A.B.); (C.M.); (F.P.)
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Fitzgerald JM, Belleau EL, Miskovich TA, Pedersen WS, Larson CL. Multi-voxel pattern analysis of amygdala functional connectivity at rest predicts variability in posttraumatic stress severity. Brain Behav 2020; 10:e01707. [PMID: 32525273 PMCID: PMC7428479 DOI: 10.1002/brb3.1707] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/05/2019] [Revised: 04/16/2020] [Accepted: 05/15/2020] [Indexed: 12/22/2022] Open
Abstract
INTRODUCTION Resting state functional magnetic resonance imaging (rsfMRI) studies demonstrate that individuals with posttraumatic stress disorder (PTSD) exhibit atypical functional connectivity (FC) between the amygdala, involved in the generation of emotion, and regions responsible for emotional appraisal (e.g., insula, orbitofrontal cortex [OFC]) and regulation (prefrontal cortex [PFC], anterior cingulate cortex). Consequently, atypical amygdala FC within an emotional processing and regulation network may be a defining feature of PTSD, although altered FC does not seem constrained to one brain region. Instead, altered amygdala FC involves a large, distributed brain network in those with PTSD. The present study used a machine-learning data-driven approach, multi-voxel pattern analysis (MVPA), to predict PTSD severity based on whole-brain patterns of amygdala FC. METHODS Trauma-exposed adults (N = 90) completed the PTSD Checklist-Civilian Version to assess symptoms and a 5-min rsfMRI. Whole-brain FC values to bilateral amygdala were extracted and used in a relevance vector regression analysis with a leave-one-out approach for cross-validation with permutation testing (1,000) to obtain significance values. RESULTS Results demonstrated that amygdala FC predicted PCL-C scores with statistically significant accuracy (r = .46, p = .001; mean sum of squares = 130.46, p = .001; R2 = 0.21, p = .001). Prediction was based on whole-brain amygdala FC, although regions that informed prediction (top 10%) included the OFC, amygdala, and dorsolateral PFC. CONCLUSION Findings demonstrate the utility of MVPA based on amygdala FC to predict individual severity of PTSD symptoms and that amygdala FC within a fear acquisition and regulation network contributed to accurate prediction.
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Affiliation(s)
| | - Emily L Belleau
- Department of Psychiatry, McLean Hospital, Belmont, MA, USA.,Harvard Medical School, Boston, MA, USA
| | | | - Walker S Pedersen
- Center for Healthy Minds, University of Wisconsin-Madison, Madison, WI, USA
| | - Christine L Larson
- Department of Psychology, University of Wisconsin-Milwaukee, Milwaukee, WI, USA
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Franz CE, Hatton SN, Hauger RL, Kredlow MA, Dale AM, Eyler L, McEvoy LK, Fennema-Notestine C, Hagler D, Jacobson KC, McKenzie RE, Panizzon MS, Gustavson DE, Xian H, Toomey R, Beck A, Stevens S, Tu X, Lyons MJ, Kremen WS. Posttraumatic stress symptom persistence across 24 years: association with brain structures. Brain Imaging Behav 2020; 14:1208-1220. [PMID: 30830577 PMCID: PMC6722032 DOI: 10.1007/s11682-019-00059-x] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/30/2023]
Abstract
Posttraumatic stress disorder (PTSD) is known to persist, eliciting early medical co-morbidity, and accelerated aging. Although PTSD diagnosis has been found to be associated with smaller volume in multiple brain regions, posttraumatic stress (PTS) symptoms and their associations with brain morphometry are rarely assessed over long periods of time. We predicted that persistent PTS symptoms across ~24 years would be inversely associated with hippocampal, amygdala, anterior cingulate volumes, and hippocampal occupancy (HOC = hippocampal volume/[hippocampal volume + inferior lateral ventricle volume]) in late middle age. Exploratory analyses examined prefrontal regions. We assessed PTS symptoms in 247 men at average ages 38 (time 1) and 62 (time 2). All were trauma-exposed prior to time 1. Brain volumes were assessed at time 2 using 3 T structural magnetic resonance imaging. Symptoms were correlated over time (r = 0.46 p < .0001). Higher PTS symptoms averaged over time and symptoms at time 1 were both associated with lower hippocampal, amygdala, rostral middle frontal gyrus (MFG), and medial orbitofrontal cortex (OFC) volumes, and a lower HOC ratio at time 2. Increased PTS symptomatology from time 1 to time 2 was associated with smaller hippocampal volume. Results for hippocampal, rostral MFG and medial OFC remained significant after omitting individuals above the threshold for PTSD diagnosis. Even at sub-diagnostic threshold levels, PTS symptoms were present decades after trauma exposure in parallel with highly correlated structural deficits in brain regions regulating stress responsivity and adaptation.
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Affiliation(s)
- Carol E Franz
- Department of Psychiatry MC 0738, University of California San Diego, La Jolla, CA, 92093, USA.
| | - Sean N Hatton
- Department of Psychiatry MC 0738, University of California San Diego, La Jolla, CA, 92093, USA
- Department of Radiology, University of California San Diego, La Jolla, CA, 92093, USA
| | - Richard L Hauger
- Department of Psychiatry MC 0738, University of California San Diego, La Jolla, CA, 92093, USA
- Center of Excellence for Stress and Mental Health, VA San Diego Healthcare System, La Jolla, CA, 92093, USA
| | - M Alexandra Kredlow
- Department of Psychological and Brain Sciences, Boston University, Boston, MA, 02215, USA
| | - Anders M Dale
- Department of Radiology, University of California San Diego, La Jolla, CA, 92093, USA
| | - Lisa Eyler
- Department of Psychiatry MC 0738, University of California San Diego, La Jolla, CA, 92093, USA
| | - Linda K McEvoy
- Department of Radiology, University of California San Diego, La Jolla, CA, 92093, USA
| | - Christine Fennema-Notestine
- Department of Psychiatry MC 0738, University of California San Diego, La Jolla, CA, 92093, USA
- Department of Radiology, University of California San Diego, La Jolla, CA, 92093, USA
| | - Donald Hagler
- Department of Radiology, University of California San Diego, La Jolla, CA, 92093, USA
| | - Kristen C Jacobson
- Department of Psychiatry & Behavioral Neuroscience, University of Chicago, Chicago, IL, 60637, USA
| | - Ruth E McKenzie
- Department of Psychological and Brain Sciences, Boston University, Boston, MA, 02215, USA
| | - Matthew S Panizzon
- Department of Psychiatry MC 0738, University of California San Diego, La Jolla, CA, 92093, USA
| | - Daniel E Gustavson
- Department of Psychiatry MC 0738, University of California San Diego, La Jolla, CA, 92093, USA
| | - Hong Xian
- Department of Epidemiology and Biostatistics, St Louis University, St Louis, MO, 60134, USA
| | - Rosemary Toomey
- Department of Psychological and Brain Sciences, Boston University, Boston, MA, 02215, USA
| | - Asad Beck
- Department of Psychology, San Diego State University, San Diego, CA, 92182, USA
| | - Samantha Stevens
- Department of Psychiatry MC 0738, University of California San Diego, La Jolla, CA, 92093, USA
| | - Xin Tu
- Department of Family Medicine and Public Health, University of California San Diego, La Jolla, CA, 92093, USA
| | - Michael J Lyons
- Department of Psychological and Brain Sciences, Boston University, Boston, MA, 02215, USA
| | - William S Kremen
- Department of Psychiatry MC 0738, University of California San Diego, La Jolla, CA, 92093, USA
- Center of Excellence for Stress and Mental Health, VA San Diego Healthcare System, La Jolla, CA, 92093, USA
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Le TP, Fedechko TL, Cohen AS, Allred S, Pham C, Lewis S, Barkus E. Stress and cognitive biases in schizotypy: A two-site study of bias
against disconfirmatory evidence and jumping to conclusions. Eur Psychiatry 2020; 62:20-27. [DOI: 10.1016/j.eurpsy.2019.08.006] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/10/2019] [Revised: 08/17/2019] [Accepted: 08/26/2019] [Indexed: 12/29/2022] Open
Abstract
Abstract
The dysfunctional cognitive and reasoning biases which underpin
psychotic symptoms are likely to present prior to the onset of a diagnosable
disorder and should therefore be detectable along the psychosis continuum in
individuals with schizotypal traits. Two reasoning biases, Bias Against
Disconfirmatory Evidence (BADE) and Jumping to Conclusions (JTC), describe
how information is selected and weighed under conditions of uncertainty
during decision making. It is likely that states such as elevated stress
exacerbates JTC and BADE in individuals with high schizotypal traits
vulnerable to displaying these information gathering styles. Therefore, we
evaluated whether stress and schizotypy interacted to predict these
reasoning biases using separate samples from the US (JTC) and England
(BADE). Generally speaking, schizotypal traits and stress were not
independently associated with dysfunctional reasoning biases. However,
across both studies, the interaction between schizotypy traits and stress
significantly predicted reasoning biases such that increased stress was
associated with increased reasoning biases, but only for individuals low in
schizotypal traits. These patterns were observed for positive schizotypal
traits (in both samples), for negative traits (in the England sample only),
but not for disorganization traits. For both samples, our findings suggest
that the presence of states such as stress is associated with, though not
necessarily dysfunctional, reasoning biases in individuals with low
schizotypy. These reasoning biases seemed, in some ways, relatively
immutable to stress in individuals endorsing high levels of positive
schizotypal traits.
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Douglas KM, Groves S, Porter RJ, Jordan J, Wilson L, Melzer TR, Wise RG, Bisson JI, Bell CJ. Traumatic imagery following glucocorticoid administration in earthquake-related post-traumatic stress disorder: A preliminary functional magnetic resonance imaging study. Aust N Z J Psychiatry 2019; 53:1167-1178. [PMID: 31146540 DOI: 10.1177/0004867419851860] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
OBJECTIVE Post-traumatic stress disorder involves excessive retrieval of traumatic memories. Glucocorticoids impair declarative memory retrieval. This preliminary study examined the effect of acute hydrocortisone administration on brain activation in individuals with earthquake-related post-traumatic stress disorder compared with earthquake-exposed healthy individuals, during retrieval of traumatic memories. METHOD Participants exposed to earthquakes with (n = 11) and without post-traumatic stress disorder (n = 11) underwent two functional magnetic resonance imaging scans, 1-week apart, in a double-blind, placebo-controlled, counter-balanced design. On one occasion, they received oral hydrocortisone (20 mg), and on the other, placebo, 1 hour before scanning. Symptom provocation involved script-driven imagery (traumatic and neutral scripts) and measures of self-reported anxiety. RESULTS Arterial spin labelling showed that both post-traumatic stress disorder and trauma-exposed controls had significantly reduced cerebral blood flow in response to retrieval of traumatic versus neutral memories in the right hippocampus, parahippocampal gyrus, calcarine sulcus, middle and superior temporal gyrus, posterior cingulate, Heschl's gyrus, inferior parietal lobule, angular gyrus, middle occipital gyrus, supramarginal gyrus, lingual gyrus and cuneus, and the left prefrontal cortex. Hydrocortisone resulted in non-significant trends of increasing subjective distress and reduced regional cerebral blood flow in the left inferior frontal gyrus, left anterior cingulate gyrus, middle temporal gyrus, cerebellum, postcentral gyrus and right frontal pole, during the trauma script. CONCLUSION Findings do not fit with some aspects of the accepted neurocircuitry model of post-traumatic stress disorder, i.e., failure of the medial prefrontal cortex to quieten hyperresponsive amygdala activity, and the potential therapeutic benefits of hydrocortisone. They do, however, provide further evidence that exposure to earthquake trauma, regardless of whether post-traumatic stress disorder eventuates, impacts brain activity and highlights the importance of inclusion of trauma-exposed comparisons in studies of post-traumatic stress disorder.
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Affiliation(s)
- Katie M Douglas
- Department of Psychological Medicine, University of Otago, Christchurch, Christchurch, New Zealand
| | - Samantha Groves
- Department of Psychological Medicine, University of Otago, Christchurch, Christchurch, New Zealand.,New Zealand Brain Research Institute, Christchurch, New Zealand.,Department of Medicine, University of Otago, Christchurch, Christchurch, New Zealand
| | - Richard J Porter
- Department of Psychological Medicine, University of Otago, Christchurch, Christchurch, New Zealand
| | - Jenny Jordan
- Department of Psychological Medicine, University of Otago, Christchurch, Christchurch, New Zealand
| | - Lynere Wilson
- Department of Psychological Medicine, University of Otago, Christchurch, Christchurch, New Zealand
| | - Tracy R Melzer
- New Zealand Brain Research Institute, Christchurch, New Zealand.,Department of Medicine, University of Otago, Christchurch, Christchurch, New Zealand
| | - Richard G Wise
- Brain Research Imaging Centre, School of Psychology, Cardiff University, Cardiff
| | | | - Caroline J Bell
- Department of Psychological Medicine, University of Otago, Christchurch, Christchurch, New Zealand
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Affiliation(s)
- Jo Mildenhall
- Doctoral Research Student, Manchester Metropolitan University; and Paramedic Team Leader, South Central Ambulance Service NHS Trust, Newbury Ambulance Station
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13
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Bell CJ, Frampton CM, Colhoun HC, Douglas KM, McIntosh VV, Carter FA, Jordan J, Carter JD, Smith RA, Marie LM, Loughlin A, Porter RJ. Earthquake brain: Impairment of spatial memory following long-term earthquake-related stress. Aust N Z J Psychiatry 2019; 53:37-47. [PMID: 30052053 DOI: 10.1177/0004867418789498] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
OBJECTIVES The primary aim of this study was to investigate neuropsychological function in patients with earthquake-related posttraumatic stress disorder, compared with earthquake-exposed but resilient controls. We hypothesised that individuals with posttraumatic stress disorder would have poorer neuropsychological performance on tests of verbal and visuospatial learning and memory compared with the earthquake-exposed control group. The availability of groups of healthy patients from previous studies who had been tested on similar neuropsychological tasks prior to the earthquakes allowed a further non-exposed comparison. METHOD In all, 28 individuals with posttraumatic stress disorder and 89 earthquake-exposed controls completed tests of verbal and visuospatial learning and memory and psychomotor speed. Further comparisons were made with non-exposed controls who had been tested before the earthquakes. RESULTS No significant difference in performance on tests of verbal or visuospatial memory was found between the earthquake-exposed groups (with and without posttraumatic stress disorder), but the posttraumatic stress disorder group was significantly slowed on tests of psychomotor speed. Supplementary comparison with historical, non-exposed control groups showed that both earthquake-exposed groups had poorer performance on a test of visuospatial learning. CONCLUSION The key finding from this study is that there were no differences in verbal or visuospatial learning and memory in individuals with posttraumatic stress disorder compared with similarly earthquake-exposed controls. Compared with non-exposed controls, both earthquake-exposed groups had poorer performance on a test of visuospatial (but not verbal) learning and memory. This offers preliminary evidence suggesting that it is earthquake (trauma) exposure itself, rather than the presence of posttraumatic stress disorder that affects aspects of neuropsychological functioning. If replicated, this may have important implications for how information is communicated in a post-disaster context.
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Affiliation(s)
- Caroline J Bell
- 1 Department of Psychological Medicine, University of Otago, Christchurch, New Zealand.,2 Canterbury District Health Board, Christchurch, New Zealand
| | - Chris M Frampton
- 1 Department of Psychological Medicine, University of Otago, Christchurch, New Zealand
| | - Helen C Colhoun
- 2 Canterbury District Health Board, Christchurch, New Zealand
| | - Katie M Douglas
- 1 Department of Psychological Medicine, University of Otago, Christchurch, New Zealand
| | | | | | - Jennifer Jordan
- 1 Department of Psychological Medicine, University of Otago, Christchurch, New Zealand.,2 Canterbury District Health Board, Christchurch, New Zealand
| | - Janet D Carter
- 3 Department of Psychology, University of Canterbury, Christchurch, New Zealand
| | - Rebekah A Smith
- 2 Canterbury District Health Board, Christchurch, New Zealand.,3 Department of Psychology, University of Canterbury, Christchurch, New Zealand
| | - Leila Ma Marie
- 3 Department of Psychology, University of Canterbury, Christchurch, New Zealand
| | - Alex Loughlin
- 3 Department of Psychology, University of Canterbury, Christchurch, New Zealand
| | - Richard J Porter
- 1 Department of Psychological Medicine, University of Otago, Christchurch, New Zealand.,2 Canterbury District Health Board, Christchurch, New Zealand
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Exposure to Patterned Auditory Stimuli during Acute Stress Prevents Despair-Like Behavior in Adult Mice That Were Previously Housed in an Enriched Environment in Combination with Auditory Stimuli. Neural Plast 2018; 2018:8205245. [PMID: 30627149 PMCID: PMC6304879 DOI: 10.1155/2018/8205245] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2018] [Revised: 10/11/2018] [Accepted: 11/05/2018] [Indexed: 01/16/2023] Open
Abstract
Several interventions have been shown to counteract the effects of stress that may be related to improved neuroplasticity and neuronal activation. In this sense, environmental enrichment (ENR) protects against acute stress and increases neuroplasticity. It has been suggested that the use of patterned auditory stimuli (PAS) may be beneficial in increasing the effectiveness of ENR on disorders related to stress, such as depression and anxiety. Examples of PAS are classical music compositions that have interesting effects at both clinical and preclinical levels. Thus, we analyzed the effects of the exposure to PAS, represented in this study by Mozart's compositions, during ENR housing for 35 days in adult male Balb/C mice to evaluate depression-associated behavior using the forced-swim test (FST) paradigm with an additional short exposure to PAS. We found that the ENR mice that were exposed to PAS during both housing and behavioral task (ENR + PAS/FST + PAS) show decreased immobility and the number of despair episodes within a higher latency to show the first bout of immobility. Additionally, we found increased neuronal activation evaluated by the identification of activity-regulated cytoskeleton-associated protein- (Arc-) labeled cells in the prefrontal cortex (PFC) in mice exposed to PAS during housing and in the absence or presence of PAS during FST. Moreover, we found increased neuronal activation in the auditory cortex (AuCx) of mice exposed to PAS during FST. Our study suggests that the exposure to PAS during an emotional challenge decreases despair-like behavior in rodents that were previously housed in an enriched environment in combination with auditory stimuli. Thus, our data indicate that the role of the exposure to PAS as an intervention or in combination with positive environment to aid in treating neuropsychiatric disorders is worth pursuing.
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Bell CJ, Colhoun HC, Frampton CM, Douglas KM, McIntosh VVW, Carter FA, Jordan J, Carter JD, Smith RA, Marie LMA, Loughlin A, Porter RJ. Earthquake Brain: Altered Recognition and Misclassification of Facial Expressions Are Related to Trauma Exposure but Not Posttraumatic Stress Disorder. Front Psychiatry 2017; 8:278. [PMID: 29312012 PMCID: PMC5732911 DOI: 10.3389/fpsyt.2017.00278] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/26/2017] [Accepted: 11/28/2017] [Indexed: 11/13/2022] Open
Abstract
OBJECTIVES The study investigated facial expression recognition (FER) in posttraumatic stress disorder (PTSD) caused by exposure to earthquakes, and in particular whether people with this condition showed a bias toward interpreting facial expressions as threat-related emotions (i.e., as anger, fear, or disgust). The study included a trauma-exposed control group who had been similarly exposed to the earthquakes but had not developed PTSD. We hypothesized that individuals with PTSD would have increased sensitivity to threat-related facial emotions compared with the trauma-exposed control group. This would be shown by increased accuracy in recognition of threat-related emotions and the misinterpretation of neutral expressions to these emotions (i.e., misidentifying them as anger, fear, or disgust). The availability of a group of healthy controls from a previous study who had been tested on a similar task before the earthquakes allowed a further non-exposed comparison. METHOD Twenty-eight individuals with PTSD (71% female, mean age 42.8 years) and 89 earthquake-exposed controls (66% female, mean age 50.1 years) completed an FER task, which featured six basic emotions. Further comparisons were made with 50 non-exposed controls (64% female, mean age 38.5 years) who had been tested before the earthquakes. RESULTS There was no difference in sensitivity to threat-related facial expressions (as measured by accuracy in recognition of threat-related facial expressions and the misinterpretation of neutral expressions as threatening) in individuals with PTSD compared with similarly earthquake-exposed controls. Supplementary comparison with an historical, non-exposed control group showed that both earthquake-exposed groups had increased accuracy for the identification of all facial emotions and showed a bias in the misclassification of neutral facial expressions to the threat-related emotions of anger and disgust. CONCLUSION These findings suggest that it is exposure to earthquakes and repeated aftershocks, rather than the presence of PTSD that affects FER accuracy and misinterpretation. The importance of these biases in both PTSD and trauma-exposed controls needs further exploration and is an area for future research.
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Affiliation(s)
- Caroline J Bell
- Department of Psychological Medicine, University of Otago, Christchurch, New Zealand.,Canterbury District Health Board, Christchurch, New Zealand
| | - Helen C Colhoun
- Department of Psychological Medicine, University of Otago, Christchurch, New Zealand.,Canterbury District Health Board, Christchurch, New Zealand
| | - Chris M Frampton
- Department of Psychological Medicine, University of Otago, Christchurch, New Zealand
| | - Katie M Douglas
- Department of Psychological Medicine, University of Otago, Christchurch, New Zealand
| | | | - Frances A Carter
- Department of Psychological Medicine, University of Otago, Christchurch, New Zealand.,Canterbury District Health Board, Christchurch, New Zealand
| | - Jennifer Jordan
- Department of Psychological Medicine, University of Otago, Christchurch, New Zealand.,Canterbury District Health Board, Christchurch, New Zealand
| | - Janet D Carter
- Department of Psychology, University of Canterbury, Christchurch, New Zealand
| | - Rebekah A Smith
- Department of Psychology, University of Canterbury, Christchurch, New Zealand
| | - Leila M A Marie
- Department of Psychology, University of Canterbury, Christchurch, New Zealand
| | - Alex Loughlin
- Department of Psychology, University of Canterbury, Christchurch, New Zealand
| | - Richard J Porter
- Department of Psychological Medicine, University of Otago, Christchurch, New Zealand.,Canterbury District Health Board, Christchurch, New Zealand
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