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Siddiqui A, Abu Hasan R, Saad Azhar Ali S, Elamvazuthi I, Lu CK, Tang TB. Detection of Low Resilience Using Data-Driven Effective Connectivity Measures. IEEE Trans Neural Syst Rehabil Eng 2024; 32:3657-3668. [PMID: 39302782 DOI: 10.1109/tnsre.2024.3465269] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/22/2024]
Abstract
Conventional thresholding techniques for graph theory analysis, such as absolute, proportional and mean degree, have often been used in characterizing human brain networks under different mental disorders, such as mental stress. However, these approaches may not always be reliable as conventional thresholding approaches are subjected to human biases. Using a mental resilience study, we investigate if data-driven thresholding techniques such as Global Cost Efficiency (GCE-abs) and Orthogonal Minimum Spanning Trees (OMSTs) could provide equivalent results, whilst eliminating human biases. We implemented Phase Slope Index (PSI) to compute effective brain connectivity, and applied data-driven thresholding approaches to filter the brain networks in order to identify key features of low resilience within a cohort of healthy individuals. Our dataset encompassed resting-state EEG recordings gathered from a total of 36 participants (31 females and 5 males). Relevant features were extracted to train and validate a classifier model (Support Vector Machine, SVM). The detection of low stress resilience among healthy individuals using the SVM model scores an accuracy of 80.6% with GCE-abs, and 75% with OMSTs, respectively.
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Qi M, Gai R, Wang Y, Gao H. Chronic academic stress improves attentional control: Behavioral and electrophysiological evidence. Int J Clin Health Psychol 2024; 24:100484. [PMID: 39055856 PMCID: PMC11269780 DOI: 10.1016/j.ijchp.2024.100484] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2024] [Accepted: 06/27/2024] [Indexed: 07/28/2024] Open
Abstract
Background Detecting and responding to target objects in the visual environment is a key factor in goal-directed behavior. Exposure to chronic stress often results in alterations of prefrontal cortex (PFC) function, which may impact PFC-dependent selective attention process. This study aimed to investigate the effect of chronic academic stress on attentional control process. Method Both the stress group and the control group performed an arrow-based version of the Eriksen Flanker task. Event-related potentials (ERP) were recorded while the participants performed the task. Results The behavioural results exhibited decreased Flanker RT effect for the stress group compared to the control group, suggesting a reduced interference under stress. The ERP results showed that stress group showed decreased frontal N2 but increased early P3 and late P3/LPC activities compared to the control group. These results suggest reduced conflict monitoring but increased conflict resolution process under stress. Conclusions The chronic academic stress improves attentional control by reducing the conflict monitoring and enhancing conflict resolution processes.
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Affiliation(s)
- Mingming Qi
- School of Psychology, Liaoning Normal University, Dalian, 116029, China
| | - Ru Gai
- School of Psychology, Liaoning Normal University, Dalian, 116029, China
| | - Yuxi Wang
- School of Psychology, Liaoning Normal University, Dalian, 116029, China
| | - Heming Gao
- School of Psychology, Liaoning Normal University, Dalian, 116029, China
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Tian Z, Kuang K, Wilson SR, Buzzanell PM, Ye J, Mao X, Wei H. Measuring resilience for Chinese-speaking populations: a systematic review of Chinese resilience scales. Front Psychol 2024; 15:1293857. [PMID: 38605848 PMCID: PMC11007233 DOI: 10.3389/fpsyg.2024.1293857] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2023] [Accepted: 03/11/2024] [Indexed: 04/13/2024] Open
Abstract
Introduction Despite the rapid growth of interdisciplinary resilience research in Chinese contexts, no study has systematically reviewed individual-level measurement scales for Chinese-speaking populations. We report a systematic review of scales developed for or translated/adapted to Chinese-speaking contexts, where we assessed how widely used scales fare in terms of their psychometric qualities. Methods Studies included in this review must have been published in peer-reviewed English or Chinese journals between 2015-2020 and included self-reported resilience scales in Chinese-speaking populations. Searches were conducted in PsycINFO, CNKI (completed in May 2021), and PubMed (completed in January 2024). We developed coding schemes for extracting relevant data and adapted and applied an existing evaluation framework to assess the most frequently used resilience scales by seven methodological criteria. Results Analyses of 963 qualified studies suggested that Chinese resilience scales were used in a diverse range of study contexts. Among 85 unique kinds of resilience measures, we highlighted and evaluated the three most frequently used translated scales and three locally developed scales (nine scales in total including variations such as short forms). In short, resilience studies in Chinese contexts relied heavily on the translated 25-item Connor-Davidson Resilience Scale, which scored moderately on the overall quality. The locally developed Resilience Scale for Chinese Adolescents and Essential Resilience Scale received the best ratings but could use further development. Discussion We discussed how future work may advance widely used scales, and specified seven methodological recommendations for future resilience scale development with existing and new scales in and beyond the Chinese study contexts. We further addressed issues and challenges in measuring resilience as a process and called on researchers to further develop/evaluate process measures for Chinese-speaking populations.
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Affiliation(s)
- Zhenyu Tian
- Department of Communication Studies, College of Wooster, Wooster, OH, United States
| | - Kai Kuang
- School of Journalism and Communication, Tsinghua University, Beijing, China
| | - Steven R. Wilson
- Department of Communication, University of South Florida, Tampa, FL, United States
| | - Patrice M. Buzzanell
- Department of Communication, University of South Florida, Tampa, FL, United States
| | - Jinyi Ye
- School of Journalism and Communication, Tsinghua University, Beijing, China
| | - Xinyue Mao
- School of Journalism and Communication, Tsinghua University, Beijing, China
| | - Hai Wei
- School of Journalism and Communication, Tsinghua University, Beijing, China
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Li Z, Kang Z, Xia X, Li L, Wu J, Dai J, Liu T, Chen C, Qiu Y, Chen M, Liu Y, Zhang Z, Han Z, Dai Z, Wei Q. Associations of resilience, white matter topological organization, and cognitive functions in first-episode, drug-naïve schizophrenia patients: A moderated mediation analysis. Prog Neuropsychopharmacol Biol Psychiatry 2024; 128:110867. [PMID: 37783265 DOI: 10.1016/j.pnpbp.2023.110867] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/23/2023] [Revised: 07/25/2023] [Accepted: 09/29/2023] [Indexed: 10/04/2023]
Abstract
BACKGROUND Cognitive deficits are core symptoms of schizophrenia (SZ) and are associated with impaired resilience to stress. Different cognitive functions appeared to be interrelated, and the mechanism may involve neural alterations. The disrupted topological organization indicated abnormalities in the segregation and integration of brain networks that support various cognitive processes in SZ patients. Therefore, this study aimed to assess the direct and indirect effects of resilience on cognitive functions. We hypothesized that topological properties would moderate these associations. METHODS Forty-nine SZ patients and fifty-two healthy controls (HCs) were recruited in this study. The Connor-Davidson Resilience Scale and the MATRICS Consensus Cognitive Battery were used to examine resilience and cognitive functions, respectively, and a graph theory approach was used to assess white matter topological organization. RESULTS Compared to HCs, SZ patients showed lower levels of resilience and cognitive functions in multiple domains as well as abnormal global properties and nodal metrics. In addition, shorter characteristic path length was associated with a stronger indirect effect of resilience on working memory through processing speed in SZ patients. CONCLUSION Characteristic path length might moderate the mediating effects of processing speed in the relationship between resilience and working memory in schizophrenia patients.
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Affiliation(s)
- Zhinan Li
- Department of Psychiatry, the Third Affiliated Hospital of Sun Yat-sen University, Guangzhou
| | - Zhuang Kang
- Department of Radiology, the Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Xiaowei Xia
- Department of Psychiatry, the Third Affiliated Hospital of Sun Yat-sen University, Guangzhou
| | - Leijun Li
- Department of Psychiatry, the Third Affiliated Hospital of Sun Yat-sen University, Guangzhou
| | - Junyan Wu
- Department of Psychiatry, the Third Affiliated Hospital of Sun Yat-sen University, Guangzhou
| | - Jiamin Dai
- Department of Psychiatry, the Third Affiliated Hospital of Sun Yat-sen University, Guangzhou
| | - Tong Liu
- Department of Psychiatry, the Third Affiliated Hospital of Sun Yat-sen University, Guangzhou; Department of Psychiatry, the First Affiliated Hospital of Xi 'an Jiaotong University, Shaanxi, China
| | - Cai Chen
- Department of Psychiatry, the Third Affiliated Hospital of Sun Yat-sen University, Guangzhou
| | - Yong Qiu
- Department of Psychiatry, the Third Affiliated Hospital of Sun Yat-sen University, Guangzhou
| | - Ming Chen
- Department of Psychiatry, the Third Affiliated Hospital of Sun Yat-sen University, Guangzhou
| | - Yanxi Liu
- Department of Psychiatry, the Third Affiliated Hospital of Sun Yat-sen University, Guangzhou
| | - Ziyi Zhang
- Department of Psychiatry, the Third Affiliated Hospital of Sun Yat-sen University, Guangzhou
| | - Zili Han
- Department of Psychiatry, the Third Affiliated Hospital of Sun Yat-sen University, Guangzhou
| | - Zhengjia Dai
- Department of Psychology, Sun Yat-sen University, Guangzhou, China.
| | - Qinling Wei
- Department of Psychiatry, the Third Affiliated Hospital of Sun Yat-sen University, Guangzhou; Department of Psychology, Sun Yat-sen University, Guangzhou, China.
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Li D, Qian J, Li J, Wang J, Liu W, Li Q, Wu D. Dexmedetomidine attenuates acute stress-induced liver injury in rats by regulating the miR-34a-5p/ROS/JNK/p38 signaling pathway. J Toxicol Sci 2022; 47:169-181. [PMID: 35527005 DOI: 10.2131/jts.47.169] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/02/2022]
Abstract
Dexmedetomidine (DEX) protects against acute stress-induced liver injury, but what's less clear lies in the specific mechanism. To elucidate the specific mechanism underlying DEX on acute stress-induced liver injury, an in vivo model was constructed on rats with acute stress-induced liver injury by 15 min of exhaustive swimming and 3 hr of immobilization. DEX (30 μg/kg) or miR-34a-5p agomir was injected into model rats. Open field test was used to verify the establishment of the model. Liver injury was observed by hematoxylin-eosin (H&E) staining. Contents of norepinephrine (NE), alanine aminotransfease (ALT) and aspartate aminotransferase (AST) in serum of rats were detected by enzyme-linked immunosorbent assay (ELISA) and those of oxidative stress markers (reactive oxygen species (ROS), Malondialdehyde (MDA), Glutathione (GSH), Superoxide Dismutase (SOD) and Glutathione Peroxidase (GPX)) were measured using commercial kits. Apoptosis of hepatocytes was detected by Terminal deoxynucleotidyl transferase dUTP nick-end labeling (TUNEL) assay. Western blot was performed to detect the expressions of SOD2, COX-2, cytochrome C, Cleaved caspase 3, Bax, Bcl-2, P-JNK, JNK, P-p38, p38 and c-AMP, p-PKA and PKA in liver tissues. As a result, liver injury in model rat was alleviated by DEX. DEX attenuated the increase in the levels of NE, ALT, AST, MDA, ROS, apoptosis, SOD2, COX-2, Cytochrome C, cleaved caspase 3, Bax, and P-JNK, P-p38, c-AMP, P-PKA and miR-34a-5p, and the decrease in the levels of SOD, GPX, GSH and Bcl-2 in model rats. Furthermore, miR-34a-5p overexpression could partly reverse the effects of DEX. Collectively, DEX could alleviate acute stress-induced liver injury through ROS/JNK/p38 signaling pathway via downregulation of miR-34a-5p.
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Affiliation(s)
- Dan Li
- Anesthesia Operation Department, Zhejiang Hospital, China
| | - Jiang Qian
- Anesthesia Operation Department, Zhejiang Hospital, China
| | - Junfeng Li
- School of Basic Medicine, Zhejiang Chinese Medical University, China
| | - Jia Wang
- Neurosurgery Department, Zhejiang Hospital, China
| | - Wenhong Liu
- School of Basic Medicine, Zhejiang Chinese Medical University, China
| | - Qinfei Li
- Anesthesia Operation Department, Zhejiang Hospital, China
| | - Dan Wu
- Anesthesia Operation Department, Zhejiang Hospital, China
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Hawley CE, Iwanaga K, Marmor A, Adams M, Schwartz I, Sviri S, Armstrong AJ, Shiri S, Meiner Z. Assessing the fear of COVID-19 scale among health care workers in Israel: a psychometric validation study. DEATH STUDIES 2021; 46:2530-2535. [PMID: 34558373 DOI: 10.1080/07481187.2021.1975175] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/13/2023]
Abstract
We explored the psychometric properties of the Hebrew version of the Fear of COVID-19 (FCV-19S) scale among health care workers in a large medical center in Israel. Participants (N = 705) completed the FCV-19S scale, as well as resilience, subjective well-being, and meaning in life using validated scales. Results showed a two-factor structural model accounting for 79.33% of the total variance. Both factors were negatively associated with resilience and satisfaction with life. Results suggest the FCV-19S has good psychometric properties among health care workers and may be used to assess the effects of the pandemic in this population.
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Affiliation(s)
- Carolyn E Hawley
- Department of Rehabilitation Counseling, College of Health Professions, Virginia Commonwealth University, VA, USA
| | - Kanako Iwanaga
- Department of Rehabilitation Counseling, College of Health Professions, Virginia Commonwealth University, VA, USA
| | - Anat Marmor
- Department of Physical and Medical Rehabilitation, Hadassah Hebrew University Hospital, Jerusalem, Israel
| | - Meredith Adams
- Department of Rehabilitation Counseling, College of Health Professions, Virginia Commonwealth University, VA, USA
| | - Isabella Schwartz
- Department of Physical and Medical Rehabilitation, Hadassah Hebrew University Hospital, Jerusalem, Israel
| | - Sigal Sviri
- Internal Medicine Intensive Care Unit, Hadassah Hebrew University Hospital, Jerusalem, Israel
| | - Amy J Armstrong
- Department of Rehabilitation Counseling, College of Health Professions, Virginia Commonwealth University, VA, USA
| | - Shimon Shiri
- Department of Physical and Medical Rehabilitation, Hadassah Hebrew University Hospital, Jerusalem, Israel
| | - Zeev Meiner
- Department of Physical and Medical Rehabilitation, Hadassah Hebrew University Hospital, Jerusalem, Israel
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de la Fuente J, Santos FH, Garzón-Umerenkova A, Fadda S, Solinas G, Pignata S. Cross-Sectional Study of Resilience, Positivity and Coping Strategies as Predictors of Engagement-Burnout in Undergraduate Students: Implications for Prevention and Treatment in Mental Well-Being. Front Psychiatry 2021; 12:596453. [PMID: 33679470 PMCID: PMC7928383 DOI: 10.3389/fpsyt.2021.596453] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/19/2020] [Accepted: 01/18/2021] [Indexed: 12/14/2022] Open
Abstract
In a population of young adults, this study analyzes possible linear relations of resilience and positivity to coping strategies and engagement-burnout. The aim was to establish a model with linear, associative, and predictive relations, to identify needs and make proposals for therapeutic intervention in different student profiles. A population of 1,126 undergraduate students with different student profiles gave their informed, written consent, and completed validated questionnaires (CD-RISC Scale; Positivity; Coping Strategies of Stress; Engagement, and Burnout). An ex post-facto design involved bivariate association analyses, multiple regression and structural predictions. The results offered evidence of associations and predictive relationships between resilience factors, positivity, coping strategies and engagement-burnout. The factors of resilience and positivity had significant differential associations (positive and negative) with factors of coping strategies. Their negative relationship to burnout factors, and positive relation to engagement factors, is especially important. Results of structural analysis showed an acceptable model of relationships between variables. We conclude with practical implications for therapeutic intervention: (1) the proactive factors of resilience reflect a perception of self-efficacy and the ability to change adaptively; (2) the reactive factors of resilience are usually associated with withstanding experiences of change, uncertainty or trauma.
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Affiliation(s)
- Jesús de la Fuente
- School of Education and Psychology, University of Navarra, Pamplona, Spain
- School of Psychology, University of Almería, Almería, Spain
| | - Flavia H. Santos
- UCD School of Psychology, University College Dublin, Dublin, Ireland
| | | | - Salvatore Fadda
- Stress Prevention Unit, University of Sassari, Sassari, Italy
| | - Giuliana Solinas
- Department of Biomedical Sciences, University of Sassari, Sassari, Italy
| | - Silvia Pignata
- STEM Unit and Centre for Workplace Excellence, University of South Australia, Adelaide, SA, Australia
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