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Gong Y, Guo Z, Lu H, Wang X, Zhang Y, Ren L, Zhu X. Network analysis of acute stress reaction in a sample of Chinese male military college students. Front Psychiatry 2023; 14:1082549. [PMID: 37621968 PMCID: PMC10444979 DOI: 10.3389/fpsyt.2023.1082549] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/28/2022] [Accepted: 07/24/2023] [Indexed: 08/26/2023] Open
Abstract
Background Acute stress reaction (ASR) following a stressful event is associated with stress-related mental disorders. However, no studies have investigated the relationships between ASR symptom clusters. The present study aimed to provide a fine-grained understanding of the complex relationships among symptom clusters and identify the central symptom clusters of ASR using network analysis. Methods The Acute Stress Reaction Scale (ASRS) was used to investigate the network structure of ASR in 1792 Chinese male military college students who were about to participate in an important physical fitness test. We calculated the weights of the edges connecting different symptom clusters and the central indices of 25 symptom clusters in the final network. Results There were five strongest edges with significantly higher weights than most other edge weights, including the edges between "Less communication" and "Isolated from others." The symptom clusters of "Somatic symptoms," "Hypoprosexia," and "Anxiety" were found to be the central nodes with the highest expected influences (primary centrality index). Conclusion The present study explored the network structure of ASR, revealed complex connections between symptom clusters, and identified central clusters. These findings have important clinical implications, and it is suggested that the three central symptom clusters may be potential targets for effective interventions for ASR.
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Affiliation(s)
- Yue Gong
- School of Psychology, Shaanxi Normal University, Xi’an, China
| | - Zhihua Guo
- Department of Military Medical Psychology, Air Force Medical University, Xi’an, China
| | - Hongliang Lu
- Department of Military Medical Psychology, Air Force Medical University, Xi’an, China
| | - Xinlu Wang
- Department of Military Medical Psychology, Air Force Medical University, Xi’an, China
| | - Yajuan Zhang
- Department of Military Medical Psychology, Air Force Medical University, Xi’an, China
| | - Lei Ren
- Military Psychology Section, Logistics University of PAP, Tianjin, China
- Military Mental Health Services and Research Center, Tianjin, China
| | - Xia Zhu
- Department of Military Medical Psychology, Air Force Medical University, Xi’an, China
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Phipps H, Mondello S, Wilson A, Dittmer T, Rohde NN, Schroeder PJ, Nichols J, McGirt C, Hoffman J, Tanksley K, Chohan M, Heiderman A, Abou Abbass H, Kobeissy F, Hinds S. Characteristics and Impact of U.S. Military Blast-Related Mild Traumatic Brain Injury: A Systematic Review. Front Neurol 2020; 11:559318. [PMID: 33224086 PMCID: PMC7667277 DOI: 10.3389/fneur.2020.559318] [Citation(s) in RCA: 40] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2020] [Accepted: 09/08/2020] [Indexed: 12/27/2022] Open
Abstract
As a result of armed conflict, head trauma from exposure to blasts is an increasing critical health issue, particularly among military service members. Whilst numerous studies examined the burden of blast-related brain injuries on service members', few systematic reviews have been published. This work provides a comprehensive summary of the evidence on blast-related mild traumatic brain injury (mTBI) burden in active U.S. military service members and inactive Veterans, describing characteristics and outcomes. Records published up to April 2017 were identified through a search of PubMed, Web of Science, Scopus, Ovid MEDLINE, and Cochrane Library. Records-based and original research reporting on U.S. military service members and Veterans with mild blast TBI were included. Data on subject characteristics, exposure, diagnostic criterion, and outcomes were extracted from included studies using a standardized extraction form and were presented narratively. Of the 2,290 references identified by the search, 106 studies with a total of 37,515 participants met inclusion criteria for blast-related mTBI. All but nine studies were based out of military or Veteran medical facilities. Unsurprisingly, men were over-represented (75–100%). The criteria used to define blast-related mTBI were consistent; however, the methodology used to ascertain whether individuals met those criteria for diagnosis were inconsistent. The diagnosis, most prevalent among the Army, heavily relied on self-reported histories. Commonly reported adverse outcomes included hearing disturbances and headaches. The most frequently associated comorbidities were post-traumatic stress disorder, depression, anxiety, sleep disorders, attention disorders, and cognitive disorders. The primary objective of this review was to provide a summary of descriptive data on blast-related mTBI in a U.S. military population. Low standardization of the methods for reaching diagnosis and problems in the study reporting emphasize the importance to collect high-quality data to fill knowledge gaps pertaining to blast-related mTBI.
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Affiliation(s)
- Helen Phipps
- Booz Allen Hamilton, San Antonio, TX, United States
| | - Stefania Mondello
- Department of Biomedical and Dental Sciences and Morphofunctional Imaging, University of Messina, Messina, Italy.,Department of Neurology IC, Oasi Research Institute-IRCCS, Troina, Italy
| | | | | | | | | | | | | | | | | | | | | | - Hussein Abou Abbass
- Department of Anatomy, Cell Biology and Physiological Sciences, Faculty of Medicine, American University of Beirut, Beirut, Lebanon
| | - Firas Kobeissy
- Department of Psychiatry, Center for Neuroproteomics and Biomarkers Research, University of Florida, Gainesville, FL, United States
| | - Sidney Hinds
- Medical Research and Development Command, Ft Detrick, MD, United States
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Tschiffely AE, Haque A, Haran FJ, Cunningham CA, Mehalick ML, May T, Stuessi K, Walker PB, Norris JN. Recovery from Mild Traumatic Brain Injury Following Uncomplicated Mounted and Dismounted Blast: A Natural History Approach. Mil Med 2017. [DOI: 10.1093/milmed/usx036] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Affiliation(s)
- Anna E Tschiffely
- Operational and Undersea Medicine Directorate, Department of Neurotrauma, Naval Medical Research Center, Silver Spring MD
| | - Ashraful Haque
- Operational and Undersea Medicine Directorate, Department of Neurotrauma, Naval Medical Research Center, Silver Spring MD
- Henry M. Jackson Foundation, Bethesda, MD 20817
| | - Francis J Haran
- Naval Submarine Medical Research Laboratory, Naval Submarine Base New London, Groton CT 06349
| | - Craig A Cunningham
- Nursing Research & Consultation Services Naval Medical Center Portsmouth, Portsmouth, VA 23708
| | - Melissa L Mehalick
- Operational and Undersea Medicine Directorate, Department of Neurotrauma, Naval Medical Research Center, Silver Spring MD
| | - Todd May
- Intermountain Healthcare Layton Hospital, Sports Medicine, Layton, UT 84041
| | - Keith Stuessi
- Defense and Veterans Brain Injury Center (DVBIC), Naval Hospital Camp Pendleton, Oceanside, CA 92058
| | - Peter B Walker
- Operational and Undersea Medicine Directorate, Department of Neurotrauma, Naval Medical Research Center, Silver Spring MD
| | - Jacob N Norris
- Operational and Undersea Medicine Directorate, Department of Neurotrauma, Naval Medical Research Center, Silver Spring MD
- Advanced Concepts & Applied Research Branch, SPAWAR Systems Center Pacific, San Diego, CA 92152
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Scofield DE, Proctor SP, Kardouni JR, Hill OT, McKinnon CJ. Risk Factors for Mild Traumatic Brain Injury and Subsequent Post-Traumatic Stress Disorder and Mental Health Disorders among United States Army Soldiers. J Neurotrauma 2017; 34:3249-3255. [PMID: 28895451 DOI: 10.1089/neu.2017.5101] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023] Open
Abstract
The purpose of this study was to determine the association of mild traumatic brain injury (mTBI) with subsequent post-traumatic stress disorder (PTSD) and mental health disorders (MHD), and the intervening role of acute stress disorder (ASD). This matched case-control study utilized the Total Army Injury and Health Outcomes Database (TAIHOD) to analyze soldiers' (n = 1,261,297) medical encounter data between 2002 and 2011. International Classification of Diseases, Ninth Revision (ICD-9) codes were used to identify: mTBI (following Centers for Disease Control [CDC] surveillance definition for mTBI), MHD (ICD-9 codes for depression and anxiety, excluding PTSD), PTSD (ICD-9 309.81), and ASD (ICD-9 308.3). Incident cases of mTBI (n = 79,505), PTSD (n = 71,454), and MHD (n = 285,731) were identified. Overall incidence rates per 1000 soldier years were: mTBI = 17.23, PTSD = 15.37, and MHD = 67.99. mTBI was associated with increased risk for PTSD (risk ratio [RR] 5.09, 95% confidence interval [CI] 4.82-5.37) and MHD (RR 2.94, 95% CI 2.84-3.04). A sub-analysis of the mTBI-only soldiers found that a diagnosis ASD, compared with a diagnosis of no ASD, was associated with greater risk for subsequent PTSD (RR 2.13, 95% CI 1.96-2.32) and MHD (RR 1.90, 95% CI 1.72-2.09) following mTBI. Results indicate that soldiers with previous mTBI have a higher risk for PTSD and MHD, and that ASD may also mediate PTSD and MHD risk subsequent to mTBI. These data may help guide important surveillance and clinical rehabilitation considerations for high-risk populations.
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Affiliation(s)
- Dennis E Scofield
- 1 US Army Research Institute of Environmental Medicine , Military Performance Division, Natick, Massachusetts
| | - Susan P Proctor
- 1 US Army Research Institute of Environmental Medicine , Military Performance Division, Natick, Massachusetts.,2 VA Boston Healthcare System , Boston, Massachusetts.,3 Boston University School of Public Health , Boston, Massachusetts
| | - Joseph R Kardouni
- 1 US Army Research Institute of Environmental Medicine , Military Performance Division, Natick, Massachusetts
| | - Owen T Hill
- 4 MEDCOM AMEDD C&S , HR CoE, JBSA/Fort Sam Houston, Texas
| | - Craig J McKinnon
- 1 US Army Research Institute of Environmental Medicine , Military Performance Division, Natick, Massachusetts
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