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Chen J, Farrell SF, Huang WI, Cagnie B, Murillo C, Sterling M. Differences in the clinical presentation of chronic whiplash-associated disorders and nontraumatic neck pain: a systematic review and meta-analysis. Pain 2025:00006396-990000000-00868. [PMID: 40198728 DOI: 10.1097/j.pain.0000000000003554] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2024] [Accepted: 01/06/2025] [Indexed: 04/10/2025]
Abstract
ABSTRACT Health outcomes may be worse for individuals with whiplash-associated disorders (WAD) compared to nontraumatic neck pain (NTNP), and clinical characteristics may differ. This systematic review examined evidence comparing WAD and NTNP in terms of pain, disability, psychological status, quality of life, measures of nociceptive processing, movement, sensorimotor, and muscle function. Studies were identified through electronic database searches and included after screening against predefined eligibility criteria. Standardized mean differences (SMD) or mean differences (MD) and 95% confidence intervals (CI) were calculated. Associations between MDs with demographics and study characteristics were explored using meta-regression. Certainty of evidence was assessed using Grades of Recommendation, Assessment, Development, and Evaluation. Sixty-one studies were eligible with 45 included in meta-analysis. Individuals with WAD reported clinically relevant higher disability (100-point Neck Disability Index MD [95% CI] 11.15 [8.63, 13.68]), greater remote cold sensitivity (SMD 0.89 [0.57, 1.21]), lower quality of life (SMD -0.96 [-1.77, -0.16]), greater depression (SMD 0.60 [0.27, 0.93]), greater local (SMD -0.56 [-1.00, -0.13]) and remote (SMD -0.50 [-0.81, -0.19]) pressure sensitivity, less cervical flexion (MD -5.30° [-7.44, -3.16]) and extension (MD -5.43° [-9.31, -1.55]), higher pain intensity (100-point numerical rating scale: MD 8.15 [5.80, 10.50]), and greater kinesiophobia (SMD 0.35 [0.11, 0.59]). No between-group differences were found for dizziness symptoms, stress, anxiety, balance, and local cold sensitivity. Meta-regression indicated that disability differences were negatively associated with age (R2 = 29.6%, P = 0.006). Certainty of evidence was mostly moderate. Individuals with chronic WAD have a worse clinical presentation compared to those with chronic NTNP, which has implications for patient assessment and management.
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Affiliation(s)
- Junze Chen
- RECOVER Injury Research Centre and NHMRC Centre for Research Excellence: Better Health Outcomes for Compensable Injury, The University of Queensland, Herston, Queensland, Australia
| | - Scott F Farrell
- RECOVER Injury Research Centre and NHMRC Centre for Research Excellence: Better Health Outcomes for Compensable Injury, The University of Queensland, Herston, Queensland, Australia
| | - Wanyun Irene Huang
- RECOVER Injury Research Centre and NHMRC Centre for Research Excellence: Better Health Outcomes for Compensable Injury, The University of Queensland, Herston, Queensland, Australia
| | - Barbara Cagnie
- Department of Rehabilitation Sciences, Faculty of Health Sciences and Medicine, Ghent University, Ghent, Belgium
| | - Carlos Murillo
- Department of Rehabilitation Sciences, Faculty of Health Sciences and Medicine, Ghent University, Ghent, Belgium
| | - Michele Sterling
- RECOVER Injury Research Centre and NHMRC Centre for Research Excellence: Better Health Outcomes for Compensable Injury, The University of Queensland, Herston, Queensland, Australia
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Andersen TE, Ravn SL. Chronic pain and comorbid posttraumatic stress disorder: Potential mechanisms, conceptualizations, and interventions. Curr Opin Psychol 2025; 62:101990. [PMID: 39818042 DOI: 10.1016/j.copsyc.2025.101990] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2024] [Revised: 12/13/2024] [Accepted: 01/02/2025] [Indexed: 01/18/2025]
Abstract
Posttraumatic stress disorder (PTSD) is a common comorbidity to chronic pain, among others due to potentially shared posttraumatic origin. There has been growing interest in this field in the past decades, also providing some important studies to support our understanding of this comorbidity and how to address it in clinical practice. However, there are still important questions, particularly regarding the potentially shared vulnerabilities, mutually maintaining mechanisms, and how to best treat this comorbidity. This article provides a brief and up-to-date review of what we argue to be some of the most important studies within the field of chronic pain and comorbid PTSD and will discuss some of the current challenges and ways forward.
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Affiliation(s)
| | - Sophie Lykkegaard Ravn
- Department of Psychology, University of Southern Denmark, Odense, Denmark; Specialized Hospital for Polio and Accident Victims, Rødovre, Denmark
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3
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Knibbe W, de Jongh A, Acar-Ceylan K, Al Hamami Z, Visscher CM, Lobbezoo F. The effects of trauma-focused treatment on painful temporomandibular disorders, awake bruxism and sleep bruxism in patients with severe post-traumatic stress disorder. J Oral Rehabil 2024; 51:2019-2028. [PMID: 39418582 DOI: 10.1111/joor.13785] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2024] [Revised: 06/07/2024] [Accepted: 06/10/2024] [Indexed: 10/19/2024]
Abstract
BACKGROUND Chronic painful temporomandibular disorders (TMD), awake bruxism and sleep bruxism are often comorbid with post-traumatic stress disorder (PTSD), but the implications for treatment are unknown. OBJECTIVE(S) To explore the effects of PTSD treatment on these conditions. We hypothesized that chronic painful TMD, pain intensity, pain interference, awake bruxism and sleep bruxism would decrease after evidence-based trauma-focused treatment and that this decrease would be maintained at the 6-month follow-up. METHODS Individuals referred for PTSD treatment were assessed for chronic painful TMD (temporomandibular disorder pain screener), pain intensity, pain interference (Graded Chronic Pain Scale 2.0), awake bruxism and sleep bruxism (oral behaviours checklist) pre-, post-treatment and at the 6-month follow-up. Hypotheses were tested using the Friedman test, followed by a post hoc Wilcoxon signed-rank test. Effect sizes (Cohen's r) are reported. Barely any pain interference was reported, therefore these outcomes were not analysed. RESULTS In individuals with chronic painful TMD (n = 98), pain intensity, awake bruxism and sleep bruxism decreased across the three time points. Post hoc tests showed that chronic painful TMD (r = 0.59), pain intensity (r = 0.28), awake bruxism (r = 0.51) and sleep bruxism (r = 0.35) decreased between pre- and post-treatment. Between pre-treatment and the 6-month follow-up, chronic painful TMD (r = 0.58), awake bruxism (r = 0.30) and sleep bruxism (r = 0.39) decreased as well. CONCLUSION The results provide preliminary support for a trauma-sensitive approach for patients with chronic painful TMD and PTSD and suggest that trauma-focused treatment may be beneficial for chronic painful TMD, awake bruxism and sleep bruxism in patients with PTSD and chronic painful TMD.
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Affiliation(s)
- Wendy Knibbe
- Department of Orofacial Pain and Dysfunction, Academic Centre for Dentistry Amsterdam (ACTA), University of Amsterdam and Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Ad de Jongh
- Research Department PSYTREC, Bilthoven, The Netherlands
- Department of Social Dentistry and Behavioural Sciences, Academic Centre for Dentistry Amsterdam (ACTA), University of Amsterdam and Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
- School of Health Sciences, Salford University, Manchester, UK
- Institute of Health and Society, University of Worcester, Worcester, UK
- School of Psychology, Queen's University, Belfast, UK
| | - Kübra Acar-Ceylan
- Department of Orofacial Pain and Dysfunction, Academic Centre for Dentistry Amsterdam (ACTA), University of Amsterdam and Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Zahra Al Hamami
- Department of Orofacial Pain and Dysfunction, Academic Centre for Dentistry Amsterdam (ACTA), University of Amsterdam and Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Corine M Visscher
- Department of Orofacial Pain and Dysfunction, Academic Centre for Dentistry Amsterdam (ACTA), University of Amsterdam and Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Frank Lobbezoo
- Department of Orofacial Pain and Dysfunction, Academic Centre for Dentistry Amsterdam (ACTA), University of Amsterdam and Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
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Strigo IA, Craig ADB, Simmons AN. Expectation of pain and relief: A dynamical model of the neural basis for pain-trauma co-morbidity. Neurosci Biobehav Rev 2024; 163:105750. [PMID: 38849067 DOI: 10.1016/j.neubiorev.2024.105750] [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: 01/25/2024] [Revised: 05/30/2024] [Accepted: 06/02/2024] [Indexed: 06/09/2024]
Abstract
Posttraumatic Stress Disorder (PTSD) is highly co-morbid with chronic pain conditions. When present, PTSD significantly worsens chronic pain outcomes. Likewise, pain contributes to a more severe PTSD as evidenced by greater disability, more frequent use of harmful opioid analgesics and increased pain severity. The biomechanism behind this comorbidity is incompletely understood, however recent work strongly supports the widely-accepted role of expectation, in the entanglement of chronic pain and trauma symptoms. This work has shown that those with trauma have a maladaptive brain response while expecting stress and pain, whereas those with chronic pain may have a notable impairment in brain response while expecting pain relief. This dynamical expectation model of the interaction between neural systems underlying expectation of pain onset (traumatic stress) and pain offset (chronic pain) is biologically viable and may provide a biomechanistic insight into pain-trauma comorbidity. These predictive mechanisms work through interoceptive pathways in the brain critically the insula cortex. Here we highlight how the neural expectation-related mechanisms augment the existing models of pain and trauma to better understand the dynamics of pain and trauma comorbidity. These ideas will point to targeted complementary clinical approaches, based on mechanistically separable neural biophenotypes for the entanglement of chronic pain and trauma symptoms.
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Affiliation(s)
- Irina A Strigo
- Emotion and Pain Laboratory, San Francisco Veterans Affairs Health Care Center, 4150 Clement Street, San Francisco, CA 94121, USA; Department of Psychiatry, University of California San Francisco, 401 Parnassus Ave, San Francisco, CA 94143, USA.
| | | | - Alan N Simmons
- Center of Excellence in Stress and Mental Health, San Diego Veterans Affairs Health Care Center, 3350 La Jolla Village Dr, San Diego, CA 92161, USA; Stress and Neuroimaging Laboratory, San Diego Veterans Affairs Health Care Center, 3350 La Jolla Village Drive, MC 151-B, San Diego, CA 92161, USA; Department of Psychiatry, University of California San Diego, 9500 Gilman Dr, La Jolla, CA 92093, USA
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Park BH, Han JH, Park JH, Min TW, Lee HJ, Lee YJ, Lee SH, Park KS, Ha IH. Effectiveness and safety of motion-style acupuncture treatment using traction for inpatients with acute low back pain caused by a traffic accident: A randomized controlled trial. Medicine (Baltimore) 2024; 103:e38590. [PMID: 38905412 PMCID: PMC11191944 DOI: 10.1097/md.0000000000038590] [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: 04/16/2024] [Accepted: 05/24/2024] [Indexed: 06/23/2024] Open
Abstract
BACKGROUND Musculoskeletal symptoms, such as neck pain and low back pain (LBP) are common after a traffic accident (TA). While motion-style acupuncture treatment (MSAT) is effective in relieving pain, MSAT using traction (T-MSAT) has rarely been studied, and evidence for its efficacy and safety is lacking. To address this gap, this study aimed to assess the effectiveness and safety of T-MSAT for pain and functional disturbances in patients with acute LBP caused by a TA. METHODS This two-armed, parallel, assessor blinded randomized controlled trial, conducted at Jaseng Hospital of Korean Medicine, included 100 patients with acute LBP occurring within 1 week of a TA. The participants were randomly allocated (1:1 ratio) to receive either combined T-MSAT and integrative Korean medicine treatment (IKMT) or only conventional IKMT, applied for 3 consecutive days after admission. The primary outcome was the difference between numerical rating scale (NRS) scores for LBP at baseline and after treatment completion on day 4 after admission. RESULTS At the primary endpoint, the difference in NRS scores for LBP between the T-MSAT and control groups was 0.94 (95% confidence interval [CI] 0.40-1.48). The T-MSAT group showed a significantly lower NRS score for LBP than the control group. Differences in visual analogue scale (VAS) scores between the T-MSAT and control groups were significant at baseline and discharge. The area under the curve of the VAS score showed a significant difference (-46.86 [95% CI -85.13 to -8.59]), indicating faster pain reduction in the T-MSAT group than in the control group. Recovery (30% pain reduction) was achieved more rapidly in the T-MSAT group than in the control group (log-rank test P = .005). Meanwhile, the NRS, VAS, Oswestry disability index, and quality of life scores at discharge or at the 12-week follow-up showed no significant difference. The rates of mild adverse events (AEs) were comparable between the groups. No severe AEs were reported, and none of the AEs were associated with the clinical trial. CONCLUSIONS T-MSAT combined with IKMT is a safe treatment that can effectively and quickly reduce initial pain in patients with LBP.
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Affiliation(s)
- Byung-Hak Park
- Jaseng Hospital of Korean Medicine, Seoul, Republic of Korea
| | - Jeong-Hun Han
- Jaseng Hospital of Korean Medicine, Seoul, Republic of Korea
| | - Jin-Hun Park
- Jaseng Hospital of Korean Medicine, Seoul, Republic of Korea
| | - Tae-Woon Min
- Jaseng Hospital of Korean Medicine, Seoul, Republic of Korea
| | - Hyun-Jun Lee
- Jaseng Hospital of Korean Medicine, Seoul, Republic of Korea
| | - Yoon Jae Lee
- Jaseng Spine and Joint Research Institute, Jaseng Medical Foundation, Seoul, Republic of Korea
| | - Sook-Hyun Lee
- Jaseng Spine and Joint Research Institute, Jaseng Medical Foundation, Seoul, Republic of Korea
| | - Kyoung Sun Park
- Jaseng Hospital of Korean Medicine, Seoul, Republic of Korea
| | - In-Hyuk Ha
- Jaseng Spine and Joint Research Institute, Jaseng Medical Foundation, Seoul, Republic of Korea
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Hwangbo SY, Kim YJ, Shin DG, An SJ, Choi H, Lee Y, Lee YJ, Kim JY, Ha IH. Effectiveness and Safety of Progressive Loading-Motion Style Acupuncture Treatment for Acute Low Back Pain after Traffic Accidents: A Randomized Controlled Trial. Healthcare (Basel) 2023; 11:2939. [PMID: 37998431 PMCID: PMC10671479 DOI: 10.3390/healthcare11222939] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2023] [Revised: 11/03/2023] [Accepted: 11/07/2023] [Indexed: 11/25/2023] Open
Abstract
BACKGROUND Traffic injuries include acute low back pain (LBP) needing active treatment to prevent chronicity. This two-armed, parallel, assessor-blinded, randomized controlled trial evaluated the effectiveness and safety of progressive loading-motion style acupuncture treatment (PL-MSAT) for acute LBP following traffic accidents. METHODS Based on an effect size of 1.03, 104 participants were recruited and divided in a 1:1 ratio into PL-MAST and control groups using block randomization. Both groups underwent integrative Korean medicine treatment (IKMT) daily; only the PL-MSAT group underwent three PL-MSAT sessions. The outcomes were assessed before and after the treatment sessions and at 1 and 3 months post-discharge. The primary outcome was the difference in the numeric rating scale (NRS) for LBP. The secondary outcomes included a visual analog scale for LBP, leg pain status, the Oswestry disability index, lumbar active range of motion (ROM), quality of life, Patient Global Impression of Change, and Post-Traumatic Stress Disorder Checklist adverse events. RESULTS In the modified intention-to-treat analysis, 50 and 51 participants were included in the PL-MSAT and control groups. On Day 4, the mean LBP NRS score was 3.67 (3.44-3.90) in the PL-MSAT group, indicating a significantly lower NRS 0.77 (0.44-1.11) compared to 4.44 (4.20-4.68) for the control group (p < 0.001). The PL-MSAT group exhibited greater ROM flexion (-5.31; -8.15 to -2.48) and extension (-2.09; -3.39 to -0.80). No significant differences were found for the secondary outcomes and follow-ups. CONCLUSIONS Compared with IKMT alone, PL-MSAT plus IKMT showed significantly better outcomes for reducing pain and increasing the ROM in acute LBP.
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Affiliation(s)
- Seung-Yoon Hwangbo
- Bucheon Jaseng Hospital of Korean Medicine, Bucheon-si 14598, Republic of Korea; (S.-Y.H.); (Y.-J.K.); (D.G.S.); (S.-J.A.); (H.C.); (Y.L.)
| | - Young-Jun Kim
- Bucheon Jaseng Hospital of Korean Medicine, Bucheon-si 14598, Republic of Korea; (S.-Y.H.); (Y.-J.K.); (D.G.S.); (S.-J.A.); (H.C.); (Y.L.)
| | - Dong Guk Shin
- Bucheon Jaseng Hospital of Korean Medicine, Bucheon-si 14598, Republic of Korea; (S.-Y.H.); (Y.-J.K.); (D.G.S.); (S.-J.A.); (H.C.); (Y.L.)
| | - Sang-Joon An
- Bucheon Jaseng Hospital of Korean Medicine, Bucheon-si 14598, Republic of Korea; (S.-Y.H.); (Y.-J.K.); (D.G.S.); (S.-J.A.); (H.C.); (Y.L.)
| | - Hyunjin Choi
- Bucheon Jaseng Hospital of Korean Medicine, Bucheon-si 14598, Republic of Korea; (S.-Y.H.); (Y.-J.K.); (D.G.S.); (S.-J.A.); (H.C.); (Y.L.)
| | - Yeonsun Lee
- Bucheon Jaseng Hospital of Korean Medicine, Bucheon-si 14598, Republic of Korea; (S.-Y.H.); (Y.-J.K.); (D.G.S.); (S.-J.A.); (H.C.); (Y.L.)
| | - Yoon Jae Lee
- Jaseng Spine and Joint Research Institute, Jaseng Medical Foundation, Seoul 06110, Republic of Korea;
| | - Ju Yeon Kim
- Jaseng Spine and Joint Research Institute, Jaseng Medical Foundation, Seoul 06110, Republic of Korea;
| | - In-Hyuk Ha
- Jaseng Spine and Joint Research Institute, Jaseng Medical Foundation, Seoul 06110, Republic of Korea;
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7
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Kim R, Lin T, Pang G, Liu Y, Tungate AS, Hendry PL, Kurz MC, Peak DA, Jones J, Rathlev NK, Swor RA, Domeier R, Velilla MA, Lewandowski C, Datner E, Pearson C, Lee D, Mitchell PM, McLean SA, Linnstaedt SD. Derivation and validation of risk prediction for posttraumatic stress symptoms following trauma exposure. Psychol Med 2023; 53:4952-4961. [PMID: 35775366 DOI: 10.1017/s003329172200191x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
BACKGROUND Posttraumatic stress symptoms (PTSS) are common following traumatic stress exposure (TSE). Identification of individuals with PTSS risk in the early aftermath of TSE is important to enable targeted administration of preventive interventions. In this study, we used baseline survey data from two prospective cohort studies to identify the most influential predictors of substantial PTSS. METHODS Self-identifying black and white American women and men (n = 1546) presenting to one of 16 emergency departments (EDs) within 24 h of motor vehicle collision (MVC) TSE were enrolled. Individuals with substantial PTSS (⩾33, Impact of Events Scale - Revised) 6 months after MVC were identified via follow-up questionnaire. Sociodemographic, pain, general health, event, and psychological/cognitive characteristics were collected in the ED and used in prediction modeling. Ensemble learning methods and Monte Carlo cross-validation were used for feature selection and to determine prediction accuracy. External validation was performed on a hold-out sample (30% of total sample). RESULTS Twenty-five percent (n = 394) of individuals reported PTSS 6 months following MVC. Regularized linear regression was the top performing learning method. The top 30 factors together showed good reliability in predicting PTSS in the external sample (Area under the curve = 0.79 ± 0.002). Top predictors included acute pain severity, recovery expectations, socioeconomic status, self-reported race, and psychological symptoms. CONCLUSIONS These analyses add to a growing literature indicating that influential predictors of PTSS can be identified and risk for future PTSS estimated from characteristics easily available/assessable at the time of ED presentation following TSE.
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Affiliation(s)
- Raphael Kim
- Institute for Trauma Recovery, University of North Carolina, Chapel Hill, NC, USA
- Department of Anesthesiology, University of North Carolina, Chapel Hill, NC, USA
- Department of Computer Science, University of North Carolina, Chapel Hill, NC, USA
- Department of Statistics and Operations Research, University of North Carolina, Chapel Hill, NC, USA
| | - Tina Lin
- Institute for Trauma Recovery, University of North Carolina, Chapel Hill, NC, USA
- Department of Anesthesiology, University of North Carolina, Chapel Hill, NC, USA
| | - Gehao Pang
- Institute for Trauma Recovery, University of North Carolina, Chapel Hill, NC, USA
- Department of Anesthesiology, University of North Carolina, Chapel Hill, NC, USA
| | - Yufeng Liu
- Department of Statistics and Operations Research, University of North Carolina, Chapel Hill, NC, USA
- Department of Biostatistics, University of North Carolina, Chapel Hill, NC, USA
- Department of Genetics, Carolina Center for Genome Sciences, Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC, USA
| | - Andrew S Tungate
- Institute for Trauma Recovery, University of North Carolina, Chapel Hill, NC, USA
- Department of Anesthesiology, University of North Carolina, Chapel Hill, NC, USA
| | - Phyllis L Hendry
- Department of Emergency Medicine, University of Florida College of Medicine, Jacksonville, FL, USA
| | - Michael C Kurz
- Department of Emergency Medicine, University of Alabama, Birmingham, AL, USA
| | - David A Peak
- Department of Emergency Medicine, Massachusetts General Hospital, Boston, MA, USA
| | - Jeffrey Jones
- Department of Emergency Medicine, Spectrum Health Butterworth Campus, Grand Rapids, MI, USA
| | - Niels K Rathlev
- Department of Emergency Medicine, Baystate State Health System, Springfield, MA, USA
| | - Robert A Swor
- Department of Emergency Medicine, Beaumont Hospital, Royal Oak, MI, USA
| | - Robert Domeier
- Department of Emergency Medicine, St Joseph Mercy Health System, Ann Arbor, MI, USA
| | | | | | - Elizabeth Datner
- Department of Emergency Medicine, Albert Einstein Medical Center, Philadelphia, PA, USA
| | - Claire Pearson
- Department of Emergency Medicine, Detroit Receiving, Detroit, MI, USA
| | - David Lee
- Department of Emergency Medicine, North Shore University Hospital, Manhasset, NY, USA
| | - Patricia M Mitchell
- Department of Emergency Medicine, Boston University School of Medicine, Boston, MA, USA
| | - Samuel A McLean
- Institute for Trauma Recovery, University of North Carolina, Chapel Hill, NC, USA
- Department of Anesthesiology, University of North Carolina, Chapel Hill, NC, USA
- Department of Emergency Medicine, University of North Carolina, Chapel Hill, NC, USA
| | - Sarah D Linnstaedt
- Institute for Trauma Recovery, University of North Carolina, Chapel Hill, NC, USA
- Department of Anesthesiology, University of North Carolina, Chapel Hill, NC, USA
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8
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Shin N, Nam H, Kim DW, Lee YJ, Kim D, Ha IH. Effectiveness of Integrative Korean Medicine Treatment in Patients with Traffic-Accident-Induced Acute Low Back Pain and Mild Adult Scoliosis. Healthcare (Basel) 2023; 11:1735. [PMID: 37372851 DOI: 10.3390/healthcare11121735] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2023] [Revised: 06/07/2023] [Accepted: 06/11/2023] [Indexed: 06/29/2023] Open
Abstract
We investigated the effectiveness of integrative Korean medicine treatment in patients with pre-existing scoliosis who received inpatient care for traffic-accident-induced acute LBP. We selected 674 patients diagnosed with scoliosis between 1 January 2015, and 30 June 2021, using lumbar spine (L-spine) imaging, across four Korean medicine hospitals in Korea for a retrospective chart review and sent them a questionnaire-based follow-up survey. The primary outcome was a numeric rating scale (NRS) score of LBP. The secondary outcomes were the Oswestry Disability Index (ODI), 5-level EuroQol 5-dimension (EQ-5D-5L), and patient global impression of change (PGIC) scores. In total, 101 patients responded to the follow-up survey. NRS scores decreased from 4.86 (4.71-5.02) to 3.53 (3.17-3.90) from admission to discharge, subsequently decreasing to 3.01 (2.64-3.38) (p < 0.001) at the last follow-up. Similarly, ODI scores decreased from 35.96 (33.08-38.85) to 22.73 (20.23-25.24) and 14.21 (11.74-16.67) (p < 0.001), respectively. Approximately 87.1% of patients were satisfied with their inpatient care. There were no significant differences in the degree of improvement according to the severity of scoliosis. Integrative Korean medicine treatment can improve pain, lumbar dysfunction, and quality of life in patients with traffic-accident-induced acute low back pain and pre-existing mild scoliosis.
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Affiliation(s)
- Nayoung Shin
- Department of Korean Medicine Rehabilitation, Ulsan Jaseng Hospital of Korean Medicine, 662-9, Sinjeong-dong, Nam-gu, Ulsan 44676, Republic of Korea
| | - Hyejin Nam
- Department of Korean Medicine Ophthalmology, Otolaryngology & Dermatology, Ulsan Jaseng Hospital of Korean Medicine, 662-9, Sinjeong-dong, Nam-gu, Ulsan 44676, Republic of Korea
| | - Dong Woo Kim
- Department of Internal Korean Medicine, Ulsan Jaseng Hospital of Korean Medicine, 662-9, Sinjeong-dong, Nam-gu, Ulsan 44676, Republic of Korea
| | - Yoon Jae Lee
- Jaseng Spine and Joint Research Institute, Jaseng Medical Foundation, Gangnam-gu, Seoul 06110, Republic of Korea
| | - Doori Kim
- Jaseng Spine and Joint Research Institute, Jaseng Medical Foundation, Gangnam-gu, Seoul 06110, Republic of Korea
| | - In-Hyuk Ha
- Jaseng Spine and Joint Research Institute, Jaseng Medical Foundation, Gangnam-gu, Seoul 06110, Republic of Korea
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Beaudoin FL, An X, Basu A, Ji Y, Liu M, Kessler RC, Doughtery RF, Zeng D, Bollen KA, House SL, Stevens JS, Neylan TC, Clifford GD, Jovanovic T, Linnstaedt SD, Germine LT, Rauch SL, Haran JP, Storrow AB, Lewandowski C, Musey PI, Hendry PL, Sheikh S, Jones CW, Punches BE, Kurz MC, Swor RA, Murty VP, McGrath ME, Hudak LA, Pascual JL, Datner EM, Chang AM, Pearson C, Peak DA, Merchant RC, Domeier RM, Rathlev NK, Neil BJO, Sergot P, Sanchez LD, Bruce SE, Baker JT, Joormann J, Miller MW, Pietrzak RH, Barch DM, Pizzagalli DA, Sheridan JF, Smoller JW, Harte SE, Elliott JM, Koenen KC, Ressler KJ, McLean SA. Use of serial smartphone-based assessments to characterize diverse neuropsychiatric symptom trajectories in a large trauma survivor cohort. Transl Psychiatry 2023; 13:4. [PMID: 36609484 PMCID: PMC9823011 DOI: 10.1038/s41398-022-02289-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/29/2021] [Revised: 10/25/2022] [Accepted: 12/14/2022] [Indexed: 01/09/2023] Open
Abstract
The authors sought to characterize adverse posttraumatic neuropsychiatric sequelae (APNS) symptom trajectories across ten symptom domains (pain, depression, sleep, nightmares, avoidance, re-experiencing, anxiety, hyperarousal, somatic, and mental/fatigue symptoms) in a large, diverse, understudied sample of motor vehicle collision (MVC) survivors. More than two thousand MVC survivors were enrolled in the emergency department (ED) and completed a rotating battery of brief smartphone-based surveys over a 2-month period. Measurement models developed from survey item responses were used in latent growth curve/mixture modeling to characterize homogeneous symptom trajectories. Associations between individual trajectories and pre-trauma and peritraumatic characteristics and traditional outcomes were compared, along with associations within and between trajectories. APNS across all ten symptom domains were common in the first two months after trauma. Many risk factors and associations with high symptom burden trajectories were shared across domains. Both across and within traditional diagnostic boundaries, APNS trajectory intercepts, and slopes were substantially correlated. Across all domains, symptom severity in the immediate aftermath of trauma (trajectory intercepts) had the greatest influence on the outcome. An interactive data visualization tool was developed to allow readers to explore relationships of interest between individual characteristics, symptom trajectories, and traditional outcomes ( http://itr.med.unc.edu/aurora/parcoord/ ). Individuals presenting to the ED after MVC commonly experience a broad constellation of adverse posttraumatic symptoms. Many risk factors for diverse APNS are shared. Individuals diagnosed with a single traditional outcome should be screened for others. The utility of multidimensional categorizations that characterize individuals across traditional diagnostic domains should be explored.
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Affiliation(s)
- Francesca L Beaudoin
- Department of Epidemiology, Brown University, Providence, RI, USA
- Department of Emergency Medicine, Brown University, Providence, RI, USA
| | - Xinming An
- Institute for Trauma Recovery, Department of Anesthesiology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Archana Basu
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Harvard University, Boston, MA, USA
| | - Yinyao Ji
- Institute for Trauma Recovery, Department of Psychiatry, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Mochuan Liu
- Institute for Trauma Recovery, Department of Psychiatry, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
- Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, NC, USA
| | - Ronald C Kessler
- Department of Health Care Policy, Harvard Medical School, Boston, MA, USA
| | | | - Donglin Zeng
- Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, NC, USA
| | - Kenneth A Bollen
- Department of Psychology and Neuroscience & Department of Sociology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Stacey L House
- Department of Emergency Medicine, Washington University School of Medicine, St. Louis, MO, USA
| | - Jennifer S Stevens
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, GA, USA
| | - Thomas C Neylan
- Departments of Psychiatry and Neurology, University of California San Francisco, San Francisco, CA, USA
| | - Gari D Clifford
- Department of Biomedical Informatics, Emory University School of Medicine, Atlanta, GA, USA
- Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, GA, USA
| | - Tanja Jovanovic
- Department of Psychiatry and Behavioral Neurosciences, Wayne State University, Detroit, MA, USA
| | - Sarah D Linnstaedt
- Institute for Trauma Recovery, Department of Anesthesiology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Laura T Germine
- Institute for Technology in Psychiatry, McLean Hospital, Belmont, MA, USA
- The Many Brains Project, Belmont, MA, USA
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA
| | - Scott L Rauch
- Institute for Technology in Psychiatry, McLean Hospital, Belmont, MA, USA
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA
- Department of Psychiatry, McLean Hospital, Belmont, MA, USA
| | - John P Haran
- Department of Emergency Medicine, University of Massachusetts Medical School, Worcester, MA, USA
| | - Alan B Storrow
- Department of Emergency Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
| | | | - Paul I Musey
- Department of Emergency Medicine, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Phyllis L Hendry
- Department of Emergency Medicine, University of Florida College of Medicine -Jacksonville, Jacksonville, FL, USA
| | - Sophia Sheikh
- Department of Emergency Medicine, University of Florida College of Medicine -Jacksonville, Jacksonville, FL, USA
| | - Christopher W Jones
- Department of Emergency Medicine, Cooper Medical School of Rowan University, Camden, NJ, USA
| | - Brittany E Punches
- Department of Emergency Medicine, University of Cincinnati College of Medicine, Cincinnati, OH, USA
- College of Nursing, University of Cincinnati, Cincinnati, OH, USA
| | - Michael C Kurz
- Department of Emergency Medicine, University of Alabama School of Medicine, Birmingham, AL, USA
- Department of Surgery, Division of Acute Care Surgery, University of Alabama School of Medicine, Birmingham, AL, USA
- Center for Injury Science, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Robert A Swor
- Department of Emergency Medicine, Oakland University William Beaumont School of Medicine, Rochester, MI, USA
| | - Vishnu P Murty
- Department of Psychology, Temple University, Philadelphia, PA, USA
| | - Meghan E McGrath
- Department of Emergency Medicine, Boston Medical Center, Boston, MA, USA
| | - Lauren A Hudak
- Department of Emergency Medicine, Emory University School of Medicine, Atlanta, GA, USA
| | - Jose L Pascual
- Department of Surgery, Department of Neurosurgery, University of Pennsylvania, Philadelphia, PA, USA
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Elizabeth M Datner
- Department of Emergency Medicine, Einstein Healthcare Network, Philadelphia, PA, USA
- Department of Emergency Medicine, Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, PA, USA
| | - Anna M Chang
- Department of Emergency Medicine, Jefferson University Hospitals, Philadelphia, PA, USA
| | - Claire Pearson
- Department of Emergency Medicine, Wayne State University, Detroit, MI, USA
| | - David A Peak
- Department of Emergency Medicine, Massachusetts General Hospital, Boston, MA, USA
| | - Roland C Merchant
- Department of Emergency Medicine, Brigham and Women's Hospital, Boston, MA, USA
| | - Robert M Domeier
- Department of Emergency Medicine, Saint Joseph Mercy Hospital, Ypsilanti, MI, USA
| | - Niels K Rathlev
- Department of Emergency Medicine, University of Massachusetts Medical School-Baystate, Springfield, MA, USA
| | - Brian J O' Neil
- Department of Emergency Medicine, Wayne State University, Detroit, MI, USA
| | - Paulina Sergot
- Department of Emergency Medicine, McGovern Medical School, University of Texas Health, Houston, TX, USA
| | - Leon D Sanchez
- Department of Emergency Medicine, Beth Israel Deaconess Medical Center, Boston, MA, USA
- Department of Emergency Medicine, Harvard Medical School, Boston, MA, USA
| | - Steven E Bruce
- Department of Psychological Sciences, University of Missouri - St. Louis, St. Louis, MO, USA
| | | | - Jutta Joormann
- Department of Psychology, Yale University, West Haven, CT, USA
| | - Mark W Miller
- National Center for PTSD, Behavioral Science Division, VA Boston Healthcare System, Boston, MA, USA
- Department of Psychiatry, Boston University School of Medicine, Boston, MA, USA
| | - Robert H Pietrzak
- National Center for PTSD, Clinical Neurosciences Division, VA Connecticut Healthcare System, West Haven, CT, USA
- Department of Psychiatry, Yale School of Medicine, West Haven, CT, USA
| | - Deanna M Barch
- Department of Psychological & Brain Sciences, Washington University in St. Louis, St. Louis, MO, USA
| | - Diego A Pizzagalli
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA
- Division of Depression and Anxiety, McLean Hospital, Belmont, MA, USA
| | - John F Sheridan
- Department of Biosciences, OSU Wexner Medical Center, Columbus, OH, USA
- Institute for Behavioral Medicine Research, OSU Wexner Medical Center, Columbus, OH, USA
| | - Jordan W Smoller
- Department of Psychiatry, Psychiatric and Neurodevelopmental Genetics Unit, Massachusetts General Hospital, Boston, MA, USA
- Stanley Center for Psychiatric Research, Broad Institute, Cambridge, MA, USA
| | - Steven E Harte
- Department of Anesthesiology, University of Michigan Medical School, Ann Arbor, MI, USA
- Department of Internal Medicine-Rheumatology, University of Michigan Medical School, Ann Arbor, MI, USA
| | - James M Elliott
- Kolling Institute of Medical Research, University of Sydney, St Leonards, NSW, Australia
- Faculty of Medicine and Health, University of Sydney, Northern Sydney Local, Health District, NSW, Australia
- Physical Therapy & Human Movement Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Karestan C Koenen
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Harvard University, Boston, MA, USA
| | - Kerry J Ressler
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA
- Division of Depression and Anxiety, McLean Hospital, Belmont, MA, USA
| | - Samuel A McLean
- Institute for Trauma Recovery, Department of Psychiatry, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
- Department of Emergency Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
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10
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Carvalho CM, Coimbra BM, Bugiga A, Marques DF, Kiyomi Ota V, Mello AF, Mello MF, Belangero SI. Hyperarousal Symptom Severity in Women with Posttraumatic Stress Disorder Might Be Associated with LINE-1 Hypomethylation in Childhood Sexual Abuse Victims. Complex Psychiatry 2023; 9:44-56. [PMID: 37034826 PMCID: PMC10080193 DOI: 10.1159/000529698] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2022] [Accepted: 02/02/2023] [Indexed: 02/17/2023] Open
Abstract
Introduction Sexual assault and a history of childhood sexual abuse (CSA) are related to posttraumatic stress disorder (PTSD) development. Long interspersed nuclear elements (LINE-1) are transposable elements, and their methylation is used to infer DNA global methylation. DNA methylation can be affected by trauma exposition which in turn would be associated with PTSD. Thus, we investigated if the LINE-1 methylation pattern is related to PTSD symptoms in females with a history of CSA. Methods This is a case-control study that examined, at baseline (W1), 64 women victims of sexual assault diagnosed with PTSD and 31 patients with PTSD who completed the 1-year follow-up (W2). Participants were categorized into two groups according to the presence of CSA (PTSDCSA+: NW1 = 19, NW2 = 10; PTSDCSA-: NW1 = 45, NW2 = 21). PTSD symptoms (re-experiencing, avoidance, hyperarousal, alterations in cognition/mood) were assessed using the Clinician-Administered PTSD Scale, and the history of CSA was assessed by the Childhood Trauma Questionnaire. LINE-1 methylation was measured in three sites (CpG1, CpG2, CpG3) located in the 5'UTR region using bisulfite conversion followed by pyrosequencing. Linear regression models were performed to test the relation between LINE-1 CpG sites methylation and PTSD symptoms. Results We found a negative association between CpG2 methylation and hyperarousal symptoms among those in the PTSDCSA+ group in W1 (adjusted p = 0.003) compared to the PTSDCSA- group (p > 0.05). Still, no association was observed between other PTSD symptoms and other CpG sites. Further, in the longitudinal analysis, LINE-1 hypomethylation was no longer observed in PTSD participants exposed to CSA. Conclusion Our findings suggest that LINE-1 methylation may help understand the relationship between trauma and PTSD. However, more studies are needed to investigate LINE-1 as an epigenetic marker of psychiatric disorders.
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Affiliation(s)
- Carolina Muniz Carvalho
- Department of Psychiatry of Universidade Federal de São Paulo (UNIFESP), São Paulo, Brazil
- LiNC - Laboratory of Integrative Neuroscience of Universidade Federal de São Paulo (UNIFESP), São Paulo, Brazil
| | - Bruno Messina Coimbra
- Department of Psychiatry of Universidade Federal de São Paulo (UNIFESP), São Paulo, Brazil
- Department of Psychiatry, Amsterdam Public Health Research Institute and Amsterdam Neuroscience Research Institute, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
| | - Amanda Bugiga
- LiNC - Laboratory of Integrative Neuroscience of Universidade Federal de São Paulo (UNIFESP), São Paulo, Brazil
- Genetics Division of Department of Morphology and Genetics of Universidade Federal de São Paulo (UNIFESP), São Paulo, Brazil
| | - Diogo Ferri Marques
- Department of Psychiatry of Universidade Federal de São Paulo (UNIFESP), São Paulo, Brazil
- LiNC - Laboratory of Integrative Neuroscience of Universidade Federal de São Paulo (UNIFESP), São Paulo, Brazil
- Department of Medical Genetics, University of Calgary, Calgary, AB, Canada
| | - Vanessa Kiyomi Ota
- LiNC - Laboratory of Integrative Neuroscience of Universidade Federal de São Paulo (UNIFESP), São Paulo, Brazil
- Genetics Division of Department of Morphology and Genetics of Universidade Federal de São Paulo (UNIFESP), São Paulo, Brazil
| | - Andrea Feijó Mello
- Department of Psychiatry of Universidade Federal de São Paulo (UNIFESP), São Paulo, Brazil
| | - Marcelo Feijó Mello
- Department of Psychiatry of Universidade Federal de São Paulo (UNIFESP), São Paulo, Brazil
| | - Sintia Iole Belangero
- LiNC - Laboratory of Integrative Neuroscience of Universidade Federal de São Paulo (UNIFESP), São Paulo, Brazil
- Genetics Division of Department of Morphology and Genetics of Universidade Federal de São Paulo (UNIFESP), São Paulo, Brazil
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11
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Short NA, Tungate AS, Bollen KA, Sullivan J, D'Anza T, Lechner M, Bell K, Black J, Buchanan J, Reese R, Ho JD, Reed GD, Platt MA, Riviello RJ, Rossi CH, Martin SL, Liberzon I, Rauch SAM, Kessler RC, Nugent N, McLean SA. Pain is common after sexual assault and posttraumatic arousal/reactivity symptoms mediate the development of new or worsening persistent pain. Pain 2022; 163:e121-e128. [PMID: 34224498 DOI: 10.1097/j.pain.0000000000002329] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2020] [Accepted: 04/22/2021] [Indexed: 11/26/2022]
Abstract
ABSTRACT Clinically significant new or worsening pain (CSNWP) is a common, yet often overlooked, sequelae of sexual assault. Little is known regarding factors influencing the development of CSNWP in sexual assault survivors. The current study used data from a recently completed prospective study to evaluate whether posttraumatic alterations in arousal and reactivity in the early aftermath of sexual assault influence the transition from acute to clinically significant new or worsening persistent pain. Women ≥ 18 years of age (n = 706) presenting for emergency care after sexual assault to 13 emergency care sites were enrolled in the study. Women completed assessments at the time of presentation as well as at 1 week (n = 706, 100%) and 6 weeks (n = 630, 91%). Nearly 70% of women reported CSNWP at the time of emergency care (n = 475, 69%), which persisted to 6 weeks in approximately 2 in 5 survivors (n = 248, 41%). A structural equation model adjusted for age, race, past trauma exposure, and preassault pain levels suggested that posttraumatic alterations in arousal/reactivity symptoms 1 week after assault partially mediated the transition from acute to persistent CSNWP. A significant portion (41%) of women sexual assault survivors develop CSNWP 6 weeks postassault. Posttraumatic arousal/reactivity symptoms in the early aftermath of assault contribute to CSNWP development; such symptoms are potential targets for secondary preventive interventions to reduce chronic postassault pain.
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Affiliation(s)
- Nicole A Short
- Institute for Trauma Recovery, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
- Departments of Anesthesiology and
| | - Andrew S Tungate
- Institute for Trauma Recovery, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
- Departments of Anesthesiology and
| | - Kenneth A Bollen
- Psychology and Neuroscience, and Sociology, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Jenyth Sullivan
- Institute for Trauma Recovery, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
- Departments of Anesthesiology and
| | - Teresa D'Anza
- Albuquerque SANE Collaborative, Albuquerque, NM, United States
| | - Megan Lechner
- Emergency Deprtment, UC Health Memorial Hospital, Colorado Springs, CO, United States
| | - Kathy Bell
- Tulsa Forensic Nursing Services, Tulsa, OK, United States
| | | | - Jennie Buchanan
- Department of Emergency Medicine, Denver Health, Denver, CO, United States
| | - Rhiannon Reese
- Crisis Center of Birmingham, Birmingham, AL, United States
| | - Jeffrey D Ho
- Department of Emergency Medicine, Hennepin Healthcare, Minneapolis, MN, United States
| | - Gordon D Reed
- Department of Emergency Medicine, Christiana Care, Newark, DE, United States
| | - Melissa A Platt
- Department of Emergency Medicine, University of Louisville, Louisville, KY, United States
| | - Ralph J Riviello
- Department of Emergency Medicine, University of Texas Health San Antonio, TX, United States
| | | | - Sandra L Martin
- Department of Maternal and Child Health, Gillings School of Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Israel Liberzon
- Department of Psychiatry, Texas A&M University, Bryan, TX, United States
| | - Sheila A M Rauch
- Department of Psychiatry, Emory University, Atlanta, GA, VA Atlanta Healthcare System, Atlanta, GA, United States
| | - Ronald C Kessler
- Department of Health Care Policy, Harvard Medical School, Boston, MA, United States
| | - Nicole Nugent
- Departments of Psychiatry and Human Behavior, Pediatrics, and Emergency Medicine, Brown University, Providence, RI, United States
| | - Samuel A McLean
- Institute for Trauma Recovery, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
- Departments of Anesthesiology and
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12
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Kessler RC, Ressler KJ, House SL, Beaudoin FL, An X, Stevens JS, Zeng D, Neylan TC, Linnstaedt SD, Germine LT, Musey PI, Hendry PL, Sheikh S, Storrow AB, Jones CW, Punches BE, Datner EM, Mohiuddin K, Gentile NT, McGrath ME, van Rooij SJ, Hudak LA, Haran JP, Peak DA, Domeier RM, Pearson C, Sanchez LD, Rathlev NK, Peacock WF, Bruce SE, Miller MW, Joormann J, Barch DM, Pizzagalli DA, Sheridan JF, Smoller JW, Pace TWW, Harte SE, Elliott JM, Harnett NG, Lebois LAM, Hwang I, Sampson NA, Koenen KC, McLean SA. Socio-demographic and trauma-related predictors of PTSD within 8 weeks of a motor vehicle collision in the AURORA study. Mol Psychiatry 2021; 26:3108-3121. [PMID: 33077855 PMCID: PMC8053721 DOI: 10.1038/s41380-020-00911-3] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/23/2019] [Revised: 09/18/2020] [Accepted: 10/02/2020] [Indexed: 02/07/2023]
Abstract
This is the initial report of results from the AURORA multisite longitudinal study of adverse post-traumatic neuropsychiatric sequelae (APNS) among participants seeking emergency department (ED) treatment in the aftermath of a traumatic life experience. We focus on n = 666 participants presenting to EDs following a motor vehicle collision (MVC) and examine associations of participant socio-demographic and participant-reported MVC characteristics with 8-week posttraumatic stress disorder (PTSD) adjusting for pre-MVC PTSD and mediated by peritraumatic symptoms and 2-week acute stress disorder (ASD). Peritraumatic Symptoms, ASD, and PTSD were assessed with self-report scales. Eight-week PTSD prevalence was relatively high (42.0%) and positively associated with participant sex (female), low socioeconomic status (education and income), and several self-report indicators of MVC severity. Most of these associations were entirely mediated by peritraumatic symptoms and, to a lesser degree, ASD, suggesting that the first 2 weeks after trauma may be a uniquely important time period for intervening to prevent and reduce risk of PTSD. This observation, coupled with substantial variation in the relative strength of mediating pathways across predictors, raises the possibility of diverse and potentially complex underlying biological and psychological processes that remain to be elucidated with more in-depth analyses of the rich and evolving AURORA data.
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Affiliation(s)
- Ronald C Kessler
- Department of Health Care Policy, Harvard Medical School, Boston, MA, USA.
| | - Kerry J Ressler
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA
- Division of Depression and Anxiety Disorders, McLean Hospital, Belmont, MA, USA
| | - Stacey L House
- Department of Emergency Medicine, Washington University School of Medicine, St. Louis, MO, USA
| | - Francesca L Beaudoin
- Department of Emergency Medicine, The Alpert Medical School of Brown University, Providence, RI, USA
- Department of Health Services, Policy and Practice, Brown University School of Public Health, Providence, RI, USA
- Rhode Island Hospital, Providence, RI, USA
- The Miriam Hospital, Providence, RI, USA
| | - Xinming An
- Institute for Trauma Recovery, Department of Anesthesiology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Jennifer S Stevens
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, GA, USA
| | - Donglin Zeng
- Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, NC, USA
| | - Thomas C Neylan
- San Francisco VA Healthcare System, San Francisco, CA, USA
- Departments of Psychiatry and Neurology, University of California, San Francisco, CA, USA
| | - Sarah D Linnstaedt
- Institute for Trauma Recovery, Department of Anesthesiology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Laura T Germine
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA
- Institute for Technology in Psychiatry, McLean Hospital, Belmont, MA, USA
- The Many Brains Project, Acton, MA, USA
| | - Paul I Musey
- Department of Emergency Medicine, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Phyllis L Hendry
- Department of Emergency Medicine, University of Florida College of Medicine -Jacksonville, Jacksonville, FL, USA
| | - Sophia Sheikh
- Department of Emergency Medicine, University of Florida College of Medicine -Jacksonville, Jacksonville, FL, USA
| | - Alan B Storrow
- Department of Emergency Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Christopher W Jones
- Department of Emergency Medicine, Cooper Medical School of Rowan University, Camden, NJ, USA
| | - Brittany E Punches
- Department of Emergency Medicine, University of Cincinnati College of Medicine, Cincinnati, OH, USA
- University of Cincinnati College of Nursing, Cincinnati, OH, USA
| | - Elizabeth M Datner
- Department of Emergency Medicine, Einstein Healthcare Network, Philadelphia, PA, USA
- Department of Emergency Medicine, Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, PA, USA
| | - Kamran Mohiuddin
- Department of Internal Medicine, Einstein Medical Center, Philadelphia, PA, USA
- Department of Emergency Medicine, Einstein Medical Center, Philadelphia, PA, USA
| | - Nina T Gentile
- Department of Emergency Medicine, Lewis Katz School of Medicine at Temple University, Philadelphia, PA, USA
| | - Meghan E McGrath
- Department of Emergency Medicine, Boston Medical Center, Boston, MA, USA
| | - Sanne J van Rooij
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, GA, USA
| | - Lauren A Hudak
- Department of Emergency Medicine, Emory University School of Medicine, Atlanta, GA, USA
- Emergency Medicine, Grady Memorial Hospital, Atlanta, GA, USA
| | - John P Haran
- Department of Emergency Medicine, University of Massachusetts Medical School, Worcester, MA, USA
| | - David A Peak
- Department of Emergency Medicine, Massachusetts General Hospital, Boston, MA, USA
| | - Robert M Domeier
- Department of Emergency Medicine, Saint Joseph Mercy Hospital, Ann Arbor, MI, USA
| | - Claire Pearson
- Wayne State University Department of Emergency Medicine, Ascension St. John Hospital, Detroit, MI, USA
| | - Leon D Sanchez
- Department of Emergency Medicine, Beth Israel Deaconess Medical Center, Boston, MA, USA
- Department of Emergency Medicine, Harvard Medical School, Boston, MA, USA
| | - Niels K Rathlev
- Department of Emergency Medicine, University of Massachusetts Medical School-Baystate, Springfield, MA, USA
| | - William F Peacock
- Henry JN Taub Department of Emergency Medicine, Baylor College of Medicine, Houston, TX, USA
| | - Steven E Bruce
- Department of Psychological Sciences, University of Missouri - St. Louis, St. Louis, MO, USA
| | - Mark W Miller
- National Center for PTSD at VA Boston Healthcare System, Boston, MA, USA
- Department of Psychiatry, Boston University School of Medicine, Boston, MA, USA
| | - Jutta Joormann
- Department of Psychology, Yale University, New Haven, CT, USA
| | - Deanna M Barch
- Departments of Psychological & Brain Sciences, Psychiatry, and Radiology, Washington University in St. Louis, St. Louis, MO, USA
| | | | - John F Sheridan
- Department of Neuroscience, Ohio State University Wexner Medical Center, Columbus, OH, USA
- College of Dentistry Division of Bioscience, Ohio State University, Columbus, OH, USA
- Institute for Behavioral Medicine Research, Ohio State University Wexner Medical Center, Columbus, OH, USA
| | - Jordan W Smoller
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA
- Stanley Center for Psychiatric Research, Broad Institute, Boston, MA, USA
| | - Thaddeus W W Pace
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, GA, USA
| | - Steven E Harte
- Chronic Pain and Fatigue Research Center, University of Michigan Medical School, Ann Arbor, MI, USA
- Department of Anesthesiology, University of Michigan Medical School, Ann Arbor, MI, USA
- Department of Internal Medicine-Rheumatology, University of Michigan Medical School, Ann Arbor, MI, USA
| | - James M Elliott
- The Kolling Institute of Medical Research, Northern Clinical School, University of Sydney, St Leonards, NSW, Australia
- Faculty of Health Sciences, University of Sydney, St Leonards, NSW, Australia
- Physical Therapy & Human Movement Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Nathaniel G Harnett
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA
- Division of Depression and Anxiety Disorders, McLean Hospital, Belmont, MA, USA
| | - Lauren A M Lebois
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA
- Division of Depression and Anxiety Disorders, McLean Hospital, Belmont, MA, USA
| | - Irving Hwang
- Department of Health Care Policy, Harvard Medical School, Boston, MA, USA
| | - Nancy A Sampson
- Department of Health Care Policy, Harvard Medical School, Boston, MA, USA
| | - Karestan C Koenen
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Samuel A McLean
- Institute for Trauma Recovery, Department of Anesthesiology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
- Department of Emergency Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
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13
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Beaudoin FL, Kessler RC, Hwang I, Lee S, Sampson NA, An X, Ressler KJ, Koenen KC, McLean SA. Pain after a motor vehicle crash: The role of socio-demographics, crash characteristics and peri-traumatic stress symptoms. Eur J Pain 2021; 25:1119-1136. [PMID: 33458880 PMCID: PMC10913946 DOI: 10.1002/ejp.1733] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2020] [Accepted: 01/13/2021] [Indexed: 11/05/2022]
Abstract
BACKGROUND The vast majority of individuals who come to the emergency department (ED) for care after a motor vehicle collision (MVC) are diagnosed with musculoskeletal strain only and are discharged to home. A significant subset of this population will still develop persistent pain and posttraumatic psychological sequelae may play an important role in pain persistence. METHODS We conducted a multisite longitudinal cohort study of adverse post-traumatic neuropsychiatric sequelae among patients seeking ED treatment in the aftermath of a traumatic life experience. We report on a sub-group of patients (n = 666) presenting after an MVC, the most common type of trauma and we examine associations of socio-demographic and MVC characteristics, and persistent pain 8 weeks after MVC. We also examine the degree to which these associations are related to peritraumatic psychological symptoms and 2-week acute stress reactions using an applied approach. RESULTS Eight-week prevalence of persistent moderate or severe pain was high (67.4%) and positively associated with patient sex (female), older age, low socioeconomic status (education and income) and pain severity in the ED. Peritraumatic stress symptoms (distress and dissociation) appear to exert some influence on both acute pain and the transition from acute to persistent pain. DISCUSSION AND CONCLUSIONS The early aftermath of an MVC may be an important time period for intervening to prevent and reduce persistent pain. Substantial variation in mediating pathways across predictors also suggests potential diverse and complex underlying biological and psychological pathogenic processes are at work in the early weeks following trauma. SIGNIFICANCE The first several days after trauma may dictate recovery trajectories. Persistent pain, pain lasting beyond the expected time of recovery, is associated with pain early in the recovery period, but also mediated through other pathways. Future work is needed to understand the complex neurobiological processes in involved in the development of persistent and acute post-traumatic pain.
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Affiliation(s)
- Francesca L. Beaudoin
- Department of Emergency Medicine & Health Services, Policy, and Practice, The Alpert Medical School of Brown University, Providence, RI, USA
- Rhode Island Hospital and The Miriam Hospital, Providence, RI, USA
| | - R. C. Kessler
- Department of Health Care Policy, Harvard Medical School, Boston, MA, USA
| | - I. Hwang
- Department of Health Care Policy, Harvard Medical School, Boston, MA, USA
| | - S. Lee
- Department of Health Care Policy, Harvard Medical School, Boston, MA, USA
| | - N. A. Sampson
- Department of Health Care Policy, Harvard Medical School, Boston, MA, USA
| | - X. An
- Department of Anesthesiology, Institute for Trauma Recovery, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - K. J. Ressler
- Department of Psychiatry, Harvard Medical School and McLean Hospital, Belmont, MA, USA
| | - K. C. Koenen
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - S. A. McLean
- Department of Anesthesiology, Institute for Trauma Recovery, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
- Department of Emergency Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
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14
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Reed DE, Lehinger E, Cobos B, Vail KE, Nabity PS, Helm PJ, Galgali MS, McGeary DD. Authenticity as a Resilience Factor Against CV-19 Threat Among Those With Chronic Pain and Posttraumatic Stress Disorder. Front Psychol 2021; 12:643869. [PMID: 33995199 PMCID: PMC8113775 DOI: 10.3389/fpsyg.2021.643869] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2020] [Accepted: 04/06/2021] [Indexed: 01/14/2023] Open
Abstract
OBJECTIVE The novel coronavirus (2019; CV-19) is linked to increases in emotional distress and may be particularly problematic for those with pre-existing mental and physical conditions, such as chronic pain and posttraumatic stress disorder (PTSD). However, little empirical research has been published on resilience factors in these individuals. The present study aims to examine authenticity as a resilience factor among those with chronic pain and/or PTSD. METHODS Prior to the national response to the pandemic (January 10-24, 2020), participants were screened for pain-related disability (Oswestry Disability Index; ODI) and PTSD symptoms (Posttraumatic Checklist for DSM-5; PCL-5), and on the basis of those responses were categorized into one of four groups: healthy, chronic pain only, PTSD only, or comorbid chronic pain and PTSD. During the CV-19 pandemic (May 5-May 13, 2020), participants responded again to the ODI and PCL-5, in addition to the Wood Authenticity Scale, Brief Pain Inventory, and items related to the CV-19 pandemic. RESULTS A total of 110 participants (54.55% women), aged 42.19 (SD = 13.16), completed the survey during the pandemic. The comorbid group endorsed higher levels of CV-19 Threat and Impact compared to all other groups. Authenticity moderated this relationship relevant to CV-19 Threat among those in the chronic pain only group, and not in any other group. CONCLUSION The comorbid group endorsed higher levels of CV-19 Threat and Impact compared to all other groups. Importantly, greater authenticity was associated with less CV-19 Threat in the chronic pain only group, and not in any other group. The present study also highlights the importance of engaging authentically for those with chronic pain during the pandemic.
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Affiliation(s)
- David E. Reed
- Center of Innovation for Veteran-Centered and Value-Driven Care, VA Puget Sound Health Care, Seattle, WA, United States
- Department of Psychiatry and Behavioral Sciences, Texas Health Science Center at San Antonio, San Antonio, TX, United States
| | - Elizabeth Lehinger
- Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA, United States
| | - Briana Cobos
- Department of Psychiatry and Behavioral Sciences, Texas Health Science Center at San Antonio, San Antonio, TX, United States
- Department of Psychology, University of Texas at San Antonio, San Antonio, TX, United States
| | - Kenneth E. Vail
- Department of Psychology, Cleveland State University, Cleveland, OH, United States
| | - Paul S. Nabity
- Department of Psychiatry and Behavioral Sciences, Texas Health Science Center at San Antonio, San Antonio, TX, United States
| | - Peter J. Helm
- Department of Psychological Sciences, University of Missouri, Columbia, MO, United States
| | - Madhwa S. Galgali
- Department of Psychological Sciences, University of Missouri, Columbia, MO, United States
| | - Donald D. McGeary
- Department of Psychiatry and Behavioral Sciences, Texas Health Science Center at San Antonio, San Antonio, TX, United States
- Department of Rehabilitation Medicine, University of Texas Health Science Center at San Antonio, San Antonio, TX, United States
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15
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Neylan TC, Kessler RC, Ressler KJ, Clifford G, Beaudoin FL, An X, Stevens JS, Zeng D, Linnstaedt SD, Germine LT, Sheikh S, Storrow AB, Punches BE, Mohiuddin K, Gentile NT, McGrath ME, van Rooij SJH, Haran JP, Peak DA, Domeier RM, Pearson C, Sanchez LD, Rathlev NK, Peacock WF, Bruce SE, Joormann J, Barch DM, Pizzagalli DA, Sheridan JF, Harte SE, Elliott JM, Hwang I, Petukhova MV, Sampson NA, Koenen KC, McLean SA. Prior sleep problems and adverse post-traumatic neuropsychiatric sequelae of motor vehicle collision in the AURORA study. Sleep 2021; 44:zsaa200. [PMID: 32975289 PMCID: PMC7953217 DOI: 10.1093/sleep/zsaa200] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2020] [Revised: 09/16/2020] [Indexed: 01/11/2023] Open
Abstract
STUDY OBJECTIVES Many patients in Emergency Departments (EDs) after motor vehicle collisions (MVCs) develop post-traumatic stress disorder (PTSD) or major depressive episode (MDE). This report from the AURORA study focuses on associations of pre-MVC sleep problems with these outcomes 8 weeks after MVC mediated through peritraumatic distress and dissociation and 2-week outcomes. METHODS A total of 666 AURORA patients completed self-report assessments in the ED and at 2 and 8 weeks after MVC. Peritraumatic distress, peritraumatic dissociation, and pre-MVC sleep characteristics (insomnia, nightmares, daytime sleepiness, and sleep duration in the 30 days before the MVC, trait sleep stress reactivity) were assessed retrospectively in the ED. The survey assessed acute stress disorder (ASD) and MDE at 2 weeks and at 8 weeks assessed PTSD and MDE (past 30 days). Control variables included demographics, MVC characteristics, and retrospective reports about PTSD and MDE in the 30 days before the MVC. RESULTS Prevalence estimates were 41.0% for 2-week ASD, 42.0% for 8-week PTSD, 30.5% for 2-week MDE, and 27.2% for 8-week MDE. Pre-MVC nightmares and sleep stress reactivity predicted 8-week PTSD (mediated through 2-week ASD) and MDE (mediated through the transition between 2-week and 8-week MDE). Pre-MVC insomnia predicted 8-week PTSD (mediated through 2-week ASD). Estimates of population attributable risk suggest that blocking effects of sleep disturbance might reduce prevalence of 8-week PTSD and MDE by as much as one-third. CONCLUSIONS Targeting disturbed sleep in the immediate aftermath of MVC might be one effective way of reducing MVC-related PTSD and MDE.
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Affiliation(s)
- Thomas C Neylan
- San Francisco VA Healthcare System, San Francisco, CA
- Department of Psychiatry, University of California, San Francisco, CA
- Department of Neurology, University of California, San Francisco, CA
| | - Ronald C Kessler
- Department of Health Care Policy, Harvard Medical School, Boston, MA
| | - Kerry J Ressler
- Department of Psychiatry, Harvard Medical School, Boston, MA
- Division of Depression and Anxiety Disorders, McLean Hospital, Belmont, MA
| | - Gari Clifford
- Department of Biomedical Informatics, Emory University School of Medicine, Atlanta, GA
- Department of Biomedical Engineering, Georgia Institute of Technology, Atlanta, GA
| | - Francesca L Beaudoin
- Department of Emergency Medicine, The Alpert Medical School of Brown University, Providence, RI
- Department of Health Services, Policy and Practice, Brown University School of Public Health, Providence, RI
- Department of Emergency Medicine, Rhode Island Hospital, Providence, RI
- Department of Emergency Medicine, The Miriam Hospital, Providence, RI
| | - Xinming An
- Institute for Trauma Recovery, Department of Anesthesiology, University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Jennifer S Stevens
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, GA
| | - Donglin Zeng
- Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, NC
| | - Sarah D Linnstaedt
- Institute for Trauma Recovery, Department of Anesthesiology, University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Laura T Germine
- Department of Psychiatry, Harvard Medical School, Boston, MA
- Institute for Technology in Psychiatry, McLean Hospital, Belmont, MA
- The Many Brains Project, Acton, MA
| | - Sophia Sheikh
- Department of Emergency Medicine, University of Florida College of Medicine-Jacksonville, Jacksonville, FL
| | - Alan B Storrow
- Department of Emergency Medicine, Vanderbilt University Medical Center, Nashville, TN
| | - Brittany E Punches
- Department of Emergency Medicine, University of Cincinnati College of Medicine, Cincinnati, OH
- Department of Emergency Medicine, University of Cincinnati College of Nursing, Cincinnati, OH
| | - Kamran Mohiuddin
- Department of Internal Medicine, Einstein Medical Center, Philadelphia, PA
- Department of Emergency Medicine, Einstein Medical Center, Philadelphia, PA
| | - Nina T Gentile
- Department of Emergency Medicine, Lewis Katz School of Medicine at Temple University, Philadelphia, PA
| | - Meghan E McGrath
- Department of Emergency Medicine, Boston Medical Center, Boston, MA
| | - Sanne J H van Rooij
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, GA
| | - John P Haran
- Department of Emergency Medicine, University of Massachusetts Medical School, Worcester, MA
| | - David A Peak
- Department of Emergency Medicine, Massachusetts General Hospital, Boston, MA
| | - Robert M Domeier
- Department of Emergency Medicine, Saint Joseph Mercy Hospital, Ann Arbor, MI
| | - Claire Pearson
- Wayne State University Department of Emergency Medicine, Ascension St. John Hospital, Detroit, MI
| | - Leon D Sanchez
- Department of Emergency Medicine, Beth Israel Deaconess Medical Center, Boston, MA
- Department of Emergency Medicine, Harvard Medical School, Boston, MA
| | - Niels K Rathlev
- Department of Emergency Medicine, University of Massachusetts Medical School-Baystate, Springfield, MA
| | - William F Peacock
- Henry JN Taub Department of Emergency Medicine, Baylor College of Medicine, Houston, TX
| | - Steven E Bruce
- Department of Psychological Sciences, University of Missouri-St. Louis, St. Louis, MO
| | - Jutta Joormann
- Department of Psychology, Yale University, New Haven, CT
| | - Deanna M Barch
- Department of Psychological & Brain Sciences, Washington University in St. Louis, St. Louis, MO
- Department of Psychiatry, and Radiology, Washington University in St. Louis, St. Louis, MO
| | | | - John F Sheridan
- Department of Neuroscience, Ohio State University Wexner Medical Center, Columbus, OH
- College of Dentistry Division of Bioscience, Ohio State University, Columbus, OH
- Institute for Behavioral Medicine Research, Ohio State University Wexner Medical Center, Columbus, OH
| | - Steven E Harte
- Chronic Pain and Fatigue Research Center, Department of Anesthesiology, University of Michigan Medical School, Ann Arbor, MI
| | - James M Elliott
- The Kolling Institute of Medical Research, Northern Clinical School, University of Sydney, St Leonards, New South Wales, Australia
- Faculty of Medicine and Health, University of Sydney, Camperdown, New South Wales, Australia
- Physical Therapy & Human Movement Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL
| | - Irving Hwang
- Department of Health Care Policy, Harvard Medical School, Boston, MA
| | - Maria V Petukhova
- Department of Health Care Policy, Harvard Medical School, Boston, MA
| | - Nancy A Sampson
- Department of Health Care Policy, Harvard Medical School, Boston, MA
| | - Karestan C Koenen
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA
| | - Samuel A McLean
- Institute for Trauma Recovery, Department of Anesthesiology, University of North Carolina at Chapel Hill, Chapel Hill, NC
- Department of Emergency Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC
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Han JH, Park BH, Park JH, Min TW, Lee HJ, Lee YJ, Lee SH, Park KS, Ha IH. The Effectiveness and safety of T-MSAT on inpatients with acute low back pain caused by traffic accidents: A protocol for randomized controlled trial. Medicine (Baltimore) 2021; 100:e23851. [PMID: 33592841 PMCID: PMC7870160 DOI: 10.1097/md.0000000000023851] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/18/2020] [Accepted: 11/23/2020] [Indexed: 01/05/2023] Open
Abstract
BACKGROUND Presentation of musculoskeletal symptoms, such as pain, discomfort, or disability, caused by a traffic accident (TA) is a common occurrence. However, studies on treatment and management of sudden low back pain (LBP) caused by a TA are very scarce, while studies on the effectiveness of motion style acupuncture therapy (MSAT) used on such patients are also rare. Accordingly, a randomized controlled trial (RCT) is planned to assess the effectiveness and safety of MSAT using traction (T-MSAT) for the treatment of pain and functional problems in patients with acute LBP caused by a TA. METHODS This study will be conducted at Jaseng Hospital of Korean Medicine in South Korea, using a two-armed, parallel, assessor-blinded RCT design. The study population will consist of 100 participants who will be randomly assigned in a 1:1 ratio to either the T-MSAT+integrative Korean medicine therapy (IKMT) group or IKMT control group. The treatment will be applied continuously for 3 days after admission. The primary outcome will be the difference between the numeric rating scale (NRS) scores at admission and immediately after treatment on the fourth day of admission. Secondary outcomes will include visual analogue scale (VAS) for LBP and radiating leg pain; NRS for radiating leg pain; lumbar active range of motion; Oswestry Disability Index (ODI); Patient Global Impression of Change (PGIC); the Post-traumatic Stress Disorder Checklist for DSM-5 (PCL-5-K); and 12-item short-form health survey (SF-12). DISCUSSION This study is a RCT to assess the effectiveness and safety of T-MSAT for acute LBP caused by a TA. The findings could be used by healthcare-related policy makers and clinicians in primary care institutions, which are frequently visited by patients suffering from LBP caused by a TA.
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Affiliation(s)
| | | | | | | | | | - Yoon Jae Lee
- Jaseng Spine and Joint Research Institute, Jaseng Medical Foundation, Gangnam-gu, Seoul, Republic of Korea
| | - Sook-Hyun Lee
- Jaseng Spine and Joint Research Institute, Jaseng Medical Foundation, Gangnam-gu, Seoul, Republic of Korea
| | | | - In-Hyuk Ha
- Jaseng Spine and Joint Research Institute, Jaseng Medical Foundation, Gangnam-gu, Seoul, Republic of Korea
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17
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Pacella-LaBarbara M, Larsen SE, Jaramillo S, Suffoletto B, Callaway C. Event centrality following treatment for physical injury in the emergency department: Associations with posttraumatic outcomes. Gen Hosp Psychiatry 2020; 67:77-82. [PMID: 33065405 PMCID: PMC7722005 DOI: 10.1016/j.genhosppsych.2020.09.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/26/2020] [Revised: 09/16/2020] [Accepted: 09/17/2020] [Indexed: 11/23/2022]
Abstract
BACKGROUND The relationship between event centrality (i.e., the degree to which a stressful event is integrated into one's identity) and acute posttraumatic outcomes after relatively minor physical injury is unknown. We examined pre-injury and Emergency Department (ED) predictors of event centrality at 6-weeks post-injury, and whether event centrality is uniquely associated with 6-week posttraumatic outcomes. METHODS In the EDs of two Level I trauma centers, 149 patients completed surveys regarding demographic, psychological and injury-related factors within 24 h post-injury; 84 patients (51% male) completed 6-week surveys of event centrality, posttraumatic stress symptoms (PTSS) and trauma-specific QOL (T-QoL). Data were analyzed using linear regression modeling. RESULTS At least 20% of patients agreed or strongly agreed that the injury changed their life. Hospitalization status and peritraumatic dissociation were significant predictors of event centrality at 6-weeks. After controlling for demographics, ED-related factors and pre-injury PTSS, event centrality was uniquely associated with PTSS (p < .001) and T-QOL (p < .001) at 6 weeks. CONCLUSION Over and above the effects of the injury itself, event centrality conveyed important information for posttraumatic outcomes at 6 weeks post-injury. The centrality scale is brief and feasible to administer; future work is needed to determine the predictive utility of event centrality on post-injury outcomes.
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Affiliation(s)
- Maria Pacella-LaBarbara
- Clement J Zablocki VA Medical Center, Department of Psychiatry, Medical College of Wisconsin, Behavioral Health Center, 1155 North Mayfair Road, Wauwatosa, WI 53226, United States of America
| | - Sadie E Larsen
- Clement J Zablocki VA Medical Center, Department of Psychiatry, Medical College of Wisconsin, Behavioral Health Center, 1155 North Mayfair Road, Wauwatosa, WI 53226, United States of America.
| | - Stephany Jaramillo
- Clement J Zablocki VA Medical Center, Department of Psychiatry, Medical College of Wisconsin, Behavioral Health Center, 1155 North Mayfair Road, Wauwatosa, WI 53226, United States of America
| | - Brian Suffoletto
- Clement J Zablocki VA Medical Center, Department of Psychiatry, Medical College of Wisconsin, Behavioral Health Center, 1155 North Mayfair Road, Wauwatosa, WI 53226, United States of America
| | - Clifton Callaway
- Clement J Zablocki VA Medical Center, Department of Psychiatry, Medical College of Wisconsin, Behavioral Health Center, 1155 North Mayfair Road, Wauwatosa, WI 53226, United States of America
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18
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Devlin A, Casey S, Williams S, Giummarra MJ. Association of fear-avoidance and self-efficacy on pain disability in individuals with co-morbid post-traumatic stress and chronic pain. J Health Psychol 2020; 27:188-198. [DOI: 10.1177/1359105320947819] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
This study investigated relationships between post-traumatic stress symptoms (PTSS) and pain disability. Fifty people with chronic pain (probable PTSD, n = 22) completed measures assessing pain interference, PTSS, fear avoidance, and pain self-efficacy. We hypothesized that people with probable PTSD would have higher fear avoidance and lower pain self-efficacy; and that PTSS would be indirectly associated with pain disability via fear avoidance and self-efficacy. People with probable PTSD had higher fear avoidance, but there were no differences in self-efficacy, pain severity or disability. There was an indirect association between PTSS and pain disability via fear avoidance, but not via self-efficacy.
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Affiliation(s)
- Anna Devlin
- Department of Epidemiology & Preventive Medicine, School of Public Health & Preventive Medicine, Monash University, Melbourne, Australia
- Psychology Department, Epworth HealthCare, Melbourne, Australia
| | - Sara Casey
- Department of Epidemiology & Preventive Medicine, School of Public Health & Preventive Medicine, Monash University, Melbourne, Australia
| | - Scott Williams
- Department of Epidemiology & Preventive Medicine, School of Public Health & Preventive Medicine, Monash University, Melbourne, Australia
| | - Melita J Giummarra
- Department of Epidemiology & Preventive Medicine, School of Public Health & Preventive Medicine, Monash University, Melbourne, Australia
- Caulfield Pain Management and Research Centre, Caulfield Hospital, Alfred Health, Melbourne, Australia
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19
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Sager ZS, Wachen JS, Naik AD, Moye J. Post-Traumatic Stress Disorder Symptoms from Multiple Stressors Predict Chronic Pain in Cancer Survivors. J Palliat Med 2020; 23:1191-1197. [PMID: 32228350 DOI: 10.1089/jpm.2019.0458] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
Abstract
Background: Despite the association between chronic pain and post-traumatic stress disorder (PTSD), little is known about the longitudinal course of pain and PTSD during cancer treatment. Objectives: We examined the prevalence of PTSD and chronic pain at three time periods in veterans with a diagnosis of cancer, and the relationship between the experience of pain and PTSD. Methods: Participants (N = 123) with oral-digestive cancers were recruited from the Veterans Healthcare System (age M = 65.31 and SD = 9.13; 98.4% male) and completed face to face interviews at 6, 12, and 18 months post-diagnosis. Measures included the Post-traumatic Stress Disorder Checklist-Stressor-Specific version (PCL-S), Primary care PTSD (PC-PTSD), and the Patient-Reported Outcomes Measurement Information System (PROMIS) Pain Impact Scale. Results: About one-third (26.8%) of the sample had chronic pain, defined as elevated pain at two time periods. About one-fifth (20.3%) endorsed symptoms of combat-related PTSD at 6 months, and 22.8% endorsed symptoms of cancer-related PTSD, exceeding a clinical cutoff for older adults (12 months = 21.1%, 18 months = 23.1%). Changes over time were observed for cancer-related PTSD symptom clusters of hyperarousal (F = 3.85 and p = 0.023) and emotional numbing (F = 4.06 and p = 0.018) with a statistically significant quadratic function increasing at 18 months. In logistic regression, individuals with both combat and cancer-related PTSD symptoms at six months had 8.49 times higher odds of experiencing chronic pain (χ2 = 25.91 and p < 0.001; R2 = 0.28). Conclusions: Persisting pain may be a concern in veterans with cancer. Individuals who have experienced traumatic events with persisting PTSD symptoms may be at elevated risk for chronic pain. Veterans with PTSD symptoms from both cancer and combat are at the highest risk to experience chronic pain.
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Affiliation(s)
- Zachary S Sager
- VA New England GRECC and Harvard Medical School, Boston, Massachusetts, USA
| | - Jennifer S Wachen
- Women's Health Sciences Division, National Center for PTSD, VA Boston Healthcare System and Department of Psychiatry, Boston University School of Medicine, Boston, Massachusetts, USA
| | - Aanand D Naik
- Health Services Research and Development, Michael E. DeBakey VAMC and Baylor College of Medicine, Houston, Texas, USA
| | - Jennifer Moye
- VA New England GRECC and Harvard Medical School, Boston, Massachusetts, USA
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Abstract
Obesity has been found to increase the risk of musculoskeletal pain (MSP) in other settings, but to our knowledge, the influence of increased body mass index on pain outcomes after common trauma exposures such as motor vehicle collision (MVC) has not been assessed. In addition, obesity results in biomechanical changes, as well as physiologic changes including reduced hypothalamic pituitary adrenal axis negative feedback inhibition, but mechanisms by which obesity may result in worse post-traumatic outcomes remain poorly understood. In this study, we evaluated the influence of body mass index on axial and overall MSP severity (0-10 numeric rating scale) 6 weeks, 6 months, and 1 year after MVC among 917 European Americans who presented to the emergency department for initial evaluation. After adjusting for an array of sociodemographic factors, obesity (particularly morbid obesity) was an independent risk factor for worse MSP after MVC (eg, RR 1.41 [95% CI 1.11, 1.80] for moderate or severe MSP 6 months after MVC among morbidly obese vs normal weight MVC survivors). Interestingly, substantial effect modification was observed between obesity risk and a genetic variant known to reduce hypothalamic pituitary adrenal axis negative feedback inhibition (FKBP5 rs9380526). (eg, 41% vs 16% increased risk of moderate or severe MSP at 6 months among obese individuals with and without the risk allele.) Further studies are needed to elucidate mechanisms underlying chronic pain development in obese trauma survivors and to develop interventions that will reduce chronic pain severity among this common, at-risk group.
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21
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McAndrew LM, Lu SE, Phillips LA, Maestro K, Quigley KS. Mutual maintenance of PTSD and physical symptoms for Veterans returning from deployment. Eur J Psychotraumatol 2019; 10:1608717. [PMID: 31164966 PMCID: PMC6534228 DOI: 10.1080/20008198.2019.1608717] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/26/2018] [Revised: 02/10/2019] [Accepted: 04/06/2019] [Indexed: 10/26/2022] Open
Abstract
Background: The mutual maintenance model proposes that post-traumatic stress disorder (PTSD) symptoms and chronic physical symptoms have a bi-directional temporal relationship. Despite widespread support for this model, there are relatively few empirical tests of the model and these have primarily examined patients with a traumatic physical injury. Objective: To extend the assessment of this model, we examined the temporal relationship between PTSD and physical symptoms for military personnel deployed to combat (i.e., facing the risk of death) who were not evacuated for traumatic injury. Methods: The current study used a prospective, longitudinal design to understand the cross-lagged relationships between PTSD and physical symptoms before, immediately after, 3 months after, and 1 year after combat deployment. Results: The cross-lagged results showed physical symptoms at every time point were consistently related to greater PTSD symptoms at the subsequent time point. PTSD symptoms were related to subsequent physical symptoms, but only at one time-point with immediate post-deployment PTSD symptoms related to physical symptoms at three months after deployment. Conclusion: The findings extend prior work by providing evidence that PTSD and physical symptoms may be mutually maintaining even when there is not a severe traumatic physical injury.
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Affiliation(s)
- Lisa M. McAndrew
- War Related Illness and Injury Study Center, Veterans Affairs, New Jersey Health Care System, East Orange, NJ, USA
- Department of Educational and Counseling Psychology, University at Albany, Albany, NY, USA
| | - Shou-En Lu
- War Related Illness and Injury Study Center, Veterans Affairs, New Jersey Health Care System, East Orange, NJ, USA
- Department of Biostatistics and Epidemiology, School of Public Health, Rutgers University, New Brunswick, NJ, USA
| | - L. Alison Phillips
- War Related Illness and Injury Study Center, Veterans Affairs, New Jersey Health Care System, East Orange, NJ, USA
- Psychology Department, Iowa State University, Ames, USA
| | - Kieran Maestro
- War Related Illness and Injury Study Center, Veterans Affairs, New Jersey Health Care System, East Orange, NJ, USA
- Department of Educational and Counseling Psychology, University at Albany, Albany, NY, USA
| | - Karen S. Quigley
- Department of Veterans Affairs, Bedford Memorial Hospital, Bedford, MA, USA
- Interdisciplinary Affective Science Laboratory, Northeastern University, Boston, USA
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22
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Strauss DH, Santhanam DR, McLean SA, Beaudoin FL. Study protocol for a randomised, double-blind, placebo-controlled clinical trial of duloxetine for the treatment and prevention of musculoskeletal pain: altering the transition from acute to chronic pain (ATTAC pain). BMJ Open 2019; 9:e025002. [PMID: 30842115 PMCID: PMC6430024 DOI: 10.1136/bmjopen-2018-025002] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/25/2018] [Revised: 12/03/2018] [Accepted: 01/22/2019] [Indexed: 12/12/2022] Open
Abstract
INTRODUCTION Chronic musculoskeletal pain affects a substantial portion of adults visiting the emergency department (ED). Current treatment is limited in scope and does not effectively reduce musculoskeletal pain in patients. The study will evaluate the use of duloxetine, a serotonin-norepinephrine reuptake inhibitor Food and Drug Administration approved for the treatment of chronic pain, as a promising option in its prevention. The proposed study may present a well-tolerated and effective non-opioid treatment for patients with acute musculoskeletal pain that may also be effective in preventing the transition to persistent or chronic musculoskeletal pain. METHODS AND ANALYSIS The primary outcome of this study will be to assess the tolerability and preliminary effectiveness of duloxetine in patients with acute musculoskeletal pain. The study will take place at two EDs in Rhode Island, USA. The study will involve randomisation to one of three arms: duloxetine 30 mg, duloxetine 60 mg or placebo. Tolerability will be assessed by comparing the proportion of participants that report an adverse event and that drop-out across the three study arms. Effectiveness will be determined by self-reported pain over 6 weeks of follow-up. Specifically, we will compare the proportion of participants with persistent pain (ongoing pain at 6-week follow-up), across the three study arms. 60 adults (aged 18-59) presenting to the ED with acute axial musculoskeletal pain within 7 days of onset are expected to be enrolled in the proposed study. ETHICS AND DISSEMINATION Ethics approval was obtained by the Institutional Review Board (IRB). These results will be published in a peer reviewed scientific journal and presented at one or more scientific conferences. TRIAL REGISTRATION NUMBER NCT03315533.
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Affiliation(s)
- Daniel H Strauss
- Emergency Medicine, Rhode Island Hospital, Providence, Rhode Island, USA
| | - Divya R Santhanam
- Biology and Medicine, Brown University, Providence, Rhode Island, USA
| | - Samuel A McLean
- Emergency Medicine and Anesthesiology, University of North Carolina, Chapel Hill, North Carolina, USA
| | - Francesca L Beaudoin
- Emergency Medicine, Brown University Warren Alpert Medical School, Providence, Rhode Island, USA
- Health Services, Policy, and Practice, Brown University School of Public Health, Providence, Rhode Island, USA
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23
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Do post-traumatic pain and post-traumatic stress symptomatology mutually maintain each other? A systematic review of cross-lagged studies. Pain 2019; 159:2159-2169. [PMID: 29994992 DOI: 10.1097/j.pain.0000000000001331] [Citation(s) in RCA: 42] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
Abstract
After traumatic exposure, individuals are at risk of developing symptoms of both pain and post-traumatic stress disorder (PTSD). Theory and research suggest a complex and potentially mutually maintaining relationship between these symptomatologies. However, findings are inconsistent and the applied methods are not always well suited for testing mutual maintenance. Cross-lagged designs can provide valuable insights into such temporal associations, but there is a need for a systematic review to assist clinicians and researchers in understanding the nature of the relationship. Thus, the aim of this systematic review was to identify, critically appraise, and synthesize results from cross-lagged studies on pain and PTSD symptomatology to assess the evidence for longitudinal reciprocity and potential mediators. Systematic searches resulted in 7 eligible studies that were deemed of acceptable quality with moderate risk of bias using the cohort study checklist from Scottish Intercollegiate Guidelines Network. Furthermore, synthesis of significant pathways in the cross-lagged models showed inconsistent evidence of both bidirectional and unidirectional interaction patterns between pain and PTSD symptomatology across time, hence not uniformly supporting the theoretical framework of mutual maintenance. In addition, the synthesis suggested that hyperarousal and intrusion symptoms may be of particular importance in these cross-lagged relationships, while there was inconclusive evidence of catastrophizing as a mediator. In conclusion, the findings suggest an entangled, but not necessarily mutually maintaining relationship between pain and PTSD symptomatology. However, major variations in findings and methodologies complicated synthesis, prompting careful interpretation and heightening the likelihood that future high-quality studies will change these conclusions.
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Pacella ML, Girard JM, Wright AG, Suffoletto B, Callaway CW. The Association between Daily Posttraumatic Stress Symptoms and Pain over the First 14-days after Injury: An Experience Sampling Study. Acad Emerg Med 2018; 25:844-855. [PMID: 29513381 DOI: 10.1111/acem.13406] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2017] [Revised: 02/26/2018] [Accepted: 03/01/2018] [Indexed: 01/02/2023]
Abstract
OBJECTIVES Psychosocial factors and responses to injury modify the transition from acute to chronic pain. Specifically, posttraumatic stress disorder symptoms (PTSS; reexperiencing, avoidance, and hyperarousal symptoms) exacerbate and co-occur with chronic pain. Yet no study has prospectively considered the associations among these psychological processes and pain reports using experience sampling methods (ESM) during the acute aftermath of injury. This study applied ESM via daily text messaging to monitor and detect relationships among psychosocial factors and post-injury pain across the first 14-days after emergency department (ED) discharge. METHODS We recruited 75 adults (59% male; M age = 33) who experienced a potentially traumatic injury (i.e., involving life threat or serious injury) in the past 24-hours from the EDs of two Level 1 trauma centers. Participants received 5 questions per day via text messaging from Day-1 to Day-14 post-ED discharge; three questions measured PTSS, one question measured perceived social support, and one question measured physical pain. RESULTS Sixty-seven participants provided sufficient data for inclusion in the final analyses, and the average response rate per subject was 86%. Pain severity score decreased from a mean of 7.2 to 4.4 over 14 days and 50% of the variance in daily pain scores was within-person. In multilevel structural equation models, pain scores decreased over time, and daily fluctuations of hyperarousal (b = 0.22, 95% CI [0.08, 0.36]) were uniquely associated with daily fluctuations in reported pain level within each person. CONCLUSIONS Daily hyperarousal symptoms predict same-day pain severity over the acute post-injury recovery period. We also demonstrated feasibility to screen and identify patients at risk for pain chronicity in the acute aftermath of injury. Early interventions aimed at addressing hyperarousal (e.g. anxiolytics) could potentially aid in reducing experience of pain. This article is protected by copyright. All rights reserved.
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Affiliation(s)
- Maria L. Pacella
- Department of Emergency Medicine University of Pittsburgh Pittsburgh PA
| | | | | | - Brian Suffoletto
- Department of Emergency Medicine University of Pittsburgh Pittsburgh PA
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Ravn S, Sterling M, Lahav Y, Andersen T. Reciprocal associations of pain and post-traumatic stress symptoms after whiplash injury: A longitudinal, cross-lagged study. Eur J Pain 2018; 22:926-934. [DOI: 10.1002/ejp.1178] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/18/2017] [Indexed: 11/10/2022]
Affiliation(s)
- S.L. Ravn
- Department of Psychology; University of Southern Denmark; Odense M Denmark
- Specialized Hospital for Polio and Accident Victims; Rødovre Denmark
| | - M. Sterling
- Recover Injury Research Centre; NHMRC Centre of Research Excellence in Recovery Following Road Traffic Injuries; The University of Queensland; Brisbane Qld Australia
| | - Y. Lahav
- Department of Psychology; University of Southern Denmark; Odense M Denmark
- I-Core Research Center for Mass Trauma; Tel Aviv Israel
| | - T.E. Andersen
- Department of Psychology; University of Southern Denmark; Odense M Denmark
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