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Clark JM, Cao Y, Krause JS. Pain interference and depressive symptom severity across 10 years in individuals with long-term spinal cord injury. J Spinal Cord Med 2025; 48:31-38. [PMID: 37982813 PMCID: PMC11749011 DOI: 10.1080/10790268.2023.2263940] [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] [Indexed: 11/21/2023] Open
Abstract
OBJECTIVE To examine change in pain interference and depression over a 10-year time period in individuals with long-term traumatic spinal cord injury (SCI) and to identify the extent to which changes in pain interference over time predicts change in depressive symptoms. DESIGN Longitudinal analyses of self-report assessment data. SETTING Specialty and university hospitals in the Southeastern and Midwestern United States. PARTICIPANTS Adults with a history of traumatic SCI (n = 504) who responded to the three most recent data collection periods of the SCI Longitudinal Aging Study (2008 [Time 1], 2013 [Time 2], and 2018 [Time 3]). The participants averaged 59 years of age and 32 years since injury onset at Time 3. INTERVENTIONS Not applicable. MAIN OUTCOME MEASURES Patient Health Questionnaire (PHQ-9) assessed depressive symptom severity. The 7-item Pain Interference scale from the Brief Pain Inventory assessed pain interference. RESULTS Over the three study timepoints, the sample averaged moderate levels of pain interference and mild depressive symptom severity. Unconditional linear growth models, reflecting changes in central tendency, indicated that pain interference significantly decreased and depressive symptom severity significantly increased over time. Multiple independent variables random coefficient modeling based on correlations suggested that change in pain interference was positively associated with change in depressive symptom severity over the 10-year study follow-up. CONCLUSION Average depressive symptom severity worsened over time. Change in pain interference was positively associated with change in depressive symptom severity. These results point to the complexity of aging related changes in depressive symptoms and pain interference. They further support the need for continued assessment of mood and pain experiences, particularly among individuals reaching aging milestones with SCI.
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Affiliation(s)
- Jillian M.R. Clark
- College of Health Professions, Medical University of South Carolina, Charleston, South Carolina, USA
- Center of Excellence for Stress and Mental Health, VA San Diego Healthcare System, San Diego, California, USA
- Department of Psychiatry, University of California, San Diego, La Jolla, California, USA
| | - Yue Cao
- College of Health Professions, Medical University of South Carolina, Charleston, South Carolina, USA
| | - James S. Krause
- College of Health Professions, Medical University of South Carolina, Charleston, South Carolina, USA
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Nawaz R, Suen H, Ullah R, Purcell M, Diggin S, McCaughey E, Vuckovic A. Electroencephalography Longitudinal Markers of Central Neuropathic Pain Intensity in Spinal Cord Injury: A Home-Based Pilot Study. Biomedicines 2024; 12:2751. [PMID: 39767658 PMCID: PMC11672874 DOI: 10.3390/biomedicines12122751] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2024] [Revised: 11/25/2024] [Accepted: 11/27/2024] [Indexed: 01/11/2025] Open
Abstract
BACKGROUND It is well known from cross-sectional studies that pain intensity affects brain activity as measured by electroencephalography (EEG) in people with neuropathic pain (NP). However, quantitative characterisation is scarce. METHODS In this longitudinal study, ten people with spinal cord injury-related NP recorded their home EEG activity ten days before and after taking medications over a period of several weeks. RESULTS The reduction in pain due to medications was accompanied by changes in the resting state EEG and its reactivity to eyes opening (EO) and closing (EC). There was a significant positive correlation between the frontal theta band and the intensity of pain (visual numerical scale) pre-medication (p = 0.007, Pearson R = 0.29) and theta, alpha, and lower beta (6-15 Hz) band power and the intensity of pain after post-medication over the frontal, central, and parietal cortices. Reactivity had a negative correlation with pain intensity at all locations and frequency bands and showed similar behaviour in wider frequency bands like 8-15 Hz at the occipital cortex and 2-12 Hz at the frontal cortex. CONCLUSIONS EEG could be used to detect the intensity of NP to serve as a surrogate or pharmacodynamic marker.
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Affiliation(s)
- Rab Nawaz
- School of Computer Science and Electronic Engineering (CSEE), University of Essex, Colchester CO4 3SQ, UK; (R.N.)
| | - Ho Suen
- Department of Biomedical Engineering, James Watt School of Engineering, University of Glasgow, Glasgow G12 8QQ, UK
| | - Rahmat Ullah
- School of Computer Science and Electronic Engineering (CSEE), University of Essex, Colchester CO4 3SQ, UK; (R.N.)
| | - Mariel Purcell
- Queen Elizabeth National Spinal Injuries Unit, Queen Elizabeth University Hospital, Glasgow G51 4TF, UK
| | | | - Euan McCaughey
- Queen Elizabeth National Spinal Injuries Unit, Queen Elizabeth University Hospital, Glasgow G51 4TF, UK
| | - Aleksandra Vuckovic
- Department of Biomedical Engineering, James Watt School of Engineering, University of Glasgow, Glasgow G12 8QQ, UK
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Xie HX, Zhang Q, Wei Y, Li N, Wu AR, Zeng XH, Wang HF, Zhou JA, Shen F, Chang FS. Validation study of the Chinese version of the Community Integration Questionnaire-Revised for individuals with spinal cord injury in Mainland China. J Spinal Cord Med 2024; 47:850-858. [PMID: 37428443 PMCID: PMC11533259 DOI: 10.1080/10790268.2023.2217589] [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] [Indexed: 07/11/2023] Open
Abstract
Objective: To validate the Chinese version of the Community Integration Questionnaire-Revised (CIQ-R-C) for individuals with spinal cord injury.Design: Cross-sectional study.Setting: Shanghai Sunshine Rehabilitation Center.Participants: 317 adults with spinal cord injury in a rehabilitation center in Mainland China.Interventions: Not applicable.Methods: The CIQ-R-C (including an additional e-shopping item), global QoL, Zung Self-Rating Anxiety/Depression Scale (SAS/SDS), and Multidimensional Scale of Perceived Social Support (MSPSS) were administered. Reliability and validity analyses were conducted.Results: Good item-domain correlations were found for 15 of the 16-item original CIQ-R, except for item 10 (leisure alone or with others). Exploratory Factor Analysis supported a construct of the CIQ-R-C (excluding item 10) as made of four domains (CFI = 0.94; RMSEA = 0.06): home, social engagement, digital social networking, and traditional social networking. Good internal consistency and test-retest reliability were observed in the total and the home subscale of the CIQ-R-C. Satisfactory construct validity was shown by the correlation analysis among the CIQ-R-C Scale, SAS/SDS, global QoL, and MSPSS.Conclusion: The CIQ-R-C Scale is valid and reliable, and can be used to assess community integration of individuals with spinal cord injury in China.
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Affiliation(s)
- Hai-xia Xie
- Shanghai Yangzhi Rehabilitation Hospital (Shanghai Sunshine Rehabilitation Center), School of Medicine, Tongji University, Shanghai, People’s Republic of China
| | - Qi Zhang
- School of Community and Environmental Health, Old Dominion University, Norfolk, Virginia, USA
| | - Yan Wei
- Department of Health Policy and Management, School of Public Health, Fudan University, Shanghai, People’s Republic of China
| | - Nan Li
- Shanghai Yangzhi Rehabilitation Hospital (Shanghai Sunshine Rehabilitation Center), School of Medicine, Tongji University, Shanghai, People’s Republic of China
| | - Ai-rong Wu
- Shanghai Yangzhi Rehabilitation Hospital (Shanghai Sunshine Rehabilitation Center), School of Medicine, Tongji University, Shanghai, People’s Republic of China
| | - Xu-heng Zeng
- Department of Health Policy and Management, School of Public Health, Fudan University, Shanghai, People’s Republic of China
| | - Hui-fang Wang
- Shanghai Yangzhi Rehabilitation Hospital (Shanghai Sunshine Rehabilitation Center), School of Medicine, Tongji University, Shanghai, People’s Republic of China
| | - Jun-an Zhou
- Department of Health Policy and Management, School of Public Health, Fudan University, Shanghai, People’s Republic of China
| | - Feng Shen
- Shanghai Yangzhi Rehabilitation Hospital (Shanghai Sunshine Rehabilitation Center), School of Medicine, Tongji University, Shanghai, People’s Republic of China
| | - Feng-shui Chang
- Department of Health Policy and Management, School of Public Health, Fudan University, Shanghai, People’s Republic of China
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Shoraka O, Syed M, Mandloi S, Thalheimer S, Kashani SN, Heller JE, Mohamed FB, Sharan AD, Talekar KS, Matias CM, Harrop JS, Krisa L, Alizadeh M. Periaqueductal gray connectivity in spinal cord injury-induced neuropathic pain. J Neuroimaging 2024; 34:704-719. [PMID: 39252511 DOI: 10.1111/jon.13237] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2024] [Revised: 08/28/2024] [Accepted: 08/28/2024] [Indexed: 09/11/2024] Open
Abstract
BACKGROUND AND PURPOSE Neuropathic pain (NP) is a debilitating condition following spinal cord injury (SCI). The role of periaqueductal gray (PAG) in NP development following SCI remains underexplored. Using resting-state functional MRI (rsfMRI), our study aimed to demonstrate the alterations in functional connectivity (FC) of PAG in NP following SCI. METHODS Ten SCI patients (SCI + NP, n = 7, and SCI - NP, n = 3), alongside 10 healthy controls (HCs), were enrolled. rsfMRI was conducted followed by seed-to-voxel analysis using PAG as the seed region and then group-based analysis comprising three groups (SCI + NP, SCI - NP, and HC). Age and gender were considered as confounding variables. RESULTS Compared to HCs, SCI + NP demonstrated decreased FC between PAG and right insula, right frontal orbital cortex, right pallidum, dorsal raphe nucleus (DRN), red nuclei (RN), substantia nigra (SN), and ventral posterolateral (VPL) thalamic nuclei. Compared to SCI - NP, SCI + NP demonstrated increased FC between PAG and posterior cingulate cortex (PCC), hippocampus, cerebellar vermis lobules IV and V, and thalamic structures (posterior and lateral pulvinar, the mediodorsal nuclei, and the ventral lateral nuclei). Additionally, decreased FC between the PAG and VPL, geniculate bodies, intralaminar nuclei of thalamus, DRN, RN, SN, and prefrontal cortex was observed in this comparison. CONCLUSIONS Altered FC between PAG and right anterior insula, VPL, DRN, RN, SN, cerebellar vermis lobules IV and V, frontal cortex, and PCC was associated with NP sequelae of SCI. Additionally, SCI was independently associated with decreased FC between PAG and right posterior insula, cerebellar lobules IV and V, and cerebellar vermis lobules III, IV, and V.
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Affiliation(s)
- Omid Shoraka
- Department of Neurological Surgery, Vickie and Jack Farber Institute for Neuroscience, Thomas Jefferson University, Philadelphia, Pennsylvania, USA
| | - Mashaal Syed
- Department of Neurological Surgery, Vickie and Jack Farber Institute for Neuroscience, Thomas Jefferson University, Philadelphia, Pennsylvania, USA
| | - Shreya Mandloi
- Department of Neurological Surgery, Vickie and Jack Farber Institute for Neuroscience, Thomas Jefferson University, Philadelphia, Pennsylvania, USA
| | - Sara Thalheimer
- Department of Neurological Surgery, Vickie and Jack Farber Institute for Neuroscience, Thomas Jefferson University, Philadelphia, Pennsylvania, USA
| | - Sara Naghizadeh Kashani
- Jefferson Integrated Magnetic Resonance Imaging Center (JIMRIC), Department of Radiology, Thomas Jefferson University, Philadelphia, Pennsylvania, USA
| | - Joshua E Heller
- Department of Neurological Surgery, Vickie and Jack Farber Institute for Neuroscience, Thomas Jefferson University, Philadelphia, Pennsylvania, USA
| | - Feroze B Mohamed
- Jefferson Integrated Magnetic Resonance Imaging Center (JIMRIC), Department of Radiology, Thomas Jefferson University, Philadelphia, Pennsylvania, USA
| | - Ashwini D Sharan
- Department of Neurological Surgery, Vickie and Jack Farber Institute for Neuroscience, Thomas Jefferson University, Philadelphia, Pennsylvania, USA
| | - Kiran S Talekar
- Department of Radiology, Thomas Jefferson University, Philadelphia, Pennsylvania, USA
| | - Caio M Matias
- Department of Neurological Surgery, Vickie and Jack Farber Institute for Neuroscience, Thomas Jefferson University, Philadelphia, Pennsylvania, USA
| | - James S Harrop
- Department of Neurological Surgery, Vickie and Jack Farber Institute for Neuroscience, Thomas Jefferson University, Philadelphia, Pennsylvania, USA
| | - Laura Krisa
- Department of Physical Therapy, Thomas Jefferson University, Philadelphia, Pennsylvania, USA
| | - Mahdi Alizadeh
- Department of Neurological Surgery, Vickie and Jack Farber Institute for Neuroscience, Thomas Jefferson University, Philadelphia, Pennsylvania, USA
- Jefferson Integrated Magnetic Resonance Imaging Center (JIMRIC), Department of Radiology, Thomas Jefferson University, Philadelphia, Pennsylvania, USA
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Bombardier CH, Chan JF, Stensland E, Barber J, Jensen MP. The efficacy, safety, and satisfaction of telehealth-delivered hypnotic cognitive therapy for chronic pain in spinal cord injury: A pilot study with historical controls. J Spinal Cord Med 2024:1-12. [PMID: 39225543 DOI: 10.1080/10790268.2024.2395080] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 09/04/2024] Open
Abstract
CONTEXT/OBJECTIVE In-person hypnotic cognitive therapy (HYP-CT) is a promising treatment for chronic spinal cord injury-related pain. We describe the effects of HYP-CT delivered via Zoom (Z-HYP-CT) and compare the effects to historical controls who received hypnosis, cognitive therapy, or HYP-CT in-person. DESIGN Open pilot trial of HYP-CT versus historical controls. SETTING Telehealth study that recruited people with chronic SCI. PARTICIPANTS Adults with moderate to severe chronic SCI-related pain. INTERVENTIONS Four weekly sessions of HYP-CT delivered via Zoom. OUTCOME MEASURES The primary outcome was average pain intensity on a 0-10 numerical rating scale measured at end of treatment (4 weeks) and 12 weeks. Secondary outcomes included pain interference, depression, sleep, pain catastrophizing, and pain self-efficacy. RESULTS 23 individuals with SCI-related pain participated in the open trial and were compared to 21 historical controls. Average age was 54 years, 70% were male, and the majority were White. The participants were 11.6-13.1 years post-SCI and average pain intensity was 4.8-5.4/10. After Z-HYP-CT mixed-effects linear regressions showed that pain intensity was significantly less at 4 weeks (-1.28, P < .0001) and 12 weeks (-1.50, P < .0001) relative to baseline. Pain interference, depression, and pain catastrophizing also decreased significantly at both time points. There were no significant differences between the effects of Z-HYP-CT versus historical controls on any outcome variable. CONCLUSION HYP-CT delivered via telehealth was associated with reduced pain intensity and other benefits that were comparable to the effect achieved by in-person historical controls. The effects of Z-HYP-CT should be evaluated using a randomized controlled design.
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Affiliation(s)
- Charles H Bombardier
- Department of Rehabilitation Medicine, University of Washington, Seattle, WA, USA
| | - Joy F Chan
- Department of Rehabilitation Medicine, University of Washington, Seattle, WA, USA
| | - Emily Stensland
- Department of Rehabilitation Medicine, University of Washington, Seattle, WA, USA
| | - Jason Barber
- Department of Neurological Surgery, University of Washington, Seattle, WA, USA
| | - Mark P Jensen
- Department of Rehabilitation Medicine, University of Washington, Seattle, WA, USA
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Grasser P, Neto FR, Veloso JHCL, Gomes Costa RR, Dorneles JR. Mechanical diagnosis and therapy in musculoskeletal pain of individuals with spinal cord injury. J Spinal Cord Med 2024; 47:744-752. [PMID: 37116180 PMCID: PMC11378664 DOI: 10.1080/10790268.2023.2197818] [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] [Indexed: 04/30/2023] Open
Abstract
CONTEXT/OBJECTIVE Musculoskeletal pain (MSKP) has high prevalence in individuals with spinal cord injury (SCI). Mechanical Diagnosis and Therapy (MDT) is a method focused on identifying the pain source in the musculoskeletal system and presents good results in pain relief in people without neurological impairment. However, no studies have investigated the use of MDT in SCI population. The objective was to evaluate the applicability and outcomes of MDT treatment in pain relief and independence improvement in daily activities of individuals with SCI presenting MSKP. DESIGN Single-arm trial. SETTING Rehabilitation Hospital. PARTICIPANTS Twenty-four individuals with SCI who presented MSKP. INTERVENTION MDT-certified physical therapist conducted assessments and treatments of pain according to the MDT approach. OUTCOMES MEASURES Numeric rating scale (NRS) was used to measure pain and Pain Disability Index (PDI) and Patient-Specific Functional Scale (PSFS) to evaluate daily activities. RESULTS Significant median decreases were found for NRS (from 7 to 2) and PDI (from 27 to 8) after MDT, whereas PSFS score presented a significant mean increase (from 3.2-7.7). The average decrease in pain after MDT treatment was 70.9% (5.36 on the NRS). CONCLUSION MDT can reduce pain and enhance independence in daily activities in individuals with SCI and MSKP.
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Affiliation(s)
- Poliana Grasser
- Spinal Cord Injury Department, Sarah Network of Rehabilitation Hospital, Brasilia, Brazil
| | - Frederico Ribeiro Neto
- Spinal Cord Injury Department, Sarah Network of Rehabilitation Hospital, Brasilia, Brazil
| | - João H C L Veloso
- Spinal Cord Injury Department, Sarah Network of Rehabilitation Hospital, Rio de Janeiro, Brazil
| | - Rodrigo R Gomes Costa
- Spinal Cord Injury Department, Sarah Network of Rehabilitation Hospital, Brasilia, Brazil
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Krause JS, Dismuke-Greer CE, DiPiro ND, Clark JMR, Laursen-Roesler J. Relationships of Self-reported Opioid Use and Misuse and Pain Severity With Probable Major Depression Among Participants With Spinal Cord Injury. Arch Phys Med Rehabil 2024; 105:1506-1512. [PMID: 38527688 DOI: 10.1016/j.apmr.2024.03.007] [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: 10/18/2023] [Revised: 01/24/2024] [Accepted: 03/20/2024] [Indexed: 03/27/2024]
Abstract
OBJECTIVES To examine the relations of pain intensity, opioid use, and opioid misuse with depressive symptom severity and probable major depression (PMD) among participants with spinal cord injuries (SCI), controlling for demographic, injury, and socioeconomic characteristics. STUDY DESIGN Cohort study. SETTING Medical University in the Southeastern United States (US). PARTICIPANTS Participants (N=918) were identified from 1 of 2 sources including a specialty hospital and a state-based surveillance system in the Southeastern US. Participants were a minimum of 18 years old at enrollment and had SCI with non-complete recovery. Participants were on average 57.5 years old at the time of the study and an average of 24.4 years post SCI onset. INTERVENTIONS Not applicable. MAIN OUTCOME MEASURES Participants completed a self-report assessment that included frequency of prescription opioid use and misuse, based on the National Survey on Drug Use and Health (NSDUH), and the PHQ - 9 to measure depressive symptom severity and PMD. RESULTS Opioid use, opioid misuse, and pain intensity were related to elevated depressive symptom severity and higher odds of PMD. Non-Hispanic Blacks had fewer depressive symptoms and lower odds of PMD, as did those with higher incomes. Veterans had lower risk of PMD, whereas ambulatory participants had a higher risk of PMD. Age at SCI onset had a mixed pattern of significance, whereas years of education and years since injury were not significant. CONCLUSIONS The relation between pain intensity with depressive symptom severity and PMD was profound, consistent with the biopsychosocial model of pain. The greater risk of PMD and higher depressive symptom severity among those using opioids and misusing opioids raises further concern about long-term prescription opioid use. Alternative treatments are needed.
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Affiliation(s)
- James S Krause
- College of Health Professions, Medical University of South Carolina, Charleston, SC.
| | - Clara E Dismuke-Greer
- Health Economics Resource Center, Palo Alto Veterans Affairs Health Care, Menlo Park, CA
| | - Nicole D DiPiro
- College of Health Professions, Medical University of South Carolina, Charleston, SC
| | - Jillian M R Clark
- College of Health Professions, Medical University of South Carolina, Charleston, SC
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Ginzburg K, Greener H, Bondi M, Zeilig G, Defrin R. Predicting chronic pain two years following a spinal cord injury: Longitudinal study on the reciprocal role of acute pain and PTSD symptoms. J Spinal Cord Med 2024:1-10. [PMID: 38913447 DOI: 10.1080/10790268.2024.2361552] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 06/26/2024] Open
Abstract
OBJECTIVES To examine a) the development of PTSD symptoms and pain over five months post-spinal cord injury (SCI); b) the directional effects of PTSD symptoms and pain across five months post-SCI; and c) the prediction of chronic pain two-years post-SCI by PTSD symptoms and pain severity in the first five months post-SCI. STUDY DESIGN Two-year longitudinal study. SETTING : Individuals with an SCI admitted to the Department of Neurological Rehabilitation (N = 65). OUTCOME MEASURES : PTSD symptoms and pain were evaluated at 1.5 months (T1), three months (T2), and five months (T3) post-SCI. Chronic pain was evaluated at 24 months post-SCI (follow-up). RESULTS Seventy-five percent of participants reported chronic pain at follow-up. Pain severity at T1 and T2 predicted PTSD symptoms at T2 and T3, respectively. PTSD symptoms at T2 predicted pain severity at T3. Individuals with chronic pain at follow-up had reported more PTSD symptoms at T1, T2, and T3 than those without pain. A multivariate model yielded two significant indirect paths: a) PTSD symptoms at T1 predicted chronic pain severity at follow-up through PTSD symptoms at T2 and T3, and b) pain severity at T1 predicted chronic pain severity at follow-up through pain severity at T2 and T3. CONCLUSIONS Both pain and PTSD in the acute post-SCI phase are markers for chronic pain two years later. PTSD and chronic pain exhibit a complex, reciprocal relationship across time that contributes to pain chronicity. Identifying individuals at risk and implementing interventions targeting both pain and PTSD symptoms during the acute phase may prevent their chronification.
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Affiliation(s)
- Karni Ginzburg
- Tel Aviv University, Bob Shapell School of Social Work, Gershon H. Gordon Faculty of Social Sciences, Tel Aviv University, Tel Aviv-Yafo, Israel
| | - Hila Greener
- Department of Physiotherapy, Stanley Steyer School of Health Professions, Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv-Yafo, Israel
| | - Moshe Bondi
- Department of Neurological Rehabilitation, Sheba Medical Center, Tel Hashomer, Israel and Department of Rehabilitation, Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv-Yafo, Israel
| | - Gabi Zeilig
- Department of Neurological Rehabilitation, Sheba Medical Center, Tel Hashomer, Israel and Department of Rehabilitation, Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv-Yafo, Israel
| | - Ruth Defrin
- Department of Physiotherapy, Stanley Steyer School of Health Professions, Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv-Yafo, Israel
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Westphal M, Carrard V, Braunwalder C, Debnar C, Post M, Fekete C, Galvis M, Scheel-Sailer A. Reciprocal association between pain and quality of life after newly acquired spinal cord injury. Qual Life Res 2024; 33:1347-1357. [PMID: 38459349 DOI: 10.1007/s11136-024-03615-1] [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] [Accepted: 01/23/2024] [Indexed: 03/10/2024]
Abstract
PURPOSE Pain is highly prevalent in spinal cord injury (SCI) and a key determinant of quality of life (QoL). This is the first study to examine reciprocal associations between pain and QoL in patients undergoing their first inpatient rehabilitation after SCI. METHODS Longitudinal data, with three measurement time points (1 month and 3 months after SCI onset, and at discharge from inpatient rehabilitation) from the Inception Cohort of the Swiss Spinal Cord Injury Cohort Study. Participants were 381 individuals aged ≥ 16 years with a newly diagnosed traumatic or non-traumatic SCI. 75.1% were male and the average age was 53.2 years. Random intercept cross-lagged panel models were conducted to examine the reciprocal association between pain intensity and QoL, as measured with the International SCI QoL Basic Data Set three individual items (satisfaction with life, physical health, and psychological health) and total score (mean of the three individual items). RESULTS Both item and total QoL scores increased over time. 1 month: 5.3 (SD = 2.7), 3 months: 5.9 (SD = 2.3), discharge: 6.6 (SD = 2.0). Participants reported relatively low levels of pain intensity that remained stable over the course of inpatient rehabilitation. 1 month: 2.7 (SD = 2.3), 3 months: 2.6 (SD = 2.4), discharge: 2.7 (SD = 2.5). There were no significant cross-lagged associations between QoL and pain intensity across time. CONCLUSION Results indicate that pain intensity does not predict changes in QoL during first rehabilitation, and vice versa. Associations between pain intensity and QoL reported by previous studies may be attributable to individual characteristics and timely events that simultaneously influence pain and QoL.
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Affiliation(s)
- Maren Westphal
- Department of Psychology, Pace University, 861 Bedford Rd, Pleasantville, NY, 10570, USA.
| | - Valerie Carrard
- Swiss Paraplegic Research, Nottwil, Switzerland
- Psychiatric Liaison Service, Department of Psychiatry, Lausanne University Hospital (CHUV) and University of Lausanne, Lausanne, Switzerland
| | - Céline Braunwalder
- Swiss Paraplegic Research, Nottwil, Switzerland
- Faculty of Health Sciences and Medicine, University of Lucerne, Lucerne, Switzerland
- Institute of Complementary and Integrative Medicine, University of Bern, Bern, Switzerland
| | - Caroline Debnar
- Swiss Paraplegic Research, Nottwil, Switzerland
- Faculty of Health Sciences and Medicine, University of Lucerne, Lucerne, Switzerland
| | - Marcel Post
- Center of Excellence in Rehabilitation Medicine, UMC Utrecht Brain Center, University Medical Center Utrecht and De Hoogstraat Rehabilitation, Utrecht, The Netherlands
- Department of Rehabilitation Medicine, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Christine Fekete
- Swiss Paraplegic Research, Nottwil, Switzerland
- Faculty of Health Sciences and Medicine, University of Lucerne, Lucerne, Switzerland
| | - Mayra Galvis
- Swiss Paraplegic Research, Nottwil, Switzerland
- Faculty of Health Sciences and Medicine, University of Lucerne, Lucerne, Switzerland
| | - Anke Scheel-Sailer
- Swiss Paraplegic Research, Nottwil, Switzerland
- Psychiatric Liaison Service, Department of Psychiatry, Lausanne University Hospital (CHUV) and University of Lausanne, Lausanne, Switzerland
- Faculty of Health Sciences and Medicine, University of Lucerne, Lucerne, Switzerland
- Swiss Paraplegic Centre, Nottwil, Switzerland
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Hodel J, Sabariego C, Galvis Aparicio M, Scheel-Sailer A, Seijas V, Ehrmann C. Revisiting functioning recovery in persons with spinal cord injury undergoing first rehabilitation: Trajectory and network analysis of a Swiss cohort study. PLoS One 2024; 19:e0297682. [PMID: 38335188 PMCID: PMC10857630 DOI: 10.1371/journal.pone.0297682] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2023] [Accepted: 01/10/2024] [Indexed: 02/12/2024] Open
Abstract
Information about an individual's functioning and its longitudinal development is key to informing clinical rehabilitation. However, the description and understanding of the detailed longitudinal course of functioning, i.e., functioning trajectories, is rare in the current SCI literature. The aim of this study was to re-estimate previously identified functioning trajectories of individuals with spinal cord injury (SCI) undergoing initial rehabilitation in Switzerland using trajectory analysis, and to identify highly influential functioning domains that could become trajectory-specific targets for clinical interventions using network analysis. The study was based on data from the Swiss SCI Cohort Study and included individuals with SCI (N = 1099) who completed their rehabilitation in one of four collaborating centers between May 2013 and March 2022. For the trajectory analysis, functioning was operationalized using the total sum score of the Spinal Cord Independence Measure version III (SICM III), which was assessed at up to four time points (T1-T4) during rehabilitation. For the network analysis, individual SCIM III items were used to operationalize relevant functioning problems at T1 (admission) and T4 (discharge). The re-estimation of trajectory analysis confirmed the previously identified mean functioning trajectory classes of stable high functioning (N = 239; 21.75%), early (N = 33; 3.00%), moderate (N = 753; 68.52%), and slow (N = 74; 6.73%) functioning improvement. The network analysis revealed highly connected functioning problems at T1 for the moderate functioning improvement class, including "Feeding", "Dressing upper body", and "Dressing lower body", "Mobility in bed", and "Use of toilet". These functioning domains might indicate potential trajectory-specific targets for clinical interventions. This study has increased our knowledge about functioning trajectories of individuals with SCI undergoing initial rehabilitation in Switzerland and its findings may inform discussions about the application and use of functioning trajectories in clinical practice. Due to the exploratory nature of this study, further research is needed to confirm the findings presented.
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Affiliation(s)
- Jsabel Hodel
- Swiss Paraplegic Research, Nottwil, Lucerne, Switzerland
| | - Carla Sabariego
- Swiss Paraplegic Research, Nottwil, Lucerne, Switzerland
- Faculty of Health Sciences and Medicine, University of Lucerne, Lucerne, Switzerland
- Center for Rehabilitation in Global Health Systems, Faculty of Health Sciences and Medicine, University of Lucerne, Lucerne, Switzerland
| | | | - Anke Scheel-Sailer
- Swiss Paraplegic Research, Nottwil, Lucerne, Switzerland
- Faculty of Health Sciences and Medicine, University of Lucerne, Lucerne, Switzerland
- Swiss Paraplegic Centre, Nottwil, Lucerne, Switzerland
| | - Vanessa Seijas
- Swiss Paraplegic Research, Nottwil, Lucerne, Switzerland
- Faculty of Health Sciences and Medicine, University of Lucerne, Lucerne, Switzerland
- Center for Rehabilitation in Global Health Systems, Faculty of Health Sciences and Medicine, University of Lucerne, Lucerne, Switzerland
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Starosta AJ, Bombardier CH, Kahlia F, Barber J, Accardi-Ravid MC, Wiechman SA, Crane DA, Jensen MP. Feasibility of Brief, Hypnotic Enhanced Cognitive Therapy for SCI-related Pain During Inpatient Rehabilitation. Arch Phys Med Rehabil 2024; 105:1-9. [PMID: 37364685 DOI: 10.1016/j.apmr.2023.06.005] [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: 02/02/2023] [Revised: 05/05/2023] [Accepted: 06/15/2023] [Indexed: 06/28/2023]
Abstract
OBJECTIVES (1) Adapt evidence-based hypnosis-enhanced cognitive therapy (HYP-CT) for inpatient rehabilitation setting; and (2) determine feasibility of a clinical trial evaluating the effectiveness of HYP-CT intervention for pain after spinal cord injury (SCI). STUDY DESIGN Pilot non-randomized controlled trial. SETTING Inpatient rehabilitation unit. PARTICIPANTS English-speaking patients admitted to inpatient rehabilitation after SCI reporting current pain of at least 3 on a 0-10 scale. Persons with severe psychiatric illness, recent suicide attempt or elevated risk, or significant cognitive impairment were excluded. Consecutive sample of 53 patients with SCI-related pain enrolled, representing 82% of eligible patients. INTERVENTION Up to 4 sessions of HYP-CT Intervention, each 30-60 minutes long. METHODS Participants were assessed at baseline and given the choice to receive HYP-CT or Usual Care. MAIN OUTCOME MEASURES Participant enrollment and participation and acceptability of intervention. Exploratory analyses examined the effect of intervention on pain and cognitive appraisals of pain. RESULTS In the HYP-CT group, 71% completed at least 3 treatment sessions and reported treatment benefit and satisfaction with the treatment; no adverse events were reported. Exploratory analyses of effectiveness found pre-post treatment pain reductions after HYP-CT with large effect (P<.001; β=-1.64). While the study was not powered to detect significant between-group differences at discharge, effect sizes revealed decreases in average pain (Cohen's d=-0.13), pain interference (d=-0.10), and pain catastrophizing (d=-0.20) in the HYP-CT group relative to control and increases in self-efficacy (d=0.27) and pain acceptance (d=0.15). CONCLUSIONS It is feasible to provide HYP-CT to inpatients with SCI, and HYP-CT results in substantial reductions in SCI pain. The study is the first to show a psychological-based nonpharmacologic intervention that may reduce SCI pain during inpatient rehabilitation. A definitive efficacy trial is warranted.
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Affiliation(s)
- Amy J Starosta
- Department of Rehabilitation Medicine, University of Washington, Seattle, WA.
| | | | - Faran Kahlia
- Department of Rehabilitation Medicine, University of Washington, Seattle, WA
| | - Jason Barber
- Department of Neurological Surgery, University of Washington, Seattle, WA
| | | | - Shelley A Wiechman
- Department of Rehabilitation Medicine, University of Washington, Seattle, WA
| | - Deborah A Crane
- Department of Rehabilitation Medicine, University of Washington, Seattle, WA
| | - Mark P Jensen
- Department of Rehabilitation Medicine, University of Washington, Seattle, WA
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12
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Kinnunen K, Robayo LE, Cherup NP, Frank SI, Widerström-Noga E. A preliminary study evaluating self-reported effects of cannabis and cannabinoids on neuropathic pain and pain medication use in people with spinal cord injury. FRONTIERS IN PAIN RESEARCH 2023; 4:1297223. [PMID: 38188193 PMCID: PMC10767995 DOI: 10.3389/fpain.2023.1297223] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2023] [Accepted: 12/11/2023] [Indexed: 01/09/2024] Open
Abstract
Approximately 60% of individuals with a spinal cord injury (SCI) experience neuropathic pain, which often persists despite the use of various pharmacological treatments. Increasingly, the potential analgesic effects of cannabis and cannabinoid products have been studied; however, little research has been conducted among those with SCI-related neuropathic pain. Therefore, the primary objective of the study was to investigate the perceived effects of cannabis and cannabinoid use on neuropathic pain among those who were currently or had previously used these approaches. Additionally, the study aimed to determine if common pain medications are being substituted by cannabis and cannabinoids. Participants (N = 342) were recruited from existing opt-in listserv sources within the United States. Of those, 227 met the inclusion criteria and were enrolled in the study. The participants took part in an anonymous online survey regarding past and current use of cannabis and their perceived effects on neuropathic pain, including the use of pain medication. Those in the sample reported average neuropathic pain intensity scores over the past week of 6.8 ± 2.1 (0 to 10 scale), reflecting a high moderate to severe level of pain. Additionally, 87.9% noted that cannabis reduced their neuropathic pain intensity by more than 30%, and 92.3% reported that cannabis helped them to better deal with their neuropathic pain symptoms. Most participants (83.3%) also reported substituting their pain medications with cannabis, with the most substituted medication categories being opioids (47.0%), gabapentinoids (42.8%) and over-the-counter pain medications (42.2%). These preliminary results suggest that cannabis and cannabinoids may be effective in reducing neuropathic pain among those with SCI and may help to limit the need for certain pain medications.
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Affiliation(s)
- Kristiina Kinnunen
- The Miami Project to Cure Paralysis, University of Miami, Miami, FL, United States
| | - Linda E. Robayo
- The Miami Project to Cure Paralysis, University of Miami, Miami, FL, United States
| | - Nicholas P. Cherup
- The Miami Project to Cure Paralysis, University of Miami, Miami, FL, United States
| | - Scott I. Frank
- The Miami Project to Cure Paralysis, University of Miami, Miami, FL, United States
- Neuroscience Graduate Program, University of Miami, Miami, FL, United States
| | - Eva Widerström-Noga
- The Miami Project to Cure Paralysis, University of Miami, Miami, FL, United States
- Neuroscience Graduate Program, University of Miami, Miami, FL, United States
- Department of Neurological Surgery, University of Miami, Miami, FL, United States
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13
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Pelletier C. Exercise prescription for persons with spinal cord injury: a review of physiological considerations and evidence-based guidelines. Appl Physiol Nutr Metab 2023; 48:882-895. [PMID: 37816259 DOI: 10.1139/apnm-2023-0227] [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] [Indexed: 10/12/2023]
Abstract
Persons with spinal cord injury (SCI) experience gains in fitness, physical and mental health from regular participation in exercise and physical activity. Due to changes in physiological function of the cardiovascular, nervous, and muscular systems, general population physical activity guidelines and traditional exercise prescription methods are not appropriate for the SCI population. Exercise guidelines specific to persons with SCI recommend progressive training beginning at 20 min of moderate to vigorous intensity aerobic exercise twice per week transitioning to 30 min three times per week, with strength training of the major muscle groups two times per week. These population-specific guidelines were designed considering the substantial barriers to physical activity for persons with SCI and can be used to frame an individual exercise prescription. Rating of perceived exertion (i.e., perceptually regulated exercise) is a practical way to indicate moderate to vigorous intensity exercise in community settings. Adapted exercise modes include arm cycle ergometry, hybrid arm-leg cycling, and recumbent elliptical equipment. Body weight-supported treadmill training and other rehabilitation modalities may improve some aspects of health and fitness for people with SCI if completed at sufficient intensity. Disability-specific community programs offer beneficial opportunities for persons with SCI to experience quality exercise opportunities but are not universally available.
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Affiliation(s)
- Chelsea Pelletier
- School of Health Sciences, Faculty of Human and Health Sciences, University of Northern British Columbia, Prince George, BC, Canada
- Department of Family Practice, Faculty of Medicine, University of British Columbia, Vancouver, BC, Canada
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14
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Jamjoom AB, Gahtani AY, Alzahrani MT, Albeshri AS, Sharab MA. Review of the Most Cited Patient-Reported Outcome Measure (PROM) Studies Published in the Neurospine Surgical Literature. Cureus 2023; 15:e44262. [PMID: 37772211 PMCID: PMC10523832 DOI: 10.7759/cureus.44262] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/28/2023] [Indexed: 09/30/2023] Open
Abstract
Patient-reported outcome measures (PROMs) are validated tools that are widely utilized in research and patient care. Their diversity, quality, and application remain matters of peak research interest. This article is a review of the PROMs that were utilized in high-impact publications in the neurospine surgical literature. The 50 most cited articles on the subject were selected and analysed. Most (42 articles) were published in spine journals and, in particular, in the journal Spine (Phila Pa 1976) (28 articles). A total of 34 PROMs were utilized, of which 24 were used only once in single studies. The four most common PROMs were Scoliosis Research Society-22 (SRS-22) (15 articles), Short Form-12 and Short Form-36 (SF-12 and SF-36) (11 articles), Ronald-Morris Disability Questionnaire (RMDQ) (nine articles), and Oswestry Disability Index (ODI) (five articles). Nineteen articles focused on validating translated versions of 11 PROMs to other languages. The languages that had the maximal number of tools translated to amongst the highly cited articles were Italian (six tools), Portuguese (four tools), German (three tools), and Japanese (three tools). The most common diagnoses and the PROMs used for them were back pain and cervical spine disorder (SF-12 and SF-36 (nine articles), RMDQ (eight articles), and ODI (five articles)), and idiopathic scoliosis (SRS-22) (14 articles)). The median (range) article citation number was 137 (78-675). The four most cited PROMs were SRS-22 (2,869), SF-12 and SF-36 (2,558), RMDQ (1,456), and ODI (852). Citation numbers were positively impacted by article age and participant number but not by tool type or clinical diagnosis. In conclusion, a wide range of PROMs was utilized in the 50 most cited publications in the neurospine surgical literature. The majority were disease-specific rather than generic and targeted particular spine pathology. Neurosurgical PROMs were under-represented amongst the most cited articles. Awareness of the PROMs used in high-impact studies may be helpful in tool selection in future research. PROMs are valuable in standardizing subjective outcomes. Their use in research and clinical settings in any validated language is highly encouraged.
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Affiliation(s)
- Abdulhakim B Jamjoom
- Neurosurgery, King Saud Bin Abdulaziz University for Health Sciences College of Medicine, Jeddah, SAU
| | - Abdulhadi Y Gahtani
- Neurosurgery, King Saud Bin Abdulaziz University for Health Sciences College of Medicine, Jeddah, SAU
| | - Moajeb T Alzahrani
- Neurosurgery, King Saud Bin Abdulaziz University for Health Sciences College of Medicine, Jeddah, SAU
| | - Ahmad S Albeshri
- Neurosurgery, King Abdulaziz Medical City Western Region, Jeddah, SAU
| | - Momen A Sharab
- Neurosurgery, King Abdulaziz Medical City Western Region, Jeddah, SAU
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15
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Widerström-Noga E, Anderson KD, Robayo LE, Perez S, Martinez-Arizala A, Calle-Coule L, Cherup NP, Fernandez GE. Development of a pain education resource for people with spinal cord injury. Front Public Health 2023; 11:1197944. [PMID: 37554730 PMCID: PMC10406314 DOI: 10.3389/fpubh.2023.1197944] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2023] [Accepted: 07/07/2023] [Indexed: 08/10/2023] Open
Abstract
Many people with spinal cord injury (SCI) develop chronic pain, including neuropathic pain. Unfortunately, current treatments for this condition are often inadequate because SCI-associated neuropathic pain is complex and depends on various underlying mechanisms and contributing factors. Multimodal treatment strategies including but not limited to pharmacological treatments, physical rehabilitation, cognitive training, and pain education may be best suited to manage pain in this population. In this study, we developed an educational resource named the SeePain based on published pain literature, and direct stakeholder input, including people living with SCI and chronic pain, their significant others, and healthcare providers with expertise in SCI. The SeePain was then 1) systematically evaluated by stakeholders regarding its content, comprehensibility, and format using qualitative interviews and thematic analysis, and 2) modified based on their perspectives. The final resource is a comprehensive guide for people with SCI and their significant others or family members that is intended to increase health literacy and facilitate communication between SCI consumers and their healthcare providers. Future work will quantitatively validate the SeePain in a large SCI sample.
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Affiliation(s)
- Eva Widerström-Noga
- The Miami Project to Cure Paralysis, University of Miami Miller School of Medicine, Miami, FL, United States
- Department of Neurological Surgery, University of Miami Miller School of Medicine, Miami, FL, United States
| | - Kimberly D. Anderson
- Department of Physical Medicine and Rehabilitation, MetroHealth Medical Center, Case Western Reserve University School of Medicine, Cleveland, OH, United States
| | - Linda E. Robayo
- The Miami Project to Cure Paralysis, University of Miami Miller School of Medicine, Miami, FL, United States
| | - Salome Perez
- Research Service, Bruce W. Carter Veterans Affairs Medical Center, Miami, FL, United States
| | - Alberto Martinez-Arizala
- The Miami Project to Cure Paralysis, University of Miami Miller School of Medicine, Miami, FL, United States
| | - Lindsey Calle-Coule
- Research Service, Bruce W. Carter Veterans Affairs Medical Center, Miami, FL, United States
| | - Nicholas P. Cherup
- The Miami Project to Cure Paralysis, University of Miami Miller School of Medicine, Miami, FL, United States
| | - Gabriel E. Fernandez
- The Miami Project to Cure Paralysis, University of Miami Miller School of Medicine, Miami, FL, United States
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16
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Starosta AJ, Wright KS, Bombardier CH, Kahlia F, Barber J, Accardi-Ravid MC, Wiechman SA, Crane DA, Jensen MP. A Case Study of Hypnosis Enhanced Cognitive Therapy for Pain in a Ventilator Dependent Patient during Inpatient Rehabilitation for Spinal Cord Injury. J Clin Med 2023; 12:4539. [PMID: 37445573 DOI: 10.3390/jcm12134539] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2023] [Revised: 06/30/2023] [Accepted: 07/03/2023] [Indexed: 07/15/2023] Open
Abstract
Early, acute pain following spinal cord injury (SCI) is common, can negatively impact SCI rehabilitation, and is frequently not responsive to biomedical treatment. Nonpharmacological interventions show promise in reducing pain for individuals with SCI. However, most psychological interventions rely heavily on verbal interaction between the individual being treated and the clinician, making them inaccessible for individuals with impaired verbal output due to mechanical ventilation. This case study aims to describe the adaptation and implementation of hypnotic cognitive therapy (HYP-CT) intervention for early SCI pain in the context of mechanical ventilation dependence and weaning. The participant was a 54-year-old male with C2 AIS A SCI requiring mechanical ventilation. Four sessions of HYP-CT were provided during inpatient rehabilitation with assessment prior to intervention, after the intervention sessions, and prior to discharge. The participant reported immediate reductions in pain intensity following each intervention session. Overall, he reported increases in self-efficacy and pain acceptance. He did not report any negative treatment effects and thought the intervention provided support during mechanical ventilation weaning. During treatment, he discontinued opioid pain medications and reported actively using intervention strategies. Our results support the potential for early, hypnotic cognitive therapy for individuals with SCI experiencing pain or distress while dependent on mechanical ventilation.
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Affiliation(s)
- Amy J Starosta
- Department of Rehabilitation Medicine, University of Washington, Seattle, WA 98195, USA
| | - Katherine S Wright
- Department of Rehabilitation Medicine, University of Washington, Seattle, WA 98195, USA
| | - Charles H Bombardier
- Department of Rehabilitation Medicine, University of Washington, Seattle, WA 98195, USA
| | - Faran Kahlia
- Department of Rehabilitation Medicine, University of Washington, Seattle, WA 98195, USA
| | - Jason Barber
- Department of Neurological Surgery, University of Washington, Seattle, WA 98195, USA
| | - Michelle C Accardi-Ravid
- Department of Physical Medicine and Rehabilitation, University of Utah, Salt Lake City, UT 84132, USA
| | - Shelley A Wiechman
- Department of Rehabilitation Medicine, University of Washington, Seattle, WA 98195, USA
| | - Deborah A Crane
- Department of Rehabilitation Medicine, University of Washington, Seattle, WA 98195, USA
| | - Mark P Jensen
- Department of Rehabilitation Medicine, University of Washington, Seattle, WA 98195, USA
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17
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Waller M, Jörgensen S, Lexell J. Changes over 6 years in secondary health conditions and activity limitations in older adults aging with long-term spinal cord injury. PM R 2023; 15:157-167. [PMID: 35092167 DOI: 10.1002/pmrj.12776] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2021] [Revised: 11/19/2021] [Accepted: 12/28/2021] [Indexed: 11/11/2022]
Abstract
BACKGROUND The number of individuals aging with long-term spinal cord injury (SCI) is increasing. Still, there is limited knowledge about changes in secondary health conditions (SHCs) and activity limitations over time. OBJECTIVES To determine changes in SHCs and activity limitations in older adults aging with long-term SCI over 6 years, and to investigate how changes in SHCs and activity limitations are associated with gender, age, and injury characteristics. DESIGN Longitudinal cohort study from the Swedish Aging with Spinal Cord Injury Study (SASCIS). SETTING Community settings, Sweden. PARTICIPANTS From the initial 123 participants in the SASCIS: 78 individuals (32% women); mean age 68 years; mean time since injury 31 years; injury levels C1-L3, AIS A-D. INTERVENTIONS Not applicable MAIN OUTCOME MEASURE: Bowel and bladder function and problems, pain, spasticity, and the Spinal Cord Independence Measure (SCIM III). RESULTS Over 6 years, bowel-related problems increased (31% to 47%, p = .015) and the occurrence of constipation doubled to 24% (p = .013). There were increases in frequent urinary tract infections (10% to 26%, p = .004), use of indwelling urinary catheters (15% to 23%, p = .031), and other bladder-related problems (4% to 22%, p < .001). The occurrence of pain was high (85%), with no significant change. Spasticity increased from 41% to 62% (p < .001). Activity limitations increased (SCIM III total score mean 67 to 61, p < .001, with significant decreases in all subscales). The increase in bowel-related problems was greater in males, and the deterioration in self-care was greater in participants with longer time since injury and with traumatic injuries. CONCLUSIONS These findings support the notion that SHCs and activity limitations increase over time in older adults aging with long-term SCI. The results can inform clinicians and call for a proactive, holistic approach in the long-term follow-up to support healthy and active aging.
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Affiliation(s)
- Mikael Waller
- Department of Health Sciences, Lund University, Lund, Sweden.,Department of Rehabilitation Medicine, Sunderby Hospital, Norrbotten County Council, Luleå, Sweden
| | - Sophie Jörgensen
- Department of Health Sciences, Lund University, Lund, Sweden.,Department of Rehabilitation Medicine, Skåne University Hospital, Lund, Sweden
| | - Jan Lexell
- Department of Health Sciences, Lund University, Lund, Sweden.,Department of Rehabilitation Medicine, Skåne University Hospital, Lund, Sweden
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Karran EL, Fryer CE, Middleton JW, Moseley GL. Pain and pain management experiences following spinal cord injury - a mixed methods study of Australian community-dwelling adults. Disabil Rehabil 2023; 45:455-468. [PMID: 35156498 DOI: 10.1080/09638288.2022.2034994] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
PURPOSE There is a high prevalence of persistent pain following SCI yet insights into its impact and the quality of pain care are limited. We aimed to explore, in-depth, the problem of persistent pain in Australian community-dwelling adults with a spinal cord injury (SCI). Our objectives were to investigate (i) how individuals experience persistent pain, (ii) how they experience pain care and (iii) the concordance between clinical practice guidelines for managing pain and reported care practices. METHODS We conducted a mixed-methods convergent parallel study. Adults with SCI and persistent pain completed a survey (n = 43); a subset of participants completed interviews (n = 10). We analysed the data from each method separately and then integrated the findings. RESULTS Results indicated that the life impact of persistent pain is variable but it can be more disabling than physical impairments and compound a sense of isolation and despair. Community-based management was reported to predominantly have a pharmacological focus, with occurrences of opioid misuse apparent in the data. Access to expert, comprehensive and individualised care was frequently reported as inadequate. CONCLUSION While some people with SCI and persistent pain can effectively self-manage their pain, for others the impact on quality of life is profound and complex care needs are commonly unmet.IMPLICATIONS FOR REHABILITATIONPersistent pain is a common consequence of SCI and profoundly impacts quality of life.Complex pain care needs are commonly unmet.Individuals require regular, comprehensive, biopsychosocial assessment.The effectiveness of pain management strategies must be monitored on an ongoing basis.Opportunities for personal self-management support must be available long-term.
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Affiliation(s)
- Emma L Karran
- Innovation, Implementation & Clinical Translation (IIMPACT) in Health, Kaurna Country, University of South Australia, Adelaide, Australia
| | - Caroline E Fryer
- Innovation, Implementation & Clinical Translation (IIMPACT) in Health, Kaurna Country, University of South Australia, Adelaide, Australia
| | - James W Middleton
- State Spinal Cord Injury Service, NSW Agency for Clinical Innovation, Sydney, Australia
- John Walsh Centre for Rehabilitation Research, Kolling Institute, Royal North Shore Hospital, St Leonards, Sydney, Australia
- Faculty of Medicine and Health, The University of Sydney, Sydney, Australia
| | - G Lorimer Moseley
- Innovation, Implementation & Clinical Translation (IIMPACT) in Health, Kaurna Country, University of South Australia, Adelaide, Australia
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Amrein S, Werner C, Arnet U, de Vries WHK. Machine-Learning-Based Methodology for Estimation of Shoulder Load in Wheelchair-Related Activities Using Wearables. SENSORS (BASEL, SWITZERLAND) 2023; 23:s23031577. [PMID: 36772617 PMCID: PMC9918997 DOI: 10.3390/s23031577] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/19/2022] [Revised: 01/27/2023] [Accepted: 01/30/2023] [Indexed: 06/01/2023]
Abstract
There is a high prevalence of shoulder problems in manual wheelchair users (MWUs) with a spinal cord injury. How shoulder load relates to shoulder problems remains unclear. This study aimed to develop a machine-learning-based methodology to estimate the shoulder load in wheelchair-related activities of daily living using wearable sensors. Ten able-bodied participants equipped with five inertial measurement units (IMU) on their thorax, right arm, and wheelchair performed activities exemplary of daily life of MWUs. Electromyography (EMG) was recorded from the long head of the biceps and medial part of the deltoid. A neural network was trained to predict the shoulder load based on IMU and EMG data. Different cross-validation strategies, sensor setups, and model architectures were examined. The predicted shoulder load was compared to the shoulder load determined with musculoskeletal modeling. A subject-specific biLSTM model trained on a sparse sensor setup yielded the most promising results (mean correlation coefficient = 0.74 ± 0.14, relative root-mean-squared error = 8.93% ± 2.49%). The shoulder-load profiles had a mean similarity of 0.84 ± 0.10 over all activities. This study demonstrates the feasibility of using wearable sensors and neural networks to estimate the shoulder load in wheelchair-related activities of daily living.
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Affiliation(s)
- Sabrina Amrein
- Rehabilitation Engineering Laboratory, Department of Health Science and Technology, ETH Zurich, 8049 Zurich, Switzerland
- Swiss Paraplegic Research, Guido A. Zächstrasse 4, 6207 Nottwil, Switzerland
| | - Charlotte Werner
- Rehabilitation Engineering Laboratory, Department of Health Science and Technology, ETH Zurich, 8049 Zurich, Switzerland
- Spinal Cord Injury Center, University Hospital Balgrist, 8008 Zurich, Switzerland
| | - Ursina Arnet
- Swiss Paraplegic Research, Guido A. Zächstrasse 4, 6207 Nottwil, Switzerland
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Li H, Liu M, Yu X, Zhu J, Wang C, Chen X, Feng C, Leng J, Zhang Y, Xu F. Coherence based graph convolution network for motor imagery-induced EEG after spinal cord injury. Front Neurosci 2023; 16:1097660. [PMID: 36711141 PMCID: PMC9880407 DOI: 10.3389/fnins.2022.1097660] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2022] [Accepted: 12/28/2022] [Indexed: 01/15/2023] Open
Abstract
Background Spinal cord injury (SCI) may lead to impaired motor function, autonomic nervous system dysfunction, and other dysfunctions. Brain-computer Interface (BCI) system based on motor imagery (MI) can provide more scientific and effective treatment solutions for SCI patients. Methods According to the interaction between brain regions, a coherence-based graph convolutional network (C-GCN) method is proposed to extract the temporal-frequency-spatial features and functional connectivity information of EEG signals. The proposed algorithm constructs multi-channel EEG features based on coherence networks as graphical signals and then classifies MI tasks. Different from the traditional graphical convolutional neural network (GCN), the C-GCN method uses the coherence network of EEG signals to determine MI-related functional connections, which are used to represent the intrinsic connections between EEG channels in different rhythms and different MI tasks. EEG data of SCI patients and healthy subjects have been analyzed, where healthy subjects served as the control group. Results The experimental results show that the C-GCN method can achieve the best classification performance with certain reliability and stability, the highest classification accuracy is 96.85%. Conclusion The proposed framework can provide an effective theoretical basis for the rehabilitation treatment of SCI patients.
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Affiliation(s)
- Han Li
- International School for Optoelectronic Engineering, Qilu University of Technology, Shandong Academy of Sciences, Jinan, China
| | - Ming Liu
- International School for Optoelectronic Engineering, Qilu University of Technology, Shandong Academy of Sciences, Jinan, China
| | - Xin Yu
- International School for Optoelectronic Engineering, Qilu University of Technology, Shandong Academy of Sciences, Jinan, China
| | - JianQun Zhu
- International School for Optoelectronic Engineering, Qilu University of Technology, Shandong Academy of Sciences, Jinan, China
| | - Chongfeng Wang
- International School for Optoelectronic Engineering, Qilu University of Technology, Shandong Academy of Sciences, Jinan, China
| | - Xinyi Chen
- International School for Optoelectronic Engineering, Qilu University of Technology, Shandong Academy of Sciences, Jinan, China
| | - Chao Feng
- International School for Optoelectronic Engineering, Qilu University of Technology, Shandong Academy of Sciences, Jinan, China,*Correspondence: Chao Feng,
| | - Jiancai Leng
- International School for Optoelectronic Engineering, Qilu University of Technology, Shandong Academy of Sciences, Jinan, China,Jiancai Leng,
| | - Yang Zhang
- Rehabilitation Center, Qilu Hospital of Shandong University, Jinan, China,Yang Zhang,
| | - Fangzhou Xu
- International School for Optoelectronic Engineering, Qilu University of Technology, Shandong Academy of Sciences, Jinan, China,Fangzhou Xu,
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Olusanya A, Yearsley A, Brown N, Braun S, Hayes C, Rose E, Connolly B, Dicks M, Beal C, Helmonds B, Peace W, Kirkman B, Nguyen C, Erickson J, Nguyen G, Lukose E, Koek W, Nagpal AS, Trbovich M. Capsaicin 8% Patch for Spinal Cord Injury Focal Neuropathic Pain, a Randomized Controlled Trial. PAIN MEDICINE 2023; 24:71-78. [PMID: 35799365 DOI: 10.1093/pm/pnac104] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/11/2022] [Revised: 06/26/2022] [Accepted: 06/27/2022] [Indexed: 02/06/2023]
Abstract
BACKGROUND Neuropathic pain (NP) after spinal cord injury (SCI) exacerbates disability, decreases quality of life (QOL), and is often refractory to available therapies. Patients report willingness to trade potential recovery of strength, bowel, bladder, or sexual function for pain relief. One proposed mechanism causing NP is up-regulation of transient receptor potential vanilloid 1 (TRPV 1) proteins in uninjured C fibers and dorsal root ganglia causing neuronal excitability. Recent studies have found up-regulation of TRPV 1 proteins after SCI. OBJECTIVE We hypothesize the application of capsaicin 8% patch (C8P), FDA approved for NP in diabetic peripheral neuropathy and post-herpetic neuralgia, will improve pain, function and QOL in persons with SCI. METHODS Randomized single-blind crossover design in which 11 persons with SCI and NP refractory to two oral pain medications received C8P or a control low dose Capsaicin 0.025% patch (CON) over two 12-week periods. Pain (VAS, MPI-SCI), quality of life (WHO-QOL), and functional status (SCIM) were measured at 2-4-week intervals. RESULTS There was a main treatment effect of C8P over CON on VAS and MPI-SCI outcomes with pain reduction of 35% and 29% at weeks 2 and 4, respectively. C8P also demonstrated a main treatment effect over CON on the SCIM mobility subscale. WHO-QOL scores did not improve with C8P. CONCLUSIONS C8P improves pain and mobility for patients with SCI and refractory NP. Larger studies should be performed to evaluate impact of repeat applications and QOL outcomes.
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Affiliation(s)
- Adedeji Olusanya
- The University of Texas Health Science Center at San Antonio, San Antonio, Texas, USA
| | - Aaron Yearsley
- The University of Texas Health Science Center at San Antonio, San Antonio, Texas, USA
| | - Nicholas Brown
- The University of Texas Health Science Center at San Antonio, San Antonio, Texas, USA
| | - Samantha Braun
- The University of Texas Health Science Center at San Antonio, San Antonio, Texas, USA
| | - Corey Hayes
- The University of Texas Health Science Center at San Antonio, San Antonio, Texas, USA
| | - Evon Rose
- University of the Incarnate World Osteopathic Medical School, San Antonio, Texas, USA
| | - Brian Connolly
- The University of Texas Health Science Center at San Antonio, San Antonio, Texas, USA
| | - Madeline Dicks
- The University of Texas Health Science Center at San Antonio, San Antonio, Texas, USA
| | - Colby Beal
- The University of Texas Health Science Center at San Antonio, San Antonio, Texas, USA
| | - Brett Helmonds
- The University of Texas Health Science Center at San Antonio, San Antonio, Texas, USA
| | - Wesley Peace
- The University of Texas Health Science Center at San Antonio, San Antonio, Texas, USA
| | - Bryce Kirkman
- The University of Texas Health Science Center at San Antonio, San Antonio, Texas, USA
| | - Christina Nguyen
- The University of Texas Health Science Center at San Antonio, San Antonio, Texas, USA
| | - Jacob Erickson
- The University of Texas Health Science Center at San Antonio, San Antonio, Texas, USA
| | - Gabby Nguyen
- The University of Texas Health Science Center at San Antonio, San Antonio, Texas, USA
| | - Esha Lukose
- The University of Texas Health Science Center at San Antonio, San Antonio, Texas, USA
| | - Wouter Koek
- The University of Texas Health Science Center at San Antonio, San Antonio, Texas, USA
| | - Ameet S Nagpal
- Department of Orthopedics and Physical Medicine, Medical University of South Carolina, Charleston, South Carolina, USA
| | - Michelle Trbovich
- Physical Medicine and Rehabilitation, UTHSC at San Antonio, San Antonio, Texas, USA
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22
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Xu J, Li P, Lu F, Chen Y, Guo Q, Yang Y. Domino reaction of neurovascular unit in neuropathic pain after spinal cord injury. Exp Neurol 2023; 359:114273. [PMID: 36375510 DOI: 10.1016/j.expneurol.2022.114273] [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: 08/22/2022] [Revised: 10/25/2022] [Accepted: 11/08/2022] [Indexed: 11/12/2022]
Abstract
The mechanism of neuropathic pain after spinal cord injury is complex, and the communication between neurons, glia, and blood vessels in neurovascular units significantly affects the occurrence and development of neuropathic pain. After spinal cord injury, a domino chain reaction occurs in the neuron-glia-vessel, which affects the permeability of the blood-spinal cord barrier and jointly promotes the development of neuroinflammation. This article discusses the signal transduction between neuro-glial-endothelial networks from a multidimensional point of view and reviews its role in neuropathic pain after spinal cord injury.
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Affiliation(s)
- Jingmei Xu
- Department of Anesthesiology, Xiangya Hospital, Central South University, 87th Xiangya Road, Kaifu District, Changsha, Hunan, China
| | - Ping Li
- National Clinical Research Center for Geriatric Disorders,Xiangya Hospital, Central South University, Changsha, Hunan 410008, PR China; Department of Obstetrics, Xiangya Hospital, Central South University, 87th Xiangya Road, Kaifu District, Changsha, Hunan, China
| | - Feng Lu
- Department of Anesthesiology, First Affiliated Hospital of Gannan medical university, Ganzhou 341000, China
| | - Yulu Chen
- Department of Anesthesiology, Xiangya Hospital, Central South University, 87th Xiangya Road, Kaifu District, Changsha, Hunan, China
| | - Qulian Guo
- Department of Anesthesiology, Xiangya Hospital, Central South University, 87th Xiangya Road, Kaifu District, Changsha, Hunan, China; National Clinical Research Center for Geriatric Disorders,Xiangya Hospital, Central South University, Changsha, Hunan 410008, PR China
| | - Yong Yang
- Department of Anesthesiology, Xiangya Hospital, Central South University, 87th Xiangya Road, Kaifu District, Changsha, Hunan, China; National Clinical Research Center for Geriatric Disorders,Xiangya Hospital, Central South University, Changsha, Hunan 410008, PR China.
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23
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Donaghy B, Walker SC, Moore DJ. Social distancing with chronic pain during COVID-19: A cross-sectional correlational analysis. PLoS One 2022; 17:e0275680. [PMID: 36409671 PMCID: PMC9678271 DOI: 10.1371/journal.pone.0275680] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2022] [Accepted: 09/21/2022] [Indexed: 11/22/2022] Open
Abstract
BACKGROUND Understanding of the role social factors play in chronic pain is growing, with more adaptive and satisfying social relationships helping pain management. During the COVID-19 pandemic, social distancing measures facilitated a naturalistic study of how changes to social interaction affected chronic pain intensity. METHODS In a cross-sectional correlational design, questionnaire data was collected over a 38-day period during the March 2020 COVID-19 lockdown, individuals with chronic pain were asked about their current pain experience as well as notable social factors which might relate to pain. RESULTS Multiple regression analysis revealed social satisfaction significantly predicted pain experience, with a reduction in social participation during COVID-19 lockdowns increasing pain disability, and increased social satisfaction associated with decreasing pain intensity. CONCLUSIONS While pain management often focuses on the functional aspects of pain alleviation, these findings suggest psychological aspects of socialising satisfaction also impact pain experience. Pain management strategies should consider ways to increase social satisfaction in individuals with chronic pain, perhaps by facilitating socialisation in the home using remote communication methods similar to those which became popular during the COVID-19 lockdown.
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Affiliation(s)
- Bethany Donaghy
- School of Psychology, Liverpool John Moores University, Liverpool, England
- * E-mail:
| | - Susannah C. Walker
- School of Psychology, Liverpool John Moores University, Liverpool, England
| | - David J. Moore
- School of Psychology, Liverpool John Moores University, Liverpool, England
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24
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Arnet U, de Vries WH, Eriks-Hoogland I, Wisianowsky C, van der Woude LHV, Veeger DHEJ, Berger M. MRI evaluation of shoulder pathologies in wheelchair users with spinal cord injury and the relation to shoulder pain. J Spinal Cord Med 2022; 45:916-929. [PMID: 33617411 PMCID: PMC9661987 DOI: 10.1080/10790268.2021.1881238] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/22/2022] Open
Abstract
OBJECTIVE To describe the number, specifics and co-occurrence of shoulder pathologies detected by MRI in manual wheelchair users with spinal cord injury and to evaluate the association between shoulder pathologies and presence of shoulder pain. DESIGN Cross-sectional observation study. SETTING Community. PARTICIPANTS Fifty-one wheelchair-dependent persons with spinal cord injury (44 males, 7 females, median age 50 years (IQR 14), median time since injury 24 years (IQR 16)) were allocated to pain or no-pain group based on the Wheelchair User Shoulder Pain Index. INTERVENTIONS Not applicable. OUTCOME MEASURES All persons underwent shoulder MRI. Pathologies were scored blinded by two experienced radiologists. Participant characteristics, number and severity of shoulder pathologies were analyzed descriptively. Logistic regression was performed to evaluate the association between MRI findings and shoulder pain. RESULTS The median number of co-occurring MRI findings per person ranged from 0 to 19 (out of 31 possible findings). The cluster of MRI findings occurring most often together were tendon tears of supraspinatus (present in 84%), subscapularis (69%) and biceps (67%) and osteoarthritis of acromioclavicular joint (80%). When correcting for age and time since injury, the logistic regression showed no statistically significant correlation between the individual pathologies and shoulder pain. CONCLUSION MRI findings of shoulder pathology are very frequent in persons with and without shoulder pain. Therefore, when diagnosing the cause of shoulder pain and planning interventions, health care professionals should keep this finding in mind and MRI should not be interpreted without careful consideration of clinical history and functional testing.
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Affiliation(s)
- Ursina Arnet
- Swiss Paraplegic Research, Nottwil, Switzerland,Department of Health Sciences and Medicine, University of Lucerne, Lucerne, Switzerland,Correspondence to: Ursina Arnet, Swiss Paraplegic Research, Guido A. Zächstrasse 4, 6207, Nottwil, Switzerland; Ph: +41 41 939 65 99.
| | - Wiebe H. de Vries
- Swiss Paraplegic Research, Nottwil, Switzerland,Department of Health Sciences and Medicine, University of Lucerne, Lucerne, Switzerland
| | | | | | - Lucas H. V. van der Woude
- Center for Human Movement Sciences, University Medical Center Groningen, Groningen, Netherlands,Center for Rehabilitation, University Medical Center Groningen, University of Groningen, Groningen, Netherlands
| | - DirkJan H. E. J. Veeger
- Department of Human Movement Sciences, Vrije Universiteit Amsterdam, Amsterdam, Netherlands,Department of Biomechanical Engineering, Delft University of Technology, Delft, Netherlands
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25
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Poutanen J, Anttila H, Tallqvist S, Kallinen M, Koskinen E, Hämäläinen H, Kauppila AM, Täckman A, Vainionpää A, Arokoski J, Hiekkala S. Physical health among the Finnish spinal cord injury population according to the Patient Reported Outcome Measurement Information System (PROMIS®). J Spinal Cord Med 2022; 45:865-873. [PMID: 34726579 PMCID: PMC9662063 DOI: 10.1080/10790268.2021.1989184] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/19/2022] Open
Abstract
OBJECTIVE The aim of this study is to assess the physical health in the Finnish Spinal cord injury (SCI) population using the Patient Reported Outcome Measurement Information System (PROMIS®) and make a comparison to the general United States (US) population. Furthermore, the aim is to explore the associations between pain interference, pain intensity, sleep disturbance, and fatigue and physical function. DESIGN Cross-sectional study. This study is part of the Finnish Spinal Cord Injury (FinSCI) community survey study. SETTING Community, Finland. PARTICIPANTS 884 persons with SCI. INTERVENTIONS Not applicable. OUTCOME MEASURES Physical health was measured with custom Patient Reported Outcome Measure System (PROMIS®) short forms. RESULTS Higher age and lesion level indicated more severe physical function impairments. Persons ≥46 years exhibited more pain interference symptoms compared to younger participants. On average, the Finnish SCI population had 1.3 SD lower physical function and 0.9 SD higher pain interference T-scores compared to the US general population (P < 0.001). The most significant association was observed between pain interference and physical function (r = -0.364, P < 0.001). CONCLUSIONS The present study provides a description of the state of physical health in the Finnish spinal cord injury population, as well as the associations between the physical health areas. The results highlight the substantiality of pain management in terms of improving physical function. TRIAL REGISTRATION NUMBER NCT04649814.
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Affiliation(s)
- Joonas Poutanen
- Faculty of Medicine, University of Helsinki, Helsinki, Finland,Correspondence to: Joonas Poutanen, Faculty of Medicine, University of Helsinki, Helsinki, Finland.
| | - Heidi Anttila
- Welfare Department, Ageing, Disability and Functioning Unit, Finnish Institute for Health and Welfare, Helsinki, Finland
| | | | - Mauri Kallinen
- Rehabilitation Department, Central Finland Health Care District, Central Finland Central Hospital, Jyväskylä, Finland,Center for Life Course Health Research, University of Oulu, Oulu, Finland
| | - Eerika Koskinen
- Department of Neurosciences and Rehabilitation, Tampere University Hospital, Tampere, Finland
| | - Harri Hämäläinen
- Department of Internal Medicine and Rehabilitation/Spinal Cord Injury Outpatient Clinic, Helsinki University Hospital, Helsinki, Finland
| | - Anna-Maija Kauppila
- Department of Medical Rehabilitation/Spinal Cord Injury Outpatient Clinic, Oulu University Hospital, Oulu, Finland
| | - Anni Täckman
- The Finnish Association of Spinal Cord Injured Akson, Helsinki, Finland
| | - Aki Vainionpää
- Department of Rehabilitation, Seinäjoki Central Hospital, Seinäjoki, Finland
| | - Jari Arokoski
- Department of Internal Medicine and Rehabilitation/Spinal Cord Injury Outpatient Clinic, Helsinki University Hospital, Helsinki, Finland
| | - Sinikka Hiekkala
- The Finnish Association of People with Physical Disabilities, Helsinki, Finland,Validia Rehabilitation, Helsinki, Finland
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26
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de Vries WHK, Amrein S, Arnet U, Mayrhuber L, Ehrmann C, Veeger HEJ. Classification of Wheelchair Related Shoulder Loading Activities from Wearable Sensor Data: A Machine Learning Approach. SENSORS (BASEL, SWITZERLAND) 2022; 22:s22197404. [PMID: 36236503 PMCID: PMC9570805 DOI: 10.3390/s22197404] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/31/2022] [Revised: 09/23/2022] [Accepted: 09/26/2022] [Indexed: 06/02/2023]
Abstract
Shoulder problems (pain and pathology) are highly prevalent in manual wheelchair users with spinal cord injury. These problems lead to limitations in activities of daily life (ADL), labor- and leisure participation, and increase the health care costs. Shoulder problems are often associated with the long-term reliance on the upper limbs, and the accompanying "shoulder load". To make an estimation of daily shoulder load, it is crucial to know which ADL are performed and how these are executed in the free-living environment (in terms of magnitude, frequency, and duration). The aim of this study was to develop and validate methodology for the classification of wheelchair related shoulder loading ADL (SL-ADL) from wearable sensor data. Ten able bodied participants equipped with five Shimmer sensors on a wheelchair and upper extremity performed eight relevant SL-ADL. Deep learning networks using bidirectional long short-term memory networks were trained on sensor data (acceleration, gyroscope signals and EMG), using video annotated activities as the target. Overall, the trained algorithm performed well, with an accuracy of 98% and specificity of 99%. When reducing the input for training the network to data from only one sensor, the overall performance decreased to around 80% for all performance measures. The use of only forearm sensor data led to a better performance than the use of the upper arm sensor data. It can be concluded that a generalizable algorithm could be trained by a deep learning network to classify wheelchair related SL-ADL from the wearable sensor data.
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Affiliation(s)
| | - Sabrina Amrein
- Swiss Paraplegic Research, Guido A. Zachstrasse 4, 6207 Nottwil, Switzerland
- Rehabilitation Engineering Laboratory, Hönggerberg Campus, ETH Zurich, 8049 Zurich, Switzerland
| | - Ursina Arnet
- Swiss Paraplegic Research, Guido A. Zachstrasse 4, 6207 Nottwil, Switzerland
| | - Laura Mayrhuber
- Swiss Paraplegic Research, Guido A. Zachstrasse 4, 6207 Nottwil, Switzerland
| | - Cristina Ehrmann
- Swiss Paraplegic Research, Guido A. Zachstrasse 4, 6207 Nottwil, Switzerland
| | - H. E. J. Veeger
- Department of Biomechanical Engineering, Delft University of Technology, Mekelweg 2, 2628 CD Delft, The Netherlands
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Younis A, Hardowar L, Barker S, Hulse RP. The consequence of endothelial remodelling on the blood spinal cord barrier and nociception. Curr Res Physiol 2022; 5:184-192. [PMID: 35434652 PMCID: PMC9010889 DOI: 10.1016/j.crphys.2022.03.005] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2021] [Revised: 03/09/2022] [Accepted: 03/30/2022] [Indexed: 12/01/2022] Open
Abstract
Nociception is a fundamental acute protective mechanism that prevents harm to an organism. Understanding the integral processes that control nociceptive processing are fundamental to our appreciation of which cellular and molecular features underlie this process. There is an extensive understanding of how sensory neurons interpret differing sensory modalities and intensities. However, it is widely appreciated that the sensory neurons do not act alone. These work in harmony with inflammatory and vascular systems to modulate pain perception. The spinal cord has an extensive interaction with the capillary network in the form of a blood spinal cord barrier to ensure homeostatic control of the spinal cord neuron milieu. However, there is an extensive appreciation that disturbances in the blood spinal cord barrier contribute to the onset of chronic pain. Enhanced vascular permeability and impaired blood perfusion have both been highlighted as contributors to chronic pain manifestation. Here, we discuss the evidence that demonstrates alterations in the blood spinal cord barrier influences nociceptive processing and perception of pain.
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Affiliation(s)
- Awais Younis
- School of Science and Technology, Nottingham Trent University, Nottingham, NG11 8NS, UK
| | - Lydia Hardowar
- School of Science and Technology, Nottingham Trent University, Nottingham, NG11 8NS, UK
| | - Sarah Barker
- School of Science and Technology, Nottingham Trent University, Nottingham, NG11 8NS, UK
| | - Richard Philip Hulse
- School of Science and Technology, Nottingham Trent University, Nottingham, NG11 8NS, UK
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28
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Braunwalder C, Ehrmann C, Hodel J, Müller R, von Matt D, Fekete C. Pain trajectories during initial rehabilitation after spinal cord injury: Do psychosocial resources and mental health predict trajectories? Arch Phys Med Rehabil 2022; 103:1294-1302. [DOI: 10.1016/j.apmr.2022.01.149] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2021] [Revised: 01/04/2022] [Accepted: 01/14/2022] [Indexed: 11/02/2022]
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29
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Carlozzi NE, Freedman J, Troost JP, Carson T, Molton IR, Ehde DM, Najarian K, Miner JA, Boileau NR, Kratz AL. Daily Variation in Sleep Quality is Associated With Health-Related Quality of Life in People With Spinal Cord Injury. Arch Phys Med Rehabil 2022; 103:263-273.e4. [PMID: 34416248 PMCID: PMC8810726 DOI: 10.1016/j.apmr.2021.07.803] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2020] [Revised: 07/02/2021] [Accepted: 07/10/2021] [Indexed: 02/03/2023]
Abstract
OBJECTIVE Although sleep difficulties are common after spinal cord injury (SCI), little is known about how day-to-day fluctuations in sleep quality affects health-related quality of life (HRQOL) among these individuals. We examined the effect of sleep quality on same-day HRQOL using ecological momentary assessment methods over a 7-day period. DESIGN Repeated-measures study involving 7 days of home monitoring; participants completed HRQOL measures each night and ecological momentary assessment ratings 3 times throughout the day; multilevel models were used to analyze data. SETTING Two academic medical centers. PARTICIPANTS A total of 170 individuals with SCI (N=170). INTERVENTIONS Not applicable. MAIN OUTCOME MEASURES Daily sleep quality was rated on a scale of 0 (worst) to 10 (best) each morning. Participants completed end-of-day diaries each night that included several HRQOL measures (Sleep Disturbance, Sleep-related Impairment, Fatigue, Cognitive Abilities, Pain Intensity, Pain Interference, Ability to Participate in Social Roles and Activities, Depression, Anxiety) and ecological momentary assessment ratings of HRQOL (pain, fatigue, subjective thinking) 3 times throughout each day. RESULTS Multilevel models indicated that fluctuations in sleep quality (as determined by end-of-day ratings) were significantly related to next-day ratings of HRQOL; sleep quality was related to other reports of sleep (Sleep Disturbance; Sleep-related Impairment; Fatigue) but not to other aspects of HRQOL. For ecological momentary assessment ratings, nights of poor sleep were related to worse pain, fatigue, and thinking. Generally, sleep quality showed consistent associations with fatigue and thinking across the day, but the association between sleep quality and these ecological momentary assessment ratings weakened over the course of the day. CONCLUSIONS Findings highlight the important association between sleep and HRQOL for people with SCI. Future work targeting sleep quality improvement may have positive downstream effects for improving HRQOL in people with SCI.
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Affiliation(s)
- Noelle E. Carlozzi
- Department of Physical Medicine & Rehabilitation, University of Michigan, Ann Arbor, MI, USA,Corresponding Author. Noelle E. Carlozzi, Ph.D., University of Michigan, Department of Physical Medicine & Rehabilitation, North Campus Research Complex, 2800 Plymouth Road Building NCRC B14, Room G216, Ann Arbor, MI,
| | - Jenna Freedman
- Department of Physical Medicine & Rehabilitation, University of Michigan, Ann Arbor, MI, USA
| | - Jonathan P. Troost
- Michigan Institute for Clinical and Health Research, University of Michigan, Ann Arbor, MI, USA
| | - Traci Carson
- Department of Physical Medicine & Rehabilitation, University of Michigan, Ann Arbor, MI, USA
| | - Ivan R. Molton
- Department of Rehabilitation Medicine, University of Washington School of Medicine, Seattle, WA, USA
| | - Dawn M. Ehde
- Department of Rehabilitation Medicine, University of Washington School of Medicine, Seattle, WA, USA
| | - Kayvan Najarian
- Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, MI, USA,Department of Emergency Medicine, University of Michigan, Ann Arbor, MI, USA
| | - Jennifer A. Miner
- Department of Physical Medicine & Rehabilitation, University of Michigan, Ann Arbor, MI, USA
| | - Nicholas R. Boileau
- Department of Physical Medicine & Rehabilitation, University of Michigan, Ann Arbor, MI, USA
| | - Anna L. Kratz
- Department of Physical Medicine & Rehabilitation, University of Michigan, Ann Arbor, MI, USA
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30
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Khosravi S, Khayyamfar A, Shemshadi M, Koltapeh MP, Sadeghi-Naini M, Ghodsi Z, Shokraneh F, Bardsiri MS, Derakhshan P, Komlakh K, Vaccaro AR, Fehlings MG, Guest JD, Noonan V, Rahimi-Movaghar V. Indicators of Quality of Care in Individuals With Traumatic Spinal Cord Injury: A Scoping Review. Global Spine J 2022; 12:166-181. [PMID: 33487062 PMCID: PMC8965305 DOI: 10.1177/2192568220981988] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/26/2022] Open
Abstract
STUDY DESIGN Scoping review. OBJECTIVES To identify a practical and reproducible approach to organize Quality of Care Indicators (QoCI) in individuals with traumatic spinal cord injury (TSCI). METHODS A comprehensive literature review was conducted in the Cochrane Central Register of Controlled Trials (CENTRAL) (Date: May 2018), MEDLINE (1946 to May 2018), and EMBASE (1974 to May 2018). Two independent reviewers screened 6092 records and included 262 full texts, among which 60 studies were included for qualitative analysis. We included studies, with no language restriction, containing at least 1 quality of care indicator for individuals with traumatic spinal cord injury. Each potential indicator was evaluated in an online, focused group discussion to define its categorization (healthcare system structure, medical process, and individuals with Traumatic Spinal Cord Injury related outcomes), definition, survey options, and scale. RESULTS A total of 87 indicators were identified from 60 studies screened using our eligibility criteria. We defined each indicator. Out of 87 indicators, 37 appraised the healthcare system structure, 30 evaluated medical processes, and 20 included individuals with TSCI related outcomes. The healthcare system structure included the impact of the cost of hospitalization and rehabilitation, as well as staff and patient perception of treatment. The medical processes included targeting physical activities for improvement of health-related outcomes and complications. Changes in motor score, functional independence, and readmission rates were reported as individuals with TSCI-related outcomes indicators. CONCLUSION Indicators of quality of care in the management of individuals with TSCI are important for health policy strategists to standardize healthcare assessment, for clinicians to improve care, and for data collection efforts including registries.
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Affiliation(s)
- Sepehr Khosravi
- Student Research Committee, School of Medicine, Iran University of Medical Sciences, Tehran, Iran
- Sina Trauma and Surgery Research Center, Tehran University of Medical Sciences, Tehran, Iran
| | - Amirmahdi Khayyamfar
- Student Research Committee, School of Medicine, Iran University of Medical Sciences, Tehran, Iran
- Sina Trauma and Surgery Research Center, Tehran University of Medical Sciences, Tehran, Iran
| | - Milad Shemshadi
- Student Research Committee, School of Medicine, Iran University of Medical Sciences, Tehran, Iran
- Sina Trauma and Surgery Research Center, Tehran University of Medical Sciences, Tehran, Iran
| | - Masoud Pourghahramani Koltapeh
- Student Research Committee, School of Medicine, Iran University of Medical Sciences, Tehran, Iran
- Sina Trauma and Surgery Research Center, Tehran University of Medical Sciences, Tehran, Iran
| | - Mohsen Sadeghi-Naini
- Neurosurgery Department, Imam Hossein Hospital, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Zahra Ghodsi
- Sina Trauma and Surgery Research Center, Tehran University of Medical Sciences, Tehran, Iran
| | - Farhad Shokraneh
- King’s Technology Evaluation Centre, London Institute of Healthcare Engineering, School of Biomedical Engineering and Imaging Sciences, King’s College London, London, UK
- The Rothman Institute at Thomas Jefferson University, Philadelphia, PA, USA
| | | | - Pegah Derakhshan
- Student Research Committee, School of Medicine, Iran University of Medical Sciences, Tehran, Iran
- Sina Trauma and Surgery Research Center, Tehran University of Medical Sciences, Tehran, Iran
| | - Khalil Komlakh
- Neurosurgery Department, Imam Hossein Hospital, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Alex R. Vaccaro
- The Rothman Institute at Thomas Jefferson University, Philadelphia, PA, USA
| | - Michael G. Fehlings
- Department of Surgery, University of Toronto and Division of Neurosurgery, Krembil Neuroscience Centre, University Health Network, Toronto, Ontario, Canada
| | - James D. Guest
- Department of Neurological Surgery, University of Miami, Miami, FL, USA
| | - Vanessa Noonan
- Rick Hansen Institute, University of British Columbia, Vancouver, British Columbia, Canada
| | - Vafa Rahimi-Movaghar
- Sina Trauma and Surgery Research Center, Tehran University of Medical Sciences, Tehran, Iran
- Universal Scientific Education and Research Network (USERN), Tehran, Iran
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31
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Hogaboom N, Malanga G, Cherian C, Dyson-Hudson T. A pilot study to evaluate micro-fragmented adipose tissue injection under ultrasound guidance for the treatment of refractory rotator cuff disease in wheelchair users with spinal cord injury. J Spinal Cord Med 2021; 44:886-895. [PMID: 33830898 PMCID: PMC8725703 DOI: 10.1080/10790268.2021.1903140] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/21/2022] Open
Abstract
CONTEXT/OBJECTIVES Wheelchair users with chronic shoulder pain have few options after conservative treatments fail. This pilot study's purpose was to establish safety and treatment effects of micro-fragmented adipose tissue (MFAT) injections under ultrasound guidance for treatment of refractory shoulder pain caused by rotator cuff disease in wheelchair users with spinal cord injury (SCI) to prepare for a larger trial. DESIGN Pilot clinical trial. SETTING Rehabilitation hospital outpatient clinic. PARTICIPANTS Ten wheelchair users with chronic SCI who had moderate-to-severe shoulder pain caused by refractory rotator cuff disease (diagnosed via ultrasound) for greater than 6 months. INTERVENTIONS Ultrasound-guided injections of MFAT into the pathologic rotator cuff tendons and other abnormal shoulder structures (e.g. acromioclavicular and glenohumeral joints; subacromial bursa). OUTCOME MEASURES 6- and 12-month changes in 11-point Numerical Rating Scale (NRS); Wheelchair User's Shoulder Pain Index (WUSPI); Brief Pain Inventory pain interference items (BPI-I7); Patient Global Impression of Change (PGIC); ultrasound and physical exams; and adverse events. CONCLUSIONS There were no significant adverse events throughout the study period. WUSPI, NRS, and BPI-I7 scores were significantly lower 6 and 12 months post-procedure (P < .05). Of those who remained in the trial, clinically meaningful changes (≥30% decrease) in WUSPI, NRS, and BPI-I7 scores were observed in 77.8%, 77.8%, and 66.7% of participants, respectively. All but one participant reported improvement in clinical status. MFAT injection under ultrasound guidance is potentially a safe and efficacious treatment for refractory shoulder pain caused by rotator cuff disease in wheelchair users with SCI. A larger, randomized controlled trial has been initiated.Trial registration: ClinicalTrials.gov identifier: NCT03167138.
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Affiliation(s)
- Nathan Hogaboom
- Kessler Foundation, West Orange, New Jersey, USA,Department of Physical Medicine and Rehabilitation, Rutgers New Jersey Medical School, Newark, New Jersey, USA,Correspondence to: Nathan Hogaboom, Kessler Foundation, 1199 Pleasant Valley Way, West Orange, NJ07052, USA; Ph: 973-324-3584.
| | - Gerard Malanga
- Department of Physical Medicine and Rehabilitation, Rutgers New Jersey Medical School, Newark, New Jersey, USA,New Jersey Regenerative Institute, Cedar Knolls, New Jersey, USA,Kessler Institute for Rehabilitation, West Orange, New Jersey, USA
| | - Chris Cherian
- Department of Physical Medicine and Rehabilitation, Rutgers New Jersey Medical School, Newark, New Jersey, USA
| | - Trevor Dyson-Hudson
- Kessler Foundation, West Orange, New Jersey, USA,Department of Physical Medicine and Rehabilitation, Rutgers New Jersey Medical School, Newark, New Jersey, USA
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Garnier-Villarreal M, Pinto D, Mummidisetty CK, Jayaraman A, Tefertiller C, Charlifue S, Taylor HB, Chang SH, McCombs N, Furbish CL, Field-Fote EC, Heinemann AW. Predicting Duration of Outpatient Physical Therapy Episodes for Individuals with Spinal Cord Injury Based on Locomotor Training Strategy. Arch Phys Med Rehabil 2021; 103:665-675. [PMID: 34648804 DOI: 10.1016/j.apmr.2021.07.815] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2020] [Revised: 05/17/2021] [Accepted: 07/02/2021] [Indexed: 01/18/2023]
Abstract
OBJECTIVE To characterize individuals with spinal cord injuries (SCI) who use outpatient physical therapy or community wellness services for locomotor training and predict the duration of services, controlling for demographic, injury, quality of life, and service and financial characteristics. We explore how the duration of services is related to locomotor strategy. DESIGN Observational study of participants at 4 SCI Model Systems centers with survival. Weibull regression model to predict the duration of services. SETTING Rehabilitation and community wellness facilities at 4 SCI Model Systems centers. PARTICIPANTS Eligibility criteria were SCI or dysfunction resulting in motor impairment and the use of physical therapy or community wellness programs for locomotor/gait training. We excluded those who did not complete training or who experienced a disruption in training greater than 45 days. Our sample included 62 participants in conventional therapy and 37 participants in robotic exoskeleton training. INTERVENTIONS Outpatient physical therapy or community wellness services for locomotor/gait training. MAIN OUTCOME MEASURES SCI characteristics (level and completeness of injury) and the duration of services from medical records. Self-reported perceptions of SCI consequences using the SCI-Functional Index for basic mobility and SCI-Quality of Life measurement system for bowel difficulties, bladder difficulties, and pain interference. RESULTS After controlling for predictors, the duration of services for the conventional therapy group was an average of 63% longer than for the robotic exoskeleton group, however each visit was 50% shorter in total time. Men had an 11% longer duration of services than women had. Participants with complete injuries had a duration of services that was approximately 1.72 times longer than participants with incomplete injuries. Perceived improvement was larger in the conventional group. CONCLUSIONS Locomotor/gait training strategies are distinctive for individuals with SCI using a robotic exoskeleton in a community wellness facility as episodes are shorter but individual sessions are longer. Participants' preferences and the ability to pay for ongoing services may be critical factors associated with the duration of outpatient services.
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Affiliation(s)
| | - Daniel Pinto
- College of Health Sciences, Marquette University, Milwaukee, Wisconsin.
| | - Chaithanya K Mummidisetty
- Max Näder Center for Rehabilitation Technologies and Outcomes Research, Shirley Ryan AbilityLab, Chicago, Illinois
| | - Arun Jayaraman
- Max Näder Center for Rehabilitation Technologies and Outcomes Research, Shirley Ryan AbilityLab, Chicago, Illinois; Physical Medicine and Rehabilitation, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Candy Tefertiller
- Craig Hospital, Englewood, Colorado; University of Colorado, Denver, Colorado
| | - Susan Charlifue
- Craig Hospital, Englewood, Colorado; University of Colorado, Denver, Colorado
| | | | - Shuo-Hsiu Chang
- UT Health Science Center at Houston, Houston, Texas; Neurorecovery Research Center, TIRR Memorial Hermann, Houston, Texas
| | - Nicholas McCombs
- Max Näder Center for Rehabilitation Technologies and Outcomes Research, Shirley Ryan AbilityLab, Chicago, Illinois
| | | | - Edelle C Field-Fote
- Shepherd Center, Atlanta, Georgia; Division of Physical Therapy, Emory University School of Medicine, Atlanta, Georgia
| | - Allen W Heinemann
- Max Näder Center for Rehabilitation Technologies and Outcomes Research, Shirley Ryan AbilityLab, Chicago, Illinois; Physical Medicine and Rehabilitation, Northwestern University Feinberg School of Medicine, Chicago, Illinois
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Morrison D, Arcese AA, Parrish J, Gibbs K, Beaufort A, Herman P, Stein AB, Bloom O. Systemic gene expression profiles according to pain types in individuals with chronic spinal cord injury. Mol Pain 2021; 17:17448069211007289. [PMID: 33853401 PMCID: PMC8053765 DOI: 10.1177/17448069211007289] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023] Open
Abstract
Pain affects most individuals with traumatic spinal cord injury (SCI). Major pain types after SCI are neuropathic or nociceptive, often experienced concurrently. Pain after SCI may be refractory to treatments and negatively affects quality of life. Previously, we analyzed whole blood gene expression in individuals with chronic SCI compared to able-bodied (AB) individuals. Most participants with SCI reported pain (N = 19/28). Here, we examined gene expression of participants with SCI by pain status. Compared to AB, participants with SCI with pain had 468 differentially expressed (DE) genes; participants without pain had 564 DE genes (FDR < 0.05). Among DE genes distinct to participants with SCI with pain, Gene Ontology Biological Process (GOBP) analysis showed upregulated genes were enriched in categories related to T cell activation or inflammation; downregulated genes were enriched in categories related to protein proteolysis and catabolism. Although most participants with pain reported multiple pain types concurrently, we performed a preliminary comparison of gene expression by worst pain problem type. Compared to AB, participants with SCI who ranked neuropathic (N = 9) as worst had one distinct DE gene (TMEM156); participants who ranked nociceptive (N = 10) as worst had 61 distinct DE genes (FDR < 0.05). In the nociceptive group, the GOBP category with the lowest P-value identified among upregulated genes was “positive regulation of T cell activation”; among downregulated genes it was “receptor tyrosine kinase binding”. An exploratory comparison of pain groups by principal components analysis also showed that the nociceptive group was enriched in T-cell related genes. A correlation analysis identified genes significantly correlated with pain intensity in the neuropathic or nociceptive groups (N = 145, 65, respectively, Pearson’s correlation r > 0.8). While this pilot study highlights challenges of identifying gene expression profiles that correlate with specific types of pain in individuals with SCI, it suggests that T-cell signaling should be further investigated in this context.
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Affiliation(s)
- Debra Morrison
- Institute of Molecular Medicine, The Feinstein Institutes for Medical Research, Manhasset, NY, USA
| | - Anthony A Arcese
- Institute of Molecular Medicine, The Feinstein Institutes for Medical Research, Manhasset, NY, USA
| | - Janay Parrish
- Donald and Barbara Zucker School of Medicine at Hofstra-Northwell, Hempstead, NY, USA
| | - Katie Gibbs
- Institute of Molecular Medicine, The Feinstein Institutes for Medical Research, Manhasset, NY, USA.,Department of Physical Medicine and Rehabilitation, Zucker School of Medicine at Hofstra-Northwell, Hempstead, NY, USA
| | - Andrew Beaufort
- Institute of Molecular Medicine, The Feinstein Institutes for Medical Research, Manhasset, NY, USA
| | - Paige Herman
- Institute of Molecular Medicine, The Feinstein Institutes for Medical Research, Manhasset, NY, USA
| | - Adam B Stein
- Department of Physical Medicine and Rehabilitation, Zucker School of Medicine at Hofstra-Northwell, Hempstead, NY, USA
| | - Ona Bloom
- Institute of Molecular Medicine, The Feinstein Institutes for Medical Research, Manhasset, NY, USA.,Department of Physical Medicine and Rehabilitation, Zucker School of Medicine at Hofstra-Northwell, Hempstead, NY, USA.,Department of Molecular Medicine, Zucker School of Medicine at Hofstra-Northwell, Hempstead, NY, USA
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Johnson LDV, Pickard MR, Johnson WEB. The Comparative Effects of Mesenchymal Stem Cell Transplantation Therapy for Spinal Cord Injury in Humans and Animal Models: A Systematic Review and Meta-Analysis. BIOLOGY 2021; 10:biology10030230. [PMID: 33809684 PMCID: PMC8001771 DOI: 10.3390/biology10030230] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/13/2021] [Revised: 02/28/2021] [Accepted: 03/12/2021] [Indexed: 12/17/2022]
Abstract
Animal models have been used in preclinical research to examine potential new treatments for spinal cord injury (SCI), including mesenchymal stem cell (MSC) transplantation. MSC transplants have been studied in early human trials. Whether the animal models represent the human studies is unclear. This systematic review and meta-analysis has examined the effects of MSC transplants in human and animal studies. Following searches of PubMed, Clinical Trials and the Cochrane Library, published papers were screened, and data were extracted and analysed. MSC transplantation was associated with significantly improved motor and sensory function in humans, and significantly increased locomotor function in animals. However, there are discrepancies between the studies of human participants and animal models, including timing of MSC transplant post-injury and source of MSCs. Additionally, difficulty in the comparison of functional outcome measures across species limits the predictive nature of the animal research. These findings have been summarised, and recommendations for further research are discussed to better enable the translation of animal models to MSC-based human clinical therapy.
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Affiliation(s)
- Louis D. V. Johnson
- Chester Medical School, University of Chester, Chester CH1 4BJ, UK
- Correspondence: (L.D.V.J.); (W.E.B.J.); Tel.: +44-7557-353206 (L.D.V.J.); +44-774-5616225 (W.E.B.J.)
| | - Mark R. Pickard
- University Centre Shrewsbury, University of Chester, Shrewsbury SY3 8HQ, UK;
| | - William E. B. Johnson
- Chester Medical School, University of Chester, Chester CH1 4BJ, UK
- University Centre Shrewsbury, University of Chester, Shrewsbury SY3 8HQ, UK;
- Correspondence: (L.D.V.J.); (W.E.B.J.); Tel.: +44-7557-353206 (L.D.V.J.); +44-774-5616225 (W.E.B.J.)
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Kramer AA, Olson GM, Chakraborty A, Blackmore MG. Promotion of corticospinal tract growth by KLF6 requires an injury stimulus and occurs within four weeks of treatment. Exp Neurol 2021; 339:113644. [PMID: 33592210 DOI: 10.1016/j.expneurol.2021.113644] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2020] [Revised: 01/23/2021] [Accepted: 02/12/2021] [Indexed: 12/01/2022]
Abstract
Axons in the corticospinal tract (CST) display a limited capacity for compensatory sprouting after partial spinal injuries, potentially limiting functional recovery. Forced expression of a developmentally expressed transcription factor, Krüppel-like factor 6 (KLF6), enhances axon sprouting by adult CST neurons. Here, using a pyramidotomy model of injury in adult mice, we confirm KLF6's pro-sprouting properties in spared corticospinal tract neurons and show that this effect depends on an injury stimulus. In addition, we probed the time course of KLF6-triggered sprouting of CST axons and demonstrate a significant enhancement of growth within four weeks of treatment. Finally, we tested whether KLF6-induced sprouting was accompanied by improvements in forelimb function, either singly or when combined with intensive rehabilitation. We found that regardless of rehabilitative training, and despite robust cross-midline sprouting by corticospinal tract axons, treatment with KLF6 produced no significant improvement in forelimb function on either a modified ladder-crossing task or a pellet-retrieval task. These data clarify important details of KLF6's pro-growth properties and indicate that additional interventions or further optimization will be needed to translate this improvement in axon growth into functional gains.
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Affiliation(s)
- Audra A Kramer
- Department of Biomedical Sciences, Marquette University, Milwaukee, WI 53233, USA.
| | - Greta M Olson
- Department of Biomedical Sciences, Marquette University, Milwaukee, WI 53233, USA.
| | - Advaita Chakraborty
- Department of Biomedical Sciences, Marquette University, Milwaukee, WI 53233, USA.
| | - Murray G Blackmore
- Department of Biomedical Sciences, Marquette University, Milwaukee, WI 53233, USA.
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Hunt C, Moman R, Peterson A, Wilson R, Covington S, Mustafa R, Murad MH, Hooten WM. Prevalence of chronic pain after spinal cord injury: a systematic review and meta-analysis. Reg Anesth Pain Med 2021; 46:328-336. [PMID: 33408161 DOI: 10.1136/rapm-2020-101960] [Citation(s) in RCA: 59] [Impact Index Per Article: 14.8] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2020] [Revised: 12/04/2020] [Accepted: 12/07/2020] [Indexed: 12/29/2022]
Abstract
BACKGROUND The reported prevalence of chronic pain after spinal cord injury (SCI) varies widely due, in part, to differences in the taxonomy of chronic pain. A widely used classification system is available to describe subcategories of chronic pain in SCI, but the prevalence of chronic pain in SCI based on this system is unknown. OBJECTIVE The primary objective of this systematic review and meta-analysis is to determine the prevalence of chronic pain after SCI based on the International Spinal Cord Injury Pain (ISCIP) classification system. EVIDENCE REVIEW A comprehensive search of databases from January 1980 to August 2019 was conducted. The risk of bias was assessed using a modified tool developed for uncontrolled studies. The Grading of Recommendations, Assessment, Development and Evaluation approach was used to assess certainty in prevalence estimates. FINDINGS A total of 1305 records were screened, and 37 studies met inclusion criteria. The pooled prevalence of overall chronic pain was 68% (95% CI 63% to 73%). The pooled prevalence of neuropathic pain in 13 studies was 58% (95% CI 49% to 68%); the pooled prevalence of musculoskeletal pain in 11 studies was 56% (95% CI 41% to 70%); the pooled prevalence of visceral pain in 8 studies was 20% (95% CI 11% to 29%) and the pooled prevalence of nociceptive pain in 2 studies was 45% (95% CI 13% to 78%). Meta-regression of risk of bias (p=0.20), traumatic versus non-traumatic etiology of injury (p=0.59), and studies where pain was a primary outcome (p=0.32) demonstrated that these factors were not significant moderators of heterogeneity. Certainty in prevalence estimates was judged to be low due to unexplained heterogeneity. CONCLUSION This systematic review and meta-analysis extends the findings of previous studies by reporting the prevalence of chronic pain after SCI based on the ISCIP classification system, thereby reducing clinical heterogeneity in the reporting of pain prevalence related to SCI.
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Affiliation(s)
- Christine Hunt
- Anesthesiology and Perioperative Medicine, Division of Pain Medicine, Mayo Clinic, Rochester, Minnesota, USA
| | - Rajat Moman
- Anesthesiology and Perioperative Medicine, Mayo Clinic, Rochester, Minnesota, USA
| | - Ashley Peterson
- Anesthesiology and Perioperative Medicine, Mayo Clinic, Rochester, Minnesota, USA
| | - Rachel Wilson
- Physical Medicine and Rehabilitation, Mayo Clinic, Rochester, Minnesota, USA
| | - Stephen Covington
- Physical Medicine and Rehabilitation, Mayo Clinic, Rochester, Minnesota, USA
| | | | - M Hassan Murad
- Preventive Medicine, Mayo Clinic, Rochester, Minnesota, USA
| | - W Michael Hooten
- Anesthesiology and Perioperative Medicine, Division of Pain Medicine, Mayo Clinic, Rochester, Minnesota, USA
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Müller R, Segerer W, Ronca E, Gemperli A, Stirnimann D, Scheel-Sailer A, Jensen MP. Inducing positive emotions to reduce chronic pain: a randomized controlled trial of positive psychology exercises. Disabil Rehabil 2020; 44:2691-2704. [PMID: 33264568 DOI: 10.1080/09638288.2020.1850888] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
Abstract
PURPOSE Positive emotions have been found to be analgesic and can be induced by positive psychology exercises. This study tested if positive psychology exercises provide beneficial effects on pain, responses to pain, physical (pain interference), and emotional function. METHODS Randomized parallel-group controlled single-blinded superiority-trial including community-dwelling individuals with chronic pain secondary to spinal cord injury. Participants in the intervention group were instructed to practice 4 personalized positive psychology exercises for 8 weeks. Participants in the control group were asked to be mindful and write about current life events. RESULTS 108 (64%) completed the study. At post-treatment, the intervention participants reported significant reductions in pain intensity and improvements in pain catastrophizing and pain control, relative to baseline. Both groups reported significant decreases in pain interference and negative emotions. Significant between-group differences emerged for pain intensity at post-treatment. At 3-months follow-up, improvements maintained for the intervention group and improvements in positive emotions reached statistical significance. Between-group differences were identified for pain intensity at post-treatment. CONCLUSION Positive psychology exercises represent a potential effective complementary treatment that result in benefits on pain which can be readily implemented into daily living. Trials designed with an inactive control condition should be conducted to further address efficacy. TRIAL REGISTRATION Swiss ethics committee (EKNZ 2014-317)/clinicaltrials.gov (NCT02459028) Registration date: Ethics approval 25.10.2014/Study start date: May 2015 URL of the record: https://clinicaltrials.gov/ct2/show/NCT02459028?term=NCT02459028&cntry=CH&draw=2&rank=1IMPLICATIONS FOR REHABILITATIONPain engenders negative emotions (e.g., fear, anger, sadness) which can negatively affect psychological, social, and physical function.Positive emotions have been found to be analgesic and can be induced by practicing positive psychology exercises.The findings of the current randomized controlled trial provide support for practicing positive psychology exercises (beyond the effects of pain medication intake), in particular on the reduction of pain intensity, but also in improving pain catastrophizing and pain control.The majority of the positive psychology exercises are brief and self-administered positive activities that have no known negative side effects nor financial cost, can be tailored to a person's preferences in activities and can be readily implemented into daily living with chronic pain, complementing standard treatment of pain.
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Affiliation(s)
- Rachel Müller
- Swiss Paraplegic Research (SPF), Nottwil, Switzerland
| | | | - Elias Ronca
- Swiss Paraplegic Research (SPF), Nottwil, Switzerland
| | | | - Daniel Stirnimann
- Paraplegic Center, Balgrist University Hospital, Zurich, Switzerland
| | | | - Mark P Jensen
- Department of Rehabilitation Medicine, Harborview Medical Center, University of Washington, Seattle, WA, USA
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Kim HY, Lee HJ, Kim TL, Kim E, Ham D, Lee J, Kim T, Shin JW, Son M, Sung JH, Han ZA. Prevalence and Characteristics of Neuropathic Pain in Patients With Spinal Cord Injury Referred to a Rehabilitation Center. Ann Rehabil Med 2020; 44:438-449. [PMID: 33440092 PMCID: PMC7808793 DOI: 10.5535/arm.20081] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2020] [Revised: 05/22/2020] [Accepted: 06/03/2020] [Indexed: 11/05/2022] Open
Abstract
OBJECTIVE To identify the prevalence and characteristics of neuropathic pain (NP) in patients with spinal cord injury (SCI) and to investigate associations between NP and demographic or disease-related variables. METHODS We retrospectively reviewed medical records of patients with SCI whose pain was classified according to the International Spinal Cord Injury Pain classifications at a single hospital. Multiple statistical analyses were employed. Patients aged <19 years, and patients with other neurological disorders and congenital conditions were excluded. RESULTS Of 366 patients, 253 patients (69.1%) with SCI had NP. Patients who were married or had traumatic injury or depressive mood had a higher prevalence rate. When other variables were controlled, marital status and depressive mood were found to be predictors of NP. There was no association between the prevalence of NP and other demographic or clinical variables. The mean Numeric Rating Scale (NRS) of NP was 4.52, and patients mainly described pain as tingling, squeezing, and painful cold. Females and those with below-level NP reported more intense pain. An NRS cut-off value of 4.5 was determined as the most appropriate value to discriminate between patients taking pain medication and those who did not. CONCLUSION In total, 69.1% of patients with SCI complained of NP, indicating that NP was a major complication. Treatment planning for patients with SCI and NP should consider that marital status, mood, sex, and pain subtype may affect NP, which should be actively managed in patients with an NRS ≥4.5.
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Affiliation(s)
- Hae Young Kim
- Department of Rehabilitation Medicine, National Rehabilitation Center, Seoul, Korea
| | - Hye Jin Lee
- Department of Rehabilitation Medicine, National Rehabilitation Center, Seoul, Korea
| | - Tae-lim Kim
- Department of Rehabilitation Medicine, National Rehabilitation Center, Seoul, Korea
| | - EunYoung Kim
- Department of Rehabilitation Medicine, National Rehabilitation Center, Seoul, Korea
| | - Daehoon Ham
- Department of Rehabilitation Medicine, National Rehabilitation Center, Seoul, Korea
| | - Jaejoon Lee
- Department of Rehabilitation Medicine, National Rehabilitation Center, Seoul, Korea
| | - Tayeun Kim
- Department of Rehabilitation Medicine, National Rehabilitation Center, Seoul, Korea
| | - Ji Won Shin
- Department of Rehabilitation Medicine, National Rehabilitation Center, Seoul, Korea
| | - Minkyoung Son
- Department of Rehabilitation Medicine, National Rehabilitation Center, Seoul, Korea
| | - Jun Hun Sung
- Department of Rehabilitation Medicine, National Rehabilitation Center, Seoul, Korea
| | - Zee-A Han
- Department of Rehabilitation Medicine, National Rehabilitation Center, Seoul, Korea
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Beirens BJH, Bossuyt FM, Arnet U, van der Woude LHV, de Vries WHK. Shoulder Pain Is Associated With Rate of Rise and Jerk of the Applied Forces During Wheelchair Propulsion in Individuals With Paraplegic Spinal Cord Injury. Arch Phys Med Rehabil 2020; 102:856-864. [PMID: 33161010 DOI: 10.1016/j.apmr.2020.10.114] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2020] [Revised: 09/17/2020] [Accepted: 10/08/2020] [Indexed: 11/29/2022]
Abstract
OBJECTIVE To investigate the association between propulsion biomechanics, including variables that describe smoothness of the applied forces, and shoulder pain in individuals with spinal cord injury (SCI). DESIGN Cross-sectional, observational study. SETTING Non-university research institution. PARTICIPANTS Community dwelling, wheelchair dependent participants (N=30) with chronic paraplegia between T2 and L1, with and without shoulder pain (age, 48.6±9.3y; 83% men). INTERVENTIONS Not applicable. MAIN OUTCOME MEASURES Rate of rise and jerk of applied forces during wheelchair propulsion. Participants were stratified in groups with low, moderate, and high pain based on their Wheelchair User Shoulder Pain Index score on the day of measurement. RESULTS A mixed-effect multilevel analysis showed that wheelchair users in the high pain group propelled with a significantly greater rate of rise and jerk, measures that describe smoothness of the applied forces, compared with individuals with less or no pain, when controlling for all covariables. CONCLUSIONS Individuals with severe shoulder pain propelled with less smooth strokes compared to individuals with less or no pain. This supports a possible association between shoulder pain and rate of rise and jerk of the applied forces during wheelchair propulsion.
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Affiliation(s)
| | - Fransiska M Bossuyt
- Swiss Paraplegic Research, Nottwil, Switzerland; Department of Health Sciences and Health Policy, University of Lucerne, Lucerne, Switzerland
| | - Ursina Arnet
- Swiss Paraplegic Research, Nottwil, Switzerland; Department of Health Sciences and Health Policy, University of Lucerne, Lucerne, Switzerland
| | - Lucas H V van der Woude
- Centre for Human Movement Sciences, University Medical Centre Groningen, University of Groningen, Groningen, The Netherlands; Centre for Rehabilitation, Department of Rehabilitation Medicine, University Medical Centre Groningen, University of Groningen, Groningen, The Netherlands
| | - Wiebe H K de Vries
- Swiss Paraplegic Research, Nottwil, Switzerland; Department of Health Sciences and Health Policy, University of Lucerne, Lucerne, Switzerland.
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Bass A, Aubertin-Leheudre M, Vincent C, Karelis AD, Morin SN, McKerral M, Duclos C, Gagnon DH. Effects of an Overground Walking Program With a Robotic Exoskeleton on Long-Term Manual Wheelchair Users With a Chronic Spinal Cord Injury: Protocol for a Self-Controlled Interventional Study. JMIR Res Protoc 2020; 9:e19251. [PMID: 32663160 PMCID: PMC7545333 DOI: 10.2196/19251] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2020] [Revised: 06/30/2020] [Accepted: 07/07/2020] [Indexed: 01/20/2023] Open
Abstract
BACKGROUND In wheelchair users with a chronic spinal cord injury (WUSCI), prolonged nonactive sitting time and reduced physical activity-typically linked to this mode of mobility-contribute to the development or exacerbation of cardiorespiratory, musculoskeletal, and endocrine-metabolic health complications that are often linked to increased risks of chronic pain or psychological morbidity. Limited evidence suggests that engaging in a walking program with a wearable robotic exoskeleton may be a promising physical activity intervention to counter these detrimental health effects. OBJECTIVE This study's overall goals are as follows: (1) to determine the effects of a 16-week wearable robotic exoskeleton-assisted walking program on organic systems, functional capacities, and multifaceted psychosocial factors and (2) to determine self-reported satisfaction and perspectives with regard to the intervention and the device. METHODS A total of 20 WUSCI, who have had their injuries for more than 18 months, will complete an overground wearable robotic exoskeleton-assisted walking program (34 sessions; 60 min/session) supervised by a physiotherapist over a 16-week period (one to three sessions/week). Data will be collected 1 month prior to the program, at the beginning, and at the end as well as 2 months after completing the program. Assessments will characterize sociodemographic characteristics; anthropometric parameters; sensorimotor impairments; pain; lower extremity range of motion and spasticity; wheelchair abilities; cardiorespiratory fitness; upper extremity strength; bone architecture and mineral density at the femur, tibia, and radius; total and regional body composition; health-related quality of life; and psychological health. Interviews and an online questionnaire will be conducted to measure users' satisfaction levels and perspectives at the end of the program. Differences across measurement times will be verified using appropriate parametric or nonparametric analyses of variance for repeated measures. RESULTS This study is currently underway with active recruitment in Montréal, Québec, Canada. Results are expected in the spring of 2021. CONCLUSIONS The results from this study will be essential to guide the development, implementation, and evaluation of future evidence-based wearable robotic exoskeleton-assisted walking programs offered in the community, and to initiate a reflection regarding the use of wearable robotic exoskeletons during initial rehabilitation following a spinal cord injury. TRIAL REGISTRATION ClinicalTrials.gov NCT03989752; https://clinicaltrials.gov/ct2/show/NCT03989752. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) DERR1-10.2196/19251.
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Affiliation(s)
- Alec Bass
- School of Rehabilitation, Faculty of Medicine, Université de Montréal, Montréal, QC, Canada
- Centre for Interdisciplinary Research in Rehabilitation of Greater Montreal, Centre Intégré Universitaire de Santé et Services Sociaux du Centre-Sud-de-l'Île-de-Montréal, Montréal, QC, Canada
| | | | - Claude Vincent
- Department of Rehabilitation, Faculty of Medicine, Université Laval, Québec, QC, Canada
- Centre for Interdisciplinary Research in Rehabilitation and Social Integration, Québec, QC, Canada
| | - Antony D Karelis
- Department of Exercise Science, Université du Québec à Montréal, Montréal, QC, Canada
| | - Suzanne N Morin
- Department of Medicine, McGill University, Montréal, QC, Canada
| | - Michelle McKerral
- Departement of Psychology, Faculty of Arts and Sciences, Université de Montréal, Montréal, QC, Canada
| | - Cyril Duclos
- School of Rehabilitation, Faculty of Medicine, Université de Montréal, Montréal, QC, Canada
- Centre for Interdisciplinary Research in Rehabilitation of Greater Montreal, Centre Intégré Universitaire de Santé et Services Sociaux du Centre-Sud-de-l'Île-de-Montréal, Montréal, QC, Canada
| | - Dany H Gagnon
- School of Rehabilitation, Faculty of Medicine, Université de Montréal, Montréal, QC, Canada
- Centre for Interdisciplinary Research in Rehabilitation of Greater Montreal, Centre Intégré Universitaire de Santé et Services Sociaux du Centre-Sud-de-l'Île-de-Montréal, Montréal, QC, Canada
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Haubert LL, Mulroy SJ, Requejo PS, Maneekobkunwong S, Gronley JK, Rankin JW, Rodriguez D, Hong K. Effect of reverse manual wheelchair propulsion on shoulder kinematics, kinetics and muscular activity in persons with paraplegia. J Spinal Cord Med 2020; 43:594-606. [PMID: 30768378 PMCID: PMC7534316 DOI: 10.1080/10790268.2019.1570436] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/27/2022] Open
Abstract
Objective: Shoulder pain after spinal cord injury (SCI) is attributed to increased mobility demands on the arms and negatively impacts independence and quality of life. Repetitive superior and posterior shoulder joint forces produced during traditional wheelchair (WC) locomotion can result in subacromial impingement if unopposed, as with muscular fatigue or weakness. ROWHEELS® (RW), geared rear wheels that produce forward WC movement with backward rim pulling, could alter these forces. Design: Cross sectional. Setting: Research laboratory at a rehabilitation hospital. Participants: Ten manual WC users with paraplegia. Outcome measures: Propulsion characteristics and right upper extremity/trunk kinematics and shoulder muscle activity were collected during ergometer propulsion: (1) self-selected free speed reverse propulsion with RW, (2) matched-speed reverse (rSW), and (3) forward propulsion (fSW) with instrumented Smartwheels (SW). Inverse dynamics using right-side SW rim kinetics and kinematics compared shoulder kinetics during rSW and fSW. Results: Free propulsion velocity, cycle distance and cadence were similar during RW, rSW and fSW. Overall shoulder motion was similar except that peak shoulder extension was significantly reduced in both RW and rSW versus fSW. Anteriorly and inferiorly directed SW rim forces were decreased during rSW versus fSW propulsion, but posteriorly and superiorly directed rim forces were significantly greater. Superior and posterior shoulder joint forces and flexor, adductor, and external rotation moments were significantly less during rSW, without a significant difference in net shoulder forces and moments. Traditional propulsive-phase muscle activity was significantly reduced and recovery-phase muscle activity was increased during reverse propulsion. Conclusion: These results suggest that reverse propulsion may redirect shoulder demands and prevent subacromial impingement, thereby preventing injury and preserving independent mobility for individuals with paraplegia.
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Affiliation(s)
- Lisa Lighthall Haubert
- Pathokinesiology Lab, Rancho Los Amigos National Rehabilitation Center, Downey, California, USA,Correspondence to: Lisa Lighthall Haubert, Rancho Los Amigos National Rehabilitation Center, 7601 E. Imperial Highway, Pathokinesiology Lab, Annex 600A, Downey, CA90242, USA.
| | - Sara J. Mulroy
- Pathokinesiology Lab, Rancho Los Amigos National Rehabilitation Center, Downey, California, USA
| | - Philip S. Requejo
- Pathokinesiology Lab, Rancho Los Amigos National Rehabilitation Center, Downey, California, USA
| | - Somboon Maneekobkunwong
- Pathokinesiology Lab, Rancho Los Amigos National Rehabilitation Center, Downey, California, USA
| | - JoAnne K. Gronley
- Pathokinesiology Lab, Rancho Los Amigos National Rehabilitation Center, Downey, California, USA
| | - Jeffery W. Rankin
- Pathokinesiology Lab, Rancho Los Amigos National Rehabilitation Center, Downey, California, USA
| | - Diego Rodriguez
- Pathokinesiology Lab, Rancho Los Amigos National Rehabilitation Center, Downey, California, USA
| | - Kristi Hong
- Pathokinesiology Lab, Rancho Los Amigos National Rehabilitation Center, Downey, California, USA
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Ariens S, Ceulemans E, Adolf JK. Time series analysis of intensive longitudinal data in psychosomatic research: A methodological overview. J Psychosom Res 2020; 137:110191. [PMID: 32739633 DOI: 10.1016/j.jpsychores.2020.110191] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/24/2020] [Revised: 06/13/2020] [Accepted: 07/05/2020] [Indexed: 12/17/2022]
Abstract
Time series analysis of intensive longitudinal data provides the psychological literature with a powerful tool for assessing how psychological processes evolve through time. Recent applications in the field of psychosomatic research have provided insights into the dynamical nature of the relationship between somatic symptoms, physiological measures, and emotional states. These promising results highlight the intrinsic value of employing time series analysis, although application comes with some important challenges. This paper aims to present an approachable, non-technical overview of the state of the art on these challenges and the solutions that have been proposed, with emphasis on application towards psychosomatic hypotheses. Specifically, we elaborate on issues related to measurement intervals, the number and nature of the variables used in the analysis, modeling stable and changing processes, concurrent relationships, and extending time series analysis to incorporate the data of multiple individuals. We also briefly discuss some general modeling issues, such as lag-specification, sample size and time series length, and the role of measurement errors. We hope to arm applied researchers with an overview from which to select appropriate techniques from the ever growing variety of time series analysis approaches.
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Affiliation(s)
- Sigert Ariens
- KU Leuven, Quantitative Psychology and Individual Differences, Faculty of Psychology and Educational Sciences, Leuven 3000, Belgium.
| | - Eva Ceulemans
- KU Leuven, Quantitative Psychology and Individual Differences, Faculty of Psychology and Educational Sciences, Leuven 3000, Belgium
| | - Janne K Adolf
- KU Leuven, Quantitative Psychology and Individual Differences, Faculty of Psychology and Educational Sciences, Leuven 3000, Belgium
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De Souza LH, Frank AO. Clinical features of electric powered indoor/outdoor wheelchair users with spinal cord injuries: A cross-sectional study. Assist Technol 2020; 32:117-124. [PMID: 30036176 DOI: 10.1080/10400435.2018.1503205] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022] Open
Abstract
This article aims to describe the characteristics of those with a primary diagnosis of spinal cord injury (SCI) attending a specialist wheelchair service providing electric powered indoor/outdoor chairs (EPIOCs). This cross-sectional study, with retrospective review of electronic and case note records, explores the complexities of additional clinical features associated with SCI and disability influencing prescription. Data were extracted under three themes; demographics, diagnostic/clinical information and wheelchair factors. There were 57 participants (35 men, 22 women) (mean age 53.51 ± 11.93, range 29-79 years) comprising 20 with paraplegia, 34 with tetraplegia and 3 with undocumented level. Paraplegics were significantly older than tetraplegics (p < 0.05). Thirty users had a complete SCI (mean age 49.87 ± 12.27 years) and 27 had another SCI lesion (mean age 57.56 ± 10.32 years). Those with a complete SCI were significantly younger than the rest (p < 0.02). Only 10 (9 tetraplegic) had SCI as the sole diagnosis. Twenty (15 tetraplegic) had one additional clinical feature, 14 had 2-3 (6 tetraplegic) and 13 (4 tetraplegic) had 4 or more. Ten users required specialised seating, 22 needed tilt-in-space EPIOCs while six required complex controls. The range and complexity of wheelchair and seating needs benefitted from a holistic assessment and prescription by a specialist multidisciplinary team.
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Affiliation(s)
- Lorraine H De Souza
- Department of Clinical Sciences and Institute for the Environment, Health and Society, Brunel University London, Uxbridge, Middlesex, UK
| | - Andrew O Frank
- Department of Clinical Sciences and Institute for the Environment, Health and Society, Brunel University London, Uxbridge, Middlesex, UK.,Stanmore Specialist Wheelchair Service, Royal National Orthopaedic Hospital, Stanmore, UK
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Hodel J, Ehrmann C, Stucki G, Bickenbach JE, Prodinger B. Examining the complexity of functioning in persons with spinal cord injury attending first rehabilitation in Switzerland using structural equation modelling. Spinal Cord 2020; 58:570-580. [PMID: 32055042 PMCID: PMC7214256 DOI: 10.1038/s41393-020-0428-4] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2019] [Revised: 01/16/2020] [Accepted: 01/23/2020] [Indexed: 12/17/2022]
Abstract
STUDY DESIGN Cross-sectional. OBJECTIVES To examine the associations between activities, body structures and functions, and their relationship with aetiology, age and sex in persons with spinal cord injury (SCI) at discharge from first rehabilitation. SETTING Swiss SCI Cohort Study (SwiSCI). METHODS The study included 390 participants with newly acquired SCI and the International Classification of Functioning, Disability and Health (ICF) as conceptual frame of reference. Body structures were represented by injury level and severity; body functions by cardiovascular, pulmonary, skin, bowel and urinary functions and pain; mental functions by anxiety, depression, optimism and self-esteem; and activities by independence in performing activities of daily living (ADL). Using structural equation modelling (SEM), indirect effects of body structures and functions on independence in performing ADL through mental functions were tested for each mental function separately. For each structural model, fit was assessed using several indices and differences in aetiology, age and sex groups were explored. RESULTS The structural model about optimism showed good fit in all indices; the models about anxiety, depression and self-esteem showed conflicting fit indices, respectively. Within all models, effects on independence in performing ADL were mainly direct. Pain showed significant (P < 0.05) indirect effects on independence in performing ADL within the depression, optimism and self-esteem models. The model about anxiety showed differences in aetiology groups. CONCLUSIONS Using an ICF-based modelling approach, this study presents an attempt towards a more comprehensive understanding of functioning in first rehabilitation of persons with SCI, which might be fundamental for rehabilitation planning.
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Affiliation(s)
- Jsabel Hodel
- Swiss Paraplegic Research, Nottwil, Switzerland.
- Department of Health Sciences and Medicine, University of Lucerne, Lucerne, Switzerland.
| | - Cristina Ehrmann
- Swiss Paraplegic Research, Nottwil, Switzerland
- Department of Health Sciences and Medicine, University of Lucerne, Lucerne, Switzerland
| | - Gerold Stucki
- Swiss Paraplegic Research, Nottwil, Switzerland
- Department of Health Sciences and Medicine, University of Lucerne, Lucerne, Switzerland
| | - Jerome E Bickenbach
- Swiss Paraplegic Research, Nottwil, Switzerland
- Department of Health Sciences and Medicine, University of Lucerne, Lucerne, Switzerland
| | - Birgit Prodinger
- Swiss Paraplegic Research, Nottwil, Switzerland
- Department of Health Sciences and Medicine, University of Lucerne, Lucerne, Switzerland
- Faculty of Applied Health and Social Sciences, Technical University of Applied Sciences Rosenheim, Rosenheim, Germany
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Myalgia in 30 Patients with Suspected Myopathy. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2020; 17:ijerph17072502. [PMID: 32268560 PMCID: PMC7177442 DOI: 10.3390/ijerph17072502] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/13/2020] [Revised: 04/03/2020] [Accepted: 04/04/2020] [Indexed: 12/02/2022]
Abstract
Background: In patients with neuromuscular disorder, only little data of myalgia frequency and characterization exists. To date, only a weak correlation between pain intensity and pressure pain threshold has been found, and it remains enigmatic whether high pain intensity levels are equivalent to high pain sensitivity levels in neuromuscular disorders. Methods: 30 sequential patients with suspected neuromuscular disorder and myalgia were analyzed with regard to myalgia characteristics and clinical findings, including symptoms of depression and anxiety and pain- threshold. Results: A neuromuscular disorder was diagnosed in 14/30 patients. Muscular pain fasciculation syndrome (MPFS) without evidence for myopathy or myositis was diagnosed in 10/30 patients and 6/30 patients were diagnosed with pure myalgia without evidence for a neuromuscular disorder (e.g., myopathy, myositis, MPFS, polymyalgia rheumatica). Highest median pain scores were found in patients with pure myalgia and polymyalgia rheumatica. Pressure pain threshold measurement showed a significant difference between patients and controls in the biceps brachii muscle. Conclusion: Only a weak correlation between pain intensity and pressure pain threshold has been suggested, which is concordant with our results. The hypothesis that high pain intensity levels are equivalent to high pain sensitivity levels was not demonstrated.
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Adams M, Weatherall M, Bell E. A cohort study of the association between psychosocial factors and pain in patients with Spinal Cord Injury and Stroke. NeuroRehabilitation 2019; 45:419-427. [PMID: 31796705 DOI: 10.3233/nre-192872] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
Abstract
PURPOSE To explore associations between psychosocial factors and pain intensity and pain interference in a population with a new neurological injury on admission to rehabilitation, and after six months. MATERIALS AND METHODS A longitudinal, prospective cohort study with participants with stroke or Spinal Cord Injury (SCI) completing questionnaires for pain intensity and interference, mental health, pain coping strategies and pain attitudes and beliefs within two weeks of admission to inpatient rehabilitation. After six months, participants completed measures of pain intensity and pain interference only. RESULTS In all 32 participants completed the questionnaires at baseline and 19 after six months. Several associations between a person's mental health and certain beliefs were associated with pain outcomes. Additionally, poorer baseline mental health was associated with greater pain intensity and pain interference after six months, and a stronger belief in a medical cure for pain at baseline was associated with less pain intensity and pain interference after six months. CONCLUSIONS Psychosocial factors are associated with pain early after stroke and SCI. Psychosocial factors are also associated with pain outcomes several months after stroke and SCI. This highlights the importance of psychosocial factors in both of these populations and their relationship with pain outcomes.
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Affiliation(s)
- Mark Adams
- Rehabilitation Teaching & Research Unit, University of Otago, Wellington, New Zealand
| | - Mark Weatherall
- Rehabilitation Teaching & Research Unit, University of Otago, Wellington, New Zealand
| | - Elliot Bell
- Rehabilitation Teaching & Research Unit, University of Otago, Wellington, New Zealand.,Department of Psychological Medicine, University of Otago, Wellington, New Zealand
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Validation and psychometric evaluation of the Italian version of the Spinal Cord Injury Secondary Conditions Scale. Spinal Cord 2019; 58:496-503. [DOI: 10.1038/s41393-019-0384-z] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2019] [Revised: 10/15/2019] [Accepted: 11/04/2019] [Indexed: 11/08/2022]
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Prevalence of Shoulder Pain in Spinal Cord Injury Patients Referring to the Brain and Spinal Cord Injury Research Center of Tehran University of Medical Sciences. ARCHIVES OF NEUROSCIENCE 2019. [DOI: 10.5812/ans.96150] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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Jensen MP, Devlin HC, Vowles KE, Molton IR. Assessing Perceived Success in Valued Living in Individuals With Long-Term Physical Health Conditions. J Aging Health 2019; 31:195S-213S. [PMID: 31288602 DOI: 10.1177/0898264319861006] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Objective: To evaluate the reliability and validity of a brief measure of successful aging in a sample of adults with long-term health conditions. Method: The brief (eight-item) version of the valued living scale (VLS) and measures of pain intensity, pain interference, and depression were administered to 1,457 adults aging with one of four long-term health conditions. Results: Analyses indicated that the VLS items assessed two types of valued living domains: (a) a social and relational domain and (b) a health and productivity domain. The findings also supported the construct validity for the VLS items, in that both domains were associated significantly (and negatively) with the measures of pain intensity, pain interference, and depression. Discussion: The results provide preliminary support for the reliability and validity of the VLS items for assessing two important domains of successful aging in individuals with long-term health conditions.
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Gibbs K, Beaufort A, Stein A, Leung TM, Sison C, Bloom O. Assessment of pain symptoms and quality of life using the International Spinal Cord Injury Data Sets in persons with chronic spinal cord injury. Spinal Cord Ser Cases 2019; 5:32. [PMID: 31240125 PMCID: PMC6474307 DOI: 10.1038/s41394-019-0178-8] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2019] [Revised: 03/15/2019] [Accepted: 03/17/2019] [Indexed: 02/06/2023] Open
Abstract
Introduction Traumatic spinal cord injury (SCI) triggers complex changes that can negatively impact health and quality of life. The International SCI Data Sets were developed to enable more comparable data collection on the complex sequelae of SCI across studies. This should facilitate progress in mechanistic understanding and improving treatments of SCI. Study design Prospective observational pilot study. Objectives To collect data on pain symptoms and quality of life (QoL) in adults living with chronic SCI. Setting Academic medical center, New York, USA. Methods The International SCI Basic Pain and Qol Data Sets were used to collect data from participants with chronic SCI (N = 31) at 2 study visits held 6 months apart. The QoL Data Set was also used to collect data from able-bodied persons of similar age and gender distribution (N = 28). Results Most participants with SCI had multiple types and locations of pain problems at both study visits, despite reported being treated for pain. At both visits, the worst pain problem type was nociceptive, followed by neuropathic, which was typically rated of higher intensity. QoL scores were significantly lower across all domains of the data set in persons with SCI than able-bodied persons. Persons with pain tended to have lower QoL scores, although this trend was not significant. Conclusions This study demonstrates the presence, complexity and stability of pain symptoms refractory to treatment and lower quality of life ratings in persons with chronic SCI. Sponsorship Grants from the Craig H. Neilsen Foundation, New York Empire Clinical Research Program, New York State Spinal Cord Injury Research Board.
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Affiliation(s)
- Katie Gibbs
- The Feinstein Institute for Medical Research, New York, USA
- Department of Physical Medicine and Rehabilitation, Northwell Health, New York, USA
| | | | - Adam Stein
- The Feinstein Institute for Medical Research, New York, USA
- Department of Physical Medicine and Rehabilitation, Northwell Health, New York, USA
| | | | - Cristina Sison
- Biostatistics Unit, Northwell Health, New York, USA
- Department of Molecular Medicine, Zucker School of Medicine at Hofstra-Northwell, New York, USA
| | - Ona Bloom
- The Feinstein Institute for Medical Research, New York, USA
- Department of Physical Medicine and Rehabilitation, Northwell Health, New York, USA
- Department of Molecular Medicine, Zucker School of Medicine at Hofstra-Northwell, New York, USA
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