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Borg SJ, Cameron CM, Luetsch K, Rolley A, Geraghty T, McPhail S, McCreanor V. Prevalence of opioid use in adults with spinal cord injury: A systematic review and meta-analysis. J Spinal Cord Med 2025; 48:170-188. [PMID: 38466869 PMCID: PMC11864021 DOI: 10.1080/10790268.2024.2319384] [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: 03/13/2024] Open
Abstract
OBJECTIVE To determine the prevalence, reported harms and factors associated with opioid use among adults with spinal cord injury (SCI) living in the community. STUDY DESIGN Systematic review and meta-analysis. METHODS Comprehensive literature searches were conducted in PubMed (MEDLINE), EMBASE, CINAHL, Web of Science and Scopus for articles published between 2000 and 2023. Risk of bias was assessed using a prevalence-specific tool. Random-effects meta-analyses were conducted to pool prevalence data for any context of opioids. Sensitivity and subgroup analyses were also performed. The Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines were followed, and the study protocol was registered via Prospero (CRD42022350768). RESULTS Of the 4969 potential studies, 38 were included in the review. Fifty-three percent of studies had a low risk of bias, with a high risk of bias in 5% of studies. The pooled prevalence for the 38 studies included in the meta-analysis (total cohort size of 50,473) across any opioid context was 39% (95% confidence interval [CI], 32-47). High heterogeneity was evident, with a prediction interval twice as wide as the 95% CI (prediction interval, 7-84%). Mean or median opioid dose was unreported in 95% of studies. Opioid dose and factors related to opioids were also rarely explored in the SCI populations. CONCLUSIONS Results should be interpreted with caution based on the high heterogeneity and imprecise pooled prevalence of opioids. Contextual details including pain, cohort-specific injury characteristics and opioid dosage were inconsistently reported, indicating a clear need for additional studies in a population at greater risk of experiencing opioid-related adverse effects.
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Affiliation(s)
- Samantha J. Borg
- Australian Centre for Health Services Innovation and Centre for Healthcare Transformation, School of Public Health and Social Work, Queensland University of Technology, Kelvin Grove, Australia
- Jamieson Trauma Institute, Royal Brisbane and Women’s Hospital, Metro North Health, Herston, Australia
| | - Cate M. Cameron
- Australian Centre for Health Services Innovation and Centre for Healthcare Transformation, School of Public Health and Social Work, Queensland University of Technology, Kelvin Grove, Australia
- Jamieson Trauma Institute, Royal Brisbane and Women’s Hospital, Metro North Health, Herston, Australia
| | - Karen Luetsch
- School of Pharmacy, University of Queensland, Woolloongabba, Australia
| | - Adam Rolley
- Australian Centre for Health Services Innovation and Centre for Healthcare Transformation, School of Public Health and Social Work, Queensland University of Technology, Kelvin Grove, Australia
- Jamieson Trauma Institute, Royal Brisbane and Women’s Hospital, Metro North Health, Herston, Australia
- Queensland Ambulance Service, Queensland Government Department of Health, Brisbane, Australia
| | - Timothy Geraghty
- The Hopkins Centre, Menzies Health Institute Queensland, Griffith University, Nathan, Australia
- Department of Rehabilitation, Princess Alexandra Hospital, Metro South Health, Woolloongabba, Australia
| | - Steven McPhail
- Australian Centre for Health Services Innovation and Centre for Healthcare Transformation, School of Public Health and Social Work, Queensland University of Technology, Kelvin Grove, Australia
| | - Victoria McCreanor
- Hunter Medical Research Institute, New Lambton Heights, Australia
- University of Newcastle, Newcastle, Australia
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Krause JS, DiPiro ND, Dismuke-Greer CE. Self-Reported Prescription Opioid Use Among Participants with Chronic Spinal Cord Injury. Top Spinal Cord Inj Rehabil 2024; 30:131-139. [PMID: 38433739 PMCID: PMC10906374 DOI: 10.46292/sci23-00050] [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: 03/05/2024]
Abstract
Background Individuals with spinal cord injuries (SCI) experience high rates of prescription opioid use, yet there is limited data on frequency of opioid use and specific medications being taken. Objectives To examine the frequency of self-reported prescription opioid use among participants with SCI and the relationship with demographic, injury, and socioeconomic characteristics. Methods A cohort study of 918 adults with SCI of at least 1-year duration completed a self-report assessment (SRA) that indicated frequency of specific prescription opioid use based on the National Survey on Drug Use and Health (NSDUH). Results Forty-seven percent of the participants used at least one prescription opioid over the last year; the most frequently used was hydrocodone (22.1%). Nearly 30% used a minimum of one opioid at least weekly. Lower odds of use of at least one opioid over the past year was observed for Veterans (odds ratio [OR] = 0.60, 95% CI = 0.38, 0.96) and those with a bachelor's degree or higher (OR = 0.63, 95% CI = 0.44, 0.91). When restricting the analysis to use of at least one substance daily or weekly, lower odds of use was observed for those with a bachelor's degree or higher and those with income ranging from $25,000 to $75,000+. None of the demographic or SCI variables were significantly related to prescription opioid use. Conclusion Despite the widely established risks, prescription opioids were used daily or weekly by more than 28% of the participants. Usage was only related to Veteran status and socioeconomic status indicators, which were protective of use. Alternative treatments are needed for those with the heaviest, most regular usage.
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Affiliation(s)
- James S. Krause
- College of Health Professions, Medical University of South Carolina, Charleston, South Carolina
| | - Nicole D. DiPiro
- College of Health Professions, Medical University of South Carolina, Charleston, South Carolina
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Hatch MN, Etingen B, Raad J, Siddiqui S, Stroupe KT, Smith BM. Dual utilization of Medicare and VA outpatient care among Veterans with spinal cord injuries and disorders. J Spinal Cord Med 2023; 46:716-724. [PMID: 35108176 PMCID: PMC10446768 DOI: 10.1080/10790268.2022.2027321] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/19/2022] Open
Abstract
OBJECTIVE Veterans with spinal cord injuries and disorders (SCI/D) utilizing Veterans Affairs healthcare facilities are also Medicare eligible. Use of multiple health care systems potentially duplicates or fragments care in this population; yet little is known about those using multiple systems. This study describes dual use of services paid for by VA and Medicare among Veterans with SCI/D. DESIGN Retrospective, cross-sectional, observational study. PARTICIPANTS Veterans with SCI/D (n = 13,902) who received healthcare services within the VA SCI System of Care and were eligible for or enrolled in Medicare in 2011. INTERVENTIONS N/A. OUTCOME MEASURES Patient characteristics, average number of visits and patient level frequencies of reasons for visits were determined for individuals within healthcare utilization (VA only, Medicare only, or dual VA/Medicare) groups. Multinomial logistic regression analyses were used to investigate associations of patient variables on dual use. RESULTS 65.3% of Veterans with SCI/D were VA only users for outpatient encounters, 4.4% had encounters paid for by Medicare only, and 30.3% were dual users. Veterans were less likely to be VA only users if they were older than 69 and if they had been injured for greater than ten years. African American Veterans with SCI (compared to white) were more likely to be VA only users. CONCLUSION A substantial number (∼30%) of Veterans with SCI/D are dual users. These numbers highlight the importance of improved strategies to coordinate care and increase health information sharing across systems.
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Affiliation(s)
- Maya N Hatch
- Spinal Cord Injury/Disorder Center, Long Beach Veterans Affairs (VA) Medical Center, Long Beach, California, USA
- Physical Medicine & Rehabilitation Department, UC Irvine School of Medicine, Irvine, California, USA
| | - Bella Etingen
- Center of Innovation for Complex Chronic Healthcare, Edward Hines Jr. Department of VA Hospital, Chicago, Illinois, USA
| | - Jason Raad
- Econometrica, Inc, Bethesda, Massachusetts, USA
| | - Sameer Siddiqui
- Spinal Cord Injury/Disorder Center, Louis Stokes Cleveland (VA) Medical Center, Cleveland, Ohio, USA
- Department of Physical Medicine & Rehabilitation, Case Western Reserve University, Cleveland, Ohio, USA
| | - Kevin T Stroupe
- Center of Innovation for Complex Chronic Healthcare, Edward Hines Jr. Department of VA Hospital, Chicago, Illinois, USA
| | - Bridget M Smith
- Center of Innovation for Complex Chronic Healthcare, Edward Hines Jr. Department of VA Hospital, Chicago, Illinois, USA
- Institute for Healthcare Studies, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, USA
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Sippel JL, Daly JE, Poggensee L, Ristau KD, Eberhart AC, Tam K, Evans CT, Lancaster B, Wickremasinghe IM, Burns SP, Goldstein B, Smith BM. Modernization of a Large Spinal Cord Injuries and Disorders Registry: The Veterans Administration Experience. Arch Rehabil Res Clin Transl 2022; 4:100237. [PMID: 36545529 PMCID: PMC9761267 DOI: 10.1016/j.arrct.2022.100237] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Since the 1990s, Veterans Health Administration (VHA) has maintained a registry of Veterans with Spinal Cord Injuries and Disorders (SCI/Ds) to guide clinical care, policy, and research. Historically, methods for collecting and recording data for the VHA SCI/D Registry (VSR) have required significant time, cost, and staffing to maintain, were susceptible to missing data, and caused delays in aggregation and reporting. Each subsequent data collection method was aimed at improving these issues over the last several decades. This paper describes the development and validation of a case-finding and data-capture algorithm that uses primary clinical data, including diagnoses and utilization across 9 million VHA electronic medical records, to create a comprehensive registry of living and deceased Veterans seen for SCI/D services since 2012. A multi-step process was used to develop and validate a computer algorithm to create a comprehensive registry of Veterans with SCI/D whose records are maintained in the enterprise wide VHA Corporate Data Warehouse. Chart reviews and validity checks were used to validate the accuracy of cases that were identified using the new algorithm. An initial cohort of 28,202 living and deceased Veterans with SCI/D who were enrolled in VHA care from 10/1/2012 through 9/30/2017 was validated. Tables, reports, and charts using VSR data were developed to provide operational tools to study, predict, and improve targeted management and care for Veterans with SCI/Ds. The modernized VSR includes data on diagnoses, qualifying fiscal year, recent utilization, demographics, injury, and impairment for 38,022 Veterans as of 11/2/2022. This establishes the VSR as one of the largest ongoing longitudinal SCI/D datasets in North America and provides operational reports for VHA population health management and evidence-based rehabilitation. The VSR also comprises one of the only registries for individuals with non-traumatic SCI/Ds and holds potential to advance research and treatment for multiple sclerosis (MS), amyotrophic lateral sclerosis (ALS), and other motor neuron disorders with spinal cord involvement. Selected trends in VSR data indicate possible differences in the future lifelong care needs of Veterans with SCI/Ds. Future collaborative research using the VSR offers opportunities to contribute to knowledge and improve health care for people living with SCI/Ds.
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Key Words
- ALS, amyotrophic lateral sclerosis
- ARC, Allocation Resource Center
- ASIA, American Spinal Injury Association Impairment Scale
- Amyotrophic lateral sclerosis
- BI, Business Intelligence
- Big data
- CDW, Corporate Data Warehouse
- CPRS, computerized patient record system
- EMR, electronic medical record
- Electronic health records
- GUI, graphical user interface
- MIO, Management of Information & Outcomes
- MS, multiple sclerosis
- Medical informatics
- Motor neuron disease
- Multiple sclerosis
- Population health
- Population health management
- RHSCIR, Rick Hansen Spinal Cord Injury Registry
- Registries
- Rehabilitation
- SCD, spinal cord dysfunction
- SCI/D, Spinal Cord Injuries and Disorders
- SCIDO, Spinal Cord Injury and Disorders Outcomes
- SCIMS, Spinal Cord Injury Model Systems
- SME, subject matter expert
- Spinal cord injuries
- United States
- VHA, Veterans Health Administration
- VSR, VHA SCI/D Registry
- VSSC, VHA Service Support Center
- Veterans
- VistA, Veteran Health Information Systems and Technology Architecture
- WOC, Without Compensation
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Affiliation(s)
- Jennifer L. Sippel
- Spinal Cord Injuries & Disorders National Program Office (11 SCID), Veterans Health Administration, United States Department of Veterans Affairs, Washington, DC,Corresponding author Jennifer L. Sippel, PhD, Spinal Cord Injuries and Disorders (SCI/D) National Program Office (11SCID), Veterans Health Administration (VHA), 810 Vermont Ave NW, Washington, DC 20420.
| | - Jennifer E. Daly
- Spinal Cord Injuries & Disorders National Program Office (11 SCID), Veterans Health Administration, United States Department of Veterans Affairs, Washington, DC
| | - Linda Poggensee
- Department of Veterans Affairs, Center of Innovation for Complex Chronic Health Care (CINCCH), Edward Hines Junior Hospital, Hines, IL
| | - Kim D. Ristau
- VHA Support Service Center (VSSC), Office of Analytics and Performance, Veterans Health Administration, Department of Veterans Affairs, Washington, DC
| | - Adam C. Eberhart
- Spinal Cord Injuries & Disorders National Program Office (11 SCID), Veterans Health Administration, United States Department of Veterans Affairs, Washington, DC
| | - Katharine Tam
- Spinal Cord Injury Service, John J. Cochran Veterans Hospital, Saint Louis, MO 63106
| | - Charlesnika T. Evans
- Department of Veterans Affairs, Center of Innovation for Complex Chronic Health Care (CINCCH), Edward Hines Junior Hospital, Hines, IL,Center for Health Services and Outcomes Research and Department of Preventive Medicine, Institute for Public Health and Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL
| | - Betsy Lancaster
- VHA Support Service Center (VSSC), Office of Analytics and Performance, Veterans Health Administration, Department of Veterans Affairs, Washington, DC
| | - I. Manosha Wickremasinghe
- Spinal Cord Injuries & Disorders National Program Office (11 SCID), Veterans Health Administration, United States Department of Veterans Affairs, Washington, DC
| | - Stephen P. Burns
- Spinal Cord Injury Service, VA Puget Sound Health Care System, Seattle, WA,Department of Rehabilitation Medicine, University of Washington School of Medicine, Seattle, WA
| | - Barry Goldstein
- Spinal Cord Injuries & Disorders National Program Office (11 SCID), Veterans Health Administration, United States Department of Veterans Affairs, Washington, DC,Department of Rehabilitation Medicine, University of Washington School of Medicine, Seattle, WA
| | - Bridget M. Smith
- Department of Veterans Affairs, Center of Innovation for Complex Chronic Health Care (CINCCH), Edward Hines Junior Hospital, Hines, IL,Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, IL
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Cai S, Bakerjian D, Bang H, Mahajan SM, Ota D, Kiratli J. Data acquisition process for VA and non-VA emergency department and hospital utilization by veterans with spinal cord injury and disorders in California using VA and state data. J Spinal Cord Med 2022; 45:254-261. [PMID: 32543354 PMCID: PMC8986188 DOI: 10.1080/10790268.2020.1773028] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/24/2022] Open
Abstract
Context: To identify VA and non-VA Emergency Department (ED) and hospital utilization by veterans with spinal cord injury and disorders (SCI/D) in California.Design: Retrospective cohort study.Setting: VA and Office of Statewide Health Planning and Development (OSHPD) in California.Participants: Total 300 veterans admitted to the study VA SCI/D Center for initial rehabilitations from 01/01/1999 through 08/17/2014.Interventions: N/A.Outcome Measures: Individual-level ED visits and hospitalizations during the first-year post-rehabilitation.Results: Among 145 veterans for whom ED visit data available, 168 ED visits were identified: 94 (55.2%) at non-VA EDs and 74 (44.8%) at the VA ED, with a mean of 1.16 (±2.21) ED visit/person. Seventy-seven (53.1%) veterans did not visit any ED. Of 68 (46.9%) veterans with ≥ one ED visit, 20 (29.4%) visited the VA ED only, 34 (50.0%) visited non-VA EDs only, and 14 (20.6%) visited both VA and non-VA EDs. Among 212 Veterans for whom hospitalization data were available, 247 hospitalizations were identified: 82 (33.2%) non-VA hospitalizations and 165 (66.8%) VA hospitalization with a mean of 1.17 (±1.62) hospitalizations/person. One hundred-seven (50.5%) veterans had no hospitalizations. Of 105 veterans with ≥ one hospitalization, 58 (55.2%) were hospitalized at the study VA hospital, 15 (14.3%) at a non-VA hospital, and 32 (30.5%) at both VA and non-VA hospitals.Conclusion: Non-VA ED and hospital usage among veterans with SCI/D occurred frequently. The acquisition of non-VA healthcare data managed by state agencies is vital to accurately and comprehensively evaluate needs and utilization rates among veteran populations.
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Affiliation(s)
- Sujuan Cai
- Department of the Veterans Affairs, Palo Alto Health Care System, Palo Alto, California, USA,The Betty Irene Moore School of Nursing, University of California at Davis, Sacramento, California, USA,Correspondence to: Sujuan Cai, 3801 Miranda Ave. Building 7, VA Palo Alto Health Care System, Spinal Cord Injury/Disorder, Palo Alto, California94304, USA; Ph: 408-832-4205.
| | - Debra Bakerjian
- The Betty Irene Moore School of Nursing, University of California at Davis, Sacramento, California, USA
| | - Heejung Bang
- Division of Biostatistics, Department of Public Health Sciences, University of California at Davis, Davis, California, USA
| | - Satish M. Mahajan
- Department of the Veterans Affairs, Palo Alto Health Care System, Palo Alto, California, USA
| | - Doug Ota
- Department of the Veterans Affairs, Palo Alto Health Care System, Palo Alto, California, USA
| | - Jenny Kiratli
- Department of the Veterans Affairs, Palo Alto Health Care System, Palo Alto, California, USA
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Bogie KM, Roggenkamp SK, Zeng N, Seton JM, Schwartz KR, Henzel MK, Richmond MA, Sun J, Zhang GQ. Development of Predictive Informatics Tool Using Electronic Health Records to Inform Personalized Evidence-Based Pressure Injury Management for Veterans with Spinal Cord Injury. Mil Med 2021; 186:651-658. [PMID: 33499541 DOI: 10.1093/milmed/usaa469] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2020] [Revised: 08/18/2020] [Accepted: 10/30/2020] [Indexed: 11/14/2022] Open
Abstract
BACKGROUND Pressure injuries (PrI) are serious complications for many with spinal cord injury (SCI), significantly burdening health care systems, in particular the Veterans Health Administration. Clinical practice guidelines (CPG) provide recommendations. However, many risk factors span multiple domains. Effective prioritization of CPG recommendations has been identified as a need. Bioinformatics facilitates clinical decision support for complex challenges. The Veteran's Administration Informatics and Computing Infrastructure provides access to electronic health record (EHR) data for all Veterans Health Administration health care encounters. The overall study objective was to expand our prototype structural model of environmental, social, and clinical factors and develop the foundation for resource which will provide weighted systemic insight into PrI risk in veterans with SCI. METHODS The SCI PrI Resource (SCI-PIR) includes three integrated modules: (1) the SCIPUDSphere multidomain database of veterans' EHR data extracted from October 2010 to September 2015 for ICD-9-CM coding consistency together with tissue health profiles, (2) the Spinal Cord Injury Pressure Ulcer and Deep Tissue Injury Ontology (SCIPUDO) developed from the cohort's free text clinical note (Text Integration Utility) notes, and (3) the clinical user interface for direct SCI-PIR query. RESULTS The SCI-PIR contains relevant EHR data for a study cohort of 36,626 veterans with SCI, representing 10% to 14% of the U.S. population with SCI. Extracted datasets include SCI diagnostics, demographics, comorbidities, rurality, medications, and laboratory tests. Many terminology variations for non-coded input data were found. SCIPUDO facilitates robust information extraction from over six million Text Integration Utility notes annually for the study cohort. Visual widgets in the clinical user interface can be directly populated with SCIPUDO terms, allowing patient-specific query construction. CONCLUSION The SCI-PIR contains valuable clinical data based on CPG-identified risk factors, providing a basis for personalized PrI risk management following SCI. Understanding the relative impact of risk factors supports PrI management for veterans with SCI. Personalized interactive programs can enhance best practices by decreasing both initial PrI formation and readmission rates due to PrI recurrence for veterans with SCI.
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Affiliation(s)
- Kath M Bogie
- Louis Stokes Cleveland VA Medical Center, Cleveland, OH 44106, USA.,Case Western Reserve University, Cleveland, OH 44106, USA
| | - Steven K Roggenkamp
- Institute for Biomedical Informatics, University of Kentucky, Lexington, KY 40536, USA
| | - Ningzhou Zeng
- Institute for Biomedical Informatics, University of Kentucky, Lexington, KY 40536, USA
| | - Jacinta M Seton
- Quality Management Service, VHA Greater Los Angeles Healthcare System, Los Angeles, CA 90073, USA
| | | | - M Kristi Henzel
- Louis Stokes Cleveland VA Medical Center, Cleveland, OH 44106, USA.,Case Western Reserve University, Cleveland, OH 44106, USA
| | - Mary Ann Richmond
- Louis Stokes Cleveland VA Medical Center, Cleveland, OH 44106, USA.,Case Western Reserve University, Cleveland, OH 44106, USA
| | - Jiayang Sun
- Department of Statistics, George Mason University, Fairfax, VA 22030, USA
| | - Guo-Qiang Zhang
- Department of Neurology, The University of Texas Health Science Center at Houston, Houston, TX 77030, USA
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Management of Mental Health Disorders, Substance Use Disorders, and Suicide in Adults with Spinal Cord Injury. J Spinal Cord Med 2021; 44:102-162. [PMID: 33630722 PMCID: PMC7993020 DOI: 10.1080/10790268.2021.1863738] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
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Bombardier CH, Azuero CB, Fann JR, Kautz DD, Richards JS, Sabharwal S. Management of Mental Health Disorders, Substance Use Disorders, and Suicide in Adults with Spinal Cord Injury: Clinical Practice Guideline for Healthcare Providers. Top Spinal Cord Inj Rehabil 2021; 27:152-224. [PMID: 34108836 PMCID: PMC8152173 DOI: 10.46292/sci2702-152] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Affiliation(s)
| | - Casey B. Azuero
- Department of Physical Medicine and Rehabilitation, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Jesse R. Fann
- Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA, USA
| | - Donald D. Kautz
- School of Nursing, University of North Carolina Greensboro, Greensboro, NC, USA
| | - J. Scott Richards
- Department of Physical Medicine and Rehabilitation, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Sunil Sabharwal
- Department of Physical Medicine and Rehabilitation, Harvard Medical School, Boston, MA, USA
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Le B, Ray C, Gonzalez B, Miskevics S, Weaver FM, Priebe M, Carbone LD. Reasons for Initiation and Discontinuation of Pharmacological Therapies for Osteoporosis in Veterans with Spinal Cord Injury and Disorders. J Clin Densitom 2021; 24:67-77. [PMID: 31262561 DOI: 10.1016/j.jocd.2019.06.003] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/01/2019] [Revised: 06/10/2019] [Accepted: 06/11/2019] [Indexed: 01/20/2023]
Abstract
INTRODUCTION Medications for osteoporosis have not been reported to reduce fracture rates in patients with spinal cord injury and disorders (SCI/D), yet these medications are still prescribed. Clinical decision-making underscoring the initiation and discontinuation of osteoporosis medications in SCI/D remains poorly understood. METHODOLOGY Veterans with a SCI/D with at least one prescription for an osteoporosis medication (bisphosphonate, calcitonin, denosumab, raloxifene, and teriparatide) who received healthcare within Veterans Affairs (VA) from 2005 to 2015 were identified using VA administrative databases. A 10% subsample of Veterans was selected for electronic health record review. RESULTS Two hundred and sixty-seven Veterans with 330 prescriptions underwent electronic health record review. Bisphosphonates were the most frequently prescribed medication for osteoporosis (n = 223, 67.6%). Of the 187 Veterans with prescriptions for prevention or treatment of osteoporosis, the primary reason for initiation was Dual Energy X-ray Absorptiometry (DXA) scan with osteopenia or osteoporosis (n = 119, 63.6% of Veterans), primarily at the hip (81.0% of DXAs). The majority (79.0%) of DXAs were "screening tests," with SCI/D being the sole reason for the scan. Fractures (n = 51, 27.3%) and fall risk concerns (n = 29, 15.5%) were other major reasons for initiation. On average, oral bisphosphonates were filled for <3 yr, with medication-related side effects (n = 23, 15.8% of bisphosphonates discontinued), predominately gastrointestinal (n = 17, 73.9% of reported side effects), the most common reason for discontinuation. Drug holidays occurred in 14.3% of 35 oral bisphosphonates used for ≥5 yr. No cases of osteonecrosis of the jaw were found. There was one case of an atypical femoral fracture which could not be confirmed. CONCLUSIONS The decision to initiate pharmacological therapies in SCI/D is primarily based on osteopenia or osteoporosis at the hip by screening DXAs. Gastrointestinal side effects are the major reason for discontinuation of oral bisphosphonates. New therapies for osteoporosis in SCI/D are needed.
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Affiliation(s)
- Brian Le
- Charlie Norwood Veterans Affairs Medical Center, Augusta, GA, USA; Department of Medicine, Division of Rheumatology, Medical College of Georgia at Augusta University, Augusta, GA, USA
| | - Cara Ray
- Center of Innovation for Complex Chronic Healthcare, Edward J. Hines, Jr. VA Hospital, Hines, IL, USA
| | - Beverly Gonzalez
- Center of Innovation for Complex Chronic Healthcare, Edward J. Hines, Jr. VA Hospital, Hines, IL, USA; Feinberg School of Medicine, Northwestern University, Chicago, IL, USA; Department of Biostatistics, University of Illinois, Chicago, IL, USA; Department of Mathematics, Northeastern Illinois University, Chicago, IL, USA
| | - Scott Miskevics
- Center of Innovation for Complex Chronic Healthcare, Edward J. Hines, Jr. VA Hospital, Hines, IL, USA
| | - Frances M Weaver
- Center of Innovation for Complex Chronic Healthcare, Edward J. Hines, Jr. VA Hospital, Hines, IL, USA; Public Health Sciences, Stritch School of Medicine, Loyola University, Maywood, IL, USA
| | - Michael Priebe
- Charlie Norwood Veterans Affairs Medical Center, Augusta, GA, USA
| | - Laura D Carbone
- Charlie Norwood Veterans Affairs Medical Center, Augusta, GA, USA; Department of Medicine, Division of Rheumatology, J. Harold Harrison, MD, Distinguished University Chair in Rheumatology, Medical College of Georgia at Augusta University, Augusta, GA, USA.
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10
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Cadel L, C Everall A, Hitzig SL, Packer TL, Patel T, Lofters A, Guilcher SJT. Spinal cord injury and polypharmacy: a scoping review. Disabil Rehabil 2020; 42:3858-3870. [PMID: 31068029 DOI: 10.1080/09638288.2019.1610085] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2018] [Accepted: 04/17/2019] [Indexed: 12/29/2022]
Abstract
Purpose: The purpose of this scoping review was to map the scope of the literature on polypharmacy among individuals with spinal cord injury or dysfunction (SCI/D).Material and methods: Five electronic databases were searched for literature published between January 1990 and July 2018. The following keywords were searched using Boolean operators, wild cards, proximity operators and truncations: spinal cord injuries, multiple medications, polypharmacy. The initial search identified 1,459 articles; 1,098 remained after deduplication. Following the title and abstract screen, 81 full-texts were reviewed, and 18 met all of the eligibility criteria for inclusion in the review.Results: Of the 18 studies identified, less than half defined polypharmacy. Definitions varied in the types and number of medications. Older age, higher level of injury and greater severity of injury were factors related to polypharmacy. Negative clinical outcomes, such as drug-related problems and bowel complications were identified.Conclusions: This scoping review identified a paucity of research on polypharmacy post-SCI/D, highlighting a need for future research. To improve the state of knowledge, there is a need to better understand factors and clinical outcomes related to polypharmacy in persons with SCI/D and to explore experiences of persons with SCI/D, caregivers and clinicians relating to polypharmacy.Implications for rehabilitationPrescribers should be aware of the factors and negative clinical outcomes related to polypharmacy and spinal cord injuries/dysfunction, especially for patients with higher level and more severe injuries.Prescribers should work with their patients with spinal cord injuries/dysfunction to avoid inappropriate polypharmacy and to integrate appropriate alternatives to medications.Optimizing medication management should be a significant focus of spinal cord injury/dysfunction rehabilitation and research in order to develop targeted interventions that improve patient outcomes.
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Affiliation(s)
- Lauren Cadel
- Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, Canada
| | - Amanda C Everall
- Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, Canada
| | - Sander L Hitzig
- St. John's Rehab Research Program, Sunnybrook Research Institute, Sunnybrook Health Sciences Centre, Toronto, Canada
- Department of Occupational Science and Occupational Therapy, Faculty of Medicine, University of Toronto, Toronto, Canada
- Rehabilitation Science Institute, Faculty of Medicine, University of Toronto, Toronto, Canada
| | - Tanya L Packer
- School of Occupational Therapy and Health Administration, Dalhousie University, Halifax, Canada
| | - Tejal Patel
- School of Pharmacy, University of Waterloo, Kitchener, Canada
| | - Aisha Lofters
- Department of Family and Community Medicine, University of Toronto, Toronto, Canada
- Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, Canada
| | - Sara J T Guilcher
- Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, Canada
- Rehabilitation Science Institute, Faculty of Medicine, University of Toronto, Toronto, Canada
- Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, Canada
- St. Michael's Hospital, Centre for Urban Health Solutions, Toronto, Canada
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11
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Shaw E, Saulino M. Management Strategies for Spinal Cord Injury Pain Updated for the Twenty-First Century. Phys Med Rehabil Clin N Am 2020; 31:369-378. [PMID: 32624100 DOI: 10.1016/j.pmr.2020.03.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
Traumatic spinal cord injury (SCI) often results in several life-altering impairments, including paralysis, sensory loss, and neurogenic bowel/bladder dysfunction. Some of these SCI-related conditions can be accommodated with compensatory strategies. Perhaps no SCI-associated condition is more troublesome and recalcitrant to the treating physiatrist than chronic neuropathic pain. In addition to the expected challenges in treating any chronic pain condition, treatment of SCI-related pain has the added difficulty of disruption of normal neural pathways that subserve pain transmission and attenuation. This article reviews selected treatment strategies for SCI-associated neuropathic pain.
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Affiliation(s)
- Erik Shaw
- Shepherd Spine and Pain Institute, 2020 Peachtree Street Northwest, Atlanta, GA 30309, USA.
| | - Michael Saulino
- Sidney Kimmel Medical College, MossRehab, 60 Township Line Road, Elkins Park, PA 19027, USA
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12
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Association of Bisphosphonate Therapy With Incident of Lower Extremity Fractures in Persons With Spinal Cord Injuries or Disorders. Arch Phys Med Rehabil 2020; 101:633-641. [PMID: 31958428 DOI: 10.1016/j.apmr.2019.12.010] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2019] [Revised: 11/25/2019] [Accepted: 12/18/2019] [Indexed: 12/16/2022]
Abstract
OBJECTIVE To investigate the association between prescriptions for bisphosphonates; calcium and vitamin D supplements; and receipt of dual-energy x-ray absorptiometry (DXA) screening, and incident fracture risk in men and women with a spinal cord injury (SCI) or disorder (SCID). DESIGN Propensity-matched case-control analyses. SETTING United States Veterans Affairs (VA) facilities. PARTICIPANTS A total of 7989 men and 849 women with an SCID included in VA administrative databases between October 1, 2005 and October 1, 2015 were identified (N=8838). Cases included 267 men and 59 women with a bisphosphonate prescription propensity matched with up to 4 controls. INTERVENTIONS Not applicable. MAIN OUTCOME MEASURES Incident lower extremity fractures. RESULTS There was no significant association between prescriptions for bisphosphonates and incident lower extremity fractures in men (odds ratio [OR], 1.04; 95% confidence interval [CI], 0.62-1.77) or women (OR, 1.02; 95% CI, 0.28-3.75). In men, similar null associations were seen among those who were adherent to bisphosphonate therapy (OR, 1.25; 95% CI, 0.73-2.16), were concomitant users of vitamin D and calcium and a bisphosphonate (OR, 1.05; 95% CI, 0.57-1.96), had more than 1 fracture on different dates during the study period (OR, 0.13; 95% CI, 0.02-1.16) and in those who had undergone DXA testing prior to the date of the bisphosphonate prescription and incident fracture (OR, 1.26; 95% CI, 0.69-2.32). CONCLUSIONS In men with a traumatic SCI and women with a traumatic SCID, bisphosphonate therapies for osteoporosis do not appear to significantly affect fracture risk. Adequately powered randomized controlled trials are needed to definitively demonstrate efficacy of bisphosphonates for fracture prevention in this population. There is a compelling need to identify new medications to prevent fractures in this high-risk population.
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13
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Le B, Ray C, Gonzalez B, Miskevics S, Weaver FM, Priebe M, Carbone LD. Laboratory evaluation of secondary causes of bone loss in Veterans with spinal cord injury and disorders. Osteoporos Int 2019; 30:2241-2248. [PMID: 31410501 DOI: 10.1007/s00198-019-05089-1] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/29/2019] [Accepted: 07/10/2019] [Indexed: 10/26/2022]
Abstract
UNLABELLED An electronic health record (eHR) review of Veterans with a spinal cord injury and disorder (SCI/D) was conducted to understand the extent to which Veterans Affairs (VA) providers pursue workups for secondary causes of osteoporosis in this population. Laboratory tests for secondary causes were ordered in only one-third of Veterans, with secondary causes identified in two-thirds of those tested, most frequently, hypogonadism and hypovitaminosis D. PURPOSE To identify workups for secondary causes of osteoporosis in SCI/D and the extent to which subspecialty consultations are sought. METHODS A total of 3018 prescriptions for an osteoporosis medication (bisphosphonate, calcitonin, denosumab, raloxifene, teriparatide) among 2675 Veterans were identified in fiscal years 2005-2015 from VA administrative databases. Approximately 10% of these prescriptions were selected for eHR review. RESULTS eHR records of 187 Veterans with a SCI/D who had received pharmacological treatment for osteoporosis were reviewed. Workups for secondary causes of osteoporosis were performed in 31.5% of Veterans (n = 59) with approximately 64.4% of those tested (n = 38) having at least one abnormality. Hypogonadism (52.0% of those tested) and hypovitaminosis D (50.0% of those tested) were the most common secondary causes of osteoporosis identified in this population. Approximately 10% of primary care and SCI providers consulted subspecialists for further evaluation and treatment of osteoporosis. Endocrinologists more frequently performed a workup for secondary causes of osteoporosis compared to other provider specialties. CONCLUSIONS Screening for secondary causes of osteoporosis, particularly for hypogonadism and hypovitaminosis D, should be considered in patients with a SCI/D.
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Affiliation(s)
- B Le
- Charlie Norwood Veterans Affairs Medical Center, Augusta, GA, USA
- Department of Medicine, Division of Rheumatology, Medical College of Georgia at Augusta University, Augusta, GA, USA
| | - C Ray
- Center of Innovation for Complex Chronic Healthcare, Edward J. Hines, Jr. VA Hospital, Hines, IL, USA
| | - B Gonzalez
- Center of Innovation for Complex Chronic Healthcare, Edward J. Hines, Jr. VA Hospital, Hines, IL, USA
- Public Health Sciences, Stritch School of Medicine, Loyola University, Maywood, IL, USA
- Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
- Department of Biostatistics, University of Illinois, Chicago, IL, USA
| | - S Miskevics
- Center of Innovation for Complex Chronic Healthcare, Edward J. Hines, Jr. VA Hospital, Hines, IL, USA
| | - F M Weaver
- Center of Innovation for Complex Chronic Healthcare, Edward J. Hines, Jr. VA Hospital, Hines, IL, USA
- Department of Mathematics, Northeastern Illinois University, Chicago, IL, USA
| | - M Priebe
- Charlie Norwood Veterans Affairs Medical Center, Augusta, GA, USA
| | - L D Carbone
- Charlie Norwood Veterans Affairs Medical Center, Augusta, GA, USA.
- Department of Medicine, Division of Rheumatology, J. Harold Harrison, MD, Distinguished University Chair in Rheumatology, Medical College of Georgia at Augusta University, 1120 15th Street, Augusta, GA, 309012, USA.
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14
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Weaver FM, Le B, Ray C, Miskevics S, Gonzalez B, Carbone LD. Predicting osteoporosis medication receipt in Veterans with a spinal cord injury: A retrospective cohort study. J Spinal Cord Med 2019; 42:760-767. [PMID: 30888309 PMCID: PMC6830189 DOI: 10.1080/10790268.2019.1584259] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Abstract
Objective: To describe frequency and predictors of use of pharmacological therapies for osteoporosis in persons with a spinal cord injury (SCI).Design: Retrospective cohort study.Setting: United States Veterans Health Administration (VA) national databases.Participants: 11,048 persons with a traumatic SCI who received VA health care between Fiscal Years (FY) 2005-2015. Pharmacy data from VA's Corporate Data Warehouse were used to identify prescriptions for Food and Drug Administration-approved pharmacological treatments for osteoporosis including bisphosphonates, calcitonin, denosumab, raloxifene and teriparatide.Outcome Measures: Demographics, clinical and SCI-related characteristics, receipt of a dual energy x-ray absorptiometry (DXA), and prevalent lower extremity fractures were examined to determine factors related to receiving a pharmacological agent for osteoporosis.Results: 1,041 persons (9.4%) had a prescription for a pharmacological agent for osteoporosis; the majority (n = 964, 93.0%) were bisphosphonates. There was a significant decline in the number of these prescriptions from FY 2005 (13.0%) to FY 2015 (2.2%). In multivariable analysis, age (>50 years) (OR = 1.60, 95% CI 1.31-1.94); female sex (OR = 4.09, 95% CI 2.74-6.09); opioid (OR = 1.24, 95% CI 1.01-1.51) or corticosteroid (OR = 1.92, 95% CI 1.01-1.51) prescriptions; complete injury (OR = 1.26, 95% CI 1.04-1.53); receipt of a DXA scan (OR = 84.03, 95% CI 59.80-118.07) and prevalent fracture (OR = 5.43, 95% CI 4.13-7.15) were positive predictors. Black race (OR = 0.43, 95% CI 0.33-0.57) and obese BMI (OR = 0.59, 95% CI 0.45-0.76) were negative predictors.Conclusions: Prescriptions for osteoporosis medications for persons with a SCI declined in recent years. The strongest predictors for having filled these prescriptions were having had a DXA or a prevalent fracture.
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Affiliation(s)
- Frances M. Weaver
- Center of Innovation for Complex Chronic Healthcare, Edward J. Hines, Jr. VA Hospital, Hines, Illinois, USA,Public Health Sciences, Stritch School of Medicine, Loyola University, Maywood, Illinois, USA,Correspondence to: Frances M. Weaver, PhD, CINCCH (151H), Hines VA Hospital, 5000 S. 5th Ave., Hines, IL 60141, USA.
| | - Brian Le
- Charlie Norwood Veterans Affairs Medical Center, Augusta, Georgia, USA,Department of Medicine, Division of Rheumatology, Medical College of Georgia at Augusta University, Augusta, Georgia, USA
| | - Cara Ray
- Center of Innovation for Complex Chronic Healthcare, Edward J. Hines, Jr. VA Hospital, Hines, Illinois, USA
| | - Scott Miskevics
- Center of Innovation for Complex Chronic Healthcare, Edward J. Hines, Jr. VA Hospital, Hines, Illinois, USA
| | - Beverly Gonzalez
- Center of Innovation for Complex Chronic Healthcare, Edward J. Hines, Jr. VA Hospital, Hines, Illinois, USA,Feinberg School of Medicine, Northwestern University, Chicago, Illinois, USA,Department of Biostatistics, University of Illinois, Chicago, Illinois, USA,Department of Mathematics, Northeastern Illinois University, Chicago, Illinois, USA
| | - Laura D. Carbone
- Charlie Norwood Veterans Affairs Medical Center, Augusta, Georgia, USA,Department of Medicine, Division of Rheumatology, Medical College of Georgia at Augusta University, Augusta, Georgia, USA
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15
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Merritt CH, Taylor MA, Yelton CJ, Ray SK. Economic impact of traumatic spinal cord injuries in the United States. ACTA ACUST UNITED AC 2019; 6. [PMID: 33869674 PMCID: PMC8052100 DOI: 10.20517/2347-8659.2019.15] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Individuals having sustained traumatic spinal cord injury (TSCI) in the United States are living longer as compared to historical trends, thanks to an ever-evolving understanding of the nature of this injury. Despite this, multiple barriers to care for TSCI patients remain including variations in government-issued veteran insurance, privatized insurance, and among uninsured individuals. The United States alone experiences 12,000 new TSCI cases every year, many of these are found to occur in a growing proportion of elderly individuals. It is crucial to understand both the short-term direct costs as wells as the long-term rehabilitation costs required by these TSCI patients. The lifetime financial burden for those having sustained a TSCI can be immense for patients, insurance companies, and hospital systems alike. Among those with TSCI, re-hospitalization rates are high, leading to increased healthcare resource utilization within this specific patient population. Costs can quickly balloon into hundreds of thousands of dollars and cause a profound financial burden for these patients. This review article seeks to communicate an understanding of the current financial landscape surrounding TSCI patients. The authors will also examine the costs of acute emergency room surgical care such as American spinal injury association grade, hospital length of stay, as well as the timing delay between injury and surgical decompression. Long-term costs associated with TSCI such as rehabilitation, care of secondary comorbidities, and post-injury employment prospects will be examined as well. These costs will be framed from the patient’s perspective as well as from both the hospital and insurance company’s perspectives. It is hoped a complete understanding as to what makes TSCI such a medically and financially burdensome injury will allow for improved healthcare resource utilization in this population.
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Affiliation(s)
- Christopher H Merritt
- Department of Pathology, Microbiology, and Immunology, University of South Carolina School of Medicine, Columbia, SC 29209, USA
| | - Matthew A Taylor
- Department of Pathology, Microbiology, and Immunology, University of South Carolina School of Medicine, Columbia, SC 29209, USA
| | - Caleb J Yelton
- Department of Pathology, Microbiology, and Immunology, University of South Carolina School of Medicine, Columbia, SC 29209, USA
| | - Swapan K Ray
- Department of Pathology, Microbiology, and Immunology, University of South Carolina School of Medicine, Columbia, SC 29209, USA
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