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Kumar N, Palmisciano P, Dhawan S, Boakye M, Drazin D, Sharma M. Spontaneous Spinal Hematoma in Patients Using Antiplatelets and Anticoagulants: A Systematic Review. World Neurosurg 2024; 184:e185-e194. [PMID: 38278210 DOI: 10.1016/j.wneu.2024.01.082] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2023] [Revised: 01/13/2024] [Accepted: 01/16/2024] [Indexed: 01/28/2024]
Abstract
BACKGROUND Spontaneous spinal hematoma (SSH) is a debilitating complication in patients taking either antiplatelet (AP) or anticoagulation (AC) medications. SSH is rare and, therefore, a systematic review is warranted to re-examine and outline trends, clinical characteristics, and outcomes associated with SSH formation. METHODS PubMed, EMBASE, Scopus, and Web-of-Science were searched. Studies reporting clinical data of patients with SSH using AC medications were included. In addition, clinical studies meeting our a priori inclusion criteria limited to SSH were further defined in quality through risk bias assessment. RESULTS We included 10 studies with 259 patients' pooled data post-screening 3083 abstracts. Within the cohort (n = 259), the prevalence of idiopathic, nontraumatic SSH with concomitant treatment with AC medications was greater 191 (73.75%) compared with AP treatment (27%). The lumbar spine was the most common site of hematoma (41.70%), followed by the cervical (22.01%) and thoracic (8.49%) spine. Most patients had surgical intervention (70.27%), and 29.73% had conservative management. The pooled data suggest that immediate diagnosis and intervention are the best prognostic factors in clinical outcomes. American Spinal Injury Association grading at initial symptom onset and post-treatment showed the greatest efficacy in symptomatic relief (87.64%) and return of motor and sensory symptoms (39.19%). CONCLUSIONS Our review suggested that AC medications were related to SSH in most patients (74%), followed by APs (27%) and combined ACs + APs (1.9%). We recommend prompt intervention, a high suspicion for patients with neurologic deficits and diagnostic imaging before intervention to determine a case-specific treatment plan.
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Affiliation(s)
- Nitesh Kumar
- Clinical Medicine, Windsor University School of Medicine, Chicago, Illinois, USA
| | - Paolo Palmisciano
- Department of Neurosurgery, University of Cincinnati, Cincinnati, Ohio, USA
| | - Sanjay Dhawan
- Department of Neurosurgery, University of Minnesota, Minneapolis, Minnesota, USA
| | - Maxwell Boakye
- Department of Neurosurgery, University of Louisville, Louisville, Kentucky, USA
| | - Doniel Drazin
- Department of Neurosurgery, Providence Everett Neuroscience Center, Everett, Washington, USA
| | - Mayur Sharma
- Department of Neurosurgery, University of Minnesota, Minneapolis, Minnesota, USA.
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Dietz N, Alkin V, Agarwal N, Sharma M, Oxford BG, Wang D, Ugiliweneza B, Mettille J, Boakye M, Drazin D. Cannabis Use Disorder Trends and Health Care Utilization After Cervical and Lumbar Spine Fusions. Spine (Phila Pa 1976) 2024; 49:E28-E45. [PMID: 37962203 DOI: 10.1097/brs.0000000000004874] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/21/2023] [Accepted: 10/22/2023] [Indexed: 11/15/2023]
Abstract
STUDY DESIGN A retrospective cohort study. OBJECTIVE To identify differences in complication rates after cervical and lumbar fusion over the first postoperative year between those with and without cannabis use disorder (CUD) and to assess how CUD affects opioid prescription patterns. SUMMARY OF BACKGROUND DATA Cannabis is legal for medical purposes in 36 states and for recreational use in 18 states. Cannabis has multisystem effects and may contribute to transient vasoconstrictive, prothrombotic, and inflammatory effects. METHODS The IBM MarketScan Database (2009-2019) was used to identify patients who underwent cervical or lumbar fusions, with or without CUD. Exact match hospitalization and postdischarge outcomes were analyzed at index, six, and 12 months. RESULTS Of 72,024 cervical fusion (2.0% with CUD) and 105,612 lumbar fusion patients (1.5% with CUD), individuals with CUD were more likely to be young males with higher Elixhauser index. The cervical CUD group had increased neurological complications (3% vs. 2%) and sepsis (1% vs. 0%) during the index hospitalization and neurological (7% vs. 5%) and wound complications (5% vs. 3%) at 12 months. The lumbar CUD group had increased wound (8% vs. 5%) and myocardial infarction (MI) (2% vs. 1%) complications at six months and at 12 months. For those with cervical myelopathy, increased risk of pulmonary complications was observed with CUD at index hospitalization and 12-month follow-up. For those with lumbar stenosis, cardiac complications and MI were associated with CUD at index hospitalization and 12 months. CUD was associated with opiate use disorder, decreasing postoperatively. CONCLUSIONS No differences in reoperation rates were observed for CUD groups undergoing cervical or lumbar fusion. CUD was associated with an increased risk of stroke for the cervical fusion cohort and cardiac (including MI) and pulmonary complications for lumbar fusion at index hospitalization and six and 12 months postoperatively. Opiate use disorder and decreased opiate dependence after surgery also correlated with CUD.
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Affiliation(s)
- Nicholas Dietz
- Department of Neurosurgery, University of Louisville, Louisville, KY
| | | | - Nitin Agarwal
- Washington University, Barnes Jewish Hospital Plaza, St. Louis, MO
| | - Mayur Sharma
- Department of Neurosurgery, University of Louisville, Louisville, KY
| | | | - Dengzhi Wang
- Department of Neurosurgery, University of Louisville, Louisville, KY
| | - Beatrice Ugiliweneza
- Department of Neurosurgery, University of Louisville, Louisville, KY
- Department of Health Management and Systems Science, School of Public Health and Information Science, University of Louisville, Louisville, KY
| | | | - Maxwell Boakye
- Department of Neurosurgery, University of Louisville, Louisville, KY
| | - Doniel Drazin
- Providence Regional Medical Center Everett, Everett, WA
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Ugiliweneza B, Wang D, Rood B, Boakye M, Castillo C, Hetman M. Increased Incidence of Depression and Chronic Pain in Traumatic Spinal Cord Injury Patients With Pre-Injury Alcohol Use Disorder: Longitudinal Analysis of Insurance Claim Database. Neurotrauma Rep 2024; 5:28-36. [PMID: 38249325 PMCID: PMC10797174 DOI: 10.1089/neur.2023.0096] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2024] Open
Abstract
Alcohol use disorder (AUD) increases risk of traumatic spinal cord injury (SCI) and is associated with depression, anxiety, and chronic pain. Given that these neuropsychiatric morbidities are frequently observed in SCI patients, the effects of pre-injury AUD on risk of depression, anxiety, or chronic pain were analyzed using an insurance claim database. Of 10,591 traumatic SCI patients, 507 had AUD-associated claims in a 12-month period before injury. Those AUD-positive SCI patients showed distinct demographic characteristics, including greater representation of men, younger age, more comorbidities, lower coverage by commercial insurance, and more cervical-level injuries. The AUD group also showed elevated pre-injury comorbidity of depression, anxiety, and chronic pain. However, multi-regression analysis revealed an increased odds ratio (OR) of de novo diagnosis of post-SCI depression in AUD patients 6 months (1.671; 95% confidence interval [CI]: 1.124, 2.483) and 1 year post-injury (1.511; 95% CI: 1.071, 2.131). The OR of de novo post-SCI anxiety was unaffected by pre-injury AUD. Finally, 1 year after SCI, pre-injury AUD increased the OR of de novo diagnosis of post-injury chronic pain (1.545; 95% CI: 1.223, 1.951). Thus, pre-injury AUD may be a risk factor for development of depression and chronic pain after traumatic SCI.
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Affiliation(s)
- Beatrice Ugiliweneza
- Kentucky Spinal Cord Injury Research Center, University of Louisville, Louisville, Kentucky, USA
- Department of Neurological Surgery, University of Louisville, Louisville, Kentucky, USA
| | - Dengzhi Wang
- Kentucky Spinal Cord Injury Research Center, University of Louisville, Louisville, Kentucky, USA
- Department of Neurological Surgery, University of Louisville, Louisville, Kentucky, USA
| | - Benjamin Rood
- Kentucky Spinal Cord Injury Research Center, University of Louisville, Louisville, Kentucky, USA
- Department of Neurological Surgery, University of Louisville, Louisville, Kentucky, USA
- Graduate Program in Biochemistry and Molecular Genetics, University of Louisville, Louisville, Kentucky, USA
| | - Maxwell Boakye
- Kentucky Spinal Cord Injury Research Center, University of Louisville, Louisville, Kentucky, USA
- Department of Neurological Surgery, University of Louisville, Louisville, Kentucky, USA
| | - Camilo Castillo
- Kentucky Spinal Cord Injury Research Center, University of Louisville, Louisville, Kentucky, USA
- Department of Neurological Surgery, University of Louisville, Louisville, Kentucky, USA
| | - Michal Hetman
- Kentucky Spinal Cord Injury Research Center, University of Louisville, Louisville, Kentucky, USA
- Department of Neurological Surgery, University of Louisville, Louisville, Kentucky, USA
- Department of Anatomical Sciences and Neurobiology, University of Louisville, Louisville, Kentucky, USA
- Department of Pharmacology and Toxicology, University of Louisville School of Medicine, University of Louisville, Louisville, Kentucky, USA
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Morrison D, Pinpin C, Lee A, Sison C, Chory A, Gregersen PK, Forrest G, Kirshblum S, Harkema SJ, Boakye M, Harrop JS, Bryce TN, Schwab JM, Kwon BK, Stein AB, Bank MA, Bloom O. Profiling Immunological Phenotypes in Individuals During the First Year After Traumatic Spinal Cord Injury: A Longitudinal Analysis. J Neurotrauma 2023; 40:2621-2637. [PMID: 37221869 PMCID: PMC10722895 DOI: 10.1089/neu.2022.0500] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/25/2023] Open
Abstract
Abstract Individuals with SCI are severely affected by immune system changes, resulting in increased risk of infections and persistent systemic inflammation. While recent data support that immunological changes after SCI differ in the acute and chronic phases of living with SCI, only limited immunological phenotyping in humans is available. To characterize dynamic molecular and cellular immune phenotypes over the first year, we assess RNA (bulk-RNA sequencing), protein, and flow cytometry (FACS) profiles of blood samples from 12 individuals with SCI at 0-3 days and at 3, 6, and 12 months post injury (MPI) compared to 23 uninjured individuals (controls). We identified 967 differentially expressed (DE) genes in individuals with SCI (FDR <0.001) compared to controls. Within the first 6 MPI we detected a reduced expression of NK cell genes, consistent with reduced frequencies of CD56bright, CD56dim NK cells present at 12 MPI. Over 6MPI, we observed increased and prolonged expression of genes associated with inflammation (e.g. HMGB1, Toll-like receptor signaling) and expanded frequencies of monocytes acutely. Canonical T-cell related DE genes (e.g. FOXP3, TCF7, CD4) were upregulated during the first 6 MPI and increased frequencies of activated T cells at 3-12 MPI. Neurological injury severity was reflected in distinct whole blood gene expression profiles at any time after SCI, verifying a persistent 'neurogenic' imprint. Overall, 2876 DE genes emerge when comparing motor complete to motor incomplete SCI (ANOVA, FDR <0.05), including those related to neutrophils, inflammation, and infection. In summary, we identify a dynamic immunological phenotype in humans, including molecular and cellular changes which may provide potential targets to reduce inflammation, improve immunity, or serve as candidate biomarkers of injury severity.
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Affiliation(s)
- Debra Morrison
- The Feinstein Institutes for Medical Research, Northwell Health, Manhasset, New York, USA
| | - Camille Pinpin
- Donald and Barbara Zucker School of Medicine at Hofstra Northwell, Hempstead, New York, USA
| | - Annette Lee
- The Feinstein Institutes for Medical Research, Northwell Health, Manhasset, New York, USA
- Donald and Barbara Zucker School of Medicine at Hofstra Northwell, Hempstead, New York, USA
| | - Cristina Sison
- The Feinstein Institutes for Medical Research, Northwell Health, Manhasset, New York, USA
- Donald and Barbara Zucker School of Medicine at Hofstra Northwell, Hempstead, New York, USA
| | - Ashley Chory
- The Feinstein Institutes for Medical Research, Northwell Health, Manhasset, New York, USA
| | - Peter K. Gregersen
- The Feinstein Institutes for Medical Research, Northwell Health, Manhasset, New York, USA
- Donald and Barbara Zucker School of Medicine at Hofstra Northwell, Hempstead, New York, USA
| | - Gail Forrest
- Tim and Caroline Reynolds Center for Spinal Stimulation, Center for Mobility and Human Engineering Research, West Orange, New Jersey, USA
- Department of Physical Medicine and Rehabilitation, Rutgers New Jersey Medical School, Newark, New Jersey, USA
| | - Steven Kirshblum
- Tim and Caroline Reynolds Center for Spinal Stimulation, Center for Mobility and Human Engineering Research, West Orange, New Jersey, USA
- Department of Physical Medicine and Rehabilitation, Rutgers New Jersey Medical School, Newark, New Jersey, USA
- Kessler Institute for Rehabilitation. West Orange, New Jersey, USA
| | - Susan J. Harkema
- Kentucky Spinal Injury Research Center, School of Medicine, University of Louisville, Louisville, Kentucky, USA
- Department of Neurosurgery, School of Medicine, University of Louisville, Louisville, Kentucky, USA
| | - Maxwell Boakye
- Kentucky Spinal Injury Research Center, School of Medicine, University of Louisville, Louisville, Kentucky, USA
- Department of Neurosurgery, School of Medicine, University of Louisville, Louisville, Kentucky, USA
| | - James S. Harrop
- Department of Neurosurgery, Thomas Jefferson University Hospitals, Philadelphia, Pennsylvania, USA
| | - Thomas N. Bryce
- Department of Rehabilitation and Human Performance, Icahn School of Medicine at Mount Sinai Hospital, New York, New York, USA
| | - Jan M. Schwab
- The Belford Center for Spinal Cord Injury, Spinal Cord Division, Wexner Medical Center, The Ohio State University, Columbus, Ohio, USA
- Department of Neurology, Spinal Cord Division, Wexner Medical Center, The Ohio State University, Columbus, Ohio, USA
| | - Brian K. Kwon
- International Collaboration on Repair Discoveries (ICORD), Department of Orthopaedics, University of British Columbia, Vancouver, British Columbia, Canada
| | - Adam B. Stein
- The Feinstein Institutes for Medical Research, Northwell Health, Manhasset, New York, USA
- Donald and Barbara Zucker School of Medicine at Hofstra Northwell, Hempstead, New York, USA
| | - Matthew A. Bank
- Donald and Barbara Zucker School of Medicine at Hofstra Northwell, Hempstead, New York, USA
- North Shore University Hospital, Manhasset, New York, USA
| | - Ona Bloom
- The Feinstein Institutes for Medical Research, Northwell Health, Manhasset, New York, USA
- Donald and Barbara Zucker School of Medicine at Hofstra Northwell, Hempstead, New York, USA
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Dadey DYA, Medress ZA, Sharma M, Ugiliweneza B, Wang D, Rodrigues A, Parker J, Burton E, Williams B, Han SS, Boakye M, Skirboll S. Risk of developing glioblastoma following non-CNS primary cancer: a SEER analysis between 2000 and 2018. J Neurooncol 2023; 164:655-662. [PMID: 37792220 DOI: 10.1007/s11060-023-04460-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2023] [Accepted: 09/22/2023] [Indexed: 10/05/2023]
Abstract
BACKGROUND Patients with a prior malignancy are at elevated risk of developing subsequent primary malignancies (SPMs). However, the risk of developing subsequent primary glioblastoma (SPGBM) in patients with a prior cancer history is poorly understood. METHODS We used the Surveillance, Epidemiology, and End Results (SEER) database and identified patients diagnosed with non-CNS malignancy between 2000 and 2018. We calculated a modified standardized incidence ratio (M-SIR), defined as the ratio of the incidence of SPGBM among patients with initial non-CNS malignancy to the incidence of GBM in the general population, stratified by sex latency, and initial tumor location. RESULTS Of the 5,326,172 patients diagnosed with a primary non-CNS malignancy, 3559 patients developed SPGBM (0.07%). Among patients with SPGBM, 2312 (65.0%) were men, compared to 2,706,933 (50.8%) men in the total primary non-CNS malignancy cohort. The median age at diagnosis of SPGBM was 65 years. The mean latency between a prior non-CNS malignancy and developing a SPGBM was 67.3 months (interquartile range [IQR] 27-100). Overall, patients with a primary non-CNS malignancy had a significantly elevated M-SIR (1.13, 95% CI 1.09-1.16), with a 13% increased incidence of SPGBM when compared to the incidence of developing GBM in the age-matched general population. When stratified by non-CNS tumor location, patients diagnosed with primary melanoma, lymphoma, prostate, breast, renal, or endocrine malignancies had a higher M-SIR (M-SIR ranges: 1.09-2.15). Patients with lung cancers (M-SIR 0.82, 95% CI 0.68-0.99), or stomach cancers (M-SIR 0.47, 95% CI 0.24-0.82) demonstrated a lower M-SIR. CONCLUSION Patients with a history of prior non-CNS malignancy are at an overall increased risk of developing SPGBM relative to the incidence of developing GBM in the general population. However, the incidence of SPGBM after prior non-CNS malignancy varies by primary tumor location, with some non-CNS malignancies demonstrating either increased or decreased predisposition for SPGBM depending on tumor origin. These findings merit future investigation into whether these relationships represent treatment effects or a previously unknown shared predisposition for glioblastoma and non-CNS malignancy.
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Affiliation(s)
- David Y A Dadey
- Department of Neurosurgery, Stanford University, Stanford, CA, 94301, USA.
| | - Zachary A Medress
- Department of Neurosurgery, Stanford University, Stanford, CA, 94301, USA
| | - Mayur Sharma
- Department of Neurosurgery, University of Minnesota, Minneapolis, MN, 55455, USA
| | - Beatrice Ugiliweneza
- Department of Neurosurgery, University of Louisville, Louisville, KY, 40202, USA
| | - Dengzhi Wang
- Department of Neurosurgery, University of Louisville, Louisville, KY, 40202, USA
| | - Adrian Rodrigues
- Department of Neurosurgery, Massachusetts General Hospital, Boston, MA, 02114, USA
| | - Jonathon Parker
- Department of Neurosurgery, Mayo Clinic, Scottsdale, AZ, 85259, USA
| | - Eric Burton
- Neuro-Oncology Branch, National Cancer Institute, NIH, Bethesda, MD, 20892, USA
| | - Brian Williams
- Department of Neurosurgery, University of Louisville, Louisville, KY, 40202, USA
| | - Summer S Han
- Department of Neurosurgery, Stanford University, Stanford, CA, 94301, USA
| | - Maxwell Boakye
- Department of Neurosurgery, University of Louisville, Louisville, KY, 40202, USA
| | - Stephen Skirboll
- Department of Neurosurgery, Stanford University, Stanford, CA, 94301, USA
- Department of Surgery, Palo Alto Veterans Affairs, Palo Alto, CA, 94304, USA
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Ahmed RU, Medina‐Aguinaga D, Adams S, Knibbe CA, Morgan M, Gibson D, Kim J, Sharma M, Chopra M, Davison S, Sherwood LC, Negahdar M, Bert R, Ugiliweneza B, Hubscher C, Budde MD, Xu J, Boakye M. Predictive values of spinal cord diffusion magnetic resonance imaging to characterize outcomes after contusion injury. Ann Clin Transl Neurol 2023; 10:1647-1661. [PMID: 37501362 PMCID: PMC10502634 DOI: 10.1002/acn3.51855] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2023] [Revised: 06/21/2023] [Accepted: 07/09/2023] [Indexed: 07/29/2023] Open
Abstract
OBJECTIVES To explore filtered diffusion-weighted imaging (fDWI), in comparison with conventional magnetic resonance imaging (MRI) and diffusion tensor imaging (DTI), as a predictor for long-term locomotor and urodynamic (UD) outcomes in Yucatan minipig model of spinal cord injury (SCI). Additionally, electrical conductivity of neural tissue using D-waves above and below the injury was measured to assess correlations between fDWI and D-waves data. METHODS Eleven minipigs with contusion SCI at T8-T10 level underwent MRI at 3T 4 h. post-SCI. Parameters extracted from region of interest analysis included Daxial from fDWI at injury site, fractional anisotropy and radial diffusivity from DTI above the injury site along with measures of edema length and cord width at injury site from T2 -weighted images. Locomotor recovery was assessed pre- and weekly post-SCI through porcine thoracic injury behavior scale (PTIBS) and UD were performed pre- and at 12 weeks of SCI. D-waves latency and amplitude differences were recorded before and immediately after SCI. RESULTS Two groups of pigs were found based on the PTIBS at week 12 (p < 0.0001) post-SCI and were labeled "poor" and "good" recovery. D-waves amplitude decreased below injury and increased above injury. UD outcomes pre/post SCI changed significantly. Conventional MRI metrics from T2 -weighted images were significantly correlated with diffusion MRI metrics. Daxial at injury epicenter was diminished by over 50% shortly after SCI, and it differentiated between good and poor locomotor recovery and UD outcomes. INTERPRETATION Similar to small animal studies, fDWI from acute imaging after SCI is a promising predictor for functional outcomes in large animals.
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Affiliation(s)
- Rakib Uddin Ahmed
- Department of Neurological Surgery and Kentucky Spinal Cord Injury Research CenterUniversity of LouisvilleLouisvilleKentuckyUSA
| | - Daniel Medina‐Aguinaga
- Department of Anatomical Sciences and NeurobiologyUniversity of LouisvilleLouisvilleKentuckyUSA
| | - Shawns Adams
- Department of NeurosurgeryDuke UniversityRaleighNorth CarolinaUSA
| | - Chase A. Knibbe
- Department of Neurological Surgery and Kentucky Spinal Cord Injury Research CenterUniversity of LouisvilleLouisvilleKentuckyUSA
| | - Monique Morgan
- Department of Neurological Surgery and Kentucky Spinal Cord Injury Research CenterUniversity of LouisvilleLouisvilleKentuckyUSA
| | - Destiny Gibson
- Department of Neurological Surgery and Kentucky Spinal Cord Injury Research CenterUniversity of LouisvilleLouisvilleKentuckyUSA
| | - Joo‐won Kim
- Department of RadiologyBaylor College of MedicineHoustonTexasUSA
- Department of PsychiatryBaylor College of MedicineHoustonTexasUSA
| | - Mayur Sharma
- Department of Neurological Surgery and Kentucky Spinal Cord Injury Research CenterUniversity of LouisvilleLouisvilleKentuckyUSA
| | - Manpreet Chopra
- Department of Neurological Surgery and Kentucky Spinal Cord Injury Research CenterUniversity of LouisvilleLouisvilleKentuckyUSA
| | - Steven Davison
- Comparative Medicine Research UnitUniversity of LouisvilleLouisvilleKentuckyUSA
| | - Leslie C. Sherwood
- Comparative Medicine Research UnitUniversity of LouisvilleLouisvilleKentuckyUSA
| | - M.J. Negahdar
- Department of RadiologyUniversity of LouisvilleLouisvilleKentuckyUSA
| | - Robert Bert
- Department of RadiologyUniversity of LouisvilleLouisvilleKentuckyUSA
| | - Beatrice Ugiliweneza
- Department of Neurological Surgery and Kentucky Spinal Cord Injury Research CenterUniversity of LouisvilleLouisvilleKentuckyUSA
| | - Charles Hubscher
- Department of Anatomical Sciences and NeurobiologyUniversity of LouisvilleLouisvilleKentuckyUSA
| | - Matthew D. Budde
- Department of NeurosurgeryMedical College of WisconsinMilwaukeeWisconsinUSA
- Clement J. Zablocki Veterans Affairs Medical CenterMilwaukeeWisconsinUSA
| | - Junqian Xu
- Department of RadiologyBaylor College of MedicineHoustonTexasUSA
- Department of PsychiatryBaylor College of MedicineHoustonTexasUSA
| | - Maxwell Boakye
- Department of Neurological Surgery and Kentucky Spinal Cord Injury Research CenterUniversity of LouisvilleLouisvilleKentuckyUSA
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Ugiliweneza B, Boakye M, Ohri SS, Whittemore SR, Hetman M. Associations Between Diurnal Timing of Spinal Cord Injury and Its Etiology and Co-Morbidities. J Neurotrauma 2023; 40:1959-1969. [PMID: 36628481 PMCID: PMC10460688 DOI: 10.1089/neu.2022.0411] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023] Open
Abstract
Circadian rhythms play a role in time-of-day differences in risk, presenting severity and outcomes of stroke. Injury time-of-day effects, however, on occurrence, presenting severity and acute hospital outcomes have not been yet reported in patients with neurotrauma. Therefore, acute post-spinal cord injury hospitalization records of 759 patients from the prospective NACTN registry that contained information about the time of injury were analyzed. No major demographic differences were observed between groups with time of injury between 6:00-12:00, 12:00-18:00, 18:00-24:00, or 0:00-6:00. Two etiological factors including falls or sports/recreation-related accidents showed significant effects of time of injury with peaks in the 6:00-12:00 or 18:00-24:00 groups, respectively. History of diabetes or drug abuse was also significantly related to injury timing peaking in 6:00-12:00 or 18:00-24:00 groups, respectively. ASIA score-determined presenting severity during the first week post-injury was not significantly affected by timing of injury. Pairwise comparisons, however, revealed worse motor but not sensory ASIA scores after injuries at 24:00-6:00 than any other group. These data suggest diurnal modulation of spinal cord injury risk because of specific mechanisms such as falls or sports-related accidents. Moreover, some co-morbidities may interact with those injury mechanisms as exemplified by the established risk elevation of falls in those with diabetes mellitus. Finally, while diurnal timing of the injury may modulate presenting severity, more patient records are needed to verify those effects.
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Affiliation(s)
- Beatrice Ugiliweneza
- Kentucky Spinal Cord Injury Research Center and Departments of University of Louisville School of Medicine, Louisville, Kentucky, USA
- Neurological Surgery, University of Louisville School of Medicine, Louisville, Kentucky, USA
- Department of Health Management and Systems Science, School of Public Health and Information Sciences, Louisville, Kentucky, USA
| | - Maxwell Boakye
- Kentucky Spinal Cord Injury Research Center and Departments of University of Louisville School of Medicine, Louisville, Kentucky, USA
- Neurological Surgery, University of Louisville School of Medicine, Louisville, Kentucky, USA
| | - Sujata Saraswat Ohri
- Kentucky Spinal Cord Injury Research Center and Departments of University of Louisville School of Medicine, Louisville, Kentucky, USA
- Neurological Surgery, University of Louisville School of Medicine, Louisville, Kentucky, USA
| | - Scott R. Whittemore
- Kentucky Spinal Cord Injury Research Center and Departments of University of Louisville School of Medicine, Louisville, Kentucky, USA
- Neurological Surgery, University of Louisville School of Medicine, Louisville, Kentucky, USA
- Anatomical Sciences and Neurobiology, and University of Louisville School of Medicine, Louisville, Kentucky, USA
- Pharmacology and Toxicology, University of Louisville School of Medicine, Louisville, Kentucky, USA
| | - Michal Hetman
- Kentucky Spinal Cord Injury Research Center and Departments of University of Louisville School of Medicine, Louisville, Kentucky, USA
- Neurological Surgery, University of Louisville School of Medicine, Louisville, Kentucky, USA
- Anatomical Sciences and Neurobiology, and University of Louisville School of Medicine, Louisville, Kentucky, USA
- Pharmacology and Toxicology, University of Louisville School of Medicine, Louisville, Kentucky, USA
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Chow DSL, Nguyen A, Park J, Wu L, Toups EG, Harrop JS, Guest JD, Schmitt KM, Aarabi B, Fehlings MG, Boakye M, Grossman RG. Riluzole in Spinal Cord Injury Study (RISCIS)-Pharmacokinetic (PK) Sub-Study: An Analysis of Pharmacokinetics, Pharmacodynamics, and Impact on Axonal Degradation of Riluzole in Patients With Traumatic Cervical Spinal Cord Injury Enrolled in the RISCIS Phase III Randomized Controlled Trial. J Neurotrauma 2023; 40:1889-1906. [PMID: 37130044 DOI: 10.1089/neu.2022.0499] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/03/2023] Open
Abstract
To date, no drug therapy has shown significant efficacy in improving functional outcomes in patients with acute spinal cord injury (SCI). Riluzole is an approved benzothiazole sodium channel blocker to attenuate neurodegeneration in amyotrophic lateral sclerosis (ALS) and is of interest for neuroprotection in SCI. In a Phase I clinical trial (ClinicalTrials.gov Identifier: NCT00876889), riluzole was well tolerated with a 2-week treatment at the dose level approved for ALS and exhibited potential efficacy in patients with SCI. The acute and progressive nature of traumatic SCI and the complexity of secondary injury processes alter the pharmacokinetics (PK) of therapeutics. In the PK sub-study of the multi-center, randomized, placebo-controlled, double-blinded Riluzole in Spinal Cord Injury Study (RISCIS) Phase II/III trial (ClinicalTrials.gov Identifier: NCT01597518), a total of 32 SCI patients were enrolled, and most of our patients were middle-age Caucasian males with head and neck injuries. We studied the PK and pharmacodynamics (PD) of riluzole on motor recovery, measured by International Standards for Neurological Classification of SCI (ISNCSCI) Motor Score at injury and at 3-month and 6-month follow-ups, along with levels of the axonal injury biomarker phosphorylated neurofilament heavy chain (pNF-H), during the 2-week treatment. PK modeling, PK/PD correlations were developed to identify the potential effective exposure of riluzole for intended PD outcomes. The longitudinal impacts of SCI on the PK of riluzole are characterized. A time-varying population PK model of riluzole is established, incorporating time-varying clearance and volume of distribution from combined data of Phase I and Phase II/III trials. With the developed model, a rational, optimal dosing scheme can be designed with time-dependent modification to preserve the required therapeutic exposure of riluzole. The PD of riluzole and the relationship between PK and neurological outcomes of the treatment were established. The time course of efficacy in total motor score improvement (ΔTMS) and pNF-H were monitored. A three-dimensional (3D) PK/PD correlation was established for ΔTMS at 6 months with overall riluzole exposure area under the curve for Day 0-Day14 (AUCD0-D14) and baseline TMS for individual patients. Patients with baseline TMS between 1 and 36 benefited from the optimal exposure range of 16-48 mg*h/mL. The PD models of pNF-H revealed the riluzole efficacy, as treated subjects exhibited a diminished increase in progression of pNF-H, indicative of reduced axonal breakdown. The independent parameter of area between effective curves (ABEC) between the time profiles of pNF-H in placebo and treatment groups was statistically identified as a significant predictor for the treatment effect on the biomarker. A mechanistic clinical outcomes (CO)/PD (pNF-H) model was established, and the proposed structure demonstrated the feasibility of PK/PD/CO correlation model. No appreciable hepatic toxicity was observed with the current riluzole treatment regimen. The development of effective treatment for SCI is challenging. However, the future model-informed and PK-guided drug development and regimen modification can be rationally executed with the optimal dosing regimen design based on the developed 3D PK/PD model. The PK/PD/CO model can serve as a rational guide for future drug development, PKPD model refinement, and extension to other studies in SCI settings.
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Affiliation(s)
- Diana Shu-Lian Chow
- Department of Pharmacological and Pharmaceutical Sciences, College of Pharmacy, University of Houston, Houston, Texas, USA
| | - Ashley Nguyen
- Department of Pharmacological and Pharmaceutical Sciences, College of Pharmacy, University of Houston, Houston, Texas, USA
- Janssen Pharmaceutical Companies of Johnson & Johnson, Philadelphia, Pennsylvania, USA
| | - Junghwa Park
- Department of Pharmacological and Pharmaceutical Sciences, College of Pharmacy, University of Houston, Houston, Texas, USA
| | - Lei Wu
- Department of Pharmacological and Pharmaceutical Sciences, College of Pharmacy, University of Houston, Houston, Texas, USA
- AbbVie Pharmaceuticals, Chicago, Illinois, USA
| | | | - James Shields Harrop
- Department of Neurosurgery, Thomas Jefferson University, Philadelphia, Pennsylvania, USA
| | - James David Guest
- Department of Neurological Surgery, Miller School of Medicine, University of Miami, Miami, Florida, USA
| | - Karl Michael Schmitt
- Department of Neurosurgery, Health Science Center, University of Texas, Houston, Texas, USA
| | - Bizhan Aarabi
- Department of Neurosurgery, University of Maryland, Baltimore, Maryland, USA
| | - Michael George Fehlings
- Division of Neurosurgery and Spine Program, Toronto Western Hospital, University of Toronto, Ontario, Canada
| | - Maxwell Boakye
- Department of Neurosurgery, University of Louisville, Louisville, Kentucky, USA
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Wilkinson RL, Isakov RV, Anele UA, Castillo C, Herrity A, Sharma M, Wang D, Boakye M, Ugiliweneza B. Depression phenotypes in spinal cord injury and impact on post-injury healthcare utilization and cost: Analysis using a large claim database. J Spinal Cord Med 2023:1-16. [PMID: 37432058 DOI: 10.1080/10790268.2023.2223446] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 07/12/2023] Open
Abstract
CONTEXT/OBJECTIVE Depression is the most common psychological comorbidity associated with spinal cord injury (SCI) and affects healthcare utilization and costs. This study aimed to use an International Classification of Disease (ICD) and prescription drug-based depression phenotypes to classify people with SCI, and to evaluate the prevalence of those phenotypes, associated risk factors, and healthcare utilization. DESIGN Retrospective Observational Study. SETTING Marketscan Database (2000-2019). PARTICIPANTS Individuals with SCI were classified into six ICD-9/10, and prescription drugs defined phenotypes: Major Depressive Disorder (MDD), Other Depression (OthDep), Antidepressants for Other Psychiatric Conditions (PsychRx), Antidepressants for non-psychiatric condition (NoPsychRx), Other Non-depression Psychiatric conditions only (NonDepPsych), and No Depression (NoDep). Except for the latter, all the other groups were referred to as "depressed phenotypes". Data were screened for 24 months pre- and 24 months post-injury depression. INTERVENTIONS None. OUTCOME MEASURES Healthcare utilization and payments. RESULTS There were 9,291 patients with SCI classified as follows: 16% MDD, 11% OthDep, 13% PsychRx, 13% NonPsychRx, 14% NonDepPsych, 33% NoDep. Compared with the NoDep group, the MDD group was younger (54 vs. 57 years old), predominantly female (55% vs. 42%), with Medicaid coverage (42% vs. 12%), had increased comorbidities (69% vs. 54%), had fewer traumatic injuries (51% vs. 54%) and had higher chronic 12-month pre-SCI opioid use (19% vs. 9%) (all P < 0.0001). Classification into a depressed phenotype before SCI was found to be significantly associated with depression phenotype post-SCI, as evidenced by those who experienced a negative change (37%) vs. a positive change (15%, P < 0.0001). Patients in the MDD cohort had higher healthcare utilization and associated payments at 12 and 24 months after SCI. CONCLUSION Increasing awareness of psychiatric history and MDD risk factors may improve identifying and managing higher-risk patients with SCI, ultimately optimizing their post-injury healthcare utilization and cost. This method of classifying depression phenotypes provides a simple and practical way to obtain this information by screening through pre-injury medical records.
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Affiliation(s)
| | - Roman V Isakov
- University of Louisville School of Medicine, Louisville, KY, USA
| | - Uzoma A Anele
- Department of Urology, University of Louisville, Louisville, KY, USA
| | - Camilo Castillo
- Department of Neurological Surgery, University of Louisville, Louisville, KY, USA
| | - April Herrity
- Department of Neurological Surgery, University of Louisville, Louisville, KY, USA
- Kentucky Spinal Cord Injury Research Center, University of Louisville, Lousville, KY, USA
| | - Mayur Sharma
- Department of Neurological Surgery, University of Louisville, Louisville, KY, USA
| | - Dengzhi Wang
- Department of Neurological Surgery, University of Louisville, Louisville, KY, USA
- Kentucky Spinal Cord Injury Research Center, University of Louisville, Lousville, KY, USA
| | - Maxwell Boakye
- Department of Neurological Surgery, University of Louisville, Louisville, KY, USA
- Kentucky Spinal Cord Injury Research Center, University of Louisville, Lousville, KY, USA
| | - Beatrice Ugiliweneza
- Department of Neurological Surgery, University of Louisville, Louisville, KY, USA
- Kentucky Spinal Cord Injury Research Center, University of Louisville, Lousville, KY, USA
- Department of Health Management and Systems Science, University of Louisville, Louisville, KY, USA
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10
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Boakye M, Adanu SK, Adu-Gyamfi C, Asare RK, Asantewaa-Tannor P, Ayimah JC, Agbosu WK. A Relative Importance Index Approach to On-Site Building Construction Workers' Perception of Occupational Hazards Assessment. Med Lav 2023; 114:e2023024. [PMID: 37309882 DOI: 10.23749/mdl.v114i3.14240] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Subscribe] [Scholar Register] [Received: 02/06/2023] [Accepted: 04/12/2023] [Indexed: 06/14/2023]
Abstract
BACKGROUND The construction industry has a percentage of work-related injuries and fatalities. Workers' perception of occupational hazards exposure can be a proactive management tool in knowing the state of construction site safety performance. This study aimed to assess the hazard perception of on-site construction workers in Ghana. METHODS Using a structured questionnaire, data was collected from 197 construction workers at live building sites in the Ho Municipality. The data were analyzed using the Relative Importance Index (RII) approach. RESULTS The study revealed that on-site construction workers perceived ergonomic hazards as the most frequent, followed by physical, phycological, biological, and chemical hazards. The importance level of RII revealed that long working hours and bending or twisting back during task performance were perceived as the most severe hazards. Long working hours had the highest overall RII ranking, followed by bending or twisting back during task performance, manual lifting of objects or loads, scorching temperatures, and lengthy standing for prolonged periods. CONCLUSIONS Given the adverse health effects of working for long hours, the management of Ghanaian construction industries needs to reinforce the legislation on working hours to safeguard workers' occupational health. Safety professionals can use the study's findings to improve safety performance in the Ghanaian construction industry.
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Affiliation(s)
- Maxwell Boakye
- Department of Environmental Science, Ho Technical University.
| | - Selase Kofi Adanu
- Department of Environmental Science, Ho Technical University, Ho, Ghana.
| | | | | | | | - John Coker Ayimah
- Department of Mathematics and Statistics, Ho Technical University, Ho, Ghana.
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11
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Knibbe CA, Ahmed RU, Wilkins F, Sharma M, Ethridge J, Morgan M, Gibson D, Cooper KB, Howland DR, Vadhanam MV, Barve SS, Davison S, Sherwood LC, Semler J, Abell T, Boakye M. SmartPill™ Administration to Assess Gastrointestinal Function after Spinal Cord Injury in a Porcine Model-A Preliminary Study. Biomedicines 2023; 11:1660. [PMID: 37371755 DOI: 10.3390/biomedicines11061660] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2023] [Revised: 06/02/2023] [Accepted: 06/04/2023] [Indexed: 06/29/2023] Open
Abstract
Gastrointestinal (GI) complications, including motility disorders, metabolic deficiencies, and changes in gut microbiota following spinal cord injury (SCI), are associated with poor outcomes. After SCI, the autonomic nervous system becomes unbalanced below the level of injury and can lead to severe GI dysfunction. The SmartPill™ is a non-invasive capsule that, when ingested, transmits pH, temperature, and pressure readings that can be used to assess effects in GI function post-injury. Our minipig model allows us to assess these post-injury changes to optimize interventions and ultimately improve GI function. The aim of this study was to compare pre-injury to post-injury transit times, pH, and pressures in sections of GI tract by utilizing the SmartPill™ in three pigs after SCI at 2 and 6 weeks. Tributyrin was administered to two pigs to assess the influences on their gut microenvironment. We observed prolonged GET (Gastric Emptying Time) and CTT (Colon Transit Time), decreases in contraction frequencies (Con freq) in the antrum of the stomach, colon, and decreases in duodenal pressures post-injury. We noted increases in Sum amp generated at 2 weeks post-injury in the colon, with corresponding decreases in Con freq. We found transient changes in pH in the colon and small intestine at 2 weeks post-injury, with minimal effect on stomach pH post-injury. Prolonged GETs and CTTs can influence the absorptive profile in the gut and contribute to pathology development. This is the first pilot study to administer the SmartPill™ in minipigs in the context of SCI. Further investigations will elucidate these trends and characterize post-SCI GI function.
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Affiliation(s)
- Chase A Knibbe
- Department of Neurological Surgery, Kentucky Spinal Cord Injury Research Center, University of Louisville, Louisville, KY 40202, USA
| | - Rakib Uddin Ahmed
- Department of Neurological Surgery, Kentucky Spinal Cord Injury Research Center, University of Louisville, Louisville, KY 40202, USA
| | - Felicia Wilkins
- Department of Neurological Surgery, Kentucky Spinal Cord Injury Research Center, University of Louisville, Louisville, KY 40202, USA
| | - Mayur Sharma
- Department of Neurological Surgery, Kentucky Spinal Cord Injury Research Center, University of Louisville, Louisville, KY 40202, USA
| | - Jay Ethridge
- Department of Neurological Surgery, Kentucky Spinal Cord Injury Research Center, University of Louisville, Louisville, KY 40202, USA
| | - Monique Morgan
- Department of Neurological Surgery, Kentucky Spinal Cord Injury Research Center, University of Louisville, Louisville, KY 40202, USA
| | - Destiny Gibson
- Department of Neurological Surgery, Kentucky Spinal Cord Injury Research Center, University of Louisville, Louisville, KY 40202, USA
| | - Kimberly B Cooper
- Department of Neurological Surgery, Kentucky Spinal Cord Injury Research Center, University of Louisville, Louisville, KY 40202, USA
| | - Dena R Howland
- Department of Neurological Surgery, Kentucky Spinal Cord Injury Research Center, University of Louisville, Louisville, KY 40202, USA
- Research Service, Robley Rex Veterans Affairs Medical Center, Louisville, KY 40206, USA
| | - Manicka V Vadhanam
- Division of Gastroenterology, Hepatology and Nutrition, Department of Internal Medicine, University of Louisville, Louisville, KY 40202, USA
| | - Shirish S Barve
- Division of Gastroenterology, Hepatology and Nutrition, Department of Internal Medicine, University of Louisville, Louisville, KY 40202, USA
| | - Steven Davison
- Comparative Medicine Research Unit, University of Louisville, Louisville, KY 40202, USA
| | - Leslie C Sherwood
- Comparative Medicine Research Unit, University of Louisville, Louisville, KY 40202, USA
| | | | - Thomas Abell
- Division of Gastroenterology, Hepatology and Nutrition, Department of Internal Medicine, University of Louisville, Louisville, KY 40202, USA
| | - Maxwell Boakye
- Department of Neurological Surgery, Kentucky Spinal Cord Injury Research Center, University of Louisville, Louisville, KY 40202, USA
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12
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Angeli C, Rejc E, Boakye M, Herrity A, Mesbah S, Hubscher C, Forrest G, Harkema S. Targeted Selection of Stimulation Parameters for Restoration of Motor and Autonomic Function in Individuals With Spinal Cord Injury. Neuromodulation 2023:S1094-7159(23)00148-4. [PMID: 37140522 PMCID: PMC10624649 DOI: 10.1016/j.neurom.2023.03.014] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2022] [Revised: 03/24/2023] [Accepted: 03/29/2023] [Indexed: 05/05/2023]
Abstract
STUDY DESIGN This is a report of methods and tools for selection of task and individual configurations targeted for voluntary movement, standing, stepping, blood pressure stabilization, and facilitation of bladder storage and emptying using tonic-interleaved excitation of the lumbosacral spinal cord. OBJECTIVES This study aimed to present strategies used for selection of stimulation parameters for various motor and autonomic functions. CONCLUSIONS Tonic-interleaved functionally focused neuromodulation targets a myriad of consequences from spinal cord injury with surgical implantation of the epidural electrode at a single location. This approach indicates the sophistication of the human spinal cord circuitry and its important role in the regulation of motor and autonomic functions in humans.
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Affiliation(s)
- Claudia Angeli
- Department of Bioengineering, University of Louisville, Louisville, KY, USA; Kentucky Spinal Cord Injury Center, University of Louisville, Louisville, KY, USA; Frazier Rehabilitation Institute, University of Louisville Health, Louisville, KY, USA.
| | - Enrico Rejc
- Kentucky Spinal Cord Injury Center, University of Louisville, Louisville, KY, USA; Department of Neurological Surgery, University of Louisville, Louisville, KY, USA
| | - Maxwell Boakye
- Kentucky Spinal Cord Injury Center, University of Louisville, Louisville, KY, USA; Department of Neurological Surgery, University of Louisville, Louisville, KY, USA
| | - April Herrity
- Kentucky Spinal Cord Injury Center, University of Louisville, Louisville, KY, USA; Department of Neurological Surgery, University of Louisville, Louisville, KY, USA; Department of Physiology, University of Louisville, Louisville, KY, USA
| | - Samineh Mesbah
- Kentucky Spinal Cord Injury Center, University of Louisville, Louisville, KY, USA
| | - Charles Hubscher
- Kentucky Spinal Cord Injury Center, University of Louisville, Louisville, KY, USA; Department of Anatomical Sciences and Neurobiology, University of Louisville, Louisville, KY, USA
| | - Gail Forrest
- Human Performance and Engineering Research, Kessler Foundation, West Orange, NJ, USA; Department of Physical Medicine and Rehabilitation, Rutgers New Jersey Medical School, Newark, NJ, USA
| | - Susan Harkema
- Kentucky Spinal Cord Injury Center, University of Louisville, Louisville, KY, USA; Frazier Rehabilitation Institute, University of Louisville Health, Louisville, KY, USA; Department of Neurological Surgery, University of Louisville, Louisville, KY, USA
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13
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Sharma M, Wang D, Scott V, Ugiliweneza B, Potts K, Savage J, Boakye M, Andaluz N, Williams BJ. Intraoperative MRI use in transsphenoidal surgery for pituitary tumors: Trends and healthcare utilization. J Clin Neurosci 2023; 111:86-90. [PMID: 36989768 DOI: 10.1016/j.jocn.2023.03.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2023] [Revised: 03/08/2023] [Accepted: 03/17/2023] [Indexed: 03/29/2023]
Abstract
BACKGROUND Intraoperative magnetic resonance imaging (iMRI) use in transsphenoidal approach (TSA) for pituitary tumors (PTs) has been reported to improve the extent of resection (EOR). The aim of this study is to report the trends and the impact of iMRI on healthcare utilization in patients who underwent TSA for PTs. MATERIALS AND METHODS MarketScan database were queried using the ICD-9/10 and CPT-4, from 2004 to 2020. We included patients ≥ 18 years of age PTs with > 1 year follow-up. Outcomes were length of stay (LOS), discharge disposition, hospital/emergency room (ER) re-admissions, outpatient services, medication refills and corresponding payments. RESULTS A cohort of 10,192 patients were identified from the database, of these 141 patients (1.4%) had iMRI used during the procedure. Use of iMRI for PTs remained stable (2004-2007: 0.85%; 2008-2011: 1.6%; 2012-2015:1.4% and 2016-2019: 1.46%). No differences in LOS (median 3 days each), discharge to home (93% vs. 94%), complication rates (7% vs. 13%) and payments ($34604 vs. $33050) at index hospitalization were noted. Post-discharge payments were not significantly different without and with iMRI use at 6-months ($8315 vs. $ 7577, p = 0.7) and 1-year ($13,654 vs. $ 14,054, p = 0.70), following the index procedure. CONCLUSION iMRI use during TSA for PTs remained stable with no impact on LOS, complications, discharge disposition and index payments. Also, there was no difference in combined index payments at 6-months, and 1-year after the index procedure in patients with and without iMRI use for PTs.
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14
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Sharma M, Wang D, Ugiliweneza B, Pahwa B, Boakye M, Williams BJ, Abecassis I. Trends and Impact of Treatment modalities (Surgery and Radiation Therapy) on Health Care utilization in patients with Glomus Jugulare Tumors (GJTs): An Inverse Probability of Treatment Weight Analysis. World Neurosurg 2023:S1878-8750(23)00542-9. [PMID: 37087034 DOI: 10.1016/j.wneu.2023.04.057] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2023] [Revised: 04/12/2023] [Accepted: 04/13/2023] [Indexed: 04/24/2023]
Abstract
OBJECTIVES The trend of practice pattern and impact on healthcare utilization for surgery and radiation therapy (RT) in patients with glomus Jugulare tumors (GJTs) is not well defined. MATERIALS AND METHODS MarketScan database was queried using the ICD-9/10 and CPT 4th edition, 2000-2020. We included patients ≥ 18 years of age who underwent either surgery or RT with at-least 1-year follow-up. We compared the health care utilization at 3-month, 6-month and 1-year follow up using the inverse probability of treatment weight (IPTW) technique. RESULTS A cohort of 333 patients was identified. Of these, 72.7% (n=242) underwent RT and 27.3% (n=91) underwent surgery. RT use increased from 2002-2004 (50%) to 2017-2019 (91%). Patients in the surgery cohort were younger (median age 49 vs. 56 years, p<0.0001) and had a higher 3+ comorbidity index (34% vs. 30%, p=0.43) compared to patients in the RT cohort. Patient who underwent surgery had higher complications at index hospitalization (22% vs. 6%, p<0.0001) and at 30 days (14% vs. 5%, p=0.0042). No difference in combined index and 6- or 12-months payments were noted (6-months: surgery, $66108, RT: $43509, p=0.1034; 12-months: surgery, $73259, RT: $51576, p=0.1817). Only 4% of patients who had initial RT underwent RT and none underwent surgery at 12 months, whereas 6% of patients who had initial surgery underwent RT and 2% underwent surgery at 12 months. CONCLUSION RT plays an increasingly important role in the treatment for patients with GJTs, with less complications and a comparable health care utilization at 1 year.
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Affiliation(s)
- Mayur Sharma
- Department of Neurosurgery, University of Louisville, 200 Abraham Flexner Hwy, Louisville, KY, U.S.A, 40202; Department of Neurosurgery, University of Minnesota, MMC 96, 420 Delaware St. SE, Minneapolis, MN, 55455.
| | - Dengzhi Wang
- Department of Neurosurgery, University of Louisville, 200 Abraham Flexner Hwy, Louisville, KY, U.S.A, 40202
| | - Beatrice Ugiliweneza
- Department of Neurosurgery, University of Louisville, 200 Abraham Flexner Hwy, Louisville, KY, U.S.A, 40202
| | - Bhavya Pahwa
- University College of Medical Sciences and GTB Hospital, Delhi, India
| | - Maxwell Boakye
- Department of Neurosurgery, University of Louisville, 200 Abraham Flexner Hwy, Louisville, KY, U.S.A, 40202
| | - Brian J Williams
- Department of Neurosurgery, University of Louisville, 200 Abraham Flexner Hwy, Louisville, KY, U.S.A, 40202
| | - Isaac Abecassis
- Department of Neurosurgery, University of Louisville, 200 Abraham Flexner Hwy, Louisville, KY, U.S.A, 40202
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Sharma M, Ugiliweneza B, Boakye M, Drazin D. 176 Use of Computed Assisted Neuronavigation During Spine Fusions and Long-term Health Care Utilization: An Exact Matched Analysis of National Administrative Database. Neurosurgery 2023. [DOI: 10.1227/neu.0000000000002375_176] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/18/2023] Open
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Boakye M, Ball T, Dietz N, Sharma M, Angeli C, Rejc E, Kirshblum S, Forrest G, Arnold FW, Harkema S. Spinal cord epidural stimulation for motor and autonomic function recovery after chronic spinal cord injury: A case series and technical note. Surg Neurol Int 2023; 14:87. [PMID: 37025529 PMCID: PMC10070319 DOI: 10.25259/sni_1074_2022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2022] [Accepted: 02/14/2023] [Indexed: 03/19/2023] Open
Abstract
Background:
Traumatic spinal cord injury (tSCI) is a debilitating condition, leading to chronic morbidity and mortality. In recent peer-reviewed studies, spinal cord epidural stimulation (scES) enabled voluntary movement and return of over-ground walking in a small number of patients with motor complete SCI. Using the most extensive case series (n = 25) for chronic SCI, the present report describes our motor and cardiovascular and functional outcomes, surgical and training complication rates, quality of life (QOL) improvements, and patient satisfaction results after scES.
Methods:
This prospective study occurred at the University of Louisville from 2009 to 2020. scES interventions began 2–3 weeks after surgical implantation of the scES device. Perioperative complications were recorded as well as long-term complications during training and device related events. QOL outcomes and patient satisfaction were evaluated using the impairment domains model and a global patient satisfaction scale, respectively.
Results:
Twenty-five patients (80% male, mean age of 30.9 ± 9.4 years) with chronic motor complete tSCI underwent scES using an epidural paddle electrode and internal pulse generator. The interval from SCI to scES implantation was 5.9 ± 3.4 years. Two participants (8%) developed infections, and three additional patients required washouts (12%). All participants achieved voluntary movement after implantation. A total of 17 research participants (85%) reported that the procedure either met (n = 9) or exceeded (n = 8) their expectations, and 100% would undergo the operation again.
Conclusion:
scES in this series was safe and achieved numerous benefits on motor and cardiovascular regulation and improved patient-reported QOL in multiple domains, with a high degree of patient satisfaction. The multiple previously unreported benefits beyond improvements in motor function render scES a promising option for improving QOL after motor complete SCI. Further studies may quantify these other benefits and clarify scES’s role in SCI patients.
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Affiliation(s)
- Maxwell Boakye
- Department of Neurosurgery, University of Louisville, Louisville, Kentucky,
| | - Tyler Ball
- Department of Neurosurgery, Vanderbilt University, Nashville,
| | - Nicholas Dietz
- Department of Neurosurgery, University of Louisville, Louisville, Kentucky,
| | - Mayur Sharma
- Department of Neurosurgery, University of Louisville, Louisville, Kentucky,
| | - Claudia Angeli
- Department of Neurosurgery, University of Louisville, Louisville, Kentucky,
| | - Enrico Rejc
- Department of Neurosurgery, University of Louisville, Louisville, Kentucky,
| | - Steven Kirshblum
- Department of Physical Medicine Rehabilitation, Rutgers, Newark, New Jersey,
| | - Gail Forrest
- Department of Physical Medicine Rehabilitation, Rutgers, Newark, New Jersey,
| | - Forest W. Arnold
- Department of Infectious Diseases, University of Louisville, Louisville, United States
| | - Susan Harkema
- Department of Neurosurgery, University of Louisville, Louisville, Kentucky,
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Wilkinson RL, Castillo C, Herrity A, Wang D, Sharma M, Dietz N, Adams S, Khattar N, Nuno M, Drazin D, Boakye M, Ugiliweneza B. Opioid Dependence and Associated Health Care Utilization and Cost in Traumatic Spinal Cord Injury Population: Analysis Using Marketscan Database. Top Spinal Cord Inj Rehabil 2023; 29:118-130. [PMID: 36819927 PMCID: PMC9936895 DOI: 10.46292/sci22-00026] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/17/2023]
Abstract
Background Postinjury pain is a well-known debilitating complication of spinal cord injury (SCI), often resulting in long-term, high-dose opioid use with the potential for dependence. There is a gap in knowledge about the risk of opioid dependence and the associated health care utilization and cost in SCI. Objectives To evaluate the association of SCI with postinjury opioid use and dependence and evaluate the effect of this opioid dependence on postinjury health care utilization. Methods Using the MarketScan Database, health care utilization claims data were queried to extract 7187 adults with traumatic SCI from 2000 to 2019. Factors associated with post-SCI opioid use and dependence, postinjury health care utilization, and payments were analyzed with generalized linear regression models. Results After SCI, individuals were more likely to become opioid users or transition from nondependent to dependent users (negative change: 31%) than become nonusers or transition from dependent to nondependent users (positive change: 14%, p < .0001). Individuals who were opioid-dependent users pre-SCI had more than 30 times greater odds of becoming dependent after versus not (OR 34; 95% CI, 26-43). Dependent users after injury (regardless of prior use status) had 2 times higher utilization payments and 1.2 to 6 times more health care utilization than nonusers. Conclusion Opioid use and dependence were associated with high health care utilization and cost after SCI. Pre-SCI opioid users were more likely to remain users post-SCI and were heavier consumers of health care. Pre- and postopioid use history should be considered for treatment decision-making in all individuals with SCI.
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Affiliation(s)
| | - Camilo Castillo
- Department of Neurological Surgery, University of Louisville, Louisville, Kentucky
| | - April Herrity
- Department of Neurological Surgery, University of Louisville, Louisville, Kentucky
- Kentucky Spinal Cord Injury Research Center, University of Louisville, Lousville, Kentucky
| | - Dengzhi Wang
- Department of Neurological Surgery, University of Louisville, Louisville, Kentucky
- Kentucky Spinal Cord Injury Research Center, University of Louisville, Lousville, Kentucky
| | - Mayur Sharma
- Department of Neurological Surgery, University of Louisville, Louisville, Kentucky
| | - Nick Dietz
- Department of Neurological Surgery, University of Louisville, Louisville, Kentucky
| | - Shawn Adams
- Department of Neurological Surgery, University of Louisville, Louisville, Kentucky
| | - Nicholas Khattar
- Department of Neurological Surgery, University of Louisville, Louisville, Kentucky
| | - Miriam Nuno
- Department of Public Health Science, University of California, Davis
| | - Doniel Drazin
- College of Medicine Pacific Northwest, Yamika, Washington
| | - Maxwell Boakye
- Department of Neurological Surgery, University of Louisville, Louisville, Kentucky
- Kentucky Spinal Cord Injury Research Center, University of Louisville, Lousville, Kentucky
| | - Beatrice Ugiliweneza
- Department of Neurological Surgery, University of Louisville, Louisville, Kentucky
- Kentucky Spinal Cord Injury Research Center, University of Louisville, Lousville, Kentucky
- Department of Health Management and Systems Science, University of Louisville, Louisville, Kentucky
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18
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Herrity AN, Castillo C, Isakov RV, Anele UA, Wang D, Boakye M, Ugiliweneza B. Health Care Utilization and Cost Associated With Urinary Tract Infections in a Privately Insured Spinal Cord Injury Population. Top Spinal Cord Inj Rehabil 2023; 29:108-117. [PMID: 36819926 PMCID: PMC9936897 DOI: 10.46292/sci22-00022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/17/2023]
Abstract
Background Urinary tract infections (UTIs) are the most common secondary medical complication following spinal cord injury (SCI), significantly impacting health care resource utilization and costs. Objectives To characterize risk factors and health care utilization costs associated with UTIs in the setting of SCI. Methods IBM's Marketscan Database from 2000-2019 was utilized to identify individuals with traumatic SCI. Relevant ICD-9 and ICD-10 codes classified individuals into two analysis groups: having ≥ 1 UTI episode or no UTI episodes within 2 years following injury. Demographics (age, sex), insurance type, comorbidities, level of injury (cervical, thoracic, lumbar/sacral), and health care utilization/payments were evaluated. Results Of the 6762 individuals retained, 1860 had ≥ 1 UTI with an average of three episodes (SD 2). Younger age, female sex, thoracic level of injury, noncommercial insurance, and having at least one comorbidity were associated with increased odds of UTI. Individuals with a UTI in year 1 were 11 times more likely to experience a UTI in year 2. As expected, those with a UTI had a higher rate and associated cost of hospital admission, use of outpatient services, and prescription refills. UTIs were associated with 2.48 times higher cumulated health care resource use payments over 2 years after injury. Conclusions In addition to bladder management-related causes, several factors are associated with an increased risk of UTIs following SCI. UTI incidence substantially increases health care utilization costs. An increased understanding of UTI-associated risk factors may improve the ability to identify and manage higher risk individuals with SCI and ultimately optimize their health care utilization.
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Affiliation(s)
- April N. Herrity
- Kentucky Spinal Cord Injury Research Center, University of Louisville, Louisville, Kentucky
- Department of Neurological Surgery, University of Louisville, Louisville, Kentucky
- Department of Physiology, University of Louisville, Louisville, Kentucky
- University of Louisville School of Medicine, Louisville, Kentucky
| | - Camilo Castillo
- Department of Neurological Surgery, University of Louisville, Louisville, Kentucky
- University of Louisville School of Medicine, Louisville, Kentucky
- Division of Physical Medicine and Rehabilitation, University of Louisville, Louisville, Kentucky
| | - Roman V. Isakov
- University of Louisville School of Medicine, Louisville, Kentucky
| | - Uzoma A. Anele
- University of Louisville School of Medicine, Louisville, Kentucky
- Department of Urology, University of Louisville, Louisville, Kentucky
| | - Dengzhi Wang
- Kentucky Spinal Cord Injury Research Center, University of Louisville, Louisville, Kentucky
- Department of Neurological Surgery, University of Louisville, Louisville, Kentucky
- University of Louisville School of Medicine, Louisville, Kentucky
| | - Maxwell Boakye
- Kentucky Spinal Cord Injury Research Center, University of Louisville, Louisville, Kentucky
- Department of Neurological Surgery, University of Louisville, Louisville, Kentucky
- University of Louisville School of Medicine, Louisville, Kentucky
| | - Beatrice Ugiliweneza
- Kentucky Spinal Cord Injury Research Center, University of Louisville, Louisville, Kentucky
- Department of Neurological Surgery, University of Louisville, Louisville, Kentucky
- University of Louisville School of Medicine, Louisville, Kentucky
- Department of Health Management and Systems Sciences, University of Louisville, Louisville, Kentucky
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19
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Sharma M, Wang D, Kaoutzani L, Ugiliweneza B, Boakye M, Andaluz N, Williams BJ. Impact of Management Strategies on New-Onset Mental Health Disorders and Associated Health Care Utilization in Patients with Vestibular Schwannoma. World Neurosurg 2023; 173:e341-e350. [PMID: 36796626 DOI: 10.1016/j.wneu.2023.02.048] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2023] [Accepted: 02/08/2023] [Indexed: 02/16/2023]
Abstract
OBJECTIVE To compare the impact of different management strategies on diagnosis of new-onset mental health disorders (MHDs) in patients with vestibular schwannoma (VS) and health care utilization at 1-year follow-up. METHODS MarketScan databases were queried using the International Classification of Diseases, Ninth Revision and Tenth Revision and Current Procedural Terminology, Fourth Edition, 2000-2020. We included patients ≥18 years old with a diagnosis of VS who underwent clinical observation, surgery, or stereotactic radiosurgery (SRS) with at least 1 year of follow-up. We looked at health care outcomes and MHDs at 3-month, 6-month, and 1-year follow-up. RESULTS The database search identified 23,376 patients. Of these, 94.2% (n = 22,041) were managed conservatively with clinical observation at the initial diagnosis, and 2% (n = 466) underwent surgery. The surgery cohort had the highest incidence of new-onset MHDs followed by SRS and clinical observation cohorts at 3 months (surgery: 17%; SRS: 12%; clinical observation: 7%), 6 months (surgery: 20%; SRS: 16%; clinical observation: 10%), and 12 months (surgery: 27%; SRS: 23%; clinical observation: 16%) (P < 0.0001). The median difference in combined payments between patients with and without MHDs was highest in the surgery cohort followed by SRS and clinical observation cohorts at all time points (12 months: surgery: $14,469; SRS: $10,557; clinical observation: $6439; P = 0.0002). CONCLUSIONS Compared with clinical observation only, patients who underwent surgery for VS were 2 times more likely and patients who underwent SRS were 1.5 times more likely to develop MHDs with corresponding increase in health care utilization at 1-year follow-up.
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Affiliation(s)
- Mayur Sharma
- Department of Neurosurgery, University of Louisville, Louisville, Kentucky, USA; Department of Neurosurgery, University of Minnesota, Minnesota, Minneapolis, USA.
| | - Dengzhi Wang
- Department of Neurosurgery, University of Louisville, Louisville, Kentucky, USA
| | - Lydia Kaoutzani
- Department of Neurosurgery, Augusta University, Augusta, Georgia, USA
| | | | - Maxwell Boakye
- Department of Neurosurgery, University of Louisville, Louisville, Kentucky, USA
| | - Norberto Andaluz
- Department of Neurosurgery, University of Cincinnati, Cincinnati, Ohio, USA
| | - Brian J Williams
- Department of Neurosurgery, University of Louisville, Louisville, Kentucky, USA
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20
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Muacevic A, Adler JR, Wang D, Ugiliweneza B, Boakye M. Trends of Different Surgical Approaches in Patients With Single-Level Lumbar Isthmic Spondylolisthesis: A National Registry Analysis. Cureus 2023; 15:e34194. [PMID: 36843733 PMCID: PMC9951818 DOI: 10.7759/cureus.34194] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2023] [Accepted: 01/25/2023] [Indexed: 01/26/2023] Open
Abstract
BACKGROUND A variety of surgical approaches (anterior vs. posterior vs. anterior and posterior) are available for Isthmic Spondylolisthesis (IS). The aim of our study was to analyze the pattern and 30-day outcomes in patients undergoing different surgical approaches for single-level IS. MATERIALS AND METHODS National Surgical Quality Improvement Program (NSQIP) database was queried using the ICD-9/10 and CPT 4th edition, from 2012 to 2020. We included patients 18-65 years of age who underwent spine fusions for IS. Outcomes were a length of stay (LOS), discharge disposition, 30-day complications, hospital readmission, and complication rates. RESULTS Of 1036 patients who underwent spine fusions for IS, 838 patients (80.8%) underwent posterior only, 115 patients (11.1%) underwent anterior-only fusions and the rest (8%) underwent combined anterior and posterior procedures. 60% of patients in the posterior-only cohort had at least one comorbidity compared to 54% of patients in anterior only and 55% of patients in the combined cohort. No statistically significant differences in terms of LOS (3 days each) and discharge to home (96% vs. 93% vs. 94%) were noted among the anterior-only, posterior-only and combined cohorts, p> 0.05. In terms of 30-day complication rates, combined procedures had slightly higher rates (13%) compared to anterior (10%) or posterior-only (9%) procedures. CONCLUSION Posterior-only fusions were performed in 80% of patients with IS. No differences in terms of LOS, discharge disposition to home, 30-day complications, hospital readmission and reoperation rates were noted across the cohorts.
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21
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Ahmed RU, Knibbe CA, Wilkins F, Sherwood LC, Howland DR, Boakye M. Porcine spinal cord injury model for translational research across multiple functional systems. Exp Neurol 2023; 359:114267. [PMID: 36356636 DOI: 10.1016/j.expneurol.2022.114267] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2022] [Accepted: 11/01/2022] [Indexed: 11/09/2022]
Abstract
Animal models are necessary to identify pathological changes and help assess therapeutic outcomes following spinal cord injury (SCI). Small animal models offer value in research in terms of their easily managed size, minimal maintenance requirements, lower cost, well-characterized genomes, and ability to power research studies. However, despite these benefits, small animal models have neurologic and anatomical differences that may influence translation of results to humans and thus limiting the success of their use in preclinical studies as a direct pipeline to clinical studies. Large animal models, offer an attractive intermediary translation model that may be more successful in translating to the clinic for SCI research. This is largely due to their greater neurologic and anatomical similarities to humans. The physical characteristics of pig spinal cord, gut microbiome, metabolism, proportions of white to grey matter, bowel anatomy and function, and urinary system are strikingly similar and provide great insight into human SCI conditions. In this review, we address the variety of existing porcine injury models and their translational relevance, benefits, and drawbacks in modeling human systems and functions for neurophysiology, cardiovascular, gastrointestinal and urodynamic functions.
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Affiliation(s)
- Rakib Uddin Ahmed
- Department of Neurological Surgery and Kentucky Spinal Cord Injury Research Center, University of Louisville, Louisville, KY, USA.
| | - Chase A Knibbe
- Department of Neurological Surgery and Kentucky Spinal Cord Injury Research Center, University of Louisville, Louisville, KY, USA
| | - Felicia Wilkins
- Department of Neurological Surgery and Kentucky Spinal Cord Injury Research Center, University of Louisville, Louisville, KY, USA
| | - Leslie C Sherwood
- Comparative Medicine Research Unit, University of Louisville, Louisville, KY, USA
| | - Dena R Howland
- Department of Neurological Surgery and Kentucky Spinal Cord Injury Research Center, University of Louisville, Louisville, KY, USA; Robley Rex VA Medical Center, Louisville, KY 40202, USA
| | - Maxwell Boakye
- Department of Neurological Surgery and Kentucky Spinal Cord Injury Research Center, University of Louisville, Louisville, KY, USA
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22
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Sharma M, Dietz N, Scott V, Wang D, Ugiliweneza B, Boakye M. Trends and Outcomes in Patients with Dementia Undergoing Spine Fusions: A Matched Nationwide Inpatient Sample Analysis. World Neurosurg 2023; 169:e164-e170. [PMID: 36332775 DOI: 10.1016/j.wneu.2022.10.099] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2022] [Revised: 10/22/2022] [Accepted: 10/25/2022] [Indexed: 11/05/2022]
Abstract
BACKGROUND The aim of our study was to define the trends and outcomes in patients with a preexisting diagnosis of dementia who underwent spine fusions using a large national database. METHODS The Nationwide Inpatient Sample database was queried using the International Classification of Diseases, Ninth Revision and Tenth Revision, from 1998 to 2018. We included patients who underwent spine fusions with or without the diagnosis of dementia. Outcomes were trends, complications, length of stay (LOS), discharge disposition, and mortality. RESULTS A cohort of 4495 patients (N = 1,390,657; 0.32%) with dementia who underwent spine fusions was identified. There was an increasing trend of spine fusions in patients with the diagnosis of dementia. Most patients with dementia were white (77% vs. 69%), with ≥3 comorbidities (70% vs. 23%), had Medicare insurance (83% vs. 34%) compared with patients without dementia (P < 0.0001). Overall, 38% of patients had complications after spine fusions compared with 21% of patients without dementia during the study period. Median LOS was significantly longer in patients with dementia compared with patients without dementia (6 vs. 4 days). Patients with dementia were less likely to be discharged home (19% vs. 40%) and incurred higher in-hospitalization charges ($139,101 vs. $101,629) compared with patients without dementia. No differences in terms of in-hospital mortality were noted across the cohorts (1.4% vs. 1.6%). CONCLUSIONS Patients with dementia had 1.5 times longer LOS and 1.4 times higher index hospitalization charges and were 2.5 times more likely to have complications and 71% less likely to be discharged home, with no difference in mortality compared with patients without dementia after spine fusions.
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Affiliation(s)
- Mayur Sharma
- Department of Neurosurgery, University of Louisville, Louisville, Kentucky, USA.
| | - Nicholas Dietz
- Department of Neurosurgery, University of Louisville, Louisville, Kentucky, USA
| | - Victoria Scott
- Department of Neurosurgery, University of Louisville, Louisville, Kentucky, USA
| | - Dengzhi Wang
- Department of Neurosurgery, University of Louisville, Louisville, Kentucky, USA; Kentucky Spinal Cord Injury Research Center, University of Louisville, Louisville, Kentucky, USA
| | - Beatrice Ugiliweneza
- Department of Neurosurgery, University of Louisville, Louisville, Kentucky, USA; Kentucky Spinal Cord Injury Research Center, University of Louisville, Louisville, Kentucky, USA; Department of Health Management and Systems Sciences, University of Louisville, Louisville, Kentucky, USA
| | - Maxwell Boakye
- Department of Neurosurgery, University of Louisville, Louisville, Kentucky, USA; Department of Health Management and Systems Sciences, University of Louisville, Louisville, Kentucky, USA
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23
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Ashby J, Nuno M, Ugiliweneza B, Deshmukh M, Boakye M. THE RISK OF DEMENTIA AMONG INDIVIDUALS WITH DEPRESSION AFTER A TRAUMATIC BRAIN INJURY. Innov Aging 2022. [PMCID: PMC9766806 DOI: 10.1093/geroni/igac059.1811] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
Abstract
Although traumatic brain injury (TBI) has been found to be associated with dementia and depression, large‐scale studies of US non‐Veteran populations are limited. This study assesses the role of depression on dementia risk after TBI. Data was analyzed from 80,423 individuals with TBI age 55+ in the IBM MarketScan Commercial Claims and Encounter Database and the Medicare Supplemental Database between January 1, 2000 and December 31, 2019. Dementia diagnosis was captured from inpatient or outpatient visits with a “wash out” period of one year. Depression was defined based on documented diagnosis and/or the prescription of antidepressants. The median age was 69 years, 51% female, with a majority covered by Medicaid (51%). 62% of TBIs were moderate/severe and 16% mild. 44,234 (55.1%) individuals were diagnosed with depression with a median of 2.1 months after TBI and 24.4 months prior to dementia. Depression rates differed by sex (female: 54%, male: 44%, p< 0.0001) and insurance (Commercial: 36%, Medicaid: 49%, p< 0.0001). The median time to dementia was 158 months. The median time to dementia was 128 months among those with depression, while patients without depression did not reach this estimate within 250 months of follow-up (p< 0.0001). The risk of dementia increased significantly over time after depression among patients with TBI. This study provides evidence to support that depression after TBI represents a symptom of TBI rather than a prodrome of dementia. Future research will investigate the role of depression in the risk of dementia by race/ethnicity, insurance status, and TBI severity.
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Affiliation(s)
- Joan Ashby
- University of California, Davis/Davis, Davis, California, United States
| | - Miriam Nuno
- University of California, Davis/Davis, Davis, California, United States
| | | | - Maya Deshmukh
- University of California, Davis/Davis, Davis, California, United States
| | - Maxwell Boakye
- Univerisity of Louisville/Louisville, Louisville, Kentucky, United States
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24
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Mesbah S, Herrity A, Ugiliweneza B, Angeli C, Gerasimenko Y, Boakye M, Harkema S. Neuroanatomical mapping of the lumbosacral spinal cord in individuals with chronic spinal cord injury. Brain Commun 2022; 5:fcac330. [PMID: 36632181 PMCID: PMC9825531 DOI: 10.1093/braincomms/fcac330] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2022] [Revised: 09/27/2022] [Accepted: 12/15/2022] [Indexed: 12/23/2022] Open
Abstract
With emerging applications of spinal cord electrical stimulation in restoring autonomic and motor function after spinal cord injury, understanding the neuroanatomical substrates of the human spinal cord after spinal cord injury using neuroimaging techniques can play a critical role in optimizing the outcomes of these stimulation-based interventions. In this study, we have introduced a neuroimaging acquisition and analysis protocol of the spinal cord in order to identify: (i) spinal cord levels at the lumbosacral enlargement using nerve root tracing; (ii) variability in the neuroanatomical characteristics of the spinal cord among individuals; (iii) location of the epidural stimulation paddle electrode and contacts with respect to the spinal cord levels at lumbosacral enlargement; and (iv) the links between the anatomical levels of stimulation and the corresponding neurophysiological motor responses. Twelve individuals with chronic, motor complete spinal cord injury implanted with a spinal cord epidural stimulator were included in the study (age: 34 ± 10.9 years, sex: 10 males, 2 females, time since injury: 8.2 ± 9.9 years, American Spinal Injury Association Impairment Scale: 6 A, 6 B). High-resolution MRI scans of the spinal cord were recorded pre-implant. An analysis of neuroanatomical substrates indicates that the length of the spinal column and spinal cord, location of the conus tip and the relationship between the spinal cord levels and vertebral levels, particularly at the lumbosacral enlargement, are variable across individuals. There is no statistically significant correlation between the length of the spinal column and the length of the spinal cord. The percentage of volumetric coverage of the lumbosacral spinal cord by the epidural stimulation paddle electrode ranges from 33.4 to 90.4% across participants. The location of the spinal cord levels with respect to the electrode contacts varies across individuals and impacts the recruitment patterns of neurophysiological responses. Finally, MRI-based spinal cord modelling can be used as a guide for the prediction and preplanning of optimum epidural stimulation paddle placement prior to the implant surgery to ensure maximizing functional outcomes. These findings highlight the crucial role that the neuroanatomical characteristics of the spinal cord specific to each individual play in achieving maximum functional benefits with spinal cord electrical stimulation.
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Affiliation(s)
- Samineh Mesbah
- Correspondence to: Samineh Mesbah, PhD 220 Abraham Flexner, Louisville, KY 40202, USA E-mail:
| | - April Herrity
- Kentucky Spinal Cord Injury Research Center, University of Louisville, Louisville, KY 40202, USA,Department of Neurological Surgery, University of Louisville, Louisville, KY 40202, USA
| | - Beatrice Ugiliweneza
- Kentucky Spinal Cord Injury Research Center, University of Louisville, Louisville, KY 40202, USA,Department of Neurological Surgery, University of Louisville, Louisville, KY 40202, USA,Department of Health Management and Systems Science, University of Louisville, Louisville, KY 40202, USA
| | - Claudia Angeli
- Kentucky Spinal Cord Injury Research Center, University of Louisville, Louisville, KY 40202, USA,Department of Bioengineering, University of Louisville, Louisville, KY 40292, USA,Frazier Rehabilitation Institute, University of Louisville Health, Louisville, KY 40202, USA
| | - Yury Gerasimenko
- Department of Physiology and Biophysics, University of Louisville, Louisville, KY 40202, USA,Pavlov Institute of Physiology, Russian Academy of Sciences, St. Petersburg 199034, Russia
| | - Maxwell Boakye
- Kentucky Spinal Cord Injury Research Center, University of Louisville, Louisville, KY 40202, USA,Department of Neurological Surgery, University of Louisville, Louisville, KY 40202, USA
| | - Susan Harkema
- Kentucky Spinal Cord Injury Research Center, University of Louisville, Louisville, KY 40202, USA,Department of Neurological Surgery, University of Louisville, Louisville, KY 40202, USA,Frazier Rehabilitation Institute, University of Louisville Health, Louisville, KY 40202, USA
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25
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Dietz N, Vaitheesh Jaganathan, Alkin V, Mettille J, Boakye M, Drazin D. Machine learning in clinical diagnosis, prognostication, and management of acute traumatic spinal cord injury (SCI): A systematic review. J Clin Orthop Trauma 2022; 35:102046. [PMID: 36425281 PMCID: PMC9678757 DOI: 10.1016/j.jcot.2022.102046] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/06/2022] [Revised: 08/23/2022] [Accepted: 10/18/2022] [Indexed: 11/19/2022] Open
Abstract
Background Machine learning has been applied to improve diagnosis and prognostication of acute traumatic spinal cord injury. We investigate potential for clinical integration of machine learning in this patient population to navigate variability in injury and recovery. Materials and methods We performed a systematic review using PRISMA guidelines through PubMed database to identify studies that use machine learning algorithms for clinical application toward improvements in diagnosis, management, and predictive modeling. Results Of the 132 records identified, a total of 13 articles met inclusion criteria and were included in final analysis. Of the 13 articles, 5 focused on diagnostic accuracy and 8 were related to prognostication or management of traumatic spinal cord injury. Across studies, 1983 patients with spinal cord injury were evaluated with most classifying as ASIA C or D. Retrospective designs were used in 10 of 13 studies and 3 were prospective. Studies focused on MRI evaluation and segmentation for diagnostic accuracy and prognostication, investigation of mean arterial pressure in acute care and intraoperative settings, prediction of ambulatory and functional ability, chronic complication prevention, and psychological quality of life assessments. Decision tree, random forests (RF), support vector machines (SVM), hierarchical cluster tree analysis (HCTA), artificial neural networks (ANN), convolutional neural networks (CNN) machine learning subtypes were used. Conclusions Machine learning represents a platform technology with clinical application in traumatic spinal cord injury diagnosis, prognostication, management, rehabilitation, and risk prevention of chronic complications and mental illness. SVM models showed improved accuracy when compared to other ML subtypes surveyed. Inherent variability across patients with SCI offers unique opportunity for ML and personalized medicine to drive desired outcomes and assess risks in this patient population.
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Affiliation(s)
- Nicholas Dietz
- Department of Neurosurgery, University of Louisville, 200 Abraham Flexner Hwy, Louisville, KY, 40202, USA
| | - Vaitheesh Jaganathan
- Department of Neurosurgery, University of Louisville, 200 Abraham Flexner Hwy, Louisville, KY, 40202, USA
| | | | - Jersey Mettille
- Department of Anesthesia, University of Louisville, Louisville, KY, USA
| | - Maxwell Boakye
- Department of Neurosurgery, University of Louisville, 200 Abraham Flexner Hwy, Louisville, KY, 40202, USA
| | - Doniel Drazin
- Department of Neurosurgery, Providence Regional Medical Center Everett, Everett, WA, USA
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26
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Barve S, Zin MM, Nicholas D, Enrico R, Denghzi W, Gobijeshvili L, Boakye M, Mokshagundam SP. ODP140 Association of Body Composition with Cardiometabolic Risk Factors, Insulin Resistance, and Inflammation in Spinal Cord Injury. J Endocr Soc 2022. [DOI: 10.1210/jendso/bvac150.491] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/05/2022] Open
Abstract
Abstract
Background
In the United States there are an estimated 296,000 individuals with spinal cord injury (SCI). With increasing survival after acute injury, cardiovascular disease (CVD) has emerged as a major cause of mortality and morbidity in these individuals. Changes in body composition, dyslipidemia, glucose intolerance, systemic inflammation, and autonomic dysregulation have all been reported as potential causes of higher CVD risk in SCI. However, the factors that lead to these changes and mechanisms by which they increase CVD risk remains unclear. Understanding these would be critical to developing effective strategies to reduce CVD in SCI. In this study, we evaluated the association of body composition with cardiometabolic risk factors including dyslipidemia, glucose intolerance, insulin resistance, and systemic inflammation.
Subjects and Methods
Sixty two individuals (69% male, 21% female) with chronic spinal cord injury (mean duration 7.4 +/- 5.8 years) were recruited for the study. Individuals had review of history and complete physical exam. Body composition was measured by DEXA scan. Blood was drawn for measurement of metabolic profile, lipids, hsCRP, and an array of inflammatory cytokines. A subset of 38 individuals had oral glucose tolerance test among whom 27 had insulin resistance assessed by HOMA-IR and the Matsuda Index. Pearson correlation was used to assess the correlation between different parameters.
Results
The mean age of the population was 34.4+/- 12.1 years. The mean BMI was 23.8 +/- 5 with 64% having BMI < 25 and 11% > 30. Low HDL was noted in 47% and high TG in 22% of individuals. High fasting glucose was noted in 15% and high 2 Hour glucose in 32% of individuals. HOMA IR was > 2 in 37% and Matsuda Index < 4.3 in 59% of individuals. Several measures of body fat were significantly correlated (p < 0. 05) with cardiometabolic risk factors. Total and percent truncal fat correlated positively (p < 0. 05) with serum triglycerides, non-HDL cholesterol, hsCRP, glucose at 30, 60, and 120 minutes during OGTT, and HOMA IR. Total and percent truncal fat correlated negatively (p < 0. 05) with HDL cholesterol and Matsuda Index. On the other hand, IL 8, macrophage inflammatory protein 1b, and monocyte chemoattractant protein-1 correlated positively with total and truncal lean mass.
Conclusions
Cardiometabolic risk factors were highly prevalent in this group of young individuals with chronic SCI. Despite a relatively normal BMI, total and truncal fat appear to be a major factors associated with these abnormalities. The pathways leading to this association are still unclear. The association of lean mass with certain cytokines need further exploration. The impact of interventions such as diet, exercises aimed at changing body composition, epidural stimulation, and use of probiotics are among interventions that are being studied.
Presentation: No date and time listed
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Sharma M, Wang D, Palmisciano P, Ugiliweneza B, Woo S, Nelson M, Miller D, Savage J, Boakye M, Andaluz N, Mistry AM, Chen CC, Williams BJ. Is intraoperative MRI use in malignant brain tumor surgery a health care burden? A matched analysis of MarketScan Database. J Neurooncol 2022; 160:331-339. [DOI: 10.1007/s11060-022-04142-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2022] [Accepted: 09/20/2022] [Indexed: 10/31/2022]
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28
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Sharma M, Uddin SA, Hanna G, Ugiliweneza B, Kim TT, Johnson JP, Boakye M, Drazin D. Trends and Long-term Health Care Utilization of Computer-assisted Neuronavigation in Spine Fusions: An Exact Matched Analysis of National Administrative Database. World Neurosurg 2022; 166:e850-e858. [PMID: 35944855 DOI: 10.1016/j.wneu.2022.07.116] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2022] [Revised: 07/23/2022] [Accepted: 07/25/2022] [Indexed: 12/15/2022]
Abstract
BACKGROUND Computer-assisted neuronavigation (CAN) during spine fusions has increasingly been utilized in the United States. The aim of this study was to analyze the trends, health care utilization, and clinical outcomes associated with CAN use. METHODS The MarketScan database was queried using the ICD-9/10 and CPT 4th edition, from 2003 to 2019. We included patients aged ≥18 years with at least 2 years of follow-up. Outcomes were repeat/new fusions, length of stay (LOS), discharge disposition, hospital re-admissions, outpatient services, and medication refills for up to 24 months. RESULTS Of 183,620 patients who underwent spine fusions, 5046 (2.75%) were identified to have CAN utilized. CAN is increasingly being utilized for spine fusions since 2010, reaching 10.76% of all fusions in 2017, compared to 0.38% in 2010. CAN had no impact on LOS, home discharge, or complications at index hospitalization and 30-days post discharge. CAN was associated with lower rates of repeat fusions at 6 months (1% vs. 2%) and 24 months (5% vs. 6%), P < 0.05. Patients who underwent CAN had lower payments at 6 months ($5186 vs. $5527, P = 0.0159), 12 months ($10,267 v.s $11,262, P = 0.0207), and 24 months ($21,453 vs. $24,355, P = 0.0021). CONCLUSIONS CAN is increasing being used for spine fusions primarily for thoracolumbar procedures. No difference in complications, discharge disposition, and LOS were noted across the cohorts at index hospitalization, with higher index payments with CAN use. CAN was associated with lower rates of repeat fusions and corresponding health care utilization for up to 24 months.
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Affiliation(s)
- Mayur Sharma
- Department of Neurosurgery, University of Louisville, Louisville, Kentucky, USA.
| | - Syed Abdullah Uddin
- Department of Neurosurgery, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - George Hanna
- Department of Neurosurgery, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Beatrice Ugiliweneza
- Department of Neurosurgery, University of Louisville, Louisville, Kentucky, USA; Kentucky Spinal Cord Injury Research Center, University of Louisville, Louisville, Kentucky, USA; Department of Health Management and Systems Sciences, University of Louisville, Louisville, Kentucky, USA
| | - Terrence T Kim
- Department of Orthopedics, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - J Patrick Johnson
- Department of Neurosurgery, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Maxwell Boakye
- Department of Neurosurgery, University of Louisville, Louisville, Kentucky, USA; Kentucky Spinal Cord Injury Research Center, University of Louisville, Louisville, Kentucky, USA
| | - Doniel Drazin
- Department of Neurosurgery, Providence Regional Medical Center, Everett, Washington, USA
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Sharma M, Ball T, Wang D, Ugiliweneza B, Rattani A, Woo S, Boakye M, Neimat JS, Williams B, Andaluz N. Incidence of repeat procedures and healthcare utilization following surgery, radiosurgery, and percutaneous procedures in elderly patients with trigeminal neuralgia. J Neurosurg 2022; 137:828-839. [PMID: 35090128 DOI: 10.3171/2021.12.jns211880] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2021] [Accepted: 12/02/2021] [Indexed: 11/06/2022]
Abstract
OBJECTIVE Management of trigeminal neuralgia (TN) in elderly patients poses significant challenges. The impact of different treatment modalities (surgery, radiosurgery [RS], and percutaneous techniques [PTs]) on healthcare utilization is not well defined in the management of TN in elderly patients. The aim of this study was to compare the long-term healthcare utilization metrics of different interventions in the management of elderly patients with TN. METHODS The MarketScan database was queried using the International Classification of Diseases, Ninth Revision and Current Procedural Terminology, from 2000 to 2016. TN patients ≥ 65 years of age managed using surgery, RS, and PTs with at least 5 years of follow-up after the index procedure were included. Outcomes analyzed were hospital admissions, outpatient services, and medication refills. RESULTS Of 993 patients, 43% (n = 430) underwent RS, 44% (n = 432) had PTs, and only 13% (n = 131) underwent surgery for TN. Overall, the median age of patients was 74 years old, 64% were females, 90% had Medicare insurance, and 17% had an Elixhauser index ≥ 3. Patients in the surgery group were younger (median age 71 years) with a higher comorbidity index (≥ 3; 24%) compared with patients undergoing RS and PTs (13% and 17%, respectively). At 1, 2, and 5 years after the index procedure, 41%, 48%, and 57% of patients in the PT cohort underwent any repeat procedure compared with 11%, 18%, and 29% for the RS cohort, and 6%, 9%, and 11% for the surgical cohort, respectively. Also, patients in the PT cohort incurred 1.8, 1.9, and 2.0 times the combined payment at 1, 2, and 5 years, respectively, compared with the surgery cohort. Similarly, patients who underwent RS for TN incurred 1.4, 1.5, and 1.5 times the combined payment at 1, 2, and 5 years, respectively, compared with the surgery cohort. At 5 years after the index procedure, combined payments for the PT cohort were $79,753 (IQR $46,013, $144,064) compared with $61,016 (IQR $27,114, $117,097) for the RS cohort and $41,074 (IQR $25,392, $87,952) for the surgery cohort (p < 0.0001). CONCLUSIONS PTs followed by RS were the common procedures used in the majority of elderly patients with TN. However, surgery for TN resulted in durable control with the least need for reoperations up to 5 years after the index procedure, followed by RS and PTs. PTs for TN resulted in the highest utilization of healthcare resources and need for reoperations at all time points. These findings should be considered in clinical decision-making when selecting appropriate treatment modalities in elderly patients with TN.
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Affiliation(s)
- Mayur Sharma
- 1Department of Neurosurgery, University of Louisville, Kentucky
| | - Tyler Ball
- 2Department of Neurosurgery, Vanderbilt University, Nashville, Tennessee
| | - Dengzhi Wang
- 1Department of Neurosurgery, University of Louisville, Kentucky
| | | | - Abbas Rattani
- 3Department of Radiation Oncology, James Graham Brown Cancer Center, University of Louisville, Kentucky; and
| | - Shiao Woo
- 3Department of Radiation Oncology, James Graham Brown Cancer Center, University of Louisville, Kentucky; and
| | - Maxwell Boakye
- 1Department of Neurosurgery, University of Louisville, Kentucky
| | - Joseph S Neimat
- 1Department of Neurosurgery, University of Louisville, Kentucky
| | - Brian Williams
- 1Department of Neurosurgery, University of Louisville, Kentucky
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Sharma M, Jain N, Dietz N, Wang D, Ugiliweneza B, Drazin D, Boakye M. Incidence of New Onset Dementia and Health Care Utilization Following Spine Fusions: A Propensity Score Matching Analysis. Neurochirurgie 2022; 68:562-568. [PMID: 35932885 DOI: 10.1016/j.neuchi.2022.07.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2022] [Revised: 07/25/2022] [Accepted: 07/26/2022] [Indexed: 11/17/2022]
Abstract
BACKGROUND Dementia following spine fusions is not described in the literature. Also, the impact of new onset dementia on long-term health care utilization is not described. The aim of our study was to define the incidence of new onset dementia and its long-term health care utilization in elderly patients. MATERIALS AND METHODS MarketScan database were queried using the ICD-9/10 and CPT 4th edition, from 2001 to 2019. We included patients ≥ 55 of age who underwent spine fusions with at least 5 years follow-up. Outcomes were new onset dementia (> 6 months after the procedure) length of stay (LOS), discharge disposition, hospital re-admissions, outpatient services, and medication refills. RESULTS Of 45,129 patients who underwent spine fusions, 1283 patients (2.84%) were diagnosed to have new-onset dementia. There was no difference in the re-operation rates among the dementia and non-dementia cohort at 1-, 2- and 5-years following the index procedure. Patients in the dementia cohort incurred higher number of hospital re-admissions up to 5-years after the index procedure. In terms of combined index procedure and post-discharge utilization payments, significant differences were noted among the dementia vs. non-dementia cohorts at 5-years ($126,628 vs. $ 77,098), following the index procedure. CONCLUSION Elderly age, higher comorbidities, Medicare insurance, multi-level lumbosacral fusions were identified as risk markers for developing dementia following spine fusions. Dementia resulted in significantly higher health care utilization with no increased rate of re-operations for up to 5-years following the index procedure.
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Affiliation(s)
- Mayur Sharma
- Department of Neurosurgery, University of Louisville, 200 Abraham Flexner Hwy, 40202 Louisville, KY, U.S.A.
| | - Nikhil Jain
- Department of Orthopedics, Boston University Medical Center, Boston, MA 02118, U.S.A
| | - Nicholas Dietz
- Department of Neurosurgery, University of Louisville, 200 Abraham Flexner Hwy, 40202 Louisville, KY, U.S.A
| | - Dengzhi Wang
- Department of Neurosurgery, University of Louisville, 200 Abraham Flexner Hwy, 40202 Louisville, KY, U.S.A; Kentucky Spinal Cord Injury Research Center, University of Louisville, 200 Abraham Flexner Hwy, 40202 Louisville, KY, U.S.A
| | - Beatrice Ugiliweneza
- Department of Neurosurgery, University of Louisville, 200 Abraham Flexner Hwy, 40202 Louisville, KY, U.S.A; Kentucky Spinal Cord Injury Research Center, University of Louisville, 200 Abraham Flexner Hwy, 40202 Louisville, KY, U.S.A; Department of Health Management and Systems Sciences, University of Louisville, 485 E. Gray St, Louisville, KY 40202, U.S.A
| | - Doniel Drazin
- Evergreen Hospital Neuroscience Institute, 98034 Kirkland, WA, U.S.A
| | - Maxwell Boakye
- Department of Neurosurgery, University of Louisville, 200 Abraham Flexner Hwy, 40202 Louisville, KY, U.S.A; Kentucky Spinal Cord Injury Research Center, University of Louisville, 200 Abraham Flexner Hwy, 40202 Louisville, KY, U.S.A
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Wu A, Ugiliweneza B, Wang D, Hsin G, Boakye M, Skirboll S. Trends and outcomes of early and late palliative care consultation for adult patients with glioblastoma: A SEER-Medicare retrospective study. Neurooncol Pract 2022; 9:299-309. [PMID: 35859543 PMCID: PMC9290893 DOI: 10.1093/nop/npac026] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Background Glioblastoma (GBM) carries a poor prognosis despite standard of care. Early palliative care (PC) has been shown to enhance survival and quality of life while reducing healthcare costs for other cancers. This study investigates differences in PC timing on outcomes for patients with GBM. Methods This study used Surveillance, Epidemiology, and End Results (SEER)-Medicare data from 1997 to 2016. Based on ICD codes, three groups were defined: (1) early PC within 10 weeks of diagnosis, (2) late PC, and (3) no PC. Outcomes were compared between the three groups. Results Out of 10 812 patients with GBM, 1648 (15.24%) patients had PC consultation with an overall positive trend over time. There were no significant differences in patient characteristics. The late PC group had significantly higher number of hospice claims (1.06 ± 0.69) compared to those without PC, in the last month of life. There were significant differences in survival among the three groups (P < .0001), with late PC patients with the longest mean time to death from diagnosis (11.72 ± 13.20 months). Conclusion We present the first investigation of PC consultation prevalence and outcomes, stratified by early versus late timing, for adult GBM patients. Despite an overall increase in PC consultations, only a minority of GBM patients receive PC. Patients with late PC had the longest survival times and had greater hospice use in the last month of life compared to other subgroups. Prospective studies can provide additional valuable information about this unique population of patients with GBM.
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Affiliation(s)
- Adela Wu
- Department of Neurosurgery, Stanford University, Palo Alto, California, USA
| | - Beatrice Ugiliweneza
- Department of Neurological Surgery, University of Louisville School of Medicine, Louisville, Kentucky, USA
| | - Dengzhi Wang
- Department of Neurological Surgery, University of Louisville School of Medicine, Louisville, Kentucky, USA
| | - Gary Hsin
- Department of Extended Care and Palliative Medicine Service, VA Palo Alto Health Care System, Palo Alto, California, USA
| | - Maxwell Boakye
- Department of Neurological Surgery, University of Louisville School of Medicine, Louisville, Kentucky, USA
| | - Stephen Skirboll
- Department of Neurosurgery, Stanford University, Palo Alto, California, USA
- Section of Neurosurgery, VA Palo Alto Health Care System, Palo Alto, California, USA
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Jain N, Sharma M, Wang D, Ugiliweneza B, Drazin D, Boakye M. The Phenotypes of Anxiety and Depression: Analysis of Combined Comorbidity and Treatment in Patients Undergoing Spinal Fusion. Neurosurgery 2022; 91:103-114. [PMID: 35377352 DOI: 10.1227/neu.0000000000001935] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2021] [Accepted: 01/08/2022] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND Anxiety and depression are associated with suboptimal outcomes, higher complications, and cost of care after elective spine surgery. The effect of combined anxiety-depression and preoperative antidepressant treatment in spinal fusion patients is not known. OBJECTIVE To study the burden of combined anxiety-depression and its impact on healthcare utilization and costs in patients undergoing spinal fusion and to study the prevalence and impact of antidepressant treatment preoperatively. METHODS This is a retrospective cohort study from the IBM MarketScan Research Database (2000-2018). Patients were studied in 7 different "phenotypes" of anxiety and depression based on combination of diagnoses and treatment. Outcome measures included healthcare utilization and costs from 1 year preoperatively to 2 years postoperatively. Bivariate and multivariable analyses have been reported. RESULTS We studied 75 087 patients with a median age of 57 years. Patients with combined anxiety-depression were associated with higher preoperative and postoperative healthcare utilization and costs, as compared with anxiety or depression alone. The presence of depression in patients with and without anxiety disorder was a risk factor for postoperative opioid use and 2-year reoperation rates, as compared with anxiety alone. Patients with anxiety and/or depression on antidepressants are associated with significantly higher healthcare costs and opioid use. The adjusted 2-year reoperation rate was not significantly different between treated and untreated cohorts. CONCLUSION Spine surgeons should use appropriate measures/questionnaires to screen depressed patients for anxiety and vice versa because the presence of both adds significant risk of higher healthcare utilization and costs over patients with 1 diagnosis, especially anxiety alone.
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Affiliation(s)
- Nikhil Jain
- Department of Neurosurgery, University of Louisville, Louisville, Kentucky, USA
| | - Mayur Sharma
- Department of Neurosurgery, University of Louisville, Louisville, Kentucky, USA
| | - Dengzhi Wang
- Department of Neurosurgery, University of Louisville, Louisville, Kentucky, USA
| | | | - Doniel Drazin
- Pacific Northwest University of Health Sciences, Yakima, Washington, USA
| | - Maxwell Boakye
- Department of Neurosurgery, University of Louisville, Louisville, Kentucky, USA
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Jain N, Sharma M, Wang D, Ugiliweneza B, Drazin D, Boakye M. Simulated bundled payments for four common surgical approaches to treat degenerative cervical myelopathy: a consideration to break the clinical equipoise. J Neurosurg Spine 2022; 37:49-56. [PMID: 35171836 DOI: 10.3171/2021.10.spine211105] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2021] [Accepted: 10/26/2021] [Indexed: 11/06/2022]
Abstract
OBJECTIVE In degenerative cervical myelopathy (DCM) pathologies in which there exists a clinical equipoise in approach selection, a randomized controlled trial found that an anterior approach did not significantly improve patient-reported outcomes compared with posterior approaches. In this era of value and bundled payment initiatives, the cost profiles of various surgical approaches will form an important consideration in decision-making. The objective of this study was to compare 90-day and 2-year reimbursements for ≥ 2-level (multilevel) anterior cervical discectomy and fusion (mACDF), anterior cervical corpectomy and fusion (ACCF), posterior cervical laminectomy and fusion (LF), and cervical laminoplasty (LP) performed for DCM. METHODS The IBM MarketScan research database (2005-2018) was used to study beneficiaries 30-75 years old who underwent surgery using four approaches (mACDF, ACCF, LF, or LP) for DCM. Demographics, index surgery length of stay (LOS), complications, and discharge disposition were compared. Index admission (surgeon, hospital services, operating room) and postdischarge inpatient (readmission, revision surgery, inpatient rehabilitation), outpatient (imaging, emergency department, office visits, physical therapy), and medication-related payments were described. Ninety-day and 2-year bundled payment amounts were simulated for each procedure. All payments are reported as medians and interquartile ranges (IQRs; Q1-Q3) and were adjusted to 2018 US dollars. RESULTS A total of 10,834 patients, with a median age of 54 years, were included. The median 90-day payment was $46,094 (IQR $34,243-$65,841) for all procedures, with LF being the highest ($64,542) and LP the lowest ($37,867). Index hospital payment was 62.4% (surgery/operating room 46.6%) and surgeon payments were 17.5% of the average 90-day bundle. There were significant differences in the index, 90-day, and 2-year reimbursements and their distribution among procedures. CONCLUSIONS In a national cohort of patients undergoing surgery for DCM, LP had the lowest complication rate and simulated bundled reimbursements at 90 days and 2 years postoperatively. The lowest quartile 90-day payment for LF was more expensive than median amounts for mACDF, ACCF, and LP. If surgeons encounter scenarios of clinical equipoise in practice, LP is likely to result in maximum value because it is 70% less expensive on average than LF over 90 days.
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Affiliation(s)
- Nikhil Jain
- 1Department of Orthopedics, Boston University, Boston, Massachusetts
| | - Mayur Sharma
- 2Department of Neurosurgery, University of Louisville, Kentucky; and
| | - Dengzhi Wang
- 2Department of Neurosurgery, University of Louisville, Kentucky; and
| | | | - Doniel Drazin
- 3Pacific Northwest University of Health Sciences, Yakima, Washington
| | - Maxwell Boakye
- 2Department of Neurosurgery, University of Louisville, Kentucky; and
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Jain N, Sharma M, Wang D, Ugiliweneza B, Drazin D, Boakye M. Simulated Bundled Payments for 4 Common Surgical Approaches to Treat Degenerative Cervical Myelopathy: A Consideration to Break the Clinical Equipoise. Clin Spine Surg 2022; 35:E636-E642. [PMID: 35344518 DOI: 10.1097/bsd.0000000000001315] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/24/2022] [Accepted: 03/01/2022] [Indexed: 12/16/2022]
Abstract
STUDY DESIGN Retrospective cohort study. OBJECTIVE The aim was to compare 90-day and 2-year reimbursements for ≥2-level anterior cervical discectomy and fusion (mACDF), anterior cervical corpectomy and fusion (ACCF), posterior laminectomy and fusion (LF) and laminoplasty (LP) done for degenerative cervical myelopathy (DCM). SUMMARY OF BACKGROUND DATA In DCM pathologies where there exists a clinical equipoise in approach selection, a randomized controlled trial found that an anterior approach did not significantly improve patient-reported outcomes over posterior approaches. In the era of value and bundled payments initiatives, cost profile of various approaches will form an important consideration for decision making. MATERIALS AND METHODS IBM MarketScan Research Database (2005-2018) was used to study beneficiaries (30-75 y) who underwent surgery (mACDF, ACCF, LF, LP) for DCM. Index hospital stay (operating room, surgeon, hospital services) and postdischarge inpatient, outpatient and prescription medication payments have been used to simulate 90-day and 2-year bundled payment amounts, along with their distribution for each procedure. RESULTS A total of 10,834 patients with median age of 54 years were included. The median 90-day payment was $46,094 (interquartile range: $34,243-$65,841) for all procedures, with LF being the highest ($64,542) and LP the lowest ($37,867). Index hospital was 62.4% (operating room: 46.6) and surgeon payments were 17.5% of the average 90-day bundle. There was significant difference in the index, 90-day and 2-year reimbursements and their distribution among procedures. CONCLUSION In a national cohort of patients undergoing surgery for DCM, LP had the lowest complication rate, and simulated bundled reimbursements at 90 days and 2 years postoperatively. The lowest quartile 90-day payment for LF was more expensive than median amounts for mACDF, ACCF, and LP. If surgeons encounter scenarios of clinical equipoise in practice, LP is likely to result in maximum value as it is on an average 70% less expensive than LF over 90 days.
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Affiliation(s)
- Nikhil Jain
- Department of Orthopedics, Boston University, Boston, MA
| | - Mayur Sharma
- Department of Neurosurgery, University of Louisville, Louisville, KY
| | - Dengzhi Wang
- Department of Neurosurgery, University of Louisville, Louisville, KY
| | | | - Doniel Drazin
- Pacific Northwest University of Health Sciences, Yakima, WA
| | - Maxwell Boakye
- Department of Neurosurgery, University of Louisville, Louisville, KY
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Sharma M, Aljuboori Z, Wang D, Ugiliweneza B, Boakye M, Williams BJ, Andaluz NO. 350 Incidence and Long-term Health Care Utilization Associated with Pseudomeningocoele Repair Following Vestibular Schwanomma Resection: A National Database Analysis. Neurosurgery 2022. [DOI: 10.1227/neu.0000000000001880_350] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
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Dietz N, Sharma M, Kelly M, Ugiliweneza B, Wang D, Osorio J, Karikari I, Drazin D, Boakye M. Recombinant Human Bone Morphogenetic Protein-2 Use in Adult Spinal Deformity Surgery: Comparative Analysis and Healthcare Utilization at 24 Months' Follow-up. Global Spine J 2022; 12:92-101. [PMID: 32844671 PMCID: PMC8965293 DOI: 10.1177/2192568220947377] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/23/2023] Open
Abstract
STUDY DESIGN Retrospective cohort study. OBJECTIVE Recombinant human bone morphogenetic protein-2 (rhBMP-2) is used to achieve fusion in adult spinal deformity (ASD) surgery. Our aim was to investigate the long-term impact of rhBMP-2 use for clinical outcomes and health care utilization in this patient population. METHODS We conducted an analysis using MarketScan to identify health resource utilization of rhBMP-2 use for ASD after surgical intervention compared to fusion without rhBMP-2 at 24 months' follow-up. Outcomes assessed included length of stay, complications, pseudoarthrosis, reoperation, outpatient services, and health care payments. RESULTS Of 7115 patients who underwent surgery for ASD, 854 received rhBMP-2 and 6261 were operated upon without use of rhBMP-2. One month after discharge, the rhBMP-2 cohort had a nonsignificant trend in fewer complications (15.38%) than those who did not receive rhBMP-2 (18.07%), P = .0558. At 12 months, pseudoarthrosis was reported in 2.8% of cases with no BMP and 01.14% of cases with BMP, P = .0048. Average payments at 12 months were $120 138 for the rhBMP-2 group and $118 373 for the no rhBMP-2 group, P = .8228. At 24 months, payments were $141 664 for the rhBMP-2 group and $144 179 for the group that did not receive rhBMP-2, P = .5946. CONCLUSIONS In ASD surgery, use of rhBMP-2 was not associated with increased complications or reoperations at index hospitalization and 1-month follow-up. Overall payments, including index hospitalization, readmissions, reoperations, and outpatient services were not different compared to those without the use of rhBMP-2 at 12 months and 24 months after discharge.
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Affiliation(s)
| | | | | | | | | | - Joseph Osorio
- University of California, San Diego, San Diego, CA, USA
| | | | - Doniel Drazin
- Pacific Northwest University of Health Sciences College of Medicine, Yakima, WA, USA
| | - Maxwell Boakye
- University of Louisville, Louisville, KY, USA,Maxwell Boakye, Department of Neurosurgery, School of Medicine, University of Louisville, 220 Abraham Flexner Way, Louisville, KY 40202, USA.
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Sharma M, Jain N, Wang D, Ugiliweneza B, Boakye M, Drazin D. Impact of age on mortality and complications in patients with Ankylosing Spondylitis spine fractures. J Clin Neurosci 2021; 95:188-197. [PMID: 34929644 DOI: 10.1016/j.jocn.2021.11.035] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2021] [Revised: 11/11/2021] [Accepted: 11/28/2021] [Indexed: 11/17/2022]
Abstract
OBJECTIVE The aim of this retrospective cohort study was to study the impact of age on in-hospital complications and mortality following surgery for Ankylosing Spondylitis (AS) associated spine fractures. METHODS We extracted data from the Nationwide Inpatient Sample (NIS) database (1998-2018) using ICD-9/10 codes. Patients with a primary diagnosis of AS associated spine fractures who underwent fusion surgery were included. Complications and in-hospital mortality were analyzed. RESULTS A total cohort of 8526 patients was identified. Overall, the median age of the cohort was 69 years. AS associated fractures were equally distributed among cervical and thoracolumbar regions. Overall, complications were noted in 48% of patients and pulmonary complications were the most common (32%) followed by renal (13%) and infection (12%). Complications were seen in 57.3% of patients ≥ 70 years of age compared to 38.4% of patients < 70 years of age (p < .0001). Also, 9.9 % of patients ≥ 70 years of age had in-hospital mortality compared to 3.1 % of patients < 70 years of age (p < .0001). Based on surgical approaches, elderly patients (≥70 years) who underwent anterior, posterior, and anterior + posterior approaches had 19.8%, 7.4% and 16.4% in-hospital mortality compared to 5.3%, 2.2% and 7.4% respectively for patients < 70 years. CONCLUSIONS Elderly patients (≥70 years of age) were 3.2 times more likely to have in-hospital mortality and higher complications compared to younger patients (57% vs. 38%). Cervical compared to thoracolumbar fractures and anterior compared to posterior surgical approaches were associated with higher complications and in-hospital mortality.
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Affiliation(s)
- Mayur Sharma
- Department of Neurosurgery, University of Louisville, 200 Abraham Flexner Hwy, Louisville, KY 40202, USA
| | - Nikhil Jain
- Department of Neurosurgery, University of Louisville, 200 Abraham Flexner Hwy, Louisville, KY 40202, USA
| | - Dengzhi Wang
- Department of Neurosurgery, University of Louisville, 200 Abraham Flexner Hwy, Louisville, KY 40202, USA
| | - Beatrice Ugiliweneza
- Department of Neurosurgery, University of Louisville, 200 Abraham Flexner Hwy, Louisville, KY 40202, USA; Kentucky Spinal Cord Injury Research Center, School of Medicine, University of Louisville, Louisville, KY, USA; Department of Health Management and Systems Science, School of Public Health and Information Science, University of Louisville, Louisville, KY, USA
| | - Maxwell Boakye
- Department of Neurosurgery, University of Louisville, 200 Abraham Flexner Hwy, Louisville, KY 40202, USA; Kentucky Spinal Cord Injury Research Center, School of Medicine, University of Louisville, Louisville, KY, USA
| | - Doniel Drazin
- Pacific Northwest University of Health Sciences, Yakima, WA, USA.
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Dietz N, Sharma M, John K, Wang D, Ugiliweneza B, Mokshagundam S, Bjurström MF, Boakye M, Williams BJ, Andaluz N. 90-Day Bundled Payment Simulation, Health Care Utilization, and Complications following Craniopharyngioma Resection in Adult Patients. J Neurol Surg B Skull Base 2021; 83:515-525. [DOI: 10.1055/s-0041-1740395] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2020] [Accepted: 11/05/2021] [Indexed: 10/19/2022] Open
Abstract
Abstract
Context Bundled payment and health care utilization models inform cost optimization and surgical outcomes. Economic analysis of payment plans for craniopharyngioma resection is unknown.
Objective This study aimed to identify impact of endocrine and nonendocrine complications (EC and NEC, respectively) on health care utilization and bundled payments following craniopharyngioma resection.
Design This study is presented as a retrospective cohort analysis (2000–2016) with 2 years of follow-up.
Setting The study included national inpatient hospitalization and outpatient visits.
Patients Patients undergoing craniopharyngioma resection were divided into the following four groups: group 1, no complications (NC); group 2, only EC; group 3, NEC; and group 4, both endocrine and nonendocrine complications (ENEC).
Interventions This study investigated transphenoidal or subfrontal approach for tumor resection.
Main Outcome Hospital readmission, health care utilization up to 24 months following discharge, and 90-day bundled payment performances are primary outcomes of this study.
Results Median index hospitalization payments were significantly lower for patients in NC cohort ($28,672) compared with those in EC ($32,847), NEC ($36,259), and ENEC ($32,596; p < 0.0001). Patients in ENEC incurred higher outpatient services and overall median payments at 6 months (NC: 38,268; EC: 49,844; NEC: 68,237; and ENEC: 81,053), 1 year (NC: 46,878; EC: 58,210; NEC: 81,043; and ENEC: 94,768), and 2 years (NC: 58,391; EC: 70,418; NEC: 98,838; and ENEC: 1,11,841; p < 0.0001). The 90-day median bundled payment was significantly different among the cohorts with the highest in ENEC ($60,728) and lowest in the NC ($33,089; p < 0.0001).
Conclusion ENEC following surgery incurred almost two times the overall median payments at 90 days, 6 months, 1 year. and 2 years compared with those without complications. Bundled payment model may not be a feasible option in this patient population. Type of complications and readmission rates should be considered to optimize payment model prediction following craniopharyngioma resection.
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Affiliation(s)
- Nicholas Dietz
- Department of Neurosurgery, University of Louisville, Louisville, Kentucky, United States
| | - Mayur Sharma
- Department of Neurosurgery, University of Louisville, Louisville, Kentucky, United States
| | - Kevin John
- Department of Neurosurgery, University of Louisville, Louisville, Kentucky, United States
| | - Dengzhi Wang
- Department of Neurosurgery, University of Louisville, Louisville, Kentucky, United States
| | - Beatrice Ugiliweneza
- Department of Neurosurgery, University of Louisville, Louisville, Kentucky, United States
| | | | - Martin F. Bjurström
- Department of Anesthesiology and Intensive Care, Skane University Hospital, Lund Sweden
| | - Maxwell Boakye
- Department of Neurosurgery, University of Louisville, Louisville, Kentucky, United States
| | - Brian J. Williams
- Department of Neurosurgery, University of Louisville, Louisville, Kentucky, United States
| | - Norberto Andaluz
- Department of Neurosurgery, University of Louisville, Louisville, Kentucky, United States
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Dietz N, Sarpong K, Ugiliweneza B, Wang D, Aslan SS, Castillo C, Boakye M, Herrity AN. Longitudinal Trends and Prevalence of Bowel Management in Individuals With Spinal Cord Injury. Top Spinal Cord Inj Rehabil 2021; 27:53-67. [PMID: 34866888 DOI: 10.46292/sci21-00008] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023]
Abstract
Background: Neurogenic bowel dysfunction (NBD) following spinal cord injury (SCI) represents a major source of morbidity, negatively impacting quality of life and overall independence. The long-term changes in bowel care needs are not well-reported, preventing consensus on the natural course and optimal management of NBD following injury. Objectives: To understand the changes in bowel management needs over time following SCI. Methods: A retrospective observational study using the National Spinal Cord Injury Model Systems database evaluated the degree of independence with bowel management at discharge from inpatient rehabilitation across time (1988-2016). The prevalence and consecutive trajectory of bowel management was also evaluated at discharge and at each 5-year follow-up period, for 25 years. Results: The majority of individuals discharged from inpatient rehabilitation (n = 17,492) required total assistance with bowel management, a trend that significantly increased over time. However, by 5-years post injury, there was a significant shift in bowel management needs from total assistance to modified independence. In those with consecutive 25-year follow-up data (n = 11,131), a similar shift in bowel management to a less dependent strategy occurred even at chronic time points post injury, primarily in individuals with paraplegia and classified as motor and sensory complete. Conclusion: The findings of this study highlight the need for providing continued multipronged interventions (e.g., rehabilitative, educational, psycho-social) at the different stages of SCI to support individuals not only in the immediate years after discharge but also well into the chronic stages after injury.
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Affiliation(s)
- Nicholas Dietz
- Department of Neurological Surgery, University of Louisville, Louisville, Kentucky
| | - Kwadwo Sarpong
- School of Medicine, Georgetown University, Washington, DC
| | - Beatrice Ugiliweneza
- Department of Neurological Surgery, University of Louisville, Louisville, Kentucky.,Kentucky Spinal Cord Injury Research Center, University of Louisville, Louisville, Kentucky.,Department of Health Management and Systems Science, University of Louisville, Louisville, Kentucky
| | - Dengzhi Wang
- Department of Neurological Surgery, University of Louisville, Louisville, Kentucky.,Kentucky Spinal Cord Injury Research Center, University of Louisville, Louisville, Kentucky
| | - Sevda S Aslan
- Department of Neurological Surgery, University of Louisville, Louisville, Kentucky.,Kentucky Spinal Cord Injury Research Center, University of Louisville, Louisville, Kentucky
| | - Camilo Castillo
- Department of Neurological Surgery, University of Louisville, Louisville, Kentucky.,Division of Physical Medicine and Rehabilitation, University of Louisville, Louisville, Kentucky
| | - Maxwell Boakye
- Department of Neurological Surgery, University of Louisville, Louisville, Kentucky.,Kentucky Spinal Cord Injury Research Center, University of Louisville, Louisville, Kentucky
| | - April N Herrity
- Department of Neurological Surgery, University of Louisville, Louisville, Kentucky.,Kentucky Spinal Cord Injury Research Center, University of Louisville, Louisville, Kentucky.,Department of Physiology, University of Louisville, Louisville, Kentucky
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40
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Jackson JE, Beres AL, Theodorou CM, Ugiliweneza B, Boakye M, Nuño M. Long-term impact of abusive head trauma in young children: Outcomes at 5 and 11 years old. J Pediatr Surg 2021; 56:2318-2325. [PMID: 33714452 PMCID: PMC8374003 DOI: 10.1016/j.jpedsurg.2021.02.019] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/07/2020] [Revised: 02/02/2021] [Accepted: 02/08/2021] [Indexed: 10/22/2022]
Abstract
BACKGROUND Abusive head trauma (AHT) is a leading cause of morbidity and mortality among young children. We aimed to evaluate the long-term impact of AHT. METHODS Using administrative claims from 2000-2018, children <3 years old with documented AHT who had follow-up through ages 5 and 11 years were identified. The primary outcome was incidence of neurodevelopmental disability and the secondary outcome was the effect of age at time of AHT on long-term outcomes. RESULTS 1,165 children were identified with follow-up through age 5; 358 also had follow-up through age 11. The incidence of neurodevelopmental disability was 68.0% (792/1165) at 5 years of age and 81.6% (292/358) at 11 years of age. The incidence of disability significantly increased for the 358 children followed from 5 to 11 years old (+14.3 percentage points, p<0.0001). Children <1 year old at the time of AHT were more likely to develop disabilities when compared to 2 year olds. CONCLUSIONS AHT is associated with significant long-term disability by age 5 and the incidence increased by age 11 years. There is an association between age at time of AHT and long-term outcomes. Efforts to improve comprehensive follow-up as children continue to age is important. LEVEL OF EVIDENCE IV.
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Affiliation(s)
- Jordan E Jackson
- Department of Surgery, Division of Pediatric Surgery, University of California, Davis Medical Center, 2335 Stockton Blvd, Room 5107, Sacramento, CA, United States.
| | - Alana L Beres
- Department of Surgery, Division of Pediatric Surgery, University of California, Davis Medical Center, Sacramento, CA
| | - Christina M Theodorou
- Department of Surgery, Division of Pediatric Surgery, University of California, Davis Medical Center, Sacramento, CA
| | | | - Maxwell Boakye
- Department of Neurosurgery, University of Louisville, Louisville, KY
| | - Miriam Nuño
- Department of Surgery, Division of Pediatric Surgery, University of California, Davis Medical Center, Sacramento, CA.,Department of Public Health Sciences, Division of Biostatistics, University of California Davis, Sacramento, CA
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41
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Nguyen A, Chow DSL, Wu L, Teng YA, Sarkar M, Toups EG, Harrop JS, Schmitt KM, Johnson MM, Guest JD, Aarabi B, Shaffrey CI, Boakye M, Frankowski RF, Fehlings MG, Grossman RG. Longitudinal Impact of Acute Spinal Cord Injury on Clinical Pharmacokinetics of Riluzole, a Potential Neuroprotective Agent. J Clin Pharmacol 2021; 61:1232-1242. [PMID: 33908635 PMCID: PMC8457124 DOI: 10.1002/jcph.1876] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2021] [Accepted: 04/18/2021] [Indexed: 11/09/2022]
Abstract
Riluzole, a benzothiazole sodium channel blocker that received US Food and Drug Administration approval to attenuate neurodegeneration in amyotrophic lateral sclerosis in 1995, was found to be safe and potentially efficacious in a spinal cord injury (SCI) population, as evident in a phase I clinical trial. The acute and progressive nature of traumatic SCI and the complexity of secondary injury processes can alter the pharmacokinetics of therapeutics. A 1-compartment with first-order elimination population pharmacokinetic model for riluzole incorporating time-dependent clearance and volume of distribution was developed from combined data of the phase 1 and the ongoing phase 2/3 trials. This change in therapeutic exposure may lead to a biased estimate of the exposure-response relationship when evaluating therapeutic effects. With the developed model, a rational, optimal dosing scheme can be designed with time-dependent modification that preserves the required therapeutic exposure of riluzole.
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Affiliation(s)
- Ashley Nguyen
- Department of Pharmacological and Pharmaceutical Sciences, College of Pharmacy, University of Houston, Houston, Texas, USA
| | - Diana S-L Chow
- Department of Pharmacological and Pharmaceutical Sciences, College of Pharmacy, University of Houston, Houston, Texas, USA
| | - Lei Wu
- Department of Pharmacological and Pharmaceutical Sciences, College of Pharmacy, University of Houston, Houston, Texas, USA
| | - Yang Angela Teng
- Department of Pharmacological and Pharmaceutical Sciences, College of Pharmacy, University of Houston, Houston, Texas, USA.,Covance, Madison, Wisconsin, USA
| | - Mahua Sarkar
- Department of Pharmacological and Pharmaceutical Sciences, College of Pharmacy, University of Houston, Houston, Texas, USA
| | - Elizabeth G Toups
- Department of Neurosurgery, Houston Methodist Research Institute, Houston, Texas, USA
| | - James S Harrop
- Department of Neurosurgery, Thomas Jefferson University, Philadelphia, Pennsylvania, USA
| | - Karl M Schmitt
- Department of Neurosurgery, Health Science Center, University of Texas, Houston, Texas, USA
| | - Michele M Johnson
- Department of Neurosurgery, Health Science Center, University of Texas, Houston, Texas, USA.,Atlanta Brain and Spine Care, Atlanta, Georgia, USA
| | - James D Guest
- Department of Neurological Surgery, Miller School of Medicine, University of Miami, Miami, Florida, USA
| | - Bizhan Aarabi
- Department of Neurosurgery, University of Maryland, Baltimore, Maryland, USA
| | - Christopher I Shaffrey
- Department of Neurosurgery, University of Virginia Health System, Charlottesville, Virginia, USA.,Department of Neurosurgery, Duke University Medical Center, Durham, North Carolina, USA
| | - Maxwell Boakye
- Department of Neurosurgery, University of Louisville, Louisville, Kentucky, USA
| | - Ralph F Frankowski
- Late colleague, Division of Biostatistics, University of Texas School of Public Health, Houston, Texas, USA
| | - Michael G Fehlings
- Division of Neurosurgery and Spine Program, Toronto Western Hospital, University of, Toronto, Ontario, Canada
| | - Robert G Grossman
- Department of Neurosurgery, Houston Methodist Research Institute, Houston, Texas, USA
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42
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Herrity AN, Hubscher CH, Angeli CA, Boakye M, Harkema SJ. Impact of long-term epidural electrical stimulation enabled task-specific training on secondary conditions of chronic paraplegia in two humans. J Spinal Cord Med 2021; 44:513-514. [PMID: 34270394 PMCID: PMC8288117 DOI: 10.1080/10790268.2021.1918967] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/20/2022] Open
Affiliation(s)
- April N. Herrity
- Kentucky Spinal Cord Injury Research Center, University of Louisville, Louisville, Kentucky, USA,Department of Neurological Surgery, University of Louisville, Louisville, Kentucky, USA,Correspondence to: April N. Herrity. E-mail:
| | - Charles H. Hubscher
- Kentucky Spinal Cord Injury Research Center, University of Louisville, Louisville, Kentucky, USA,Department of Anatomical Sciences and Neurobiology, University of Louisville, Louisville, Kentucky, USA
| | - Claudia A. Angeli
- Kentucky Spinal Cord Injury Research Center, University of Louisville, Louisville, Kentucky, USA,Department of Bioengineering, University of Louisville, Louisville, Kentucky, USA
| | - Maxwell Boakye
- Kentucky Spinal Cord Injury Research Center, University of Louisville, Louisville, Kentucky, USA,Department of Neurological Surgery, University of Louisville, Louisville, Kentucky, USA
| | - Susan J. Harkema
- Kentucky Spinal Cord Injury Research Center, University of Louisville, Louisville, Kentucky, USA,Department of Neurological Surgery, University of Louisville, Louisville, Kentucky, USA
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43
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Williamson T, Hodges S, Yang LZ, Lee HJ, Gabr M, Ugiliweneza B, Boakye M, Shaffrey CI, Goodwin CR, Karikari IO, Lad S, Abd-El-Barr M. Impact of US hospital center and interhospital transfer on spinal cord injury management: An analysis of the National Trauma Data Bank. J Trauma Acute Care Surg 2021; 90:1067-1076. [PMID: 34016930 PMCID: PMC8243877 DOI: 10.1097/ta.0000000000003165] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
BACKGROUND Traumatic spinal cord injury (SCI) is a serious public health problem. Outcomes are determined by severity of immediate injury, mitigation of secondary downstream effects, and rehabilitation. This study aimed to understand how the center type a patient presents to and whether they are transferred influence management and outcome. METHODS The National Trauma Data Bank was used to identify patients with SCI. The primary objective was to determine association between center type, transfer, and surgical intervention. A secondary objective was to determine association between center type, transfer, and surgical timing. Multivariable logistic regression models were fit on surgical intervention and timing of the surgery as binary variables, adjusting for relevant clinical and demographic variables. RESULTS There were 11,744 incidents of SCI identified. A total of 2,883 patients were transferred to a Level I center and 4,766 presented directly to a level I center. Level I center refers to level I trauma center. Those who were admitted directly to level I centers had a higher odd of receiving a surgery (odds ratio, 1.703; 95% confidence interval, 1.47-1.97; p < 0.001), but there was no significant difference in terms of timing of surgery. Patients transferred into a level I center were also more likely to undergo surgery than those at a level II/III/IV center, although this was not significant (odds ratio, 1.213; 95% confidence interval, 0.099-1.48; p = 0.059). CONCLUSION Patients with traumatic SCI admitted to level I trauma centers were more likely to have surgery, particularly if they were directly admitted to a level I center. This study provides insights into a large US sample and sheds light on opportunities for improving pre hospital care pathways for patients with traumatic SCI, to provide the timely and appropriate care and achieve the best possible outcomes. LEVEL OF EVIDENCE Care management, Level IV.
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Affiliation(s)
| | - Sarah Hodges
- Duke University School of Medicine, Department of Neurosurgery
| | | | - Hui-Jie Lee
- Duke University Department of Biostatistics and Bioinformatics
| | - Mostafa Gabr
- Duke University School of Medicine, Department of Neurosurgery
| | - Beatrice Ugiliweneza
- University of Louisville, Kentucky Spinal Cord Injury Research Center, Department of Neurosurgery, School of Medicine
| | - Maxwell Boakye
- University of Louisville, Kentucky Spinal Cord Injury Research Center, Department of Neurosurgery, School of Medicine
| | | | - C Rory Goodwin
- Duke University School of Medicine, Department of Neurosurgery
| | | | - Shivanand Lad
- Duke University School of Medicine, Department of Neurosurgery
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44
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Kumar CD, Dietz N, Sharma M, Cruz A, Counts CE, Wang D, Ugiliweneza B, Boakye M, Drazin D. Spine Surgery in the Octogenarian Population: A Comparison of Demographics, Surgical Approach, and Healthcare Utilization With the PearlDiver Database. Cureus 2021; 13:e14561. [PMID: 34026377 PMCID: PMC8133513 DOI: 10.7759/cureus.14561] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/03/2022] Open
Abstract
Background With the recent advances in technology and healthcare, increasing numbers of individuals over the age of 80 will require surgical intervention for spinal pathology. Given the risk of increased complications in the elderly, a limited number of spinal surgeries are performed on octogenarians every year. This makes it difficult to generalize the trends and outcomes of these surgeries to a greater population. This study attempts to understand the trends in the safety profile and healthcare utilization across the United States for octogenarians undergoing spinal fusion and/or decompression surgery for spinal stenosis and/or degenerative disease using the PearlDiver database. Methodology Patients who underwent fusion and/or decompression for stenosis and/or degenerative diseases were extracted using International Classification of Disease ninth and tenth revisions (ICD-9 prior to October 2015, ICD-10 after) from 2007 to 2016 in the PearlDiver database. Three comparative groups were considered: (1) primary fusion without concurrent decompression, (2) primary decompression with concurrent fusion, and (3) fusion with concurrent decompression. Outcomes of interest were patient characteristics, demographics, length of stay, surgery hospitalization payments, and discharge disposition. These outcomes were compared to patients over the age of 20 who also underwent spinal surgery. Results A total of 9,715 patients who underwent spinal surgery were identified in the search. Of the 9,139 patients, 503 were octogenarians and 73 were nonagenarians. Octogenarians and nonagenarians diagnosed with spinal stenosis were more likely to undergo decompression alone rather than fusion or both fusion and decompression (21 for both fusion and decompression; p < 0.0001). Patients diagnosed with both spinal stenosis and degeneration were more likely to undergo both fusion and decompression than fusion or decompression alone (239 for both, 208 for decompression alone, and 23 for fusion alone; p < 0.0001). No statistically significant difference was found in the percentage of patients discharged home following either fusion or decompression or both surgeries (p = 0.0737). The mean length of stay for patients in the 20-79-year age group was 2.79 days, whereas for the octogenarian and nonagenarian cohort it was 3.85 days. The index hospitalization pay for patients in the 20-79-year age group was $19,220, whereas for the octogenarians and nonagenarians cohort it was $15,091. Conclusions Patients over the age of 80 were more likely to undergo either a fusion procedure or a decompression procedure alone rather than both unless they were diagnosed with spinal degeneration. The PearlDiver database analysis indicates that the length of stay for octogenarians and nonagenarians is longer than that for patients in the 20-79-year age group, and that younger patients are more likely to be discharged earlier than patients over the age of 80. Moreover, we observed that the index hospitalization pay was higher for patients over the age of 20 than for octogenarians and nonagenarians in all cases except for a fusion procedure.
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Affiliation(s)
- Chitra D Kumar
- Neurosurgery, University of Cincinnati College of Medicine, Cincinnati, USA
| | - Nicholas Dietz
- Neurosurgery, University of Louisville School of Medicine, Louisville, USA
| | - Mayur Sharma
- Neurosurgery, University of Louisville School of Medicine, Louisville, USA
| | - Aurora Cruz
- Neurosurgery, University of Louisville School of Medicine, Louisville, USA
| | | | - Dengzhi Wang
- Neurosurgery, University of Louisville School of Medicine, Louisville, USA
| | - Beatrice Ugiliweneza
- Neurosurgery, University of Louisville School of Medicine, Louisville, USA.,Kentucky Spinal Cord Injury Research Center, University of Louisville, Louisville, USA.,Department of Health Management and Systems Science, University of Louisville, Louisville, USA
| | - Maxwell Boakye
- Neurosurgery, University of Louisville School of Medicine, Louisville, USA
| | - Doniel Drazin
- Medicine, Pacific Northwest University of Health Sciences, Yakima, USA
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45
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Mesbah S, Ball T, Angeli C, Rejc E, Dietz N, Ugiliweneza B, Harkema S, Boakye M. Predictors of volitional motor recovery with epidural stimulation in individuals with chronic spinal cord injury. Brain 2021; 144:420-433. [PMID: 33367527 DOI: 10.1093/brain/awaa423] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2020] [Revised: 05/25/2020] [Accepted: 09/30/2020] [Indexed: 12/25/2022] Open
Abstract
Spinal cord epidural stimulation (scES) has enabled volitional lower extremity movements in individuals with chronic and clinically motor complete spinal cord injury and no clinically detectable brain influence. The aim of this study was to understand whether the individuals' neuroanatomical characteristics or positioning of the scES electrode were important factors influencing the extent of initial recovery of lower limb voluntary movements in those with clinically motor complete paralysis. We hypothesized that there would be significant correlations between the number of joints moved during attempts with scES prior to any training interventions and the amount of cervical cord atrophy above the injury, length of post-traumatic myelomalacia and the amount of volume coverage of lumbosacral enlargement by the stimulation electrode array. The clinical and imaging records of 20 individuals with chronic and clinically motor complete spinal cord injury who underwent scES implantation were reviewed and analysed using MRI and X-ray integration, image segmentation and spinal cord volumetric reconstruction techniques. All individuals that participated in the scES study (n = 20) achieved, to some extent, lower extremity voluntary movements post scES implant and prior to any locomotor, voluntary movement or cardiovascular training. The correlation results showed that neither the cross-section area of spinal cord at C3 (n = 19, r = 0.33, P = 0.16) nor the length of severe myelomalacia (n = 18, r = -0.02, P = 0.93) correlated significantly with volitional lower limb movement ability. However, there was a significant, moderate correlation (n = 20, r = 0.59, P = 0.006) between the estimated percentage of the lumbosacral enlargement coverage by the paddle electrode as well as the position of the paddle relative to the maximal lumbosacral enlargement and the conus tip (n = 20, r = 0.50, P = 0.026) with the number of joints moved volitionally. These results suggest that greater coverage of the lumbosacral enlargement by scES may improve motor recovery prior to any training, possibly because of direct modulatory effects on the spinal networks that control lower extremity movements indicating the significant role of motor control at the level of the spinal cord.
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Affiliation(s)
- Samineh Mesbah
- Kentucky Spinal Cord Injury Research Center, University of Louisville, Louisville, KY, USA
| | - Tyler Ball
- Department of Neurosurgery, University of Louisville, Louisville, KY, USA
| | - Claudia Angeli
- Kentucky Spinal Cord Injury Research Center, University of Louisville, Louisville, KY, USA.,Department of Bioengineering, University of Louisville, Louisville, KY, USA.,Frazier Rehab Institute, University of Louisville Health, Louisville, KY, USA
| | - Enrico Rejc
- Kentucky Spinal Cord Injury Research Center, University of Louisville, Louisville, KY, USA.,Department of Neurosurgery, University of Louisville, Louisville, KY, USA
| | - Nicholas Dietz
- Department of Neurosurgery, University of Louisville, Louisville, KY, USA
| | - Beatrice Ugiliweneza
- Kentucky Spinal Cord Injury Research Center, University of Louisville, Louisville, KY, USA.,Department of Neurosurgery, University of Louisville, Louisville, KY, USA
| | - Susan Harkema
- Kentucky Spinal Cord Injury Research Center, University of Louisville, Louisville, KY, USA.,Department of Neurosurgery, University of Louisville, Louisville, KY, USA.,Frazier Rehab Institute, University of Louisville Health, Louisville, KY, USA
| | - Maxwell Boakye
- Kentucky Spinal Cord Injury Research Center, University of Louisville, Louisville, KY, USA.,Department of Neurosurgery, University of Louisville, Louisville, KY, USA
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46
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Boakye M, Sharma M, Adams S, Chandler T, Wang D, Ugiliweneza B, Drazin D. Patterns and Impact of Electronic Health Records-Defined Depression Phenotypes in Spine Surgery. Neurosurgery 2021; 89:E19-E32. [PMID: 33862621 DOI: 10.1093/neuros/nyab096] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2020] [Accepted: 01/21/2021] [Indexed: 12/19/2022] Open
Abstract
BACKGROUND Preoperative depression is a risk factor for poor outcomes after spine surgery. OBJECTIVE To understand effects of depression on spine surgery outcomes and healthcare resource utilization. METHODS Using IBM's MarketScan Database, we identified 52 480 patients who underwent spinal fusion. Retained patients were classified into 6 depression phenotype groups based on International Classification of Disease, 9th/10th Revision (ICD-9/10) codes and use/nonuse of antidepressant medications: major depressive disorder (MDD), other depression (OthDep), antidepressants for other psychiatric condition (PsychRx), antidepressants for physical (nonpsychiatric) condition (NoPsychRx), psychiatric condition only (PsychOnly), and no depression (NoDep). We analyzed baseline demographics, comorbidities, healthcare utilization/payments, and chronic opioid use. RESULTS Breakdown of groups in our cohort: MDD (15%), OthDep (12%), PsychRx (13%), NonPsychRx (15%), PsychOnly (12%), and NoDep (33%). Postsurgery: increased outpatient resource utilization, admissions, and medication refills at 1, 2, and 5 yr in the NoDep, PsychOnly, NonPsychRx, PsychRx, and OthDep groups, and highest in MDD. Postoperative opioid usage rates remained unchanged in MDD (44%) and OthDep (36%), and reduced in PsychRx (40%), NonPsychRx (31%), and PsychOnly (20%), with greatest reduction in NoDep (13%). Reoperation rates: 1 yr after index procedure, MDD, OthDep, PsychRx, NonPsychRx, and PsychOnly had more reoperations compared to NoDep, and same at 2 and 5 yr. In NoDep patients, 45% developed new depressive phenotype postsurgery. CONCLUSION EHR-defined classification allowed us to study in depth the effects of depression in spine surgery. This increased understanding of the interplay of mental health will help providers identify cohorts at risk for high complication rates, and health care utilization.
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Affiliation(s)
- Maxwell Boakye
- Department of Neurosurgery, University of Louisville, Louisville, Kentucky, USA
| | - Mayur Sharma
- Department of Neurosurgery, University of Louisville, Louisville, Kentucky, USA
| | - Shawn Adams
- Department of Neurosurgery, University of Louisville, Louisville, Kentucky, USA
| | - Thomas Chandler
- Department of Neurosurgery, University of Louisville, Louisville, Kentucky, USA
| | - Dengzhi Wang
- Department of Neurosurgery, University of Louisville, Louisville, Kentucky, USA
| | | | - Doniel Drazin
- Pacific Northwest University of Health Sciences, Yakima, Washington, USA
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Boakye M, Ugiliweneza B, Madrigal F, Mesbah S, Ovechkin A, Angeli C, Bloom O, Wecht JW, Ditterline B, Harel NY, Kirshblum S, Forrest G, Wu S, Harkema S, Guest J. Clinical Trial Designs for Neuromodulation in Chronic Spinal Cord Injury Using Epidural Stimulation. Neuromodulation 2021; 24:405-415. [PMID: 33794042 DOI: 10.1111/ner.13381] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2020] [Revised: 01/11/2021] [Accepted: 02/09/2021] [Indexed: 12/17/2022]
Abstract
STUDY DESIGN This is a narrative review focused on specific challenges related to adequate controls that arise in neuromodulation clinical trials involving perceptible stimulation and physiological effects of stimulation activation. OBJECTIVES 1) To present the strengths and limitations of available clinical trial research designs for the testing of epidural stimulation to improve recovery after spinal cord injury. 2) To describe how studies can control for the placebo effects that arise due to surgical implantation, the physical presence of the battery, generator, control interfaces, and rehabilitative activity aimed to promote use-dependent plasticity. 3) To mitigate Hawthorne effects that may occur in clinical trials with intensive supervised participation, including rehabilitation. MATERIALS AND METHODS Focused literature review of neuromodulation clinical trials with integration to the specific context of epidural stimulation for persons with chronic spinal cord injury. CONCLUSIONS Standard of care control groups fail to control for the multiple effects of knowledge of having undergone surgical procedures, having implanted stimulation systems, and being observed in a clinical trial. The irreducible effects that have been identified as "placebo" require sham controls or comparison groups in which both are implanted with potentially active devices and undergo similar rehabilitative training.
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Affiliation(s)
- Maxwell Boakye
- Department of Neurological Surgery, University of Louisville, Louisville, KY, USA.,Kentucky Spinal Cord Injury Research Center, University of Louisville, Louisville, KY, USA
| | - Beatrice Ugiliweneza
- Department of Neurological Surgery, University of Louisville, Louisville, KY, USA.,Kentucky Spinal Cord Injury Research Center, University of Louisville, Louisville, KY, USA.,Department of Health Management and Systems Sciences, University of Louisville, Louisville, KY, USA
| | - Fabian Madrigal
- Department of Neurological Surgery, University of Louisville, Louisville, KY, USA
| | - Samineh Mesbah
- Kentucky Spinal Cord Injury Research Center, University of Louisville, Louisville, KY, USA
| | - Alexander Ovechkin
- Department of Neurological Surgery, University of Louisville, Louisville, KY, USA.,Kentucky Spinal Cord Injury Research Center, University of Louisville, Louisville, KY, USA
| | - Claudia Angeli
- Kentucky Spinal Cord Injury Research Center, University of Louisville, Louisville, KY, USA.,Department of Bioengineering, University of Louisville, Louisville, KY, USA.,Frazier Rehabilitation Institute, University of Louisville Health, Louisville, KY, USA
| | - Ona Bloom
- Feinstein Institute for Medical Research, Manhasset, NY, USA.,Department of Molecular Medicine, Zucker School of Medicine at Hofstra Northwell, Manhasset, NY, USA.,Department of Physical Medicine and Rehabilitation, Zucker School of Medicine at Hofstra Northwell, Manhasset, NY, USA.,James J Peters VA Medical Center, Bronx, NY, USA
| | - Jill W Wecht
- James J Peters VA Medical Center, Bronx, NY, USA.,The Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Bonnie Ditterline
- Department of Neurological Surgery, University of Louisville, Louisville, KY, USA.,Kentucky Spinal Cord Injury Research Center, University of Louisville, Louisville, KY, USA
| | - Noam Y Harel
- James J Peters VA Medical Center, Bronx, NY, USA.,The Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Steven Kirshblum
- Kessler Institute for Rehabilitation, Department of Physical Medicine and Rehabilitation, Rutgers New Jersey Medical School, Newark, NY, USA.,Human Performance and Engineering Research, Kessler Foundation, West Orange, NJ, USA
| | - Gail Forrest
- Human Performance and Engineering Research, Kessler Foundation, West Orange, NJ, USA.,Department of Physical Medicine and Rehabilitation, Rutgers New Jersey Medical School, Newark, NJ, USA
| | - Samuel Wu
- Department of Biostatistics, CTSI Data Coordinating Center, University of Florida, Gainesville, FL, USA
| | - Susan Harkema
- Department of Neurological Surgery, University of Louisville, Louisville, KY, USA.,Kentucky Spinal Cord Injury Research Center, University of Louisville, Louisville, KY, USA.,Frazier Rehabilitation Institute, University of Louisville Health, Louisville, KY, USA
| | - James Guest
- Neurological Surgery, and the Miami Project to Cure Paralysis, Miller School of Medicine, Miami, FL, USA
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48
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Dietz N, Sharma M, Alhourani A, Ugiliweneza B, Nuno M, Drazin D, Wang D, Boakye M. Preoperative and Postoperative Opioid Dependence in Patients Undergoing Anterior Cervical Diskectomy and Fusion for Degenerative Spinal Disorders. J Neurol Surg A Cent Eur Neurosurg 2021; 82:232-240. [PMID: 33540452 DOI: 10.1055/s-0040-1718759] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
BACKGROUND Anterior cervical diskectomy and fusion (ACDF) is a procedure for effectively relieving radiculopathy. Opioids are commonly overprescribed in postsurgical settings and prescriptions vary widely among providers. We identify trends in opioid dependence before and after ACDF. METHODS We used the Truven Health MarketScan data to identify adult patients undergoing ACDF for degenerative cervical spine conditions between 2009 and 2015. Patients were segregated in four cohorts of preoperative and postoperative opioid nondependence (ND) or dependence (D) with 15 months of postoperative follow-up. RESULTS A total of 25,403 patients with median age of 52 years (18-92) who underwent ACDF met the inclusion criteria. Breakdown of the four cohorts was as follows: prior nondependent who remain nondependent (NDND): 62.76% (n = 15,944); prior nondependent who become dependent (NDD): 4.6% (n = 1,168); prior dependent who become nondependent (DND): 14.03% (n = 3,564); and prior dependent who remain dependent (DD): 18.61% (n = 4,727). Opioid dependence decreased 9.43% postoperatively. Overall payments and 30-day readmissions increased 1.96 and 1.79 times for opioid dependent versus nondependent cohorts, respectively. Adjusted payments at 3 to 15 months were significantly increased for dependent cohorts with 3.56-fold increase for the DD cohort when compared with the NDND cohort. Length of stay, complications, medication refills, outpatient measures, and hospital admissions were also higher in those groups with postoperative opioid dependence when compared with those who were not opioid dependent. CONCLUSIONS Opioid dependence after ACDF is associated with increased hospital readmissions, complication rates at 30 days, and payments within 3 months and 3 to 15 months postdischarge. Overall opioid dependence was decreased after ACDF procedure, however, a smaller number of opioid-dependent and opioid-naive patients became dependent postoperatively and should be followed carefully.
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Affiliation(s)
- Nicholas Dietz
- Department of Neurological Surgery, University of Louisville, Louisville, Kentucky, United States
| | - Mayur Sharma
- Department of Neurological Surgery, University of Louisville, Louisville, Kentucky, United States
| | - Ahmad Alhourani
- Department of Neurological Surgery, University of Louisville, Louisville, Kentucky, United States
| | - Beatrice Ugiliweneza
- Department of Neurological Surgery, University of Louisville, Louisville, Kentucky, United States
| | - Miriam Nuno
- Department of Neurosurgery, University of California Davis, Davis, California, United States
| | - Doniel Drazin
- Department of Neurosurgery, Pacific Northwest University of Health Sciences, Yakima, Washington, United States
| | - Dengzhi Wang
- Department of Neurosurgery, University of California Davis, Davis, California, United States
| | - Maxwell Boakye
- Department of Neurological Surgery, University of Louisville, Louisville, Kentucky, United States.,Department of Neurosurgery, Robley Rex VA Medical Center, Louisville, Kentucky, United States
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49
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John K, Sharma M, Dietz N, Nosova K, Chandler T, Ugiliweneza B, Boakye M. Radiographic Parameters of Cervical Facet Fractures Predicting Failure of Conservative Management. Neurosurgery 2020. [DOI: 10.1093/neuros/nyaa447_453] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
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50
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Sharma M, Ball T, Alhourani A, Ugiliweneza B, Wang D, Boakye M, Neimat JS. Inverse National Trends of Laser Interstitial Thermal Therapy (LITT) and Open Surgical Procedures for Refractory Epilepsy. Neurosurgery 2020. [DOI: 10.1093/neuros/nyaa447_671] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
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