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Gorbacheva A, Goudarzi A, Vengsarkar VA, Pierre C, Gerstmeyer J, Oskouian R, Chapman JR, Lockey S. The Impact of Hypoalbuminemia on Outcomes in Non-Surgically Treated Patients With Central Cord Injury. Global Spine J 2025:21925682251321835. [PMID: 39957266 PMCID: PMC11831611 DOI: 10.1177/21925682251321835] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/25/2024] [Accepted: 02/04/2025] [Indexed: 02/18/2025] Open
Abstract
STUDY DESIGN Database study. OBJECTIVES Acute traumatic central cord syndrome (atCCS) is the most common incomplete spinal cord injury in the US, characterized by motor weakness of the upper extremities with relative sparing of the lower extremities and varying degrees of bladder dysfunction and sensory changes caudal to the lesion. Hypoalbuminemia (HA) has previously been associated with poorer outcomes following acute spinal cord injury. We hypothesized that patients with atCCS and HA treated non-surgically experienced worse outcomes than those without HA. METHODS Data was collected using the PearldiverTM database and included adult patients who sustained atCCS from 2010-2022Q2. Pearson χ2 test and Welch's t-test were used to evaluate differences in demographic and clinical data. Univariate analysis and multivariate logistic regression were performed. RESULTS HA in conjunction with non-surgical care of atCCS was associated with an increased risk of development of renal failure and pressure ulcers as well as longer length of stay and two-year mortality. There was no significant increase in odds ratios for 90-day hospital readmission, pneumonia, UTI, respiratory failure, or sepsis. CONCLUSIONS Patients with hypoalbuminemia after atCCS treated non-surgically are at an increased risk of developing complications such as renal failure, pressure ulcers, longer lengths of stay and increased mortality. Surprisingly, respiratory failure, pneumonia, and sepsis were not found to be statistically different between patients with atCCS with and without HA. Inherent to a database study there are predictable limitations, however a large-scale analysis could help further delineate physiologic factors affecting outcomes of atCCS patients.
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Affiliation(s)
| | - Ariaz Goudarzi
- Department of Orthopaedic Surgery, University of Virginia Health System, Charlottesville, VA, USA
| | - Ved A. Vengsarkar
- Department of Orthopaedic Surgery, University of Virginia Health System, Charlottesville, VA, USA
| | - Clifford Pierre
- Seattle Science Foundation, Seattle, WA, USA
- Swedish Neuroscience Institute, Seattle, WA, USA
| | - Julius Gerstmeyer
- Seattle Science Foundation, Seattle, WA, USA
- Swedish Neuroscience Institute, Seattle, WA, USA
- Department of General and Trauma Surgery, BG University Hospital Bergmannsheil, Bochum, Germany
| | - Rod Oskouian
- Seattle Science Foundation, Seattle, WA, USA
- Swedish Neuroscience Institute, Seattle, WA, USA
| | - Jens R. Chapman
- Seattle Science Foundation, Seattle, WA, USA
- Swedish Neuroscience Institute, Seattle, WA, USA
| | - Stephen Lockey
- Department of Orthopaedic Surgery, University of Virginia Health System, Charlottesville, VA, USA
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Noonan VK, Humphreys S, Biering-Sørensen F, Charlifue S, Chen Y, Guest JD, Jones LAT, French J, Widerström-Noga E, Lemmon VP, Heinemann AW, Schwab JM, Phillips AA, Rizi MM, Kramer JLK, Jutzeler CR, Torres-Espin A. Enhancing data standards to advance translation in spinal cord injury. Exp Neurol 2025; 384:115048. [PMID: 39522801 DOI: 10.1016/j.expneurol.2024.115048] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2024] [Revised: 11/03/2024] [Accepted: 11/04/2024] [Indexed: 11/16/2024]
Abstract
Data standards are available for spinal cord injury (SCI). The International SCI Data Sets were created in 2002 and there are currently 27 freely available. In 2014 the National Institute of Neurological Disorders and Stroke developed clinical common data elements to promote clinical data sharing in SCI. The objective of this paper is to provide an overview of SCI data standards, describe learnings from the traumatic brain injury (TBI) field using data to enhance research and care, and discuss future opportunities in SCI. Given the complexity of SCI, frameworks such as a systems medicine approach and Big Data perspective have been advanced. Implementation of these frameworks require multi-modal data and a shift towards open science and principles such as requiring data to be FAIR (Findable, Accessible, Interoperable and Reusable). Advanced analytics such as artificial intelligence require data to be interoperable so data can be exchanged among different technology systems and software applications. The TBI field has multiple ongoing initiatives to promote sharing and data reuse for both pre-clinical and clinical studies, which is an opportunity for the SCI field given these injuries can often occur concomitantly. The adoption of interoperable standards, data sharing, open science, and the use of advanced analytics in SCI is needed to facilitate translation in research and care. It is critical that people with lived experience are engaged to ensure data are relevant and enhances quality of life.
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Affiliation(s)
- Vanessa K Noonan
- Praxis Spinal Cord Institute, Vancouver, BC, Canada; International Collaboration on Repair Discoveries (ICORD), University of British Columbia, Vancouver, BC, Canada.
| | | | - Fin Biering-Sørensen
- Department of Clinical Medicine, University of Copenhagen and Department of Brain and Spinal Cord Injuries, Bodil Eskesen Center, Rigshospitalet, Glostrup, Denmark
| | | | - Yuying Chen
- University of Alabama at Birmingham, Birmingham, AL, USA
| | - James D Guest
- Department of Neurosurgery and the Miami Project to Cure Paralysis, the Miller School of Medicine, University of Miami, Miami, FL, USA
| | - Linda A T Jones
- Center for Outcomes and Measurement, Jefferson College of Rehabilitation Sciences, Thomas Jefferson University, Philadelphia, PA, USA
| | - Jennifer French
- Neurotech Network, Saint Petersburg, FL, USA; North American Spinal Cord Injury Consortium, Niagara Falls, NY, USA
| | - Eva Widerström-Noga
- Miami Project to Cure Paralysis, University of Miami, Miami, FL, USA; Neuroscience Graduate Program, University of Miami, Miami, FL, USA
| | - Vance P Lemmon
- Miami Project to Cure Paralysis, University of Miami, Miami, FL, USA; Center for Computational Science, University of Miami, Coral Gables, FL, USA
| | - Allen W Heinemann
- Department of Physical Medicine and Rehabilitation, Feinberg School of Medicine, Northwestern University, Evanston, IL, USA; Center for Rehabilitation Outcomes Research, Shirley Ryan AbilityLab, Chicago, IL, USA
| | - Jan M Schwab
- Department of Neurology and Experimental Neurology, Clinical and Experimental Spinal Cord Injury Research, Charité - Universitätsmedizin Berlin, Berlin, Germany; Department of Neurology, Spinal Cord Injury Division, The Ohio State University, Wexner Medical Center, Columbus, OH, USA; Belford Center for Spinal Cord Injury, Departments of Physical Medicine and Rehabilitation and Neuroscience, The Ohio State University, Wexner Medical Center, Columbus, OH, USA
| | - Aaron A Phillips
- Departments of Physiology and Pharmacology, Clinical Neurosciences, Cardiac Sciences, Biomedical Engineering, Hotchkiss Brain Institute, Libin Cardiovascular Institute, Restore Network, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
| | | | - John L K Kramer
- International Collaboration on Repair Discoveries (ICORD), University of British Columbia, Vancouver, BC, Canada; Department of Anesthesiology, Pharmacology, & Therapeutics, Faculty of Medicine, University of British Columbia, Vancouver, BC, Canada
| | - Catherine R Jutzeler
- Department of Health Sciences and Technology (D-HEST), ETH Zurich, Universitätstrasse 2, 8092 Zürich, Switzerland; SIB Swiss Institute of Bioinformatics, Quartier Sorge - Bâtiment Amphipôle, 1015 Lausanne, Switzerland
| | - Abel Torres-Espin
- School of Public Health Sciences, University of Waterloo, Waterloo, ON, Canada; Department of Physical Therapy, Faculty of Rehabilitation Medicine, University of Alberta, Edmonton, AB, Canada; Department of Neurosurgery, Brain and Spinal Injury Center, Weill Institutes for Neurosciences, University of California San Francisco, San Francisco, CA, USA
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3
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Cartagena-Reyes MA, Solomon E, Silva Aponte J, Joshi A, Raad M, Hassanzadeh H, Jain A. Development of a Novel Risk Stratification Score to Predict 30-Day Mortality in Cervical Trauma Patients: CLAAD Score. Clin Spine Surg 2024; 37:275-281. [PMID: 38490969 DOI: 10.1097/bsd.0000000000001596] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/11/2023] [Accepted: 11/29/2023] [Indexed: 03/18/2024]
Abstract
STUDY DESIGN Case control. OBJECTIVE Traumatic cervical spine injuries are associated with a substantial risk of mortality. The aim of this study is to develop a novel mortality prediction model for patients with cervical trauma who require operative treatment. SUMMARY OF BACKGROUND DATA Patients with cervical spine trauma have a high risk of postoperative complications and mortality. There are few reliable systems that can accurately predict mortality after surgery for cervical spine trauma, and those that do exist are typically not specific to cervical trauma. MATERIALS AND METHODS The National Surgical Quality Improvement Program (NSQIP) database was used to identify patients undergoing surgery for cervical spine trauma. Univariate analyses were performed to identify variables associated with mortality. Variables that were found to be significant in the univariate models were compiled into a multivariable model. The final model was compared with the American Society of Anesthesiologists (ASA), a modified Charlson comorbidity index (mCCI), and the 5-factor modified frailty index (mFI-5) in respect to predicting 30-day mortality after cervical trauma. The score was then externally validated using the Nationwide Inpatient Sample (NIS) database. RESULTS Fifty-five (6.7%) of 822 patients did not survive 30 days after surgery. The final multivariable logistic regression model consisted of the following variables: circumferential fusion "C." long "L" fusion (more than 4 levels), anemia "A," age over 60 "A," and dialysis "D." The risk of mortality increased with increasing CLAAD score, with mortality rates of 0.9%, 3.1%, 7.4%, 22.7%, and 14.3% for scores of 0, 1, 2, 3, and 4, respectively. The CLAAD model had an AUC of 0.73 for predicting mortality after cervical trauma. CONCLUSIONS The CLAAD score is a simple and effective system that can help identify patients at risk of increased mortality within 30 days of cervical trauma. LEVEL OF EVIDENCE Level III.
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Chen H, Wu L, Zhang Y, Ding W, Xiaofan Y. Steroid inhibited Serpina3n expression which was positively correlated with the degrees of spinal cord injury. Heliyon 2024; 10:e26649. [PMID: 38449654 PMCID: PMC10915347 DOI: 10.1016/j.heliyon.2024.e26649] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2023] [Revised: 01/23/2024] [Accepted: 02/16/2024] [Indexed: 03/08/2024] Open
Abstract
Aims The aim of our project was to identify proteins associated with the extent of spinal cord injury (SCI) and subsequent long-term neurological recovery. Methods Through proteomic analysis, we identified proteins that are differentially expressed specifically in the acute phase of injury. We analyzed the concentrations of differentially expressed proteins in serum and the injured spinal cord segment by ELISA. Results Serpina3n protein expression in the injured spinal cord segment was increased 101-fold at 12 h after severe SCI and 89-fold at 12 h after mild SCI, as determined by LC‒MS/MS. In the mild and severe SCI groups, serum Serpina3n levels began to increase at 12 h and peaked at 24 h. At 12 h, 24 h and 3 d after injury, serum Serpina3n protein levels were significantly correlated with the severity of injury (12 h: r = 0.6034, P = 0.008; 24 h: r = 0.7542, P = 0.0003; 3 d: r = 0.862, P < 0.001). Serum Serpina3n levels at 2 h, 24 h and 3 d post injury were significantly correlated with long-term neurological recovery at 28 d after SCI (2 h: r = -0.5781, P = 0.012; 24 h: r = -0.5912, P = 0.0098; 3 d: r = -0.7792, P < 0.0001). Methylprednisolone treatment would decrease the serum Serpina3n levels in mice with mild and severe SCI compared with those in placebo-group mice at 12 h and 24 h after SCI. The serum Serpina3n concentration in the severe SCI group was significantly reduced on the third day after steroid treatment. Conclusion Taken together, these data suggest that serpina3n may be a circulating biomarker of acute SCI and may be closely associated with injury severity and long-term motor function recovery.
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Affiliation(s)
- Haihong Chen
- Orthopaedic Department, Minhang Hospital, Fudan University, Shanghai, 201199, China
| | - Liang Wu
- Orthopaedic Department, Minhang Hospital, Fudan University, Shanghai, 201199, China
| | - Yue Zhang
- Rehabilitation Department, Minhang Hospital, Fudan University, Shanghai, 201199, China
| | - Wang Ding
- Orthopaedic Department, Minhang Hospital, Fudan University, Shanghai, 201199, China
| | - Yin Xiaofan
- Orthopaedic Department, Minhang Hospital, Fudan University, Shanghai, 201199, China
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5
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Buzoianu AD, Sharma A, Muresanu DF, Feng L, Huang H, Chen L, Tian ZR, Nozari A, Lafuente JV, Sjöqvist PO, Wiklund L, Sharma HS. Nanodelivery of histamine H3 receptor inverse agonist BF-2649 with H3 receptor antagonist and H4 receptor agonist clobenpropit induced neuroprotection is potentiated by antioxidant compound H-290/51 in spinal cord injury. INTERNATIONAL REVIEW OF NEUROBIOLOGY 2023; 172:37-77. [PMID: 37833018 DOI: 10.1016/bs.irn.2023.06.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/15/2023]
Abstract
Military personnel are often victims of spinal cord injury resulting in lifetime disability and decrease in quality of life. However, no suitable therapeutic measures are still available to restore functional disability or arresting the pathophysiological progression of disease in victims for leading a better quality of life. Thus, further research in spinal cord injury using novel strategies or combination of available neuroprotective drugs is urgently needed for superior neuroprotection. In this regard, our laboratory is engaged in developing TiO2 nanowired delivery of drugs, antibodies and enzymes in combination to attenuate spinal cord injury induced pathophysiology and functional disability in experimental rodent model. Previous observations show that histamine antagonists or antioxidant compounds when given alone in spinal cord injury are able to induce neuroprotection for short periods after trauma. In this investigation we used a combination of histaminergic drugs with antioxidant compound H-290/51 using their nanowired delivery for neuroprotection in spinal cord injury of longer duration. Our observations show that a combination of H3 receptor inverse agonist BF-2549 with H3 receptor antagonist and H4 receptor agonist clobenpropit induced neuroprotection is potentiated by antioxidant compound H-290/51 in spinal cord injury. These observations suggests that histamine receptors are involved in the pathophysiology of spinal cord injury and induce superior neuroprotection in combination with an inhibitor of lipid peroxidation H-290/51, not reported earlier. The possible mechanisms and significance of our findings in relation to future clinical approaches in spinal cord injury is discussed.
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Affiliation(s)
- Anca D Buzoianu
- Department of Clinical Pharmacology and Toxicology, "Iuliu Hatieganu" University of Medicine and Pharmacy, Cluj-Napoca, Romania
| | - Aruna Sharma
- International Experimental Central Nervous System Injury & Repair (IECNSIR), Dept. of Surgical Sciences, Anesthesiology & Intensive Care Medicine, Uppsala University Hospital, Uppsala University, Uppsala, Sweden.
| | - Dafin F Muresanu
- Dept. Clinical Neurosciences, University of Medicine & Pharmacy, Cluj-Napoca, Romania; ''RoNeuro'' Institute for Neurological Research and Diagnostic, Mircea Eliade Street, Cluj-Napoca, Romania
| | - Lianyuan Feng
- Department of Neurology, Bethune International Peace Hospital, Zhongshan Road (West), Shijiazhuang, Hebei Province, P.R. China
| | - Hongyun Huang
- Beijing Hongtianji Neuroscience Academy, Beijing, P.R. China
| | - Lin Chen
- Department of Neurosurgery, Dongzhimen Hospital, Beijing University of Traditional Chinese Medicine, Beijing, P.R. China
| | - Z Ryan Tian
- Dept. Chemistry & Biochemistry, University of Arkansas, Fayetteville, AR, United States
| | - Ala Nozari
- Department of Anesthesiology, Boston University, Albany str, Boston MA, United States
| | - José Vicente Lafuente
- LaNCE, Dept. Neuroscience, University of the Basque Country (UPV/EHU), Leioa, Bizkaia, Spain
| | - Per-Ove Sjöqvist
- Division of Cardiology, Department of Medicine, Karolinska Institutet, Karolinska University Hospital, Stockholm, Sweden
| | - Lars Wiklund
- International Experimental Central Nervous System Injury & Repair (IECNSIR), Dept. of Surgical Sciences, Anesthesiology & Intensive Care Medicine, Uppsala University Hospital, Uppsala University, Uppsala, Sweden
| | - Hari Shanker Sharma
- International Experimental Central Nervous System Injury & Repair (IECNSIR), Dept. of Surgical Sciences, Anesthesiology & Intensive Care Medicine, Uppsala University Hospital, Uppsala University, Uppsala, Sweden; LaNCE, Dept. Neuroscience, University of the Basque Country (UPV/EHU), Leioa, Bizkaia, Spain.
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6
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Shimizu T, Suda K, Harmon SM, Komatsu M, Ota M, Ushirozako H, Minami A, Takahata M, Iwasaki N, Takahashi H, Yamazaki M. The Impact of Diffuse Idiopathic Skeletal Hyperostosis on Nutritional Status, Neurological Outcome, and Perioperative Complications in Patients with Cervical Spinal Cord Injury. J Clin Med 2023; 12:5714. [PMID: 37685779 PMCID: PMC10488386 DOI: 10.3390/jcm12175714] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2023] [Revised: 08/26/2023] [Accepted: 08/27/2023] [Indexed: 09/10/2023] Open
Abstract
This retrospective study aimed to investigate the characteristics of patients with cervical spinal cord injuries (CSCI) with diffuse idiopathic skeletal hyperostosis (DISH). We included 153 consecutive patients with CSCI who underwent posterior decompression and fusion surgery. The patients were divided into two groups based on the presence of DISH. Patient characteristics, neurological status on admission, nutritional status, perioperative laboratory variables, complications, neurological outcomes at discharge, and medical costs were compared between the groups. The DISH group (n = 24) had significantly older patients (72.1 vs. 65.9, p = 0.036), more patients with low-impact trauma (62.5% vs. 34.1%, p = 0.009), and a lower preoperative prognostic nutritional index on admission (39.8 vs. 42.5, p = 0.014) than the non-DISH group (n =129). Patients with DISH had significantly higher rates of ventilator management (16.7% vs. 3.1%, p = 0.022) and pneumonia (29.2% vs. 8.5%, p = 0.010). There was no significant difference in medical costs and neurological outcomes on discharge. Patients with CSCI and DISH were older, had poor nutritional status, and were prone to postoperative respiratory complications, while no differences were found between the neurological outcomes of patients with CSCI with and without DISH.
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Affiliation(s)
- Tomoaki Shimizu
- Department of Orthopaedic Surgery, Hokkaido Spinal Cord Injury Center, 3-1 Higashi 4 Minami 1, Bibai 072-0015, Hokkaido, Japan (H.U.)
| | - Kota Suda
- Department of Orthopaedic Surgery, Hokkaido Spinal Cord Injury Center, 3-1 Higashi 4 Minami 1, Bibai 072-0015, Hokkaido, Japan (H.U.)
| | - Satoko Matsumoto Harmon
- Department of Orthopaedic Surgery, Hokkaido Spinal Cord Injury Center, 3-1 Higashi 4 Minami 1, Bibai 072-0015, Hokkaido, Japan (H.U.)
| | - Miki Komatsu
- Department of Orthopaedic Surgery, Hokkaido Spinal Cord Injury Center, 3-1 Higashi 4 Minami 1, Bibai 072-0015, Hokkaido, Japan (H.U.)
| | - Masahiro Ota
- Department of Orthopaedic Surgery, Hokkaido Spinal Cord Injury Center, 3-1 Higashi 4 Minami 1, Bibai 072-0015, Hokkaido, Japan (H.U.)
| | - Hiroki Ushirozako
- Department of Orthopaedic Surgery, Hokkaido Spinal Cord Injury Center, 3-1 Higashi 4 Minami 1, Bibai 072-0015, Hokkaido, Japan (H.U.)
| | - Akio Minami
- Department of Orthopaedic Surgery, Hokkaido Spinal Cord Injury Center, 3-1 Higashi 4 Minami 1, Bibai 072-0015, Hokkaido, Japan (H.U.)
| | - Masahiko Takahata
- Department of Orthopaedic Surgery, Hokkaido University Graduate School of Medicine, Sapporo 060-0815, Hokkaido, Japan
| | - Norimasa Iwasaki
- Department of Orthopaedic Surgery, Hokkaido University Graduate School of Medicine, Sapporo 060-0815, Hokkaido, Japan
| | - Hiroshi Takahashi
- Department of Orthopaedic Surgery, Faculty of Medicine, University of Tsukuba, Tsukuba 305-8575, Ibaraki, Japan
| | - Masashi Yamazaki
- Department of Orthopaedic Surgery, Faculty of Medicine, University of Tsukuba, Tsukuba 305-8575, Ibaraki, Japan
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Sargent L, Smitherman J, Sorenson M, Brown R, Starkweather A. Cognitive and physical impairment in spinal cord injury: A scoping review and call for new understanding. J Spinal Cord Med 2023; 46:343-366. [PMID: 36441038 PMCID: PMC10114976 DOI: 10.1080/10790268.2022.2134634] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/29/2022] Open
Abstract
Study Design: Scoping review.Objective: To examine potential underlying mechanisms of cognitive and physical impairment in patients with spinal cord injury and identify current research gaps.Methods: A scoping review of the literature was conducted following the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) extension for scoping reviews to identify primary studies that explored mechanisms of cognitive and/or physical impairment after spinal cord injury. The databases searched were PubMed/MEDLINE, EMBASE (OVID), Cumulative Index to Nursing and Allied Health Literature (CINAHL; EBSCO), Web of Science, Scopus, and PsycInfo. These databases were searched from inception through December 20, 2021.Results: Accumulating research suggests that neuroinflammation and neurodegeneration after a traumatic event may be possible mechanisms for cognitive impairment among patients with SCI. In addition, lack of physical activity due to impaired mobility is associated with an increased risk of cognitive impairment.Conclusion: While the results establish a foundation for understanding how cognitive impairment, mental health, and physical function independently affect patients with SCI, further research is warranted to understand how these factors systemically impact the patient and discover refined targets for future rehabilitation therapies. Studies should also explore potential predisposing factors for the relationship between cognitive and physical impairment among patients with SCI.
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Affiliation(s)
- Lana Sargent
- School of Nursing, Virginia Commonwealth University, Richmond, USA
- Geriatric Pharmacotherapy Program, Virginia Commonwealth University, Richmond, USA
- Institute for Inclusion, Inquiry & Innovation iCubed Health and Wellness in Aging Transdisciplinary Core, Richmond, USA
| | - Jonice Smitherman
- Institute for Inclusion, Inquiry & Innovation iCubed Health and Wellness in Aging Transdisciplinary Core, Richmond, USA
| | | | - Roy Brown
- Health Sciences Library, VCU Libraries, Richmond, USA
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Leister I, Altendorfer B, Maier D, Mach O, Wutte C, Grillhösl A, Arevalo-Martin A, Garcia-Ovejero D, Aigner L, Grassner L. Serum Levels of Glial Fibrillary Acidic Protein and Neurofilament Light Protein Are Related to the Neurological Impairment and Spinal Edema after Traumatic Spinal Cord Injury. J Neurotrauma 2021; 38:3431-3439. [PMID: 34541888 DOI: 10.1089/neu.2021.0264] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Neurological examination in the acute phase after spinal cord injury (SCI) is often impossible and severely confounded by pharmacological sedation or concomitant injuries. Therefore, diagnostic biomarkers that objectively characterize severity or the presence of SCI are urgently needed to facilitate clinical decision-making. This study aimed to determine if serum markers of neural origin are related to: 1) presence and severity of SCI, and 2) magnetic resonance imaging (MRI) parameters in the very acute post-injury phase. We performed a secondary analysis of serological parameters, as well as MRI findings in patients with acute SCI (n = 38). Blood samples were collected between Days 1-4 post-injury. Serum protein levels of glial fibrillary acidic protein (GFAP), neuron-specific enolase (NSE), and neurofilament light protein (NfL) were determined. A group of 41 age- and sex-matched healthy individuals served as control group. In the group of individuals with SCI, pre-operative sagittal and axial T2-weighted and sagittal T1-weighted MRI scans were available for 21 patients. Serum markers of neural origin are different among individuals who sustained traumatic SCI depending on injury severity, and the extent of the lesion according to MRI in the acute injury phase. Unbiased Recursive Partitioning regression with Conditional Inference Trees (URP-CTREE) produced preliminary cut-off values for NfL (75.217 pg/mL) and GFAP (73.121 pg/mL), allowing a differentiation between individuals with SCI and healthy controls within the first 4 days after SCI. Serum proteins NfL and GFAP qualify as diagnostic biomarkers for the presence and severity of SCI in the acute post-injury phase, where the reliability of clinical exams is limited.
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Affiliation(s)
- Iris Leister
- ParaMove, SCI Research Unit, BG Trauma Center Murnau, Murnau, Germany, and Paracelsus Medical University, Salzburg, Austria.,Spinal Cord Injury Center, Clinical Research Unit, Neuroradiology and Interventional Radiology, BG Trauma Center Murnau, Murnau, Germany.,Institute of Molecular Regenerative Medicine, Paracelsus Medical University, Salzburg, Austria.,Spinal Cord Injury and Tissue Regeneration Center Salzburg (SCI-TReCS), Paracelsus Medical University, Salzburg, Austria
| | - Barbara Altendorfer
- Institute of Molecular Regenerative Medicine, Paracelsus Medical University, Salzburg, Austria.,Spinal Cord Injury and Tissue Regeneration Center Salzburg (SCI-TReCS), Paracelsus Medical University, Salzburg, Austria
| | - Doris Maier
- ParaMove, SCI Research Unit, BG Trauma Center Murnau, Murnau, Germany, and Paracelsus Medical University, Salzburg, Austria
| | - Orpheus Mach
- ParaMove, SCI Research Unit, BG Trauma Center Murnau, Murnau, Germany, and Paracelsus Medical University, Salzburg, Austria.,Spinal Cord Injury Center, Clinical Research Unit, Neuroradiology and Interventional Radiology, BG Trauma Center Murnau, Murnau, Germany
| | - Christof Wutte
- Department of Neurosurgery, Neuroradiology and Interventional Radiology, BG Trauma Center Murnau, Murnau, Germany.,Institute of Biomechanics, BG Trauma Center Murnau, Germany, and Paracelsus Medical University, Salzburg, Austria
| | - Andreas Grillhösl
- Department of Radiology, Neuroradiology and Interventional Radiology, BG Trauma Center Murnau, Murnau, Germany
| | - Angel Arevalo-Martin
- Laboratory of Neuroinflammation, Hospital Nacional de Paraplejicos, SESCAM, Toledo, Spain
| | - Daniel Garcia-Ovejero
- Laboratory of Neuroinflammation, Hospital Nacional de Paraplejicos, SESCAM, Toledo, Spain
| | - Ludwig Aigner
- ParaMove, SCI Research Unit, BG Trauma Center Murnau, Murnau, Germany, and Paracelsus Medical University, Salzburg, Austria.,Spinal Cord Injury Center, Clinical Research Unit, Neuroradiology and Interventional Radiology, BG Trauma Center Murnau, Murnau, Germany.,Institute of Molecular Regenerative Medicine, Paracelsus Medical University, Salzburg, Austria.,Spinal Cord Injury and Tissue Regeneration Center Salzburg (SCI-TReCS), Paracelsus Medical University, Salzburg, Austria.,Austrian Cluster for Tissue Regeneration, Vienna, Austria
| | - Lukas Grassner
- ParaMove, SCI Research Unit, BG Trauma Center Murnau, Murnau, Germany, and Paracelsus Medical University, Salzburg, Austria.,Spinal Cord Injury Center, Clinical Research Unit, Neuroradiology and Interventional Radiology, BG Trauma Center Murnau, Murnau, Germany.,Institute of Molecular Regenerative Medicine, Paracelsus Medical University, Salzburg, Austria.,Spinal Cord Injury and Tissue Regeneration Center Salzburg (SCI-TReCS), Paracelsus Medical University, Salzburg, Austria.,Department of Neurosurgery, Neuroradiology and Interventional Radiology, BG Trauma Center Murnau, Murnau, Germany.,Institute of Biomechanics, BG Trauma Center Murnau, Germany, and Paracelsus Medical University, Salzburg, Austria.,Department of Neurosurgery, Medical University Innsbruck, Innsbruck, Austria
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9
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Bourguignon L, Vo AK, Tong B, Geisler F, Mach O, Maier D, Kramer JL, Grassner L, Jutzeler CR. Natural Progression of Routine Laboratory Markers after Spinal Trauma: A Longitudinal, Multi-Cohort Study. J Neurotrauma 2021; 38:2151-2161. [PMID: 33882712 PMCID: PMC8309438 DOI: 10.1089/neu.2021.0012] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023] Open
Abstract
Our objective was to track and quantify the natural course of serological markers over the 1st year following spinal cord injury. For that purpose, data on serological markers, demographics, and injury characteristics were extracted from medical records of a clinical trial (Sygen) and an ongoing observational cohort study (Murnau study). The primary outcomes were concentration/levels/amount of commonly collected serological markers at multiple time points. Two-way analysis of variance (ANOVA) and mixed-effects regression techniques were used to account for the longitudinal data and adjust for potential confounders. Trajectories of serological markers contained in both data sources were compared using the slope of progression. Our results show that, at baseline (≤ 2 weeks post-injury), most serological markers were at pathological levels, but returned to normal values over the course of 6-12 months post-injury. The baseline levels and longitudinal trajectories were dependent on injury severity. More complete injuries were associated with more pathological values (e.g., hematocrit, ANOVA test; χ2 = 68.93, df = 3, adjusted p value <0.001, and χ2 = 73.80, df = 3, adjusted p value <0.001, in the Sygen and Murnau studies, respectively). Comparing the two databases revealed some differences in the serological markers, which are likely attributable to differences in study design, sample size, and standard of care. We conclude that because of trauma-induced physiological perturbations, serological markers undergo marked changes over the course of recovery, from initial pathological levels that normalize within a year. The findings from this study are important, as they provide a benchmark for clinical decision making and prospective clinical trials. All results can be interactively explored on the Haemosurveillance web site (https://jutzelec.shinyapps.io/Haemosurveillance/) and GitHub repository (https://github.com/jutzca/Systemic-effects-of-Spinal-Cord-Injury).
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Affiliation(s)
- Lucie Bourguignon
- Department of Biosystems Science and Engineering, ETH Zurich and SIB Swiss Institute of Bioinformatics, Zurich, Switzerland
| | - Anh Khoa Vo
- International Collaboration on Repair Discoveries (ICORD), University of British Columbia, Vancouver, British Columbia, Canada
| | - Bobo Tong
- International Collaboration on Repair Discoveries (ICORD), University of British Columbia, Vancouver, British Columbia, Canada
| | - Fred Geisler
- Department of Medical Imaging, College of Medicine, University of Saskatchewan, Saskatoon, Saskatchewan, Canada
| | - Orpheus Mach
- Spinal Cord Injury Center, Trauma Center Murnau, Murnau, Germany
| | - Doris Maier
- Spinal Cord Injury Center, Trauma Center Murnau, Murnau, Germany
| | - John L.K. Kramer
- International Collaboration on Repair Discoveries (ICORD), University of British Columbia, Vancouver, British Columbia, Canada
- Djavad Mowafaghian Centre for Brain Health, University of British Columbia, Vancouver, British Columbia, Canada
- Department of Anesthesiology, Pharmacology, and Therapeutics, Faculty of Medicine, and University of British Columbia, Vancouver, British Columbia, Canada
- Hugill Centre for Anesthesia, University of British Columbia, Vancouver, British Columbia, Canada
| | - Lukas Grassner
- Department of Neurosurgery, Medical University Innsbruck, Innsbruck, Austria
- Institute of Molecular Regenerative Medicine, Spinal Cord Injury and Tissue Regeneration Center Salzburg, Paracelsus Medical University, Salzburg, Austria
| | - Catherine R. Jutzeler
- Department of Biosystems Science and Engineering, ETH Zurich and SIB Swiss Institute of Bioinformatics, Zurich, Switzerland
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10
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Schading S, Emmenegger TM, Freund P. Improving Diagnostic Workup Following Traumatic Spinal Cord Injury: Advances in Biomarkers. Curr Neurol Neurosci Rep 2021; 21:49. [PMID: 34268621 PMCID: PMC8282571 DOI: 10.1007/s11910-021-01134-x] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/24/2021] [Indexed: 02/06/2023]
Abstract
PURPOSE OF REVIEW Traumatic spinal cord injury (SCI) is a life-changing event with drastic implications for patients due to sensorimotor impairment and autonomous dysfunction. Current clinical evaluations focus on the assessment of injury level and severity using standardized neurological examinations. However, they fail to predict individual trajectories of recovery, which highlights the need for the development of advanced diagnostics. This narrative review identifies recent advances in the search of clinically relevant biomarkers in the field of SCI. RECENT FINDINGS Advanced neuroimaging and molecular biomarkers sensitive to the disease processes initiated by the SCI have been identified. These biomarkers range from advanced neuroimaging techniques, neurophysiological readouts, and molecular biomarkers identifying the concentrations of several proteins in blood and CSF samples. Some of these biomarkers improve current prediction models based on clinical readouts. Validation with larger patient cohorts is warranted. Several biomarkers have been identified-ranging from imaging to molecular markers-that could serve as advanced diagnostic and hence supplement current clinical assessments.
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Affiliation(s)
- Simon Schading
- Spinal Cord Injury Centre, Balgrist University Hospital, University of Zurich, Forchstrasse 340, 8008, Zurich, Switzerland
| | - Tim M Emmenegger
- Spinal Cord Injury Centre, Balgrist University Hospital, University of Zurich, Forchstrasse 340, 8008, Zurich, Switzerland
| | - Patrick Freund
- Spinal Cord Injury Centre, Balgrist University Hospital, University of Zurich, Forchstrasse 340, 8008, Zurich, Switzerland.
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11
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Leister I, Linde LD, Vo AK, Haider T, Mattiassich G, Grassner L, Schaden W, Resch H, Jutzeler CR, Geisler FH, Kramer JLK, Aigner L. Routine Blood Chemistry Predicts Functional Recovery After Traumatic Spinal Cord Injury: A Post Hoc Analysis. Neurorehabil Neural Repair 2021; 35:321-333. [PMID: 33615895 DOI: 10.1177/1545968321992328] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Abstract
BACKGROUND Spinal cord injury (SCI) leads to various degrees of lifelong functional deficits. Most individuals with incomplete SCI experience a certain degree of functional recovery, especially within the first-year postinjury. However, this is difficult to predict, and surrogate biomarkers are urgently needed. OBJECTIVE We aimed to (1) determine if routine blood chemistry parameters are related to neurological recovery after SCI, (2) evaluate if such parameters could predict functional recovery, and (3) establish cutoff values that could inform clinical decision-making. METHODS We performed a post hoc analysis of routine blood chemistry parameters in patients with traumatic SCI (n = 676). Blood samples were collected between 24 and 72 hours as well as at 1, 2, 4, 8, and 52 weeks postinjury. Linear mixed models, regression analysis, and unbiased recursive partitioning (URP) of blood chemistry data were used to relate to and predict walking recovery 1 year postinjury. RESULTS The temporal profile of platelet counts and serum levels of albumin, alkaline phosphatase, and creatinine differentiated patients who recovered walking from those who remained wheelchair bound. The 4 blood chemistry parameters from the sample collection 8 weeks postinjury predicted functional recovery observed 1 year after incomplete SCI. Finally, URP defined a cutoff for serum albumin at 3.7 g/dL, which in combination with baseline injury severity differentiates individuals who regain ambulation from those not able to walk. Specifically, about 80% of those with albumin >3.7 g/dL recovered walking. CONCLUSIONS Routine blood chemistry data from the postacute phase, together with baseline injury severity, predict functional outcome after incomplete SCI.
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Affiliation(s)
- Iris Leister
- Institute of Molecular Regenerative Medicine, Paracelsus Medical University, Salzburg, Austria.,Spinal Cord Injury and Tissue Regeneration Center Salzburg (SCI-TReCS), and ParaMove, Paracelsus Medical University, Salzburg, Austria.,International Collaboration on Repair Discoveries (ICORD), University of British Columbia, Vancouver, British Columbia, Canada
| | - Lukas D Linde
- International Collaboration on Repair Discoveries (ICORD), University of British Columbia, Vancouver, British Columbia, Canada
| | - Anh Khoa Vo
- International Collaboration on Repair Discoveries (ICORD), University of British Columbia, Vancouver, British Columbia, Canada
| | - Thomas Haider
- Department of Orthopedics and Trauma Surgery, Medical University of Vienna, Vienna, Austria
| | - Georg Mattiassich
- Ludwig-Boltzmann Institute for Experimental and Clinical Traumatology, Vienna, Austria.,Traumacenter Graz, Teaching Hospital of the Medical University Graz, Graz, Austria
| | - Lukas Grassner
- Institute of Molecular Regenerative Medicine, Paracelsus Medical University, Salzburg, Austria.,Spinal Cord Injury and Tissue Regeneration Center Salzburg (SCI-TReCS), and ParaMove, Paracelsus Medical University, Salzburg, Austria.,Department of Neurosurgery, Medical University Innsbruck, Innsbruck, Austria.,Department of Paraplegiology, BG Trauma Center Murnau, Murnau, Germany.,ParaMove, Paracelsus Medical University Salzburg, Austria, and Department of Paraplegiology, BG Trauma Center Murnau, Murnau, Germany
| | - Wolfgang Schaden
- Ludwig-Boltzmann Institute for Experimental and Clinical Traumatology, Vienna, Austria.,AUVA Trauma Center Meidling, Vienna, Austria
| | - Herbert Resch
- Spinal Cord Injury and Tissue Regeneration Center Salzburg (SCI-TReCS), and ParaMove, Paracelsus Medical University, Salzburg, Austria
| | - Catherine R Jutzeler
- International Collaboration on Repair Discoveries (ICORD), University of British Columbia, Vancouver, British Columbia, Canada.,Spinal Cord Injury Center, University Hospital Balgrist, University of Zurich, Zurich, Switzerland.,Department of Biosystems Science and Engineering, Swiss Federal Institute, Basel, Switzerland
| | - Fred H Geisler
- College of Medicine at the University of Saskatchewan, Saskatoon, Saskatchewan, Canada
| | - John L K Kramer
- International Collaboration on Repair Discoveries (ICORD), University of British Columbia, Vancouver, British Columbia, Canada.,Shared senior-authorship
| | - Ludwig Aigner
- Institute of Molecular Regenerative Medicine, Paracelsus Medical University, Salzburg, Austria.,Spinal Cord Injury and Tissue Regeneration Center Salzburg (SCI-TReCS), and ParaMove, Paracelsus Medical University, Salzburg, Austria.,Austrian Cluster for Tissue Regeneration.,ParaMove, Paracelsus Medical University Salzburg, Austria, and Department of Paraplegiology, BG Trauma Center Murnau, Murnau, Germany.,Shared senior-authorship
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