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Mahanes D, Muehlschlegel S, Wartenberg KE, Rajajee V, Alexander SA, Busl KM, Creutzfeldt CJ, Fontaine GV, Hocker SE, Hwang DY, Kim KS, Madzar D, Mainali S, Meixensberger J, Varelas PN, Weimar C, Westermaier T, Sakowitz OW. Guidelines for neuroprognostication in adults with traumatic spinal cord injury. Neurocrit Care 2024; 40:415-437. [PMID: 37957419 PMCID: PMC10959804 DOI: 10.1007/s12028-023-01845-8] [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: 07/17/2023] [Accepted: 08/17/2023] [Indexed: 11/15/2023]
Abstract
BACKGROUND Traumatic spinal cord injury (tSCI) impacts patients and their families acutely and often for the long term. The ability of clinicians to share prognostic information about mortality and functional outcomes allows patients and their surrogates to engage in decision-making and plan for the future. These guidelines provide recommendations on the reliability of acute-phase clinical predictors to inform neuroprognostication and guide clinicians in counseling adult patients with tSCI or their surrogates. METHODS A narrative systematic review was completed using Grading of Recommendations Assessment, Development, and Evaluation methodology. Candidate predictors, including clinical variables and prediction models, were selected based on clinical relevance and presence of an appropriate body of evidence. The Population/Intervention/Comparator/Outcome/Timing/Setting question was framed as "When counseling patients or surrogates of critically ill patients with traumatic spinal cord injury, should < predictor, with time of assessment if appropriate > be considered a reliable predictor of < outcome, with time frame of assessment >?" Additional full-text screening criteria were used to exclude small and lower quality studies. Following construction of an evidence profile and summary of findings, recommendations were based on four Grading of Recommendations Assessment, Development, and Evaluation criteria: quality of evidence, balance of desirable and undesirable consequences, values and preferences, and resource use. Good practice recommendations addressed essential principles of neuroprognostication that could not be framed in the Population/Intervention/Comparator/Outcome/Timing/Setting format. Throughout the guideline development process, an individual living with tSCI provided perspective on patient-centered priorities. RESULTS Six candidate clinical variables and one prediction model were selected. Out of 11,132 articles screened, 369 met inclusion criteria for full-text review and 35 articles met eligibility criteria to guide recommendations. We recommend pathologic findings on magnetic resonance imaging, neurological level of injury, and severity of injury as moderately reliable predictors of American Spinal Cord Injury Impairment Scale improvement and the Dutch Clinical Prediction Rule as a moderately reliable prediction model of independent ambulation at 1 year after injury. No other reliable or moderately reliable predictors of mortality or functional outcome were identified. Good practice recommendations include considering the complete clinical condition as opposed to a single variable and communicating the challenges of likely functional deficits as well as potential for improvement and for long-term quality of life with SCI-related deficits to patients and surrogates. CONCLUSIONS These guidelines provide recommendations about the reliability of acute-phase predictors of mortality, functional outcome, American Spinal Injury Association Impairment Scale grade conversion, and recovery of independent ambulation for consideration when counseling patients with tSCI or their surrogates and suggest broad principles of neuroprognostication in this context.
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Affiliation(s)
- Dea Mahanes
- Departments of Neurology and Neurosurgery, UVA Health, University of Virginia, Charlottesville, VA, USA
| | - Susanne Muehlschlegel
- Departments of Neurology, Anesthesiology and Surgery, University of Massachusetts Chan Medical School, Worcester, MA, USA
| | | | | | | | - Katharina M Busl
- Departments of Neurology and Neurosurgery, College of Medicine, University of Florida, Gainesville, FL, USA
| | | | - Gabriel V Fontaine
- Departments of Pharmacy and Neurosciences, Intermountain Health, Salt Lake City, UT, USA
| | - Sara E Hocker
- Department of Neurology, Mayo Clinic, Rochester, MN, USA
| | - David Y Hwang
- Department of Neurology, University of North Carolina, Chapel Hill, NC, USA
| | - Keri S Kim
- Department of Pharmacy Practice, University of Illinois at Chicago, Chicago, IL, USA
| | - Dominik Madzar
- Department of Neurology, University of Erlangen-Nuremberg, Erlangen, Germany
| | - Shraddha Mainali
- Department of Neurology, Virginia Commonwealth University, Richmond, VA, USA
| | | | | | - Christian Weimar
- Institute of Medical Informatics, Biometry and Epidemiology, University Hospital Essen, Essen, Germany
- BDH-Clinic Elzach, Elzach, Germany
| | - Thomas Westermaier
- Department of Neurosurgery, Helios Amper-Klinikum Dachau, Dachau, Germany
| | - Oliver W Sakowitz
- Department of Neurosurgery, Neurosurgery Center Ludwigsburg-Heilbronn, Ludwigsburg, Germany.
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Li C, Wu C, Ji C, Xu G, Chen J, Zhang J, Hong H, Liu Y, Cui Z. The pathogenesis of DLD-mediated cuproptosis induced spinal cord injury and its regulation on immune microenvironment. Front Cell Neurosci 2023; 17:1132015. [PMID: 37228705 PMCID: PMC10203164 DOI: 10.3389/fncel.2023.1132015] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/26/2022] [Accepted: 04/18/2023] [Indexed: 05/27/2023] Open
Abstract
Introduction Spinal cord injury (SCI) is a severe central nervous system injury that leads to significant sensory and motor impairment. Copper, an essential trace element in the human body, plays a vital role in various biological functions and is strictly regulated by copper chaperones and transporters. Cuproptosis, a novel type of metal ion-induced cell death, is distinct from iron deprivation. Copper deprivation is closely associated with mitochondrial metabolism and mediated by protein fatty acid acylation. Methods In this study, we investigated the effects of cuproptosis-related genes (CRGs) on disease progression and the immune microenvironment in acute spinal cord injury (ASCI) patients. We obtained the gene expression profiles of peripheral blood leukocytes from ASCI patients using the Gene Expression Omnibus (GEO) database. We performed differential gene analysis, constructed protein-protein interaction networks, conducted weighted gene co-expression network analysis (WGCNA), and built a risk model. Results Our analysis revealed that dihydrolipoamide dehydrogenase (DLD), a regulator of copper toxicity, was significantly associated with ASCI, and DLD expression was significantly upregulated after ASCI. Furthermore, gene ontology (GO) enrichment analysis and gene set variation analysis (GSVA) showed abnormal activation of metabolism-related processes. Immune infiltration analysis indicated a significant decrease in T cell numbers in ASCI patients, while M2 macrophage numbers were significantly increased and positively correlated with DLD expression. Discussion In summary, our study demonstrated that DLD affects the ASCI immune microenvironment by promoting copper toxicity, leading to increased peripheral M2 macrophage polarization and systemic immunosuppression. Thus, DLD has potential as a promising biomarker for ASCI, providing a foundation for future clinical interventions.
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Affiliation(s)
- Chaochen Li
- The Affiliated Hospital 2 of Nantong University, Nantong University, The First People’s Hospital of Nantong, Nantong, China
- Key Laboratory for Restoration Mechanism and Clinical Translation of Spinal Cord Injury, Nantong, China
- Research Institute for Spine and Spinal Cord Disease of Nantong University, Nantong, China
| | - Chunshuai Wu
- The Affiliated Hospital 2 of Nantong University, Nantong University, The First People’s Hospital of Nantong, Nantong, China
- Key Laboratory for Restoration Mechanism and Clinical Translation of Spinal Cord Injury, Nantong, China
- Research Institute for Spine and Spinal Cord Disease of Nantong University, Nantong, China
| | - Chunyan Ji
- The Affiliated Hospital 2 of Nantong University, Nantong University, The First People’s Hospital of Nantong, Nantong, China
- Key Laboratory for Restoration Mechanism and Clinical Translation of Spinal Cord Injury, Nantong, China
- Research Institute for Spine and Spinal Cord Disease of Nantong University, Nantong, China
| | - Guanhua Xu
- The Affiliated Hospital 2 of Nantong University, Nantong University, The First People’s Hospital of Nantong, Nantong, China
| | - Jiajia Chen
- The Affiliated Hospital 2 of Nantong University, Nantong University, The First People’s Hospital of Nantong, Nantong, China
| | - Jinlong Zhang
- The Affiliated Hospital 2 of Nantong University, Nantong University, The First People’s Hospital of Nantong, Nantong, China
| | - Hongxiang Hong
- The Affiliated Hospital 2 of Nantong University, Nantong University, The First People’s Hospital of Nantong, Nantong, China
| | - Yang Liu
- The Affiliated Hospital 2 of Nantong University, Nantong University, The First People’s Hospital of Nantong, Nantong, China
| | - Zhiming Cui
- The Affiliated Hospital 2 of Nantong University, Nantong University, The First People’s Hospital of Nantong, Nantong, China
- Key Laboratory for Restoration Mechanism and Clinical Translation of Spinal Cord Injury, Nantong, China
- Research Institute for Spine and Spinal Cord Disease of Nantong University, Nantong, China
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Bak AB, Moghaddamjou A, Malvea A, Fehlings MG. Impact of Mechanism of Injury on Long-term Neurological Outcomes of Cervical Sensorimotor Complete Acute Traumatic Spinal Cord Injury. Neurospine 2022; 19:1049-1056. [PMID: 36597641 PMCID: PMC9816602 DOI: 10.14245/ns.2244518.259] [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: 06/13/2022] [Accepted: 09/14/2022] [Indexed: 12/27/2022] Open
Abstract
OBJECTIVE Mechanism of injury is a largely understudied descriptor of acute traumatic spinal cord injury (tSCI). This study sought to compare the impact of high-energy and low-energy mechanisms of injury in neurological outcomes of cervical sensorimotor complete tSCI. METHODS Patients with tSCI were identified in 4 prospective, multicenter clinical trials and registries. American Spinal Injury Association Impairment Scale (AIS) grade was assessed ≤ 72 hours postinjury and followed up between 12 to 52 weeks. Patients were included if they had a cervical and sensorimotor complete (AIS-A) injury at baseline. Study outcomes were change in AIS grade and lower extremity motor, upper extremity motor, and total motor scores. Propensity score matching between high-energy mechanisms of injury (HEMI; e.g. , motor vehicle collisions) and low-energy mechanisms of injury (LEMI; e.g. , falls) groups was performed. Adjusted groups were compared with paired t-tests and McNemar test. RESULTS Of 667 patients eligible for inclusion, 523 experienced HEMI (78.4%). HEMI patients were younger, had lower body mass index, more associated fractures or dislocations, and lower baseline lower extremity motor scores. After propensity score matching of these baseline variables, 118 pairs were matched. HEMI patients had a significantly worse motor recovery from baseline to follow-up based on their diminished change in upper extremity motor scores and total motor scores. CONCLUSION Cervical sensorimotor complete tSCIs from HEMI were associated with significantly lower motor recovery compared to LEMI patients. Our findings suggest that mechanism of injury should be considered in modelling prognosis and in understanding the heterogeneity of outcomes after acute tSCI.
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Affiliation(s)
- Alex B. Bak
- Division of Neurosurgery, Department of Surgery, University of Toronto Faculty of Medicine, Toronto, ON, Canada,Krembil Research Institute, University Health Network, Toronto, ON, Canada,Spine Program, University of Toronto Faculty of Medicine, Toronto, ON, Canada
| | - Ali Moghaddamjou
- Division of Neurosurgery, Department of Surgery, University of Toronto Faculty of Medicine, Toronto, ON, Canada,Krembil Research Institute, University Health Network, Toronto, ON, Canada,Spine Program, University of Toronto Faculty of Medicine, Toronto, ON, Canada
| | - Anahita Malvea
- Division of Neurosurgery, Department of Surgery, University of Toronto Faculty of Medicine, Toronto, ON, Canada
| | - Michael G. Fehlings
- Division of Neurosurgery, Department of Surgery, University of Toronto Faculty of Medicine, Toronto, ON, Canada,Krembil Research Institute, University Health Network, Toronto, ON, Canada,Spine Program, University of Toronto Faculty of Medicine, Toronto, ON, Canada,Corresponding Author Michael G. Fehlings Toronto Western Hospital, 399 Bathurst Street, Suite 4WW-449, Toronto, ON, Canada
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Quercetin Derivatives in Combating Spinal Cord Injury: A Mechanistic and Systematic Review. LIFE (BASEL, SWITZERLAND) 2022; 12:life12121960. [PMID: 36556325 PMCID: PMC9783198 DOI: 10.3390/life12121960] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/02/2022] [Revised: 11/13/2022] [Accepted: 11/18/2022] [Indexed: 11/25/2022]
Abstract
Spinal cord injury (SCI) possesses a complicated etiology. There is no FDA-approved treatment for SCI, and the majority of current interventions focus on reducing symptoms. During SCI, inflammation, oxidative stress, apoptosis, and autophagy are behind the secondary phase of SCI and cause serious consequences. It urges the need for providing multi-targeting agents, that possess lower side effects and higher efficacy. The plant secondary metabolites are multi-targeting agents and seem to provide new roads in combating diseases. Flavonoids are phytochemicals of continual interest to scientists in combating neurodegenerative diseases (NDDs). Flavonoids are being studied for their biological and pharmacological effects, particularly as antioxidants, anti-inflammatory agents, anti-apoptotic, and autophagy regulators. Quercetin is one of the most well-known flavonols known for its preventative and therapeutic properties. It is a naturally occurring bioactive flavonoid that has recently received a lot of attention for its beneficial effects on NDDs. Several preclinical evidence demonstrated its neuroprotective effects. In this systematic review, we aimed at providing the biological activities of quercetin and related derivatives against SCI. Detailed neuroprotective mechanisms of quercetin derivatives are also highlighted in combating SCI.
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Li C, Wu C, Xu G, Liu Y, Chen J, Zhang J, Hong H, Ji C, Cui Z. CCR7-mediated T follicular helper cell differentiation is associated with the pathogenesis and immune microenvironment of spinal cord injury-induced immune deficiency syndrome. Front Neurosci 2022; 16:1019406. [PMCID: PMC9615471 DOI: 10.3389/fnins.2022.1019406] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2022] [Accepted: 09/20/2022] [Indexed: 11/13/2022] Open
Abstract
Spinal cord injury-induced immune deficiency syndrome (SCI-IDS) is a disorder characterized by systemic immunosuppression secondary to SCI that dramatically increases the likelihood of infection and is difficult to treat. T follicular helper (Tfh) cells regulated by chemokine receptor CCR7 are associated with SCI-IDS after acute SCI. The present study explored the roles of CCR7 in SCI-IDS occurrence and immune microenvironment composition. Gene expression profile data of peripheral blood leukocytes from SCI and non-SCI subjects were collected from the Gene Expression Omnibus database. According to differential gene expression analysis, a protein-protein interaction (PPI) network, and risk model construction, the CCR7 expression level was prominently related to acute SCI and CCR7 expression was significantly downregulated after acute SCI. Next, we constructed a clinical prediction model and used it to identify patients with acute SCI. Using Gene Ontology (GO) analysis and gene set enrichment analysis (GSEA), we discovered that immune-related biological processes, such as T cell receptor signaling pathway, were suppressed, whereas chemokine-related signaling pathways were activated after acute SCI. Immune infiltration analysis performed using single sample GSEA and CIBERSORT suggested that Tfh cell function was significantly correlated with the CCR7 expression levels and was considerably reduced after acute SCI. Acute SCI was divided into two subtypes, and we integrated multiple classifiers to analyze and elucidate the immunomodulatory relationships in both subtypes jointly. The results suggested that CCR7 suppresses the immunodeficiency phenotype by activating the chemokine signaling pathway in Tfh cells. In conclusion, CCR7 exhibits potential as a diagnostic marker for acute SCI.
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Affiliation(s)
- Chaochen Li
- The First People’s Hospital of Nantong, The Second Affiliated Hospital of Nantong University, Nantong University, Nantong, China
- Key Laboratory for Restoration Mechanism and Clinical Translation of Spinal Cord Injury, Nantong, China
- Research Institute for Spine and Spinal Cord Disease of Nantong University, Nantong, China
| | - Chunshuai Wu
- The First People’s Hospital of Nantong, The Second Affiliated Hospital of Nantong University, Nantong University, Nantong, China
- Key Laboratory for Restoration Mechanism and Clinical Translation of Spinal Cord Injury, Nantong, China
- Research Institute for Spine and Spinal Cord Disease of Nantong University, Nantong, China
| | - Guanhua Xu
- The First People’s Hospital of Nantong, The Second Affiliated Hospital of Nantong University, Nantong University, Nantong, China
| | - Yang Liu
- The First People’s Hospital of Nantong, The Second Affiliated Hospital of Nantong University, Nantong University, Nantong, China
| | - Jiajia Chen
- The First People’s Hospital of Nantong, The Second Affiliated Hospital of Nantong University, Nantong University, Nantong, China
| | - Jinlong Zhang
- The First People’s Hospital of Nantong, The Second Affiliated Hospital of Nantong University, Nantong University, Nantong, China
| | - Hongxiang Hong
- The First People’s Hospital of Nantong, The Second Affiliated Hospital of Nantong University, Nantong University, Nantong, China
| | - Chunyan Ji
- The First People’s Hospital of Nantong, The Second Affiliated Hospital of Nantong University, Nantong University, Nantong, China
- Key Laboratory for Restoration Mechanism and Clinical Translation of Spinal Cord Injury, Nantong, China
- Research Institute for Spine and Spinal Cord Disease of Nantong University, Nantong, China
| | - Zhiming Cui
- The First People’s Hospital of Nantong, The Second Affiliated Hospital of Nantong University, Nantong University, Nantong, China
- Key Laboratory for Restoration Mechanism and Clinical Translation of Spinal Cord Injury, Nantong, China
- Research Institute for Spine and Spinal Cord Disease of Nantong University, Nantong, China
- *Correspondence: Zhiming Cui,
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Blex C, Kreutzträger M, Ludwig J, Nowak CP, Schwab JM, Lübstorf T, Ekkernkamp A, Kopp MA, Liebscher T. Baseline predictors of in-hospital mortality after acute traumatic spinal cord injury: data from a level I trauma center. Sci Rep 2022; 12:11420. [PMID: 35794189 PMCID: PMC9259676 DOI: 10.1038/s41598-022-15469-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2022] [Accepted: 06/24/2022] [Indexed: 12/02/2022] Open
Abstract
Comorbidity scores are important predictors of in-hospital mortality after traumatic spinal cord injury (tSCI), but the impact of specific pre-existing diseases is unknown. This retrospective cohort study aims at identifying relevant comorbidities and explores the influence of end-of-life decisions. In-hospital mortality of all patients admitted to the study center after acute tSCI from 2011 to 2017 was assessed. A conditional inference tree analysis including baseline data, injury characteristics, and Charlson Comorbidity Index items was used to identify crucial predictors. End-of-life decisions were recorded. Three-hundred-twenty-one patients were consecutively enrolled. The median length of stay was 95.7 days (IQR 56.8-156.0). During inpatient care, 20 patients (6.2%) died. These patients were older (median: 79.0 (IQR 74.7-83.2) vs. 55.5 (IQR 41.4-72.3) years) and had a higher Charlson Comorbidity Index score (median: 4.0 (IQR 1.75-5.50) vs. 0.0 (IQR 0.00-1.00)) compared to survivors. Pre-existing kidney or liver disease were identified as relevant predictors of in-hospital mortality. End-of-life decisions were observed in 14 (70.0%) cases. The identified impairment of kidney and liver, important for drug metabolism and elimination, points to the need of careful decisions on pharmaceutical treatment regimens after tSCI. Appropriate reporting of end-of-life decisions is required for upcoming studies.
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Affiliation(s)
- Christian Blex
- Clinical and Experimental Spinal Cord Injury Research (Neuroparaplegiology), Department of Neurology With Experimental Neurology, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Charitéplatz 1, 10117, Berlin, Germany.
- QUEST-Center for Transforming Biomedical Research, Berlin Institute of Health (BIH), Anna-Louisa-Karsch-Str. 2, 10178, Berlin, Germany.
| | - Martin Kreutzträger
- Treatment Center for Spinal Cord Injuries, Trauma Hospital Berlin, Warener Str. 7, 12683, Berlin, Germany
| | - Johanna Ludwig
- Treatment Center for Spinal Cord Injuries, Trauma Hospital Berlin, Warener Str. 7, 12683, Berlin, Germany
- Clinic for Trauma Surgery and Orthopedics, Trauma Hospital Berlin, Warener Str. 7, 12683, Berlin, Germany
| | - Claus Peter Nowak
- Institute of Biometry and Clinical Epidemiology, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Charitéplatz 1, 10117, Berlin, Germany
- Berlin Institute of Health (BIH), Anna-Louisa-Karsch-Str. 2, 10178, Berlin, Germany
| | - Jan M Schwab
- Clinical and Experimental Spinal Cord Injury Research (Neuroparaplegiology), Department of Neurology With Experimental Neurology, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Charitéplatz 1, 10117, Berlin, Germany
- Spinal Cord Injury Medicine (Neuroparaplegiology), Department of Neurology, The Ohio State University, Wexner Medical Center, Columbus, OH, USA
- Belford Center for Spinal Cord Injury, Departments of Neuroscience and Physical Medicine and Rehabilitation, The Neurological Institute, The Ohio State University, Wexner Medical Center, Columbus, OH, USA
| | - Tom Lübstorf
- Clinical and Experimental Spinal Cord Injury Research (Neuroparaplegiology), Department of Neurology With Experimental Neurology, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Charitéplatz 1, 10117, Berlin, Germany
| | - Axel Ekkernkamp
- Clinic for Trauma Surgery and Orthopedics, Trauma Hospital Berlin, Warener Str. 7, 12683, Berlin, Germany
- Department of Traumatology, University of Greifswald, Sauerbruchstraße, 17491, Greifswald, Germany
| | - Marcel A Kopp
- Clinical and Experimental Spinal Cord Injury Research (Neuroparaplegiology), Department of Neurology With Experimental Neurology, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Charitéplatz 1, 10117, Berlin, Germany.
- QUEST-Center for Transforming Biomedical Research, Berlin Institute of Health (BIH), Anna-Louisa-Karsch-Str. 2, 10178, Berlin, Germany.
| | - Thomas Liebscher
- Clinical and Experimental Spinal Cord Injury Research (Neuroparaplegiology), Department of Neurology With Experimental Neurology, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Charitéplatz 1, 10117, Berlin, Germany
- Treatment Center for Spinal Cord Injuries, Trauma Hospital Berlin, Warener Str. 7, 12683, Berlin, Germany
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Wu C, Yu J, Xu G, Gao H, Sun Y, Huang J, Sun L, Zhang X, Cui Z. Bioinformatic Analysis of the Proteome in Exosomes Derived From Plasma: Exosomes Involved in Cholesterol Metabolism Process of Patients With Spinal Cord Injury in the Acute Phase. Front Neuroinform 2021; 15:662967. [PMID: 34305563 PMCID: PMC8299276 DOI: 10.3389/fninf.2021.662967] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2021] [Accepted: 06/09/2021] [Indexed: 01/09/2023] Open
Abstract
Spinal cord injury (SCI) is a common but severe disease caused by traffic accidents. Coronary atherosclerotic heart disease (CHD) caused by dyslipidemia is known as the leading cause of death in patients with SCI. However, the quantitative analysis showed that the cholesterol and lipoprotein concentrations in peripheral blood (PB) did not change significantly within 48 h after SCI. Due to the presence of the Blood spinal cord barrier (BSCB), there are only few studies concerning the plasma cholesterol metabolism in the acute phase of SCI. Exosomes have a smaller particle size, which enables them relatively less limitation of BSCB. This study uses exosomes derived from the plasma of 43 patients in the acute phase of SCI and 71 patients in the control group as samples. MS proteomics and bioinformatics analysis found 590 quantifiable proteins, in which 75 proteins were upregulated and 153 proteins were downregulated, and the top 10 differentially expressed proteins are those including downregulating proteins: HIST1H4A, HIST2H3A, HIST2H2BE, HCLS1, S100A9, HIST1H2BM, S100A8, CALM3, YWHAH, and SFN, and upregulating proteins: SERPIND1, C1QB, SPTLC3, IGHV4-28, C4A, IGHV4-38-2, IGHV4-30-2, SLC15A1, C4B, and ACTG2. Enrichment analysis showed that the largest part of proteins was related to cholesterol metabolism among the downregulated proteins. The main components of cholesterol [ApoB-48 and ApoB-100 increased, ApoA-I, ApoA-II, ApoA-IV, ApoC, ApoE, and Apo(a) decreased] were changed in exosomes derived from plasma of patients. ELISA analysis showed that some components were disordered in the acute phase of SCI. These results suggested that the exosomes might be involved in cholesterol metabolism regulation in the acute phase of SCI.
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Affiliation(s)
- Chunshuai Wu
- Department of Spine Surgery, Nantong First People's Hospital, The Affiliated Hospital 2 of Nantong University, Nantong, China
| | - Jinjuan Yu
- Department of Administrative Office, The Third People's Hospital of Nantong, Nantong, China
| | - Guanhua Xu
- Department of Spine Surgery, Nantong First People's Hospital, The Affiliated Hospital 2 of Nantong University, Nantong, China
| | - Hong Gao
- Department of Spine Surgery, Nantong First People's Hospital, The Affiliated Hospital 2 of Nantong University, Nantong, China
| | - Yue Sun
- Department of Spine Surgery, Nantong First People's Hospital, The Affiliated Hospital 2 of Nantong University, Nantong, China
| | - Jiayi Huang
- Department of Spine Surgery, Nantong First People's Hospital, The Affiliated Hospital 2 of Nantong University, Nantong, China
| | - Li Sun
- Department of Spine Surgery, Nantong First People's Hospital, The Affiliated Hospital 2 of Nantong University, Nantong, China
| | - Xu Zhang
- Department of Spine Surgery, Nantong First People's Hospital, The Affiliated Hospital 2 of Nantong University, Nantong, China
| | - Zhiming Cui
- Department of Spine Surgery, Nantong First People's Hospital, The Affiliated Hospital 2 of Nantong University, Nantong, China
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Zhang Y, Al Mamun A, Yuan Y, Lu Q, Xiong J, Yang S, Wu C, Wu Y, Wang J. Acute spinal cord injury: Pathophysiology and pharmacological intervention (Review). Mol Med Rep 2021; 23:417. [PMID: 33846780 PMCID: PMC8025476 DOI: 10.3892/mmr.2021.12056] [Citation(s) in RCA: 53] [Impact Index Per Article: 17.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2020] [Accepted: 11/12/2020] [Indexed: 12/12/2022] Open
Abstract
Spinal cord injury (SCI) is one of the most debilitating of all the traumatic conditions that afflict individuals. For a number of years, extensive studies have been conducted to clarify the molecular mechanisms of SCI. Experimental and clinical studies have indicated that two phases, primary damage and secondary damage, are involved in SCI. The initial mechanical damage is caused by local impairment of the spinal cord. In addition, the fundamental mechanisms are associated with hyperflexion, hyperextension, axial loading and rotation. By contrast, secondary injury mechanisms are led by systemic and cellular factors, which may also be initiated by the primary injury. Although significant advances in supportive care have improved clinical outcomes in recent years, a number of studies continue to explore specific pharmacological therapies to minimize SCI. The present review summarized some important pathophysiologic mechanisms that are involved in SCI and focused on several pharmacological and non‑pharmacological therapies, which have either been previously investigated or have a potential in the management of this debilitating injury in the near future.
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Affiliation(s)
- Yi Zhang
- School of Chemical Engineering, Nanjing University of Science and Technology, Nanjing, Jiangsu 210094, P.R. China
- School of Pharmaceutical Sciences, Wenzhou Medical University, Wenzhou, Zhejiang 325035, P.R. China
| | - Abdullah Al Mamun
- School of Pharmaceutical Sciences, Wenzhou Medical University, Wenzhou, Zhejiang 325035, P.R. China
| | - Yuan Yuan
- School of Pharmaceutical Sciences, Wenzhou Medical University, Wenzhou, Zhejiang 325035, P.R. China
| | - Qi Lu
- School of Pharmaceutical Sciences, Wenzhou Medical University, Wenzhou, Zhejiang 325035, P.R. China
| | - Jun Xiong
- School of Pharmaceutical Sciences, Wenzhou Medical University, Wenzhou, Zhejiang 325035, P.R. China
| | - Shulin Yang
- School of Chemical Engineering, Nanjing University of Science and Technology, Nanjing, Jiangsu 210094, P.R. China
| | - Chengbiao Wu
- School of Pharmaceutical Sciences, Wenzhou Medical University, Wenzhou, Zhejiang 325035, P.R. China
| | - Yanqing Wu
- Institute of Life Sciences, Wenzhou University, Wenzhou, Zhejiang 325035, P.R. China
| | - Jian Wang
- Department of Hand Surgery and Peripheral Neurosurgery, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang 325035, P.R. China
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Barton TJ, Low DA, Bakker EA, Janssen T, de Groot S, van der Woude L, Thijssen DHJ. Traditional Cardiovascular Risk Factors Strongly Underestimate the 5-Year Occurrence of Cardiovascular Morbidity and Mortality in Spinal Cord Injured Individuals. Arch Phys Med Rehabil 2020; 102:27-34. [PMID: 32861666 DOI: 10.1016/j.apmr.2020.07.013] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2020] [Revised: 06/26/2020] [Accepted: 07/23/2020] [Indexed: 10/23/2022]
Abstract
OBJECTIVES To explore whether traditional models of cardiovascular disease (CVD) risk prediction correctly predict CVD events across a median 5.7-year follow-up period in individuals with spinal cord injury (SCI) and whether adding SCI-related characteristics (ie, lesion level) to the prediction model can improve the prognostic value. DESIGN Retrospective analysis of patient records. SETTING Observation at the start of active rehabilitation of participants in a multicenter cohort study, "Restoration of (Wheelchair) Mobility in SCI Rehabilitation," in the Netherlands. PARTICIPANTS Patients with SCI (N=200) The patients were 74% men, aged 40±14 years, and with an American Spinal Injury Association (ASIA) impairment score of A through D. Forty percent had tetraplegia, and 69% were motor complete. INTERVENTIONS Risk profiling/not applicable. MAIN OUTCOME MEASURES Survival status and cardiovascular morbidity and mortality qwere obtained from medical records. Five-year Framingham Risk Scores (FRS) and the FRS ability to predict events assessed using receiver operating characteristic (ROC) curves with corresponding areas under the curve (AUC) and 95% confidence intervals (CI). Kaplan-Meier curves and the log-rank test were used to assess the difference in clinical outcome between participants with an FRS score lower or higher than the median FRS score for the cohort. SCI-related factors associated with CVD events, ASIA impairment, motor completeness, level of injury, and sports participation before injury were explored using univariate and multivariate Cox proportional hazard regression. RESULTS The median 5-year FRS was 1.36%. Across a median follow-up period of 5.7 years, 39 developed a CVD event, including 10 fatalities. Although the FRS markedly underestimated the true occurrence of CVD events, the Kaplan-Meier curves and the log-rank test showed that the risk ratio for individuals with an FRS score less than the median FRS (eg, low risk) versus a score greater than the median FRS (high risk) was 3.2 (95% CI, 1.6-6.5; P=.001). Moreover, ROC with corresponding AUCs suggests acceptable accuracy of the FRS to identify individuals with increased risk for future CVD events (ROC AUC of 0.71; 95% CI, 0.62-0.82). Adding ASIA impairment (0.74; 95% CI, 0.66-0.82), motor impairment (0.74; 95% CI, 0.66-0.83), level of injury (0.72; 95% CI, 0.63-0.81), or active engagement in sport before injury (0.72; 95% CI, 0.63-0.88) to the FRS did not improve the level of discrimination. CONCLUSIONS Our 5.7-year retrospective study reveals that cardiovascular risk factors and risk models markedly underestimate the true risk for CVD events in individuals with SCI. Nonetheless, these markers successfully distinguish between SCI individuals at high versus low risk for future CVD events. Our data may have future clinical implications, both related to (cutoff values of) CVD risk factors, but also for (earlier) prescription of (non)pharmacologic strategies against CVD in SCI individuals.
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Affiliation(s)
- Thomas J Barton
- Research Institute for Sports and Exercise Sciences, Liverpool John Moores University, Liverpool, United Kingdom
| | - David A Low
- Research Institute for Sports and Exercise Sciences, Liverpool John Moores University, Liverpool, United Kingdom
| | - Esmee A Bakker
- Research Institute for Sports and Exercise Sciences, Liverpool John Moores University, Liverpool, United Kingdom; Radboud Institute for Health Sciences, Department of Physiology, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Thomas Janssen
- Amsterdam Rehabilitation Research Center, Reade, Amsterdam, the Netherlands
| | - Sonja de Groot
- Amsterdam Rehabilitation Research Center, Reade, Amsterdam, the Netherlands; University of Groningen, University Medical Center Groningen, Center of Human Movement Sciences; Groningen, the Netherlands
| | - Lucas van der Woude
- University of Groningen, University Medical Center Groningen, Center of Human Movement Sciences; Groningen, the Netherlands
| | - Dick H J Thijssen
- Research Institute for Sports and Exercise Sciences, Liverpool John Moores University, Liverpool, United Kingdom; Radboud Institute for Health Sciences, Department of Physiology, Radboud University Medical Center, Nijmegen, the Netherlands.
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Chen J, Yang S, Wu C, Cui Z, Wan Y, Xu G, Bao G, Zhang J, Chen C, Song D. Novel Role of HAX-1 in Neurons Protection After Spinal Cord Injury Involvement of IRE-1. Neurochem Res 2020; 45:2302-2311. [PMID: 32681444 DOI: 10.1007/s11064-020-03088-x] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2020] [Revised: 06/05/2020] [Accepted: 07/06/2020] [Indexed: 11/29/2022]
Abstract
Spinal cord injury (SCI) is one of the diseases with high probability of causing disability in human beings, and there is no reliable treatment at present. Neuronal apoptosis is a vital component of secondary injury and plays a critical role in the development of neurological dysfunction after spinal cord injury. In this study, we found that the expression and distribution of HAX-1 in neurons increased 1 day after SCI. PC12 cells overexpressing HAX-1 showed decreased apoptosis and PC12 cells are more likely to undergo apoptosis after down-regulating HAX-1, which was confirmed via TUNEL experiments. We found GRP94 showed the same trend as HAX-1 in expression and interacted with HAX-1 and IRE-1 in both spinal cord tissue and PC12 cells, and this interaction seems to be enhanced after SCI. When the expression of HAX-1 was up-regulated, GRP94 also increased, but IRE-1 did not change at all. Further studies showed that overexpression of HAX-1 decreased the expression of pIRE-1, rather than IRE-1, and downstream proteins of the IRE signaling pathway (Caspase12, pJNK and CHOP) were significantly reduced, and vice versa. In animals treated with HAX-1 expressing adenovirus there are more neuronal cells remaining in the damaged spinal cord tissue, and hindlimb motor function of rats was significantly improved. So, we speculate that HAX-1 might play a role in protecting neurons from apoptosis after SCI by regulating the IRE-1 signaling pathway via promoting the dissociation of GRP94 from IRE-1. This may provide a theoretical basis and a potential therapeutic target for clinical improvement of neural function recovery after SCI.
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Affiliation(s)
- Jiajia Chen
- Department of Orthopedics, Shanghai General Hospital of Nanjing Medical University, 650 Xinsongjiang Road, Shanghai, 201620, China
- Department of Spine Surgery, The Second Affiliated Hospital of Nantong University, 6 Haier Lane North Road, Nantong, 226001, Jiangsu, China
| | - Saishuai Yang
- Department of Anesthesiology, The Second Affiliated Hospital of Nantong University, 6 Haier Lane North Road, Nantong, 226001, Jiangsu, China
| | - Chunshuai Wu
- Department of Spine Surgery, The Second Affiliated Hospital of Nantong University, 6 Haier Lane North Road, Nantong, 226001, Jiangsu, China
| | - Zhiming Cui
- Department of Spine Surgery, The Second Affiliated Hospital of Nantong University, 6 Haier Lane North Road, Nantong, 226001, Jiangsu, China
| | - Yangyang Wan
- Department of Clinical Laboratory, The Second Affiliated Hospital of Nantong University, 6 Haier Lane North Road, Nantong, 226001, Jiangsu, China
| | - Guanhua Xu
- Department of Spine Surgery, The Second Affiliated Hospital of Nantong University, 6 Haier Lane North Road, Nantong, 226001, Jiangsu, China
| | - Guofeng Bao
- Department of Spine Surgery, The Second Affiliated Hospital of Nantong University, 6 Haier Lane North Road, Nantong, 226001, Jiangsu, China
| | - Jinlong Zhang
- Department of Spine Surgery, The Second Affiliated Hospital of Nantong University, 6 Haier Lane North Road, Nantong, 226001, Jiangsu, China
| | - Chu Chen
- Department of Spine Surgery, The Second Affiliated Hospital of Nantong University, 6 Haier Lane North Road, Nantong, 226001, Jiangsu, China
| | - Dianwen Song
- Department of Orthopedics, Shanghai General Hospital of Nanjing Medical University, 650 Xinsongjiang Road, Shanghai, 201620, China.
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