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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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Ye J, Chen J, Wang J, Ren J, Jia Y, Xia Z. Bibliometric analysis of research on spinal cord and sacral neuromodulation in spinal cord injury. Spinal Cord 2024; 62:634-641. [PMID: 39251809 DOI: 10.1038/s41393-024-01029-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2024] [Revised: 08/25/2024] [Accepted: 08/30/2024] [Indexed: 09/11/2024]
Abstract
STUDY DESIGN Qualitative studies. OBJECTIVES Spinal cord injury (SCI) is one of the most devastating injuries to the central nervous system that places a major burden on society. Neuromodulation technology involving spinal cord stimulation (SCS) and sacral nerve modulation (SNM) is a promising technique for patients with SCI. However, there has been no bibliometric analysis of research in this field to date. SETTING Not applicable. METHODS Systematic analyses of countries, institutions, authors, journals, co-cited documents, keywords, genes and diseases were performed. Related gene and disease data from the citexs platform were also reviewed. A total of 7437 articles on SCS and SNM in SCI were retrieved from the Web of Science database. The search time was limited to 1985-01-01 to 2022-12-31. RESULTS We identified a significant increase in research output on SCS and SNM in SCI in recent years, with a concentrated period of high publication activity. Multiple publications were identified on neuropathic pain, electronic stimulation, TNF, BDNF and STAT3 gene expression, indicating that complications and potential therapeutic strategies for SCI are a key focus in the field. CONCLUSION Our study provides insights that may help to advance scientific research and potentially improve outcomes in patients with SCI.
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Affiliation(s)
- Jishi Ye
- Department of Pain, Renmin Hospital of Wuhan University, Wuhan, Hubei, China.
| | - Jingli Chen
- Department of Anesthesiology, The Central Hospital of Wuhan, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Juan Wang
- Department of Pain, Renmin Hospital of Wuhan University, Wuhan, Hubei, China
| | - Juan Ren
- Department of Respiratory Medicine, General Hospital of Central Theater Command, Wuhan, China
| | - Yifan Jia
- Department of Pain, Renmin Hospital of Wuhan University, Wuhan, Hubei, China.
| | - Zhongyuan Xia
- Department of Pain, Renmin Hospital of Wuhan University, Wuhan, Hubei, China.
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Dong J, Gong Z, Bi H, Yang J, Wang B, Du K, Zhang C, Chen L. BMSC-derived exosomal miR-219-5p alleviates ferroptosis in neuronal cells caused by spinal cord injury via the UBE2Z/NRF2 pathway. Neuroscience 2024; 556:73-85. [PMID: 39084457 DOI: 10.1016/j.neuroscience.2024.06.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2024] [Revised: 06/05/2024] [Accepted: 06/15/2024] [Indexed: 08/02/2024]
Abstract
OBJECTIVE The aim of this study was to investigate the molecular mechanism of exosomal miR-219-5p derived from bone marrow mesenchymal stem cells (BMSCs) in the treatment of spinal cord injury (SCI). METHODS Basso Beattie Bresnahan (BBB) score and tissue staining were used to assess SCI and neuronal survival in rats. The contents of Fe2+, malondialdehyde (MDA), glutathione (GSH), and superoxide dismutase (SOD) were detected by a kit. The expression levels of ubiquitin-conjugating enzyme E2 Z (UBE2Z), nuclear factor erythroid 2-related Factor 2 (NRF2) and ferroptosis-related proteins were detected by Western blotting. In addition, the ability of BMSC-derived exosomes to inhibit ferroptosis in neuronal cells in rats with SCI was validated by in vivo injection of ferroptosis inhibitors/inducers. RESULTS In this study, we found that miR-219-5p-rich BMSC-derived exosomes inhibited ferroptosis in SCI rats and that the alleviating effect of BMSC-Exos on SCI was achieved by inhibiting the ferroptosis signaling pathway and that NRF2 played a key role in this process. Our study confirmed that BMSC exosome-specific delivery of miR-219-5p can target UBE2Z to regulate its stability and that overexpression of UBE2Z reverses miR-219-5p regulation of NRF2. In addition, in vivo experiments showed that BMSC exosomes alleviated ferroptosis in neuronal SCI progression, and inhibiting the expression of miR-219-5p in BMSCs reduced the alleviating effect of exosomes on ferroptosis in neuronal cells and SCI. CONCLUSION miR-219-5p in BMSC-derived exosomes can repair the injured spinal cord. In addition, miR-219-5p alleviates ferroptosis in neuronal cells induced by SCI through the UBE2Z/NRF2 pathway.
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Affiliation(s)
- Junjie Dong
- Department of Orthopedics, The First Affiliated Hospital of Kunming Medical University, Kunming 650032, Yunnan, China
| | - Zhiqiang Gong
- Department of Orthopedics, The First Affiliated Hospital of Kunming Medical University, Kunming 650032, Yunnan, China
| | - Hangchuan Bi
- Department of Orthopedics, The First Affiliated Hospital of Kunming Medical University, Kunming 650032, Yunnan, China
| | - Jin Yang
- Department of Orthopedics, The First Affiliated Hospital of Kunming Medical University, Kunming 650032, Yunnan, China
| | - Bing Wang
- Department of Orthopedics, The First Affiliated Hospital of Kunming Medical University, Kunming 650032, Yunnan, China
| | - Kaili Du
- Department of Orthopedics, The First Affiliated Hospital of Kunming Medical University, Kunming 650032, Yunnan, China
| | - Chunqiang Zhang
- Department of Orthopedics, The First Affiliated Hospital of Kunming Medical University, Kunming 650032, Yunnan, China
| | - Lingqiang Chen
- Department of Orthopedics, The First Affiliated Hospital of Kunming Medical University, Kunming 650032, Yunnan, China.
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Fernandez GE, Anderson KD, Vastano R, Frank SI, Robayo LE, Cherup NP, Kochen W, Widerström-Noga E. Perspectives of people with spinal cord injury on a pain education resource. Front Public Health 2024; 12:1385831. [PMID: 38962773 PMCID: PMC11220275 DOI: 10.3389/fpubh.2024.1385831] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2024] [Accepted: 05/31/2024] [Indexed: 07/05/2024] Open
Abstract
Introduction Spinal cord injury (SCI) often leads to neuropathic pain that negatively affects quality of life. Several qualitative research studies in individuals with SCI who experience neuropathic pain indicate the lack of adequate information about pain. We previously developed an educational resource, the SeePain, based on scientific literature and a series of qualitative interviews of people with SCI, their significant others/family members, and SCI healthcare providers. Methods However, to quantitatively evaluate the utility of this educational resource in a larger sample, we examined the agreement and usefulness ratings of statements regarding clarity/comprehensibility, content, and format of the SeePain, derived from the thematic analysis of our previous qualitative interviews. Participants completed a survey that provided a digital version of the SeePain and then rated their agreement/usefulness with the statements using numerical rating scales. Results There were overall high perceived agreement and usefulness ratings regarding the SeePain's clarity, content, and format. A factor analysis reduced the agreement and usefulness ratings into 4 components (content, clarity, format, and delivery medium). Group comparisons showed that individuals with higher education were more likely to endorse electronic and website formats, and the usefulness of a shorter version of the SeePain; females and younger individuals showed greater endorsement for clarity. Finally, higher pain intensity ratings were associated with greater agreement and usefulness of the content of the SeePain. Discussion Overall, these results support the utility of the SeePain as a source of information regarding pain that may facilitate communication about pain and its management following SCI.
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Affiliation(s)
- Gabriel E. Fernandez
- The Miami Project to Cure Paralysis, University of Miami, Miami, FL, United States
- Psychology Graduate Program, Nova Southeastern University, Davie, FL, United States
| | - Kim D. Anderson
- Department of Physical Medicine and Rehabilitation, MetroHealth System, Case Western Reserve University School of Medicine, Cleveland, OH, United States
| | - Roberta Vastano
- The Miami Project to Cure Paralysis, University of Miami, Miami, FL, United States
| | - Scott I. Frank
- The Miami Project to Cure Paralysis, University of Miami, Miami, FL, United States
- Neuroscience Graduate Program, University of Miami, Miami, FL, United States
| | - Linda E. Robayo
- The Miami Project to Cure Paralysis, University of Miami, Miami, FL, United States
| | - Nicholas P. Cherup
- The Miami Project to Cure Paralysis, University of Miami, Miami, FL, United States
| | - William Kochen
- Psychology Graduate Program, Nova Southeastern University, Davie, FL, United States
| | - Eva Widerström-Noga
- The Miami Project to Cure Paralysis, University of Miami, Miami, FL, United States
- Neuroscience Graduate Program, University of Miami, Miami, FL, United States
- Department of Neurological Surgery, University of Miami, Miami, FL, United States
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Ohashi N, Uta D, Ohashi M, Hoshino R, Baba H. Omega-conotoxin MVIIA reduces neuropathic pain after spinal cord injury by inhibiting N-type voltage-dependent calcium channels on spinal dorsal horn. Front Neurosci 2024; 18:1366829. [PMID: 38469570 PMCID: PMC10925679 DOI: 10.3389/fnins.2024.1366829] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2024] [Accepted: 02/15/2024] [Indexed: 03/13/2024] Open
Abstract
Spinal cord injury (SCI) leads to the development of neuropathic pain. Although a multitude of pathological processes contribute to SCI-induced pain, excessive intracellular calcium accumulation and voltage-gated calcium-channel upregulation play critical roles in SCI-induced pain. However, the role of calcium-channel blockers in SCI-induced pain is unknown. Omega-conotoxin MVIIA (MVIIA) is a calcium-channel blocker that selectively inhibits N-type voltage-dependent calcium channels and demonstrates neuroprotective effects. Therefore, we investigated spinal analgesic actions and cellular mechanisms underlying the analgesic effects of MVIIA in SCI. We used SCI-induced pain model rats and conducted behavioral tests, immunohistochemical analyses, and electrophysiological experiments (in vitro whole-cell patch-clamp recording and in vivo extracellular recording). A behavior study suggested intrathecal MVIIA administration in the acute phase after SCI induced analgesia for mechanical allodynia. Immunohistochemical experiments and in vivo extracellular recordings suggested that MVIIA induces analgesia in SCI-induced pain by directly inhibiting neuronal activity in the superficial spinal dorsal horn. In vitro whole-cell patch-clamp recording showed that MVIIA inhibits presynaptic N-type voltage-dependent calcium channels expressed on primary afferent Aδ-and C-fiber terminals and suppresses the presynaptic glutamate release from substantia gelatinosa in the spinal dorsal horn. In conclusion, MVIIA administration in the acute phase after SCI may induce analgesia in SCI-induced pain by inhibiting N-type voltage-dependent calcium channels on Aδ-and C-fiber terminals in the spinal dorsal horn, resulting in decreased neuronal excitability enhanced by SCI-induced pain.
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Affiliation(s)
- Nobuko Ohashi
- Division of Anesthesiology, Niigata University Graduate School of Medical and Dental Sciences, Niigata, Japan
| | - Daisuke Uta
- Department of Applied Pharmacology, Faculty of Pharmaceutical Sciences, University of Toyama, Toyama, Japan
| | - Masayuki Ohashi
- Division of Orthopedic Surgery, Department of Regenerative and Transplant Medicine, Niigata University Graduate School of Medical and Dental Sciences, Niigata, Japan
| | - Rintaro Hoshino
- Division of Anesthesiology, Niigata University Graduate School of Medical and Dental Sciences, Niigata, Japan
| | - Hiroshi Baba
- Division of Anesthesiology, Niigata University Graduate School of Medical and Dental Sciences, Niigata, Japan
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