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Almeida CA, Torres-Espin A, Huie JR, Sun D, Noble-Haeusslein LJ, Young W, Beattie MS, Bresnahan JC, Nielson JL, Ferguson AR. Excavating FAIR Data: the Case of the Multicenter Animal Spinal Cord Injury Study (MASCIS), Blood Pressure, and Neuro-Recovery. Neuroinformatics 2022; 20:39-52. [PMID: 33651310 PMCID: PMC9015816 DOI: 10.1007/s12021-021-09512-z] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/11/2021] [Indexed: 01/07/2023]
Abstract
Meta-analyses suggest that the published literature represents only a small minority of the total data collected in biomedical research, with most becoming 'dark data' unreported in the literature. Dark data is due to publication bias toward novel results that confirm investigator hypotheses and omission of data that do not. Publication bias contributes to scientific irreproducibility and failures in bench-to-bedside translation. Sharing dark data by making it Findable, Accessible, Interoperable, and Reusable (FAIR) may reduce the burden of irreproducible science by increasing transparency and support data-driven discoveries beyond the lifecycle of the original study. We illustrate feasibility of dark data sharing by recovering original raw data from the Multicenter Animal Spinal Cord Injury Study (MASCIS), an NIH-funded multi-site preclinical drug trial conducted in the 1990s that tested efficacy of several therapies after a spinal cord injury (SCI). The original drug treatments did not produce clear positive results and MASCIS data were stored in boxes for more than two decades. The goal of the present study was to independently confirm published machine learning findings that perioperative blood pressure is a major predictor of SCI neuromotor outcome (Nielson et al., 2015). We recovered, digitized, and curated the data from 1125 rats from MASCIS. Analyses indicated that high perioperative blood pressure at the time of SCI is associated with poorer health and worse neuromotor outcomes in more severe SCI, whereas low perioperative blood pressure is associated with poorer health and worse neuromotor outcome in moderate SCI. These findings confirm and expand prior results that a narrow window of blood-pressure control optimizes outcome, and demonstrate the value of recovering dark data for assessing reproducibility of findings with implications for precision therapeutic approaches.
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Affiliation(s)
- Carlos A Almeida
- Department of Neurological Surgery, Weill Institute for Neurosciences, Brain and Spinal Injury Center, University of California San Francisco, San Francisco, CA, USA
| | - Abel Torres-Espin
- Department of Neurological Surgery, Weill Institute for Neurosciences, Brain and Spinal Injury Center, University of California San Francisco, San Francisco, CA, USA
| | - J Russell Huie
- Department of Neurological Surgery, Weill Institute for Neurosciences, Brain and Spinal Injury Center, University of California San Francisco, San Francisco, CA, USA
| | - Dongming Sun
- W.M. Keck Center for Collaborative Neuroscience, Rutgers University, New Brunswick, NJ, USA
| | - Linda J Noble-Haeusslein
- Department of Neurology, University of Texas, Austin, TX, USA
- Department of Psychology, University of Texas, Austin, TX, USA
| | - Wise Young
- W.M. Keck Center for Collaborative Neuroscience, Rutgers University, New Brunswick, NJ, USA
| | - Michael S Beattie
- Department of Neurological Surgery, Weill Institute for Neurosciences, Brain and Spinal Injury Center, University of California San Francisco, San Francisco, CA, USA
| | - Jacqueline C Bresnahan
- Department of Neurological Surgery, Weill Institute for Neurosciences, Brain and Spinal Injury Center, University of California San Francisco, San Francisco, CA, USA
| | - Jessica L Nielson
- Department of Psychiatry and Behavioral Sciences, University of Minnesota, Minneapolis, MN, USA.
- Institute for Health Informatics, University of Minnesota, Minneapolis, MN, USA.
| | - Adam R Ferguson
- Department of Neurological Surgery, Weill Institute for Neurosciences, Brain and Spinal Injury Center, University of California San Francisco, San Francisco, CA, USA.
- San Francisco Veterans Affairs Health Care System, San Francisco, CA, USA.
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Mac-Thiong JM, Richard-Denis A, Petit Y, Bernard F, Barthélemy D, Dionne A, Magnuson DSK. Protocol for rapid onset of mobilisation in patients with traumatic spinal cord injury (PROMPT-SCI) study: a single-arm proof-of-concept trial of early in-bed leg cycling following acute traumatic spinal cord injury. BMJ Open 2021; 11:e049884. [PMID: 34725077 PMCID: PMC8562499 DOI: 10.1136/bmjopen-2021-049884] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/03/2021] [Accepted: 09/09/2021] [Indexed: 11/29/2022] Open
Abstract
INTRODUCTION Activity-based therapy (ABT) is an important aspect of rehabilitation following traumatic spinal cord injury (SCI). Unfortunately, it has never been adapted to acute care despite compelling preclinical evidence showing that it is safe and effective for promoting neurological recovery when started within days after SCI. This article provides the protocol for a study that will determine the feasibility and explore potential benefits of early ABT in the form of in-bed leg cycling initiated within 48 hours after the end of spinal surgery for SCI. METHODS AND ANALYSIS PROMPT-SCI (protocol for rapid onset of mobilisation in patients with traumatic SCI) is a single-site single-arm proof-of-concept trial. Forty-five patients aged 18 years or older with a severe traumatic SCI (American Spinal Injury Association Impairment Scale grade A, B or C) from C0 to L2 undergoing spinal surgery within 48 hours of the injury will be included. Participants will receive daily 30 min continuous sessions of in-bed leg cycling for 14 consecutive days, initiated within 48 hours of the end of spinal surgery. The feasibility outcomes are: (1) absence of serious adverse events associated with cycling, (2) completion of 1 full session within 48 hours of spinal surgery for 90% of participants and (3) completion of 11 sessions for 80% of participants. Patient outcomes 6 weeks and 6 months after the injury will be measured using neurofunctional assessments, quality of life questionnaires and inpatient length of stay. Feasibility and patient outcomes will be analysed with descriptive statistics. Patient outcomes will also be compared with a matched historical cohort that has not undergone in-bed cycling using McNemar and Student's t-tests for binary and continuous outcomes, respectively. ETHICS AND DISSEMINATION PROMPT-SCI is approved by the Research Ethics Board of the CIUSSS NIM. Recruitment began in April 2021. Dissemination strategies include publications in scientific journals and presentations at conferences. TRIAL REGISTRATION NUMBER NCT04699474.
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Affiliation(s)
- Jean-Marc Mac-Thiong
- Department of Surgery, Hôpital du Sacré-Coeur de Montréal, Montréal, Québec, Canada
- Department of Surgery, Université de Montréal, Montréal, Québec, Canada
| | - Andreane Richard-Denis
- Department of Medicine, Hôpital du Sacré-Coeur de Montréal, Montréal, Québec, Canada
- Department of Medicine, Université de Montréal, Montréal, Québec, Canada
- Research Centre, Hôpital du Sacré-Coeur de Montréal, Montréal, Québec, Canada
| | - Yvan Petit
- Research Centre, Hôpital du Sacré-Coeur de Montréal, Montréal, Québec, Canada
- Department of Mechanical Engineering, École de technologie supérieure, Montréal, Québec, Canada
| | - Francis Bernard
- Department of Medicine, Hôpital du Sacré-Coeur de Montréal, Montréal, Québec, Canada
- Department of Medicine, Université de Montréal, Montréal, Québec, Canada
| | - Dorothy Barthélemy
- Research Centre, Hôpital du Sacré-Coeur de Montréal, Montréal, Québec, Canada
- School of Rehabilitation, Université de Montréal, Montréal, Québec, Canada
| | - Antoine Dionne
- Department of Medicine, Université de Montréal, Montréal, Québec, Canada
- Research Centre, Hôpital du Sacré-Coeur de Montréal, Montréal, Québec, Canada
| | - David S K Magnuson
- Department of Neurological Surgery, University of Louisville, Louisville, Kentucky, USA
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Jeffery ND, Brakel K, Aceves M, Hook MA, Jeffery UB. Variability in Open-Field Locomotor Scoring Following Force-Defined Spinal Cord Injury in Rats: Quantification and Implications. Front Neurol 2020; 11:650. [PMID: 32733366 PMCID: PMC7363775 DOI: 10.3389/fneur.2020.00650] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2020] [Accepted: 06/02/2020] [Indexed: 11/13/2022] Open
Abstract
Spinal cord injury research in experimental animals aims to define mechanisms of tissue damage and identify interventions that can be translated into effective clinical therapies. Highly reliable models of injury and outcome measurement are essential to achieve these aims and avoid problems with reproducibility. Functional scoring is a critical component of outcome assessment and is currently commonly focused on open field locomotion (the "BBB score"). Here we analyze variability of observed locomotor outcome after a highly regulated spinal cord contusion in a large group of rats that had not received any therapeutic intervention. Our data indicate that, despite tight regulation of the injury severity, there is considerable variability in open-field score of individual rats at 21 days after injury, when the group as a whole reaches a functional plateau. The bootstrapped reference interval (that defines boundaries that contain 95% scores in the population without regard for data distributional character) for the score at 21 days was calculated to range from 2.3 to 15.9 on the 22-point scale. Further analysis indicated that the mean day 21 score of random groups of 10 individuals drawn by bootstrap sampling from the whole study population varies between 9.5 and 13.5. Wide variability between individuals implies that detection of small magnitude group-level treatment effects will likely be unreliable, especially if using small experimental group sizes. To minimize this problem in intervention studies, consideration should be given to assessing treatment effects by comparing proportions of animals in comparator groups that attain pre-specified criterion scores.
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Affiliation(s)
- Nick D Jeffery
- Department of Small Animal Clinical Sciences, Texas A&M University, College Station, TX, United States
| | - Kiralyn Brakel
- Department of Neuroscience and Experimental Therapeutics, School of Medicine, Texas A&M University, Bryan, TX, United States
| | - Miriam Aceves
- Department of Biology, Texas A&M University, College Station, TX, United States
| | - Michelle A Hook
- Department of Neuroscience and Experimental Therapeutics, School of Medicine, Texas A&M University, Bryan, TX, United States
| | - Unity B Jeffery
- Department of Veterinary Pathobiology, Texas A&M University, College Station, TX, United States
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Turtle JD, Strain MM, Aceves M, Huang YJ, Reynolds JA, Hook MA, Grau JW. Pain Input Impairs Recovery after Spinal Cord Injury: Treatment with Lidocaine. J Neurotrauma 2016; 34:1200-1208. [PMID: 27912032 DOI: 10.1089/neu.2016.4778] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
More than 90% of spinal cord injuries are caused by traumatic accidents and are often associated with other tissue damage (polytrauma) that can provide a source of continued pain input during recovery. In a clinically relevant spinal cord contusion injury model, prior work has shown that noxious stimulation at an intensity that engages pain (C) fibers soon after injury augments secondary injury and impairs functional recovery. Noxious input increases the expression of pro-inflammatory cytokines (interleukin 1β and 18), cellular signals associated with cell death (caspase 3 and 8), and physiological signs of hemorrhage. Here, it is shown that reducing neural excitability after spinal cord injury (SCI) with the local anesthetic lidocaine (micro-injected by means of a lumbar puncture) blocks these adverse cellular effects. In contrast, treatment with an analgesic dose of morphine had no effect. Contused rats that received nociceptive stimulation soon after injury exhibited poor locomotor recovery, less weight gain, and greater tissue loss at the site of injury. Prophylactic application of lidocaine blocked the adverse effect of nociceptive stimulation on behavioral recovery and reduced tissue loss from secondary injury. The results suggest that quieting neural excitability using lidocaine can reduce the adverse effect of pain input (from polytrauma or surgery) after SCI.
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Affiliation(s)
- Joel D Turtle
- 1 Behavioral and Cellular Neuroscience, Department of Psychology, Texas A&M University , College Station, Texas
| | - Misty M Strain
- 1 Behavioral and Cellular Neuroscience, Department of Psychology, Texas A&M University , College Station, Texas
| | - Miriam Aceves
- 2 Neuroscience and Experimental Therapeutics, College of Medicine, Texas A&M University , College Station, Texas
| | - Yung-Jen Huang
- 1 Behavioral and Cellular Neuroscience, Department of Psychology, Texas A&M University , College Station, Texas
| | - Joshua A Reynolds
- 1 Behavioral and Cellular Neuroscience, Department of Psychology, Texas A&M University , College Station, Texas
| | - Michelle A Hook
- 2 Neuroscience and Experimental Therapeutics, College of Medicine, Texas A&M University , College Station, Texas
| | - James W Grau
- 1 Behavioral and Cellular Neuroscience, Department of Psychology, Texas A&M University , College Station, Texas
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5
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Ferguson AR, Irvine KA, Gensel JC, Nielson JL, Lin A, Ly J, Segal MR, Ratan RR, Bresnahan JC, Beattie MS. Derivation of multivariate syndromic outcome metrics for consistent testing across multiple models of cervical spinal cord injury in rats. PLoS One 2013; 8:e59712. [PMID: 23544088 PMCID: PMC3609747 DOI: 10.1371/journal.pone.0059712] [Citation(s) in RCA: 63] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2012] [Accepted: 02/17/2013] [Indexed: 12/13/2022] Open
Abstract
Spinal cord injury (SCI) and other neurological disorders involve complex biological and functional changes. Well-characterized preclinical models provide a powerful tool for understanding mechanisms of disease; however managing information produced by experimental models represents a significant challenge for translating findings across research projects and presents a substantial hurdle for translation of novel therapies to humans. In the present work we demonstrate a novel ‘syndromic’ information-processing approach for capitalizing on heterogeneous data from diverse preclinical models of SCI to discover translational outcomes for therapeutic testing. We first built a large, detailed repository of preclinical outcome data from 10 years of basic research on cervical SCI in rats, and then applied multivariate pattern detection techniques to extract features that are conserved across different injury models. We then applied this translational knowledge to derive a data-driven multivariate metric that provides a common ‘ruler’ for comparisons of outcomes across different types of injury (NYU/MASCIS weight drop injuries, Infinite Horizons (IH) injuries, and hemisection injuries). The findings revealed that each individual endpoint provides a different view of the SCI syndrome, and that considering any single outcome measure in isolation provides a misleading, incomplete view of the SCI syndrome. This limitation was overcome by taking a novel multivariate integrative approach for leveraging complex data from preclinical models of neurological disease to identify therapies that target multiple outcomes. We suggest that applying this syndromic approach provides a roadmap for translating therapies for SCI and other complex neurological diseases.
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Affiliation(s)
- Adam R. Ferguson
- Brain and Spinal Injury Center (BASIC), Department of Neurological Surgery, University of California San Francisco, San Francisco, California, United States of America
- * E-mail: (ARF); (MSB)
| | - Karen-Amanda Irvine
- Department of Comparative Medicine, Stanford University, Palo Alto, California, United States of America
| | - John C. Gensel
- Department of Physiology, Spinal Cord and Brain Injury Research Center (SCoBIRC), University of Kentucky, Lexington, Kentucky, United States of America
| | - Jessica L. Nielson
- Brain and Spinal Injury Center (BASIC), Department of Neurological Surgery, University of California San Francisco, San Francisco, California, United States of America
| | - Amity Lin
- Brain and Spinal Injury Center (BASIC), Department of Neurological Surgery, University of California San Francisco, San Francisco, California, United States of America
| | - Johnathan Ly
- Brain and Spinal Injury Center (BASIC), Department of Neurological Surgery, University of California San Francisco, San Francisco, California, United States of America
| | - Mark R. Segal
- Center for Bioinformatics and Molecular Biostatistics, Department of Epidemiology and Biostatistics, University of California San Francisco, San Francisco, California, United States of America
| | - Rajiv R. Ratan
- Burke-Cornell Medical Research Institute, Department of Neurology and Neuroscience, Weill Medical College of Cornell University, White Plains, New York, United States of America
| | - Jacqueline C. Bresnahan
- Brain and Spinal Injury Center (BASIC), Department of Neurological Surgery, University of California San Francisco, San Francisco, California, United States of America
| | - Michael S. Beattie
- Brain and Spinal Injury Center (BASIC), Department of Neurological Surgery, University of California San Francisco, San Francisco, California, United States of America
- * E-mail: (ARF); (MSB)
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Figueroa JD, Cordero K, Baldeosingh K, Torrado AI, Walker RL, Miranda JD, Leon MD. Docosahexaenoic acid pretreatment confers protection and functional improvements after acute spinal cord injury in adult rats. J Neurotrauma 2011; 29:551-66. [PMID: 21970623 DOI: 10.1089/neu.2011.2141] [Citation(s) in RCA: 53] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023] Open
Abstract
Currently, few interventions have been shown to successfully limit the progression of secondary damage events associated with the acute phase of spinal cord injury (SCI). Docosahexaenoic acid (DHA, C22:6 n-3) is neuroprotective when administered following SCI, but its potential as a pretreatment modality has not been addressed. This study used a novel DHA pretreatment experimental paradigm that targets acute cellular and molecular events during the first week after SCI in rats. We found that DHA pretreatment reduced functional deficits during the acute phase of injury, as shown by significant improvements in Basso-Beattie-Bresnahan (BBB) locomotor scores, and the detection of transcranial magnetic motor evoked potentials (tcMMEPs) compared to vehicle-pretreated animals. We demonstrated that, at 7 days post-injury, DHA pretreatment significantly increased the percentage of white matter sparing, and resulted in axonal preservation, compared to the vehicle injections. We found a significant increase in the survival of NG2+, APC+, and NeuN+ cells in the ventrolateral funiculus (VLF), dorsal corticospinal tract (dCST), and ventral horns, respectively. Interestingly, these DHA protective effects were observed despite the lack of inhibition of inflammatory markers for monocytes/macrophages and astrocytes, ED1/OX42 and GFAP, respectively. DHA pretreatment induced levels of Akt and cyclic AMP responsive element binding protein (CREB) mRNA and protein. This study shows for the first time that DHA pretreatment ameliorates functional deficits, and increases tissue sparing and precursor cell survival. Further, our data suggest that DHA-mediated activation of pro-survival/anti-apoptotic pathways may be independent of its anti-inflammatory effects.
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Affiliation(s)
- Johnny D Figueroa
- Center for Health Disparities and Molecular Medicine and Department of Basic Sciences, Loma Linda University, Loma Linda, California, USA
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Garraway SM, Turtle JD, Huie JR, Lee KH, Hook MA, Woller SA, Grau JW. Intermittent noxious stimulation following spinal cord contusion injury impairs locomotor recovery and reduces spinal brain-derived neurotrophic factor-tropomyosin-receptor kinase signaling in adult rats. Neuroscience 2011; 199:86-102. [PMID: 22027236 DOI: 10.1016/j.neuroscience.2011.10.007] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2011] [Revised: 09/27/2011] [Accepted: 10/05/2011] [Indexed: 01/20/2023]
Abstract
Intermittent nociceptive stimulation following a complete transection or contused spinal cord injury (SCI) has been shown to exert several short- and long-lasting negative consequences. These include maladaptive spinal plasticity, enhanced mechanical allodynia, and impaired functional recovery of locomotor and bladder functions. The neurotrophin, brain-derived neurotrophic factor (BDNF) has been shown to play an important role in adaptive plasticity and also to restore functions following SCI. This suggests that the negative behavioral effects of shock are most likely related to corresponding changes in BDNF spinal levels. In this study, we investigated the cellular effects of nociceptive stimulation in contused adult rats focusing on BDNF, its receptor, tropomyosin-receptor kinase (TrkB), and the subsequent downstream signaling system. The goal was to determine whether the behavioral effect of stimulation is associated with concomitant cellular changes induced during the initial post-injury period. Quantitative real-time polymerase chain reaction (qRT-PCR) and Western blotting were used to assess changes in the mRNA and/or protein levels of BDNF, TrkB, and the downstream signaling proteins calcium-calmodulin kinase II (CaMKII) and extracellular related kinase 1/2 (ERK1/2) at 1 h, 24 h, and 7 days following administration of intermittent noxious shock to the tail of contused subjects. In addition, recovery of locomotor function (Basso, Beattie, and Bresnahan [BBB] score) was assessed daily for the first week after injury. The results showed that, although nociceptive stimulation failed to induce any changes in gene expression at 1 h, it significantly reduced the expression of BDNF, TrkB, ERK2, and CaMKII at 24 h. In general, changes in gene expression were spatially localized to the dorsal spinal cord. In addition, locomotor recovery was impaired by shock. Evidence is also provided suggesting that shock engages a neuronal circuitry without having any negative effects on neuronal survival at 24 h. These results suggest that nociceptive activity following SCI decreases BDNF and TrkB levels, which may significantly contribute to diminished functional recovery.
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Affiliation(s)
- S M Garraway
- Department of Psychology, Texas A&M University, College Station, TX 77843, USA.
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8
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Exercise therapy and recovery after SCI: evidence that shows early intervention improves recovery of function. Spinal Cord 2011; 49:623-8. [PMID: 21242998 DOI: 10.1038/sc.2010.167] [Citation(s) in RCA: 35] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
STUDY DESIGN This was designed as an experimental study. OBJECTIVES Locomotor training is one of the most effective strategies currently available for facilitating recovery of function after an incomplete spinal cord injury (SCI). However, there is still controversy regarding the timing of treatment initiation for maximal recovery benefits. To address this issue, the present study compares the effects of exercise initiated in the acute and secondary phase of SCI. SETTING Texas A&M University, College Station, TX, USA. METHODS Rats received a moderate spinal contusion injury and began an exercise program 1 (D1-EX) or 8 days (D8-EX) later. They were individually placed into transparent exercise balls for 60 min per day, for 14 consecutive days. Control rats were placed in exercise balls that were rendered immobile. Motor and sensory recovery was assessed for 28 days after injury. RESULTS The D1-EX rats recovered significantly more locomotor function (BBB scale) than controls and D8-EX rats. Moreover, analyses revealed that rats in the D8-EX group had significantly lower tactile reactivity thresholds compared with control and D1-EX rats, and symptoms of allodynia were not reversed by exercise. Rats in the D8-EX group also had significantly larger areas of damage across spinal sections caudal to the injury center compared with the D1-EX group. CONCLUSION These results indicate that implementing an exercise regimen in the acute phase of SCI maximizes the potential for recovery of function.
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Gómez-Pinilla F, Huie JR, Ying Z, Ferguson AR, Crown ED, Baumbauer KM, Edgerton VR, Grau JW. BDNF and learning: Evidence that instrumental training promotes learning within the spinal cord by up-regulating BDNF expression. Neuroscience 2007; 148:893-906. [PMID: 17719180 PMCID: PMC3225191 DOI: 10.1016/j.neuroscience.2007.05.051] [Citation(s) in RCA: 100] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2007] [Revised: 04/24/2007] [Accepted: 05/22/2007] [Indexed: 10/22/2022]
Abstract
We have previously shown that the spinal cord is capable of learning a sensorimotor task in the absence of supraspinal input. Given the action of brain-derived neurotrophic factor (BDNF) on hippocampal learning, the current studies examined the role of BDNF in spinal learning. BDNF is a strong synaptic facilitator and, in association with other molecular signals (e.g. cAMP-response element binding protein (CREB), calcium/calmodulin activated protein kinase II (CaMKII) and synapsin I), important for learning. Spinally transected rats given shock to one hind leg when the leg extended beyond a selected threshold exhibited a progressive increase in flexion duration that minimized shock exposure, a simple form of instrumental learning. Instrumental learning resulted in elevated mRNA levels of BDNF, CaMKII, CREB, and synapsin I in the lumbar spinal cord region. The increases in BDNF, CREB, and CaMKII were proportional to the learning performance. Prior work has shown that instrumental training facilitates learning when subjects are tested on the contralateral leg with a higher response criterion. Pretreatment with the BDNF inhibitor TrkB-IgG blocked this facilitatory effect, as did the CaMKII inhibitor AIP. Intrathecal administration of BDNF facilitated learning when subjects were tested with a high response criterion. The findings indicate that instrumental training enables learning and elevates BDNF mRNA levels within the lumbar spinal cord. BDNF is both necessary, and sufficient, to produce the enabling effect.
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Affiliation(s)
- F Gómez-Pinilla
- Division of Neurosurgery, UCLA Brain Injury Research Center, USA.
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Hook MA, Liu GT, Washburn SN, Ferguson AR, Bopp AC, Huie JR, Grau JW. The impact of morphine after a spinal cord injury. Behav Brain Res 2007; 179:281-93. [PMID: 17383022 PMCID: PMC1965266 DOI: 10.1016/j.bbr.2007.02.035] [Citation(s) in RCA: 52] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2006] [Revised: 02/08/2007] [Accepted: 02/15/2007] [Indexed: 01/26/2023]
Abstract
Nociceptive stimulation, at an intensity that elicits pain-related behavior, attenuates recovery of locomotor and bladder functions, and increases tissue loss after a contusion injury. These data imply that nociceptive input (e.g., from tissue damage) can enhance the loss of function after injury, and that potential clinical treatments, such as pretreatment with an analgesic, may protect the damaged system from further secondary injury. The current study examined this hypothesis and showed that a potential treatment (morphine) did not have a protective effect. In fact, morphine appeared to exacerbate the effects of nociceptive stimulation. Experiment 1 showed that after spinal cord injury 20mg/kg of systemic morphine was necessary to induce strong antinociception and block behavioral reactivity to shock treatment, a dose that was much higher than that needed for sham controls. In Experiment 2, contused rats were given one of three doses of morphine (Vehicle, 10, 20mg/kg) prior to exposure to uncontrollable electrical stimulation or restraint alone. Despite decreasing nociceptive reactivity, morphine did not attenuate the long-term consequences of shock. Rats treated with morphine and shock had higher mortality rates, and displayed allodynic responses to innocuous sensory stimuli three weeks later. Independent of shock, morphine per se undermined recovery of sensory function. Rats treated with morphine alone also had significantly larger lesions than those treated with saline. These results suggest that nociceptive stimulation affects recovery despite a blockade of pain-elicited behavior. The results are clinically important because they suggest that opiate treatment may adversely affect the recovery of function after injury.
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Affiliation(s)
- Michelle A Hook
- Department of Psychology, Texas A&M University, College Station, TX 77843-4235, USA.
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Koopmans GC, Deumens R, Honig WMM, Hamers FPT, Steinbusch HWM, Joosten EAJ. The assessment of locomotor function in spinal cord injured rats: the importance of objective analysis of coordination. J Neurotrauma 2005; 22:214-25. [PMID: 15716628 DOI: 10.1089/neu.2005.22.214] [Citation(s) in RCA: 166] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
Abstract
The Basso, Beattie and Bresnahan (BBB) locomotor rating scale is the most widely used open field test and has been accepted as a valid way to assess locomotor function after spinal cord contusion injury in the rat. A limitation within the BBB locomotor rating scale is the correct assessment of forelimb (FL)-hindlimb (HL) coordination. This limitation can have major implications for the final assessment of locomotor function. In the present study, we show an objective method to assess coordination based on the regularity index (RI), achieved through the use of the CatWalk method. The RI grades the degree of coordination as the result of the number of normal step sequence patterns multiplied by four and divided by the total amount of paw placements. Using the RI, single walkway crossings can be objectively analyzed on coordination. Integration of the CatWalk based coordination into the BBB scale indicates that objective analysis of coordination results in reliable and more sensitive assessment of locomotor function. This new method has been tested successfully in determination of positive effects of enriched housing on functional recovery after spinal cord injury (SCI).
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Affiliation(s)
- Guido C Koopmans
- Department of Psychiatry and Neuropsychology, Division Neuroscience, European Graduate School of Neuroscience EURON, University of Maastricht, Maastricht, The Netherlands.
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Grau JW, Washburn SN, Hook MA, Ferguson AR, Crown ED, Garcia G, Bolding KA, Miranda RC. Uncontrollable stimulation undermines recovery after spinal cord injury. J Neurotrauma 2005; 21:1795-817. [PMID: 15684770 DOI: 10.1089/neu.2004.21.1795] [Citation(s) in RCA: 82] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Prior studies have shown that neurons within the spinal cord are sensitive to response-outcome relations, a form of instrumental learning. Spinally transected rats that receive shock to one hind leg learn to maintain the leg in a flexed position that minimizes net shock exposure (controllable shock). Prior exposure to uncontrollable stimulation (intermittent shock) inhibits this spinally mediated learning. Here it is shown that uncontrollable stimulation undermines the recovery of function after a spinal contusion injury. Rats received a moderate injury (12.5 mm drop) and recovery was monitored for 6 weeks. In Experiment 1, rats received varying amounts of intermittent tailshock 1-2 days after injury. Just 6 min of intermittent shock impaired locomotor recovery. In Experiment 2, rats were shocked 1, 4, or 14 days after injury. Delaying the application of shock exposure reduced its negative effect on recovery. In Experiment 3, rats received controllable or uncontrollable shock 24 and 48 h after injury. Only uncontrollable shock disrupted recovery of locomotor function. Uncontrollably shocked rats also exhibited higher vocalization thresholds to aversive stimuli (heat and shock) applied below the injury. Across the three experiments, exposure to uncontrollable shock, (1) delayed the recovery of bladder function; (2) led to greater mortality and spasticity; and (3) increased tissue loss (white and gray matter) in the region of the injury. The results indicate that uncontrollable stimulation impairs recovery after spinal cord injury and suggest that reducing sources of uncontrolled afferent input (e.g., from peripheral tissue injury) could benefit patient recovery.
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Affiliation(s)
- James W Grau
- Department of Psychology, Texas A&M University, College Station, Texas 77843-4235, USA.
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