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Cragg JJ, Tong B, Jutzeler CR, Warner FM, Cashman N, Geisler F, Kramer JLK. A Longitudinal Study of the Neurologic Safety of Acute Baclofen Use After Spinal Cord Injury. Neurotherapeutics 2019; 16:858-867. [PMID: 30725362 PMCID: PMC6694358 DOI: 10.1007/s13311-019-00713-8] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
The objective of our study was to determine whether treatment with baclofen is neurologically safe with respect to exposure during recovery from spinal cord injury. We performed a secondary longitudinal analysis of a cohort of adult patients with traumatic acute spinal cord injury. Cumulative baclofen dose was computed over the first 4 weeks following injury from concomitant medication information from a completed clinical trial. The main outcome measure was neurologic status, which was assessed over 52 weeks with "marked recovery" defined as the conversion to higher sensory and motor function. To complete the drug safety profile, drug toxicity was assessed with assays from standard blood work. Multivariable Cox regression was used to compute hazard ratios (HRs) and 95% confidence intervals (CIs). Of the cohort (n = 651), 18% (n = 115) received baclofen within 4 weeks post injury. Baclofen use was associated with higher rates of marked neurologic recovery, even after adjustment for injury severity (HR = 2.1, 95% CI 1.5-3.0 for high dose vs none). Baclofen exposure was not associated with liver or renal side effects. The use of other medications indicated for spasticity was not associated with neurological outcomes. Overall, this longitudinal analysis provides level 3 evidence on the neurologic safety of baclofen and potential beneficial effects on recovery in the early days after acute traumatic spinal cord injury. The usefulness of concomitant medication files from completed clinical trials is highlighted. We also highlight the importance of incorporating logical patient questions and neurological outcomes into research addressing drug safety.
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Affiliation(s)
- Jacquelyn J Cragg
- International Collaboration on Repair Discoveries (ICORD), University of British Columbia, 818 West 10th Avenue, Vancouver, British Columbia, V5Z 1M9, Canada.
| | - Bobo Tong
- International Collaboration on Repair Discoveries (ICORD), University of British Columbia, 818 West 10th Avenue, Vancouver, British Columbia, V5Z 1M9, Canada
| | - Catherine R Jutzeler
- International Collaboration on Repair Discoveries (ICORD), University of British Columbia, 818 West 10th Avenue, Vancouver, British Columbia, V5Z 1M9, Canada
- School of Kinesiology, University of British Columbia, Vancouver, British Columbia, Canada
| | - Freda M Warner
- International Collaboration on Repair Discoveries (ICORD), University of British Columbia, 818 West 10th Avenue, Vancouver, British Columbia, V5Z 1M9, Canada
- School of Kinesiology, University of British Columbia, Vancouver, British Columbia, Canada
| | - Neil Cashman
- Division of Neurology, Department of Medicine, Faculty of Medicine, University of British Columbia, Vancouver, British Columbia, Canada
| | - Fred Geisler
- University of Saskatchewan, Saskatoon, Saskatchewan, Canada
| | - John L K Kramer
- International Collaboration on Repair Discoveries (ICORD), University of British Columbia, 818 West 10th Avenue, Vancouver, British Columbia, V5Z 1M9, Canada
- School of Kinesiology, University of British Columbia, Vancouver, British Columbia, Canada
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Is the Routine Use of a Functional Electrical Stimulation Cycle for Lower Limb Movement Standard of Care for Acute Spinal Cord Injury Rehabilitation? PM R 2017; 9:521-528. [DOI: 10.1016/j.pmrj.2017.03.005] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2017] [Accepted: 03/18/2017] [Indexed: 11/20/2022]
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Bhagat NA, French J, Venkatakrishnan A, Yozbatiran N, Francisco GE, O'Malley MK, Contreras-Vidal JL. Detecting movement intent from scalp EEG in a novel upper limb robotic rehabilitation system for stroke. ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE 2015; 2014:4127-4130. [PMID: 25570900 DOI: 10.1109/embc.2014.6944532] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
Stroke can be a source of significant upper extremity dysfunction and affect the quality of life (QoL) in survivors. In this context, novel rehabilitation approaches employing robotic rehabilitation devices combined with brain-machine interfaces can greatly help in expediting functional recovery in these individuals by actively engaging the user during therapy. However, optimal training conditions and parameters for these novel therapeutic systems are still unknown. Here, we present preliminary findings demonstrating successful movement intent detection from scalp electroencephalography (EEG) during robotic rehabilitation using the MAHI Exo-II in an individual with hemiparesis following stroke. These findings have strong clinical implications for the development of closed-loop brain-machine interfaces to robotic rehabilitation systems.
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Affiliation(s)
- Nikunj A Bhagat
- Dept. of Electrical & Computer Engineering, University of Houston, Houston, TX 77004 USA. (; fax: 713-743-4444;
| | - James French
- Dept. of Mechanical Engineering, Rice University, Houston, TX 77005 USA.
| | - Anusha Venkatakrishnan
- Dept. of Electrical & Computer Engineering, University of Houston, Houston, TX 77004 USA. (; fax: 713-743-4444;
| | - Nuray Yozbatiran
- Institute for Rehabilitation Research (TIRR) and University of Texas Health Sciences Center, Houston, TX USA,
| | - Gerard E Francisco
- Institute for Rehabilitation Research (TIRR) and University of Texas Health Sciences Center, Houston, TX USA
| | - Marcia K O'Malley
- Dept. of Mechanical Engineering, Rice University, Houston, TX 77005 USA.
| | - Jose L Contreras-Vidal
- Dept. of Electrical & Computer Engineering, University of Houston, Houston, TX 77004 USA. (; fax: 713-743-4444;
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Hammond ER, Recio AC, Sadowsky CL, Becker D. Functional electrical stimulation as a component of activity-based restorative therapy may preserve function in persons with multiple sclerosis. J Spinal Cord Med 2015; 38:68-75. [PMID: 24976037 PMCID: PMC4293536 DOI: 10.1179/2045772314y.0000000238] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/31/2022] Open
Abstract
OBJECTIVE To examine the effect of functional electrical stimulation (FES) cycling on disability progression in persons with multiple sclerosis (MS). DESIGN Retrospective cohort, 40 participants with mean follow-up of 15 months. Setting International Center for Spinal Cord Injury at Kennedy Krieger Institute in Baltimore, a rehabilitation referral center. PARTICIPANTS Forty consecutive persons with MS undergoing rehabilitation from 2007 to 2011, with at least two evaluations based on the International Standards for Neurological Classification of Spinal Cord Injury (ISNCSCI). Interventions FES cycling as part of activity-based restorative therapy interventions. OUTCOME MEASURES Change in Expanded Disability Status Scale (EDSS) and ISNCSCI motor, light touch, and pin prick scores from baseline to latest evaluation. RESULTS In 71% of patients, activity-based rehabilitation included FES cycling. There was no disability progression on the EDSS. Lower extremity motor scores improved or stabilized in 75% of patients with primary progressive MS (PPMS), 71.4% with secondary progressive MS (SPMS), and 54.5% with relapsing remitting MS (RRMS). Among patients with improved or stabilized lower extremity motor function, PPMS recorded a mean 9% improvement, SPMS 3% and RRMS 6%. In PPMS, use of FES showed trend towards improvement in motor scores (P = 0.070). CONCLUSIONS FES as part of activity-based rehabilitation may help preserve or improve neurological function in patients with MS.
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Affiliation(s)
| | | | | | - Daniel Becker
- Correspondence to: Daniel Becker, Johns Hopkins School of Medicine, International Neurorehabilitation Institute, 1300 York Road, Building A, Suite 300, Lutherville, MD 21093, USA.
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Bone mass in individuals with chronic spinal cord injury: associations with activity-based therapy, neurologic and functional status, a retrospective study. Arch Phys Med Rehabil 2014; 95:2342-9. [PMID: 25083557 DOI: 10.1016/j.apmr.2014.07.395] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2014] [Revised: 07/11/2014] [Accepted: 07/12/2014] [Indexed: 11/21/2022]
Abstract
OBJECTIVE To describe the prevalence of osteoporosis and its association with functional electrical stimulation (FES) use in individuals with spinal cord injury (SCI)-related paralysis. DESIGN Retrospective cross-sectional evaluation. SETTING Clinic. PARTICIPANTS Consecutive persons with SCI (N=364; 115 women, 249 men) aged between 18 and 80 years who underwent dual-energy x-ray absorptiometry (DXA) examinations. INTERVENTIONS Not applicable. MAIN OUTCOME MEASURE Prevalence of osteoporosis defined as DXA T score ≤-2.5. RESULTS The prevalence of osteoporosis was 34.9% (n=127). Use of FES was associated with 31.2% prevalence of osteoporosis compared with 39.5% among persons not using FES. In multivariate adjusted logistic regression analysis, FES use was associated with 42% decreased odds of osteoporosis after adjusting for sex, age, body mass index, type and duration of injury, Lower Extremity Motor Scores, ambulation, previous bone fractures, and use of calcium, vitamin D, and anticonvulsant; (adjusted odds ratio [OR]=.58; 95% confidence interval [CI], .35-.99; P=.039). Duration of injury >1 year was associated with a 3-fold increase in odds of osteoporosis compared with individuals with injury <1 year; (adjusted OR=3.02; 95% CI, 1.60-5.68; P=.001). CONCLUSIONS FES cycling ergometry may be associated with a decreased loss of bone mass after paralysis. Further prospective examination of the role of FES in preserving bone mass will improve our understanding of this association.
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Venkatakrishnan A, Francisco GE, Contreras-Vidal JL. Applications of Brain-Machine Interface Systems in Stroke Recovery and Rehabilitation. CURRENT PHYSICAL MEDICINE AND REHABILITATION REPORTS 2014; 2:93-105. [PMID: 25110624 PMCID: PMC4122129 DOI: 10.1007/s40141-014-0051-4] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Abstract
Stroke is a leading cause of disability, significantly impacting the quality of life (QOL) in survivors, and rehabilitation remains the mainstay of treatment in these patients. Recent engineering and technological advances such as brain-machine interfaces (BMI) and robotic rehabilitative devices are promising to enhance stroke neu-rorehabilitation, to accelerate functional recovery and improve QOL. This review discusses the recent applications of BMI and robotic-assisted rehabilitation in stroke patients. We present the framework for integrated BMI and robotic-assisted therapies, and discuss their potential therapeutic, assistive and diagnostic functions in stroke rehabilitation. Finally, we conclude with an outlook on the potential challenges and future directions of these neurotechnologies, and their impact on clinical rehabilitation.
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Affiliation(s)
- Anusha Venkatakrishnan
- Laboratory for Non-invasive Brain–Machine Interface Systems, Department of Electrical and Computer Engineering, University of Houston, Houston, TX, USA
| | - Gerard E. Francisco
- Department of Physical Medicine and Rehabilitation, University of Texas Health Science Center, Houston, TX, USA
- NeuroRecovery Research Center, TIRR Memorial Hermann Houston, Houston, TX, USA
| | - Jose L. Contreras-Vidal
- Laboratory for Non-invasive Brain–Machine Interface Systems, Department of Electrical and Computer Engineering, University of Houston, Houston, TX, USA
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Sadowsky CL, Hammond ER, Strohl AB, Commean PK, Eby SA, Damiano DL, Wingert JR, Bae KT, McDonald JW. Lower extremity functional electrical stimulation cycling promotes physical and functional recovery in chronic spinal cord injury. J Spinal Cord Med 2013; 36:623-31. [PMID: 24094120 PMCID: PMC3831323 DOI: 10.1179/2045772313y.0000000101] [Citation(s) in RCA: 70] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/31/2022] Open
Abstract
OBJECTIVE To examine the effect of long-term lower extremity functional electrical stimulation (FES) cycling on the physical integrity and functional recovery in people with chronic spinal cord injury (SCI). DESIGN Retrospective cohort, mean follow-up 29.1 months, and cross-sectional evaluation. SETTING Washington University Spinal Cord Injury Neurorehabilitation Center, referral center. PARTICIPANTS Twenty-five people with chronic SCI who received FES during cycling were matched by age, gender, injury level, and severity, and duration of injury to 20 people with SCI who received range of motion and stretching. INTERVENTION Lower extremity FES during cycling as part of an activity-based restorative treatment regimen. MAIN OUTCOME MEASURE Change in neurological function: motor, sensory, and combined motor-sensory scores (CMSS) assessed by the American Spinal Injury Association Impairment scale. Response was defined as ≥ 1 point improvement. RESULTS FES was associated with an 80% CMSS responder rate compared to 40% in controls. An average 9.6 CMSS point loss among controls was offset by an average 20-point gain among FES subjects. Quadriceps muscle mass was on average 36% higher and intra/inter-muscular fat 44% lower, in the FES group. Hamstring and quadriceps muscle strength was 30 and 35% greater, respectively, in the FES group. Quality of life and daily function measures were significantly higher in FES group. CONCLUSION FES during cycling in chronic SCI may provide substantial physical integrity benefits, including enhanced neurological and functional performance, increased muscle size and force-generation potential, reduced spasticity, and improved quality of life.
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Affiliation(s)
- Cristina L. Sadowsky
- The International Center for Spinal Cord Injury and the Hugo W. Moser Research Institute at Kennedy Krieger, Baltimore, MD, USA; and Department of Physical Medicine and Rehabilitation, Department of Neurology (JWM), John Hopkins, Baltimore, MD USA
| | - Edward R. Hammond
- The International Center for Spinal Cord Injury and the Hugo W. Moser Research Institute at Kennedy Krieger, Baltimore, MD, USA
| | - Adam B. Strohl
- Division of Plastic and Reconstructive Surgery, Mount Sinai Medical Center, NY, USA
| | - Paul K. Commean
- Mallinckrodt Institute of Radiology, Washington University School of Medicine, St Louis, MO, USA
| | - Sarah A. Eby
- Department of Physical Medicine and Rehabilitation, Sinai Hospital, Baltimore, MD, USA
| | | | - Jason R. Wingert
- Department of Health and Wellness, University of North Carolina, Asheville, NC, USA
| | - Kyongtae T. Bae
- Department of Radiology, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - John W. McDonald
- The International Center for Spinal Cord Injury and the Hugo W. Moser Research Institute at Kennedy Krieger, Baltimore, MD, USA; and Department of Neurology, Neurological Surgery, Anatomy and Neurobiology, Washington University School of Medicine, St Louis, MO, USA
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