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Cacciotti A, Pappalettera C, Miraglia F, Carrarini C, Pecchioli C, Rossini PM, Vecchio F. From data to decisions: AI and functional connectivity for diagnosis, prognosis, and recovery prediction in stroke. GeroScience 2024:10.1007/s11357-024-01301-1. [PMID: 39090502 DOI: 10.1007/s11357-024-01301-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2024] [Accepted: 07/23/2024] [Indexed: 08/04/2024] Open
Abstract
Stroke is a severe medical condition which may lead to permanent disability conditions. The initial 8 weeks following a stroke are crucial for rehabilitation, as most recovery occurs during this period. Personalized approaches and predictive biomarkers are needed for tailored rehabilitation. In this context, EEG brain connectivity and Artificial Intelligence (AI) can play a crucial role in diagnosing and predicting stroke outcomes efficiently. In the present study, 127 patients with subacute ischemic lesions and 90 age- and gender-matched healthy controls were enrolled. EEG recordings were obtained from each participant within 15 days of stroke onset. Clinical evaluations were performed at baseline and at 40-days follow-up using the National Institutes of Health Stroke Scale (NIHSS). Functional connectivity analysis was conducted using Total Coherence (TotCoh) and Small Word (SW). Quadratic support vector machines (SVM) algorithms were implemented to classify healthy subjects compared to stroke patients (Healthy vs Stroke), determine the affected hemisphere (Left vs Right Hemisphere), and predict functional recovery (Functional Recovery Prediction). In the classification for Functional Recovery Prediction, an accuracy of 94.75%, sensitivity of 96.27% specificity of 92.33%, and AUC of 0.95 were achieved; for Healthy vs Stroke, an accuracy of 99.09%, sensitivity of 100%, specificity of 98.46%, and AUC of 0.99 were achieved. For Left vs Right Hemisphere classification, accuracy was 86.77%, sensitivity was 91.44%, specificity was 80.33%, and AUC was 0.87. These findings highlight the potential of utilizing functional connectivity measures based on EEG in combination with AI algorithms to improve patient outcomes by targeted rehabilitation interventions.
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Affiliation(s)
- Alessia Cacciotti
- Brain Connectivity Laboratory, Department of Neuroscience and Neurorehabilitation, IRCCS San Raffaele Roma, Via Val Cannuta, 247, 00166, Rome, Italy
- Department of Theoretical and Applied Sciences, eCampus University, Novedrate, Como, Italy
| | - Chiara Pappalettera
- Brain Connectivity Laboratory, Department of Neuroscience and Neurorehabilitation, IRCCS San Raffaele Roma, Via Val Cannuta, 247, 00166, Rome, Italy
- Department of Theoretical and Applied Sciences, eCampus University, Novedrate, Como, Italy
| | - Francesca Miraglia
- Brain Connectivity Laboratory, Department of Neuroscience and Neurorehabilitation, IRCCS San Raffaele Roma, Via Val Cannuta, 247, 00166, Rome, Italy
- Department of Theoretical and Applied Sciences, eCampus University, Novedrate, Como, Italy
| | - Claudia Carrarini
- Brain Connectivity Laboratory, Department of Neuroscience and Neurorehabilitation, IRCCS San Raffaele Roma, Via Val Cannuta, 247, 00166, Rome, Italy
- Department of Neuroscience, Catholic University of Sacred Heart, Rome, Italy
| | - Cristiano Pecchioli
- Brain Connectivity Laboratory, Department of Neuroscience and Neurorehabilitation, IRCCS San Raffaele Roma, Via Val Cannuta, 247, 00166, Rome, Italy
| | - Paolo Maria Rossini
- Brain Connectivity Laboratory, Department of Neuroscience and Neurorehabilitation, IRCCS San Raffaele Roma, Via Val Cannuta, 247, 00166, Rome, Italy
| | - Fabrizio Vecchio
- Brain Connectivity Laboratory, Department of Neuroscience and Neurorehabilitation, IRCCS San Raffaele Roma, Via Val Cannuta, 247, 00166, Rome, Italy.
- Department of Theoretical and Applied Sciences, eCampus University, Novedrate, Como, Italy.
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Miraglia F, Pappalettera C, Barbati SA, Podda MV, Grassi C, Rossini PM, Vecchio F. Brain complexity in stroke recovery after bihemispheric transcranial direct current stimulation in mice. Brain Commun 2024; 6:fcae137. [PMID: 38741663 PMCID: PMC11089417 DOI: 10.1093/braincomms/fcae137] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2023] [Revised: 12/22/2023] [Accepted: 05/07/2024] [Indexed: 05/16/2024] Open
Abstract
Stroke is one of the leading causes of disability worldwide. There are many different rehabilitation approaches aimed at improving clinical outcomes for stroke survivors. One of the latest therapeutic techniques is the non-invasive brain stimulation. Among non-invasive brain stimulation, transcranial direct current stimulation has shown promising results in enhancing motor and cognitive recovery both in animal models of stroke and stroke survivors. In this framework, one of the most innovative methods is the bihemispheric transcranial direct current stimulation that simultaneously increases excitability in one hemisphere and decreases excitability in the contralateral one. As bihemispheric transcranial direct current stimulation can create a more balanced modulation of brain activity, this approach may be particularly useful in counteracting imbalanced brain activity, such as in stroke. Given these premises, the aim of the current study has been to explore the recovery after stroke in mice that underwent a bihemispheric transcranial direct current stimulation treatment, by recording their electric brain activity with local field potential and by measuring behavioural outcomes of Grip Strength test. An innovative parameter that explores the complexity of signals, namely the Entropy, recently adopted to describe brain activity in physiopathological states, was evaluated to analyse local field potential data. Results showed that stroke mice had higher values of Entropy compared to healthy mice, indicating an increase in brain complexity and signal disorder due to the stroke. Additionally, the bihemispheric transcranial direct current stimulation reduced Entropy in both healthy and stroke mice compared to sham stimulated mice, with a greater effect in stroke mice. Moreover, correlation analysis showed a negative correlation between Entropy and Grip Strength values, indicating that higher Entropy values resulted in lower Grip Strength engagement. Concluding, the current evidence suggests that the Entropy index of brain complexity characterizes stroke pathology and recovery. Together with this, bihemispheric transcranial direct current stimulation can modulate brain rhythms in animal models of stroke, providing potentially new avenues for rehabilitation in humans.
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Affiliation(s)
- Francesca Miraglia
- Brain Connectivity Laboratory, Department of Neuroscience and Neurorehabilitation, IRCCS San Raffaele, 00163, Rome, Italy
- Department of Theoretical and Applied Sciences, eCampus University, Novedrate, 22060, Como, Italy
| | - Chiara Pappalettera
- Brain Connectivity Laboratory, Department of Neuroscience and Neurorehabilitation, IRCCS San Raffaele, 00163, Rome, Italy
- Department of Theoretical and Applied Sciences, eCampus University, Novedrate, 22060, Como, Italy
| | - Saviana Antonella Barbati
- Department of Neuroscience, Università Cattolica del Sacro Cuore, 00168 Rome, Italy
- Fondazione Policlinico Universitario A. Gemelli IRCCS, 00168 Rome, Italy
| | - Maria Vittoria Podda
- Department of Neuroscience, Università Cattolica del Sacro Cuore, 00168 Rome, Italy
- Fondazione Policlinico Universitario A. Gemelli IRCCS, 00168 Rome, Italy
| | - Claudio Grassi
- Department of Neuroscience, Università Cattolica del Sacro Cuore, 00168 Rome, Italy
- Fondazione Policlinico Universitario A. Gemelli IRCCS, 00168 Rome, Italy
| | - Paolo Maria Rossini
- Brain Connectivity Laboratory, Department of Neuroscience and Neurorehabilitation, IRCCS San Raffaele, 00163, Rome, Italy
| | - Fabrizio Vecchio
- Brain Connectivity Laboratory, Department of Neuroscience and Neurorehabilitation, IRCCS San Raffaele, 00163, Rome, Italy
- Department of Theoretical and Applied Sciences, eCampus University, Novedrate, 22060, Como, Italy
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Schrader M, Sterr A, Strank T, Bamborschke S, Dohle C. Effects of transsectoral long-term neurorehabilitation. Neurol Res Pract 2024; 6:7. [PMID: 38326907 PMCID: PMC10851455 DOI: 10.1186/s42466-023-00302-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2023] [Accepted: 12/11/2023] [Indexed: 02/09/2024] Open
Abstract
BACKGROUND Acquired brain injuries are among the most common causes of disability in adulthood. An intensive rehabilitation phase is crucial for recovery. However, there is a lack of concepts to further expand the therapeutic success after the standard rehabilitation period. Hereafter, the characteristics of a transsectoral, multiprofessional long-term neurorehabilitation concept and its effects on outcome at different ICF levels are described. METHODS The P.A.N. Center for Post-Acute Neurorehabilitation combines living with 24/7 support of pedagogical staff with on-site outpatient therapy and medical care. A secondary data analysis was conducted on the records of all patients with completeted P.A.N. treatment between 01.01.2015 and 09.04.2022. Outcome parameters included demographic characteristics, diagnostics, Barthel Index (BI), the German scale "Hilfebedarf von Menschen mit Behinderung für den Lebensbereich Wohnen " (HMBW), the Canadian Occupational Performance Measure (COPM) and the destination after discharge. For BI and discharge destination, potential determinants of therapy success are evaluated. RESULTS 168 patients were enrolled in the analyses. Significant improvements were observed in the BI (p < .001), with median values increasing from 55 to 80 points. The HMBW showed a significant decrease in the need for assistance in everyday living (p < .001), individual basic care (p < .001), shaping social relationship (p = .003) and communication (p < .001). Significant improvements were reported in the COPM total score for performance (p < .001) and satisfaction (p < .001). 72% of the patients were able to move in a community living arrangement with moderate need for support. Main predictive factor for discharge destination was the initial cognitive deficit. The comparison of the third-person scales BI and HMBW with the self-reported COPM showed that individually formulated patient goals are only insufficiently reflected in these global scales. DISCUSSION The data show that a highly coordinated, trans-sectoral 24/7 approach of goal-oriented practice as pursued at P.A.N. is feasible and effective. We assume that the success of the intervention is due to the high intensity of therapies delivered over a long time and its interlink with real world practice. For a comprehensive analysis of rehabilitation success, it is necessary to record and evaluate individual patient goals, as these are not always reflected in the commonly used global scales.
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Affiliation(s)
- Mareike Schrader
- P.A.N. Zentrum für Post-Akute Neurorehabilitation, Wildkanzelweg 28, 13465, Berlin, Germany.
| | - Annette Sterr
- P.A.N. Zentrum für Post-Akute Neurorehabilitation, Wildkanzelweg 28, 13465, Berlin, Germany
- School of Psychology, University of Surrey, Guildford, GU2 7XH, UK
| | - Tobias Strank
- P.A.N. Zentrum für Post-Akute Neurorehabilitation, Wildkanzelweg 28, 13465, Berlin, Germany
| | - Stephan Bamborschke
- P.A.N. Zentrum für Post-Akute Neurorehabilitation, Wildkanzelweg 28, 13465, Berlin, Germany
| | - Christian Dohle
- P.A.N. Zentrum für Post-Akute Neurorehabilitation, Wildkanzelweg 28, 13465, Berlin, Germany
- Center for Stroke Research Berlin, Charité - University Medicine Berlin, 10117, Berlin, Germany
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Abri D, Boll T. Expert's View on Central Components of the Actional Model of Older People's Coping with Health-Related Declines: A Pilot Study with Professional Caregivers. Integr Psychol Behav Sci 2023:10.1007/s12124-023-09761-4. [PMID: 37058218 DOI: 10.1007/s12124-023-09761-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/21/2023] [Indexed: 04/15/2023]
Abstract
Abri & Boll (2022) proposed the "Actional Model of Older People´s Coping with Health-Related Declines" to explain the use of various action alternatives of older persons for dealing with diseases, functional declines, activity limitations, and participation restrictions. It draws on a broad knowledge base: an action-theoretical model of intentional self-development, models of the use of assistive technologies (ATs) and medical services, qualitative studies on reasons for using or not-using ATs, and quantitative studies on older people's health-related goals. The present study aims to gather evidence to further refine this model by additionally relying on expert knowledge from professional caregivers serving older people. Six experienced geriatric nurses working in mobile care services or residential care facilities were interviewed about key components of the above model in relation to 17 older people aged 70 to 95 with stroke, arthrosis, or mild dementia. The results revealed additional goals of reducing or preventing health-related discrepancies beyond those already included in the model (e.g., moving without pain, doing things alone, driving a car again, social return). Moreover, new motivating or demotivating goals for using certain action possibilities were found (e.g., to be at home, to be alone, to rest, to motivate other older people). Finally, some new factors were identified from the biological-functional (e.g., illness, fatigue), technological (e.g., pain inducing ATs, maladaptive devices), and social contexts (e.g., lack of staff time) that are likely to promote or hinder the use of certain action possibilities. Implications for refining the model and future research are discussed.
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Affiliation(s)
- Diana Abri
- Department of Behavioural and Cognitive Sciences, Institute for Lifespan Development, Family, and Culture, University of Luxembourg, 11, Porte des Sciences, Esch-sur-Alzette, L-4366, Luxembourg.
| | - Thomas Boll
- Department of Behavioural and Cognitive Sciences, Institute for Lifespan Development, Family, and Culture, University of Luxembourg, 11, Porte des Sciences, Esch-sur-Alzette, L-4366, Luxembourg
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Mayetin U, Kucuk S. Design and Experimental Evaluation of a Low Cost, Portable, 3-DOF Wrist Rehabilitation Robot with High Physical Human–Robot Interaction. J INTELL ROBOT SYST 2022. [DOI: 10.1007/s10846-022-01762-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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Otálora S, Ballen-Moreno F, Arciniegas-Mayag L, Cifuentes CA, Múnera M. Biomechanical Effects of Adding an Ankle Soft Actuation in a Unilateral Exoskeleton. BIOSENSORS 2022; 12:bios12100873. [PMID: 36291010 PMCID: PMC9599070 DOI: 10.3390/bios12100873] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/30/2022] [Revised: 09/01/2022] [Accepted: 09/05/2022] [Indexed: 06/01/2023]
Abstract
Stroke disease leads to a partial or complete disability affecting muscle strength and functional mobility. Early rehabilitation sessions might induce neuroplasticity and restore the affected function or structure of the patients. Robotic rehabilitation minimizes the burden on therapists by providing repetitive and regularly monitored therapies. Commercial exoskeletons have been found to assist hip and knee motion. For instance, unilateral exoskeletons have the potential to become an effective training system for patients with hemiparesis. However, these robotic devices leave the ankle joint unassisted, essential in gait for body propulsion and weight-bearing. This article evaluates the effects of the robotic ankle orthosis T-FLEX during cooperative assistance with the AGoRA unilateral lower-limb exoskeleton (hip and knee actuation). This study involves nine subjects, measuring muscle activity and gait parameters such as stance and swing times. The results showed a reduction in muscle activity in the Biceps Femoris of 50%, Lateral Gastrocnemius of 59% and Tibialis Anterior of 35% when adding T-FLEX to the AGoRA unilateral lower-limb exoskeleton. No differences were found in gait parameters. Nevertheless, stability is preserved when comparing the two legs. Future works should focus on evaluating the devices in ground tests in healthy subjects and pathological patients.
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Affiliation(s)
- Sophia Otálora
- Graduate Program of Electrical Engineering, Federal University of Espirito Santo, Vitoria 29075-910, Brazil
| | - Felipe Ballen-Moreno
- Robotics & Multibody Mechanics (R&MM) Research Group, Department of Mechanical Engineering, Vrije Universiteit Brussel, 1050 Brussels, Belgium
- Flanders Make, 1050 Brussels, Belgium
| | - Luis Arciniegas-Mayag
- Graduate Program of Electrical Engineering, Federal University of Espirito Santo, Vitoria 29075-910, Brazil
| | - Carlos A. Cifuentes
- Bristol Robotics Laboratory, University of the West of England, Bristol BS16 1QY, UK
- School of Engineering, Science and Technology, Universidad del Rosario, Bogota 111711, Colombia
| | - Marcela Múnera
- Department of Biomedical Engineering, Colombian School of Engineering Julio Garavito, Bogota 111166, Colombia
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Glinac A, Sinanović O, Sinanović S. Multicomponent Educational-Rehabilitation Approach in Rehabilitation of Patients After Stroke. Eurasian J Med 2022; 54:292-298. [PMID: 35950824 PMCID: PMC9797835 DOI: 10.5152/eurasianjmed.2022.20330] [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] [Indexed: 01/05/2023] Open
Abstract
Rehabilitation must be based on the individual needs and specific goals of the person and must be adapted to his abilities. According to the recommendation of the World Stroke Organization, the team involved in conducting rehabilitation should be multidisciplinary. One of the treatments that are applied within the multidisciplinary approach to a neurological patient is educational-rehabilitation treatment, which is multicomponent in nature. Before starting educational-rehabilitation treatment, an educational-rehabilitation clinical assessment is necessary, which aims to detect difficulties caused by impairment; identify potentials and constraints in these areas; determine the specifics, course, and forecasts of difficulties; formulate clear treatment recommendations; form a watch list that will be available to all team members in the process of diagnosis, treatment, education, and to evaluate the effectiveness of treatment; and continuously monitor the ability and adaptive behavior of the person. Educational-rehabilitation clinical treatment includes treatment of cognitive abilities, treatment of motor skills, relaxation, treatment of adaptive skills, as well as informing the person about the disease and counseling. This review focuses on some aspects of rehabilitation such as treatment of cognitive and motor disorders, treatment of adaptive skills, relaxation issues, and informing and counseling patients from the perspective of an educational rehabilitator with practical experiences in this area of rehabilitation.
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Affiliation(s)
- Alma Glinac
- University Clinical Center Tuzla, Ulica prof. dr. Ibre Pašića, Tuzla, Bosnia and Herzegovina,Facullty of Education and Rehabilitation, University of Tuzla, Univerzitetska 1, Tuzla, Bosnia and Herzegovina,Corresponding author: Alma Glinac E-mail: glinacalma©gmail.com
| | - Osman Sinanović
- Medical Faculty, Univeristy of Tuzla, Univerzitetska 1, Tuzla, Bosnia and Herzegovina,Sarajevo School of Medcine, University of Sarajevo Scool of Science and Technology, Ilidža, Sarajevo, Bosnia and Herzegovina
| | - Selma Sinanović
- University Clinical Center Tuzla, Ulica prof. dr. Ibre Pašića, Tuzla, Bosnia and Herzegovina
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Sayyah M, Seydyousefi M, Moghanlou AE, Metz GAS, Shamsaei N, Faghfoori MH, Faghfoori Z. Activation of BDNF- and VEGF-mediated Neuroprotection by Treadmill Exercise Training in Experimental Stroke. Metab Brain Dis 2022; 37:1843-1853. [PMID: 35596908 DOI: 10.1007/s11011-022-01003-7] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/30/2020] [Accepted: 04/21/2022] [Indexed: 12/01/2022]
Abstract
Early treatment of ischemic stroke is one of the most effective ways to reduce brains' cell death and promote functional recovery. This study was designed to examine the effect of aerobic exercise on post ischemia/reperfusion injury on concentration and expression of brain-derived neurotrophic factor (BDNF) and vascular endothelial growth factor (VEGF) after inducing a neuronal loss in CA1 region of hippocampus in Male Wistar rats. Three experimental groups including sham(S), ischemia/reperfusion-control (IRC) and ischemia/reperfusion exercise (IRE) were used for this purpose. The rats in the IRE group received a bilateral carotid artery occlusion treatment. They ran for 45 minutes on a treadmill five days per week for eight consecutive weeks. Cresyl violet (Nissl), Hematoxylin (H & E) and Eosin staining procedure were used to determine the extent of damage. A ladder rung walking task was used to assess the functional impairments and recovery after the ischemic lesion. ELISA and immunohistochemistry method were employed to measure BDNF and VEGF protein expressions. The result showed that the brain ischemia/reperfusion condition increased the cell death in hippocampal CA1 neurons and impaired motor performance on the ladder rung task whereas the aerobic exercise program significantly decreased the brain cell's death and improved motor skill performance. It was concluded that ischemic brain lesion decreased the BDNF and VEGF expression. It seems that the aerobic exercise following the ischemia/reperfusion potentially promotes neuroprotective mechanisms and neuronal repair and survival mediated partly by BDNF and other pathways.
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Affiliation(s)
- Mansour Sayyah
- Clinical Research Center, Kashan University of Medical Sciences, Kashan, Iran
| | - Mehdi Seydyousefi
- Department of Physical Education and Sport Sciences, Bojnourd Branch, Islamic Azad University, Bojnourd, Iran
| | | | - Gerlinde A S Metz
- Canadian Centre for Behavioural Neuroscience, Department of Neuroscience, University of Lethbridge, 4401 University Drive, Lethbridge, Alberta, T1K 3M4, Canada
| | - Nabi Shamsaei
- Department of Physical Education and Sport Sciences, Ilam University, Ilam, Iran
| | - Mohammad Hasan Faghfoori
- Department of Medical Biotechnology, School of Medicine, Zanjan University of Medical Sciences, Zanjan, Iran
| | - Zeinab Faghfoori
- Food Safety Research Center (salt), Semnan University of Medical Sciences, Semnan, Iran.
- Department of Nutrition, School of Nutrition and Food Sciences, Semnan University of Medical Sciences, Semnan, Iran.
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Abdollahi M, Kuber PM, Shiraishi M, Soangra R, Rashedi E. Kinematic Analysis of 360° Turning in Stroke Survivors Using Wearable Motion Sensors. SENSORS 2022; 22:s22010385. [PMID: 35009931 PMCID: PMC8749703 DOI: 10.3390/s22010385] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/02/2021] [Revised: 12/24/2021] [Accepted: 12/25/2021] [Indexed: 02/04/2023]
Abstract
Background: A stroke often bequeaths surviving patients with impaired neuromusculoskeletal systems subjecting them to increased risk of injury (e.g., due to falls) even during activities of daily living. The risk of injuries to such individuals can be related to alterations in their movement. Using inertial sensors to record the digital biomarkers during turning could reveal the relevant turning alterations. Objectives: In this study, movement alterations in stroke survivors (SS) were studied and compared to healthy individuals (HI) in the entire turning task due to its requirement of synergistic application of multiple bodily systems. Methods: The motion of 28 participants (14 SS, 14 HI) during turning was captured using a set of four Inertial Measurement Units, placed on their sternum, sacrum, and both shanks. The motion signals were segmented using the temporal and spatial segmentation of the data from the leading and trailing shanks. Several kinematic parameters, including the range of motion and angular velocity of the four body segments, turning time, the number of cycles involved in the turning task, and portion of the stance phase while turning, were extracted for each participant. Results: The results of temporal processing of the data and comparison between the SS and HI showed that SS had more cycles involved in turning, turn duration, stance phase, range of motion in flexion–extension, and lateral bending for sternum and sacrum (p-value < 0.035). However, HI exhibited larger angular velocity in flexion–extension for all four segments. The results of the spatial processing, in agreement with the prior method, showed no difference between the range of motion in flexion–extension of both shanks (p-value > 0.08). However, it revealed that the angular velocity of the shanks of leading and trailing legs in the direction of turn was more extensive in the HI (p-value < 0.01). Conclusions: The changes in upper/lower body segments of SS could be adequately identified and quantified by IMU sensors. The identified kinematic changes in SS, such as the lower flexion–extension angular velocity of the four body segments and larger lateral bending range of motion in sternum and sacrum compared to HI in turning, could be due to the lack of proper core stability and effect of turning on vestibular system of the participants. This research could facilitate the development of a targeted and efficient rehabilitation program focusing on the affected aspects of turning movement for the stroke community.
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Affiliation(s)
- Masoud Abdollahi
- Department of Industrial and Systems Engineering, Rochester Institute of Technology, Rochester, NY 14623, USA; (M.A.); (P.M.K.)
| | - Pranav Madhav Kuber
- Department of Industrial and Systems Engineering, Rochester Institute of Technology, Rochester, NY 14623, USA; (M.A.); (P.M.K.)
| | - Michael Shiraishi
- Department of Physical Therapy, Crean College of Health and Behavioral Sciences, Chapman University, Orange, CA 92866, USA; (M.S.); (R.S.)
| | - Rahul Soangra
- Department of Physical Therapy, Crean College of Health and Behavioral Sciences, Chapman University, Orange, CA 92866, USA; (M.S.); (R.S.)
- Fowler School of Engineering, Chapman University, Orange, CA 92866, USA
| | - Ehsan Rashedi
- Department of Industrial and Systems Engineering, Rochester Institute of Technology, Rochester, NY 14623, USA; (M.A.); (P.M.K.)
- Correspondence: ; Tel.: +1-585-475-7260
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Ingwersen T, Wolf S, Birke G, Schlemm E, Bartling C, Bender G, Meyer A, Nolte A, Ottes K, Pade O, Peller M, Steinmetz J, Gerloff C, Thomalla G. Long-term recovery of upper limb motor function and self-reported health: results from a multicenter observational study 1 year after discharge from rehabilitation. Neurol Res Pract 2021; 3:66. [PMID: 34955097 PMCID: PMC8711154 DOI: 10.1186/s42466-021-00164-7] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2021] [Accepted: 11/05/2021] [Indexed: 11/13/2022] Open
Abstract
Background Impaired motor functions after stroke are common and negatively affect patients' activities of daily living and quality of life. In particular, hand motor function is essential for daily activities, but often returns slowly and incompletely after stroke. However, few data are available on the long-term dynamics of motor recovery and self-reported health status after stroke. The Interdisciplinary Platform for Rehabilitation Research and Innovative Care of Stroke Patients (IMPROVE) project aims to address this knowledge gap by studying the clinical course of recovery after inpatient rehabilitation. Methods In this prospective observational longitudinal multicenter study, patients were included towards the end of inpatient rehabilitation after ischemic or hemorrhagic stroke. Follow-up examination was performed at three, six, and twelve months after enrollment. Motor function was assessed by the Upper Extremity Fugl-Meyer Assessment (FMA), grip and pinch strength, and the nine-hole peg test. In addition, Patient-Reported Outcomes Measurement Information System 10-Question Short Form (PROMIS-10) was included. Linear mixed effect models were fitted to analyze change over time. To study determinants of hand motor function, patients with impaired hand function at baseline were grouped into improvers and non-improvers according to hand motor function after twelve months. Results A total of 176 patients were included in the analysis. Improvement in all motor function scores and PROMIS-10 was shown up to 1 year after inpatient rehabilitation. FMA scores improved by an estimate of 5.0 (3.7–6.4) points per year. In addition, patient-reported outcome measures increased by 2.5 (1.4–3.6) and 2.4 (1.4–3.4) per year in the physical and mental domain of PROMIS-10. In the subgroup analysis non-improvers showed to be more often female (15% vs. 55%, p = 0.0155) and scored lower in the Montreal Cognitive Assessment (25 [23–27] vs. 22 [20.5–24], p = 0.0252). Conclusions Continuous improvement in motor function and self-reported health status is observed up to 1 year after inpatient stroke rehabilitation. Demographic and clinical parameters associated with these improvements need further investigation. These results may contribute to the further development of the post-inpatient phase of stroke rehabilitation. Trial registration: The trial is registered at ClinicalTrials.gov (NCT04119479).
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Affiliation(s)
- Thies Ingwersen
- Department of Neurology, University Medical Centre Hamburg-Eppendorf, Martinistr. 52, 20246, Hamburg, Germany.
| | - Silke Wolf
- Department of Neurology, University Medical Centre Hamburg-Eppendorf, Martinistr. 52, 20246, Hamburg, Germany
| | - Gunnar Birke
- Department of Neurology, University Medical Centre Hamburg-Eppendorf, Martinistr. 52, 20246, Hamburg, Germany
| | - Eckhard Schlemm
- Department of Neurology, University Medical Centre Hamburg-Eppendorf, Martinistr. 52, 20246, Hamburg, Germany
| | | | - Gabriele Bender
- RehaCentrum Hamburg GmbH, Martinistraße 66, 20246, Hamburg, Germany
| | - Alfons Meyer
- MediClin Klinikum Soltau, Oeninger Weg 59, 29614, Soltau, Germany
| | - Achim Nolte
- VAMED Klinik Geesthacht, Johannes-Ritter-Straße 100, 21502, Geesthacht, Germany
| | - Katharina Ottes
- RehaCentrum Hamburg GmbH, Martinistraße 66, 20246, Hamburg, Germany
| | - Oliver Pade
- Klinikum Bad Bramstedt, Klinik Für Neurologische Rehabilitation, Oskar-Alexander-Straße 26, 24576, Bad Bramstedt, Germany
| | - Martin Peller
- VAMED Rehaklinik Damp, Seute-Deern-Ring 30, 24351, Damp, Germany
| | - Jochen Steinmetz
- Klinikum Bad Bramstedt, Klinik Für Neurologische Rehabilitation, Oskar-Alexander-Straße 26, 24576, Bad Bramstedt, Germany
| | - Christian Gerloff
- Department of Neurology, University Medical Centre Hamburg-Eppendorf, Martinistr. 52, 20246, Hamburg, Germany
| | - Götz Thomalla
- Department of Neurology, University Medical Centre Hamburg-Eppendorf, Martinistr. 52, 20246, Hamburg, Germany
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11
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Angerhöfer C, Colucci A, Vermehren M, Hömberg V, Soekadar SR. Post-stroke Rehabilitation of Severe Upper Limb Paresis in Germany - Toward Long-Term Treatment With Brain-Computer Interfaces. Front Neurol 2021; 12:772199. [PMID: 34867760 PMCID: PMC8637332 DOI: 10.3389/fneur.2021.772199] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2021] [Accepted: 10/29/2021] [Indexed: 12/03/2022] Open
Abstract
Severe upper limb paresis can represent an immense burden for stroke survivors. Given the rising prevalence of stroke, restoration of severe upper limb motor impairment remains a major challenge for rehabilitation medicine because effective treatment strategies are lacking. Commonly applied interventions in Germany, such as mirror therapy and impairment-oriented training, are limited in efficacy, demanding for new strategies to be found. By translating brain signals into control commands of external devices, brain-computer interfaces (BCIs) and brain-machine interfaces (BMIs) represent promising, neurotechnology-based alternatives for stroke patients with highly restricted arm and hand function. In this mini-review, we outline perspectives on how BCI-based therapy can be integrated into the different stages of neurorehabilitation in Germany to meet a long-term treatment approach: We found that it is most appropriate to start therapy with BCI-based neurofeedback immediately after early rehabilitation. BCI-driven functional electrical stimulation (FES) and BMI robotic therapy are well suited for subsequent post hospital curative treatment in the subacute stage. BCI-based hand exoskeleton training can be continued within outpatient occupational therapy to further improve hand function and address motivational issues in chronic stroke patients. Once the rehabilitation potential is exhausted, BCI technology can be used to drive assistive devices to compensate for impaired function. However, there are several challenges yet to overcome before such long-term treatment strategies can be implemented within broad clinical application: 1. developing reliable BCI systems with better usability; 2. conducting more research to improve BCI training paradigms and 3. establishing reliable methods to identify suitable patients.
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Affiliation(s)
- Cornelius Angerhöfer
- Clinical Neurotechnology Lab, Department of Psychiatry and Neurosciences, Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Annalisa Colucci
- Clinical Neurotechnology Lab, Department of Psychiatry and Neurosciences, Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Mareike Vermehren
- Clinical Neurotechnology Lab, Department of Psychiatry and Neurosciences, Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Volker Hömberg
- Department of Neurology, SRH Gesundheitszentrum Bad Wimpfen GmbH, Bad Wimpfen, Germany
| | - Surjo R Soekadar
- Clinical Neurotechnology Lab, Department of Psychiatry and Neurosciences, Charité-Universitätsmedizin Berlin, Berlin, Germany
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12
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Wireless Manipulation Mechanism and Analysis for Actively Assistive Pinch Movements. SENSORS 2021; 21:s21186216. [PMID: 34577427 PMCID: PMC8472932 DOI: 10.3390/s21186216] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/27/2021] [Revised: 09/10/2021] [Accepted: 09/13/2021] [Indexed: 11/26/2022]
Abstract
Pinching motions are important for holding and retaining objects with precision. Therefore, training exercises for the thumb and index finger are extremely important in the field of hand rehabilitation. Considering the need for training convenience, we developed a device and a driving system to assist pinching motions actively via a lightweight, simple, and wireless mechanism driven by the magnetic forces and torques generated by magnets attached to the tip of these two fingers. This device provides accurate pinching motions through the linking structures connecting the two magnets. The fabricated device has minimal mechanical elements with an ultralightweight of 57.2 g. The magnetic field, the intensity of which is based on the time variant, generates a pinching motion between the thumb and index finger, thus rendering it possible to achieve repetitive training. To verify the generation of an active pinching motion, we fabricated a finger model using a 3D printer and a rubber sheet and observed the active motions generated by the newly developed device. We also verified the performance of the proposed mechanism and driving method via various experiments and magnetic simulations. The proposed mechanism represents an important breakthrough for patients requiring hand rehabilitation and wearable assistive motion devices.
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13
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Pixel-Wise Classification in Hippocampus Histological Images. COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE 2021; 2021:6663977. [PMID: 34093725 PMCID: PMC8163535 DOI: 10.1155/2021/6663977] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/10/2020] [Accepted: 05/11/2021] [Indexed: 11/17/2022]
Abstract
This paper presents a method for pixel-wise classification applied for the first time on hippocampus histological images. The goal is achieved by representing pixels in a 14-D vector, composed of grey-level information and moment invariants. Then, several popular machine learning models are used to categorize them, and multiple metrics are computed to evaluate the performance of the different models. The multilayer perceptron, random forest, support vector machine, and radial basis function networks were compared, achieving the multilayer perceptron model the highest result on accuracy metric, AUC, and F 1 score with highly satisfactory results for substituting a manual classification task, due to an expert opinion in the hippocampus histological images.
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14
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Talhada D, Feiteiro J, Costa AR, Talhada T, Cairrão E, Wieloch T, Englund E, Santos CR, Gonçalves I, Ruscher K. Triiodothyronine modulates neuronal plasticity mechanisms to enhance functional outcome after stroke. Acta Neuropathol Commun 2019; 7:216. [PMID: 31864415 PMCID: PMC6925884 DOI: 10.1186/s40478-019-0866-4] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2019] [Accepted: 12/08/2019] [Indexed: 02/07/2023] Open
Abstract
The development of new therapeutic approaches for stroke patients requires a detailed understanding of the mechanisms that enhance recovery of lost neurological functions. The efficacy to enhance homeostatic mechanisms during the first weeks after stroke will influence functional outcome. Thyroid hormones (TH) are essential regulators of neuronal plasticity, however, their role in recovery related mechanisms of neuronal plasticity after stroke remains unknown. This study addresses important findings of 3,5,3′-triiodo-L-thyronine (T3) in the regulation of homeostatic mechanisms that adjust excitability – inhibition ratio in the post-ischemic brain. This is valid during the first 2 weeks after experimental stroke induced by photothrombosis (PT) and in cultured neurons subjected to an in vitro model of acute cerebral ischemia. In the human post-stroke brain, we assessed the expression pattern of TH receptors (TR) protein levels, important for mediating T3 actions. Our results show that T3 modulates several plasticity mechanisms that may operate on different temporal and spatial scales as compensatory mechanisms to assure appropriate synaptic neurotransmission. We have shown in vivo that long-term administration of T3 after PT significantly (1) enhances lost sensorimotor function; (2) increases levels of synaptotagmin 1&2 and levels of the post-synaptic GluR2 subunit in AMPA receptors in the peri-infarct area; (3) increases dendritic spine density in the peri-infarct and contralateral region and (4) decreases tonic GABAergic signaling in the peri-infarct area by a reduced number of parvalbumin+ / c-fos+ neurons and glutamic acid decarboxylase 65/67 levels. In addition, we have shown that T3 modulates in vitro neuron membrane properties with the balance of inward glutamate ligand-gated channels currents and decreases synaptotagmin levels in conditions of deprived oxygen and glucose. Interestingly, we found increased levels of TRβ1 in the infarct core of post-mortem human stroke patients, which mediate T3 actions. Summarizing, our data identify T3 as a potential key therapeutic agent to enhance recovery of lost neurological functions after ischemic stroke.
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15
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Choi MJ, Kim H, Nah HW, Kang DW. Digital Therapeutics: Emerging New Therapy for Neurologic Deficits after Stroke. J Stroke 2019; 21:242-258. [PMID: 31587534 PMCID: PMC6780014 DOI: 10.5853/jos.2019.01963] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2019] [Accepted: 09/16/2019] [Indexed: 01/14/2023] Open
Abstract
Digital therapeutics is an evidence-based intervention using high-quality software, with the sole purpose of treatment. As many healthcare systems are encountering high demands of quality outcomes, the need for digital therapeutics is gradually increasing in the clinical field. We conducted review of the implications of digital therapeutics in the treatment of neurological deficits for stroke patients. The implications of digital therapeutics have been discussed in four domains: cognition, speech and aphasia, motor, and vision. It was evident that different forms of digital therapeutics such as online platforms, virtual reality trainings, and iPad applications have been investigated in many trials to test its feasibility in clinical use. Although digital therapeutics may deliver high-quality solutions to healthcare services, the medicalization of digital therapeutics is accompanied with many limitations. Clinically validated digital therapeutics should be developed to prove its efficacy in stroke rehabilitation.
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Affiliation(s)
- Mi Joo Choi
- School of Medical Sciences, University of Manchester, Manchester, UK
| | - Hana Kim
- Department of Neurology, University of Ulsan College of Medicine, Seoul, Korea
| | | | - Dong-Wha Kang
- Department of Neurology, University of Ulsan College of Medicine, Seoul, Korea.,Nunaps Inc., Seoul, Korea.,Department of Neurology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
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Shimizu N, Hashidate H, Ota T, Yatsunami M. Daytime physical activity at admission is associated with improvement of gait independence 1 month later in people with subacute stroke: a longitudinal study. Top Stroke Rehabil 2019; 27:25-32. [PMID: 31405344 DOI: 10.1080/10749357.2019.1649916] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Abstract
Background: Little is known about the benefits of daytime physical activity on gait ability in subacute stroke.Objectives: We investigated association between daytime physical activity at hospital admission and improvement of gait independence 1 month later in subacute stroke.Methods: Thirty-four participants with subacute stroke who could not walk independently were assessed. An accelerometer (HJA 350-IT, OMRON) was used to record the mean duration of light-intensity physical activity (LIPA) and moderate-to-vigorous-intensity physical activity (MVPA). LIPA and MVPA were recorded for 12 h per day for 7 consecutive days, and at three different time periods (daytime, therapy time, non-therapy time) at rehabilitation hospital admission (baseline). Gait independence was assessed by the functional ambulation category (FAC) at baseline and 1 month later. Participants were categorized into two groups based on the change of gait independence, as follows: the improved group, in which the FAC increased by ≥1; the non-improved group, in which the FAC did not increase.Results: Compared with the non-improved group, the improved group demonstrated significantly higher values of all physical activity variables, except for non-therapy time MVPA (p < .05). Logistic regression analysis showed that higher daytime LIPA was significantly associated with FAC improvement (OR = 1.068, 95% CI 1.009 to 1.140). In particular, higher non-therapy time LIPA was closely associated with FAC improvement (OR = 1.253, 95% CI 1.002 to 1.568).Conclusions: To promote recovery of gait independence in first month from admission, increasing daytime physical activity, especially LIPA during daytime or non-therapy time, is an important treatment target in subacute stroke.
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Affiliation(s)
- Natsuki Shimizu
- Department of rehabilitation and care, Hatsudai Rehabilitation Hospital, Shibuya, Japan
| | - Hiroyuki Hashidate
- Department of Physical Therapy, Kyorin University School of Health Sciences, Mitaka, Japan
| | - Tomohiro Ota
- Department of rehabilitation and care, Hatsudai Rehabilitation Hospital, Shibuya, Japan
| | - Mitsunobu Yatsunami
- Department of Physical Therapy, Kyorin University School of Health Sciences, Mitaka, Japan
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Salchow-Hömmen C, Jankowski N, Valtin M, Schönijahn L, Böttcher S, Dähne F, Schauer T. User-centered practicability analysis of two identification strategies in electrode arrays for FES induced hand motion in early stroke rehabilitation. J Neuroeng Rehabil 2018; 15:123. [PMID: 30594257 PMCID: PMC6310929 DOI: 10.1186/s12984-018-0460-1] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2018] [Accepted: 11/12/2018] [Indexed: 11/29/2022] Open
Abstract
BACKGROUND Surface electrode arrays have become popular in the application of functional electrical stimulation (FES) on the forearm. Arrays consist of multiple, small elements, which can be activated separately or in groups, forming virtual electrodes (VEs). As technology progress yields rising numbers of possible elements, an effective search strategy for suitable VEs in electrode arrays is of increasing importance. Current methods can be time-consuming, lack user integration, and miss an evaluation regarding clinical acceptance and practicability. METHODS Two array identification procedures with different levels of user integration-a semi-automatic and a fully automatic approach-are evaluated. The semi-automatic method allows health professionals to continuously modify VEs via a touchscreen while the stimulation intensities are automatically controlled to maintain sufficient wrist extension. The automatic approach evaluates stimulation responses of various VEs for different intensities using a cost function and joint-angles recordings. Both procedures are compared in a clinical setup with five sub-acute stroke patients with moderate hand disabilities. The task was to find suitable VEs in two arrays with 59 elements in total to generate hand opening and closing for a grasp-and-release task. Practicability and acceptance by patients and health professionals were investigated using questionnaires and interviews. RESULTS Both identification methods yield suitable VEs for hand opening and closing in patients who could tolerate the stimulation. However, the resulting VEs differed for both approaches. The average time for a complete search was 25% faster for the semi-automatic approach (semi-automatic: 7.3min, automatic: 10.5min). User acceptance was high for both methods, while no clear preference could be identified. CONCLUSIONS The semi-automatic approach should be preferred as the search strategy in arrays on the forearm. The observed faster search duration will further reduce when applying the system repeatedly on a patient as only small position adjustments for VEs are required. However, the setup time will significantly increase for generation of various grasp types and adaptation to different arm postures. We recommend different levels of user integration in FES systems such that the search strategy can be chosen based on the users' preferences and application scenario.
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Affiliation(s)
| | - Natalie Jankowski
- Institut für Rehabilitationswissenschaften, Humboldt Universität zu Berlin, Unter den Linden 6, Berlin, 10099 Germany
| | - Markus Valtin
- Control Systems Group, Technische Universität Berlin, Einsteinufer 17, Berlin, 10587 Germany
| | - Laura Schönijahn
- Institut für Rehabilitationswissenschaften, Humboldt Universität zu Berlin, Unter den Linden 6, Berlin, 10099 Germany
| | - Sebastian Böttcher
- Klinik für Neurologie mit Stroke Unit und Frührehabilitation, Unfallkrankenhaus Berlin, Warener Str. 7, Berlin, 12683 Germany
| | - Frank Dähne
- Klinik für Neurologie mit Stroke Unit und Frührehabilitation, Unfallkrankenhaus Berlin, Warener Str. 7, Berlin, 12683 Germany
| | - Thomas Schauer
- Control Systems Group, Technische Universität Berlin, Einsteinufer 17, Berlin, 10587 Germany
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18
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Hempler I, Woitha K, Thielhorn U, Farin E. Post-stroke care after medical rehabilitation in Germany: a systematic literature review of the current provision of stroke patients. BMC Health Serv Res 2018; 18:468. [PMID: 29914476 PMCID: PMC6006784 DOI: 10.1186/s12913-018-3235-2] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2017] [Accepted: 05/25/2018] [Indexed: 12/04/2022] Open
Abstract
Background Although Germany’s acute care for stroke patients already has a good reputation, continuous follow-up care is still not widely available, a problem originating in the strict separation of inpatient and outpatient care. This gap in the German health care system does not just lead to patients’ potential readmission to inpatient care and compromise the sustainability of what they have accomplished during medical rehabilitation; it also places a burden on caregivers. Methods To illustrate the current procedures on follow-up care of stroke patients in Germany, a systematic literature search was conducted to gather all available evidence. Research articles in the English or German language were searched between 2007 and 2017. Different study designs ranging from non-experimental descriptive studies, expert reports and opinions were included and categorised by two independent researchers. Relevant data was electronically searched through international and national databases and incorporated in a summary grid to investigate research outcomes and realise a narrative synthesis. Results A literature search was conducted to identify all relevant information on how current follow-up care is carried out and evaluated in Germany. We identified no systematic reviews on this topic, but included a total of 18 publications of various original studies, reviews and expert opinions. Included study populations also differed in either: experts, caregivers or stroke patients, including their viewpoints on the outpatient care situation of stroke patients; to capture their need for assistance or to investigate caregivers need and use for assistance. So far there is no standardised follow-up care in Germany, but this review reveals that multidisciplinary cooperation within occupational groups in outpatient rehabilitation is a key item that can influence and improve the follow-up care of stroke patients. Conclusion This review was conducted to provide a broadly based overview of the current follow-up care of stroke patients in Germany. Both the new implementation of a standardised, discharge service that supports early support, to be initiated this year and numerous approaches are promising steps into the right direction to close the follow-up gap in German health care provision. Electronic supplementary material The online version of this article (10.1186/s12913-018-3235-2) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Isabelle Hempler
- Section of Health Care Research and Rehabilitation Research, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany.
| | - Kathrin Woitha
- Section of Health Care Research and Rehabilitation Research, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Ulrike Thielhorn
- Catholic University of Applied Sciences Freiburg, Freiburg, Germany
| | - Erik Farin
- Section of Health Care Research and Rehabilitation Research, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
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19
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Cramer SC. Treatments to Promote Neural Repair after Stroke. J Stroke 2018; 20:57-70. [PMID: 29402069 PMCID: PMC5836581 DOI: 10.5853/jos.2017.02796] [Citation(s) in RCA: 65] [Impact Index Per Article: 10.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2017] [Revised: 01/16/2018] [Accepted: 01/18/2018] [Indexed: 12/12/2022] Open
Abstract
Stroke remains a major cause of human disability worldwide. In parallel with advances in acute stroke interventions, new therapies are under development that target restorative processes. Such therapies have a treatment time window measured in days, weeks, or longer and so have the advantage that they may be accessible by a majority of patients. Several categories of restorative therapy have been studied and are reviewed herein, including drugs, growth factors, monoclonal antibodies, activity-related therapies including telerehabilitation, and a host of devices such as those related to brain stimulation or robotics. Many patients with stroke do not receive acute stroke therapies or receive them and do not derive benefit, often surviving for years thereafter. Therapies based on neural repair hold the promise of providing additional treatment options to a majority of patients with stroke.
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Affiliation(s)
- Steven C. Cramer
- Departments of Neurology, Anatomy & Neurobiology and Physical Medicine & Rehabilitation, University of California, Irvine, CA, USA
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20
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Mirek E, Opoka K, Kozioł K, Filip M, Pasiut S, Szymura J, Legwant A, Wasielewska A, Michalski M, Tomaszewski T. Analysis of the effects of the upper limb improvement programme in patients after ischemic stroke treated with botulinum toxin. REHABILITACJA MEDYCZNA 2017. [DOI: 10.5604/01.3001.0010.5008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Introduction: Stroke is not only a medical problem, but also - due to the permanent disability of the injured person - a significant social problem. A significant number of patients after a neurological event develop increased muscle tone. Upper motoneuron damage syndrome promotes pain, stiffness, muscle contracture and weakness, which can potentially delay or prevent success in the rehabilitation process. In the upper limb, the spastic pattern is most often expressed through adduction and internal rotation of the glenohumeral joint, combined with flexion in the elbow, radiocarpal joint and interphalangeal joints. The specificity of spasticity-type increased tension makes rehabilitation of patients suffering from this disorder one of the most difficult tasks of neurological rehabilitation.
Aim: The aim of the study was to assess muscle tone and range of motion of the inferior limb in patients after ischemic stroke subjected to 4 cycles of intramuscular injections of a botulinum toxin preparation and subjected to motor rehabilitation.
Research Project: Pilot experimental study.
Methodology: The study was carried out in the Neurological Unit with Stroke Sub-unit and Sub-Department of Neurological Rehabilitation at John Paul II Specialist Hospital in Krakow in the period from September 2014 to November 2015. The study group consisted of 20 patients after ischemic stroke (13 men, 7 women), age 30 to 72. All patients completed a 4-cycle study, which included injections of the botulinum toxin preparation, combined with a 15-day cycle of individual rehabilitation exercises. Each training session lasted 90 minutes. In order to verify the therapeutic process, active and passive mobility was measured according to the SFTR method and the assessment of muscle tone level was done using the Modified Ashworth Scale.
Results: The taken therapeutic actions caused a positive increase in mobility, mostly passive, in the glenohumeral-scapular, elbow and forearm as well as the radiocarpal joints. There was also a slight increase in active mobility of the upper limb joints. In the course of obtaining results, it was shown that the use of botulinum toxin, combined with the rehabilitation exercise programme, significantly reduced pathological muscle tone both within the elbow, radiocarpal joint, and the interphalangeal joints of the hands.
Conclusions: The presented results showed that the use of the botulinum toxin combined with medical rehabilitation allows local treatment of spasticity without exposing patients to adverse systemic reactions associated with oral medication. In addition, it has a positive effect on the increase in passive and - to a lesser extent - active range of motion in the joints of the inferior limb.
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Affiliation(s)
- Elżbieta Mirek
- Zakład Rehabilitacji w Neurologii i Psychiatrii AWF Kraków / Department of Clinical Rehabilitation, Section of Rehabilitation in Neurology and Psychiatry, University of Physical Education in Krakow, Poland
| | - Kinga Opoka
- Studia doktoranckie AWF Kraków / Doctoral studies (Ph.D). at the Department of Physical Education, University of Physical Education in Krakow, Poland
| | - Krzysztof Kozioł
- Studia doktoranckie AWF Kraków / Doctoral studies (Ph.D). at the Department of Physical Education, University of Physical Education in Krakow, Poland
| | - Magdalena Filip
- Zakład Rehabilitacji w Neurologii i Psychiatrii AWF Kraków / Department of Clinical Rehabilitation, Section of Rehabilitation in Neurology and Psychiatry, University of Physical Education in Krakow, Poland
| | - Szymon Pasiut
- Zakład Rehabilitacji w Neurologii i Psychiatrii AWF Kraków / Department of Clinical Rehabilitation, Section of Rehabilitation in Neurology and Psychiatry, University of Physical Education in Krakow, Poland
| | - Jagoda Szymura
- Zakład Rehabilitacji w Neurologii i Psychiatrii AWF Kraków / Department of Clinical Rehabilitation, Section of Rehabilitation in Neurology and Psychiatry, University of Physical Education in Krakow, Poland
| | - Agnieszka Legwant
- Studia doktoranckie AWF Kraków / Doctoral studies (Ph.D). at the Department of Physical Education, University of Physical Education in Krakow, Poland
| | - Anna Wasielewska
- Krakowski Szpital im. Jana Pawła II, Oddział Neurologii z Pododdziałem Udarowym i Pododdziałem Rehabilitacji Neurologicznej / Department of Neurology with Stroke Unit and Neurological Rehabilitation Unit, Krakow, Poland
| | - Michał Michalski
- Krakowski Szpital im. Jana Pawła II, Oddział Neurologii z Pododdziałem Udarowym i Pododdziałem Rehabilitacji Neurologicznej / Department of Neurology with Stroke Unit and Neurological Rehabilitation Unit, Krakow, Poland
| | - Tomasz Tomaszewski
- Krakowski Szpital im. Jana Pawła II, Oddział Neurologii z Pododdziałem Udarowym i Pododdziałem Rehabilitacji Neurologicznej / Department of Neurology with Stroke Unit and Neurological Rehabilitation Unit, Krakow, Poland
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21
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Pan X, Jiang T, Zhang L, Zheng H, Luo J, Hu X. Physical Exercise Promotes Novel Object Recognition Memory in Spontaneously Hypertensive Rats after Ischemic Stroke by Promoting Neural Plasticity in the Entorhinal Cortex. Front Behav Neurosci 2017; 11:185. [PMID: 29167635 PMCID: PMC5682296 DOI: 10.3389/fnbeh.2017.00185] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2017] [Accepted: 09/19/2017] [Indexed: 01/22/2023] Open
Abstract
Cerebral ischemia leads to memory impairment, and several studies have indicated that physical exercise (PE) has memory-improving effects after ischemia. This study was designed to further explore the specific role of PE in novel object recognition (NOR) memory after stroke and the exact cortical regions in which memory is restored by PE. Spontaneously hypertensive rats (SHR) were subjected to transient middle cerebral artery occlusion (tMCAO) or sham surgery, followed by 26 days of PE starting on day 3 post-tMCAO. Thereafter, infarct volume, neurobehavioral outcome and NOR memory were assessed. Immunofluorescence staining and Luxol Fast Blue (LFB) staining were performed in the prefrontal cortex, entorhinal cortex and corpus callosum regions. Western blot analysis was performed to detect expressions of Nestin, Bcl-2 and SYN proteins in the entorhinal cortex. After tMCAO, NOR memory impairment was found in SHR. Rats subjected to PE post-tMCAO showed increased discrimination ratio, as well as significant decreases in infarct volumes and modified neurological severity scores (mNSS), when compared with tMCAO rats without PE. After stroke, NeuN-positive cell number was drastically reduced in the entorhinal cortex, rather than in the prefrontal cortex. Ischemic stroke had no impact on myelin and phospholipids, and the ratio of SMI-32/MBP in the corpus callosum. PE increased NeuN, Nestin, Ki67, MBP, SYN, PSD-95 and Bcl-2 expressions in the entorhinal cortex, while TUNEL and SMI-32 expressions were decreased. In conclusion, the NOR memory-improving capacity promoted by PE was closely related to neuronal cell proliferation and synaptic plasticity of the entorhinal cortex.
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Affiliation(s)
- Xiaona Pan
- Department of Rehabilitation Medicine, Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Ting Jiang
- Department of Rehabilitation Medicine, Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Liying Zhang
- Department of Rehabilitation Medicine, Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Haiqing Zheng
- Department of Rehabilitation Medicine, Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Jing Luo
- Department of Rehabilitation Medicine, Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Xiquan Hu
- Department of Rehabilitation Medicine, Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
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22
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[Costs associated with multiresistant bacteria in neurorehabilitation]. Bundesgesundheitsblatt Gesundheitsforschung Gesundheitsschutz 2017; 60:1075-1082. [PMID: 28812106 DOI: 10.1007/s00103-017-2606-x] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
BACKGROUND AND OBJECTIVES The number of patients with multiresistant bacteria (MRB) in rehabilitation facilities is increasing. The increasing costs of hygienic isolation measures reduce resources available for core rehabilitation services. In addition to the existing lack of care, patients with MRB are at further risk of being given lower priority for admission to rehabilitation facilities. Therefore, the Hygiene Commission of the German Society for Neurorehabilitation (DGNR) attempted to quantify the overall risk for deterioration of rehabilitation care due to the financial burden of MRB. MATERIALS AND METHODS To analyze the added costs associated with the rehabilitation of patients with MBR, the DGNR Hygiene Commission identified criteria for a cost assessment. Direct (consumables, personnel and miscellaneous costs) and indirect costs of loss of opportunity were evaluated in seven neurorehabilitation centers in different states across Germany. RESULTS On average, hygienic isolation measures amounted to direct costs of 144 € per day (47 € consumables, 92 € personnel, 5 € for other costs such as extra transportation expenditure) and indirect costs of 274 €, totaling 418 € per patient with MRB per day. Given that approximately 10% of patients had MRB, the added costs of hygienic isolation measures equaled about one tenth of the overall budget of a rehabilitation center and can be expected to rise with the increasing numbers of patients with MRB. CONCLUSIONS Admission of patients carrying MRB to neurorehabilitation centers triggers added costs that critically diminish the overall capacity for centers to provide their core rehabilitation services.
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Smithard DG. Stroke in Frail Older People. Geriatrics (Basel) 2017; 2:E24. [PMID: 31011034 PMCID: PMC6371123 DOI: 10.3390/geriatrics2030024] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2017] [Revised: 06/20/2017] [Accepted: 06/22/2017] [Indexed: 02/01/2023] Open
Abstract
The population is ageing, with the greatest proportional increase in those >80 years of age. Many of these people will be frail and at risk of stroke. Research has shown that the very old have much to benefit from hyperacute stroke intervention, but at the same time they suffer increased mortality. Their outcome following stroke and intervention is more often predicted by the presence of frailty rather than age alone. Intervention both in primary prevention and hyperacute stroke management needs to allow for preexisting morbidity and frailty in deciding what is and what is not appropriate, rather than an arbitrary decision on age. Frail older people are more likely to develop delirium and dysphagia combined with poor mouthcare and die, yet all of these issues are managed badly. An increased awareness of these complications of stroke in the frail older person is necessary.
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Affiliation(s)
- David G Smithard
- Department of Electronic and Digital Arts, University of Kent, Canterbury CT2 7NZ, UK.
- Clinical Gerontology, King's College Hospital, London SE5 9RS, UK.
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Abstract
Stroke is a major cause of death and other complications worldwide. In Saudi Arabia, stroke has become an emerging health issue leading to disability and death. However, stroke care including rehabilitation services, in Saudi Arabia lags behind developed countries. Stroke rehabilitation is an essential recovery option after stroke and should start as early as possible to avoid potential complications. The growing evidence on stroke rehabilitation effectiveness in different health care settings and outcome measures used widely are reviewed in this call to action paper.
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Affiliation(s)
- Saad M Bindawas
- Department of Rehabilitation, College of Applied Medical Sciences, King Saud University, PO Box 10219, Riyadh, Saudi Arabia. E-mail:
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Siqueira-Batista R, Souza CR, Maia PM, Siqueira SL. ROBOTIC SURGERY: BIOETHICAL ASPECTS. ABCD-ARQUIVOS BRASILEIROS DE CIRURGIA DIGESTIVA 2017; 29:287-290. [PMID: 28076489 PMCID: PMC5225874 DOI: 10.1590/0102-6720201600040018] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 06/16/2016] [Accepted: 09/13/2016] [Indexed: 11/22/2022]
Abstract
Introduction The use of robots in surgery has been increasingly common today, allowing the emergence of numerous bioethical issues in this area. Objective To present review of the ethical aspects of robot use in surgery. Method Search in Pubmed, SciELO and Lilacs crossing the headings "bioethics", "surgery", "ethics", "laparoscopy" and "robotic". Results Of the citations obtained, were selected 17 articles, which were used for the preparation of the article. It contains brief presentation on robotics, its inclusion in health and bioethical aspects, and the use of robots in surgery. Conclusion Robotic surgery is a reality today in many hospitals, which makes essential bioethical reflection on the relationship between health professionals, automata and patients.
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Affiliation(s)
- Rodrigo Siqueira-Batista
- Postgraduate Program in Bioethics, Applied Ethics and Public Health, Federal University of Rio de Janeiro, Rio de Janeiro, RJ; Brazil.,Department of Medicine and Nursing, Federal University of Viçosa, Viçosa, MG; Brazil.,Nucleus of Medical Sciences Studies, Dynamics Faculty of Piranga Valley, Ponte Nova, MG, Brazil
| | - Camila Ribeiro Souza
- Department of Medicine and Nursing, Federal University of Viçosa, Viçosa, MG; Brazil
| | - Polyana Mendes Maia
- Department of Medicine and Nursing, Federal University of Viçosa, Viçosa, MG; Brazil
| | - Sávio Lana Siqueira
- Nucleus of Medical Sciences Studies, Dynamics Faculty of Piranga Valley, Ponte Nova, MG, Brazil
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Huo K, Hashim SI, Yong KLY, Su H, Qu QM. Impact and risk factors of post-stroke bone fracture. World J Exp Med 2016; 6:1-8. [PMID: 26929915 PMCID: PMC4759351 DOI: 10.5493/wjem.v6.i1.1] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/23/2015] [Revised: 11/27/2015] [Accepted: 01/22/2016] [Indexed: 02/06/2023] Open
Abstract
Bone fracture occurs in stroke patients at different times during the recovery phase, prolonging recovery time and increasing medical costs. In this review, we discuss the potential risk factors for post-stroke bone fracture and preventive methods. Most post-stroke bone fractures occur in the lower extremities, indicating fragile bones are a risk factor. Motor changes, including posture, mobility, and balance post-stroke contribute to bone loss and thus increase risk of bone fracture. Bone mineral density is a useful indicator for bone resorption, useful to identify patients at risk of post-stroke bone fracture. Calcium supplementation was previously regarded as a useful treatment during physical rehabilitation. However, recent data suggests calcium supplementation has a negative impact on atherosclerotic conditions. Vitamin D intake may prevent osteoporosis and fractures in patients with stroke. Although drugs such as teriparatide show some benefits in preventing osteoporosis, additional clinical trials are needed to determine the most effective conditions for post-stroke applications.
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Ferrarello F, Deluca G, Pizzi A, Baldini C, Iori F, Marchionni N, Di Bari M. Passive standing as an adjunct rehabilitation intervention after stroke: a randomized controlled trial. Arch Physiother 2015; 5:2. [PMID: 29340171 PMCID: PMC5721723 DOI: 10.1186/s40945-015-0002-0] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2015] [Accepted: 04/09/2015] [Indexed: 11/21/2022] Open
Abstract
Background Early physical rehabilitation enhances functional recovery in stroke survivors. Supported standing is a common adjunctive therapeutic practice in subjects with several central nervous diseases who are unable to stand actively. Data on the effect of supported positioning on standing frames in individuals with recent stroke are scarce and contradictory. Objectives To verify if the addition of supported standing practice (SSP), delivered by means of a standing frame in two durations, to conventional physical therapy (CPT), may improve motor function, autonomy, and mobility in individuals with disability due to recent stroke. Methods After baseline assessment, 75 participants with severe disability due to stroke, all receiving CPT, were randomly assigned to adjunctive 20 or 40 min of SSP, or CPT only (control). Motor function, autonomy, and mobility were assessed before and after training, and three months later. Results All participants assessed received the planned dose of intervention. No adverse events of SSP were detected. Most outcome measures improved from baseline through the end of treatment and in the follow-up in all groups; the extent of change was comparable across the three randomization groups. Conclusions In this randomized trial, SSP was unable to provide any sizeable adjunctive benefit, above and beyond CPT, in subjects with recent stroke.
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Affiliation(s)
- Francesco Ferrarello
- Functional Rehabilitation Unit, Azienda USL 4, Via Cavour 118/120, 59100 Prato, Italy
| | | | - Assunta Pizzi
- Fondazione Don Carlo Gnocchi ONLUS-IRCCS, Florence, Italy
| | - Carlo Baldini
- Fondazione Don Carlo Gnocchi ONLUS-IRCCS, Florence, Italy
| | - Francesca Iori
- Fondazione Don Carlo Gnocchi ONLUS-IRCCS, Florence, Italy
| | - Niccolò Marchionni
- Research Unit of Medicine of Aging, Department of Experimental and Clinical Medicine, University of Florence, and Azienda Ospedaliero-Universitaria Careggi, Florence, Italy
| | - Mauro Di Bari
- Research Unit of Medicine of Aging, Department of Experimental and Clinical Medicine, University of Florence, and Azienda Ospedaliero-Universitaria Careggi, Florence, Italy
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Zheng HQ, Zhang LY, Luo J, Li LL, Li M, Zhang Q, Hu XQ. Physical exercise promotes recovery of neurological function after ischemic stroke in rats. Int J Mol Sci 2014; 15:10974-88. [PMID: 24945308 PMCID: PMC4100192 DOI: 10.3390/ijms150610974] [Citation(s) in RCA: 36] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2014] [Revised: 06/12/2014] [Accepted: 06/13/2014] [Indexed: 01/05/2023] Open
Abstract
Although physical exercise is an effective strategy for treatment of ischemic stroke, the underlying protective mechanisms are still not well understood. It has been recently demonstrated that neural progenitor cells play a vital role in the recovery of neurological function (NF) through differentiation into mature neurons. In the current study, we observed that physical exercise significantly reduced the infarct size and improved damaged neural functional recovery after an ischemic stroke. Furthermore, we found that the treatment not only exhibited a significant increase in the number of neural progenitor cells and neurons but also decreased the apoptotic cells in the peri-infarct region, compared to a control in the absence of exercise. Importantly, the insulin-like growth factor-1 (IGF-1)/Akt signaling pathway was dramatically activated in the peri-infarct region of rats after physical exercise training. Therefore, our findings suggest that physical exercise directly influences the NF recovery process by increasing neural progenitor cell count via activation of the IGF-1/Akt signaling pathway.
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Affiliation(s)
- Hai-Qing Zheng
- Department of Rehabilitation Medicine Science, the Third Affiliated Hospital of Sun Yat-sen University, Guangzhou 510630, China.
| | - Li-Ying Zhang
- Department of Rehabilitation Medicine Science, the Third Affiliated Hospital of Sun Yat-sen University, Guangzhou 510630, China.
| | - Jing Luo
- Department of Rehabilitation Medicine Science, the Third Affiliated Hospital of Sun Yat-sen University, Guangzhou 510630, China.
| | - Li-Li Li
- Department of Rehabilitation Medicine Science, the Third Affiliated Hospital of Sun Yat-sen University, Guangzhou 510630, China.
| | - Menglin Li
- Department of Rehabilitation Medicine Science, the Third Affiliated Hospital of Sun Yat-sen University, Guangzhou 510630, China.
| | - Qingjie Zhang
- Department of Rehabilitation Medicine Science, the Third Affiliated Hospital of Sun Yat-sen University, Guangzhou 510630, China.
| | - Xi-Quan Hu
- Department of Rehabilitation Medicine Science, the Third Affiliated Hospital of Sun Yat-sen University, Guangzhou 510630, China.
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Zhang P, Zhang Y, Zhang J, Wu Y, Jia J, Wu J, Hu Y. Early Exercise Protects against Cerebral Ischemic Injury through Inhibiting Neuron Apoptosis in Cortex in Rats. Int J Mol Sci 2013; 14:6074-89. [PMID: 23502470 PMCID: PMC3634421 DOI: 10.3390/ijms14036074] [Citation(s) in RCA: 46] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2013] [Revised: 02/03/2013] [Accepted: 02/28/2013] [Indexed: 12/31/2022] Open
Abstract
Early exercise is an effective strategy for stroke treatment, but the underlying mechanism remains poorly understood. Apoptosis plays a critical role after stroke. However, it is unclear whether early exercise inhibits apoptosis after stroke. The present study investigated the effect of early exercise on apoptosis induced by ischemia. Adult SD rats were subjected to transient focal cerebral ischemia by middle cerebral artery occlusion model (MCAO) and were randomly divided into early exercise group, non-exercise group and sham group. Early exercise group received forced treadmill training initiated at 24 h after operation. Fourteen days later, the cell apoptosis were detected by TdT-mediated dUTP-biotin nick-end labeling (TUNEL) and Fluoro-Jade-B staining (F-J-B). Caspase-3, cleaved caspase-3 and Bcl-2 were determined by western blotting. Cerebral infarct volume and motor function were evaluated by cresyl violet staining and foot fault test respectively. The results showed that early exercise decreased the number of apoptotic cells (118.74 ± 6.15 vs. 169.65 ± 8.47, p < 0.05, n = 5), inhibited the expression of caspase-3 and cleaved caspase-3 (p < 0.05, n = 5), and increased the expression of Bcl-2 (p < 0.05, n = 5). These data were consistent with reduced infarct volume and improved motor function. These results suggested that early exercise could provide neuroprotection through inhibiting neuron apoptosis.
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Affiliation(s)
- Pengyue Zhang
- Medical Faculty, Kunming University of Science and Technology, Kunming 650500, China; E-Mail: (J.Z.)
- Department of Rehabilitation, Huashan Hospital, Fudan University, Shanghai 200040, China; E-Mails: (Y.Z.); (Y.W.); (J.J.); (J.W.)
| | - Yuling Zhang
- Department of Rehabilitation, Huashan Hospital, Fudan University, Shanghai 200040, China; E-Mails: (Y.Z.); (Y.W.); (J.J.); (J.W.)
| | - Jie Zhang
- Medical Faculty, Kunming University of Science and Technology, Kunming 650500, China; E-Mail: (J.Z.)
- Yunnan Provincial Key Laboratory for Birth Defects and Genetic Diseases, Genetic Diagnosis Center, the First People’s Hospital of Yunnan Province, Kunming 650032, China
| | - Yi Wu
- Department of Rehabilitation, Huashan Hospital, Fudan University, Shanghai 200040, China; E-Mails: (Y.Z.); (Y.W.); (J.J.); (J.W.)
- The Yonghe Branch of Huashan Hospital, Fudan University, Shanghai 200436, China
| | - Jie Jia
- Department of Rehabilitation, Huashan Hospital, Fudan University, Shanghai 200040, China; E-Mails: (Y.Z.); (Y.W.); (J.J.); (J.W.)
| | - Junfa Wu
- Department of Rehabilitation, Huashan Hospital, Fudan University, Shanghai 200040, China; E-Mails: (Y.Z.); (Y.W.); (J.J.); (J.W.)
| | - Yongshan Hu
- Department of Rehabilitation, Huashan Hospital, Fudan University, Shanghai 200040, China; E-Mails: (Y.Z.); (Y.W.); (J.J.); (J.W.)
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Unrath M, Kalic M, Berger K. Who receives rehabilitation after stroke?: Data from the quality assurance project "Stroke Register Northwest Germany". DEUTSCHES ARZTEBLATT INTERNATIONAL 2013; 110:101-7. [PMID: 23468819 DOI: 10.3238/arztebl.2013.0101] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/08/2012] [Accepted: 11/15/2012] [Indexed: 11/27/2022]
Abstract
BACKGROUND Neurological rehabilitation after stroke lowers rates of death, dependency, and institutionalization. Little research has yet addressed the factors affecting the selection of ischemic stroke patients for rehabilitative treatment. METHOD The database for this study consisted of all cases of ischemic stroke (ICD-10 code I63) that occurred in 2010 and 2011 in the neurological inpatient care facilities participating in the "Stroke Register Northwest Germany" quality assurance project. A primary target group for rehabilitation was defined a priori (Barthel Index at discharge ≤ 65, no premorbid nursing dependency, no transfer to another acute-care hospital after initial treatment of stroke). Among these patients, factors potentially affecting the provision of rehabilitative treatment were studied with binary logistic regression and multilevel logistic regression. RESULTS There were 96 955 cases of ischemic stroke in the 127 participating hospitals. 40.8% and 11.4% of these patients underwent neurological and geriatric rehabilitation, respectively. The primary target group for rehabilitation contained 14 486 patients, 14.9% of whom underwent no rehabilitation after their acute treatment. The chances of undergoing subsequent rehabilitation were higher for patients with paresis and dysarthria on admission. Female sex, older age, impaired consciousness at admission, prior history of stroke, and lack of counseling by the hospital social services were all associated with a lower probability of undergoing rehabilitation. CONCLUSION In this study, 54.4% of all ischemic stroke patients and 85.1% of all patients in a primary target group for rehabilitation that was defined a priori underwent rehabilitation after acute care for stroke. Older patients and those who had had a previous stroke were less likely to undergo rehabilitation. Counseling by hospital social services increased the probability of rehabilitation. The potential exclusion of stroke patients from rehabilitation because of old age should be critically examined in every relevant case.
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Affiliation(s)
- Michael Unrath
- Institute of Epidemiology and Social Medicine, University of Münster, Germany.
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Berger K. Local versus specialized treatment: the difficulty in interpreting regional variations in treatment. DEUTSCHES ARZTEBLATT INTERNATIONAL 2011; 108:583-584. [PMID: 21966315 PMCID: PMC3183300 DOI: 10.3238/arztebl.2011.0583] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/31/2023]
Affiliation(s)
- Klaus Berger
- Institut für Epidemiologie und Sozialmedizin Universität Münster
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