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Daghsen L, Checkouri T, Wittwer A, Valabregue R, Galanaud D, Lejeune FX, Doulazmi M, Lamy JC, Pouget P, Roze E, Rosso C. The relationship between corticospinal excitability and structural integrity in stroke patients. J Neurol Neurosurg Psychiatry 2024; 96:85-94. [PMID: 39242199 DOI: 10.1136/jnnp-2023-331996] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/09/2023] [Accepted: 06/06/2024] [Indexed: 09/09/2024]
Abstract
BACKGROUND Evaluation of the structural integrity and functional excitability of the corticospinal tract (CST) is likely to be important in predicting motor recovery after stroke. Previous reports are inconsistent regarding a possible link between CST structure and CST function in this setting. This study aims to investigate the structure‒function relationship of the CST at the acute phase of stroke (<7 days). METHODS We enrolled 70 patients who had an acute ischaemic stroke with unilateral upper extremity (UE) weakness. They underwent a multimodal assessment including clinical severity (UE Fugl Meyer at day 7 and 3 months), MRI to evaluate the CST lesion load and transcranial magnetic stimulation to measure the maximum amplitude of motor evoked potential (MEP). RESULTS A cross-sectional lesion load above 87% predicted the absence of MEPs with an accuracy of 80.4%. In MEP-positive patients, the CST structure/function relationship was bimodal with a switch from a linear relationship (rho=-0.600, 95% CI -0.873; -0.039, p<0.03) for small MEP amplitudes (<0.703 mV) to a non-linear relationship for higher MEP amplitudes (p=0.72). In MEP-positive patients, recovery correlated with initial severity. In patients with a positive MEP <0.703 mV but not in patients with an MEP ≥0.703 mV, MEP amplitude was an additional independent predictor of recovery. In MEP-negative patients, we failed to identify any factor predicting recovery. CONCLUSION This large multimodal study on the structure/function of the CST and stroke recovery proposes a paradigm change for the MEP-positive patients phenotypes and refines the nature of the link between structural integrity and neurophysiological function, with implications for study design and prognostic information.
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Affiliation(s)
- Lina Daghsen
- Institut du Cerveau, ICM, Inserm U1127, CNRS UMR 7225, Sorbonne Université, Paris 75013, France
- STARE team, iCRIN, Institut du Cerveau ICM, Paris, France
| | - Thomas Checkouri
- Institut du Cerveau, ICM, Inserm U1127, CNRS UMR 7225, Sorbonne Université, Paris 75013, France
- STARE team, iCRIN, Institut du Cerveau ICM, Paris, France
| | - Aymric Wittwer
- STARE team, iCRIN, Institut du Cerveau ICM, Paris, France
- AP-HP, Urgences Cérébro-Vasculaires, DMU Neurosciences, Hôpital Pitié-Salpêtrière, Paris, France
| | - Romain Valabregue
- Institut du Cerveau, ICM, Inserm U1127, CNRS UMR 7225, Sorbonne Université, Paris 75013, France
- CENIR, Institut du Cerveau ICM, Paris, France
| | - Damien Galanaud
- Institut du Cerveau, ICM, Inserm U1127, CNRS UMR 7225, Sorbonne Université, Paris 75013, France
- CENIR, Institut du Cerveau ICM, Paris, France
- AP-HP, Service de Neuroradiologie, Hôpital Pitié-Salpêtrière, Paris, France
| | - François-Xavier Lejeune
- Institut du Cerveau, ICM, Inserm U1127, CNRS UMR 7225, Sorbonne Université, Paris 75013, France
- Data Analysis Core, Institut du Cerveau ICM, Paris, France
| | - Mohammed Doulazmi
- Sorbonne Université, CNRS, INSERM, Institut de Biologie Paris-Seine (IBPS), Adaptation Biologique et Vieillissement, Paris, France
| | - Jean-Charles Lamy
- Institut du Cerveau, ICM, Inserm U1127, CNRS UMR 7225, Sorbonne Université, Paris 75013, France
- CENIR, Institut du Cerveau ICM, Paris, France
| | - Pierre Pouget
- Institut du Cerveau, ICM, Inserm U1127, CNRS UMR 7225, Sorbonne Université, Paris 75013, France
| | - Emmanuel Roze
- Institut du Cerveau, ICM, Inserm U1127, CNRS UMR 7225, Sorbonne Université, Paris 75013, France
- AP-HP, Département des Maladies du Système Nerveux, Hôpital Pitié-Salpêtrière, Paris, France
| | - Charlotte Rosso
- Institut du Cerveau, ICM, Inserm U1127, CNRS UMR 7225, Sorbonne Université, Paris 75013, France
- STARE team, iCRIN, Institut du Cerveau ICM, Paris, France
- AP-HP, Urgences Cérébro-Vasculaires, DMU Neurosciences, Hôpital Pitié-Salpêtrière, Paris, France
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2
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Chen S, Zhang X, Chen X, Zhou Z, Cong W, Chong K, Xu Q, Wu J, Li Z, Lin W, Shan C. The assessment of interhemispheric imbalance using functional near-infrared spectroscopic and transcranial magnetic stimulation for predicting motor outcome after stroke. Front Neurosci 2023; 17:1231693. [PMID: 37655011 PMCID: PMC10466792 DOI: 10.3389/fnins.2023.1231693] [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: 05/30/2023] [Accepted: 08/02/2023] [Indexed: 09/02/2023] Open
Abstract
Objective To investigate changes in interhemispheric imbalance of cortical excitability during motor recovery after stroke and to clarify the relationship between motor function recovery and alterations in interhemispheric imbalance, with the aim to establish more effective neuromodulation strategies. Methods Thirty-one patients underwent assessments of resting motor threshold (RMT) using transcranial magnetic stimulation (TMS); the cortical activity of the primary motor cortex (M1), premotor cortex (PMC), and supplementary motor area (SMA) using functional near-infrared spectroscopy (fNIRS); as well as motor function using upper extremity Fugl-Meyer (FMA-UE). The laterality index (LI) of RMT and fNIRS were also calculated. All indicators were measured at baseline(T1) and 1 month later(T2). Correlations between motor function outcome and TMS and fNIRS metrics at baseline were analyzed using bivariate correlation. Results All the motor function (FMA-UE1, FMA-UE2, FMA-d2) and LI-RMT (LI-RMT1 and LI-RMT2) had a moderate negative correlation. The higher the corticospinal excitability of the affected hemisphere, the better the motor outcome of the upper extremity, especially in the distal upper extremity (r = -0.366, p = 0.043; r = -0.393, p = 0.029). The greater the activation of the SMA of the unaffected hemisphere, the better the motor outcome, especially in the distal upper extremity (r = -0.356, p = 0.049; r = -0.367, p = 0.042). There was a significant moderate positive correlation observed between LI-RMT2 and LI-SMA1 (r = 0.422, p = 0.018). The improvement in motor function was most significant when both LI-RMT1 and LI-SMA1 were lower. Besides, in patients dominated by unaffected hemisphere corticospinal excitability during motor recovery, LI-(M1 + SMA + PMC)2 exhibited a significant moderate positive association with the proximal upper extremity function 1 month later (r = 0.642, p = 0.007). Conclusion The combination of both TMS and fNIRS can infer the prognosis of motor function to some extent. Which can infer the role of both hemispheres in recovery and may contribute to the development of effective individualized neuromodulation strategies.
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Affiliation(s)
- Songmei Chen
- Department of Rehabilitation Medicine, Shanghai No.3 Rehabilitation Hospital, Shanghai, China
- School of Rehabilitation Science, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Xiaolin Zhang
- Department of Rehabilitation Medicine, Shanghai No.3 Rehabilitation Hospital, Shanghai, China
| | - Xixi Chen
- School of Rehabilitation Science, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Zhiqing Zhou
- School of Rehabilitation Science, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Weiqin Cong
- Department of Rehabilitation Medicine, Shanghai No.3 Rehabilitation Hospital, Shanghai, China
| | - KaYee Chong
- School of Rehabilitation Science, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Qing Xu
- Department of Rehabilitation Medicine, Shanghai No.3 Rehabilitation Hospital, Shanghai, China
| | - Jiali Wu
- School of Rehabilitation Science, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Zhaoyuan Li
- Department of Rehabilitation Medicine, Shanghai No.3 Rehabilitation Hospital, Shanghai, China
| | - Wanlong Lin
- Department of Rehabilitation Medicine, Shanghai No.3 Rehabilitation Hospital, Shanghai, China
| | - Chunlei Shan
- School of Rehabilitation Science, Shanghai University of Traditional Chinese Medicine, Shanghai, China
- Center of Rehabilitation Medicine, Yueyang Hospital of Integrated Traditional Chinese and Western Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, China
- Engineering Research Center of Traditional Chinese Medicine Intelligent Rehabilitation, Ministry of Education, Shanghai, China
- Institute of rehabilitation, Shanghai Jiao Tong University School of Medicine, Shanghai, China
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3
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Térémetz M, Hamdoun S, Colle F, Gerardin E, Desvilles C, Carment L, Charron S, Cuenca M, Calvet D, Baron JC, Turc G, Maier MA, Rosso C, Mas JL, Lindberg PG. Efficacy of interactive manual dexterity training after stroke: a pilot single-blinded randomized controlled trial. J Neuroeng Rehabil 2023; 20:93. [PMID: 37464404 PMCID: PMC10355015 DOI: 10.1186/s12984-023-01213-9] [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: 01/06/2023] [Accepted: 07/10/2023] [Indexed: 07/20/2023] Open
Abstract
OBJECTIVE To compare the efficacy of Dextrain Manipulandum™ training of dexterity components such as force control and independent finger movements, to dose-matched conventional therapy (CT) post-stroke. METHODS A prospective, single-blind, pilot randomized clinical trial was conducted. Chronic-phase post-stroke patients with mild-to-moderate dexterity impairment (Box and Block Test (BBT) > 1) received 12 sessions of Dextrain or CT. Blinded measures were obtained before and after training and at 3-months follow-up. Primary outcome was BBT-change (after-before training). Secondary outcomes included changes in motor impairments, activity limitations and dexterity components. Corticospinal excitability and short intracortical inhibition (SICI) were measured using transcranial magnetic stimulation. RESULTS BBT-change after training did not differ between the Dextrain (N = 21) vs CT group (N = 21) (median [IQR] = 5[2-7] vs 4[2-7], respectively; P = 0.36). Gains in BBT were maintained at the 3-month post-training follow-up, with a non-significant trend for enhanced BBT-change in the Dextrain group (median [IQR] = 3[- 1-7.0], P = 0.06). Several secondary outcomes showed significantly larger changes in the Dextrain group: finger tracking precision (mean ± SD = 0.3 ± 0.3N vs - 0.1 ± 0.33N; P < 0.0018), independent finger movements (34.7 ± 25.1 ms vs 7.7 ± 18.5 ms, P = 0.02) and maximal finger tapping speed (8.4 ± 7.1 vs 4.5 ± 4.9, P = 0.045). At follow-up, Dextrain group showed significantly greater improvement in Motor Activity Log (median/IQR = 0.7/0.2-0.8 vs 0.2/0.1-0.6, P = 0.05). Across both groups SICI increased in patients with greater BBT-change (Rho = 0.80, P = 0.006). Comparing Dextrain subgroups with maximal grip force higher/lower than median (61.2%), BBT-change was significantly larger in patients with low vs high grip force (7.5 ± 5.6 vs 2.9 ± 2.8; respectively, P = 0.015). CONCLUSIONS Although immediate improvements in gross dexterity post-stroke did not significantly differ between Dextrain training and CT, our findings suggest that Dextrain enhances recovery of several dexterity components and reported hand-use, particularly when motor impairment is moderate (low initial grip force). Findings need to be confirmed in a larger trial. Trial registration ClinicalTrials.gov NCT03934073 (retrospectively registered).
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Affiliation(s)
- Maxime Térémetz
- Institute of Psychiatry and Neuroscience of Paris, INSERM U1266, Université Paris Cité, 102-108 Rue de La Santé, 75014, Paris, France
| | - Sonia Hamdoun
- Institute of Psychiatry and Neuroscience of Paris, INSERM U1266, Université Paris Cité, 102-108 Rue de La Santé, 75014, Paris, France
- Service de Médecine Physique et de Réadaptation, Groupe Hospitalier Universitaire Paris, Psychiatrie et Neurosciences, 1 Rue Cabanis, 75014, Paris, France
| | - Florence Colle
- SSR Neurologique, Hôpitaux de Saint-Maurice, 12/14 Rue du Val d'Osne, 94410, Saint-Maurice, France
| | - Eloïse Gerardin
- Neurology Department, Stroke Unit, UCLouvain/CHU UCL Namur (Godinne), Yvoir, Belgium
| | - Claire Desvilles
- Institute of Psychiatry and Neuroscience of Paris, INSERM U1266, Université Paris Cité, 102-108 Rue de La Santé, 75014, Paris, France
| | - Loïc Carment
- Institute of Psychiatry and Neuroscience of Paris, INSERM U1266, Université Paris Cité, 102-108 Rue de La Santé, 75014, Paris, France
| | - Sylvain Charron
- Institute of Psychiatry and Neuroscience of Paris, INSERM U1266, Université Paris Cité, 102-108 Rue de La Santé, 75014, Paris, France
| | - Macarena Cuenca
- Centre de Recherche Clinique, Groupe Hospitalier Universitaire Paris, Psychiatrie et Neurosciences, 1 Rue Cabanis, 75014, Paris, France
| | - David Calvet
- Institute of Psychiatry and Neuroscience of Paris, INSERM U1266, Université Paris Cité, 102-108 Rue de La Santé, 75014, Paris, France
- Service de Neurologie, Groupe Hospitalier Universitaire Paris, Psychiatrie et Neurosciences, 1 Rue Cabanis, 75014, Paris, France
- FHU NeuroVasc, Paris, France
| | - Jean-Claude Baron
- Institute of Psychiatry and Neuroscience of Paris, INSERM U1266, Université Paris Cité, 102-108 Rue de La Santé, 75014, Paris, France
- Service de Neurologie, Groupe Hospitalier Universitaire Paris, Psychiatrie et Neurosciences, 1 Rue Cabanis, 75014, Paris, France
- FHU NeuroVasc, Paris, France
| | - Guillaume Turc
- Institute of Psychiatry and Neuroscience of Paris, INSERM U1266, Université Paris Cité, 102-108 Rue de La Santé, 75014, Paris, France
- Service de Neurologie, Groupe Hospitalier Universitaire Paris, Psychiatrie et Neurosciences, 1 Rue Cabanis, 75014, Paris, France
- FHU NeuroVasc, Paris, France
| | - Marc A Maier
- Université Paris Cité, CNRS, Integrative Neuroscience and Cognition Center, 75006, Paris, France
| | - Charlotte Rosso
- Institut du Cerveau et de la Moelle Épinière, ICM, Inserm U 1127, CNRS UMR 7225, Sorbonne Université, Paris, France
| | - Jean-Louis Mas
- Institute of Psychiatry and Neuroscience of Paris, INSERM U1266, Université Paris Cité, 102-108 Rue de La Santé, 75014, Paris, France
- Service de Neurologie, Groupe Hospitalier Universitaire Paris, Psychiatrie et Neurosciences, 1 Rue Cabanis, 75014, Paris, France
- FHU NeuroVasc, Paris, France
| | - Påvel G Lindberg
- Institute of Psychiatry and Neuroscience of Paris, INSERM U1266, Université Paris Cité, 102-108 Rue de La Santé, 75014, Paris, France.
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4
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Hsu SP, Lu CF, Lin BF, Tang CW, Kuo IJ, Tsai YA, Guo CY, Lee PL, Shyu KK, Niddam DM, Lee IH. Effects of bihemispheric transcranial direct current stimulation on motor recovery in subacute stroke patients: a double-blind, randomized sham-controlled trial. J Neuroeng Rehabil 2023; 20:27. [PMID: 36849990 PMCID: PMC9969953 DOI: 10.1186/s12984-023-01153-4] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2022] [Accepted: 02/17/2023] [Indexed: 03/01/2023] Open
Abstract
BACKGROUND Bihemispheric transcranial direct current stimulation (tDCS) of the primary motor cortex (M1) can simultaneously modulate bilateral corticospinal excitability and interhemispheric interaction. However, how tDCS affects subacute stroke recovery remains unclear. We investigated the effects of bihemispheric tDCS on motor recovery in subacute stroke patients. METHODS We enrolled subacute inpatients who had first-ever ischemic stroke at subcortical regions and moderate-to-severe baseline Fugl-Meyer Assessment of Upper Extremity (FMA-UE) score 2-56. Participants between 14 and 28 days after stroke were double-blind, randomly assigned (1:1) to receive real (n = 13) or sham (n = 14) bihemispheric tDCS (with ipsilesional M1 anode and contralesional M1 cathode, 20 min, 2 mA) during task practice twice daily for 20 sessions in two weeks. Residual integrity of the ipsilesional corticospinal tract was stratified between groups. The primary efficacy outcome was the change in FMA-UE score from baseline (responder as an increase ≥ 10). The secondary measures included changes in the Action Research Arm Test (ARAT), FMA-Lower Extremity (FMA-LE) and explorative resting-state MRI functional connectivity (FC) of target regions after intervention and three months post-stroke. RESULTS Twenty-seven participants completed the study without significant adverse effects. Nineteen patients (70%) had no recordable baseline motor-evoked potentials (MEP-negative) from the paretic forearm. Compared with the sham group, the real tDCS group showed enhanced improvement of FMA-UE after intervention (p < 0.01, effect size η2 = 0.211; responder rate: 77% vs. 36%, p = 0.031), which sustained three months post-stroke (p < 0.01), but not ARAT. Interestingly, in the MEP-negative subgroup analysis, the FMA-UE improvement remained but delayed. Additionally, the FMA-LE improvement after real tDCS was not significantly greater until three months post-stroke (p < 0.01). We found that the individual FMA-UE improvements after real tDCS were associated with bilateral intrahemispheric, rather than interhemispheric, FC strengths in the targeted cortices, while the improvements after sham tDCS were associated with predominantly ipsilesional FC changes after adjustment for age and sex (p < 0.01). CONCLUSIONS Bihemispheric tDCS during task-oriented training may facilitate motor recovery in subacute stroke patients, even with compromised corticospinal tract integrity. Further studies are warranted for tDCS efficacy and network-specific neuromodulation. TRIAL REGISTRATION This study is registered with ClinicalTrials.gov: (ID: NCT02731508).
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Affiliation(s)
- Shih-Pin Hsu
- Institute of Brain Science, National Yang Ming Chiao Tung University, Taipei City, Taiwan.,Division of Cerebrovascular Diseases, Neurological Institute, Taipei Veterans General Hospital, No. 201, Sec. 2, Shipai Rd., Beitou District, Taipei City, 11217, Taiwan
| | - Chia-Feng Lu
- Department of Biomedical Imaging and Radiological Sciences, National Yang Ming Chiao Tung University, Taipei City, Taiwan
| | - Bing-Fong Lin
- Department of Biomedical Imaging and Radiological Sciences, National Yang Ming Chiao Tung University, Taipei City, Taiwan
| | - Chih-Wei Tang
- Department of Neurology, Far Eastern Memorial Hospital, New Taipei City, Taiwan
| | - I-Ju Kuo
- Department of Neurosurgery, Taipei Veterans General Hospital, Taipei City, Taiwan
| | - Yun-An Tsai
- Department of Neurosurgery, Taipei Veterans General Hospital, Taipei City, Taiwan
| | - Chao-Yu Guo
- Institute of Public Health, National Yang Ming Chiao Tung University, Taipei City, Taiwan
| | - Po-Lei Lee
- Department of Electrical Engineering, National Central University, Taoyuan, Taiwan
| | - Kuo-Kai Shyu
- Department of Electrical Engineering, National Central University, Taoyuan, Taiwan
| | - David M Niddam
- Institute of Brain Science, National Yang Ming Chiao Tung University, Taipei City, Taiwan.,Brain Research Center, National Yang Ming Chiao Tung University, Taipei City, Taiwan
| | - I-Hui Lee
- Institute of Brain Science, National Yang Ming Chiao Tung University, Taipei City, Taiwan. .,Division of Cerebrovascular Diseases, Neurological Institute, Taipei Veterans General Hospital, No. 201, Sec. 2, Shipai Rd., Beitou District, Taipei City, 11217, Taiwan. .,Brain Research Center, National Yang Ming Chiao Tung University, Taipei City, Taiwan.
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5
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Rosso C, Moulton EJ, Kemlin C, Leder S, Corvol JC, Mehdi S, Obadia MA, Obadia M, Yger M, Meseguer E, Perlbarg V, Valabregue R, Magno S, Lindberg P, Meunier S, Lamy JC. Cerebello-Motor Paired Associative Stimulation and Motor Recovery in Stroke: a Randomized, Sham-Controlled, Double-Blind Pilot Trial. Neurotherapeutics 2022; 19:491-500. [PMID: 35226342 PMCID: PMC9226244 DOI: 10.1007/s13311-022-01205-y] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/16/2022] [Indexed: 12/27/2022] Open
Abstract
Cerebellum is a key structure for functional motor recovery after stroke. Enhancing the cerebello-motor pathway by paired associative stimulation (PAS) might improve upper limb function. Here, we conducted a randomized, double-blind, sham-controlled pilot trial investigating the efficacy of a 5-day treatment of cerebello-motor PAS coupled with physiotherapy for promoting upper limb motor function compared to sham stimulation. The secondary objectives were to determine in the active treated group (i) whether improvement of upper limb motor function was associated with changes in corticospinal excitability or changes in functional activity in the primary motor cortex and (ii) whether improvements were correlated to the structural integrity of the input and output pathways. To that purpose, hand dexterity and maximal grip strength were assessed along with TMS recordings and multimodal magnetic resonance imaging, before the first treatment, immediately after the last one and a month later. Twenty-seven patients were analyzed. Cerebello-motor PAS was effective compared to sham in improving hand dexterity (p: 0.04) but not grip strength. This improvement was associated with increased activation in the ipsilesional primary motor cortex (p: 0.04). Moreover, the inter-individual variability in clinical improvement was partly explained by the structural integrity of the afferent (p: 0.06) and efferent pathways (p: 0.02) engaged in this paired associative stimulation (i.e., cortico-spinal and dentato-thalamo-cortical tracts). In conclusion, cerebello-motor-paired associative stimulation combined with physiotherapy might be a promising approach to enhance upper limb motor function after stroke.Clinical Trial Registration URL: http://www.clinicaltrials.gov . Unique identifier: NCT02284087.
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Affiliation(s)
- Charlotte Rosso
- Institut du Cerveau - Paris Brain Institute - ICM, Inserm, CNRS, Sorbonne Université, Hôpital Pitié-Salpêtrière, Paris, France.
- ICM Infrastructure Stroke Network, STAR Team, Hôpital Pitié-Salpêtrière, 75013, Paris, France.
- AP-HP, Urgences Cérébro-Vasculaires, Hôpital Pitié-Salpêtrière, DMU Neuroscience 6, 47-83 Boulevard de l'Hôpital, 75013, Paris, France.
| | - Eric Jr Moulton
- Institut du Cerveau - Paris Brain Institute - ICM, Inserm, CNRS, Sorbonne Université, Hôpital Pitié-Salpêtrière, Paris, France
- ICM Infrastructure Stroke Network, STAR Team, Hôpital Pitié-Salpêtrière, 75013, Paris, France
| | - Claire Kemlin
- Institut du Cerveau - Paris Brain Institute - ICM, Inserm, CNRS, Sorbonne Université, Hôpital Pitié-Salpêtrière, Paris, France
- ICM Infrastructure Stroke Network, STAR Team, Hôpital Pitié-Salpêtrière, 75013, Paris, France
| | - Sara Leder
- AP-HP, Urgences Cérébro-Vasculaires, Hôpital Pitié-Salpêtrière, DMU Neuroscience 6, 47-83 Boulevard de l'Hôpital, 75013, Paris, France
| | - Jean-Christophe Corvol
- Institut du Cerveau - Paris Brain Institute - ICM, Inserm, CNRS, Sorbonne Université, Hôpital Pitié-Salpêtrière, Paris, France
- ICM Infrastructure Stroke Network, STAR Team, Hôpital Pitié-Salpêtrière, 75013, Paris, France
- AP-HP, Hôpital Pitié-Salpêtrière, Département de neurologieDMU Neuroscience 6, 75013, Paris, France
| | - Sophien Mehdi
- Institut du Cerveau - Paris Brain Institute - ICM, Inserm, CNRS, Sorbonne Université, Hôpital Pitié-Salpêtrière, Paris, France
- Centre de Neuro-Imagerie de Recherche, Institut du Cerveau, CENIR, Paris Brain Institute - ICM, 75013, Paris, France
| | - Mickael A Obadia
- Service de Neurologie, Fondation Rothschild, 75019, Paris, France
| | - Mickael Obadia
- Service de Neurologie, Fondation Rothschild, 75019, Paris, France
| | - Marion Yger
- AP-HP, Hôpital Saint Antoine, Unité neurovasculaire, 75012, Paris, France
| | - Elena Meseguer
- AP-HP, Service de Neurologie, Hôpital Bichat, 75018, Paris, France
- Laboratory for Vascular Translational Science, INSERM UMRS1148, 75018, Paris, France
| | - Vincent Perlbarg
- Centre de Neuro-Imagerie de Recherche, Institut du Cerveau, CENIR, Paris Brain Institute - ICM, 75013, Paris, France
| | - Romain Valabregue
- Centre de Neuro-Imagerie de Recherche, Institut du Cerveau, CENIR, Paris Brain Institute - ICM, 75013, Paris, France
| | - Serena Magno
- Institut du Cerveau - Paris Brain Institute - ICM, Inserm, CNRS, Sorbonne Université, Hôpital Pitié-Salpêtrière, Paris, France
- ICM Infrastructure Stroke Network, STAR Team, Hôpital Pitié-Salpêtrière, 75013, Paris, France
| | - Pavel Lindberg
- Inserm U894, Université Paris Descartes, 75013, Paris, France
| | - Sabine Meunier
- Institut du Cerveau - Paris Brain Institute - ICM, Inserm, CNRS, Sorbonne Université, Hôpital Pitié-Salpêtrière, Paris, France
| | - Jean-Charles Lamy
- Institut du Cerveau - Paris Brain Institute - ICM, Inserm, CNRS, Sorbonne Université, Hôpital Pitié-Salpêtrière, Paris, France
- Centre de Neuro-Imagerie de Recherche, Institut du Cerveau, CENIR, Paris Brain Institute - ICM, 75013, Paris, France
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6
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Affiliation(s)
- Assia Jaillard
- IRMaGe, Inserm-US17 CNRS-UMS3552 UGA CHU Grenoble Alpes (CHUGA), Grenoble, France (A.J.).,Université Grenoble Alpes, AGEIS, EA 7407, France (A.J.).,Pôle Recherche, CHUGA, France (A.J.)
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7
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Nazarova M, Kulikova S, Piradov MA, Limonova AS, Dobrynina LA, Konovalov RN, Novikov PA, Sehm B, Villringer A, Saltykova A, Nikulin VV. Multimodal Assessment of the Motor System in Patients With Chronic Ischemic Stroke. Stroke 2020; 52:241-249. [PMID: 33317414 DOI: 10.1161/strokeaha.119.028832] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
BACKGROUND AND PURPOSE Despite continuing efforts in the multimodal assessment of the motor system after stroke, conclusive findings on the complementarity of functional and structural metrics of the ipsilesional corticospinal tract integrity and the role of the contralesional hemisphere are still lacking. This research aimed to find the best combination of motor system metrics, allowing the classification of patients into 3 predefined groups of upper limb motor recovery. METHODS We enrolled 35 chronic ischemic stroke patients (mean 47 [26-66] years old, 29 [6-58] months poststroke) with a single supratentorial lesion and unilateral upper extremity weakness. Patients were divided into 3 groups, depending on upper limb motor recovery: good, moderate, and bad. Nonparametric statistical tests and regression analysis were used to investigate the relationships among microstructural (fractional anisotropy (FA) ratio of the corticospinal tracts at the internal capsule (IC) level (classic method) and along the length of the tracts (Fréchet distance), and of the corpus callosum) and functional (motor evoked potentials [MEPs] for 2 hand muscles) motor system metrics. Stratification rules were also tested using a decision tree classifier. RESULTS IC FA ratio in the IC and MEP absence were both equally discriminative of the bad motor outcome (96% accuracy). For the 3 recovery groups' classification, the best parameter combination was IC FA ratio and the Fréchet distance between the contralesional and ipsilesional corticospinal tract FA profiles (91% accuracy). No other metrics had any additional value for patients' classification. MEP presence differed for 2 investigated muscles. CONCLUSIONS This study demonstrates that better separation between 3 motor recovery groups may be achieved when considering the similarity between corticospinal tract FA profiles along its length in addition to region of interest-based assessment and lesion load calculation. Additionally, IC FA ratio and MEP absence are equally important markers for poor recovery, while for MEP probing it may be important to investigate more than one hand muscle.
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Affiliation(s)
- Maria Nazarova
- Centre for Cognition and Decision making, ICN, HSE University, Moscow, Russia (M.N., A.L., P.N., V.N.).,FSBI «Federal center of brain and neurotechnologies» of the Federal Medical Biological Agency, Moscow, Russia (M.N.)
| | | | | | - Alena S Limonova
- Laboratory of Clinomics, National Medical Research Center for Therapy & Preventive Medicine, Moscow, Russia (A.L.)
| | | | | | - Pavel A Novikov
- Centre for Cognition and Decision making, ICN, HSE University, Moscow, Russia (M.N., A.L., P.N., V.N.)
| | - Bernhard Sehm
- Department of Neurology, Martin Luther University of Halle-Wittenberg, Germany (B.S.).,Department of Neurology, Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany (B.S., A.V., V.N.)
| | - Arno Villringer
- Department of Neurology, Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany (B.S., A.V., V.N.).,Clinic for Cognitive Neurology, University Hospital Leipzig, Germany (A.V.)
| | | | - Vadim V Nikulin
- Centre for Cognition and Decision making, ICN, HSE University, Moscow, Russia (M.N., A.L., P.N., V.N.).,Department of Neurology, Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany (B.S., A.V., V.N.)
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